diff --git a/3D-with-NLP_version2.ipynb b/3D-with-NLP_version2.ipynb
new file mode 100644
index 0000000..5d7a864
--- /dev/null
+++ b/3D-with-NLP_version2.ipynb
@@ -0,0 +1,21595 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 5,
+  "metadata": {
+    "kernelspec": {
+      "display_name": "Python 3",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.8.8"
+    },
+    "toc": {
+      "base_numbering": 1,
+      "nav_menu": {},
+      "number_sections": true,
+      "sideBar": true,
+      "skip_h1_title": false,
+      "title_cell": "Table of Contents",
+      "title_sidebar": "Contents",
+      "toc_cell": false,
+      "toc_position": {},
+      "toc_section_display": true,
+      "toc_window_display": false
+    },
+    "varInspector": {
+      "cols": {
+        "lenName": 16,
+        "lenType": 16,
+        "lenVar": 40
+      },
+      "kernels_config": {
+        "python": {
+          "delete_cmd_postfix": "",
+          "delete_cmd_prefix": "del ",
+          "library": "var_list.py",
+          "varRefreshCmd": "print(var_dic_list())"
+        },
+        "r": {
+          "delete_cmd_postfix": ") ",
+          "delete_cmd_prefix": "rm(",
+          "library": "var_list.r",
+          "varRefreshCmd": "cat(var_dic_list()) "
+        }
+      },
+      "types_to_exclude": [
+        "module",
+        "function",
+        "builtin_function_or_method",
+        "instance",
+        "_Feature"
+      ],
+      "window_display": false
+    },
+    "colab": {
+      "name": "NLP-version2.ipynb",
+      "provenance": []
+    },
+    "widgets": {
+      "application/vnd.jupyter.widget-state+json": {
+        "f96bc6931f7e48008d1a0e3d51c13c29": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "IntProgressModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_view_name": "ProgressView",
+            "style": "IPY_MODEL_6ec67b6b9d7a43ad9cac0f5234547b6a",
+            "_dom_classes": [],
+            "description": "Processing: ",
+            "_model_name": "IntProgressModel",
+            "bar_style": "",
+            "max": 11,
+            "_view_module": "@jupyter-widgets/controls",
+            "_model_module_version": "1.5.0",
+            "value": 11,
+            "_view_count": null,
+            "_view_module_version": "1.5.0",
+            "orientation": "horizontal",
+            "min": 0,
+            "description_tooltip": null,
+            "_model_module": "@jupyter-widgets/controls",
+            "layout": "IPY_MODEL_d1e95ef266824c5cbce98b438f5e5d05"
+          }
+        },
+        "6ec67b6b9d7a43ad9cac0f5234547b6a": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "ProgressStyleModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_view_name": "StyleView",
+            "_model_name": "ProgressStyleModel",
+            "description_width": "",
+            "_view_module": "@jupyter-widgets/base",
+            "_model_module_version": "1.5.0",
+            "_view_count": null,
+            "_view_module_version": "1.2.0",
+            "bar_color": null,
+            "_model_module": "@jupyter-widgets/controls"
+          }
+        },
+        "d1e95ef266824c5cbce98b438f5e5d05": {
+          "model_module": "@jupyter-widgets/base",
+          "model_name": "LayoutModel",
+          "model_module_version": "1.2.0",
+          "state": {
+            "_view_name": "LayoutView",
+            "grid_template_rows": null,
+            "right": null,
+            "justify_content": null,
+            "_view_module": "@jupyter-widgets/base",
+            "overflow": null,
+            "_model_module_version": "1.2.0",
+            "_view_count": null,
+            "flex_flow": null,
+            "width": null,
+            "min_width": null,
+            "border": null,
+            "align_items": null,
+            "bottom": null,
+            "_model_module": "@jupyter-widgets/base",
+            "top": null,
+            "grid_column": null,
+            "overflow_y": null,
+            "overflow_x": null,
+            "grid_auto_flow": null,
+            "grid_area": null,
+            "grid_template_columns": null,
+            "flex": null,
+            "_model_name": "LayoutModel",
+            "justify_items": null,
+            "grid_row": null,
+            "max_height": null,
+            "align_content": null,
+            "visibility": null,
+            "align_self": null,
+            "height": null,
+            "min_height": null,
+            "padding": null,
+            "grid_auto_rows": null,
+            "grid_gap": null,
+            "max_width": null,
+            "order": null,
+            "_view_module_version": "1.2.0",
+            "grid_template_areas": null,
+            "object_position": null,
+            "object_fit": null,
+            "grid_auto_columns": null,
+            "margin": null,
+            "display": null,
+            "left": null
+          }
+        },
+        "3859d91a1623426e85e9c43e26dba780": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "IntProgressModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_view_name": "ProgressView",
+            "style": "IPY_MODEL_271f027241d543d38ea4c444244d106b",
+            "_dom_classes": [],
+            "description": "Processing: ",
+            "_model_name": "IntProgressModel",
+            "bar_style": "",
+            "max": 1718,
+            "_view_module": "@jupyter-widgets/controls",
+            "_model_module_version": "1.5.0",
+            "value": 1717,
+            "_view_count": null,
+            "_view_module_version": "1.5.0",
+            "orientation": "horizontal",
+            "min": 0,
+            "description_tooltip": null,
+            "_model_module": "@jupyter-widgets/controls",
+            "layout": "IPY_MODEL_49eb6fd8239b4b629af0e97b72e30568"
+          }
+        },
+        "271f027241d543d38ea4c444244d106b": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "ProgressStyleModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_view_name": "StyleView",
+            "_model_name": "ProgressStyleModel",
+            "description_width": "",
+            "_view_module": "@jupyter-widgets/base",
+            "_model_module_version": "1.5.0",
+            "_view_count": null,
+            "_view_module_version": "1.2.0",
+            "bar_color": null,
+            "_model_module": "@jupyter-widgets/controls"
+          }
+        },
+        "49eb6fd8239b4b629af0e97b72e30568": {
+          "model_module": "@jupyter-widgets/base",
+          "model_name": "LayoutModel",
+          "model_module_version": "1.2.0",
+          "state": {
+            "_view_name": "LayoutView",
+            "grid_template_rows": null,
+            "right": null,
+            "justify_content": null,
+            "_view_module": "@jupyter-widgets/base",
+            "overflow": null,
+            "_model_module_version": "1.2.0",
+            "_view_count": null,
+            "flex_flow": null,
+            "width": null,
+            "min_width": null,
+            "border": null,
+            "align_items": null,
+            "bottom": null,
+            "_model_module": "@jupyter-widgets/base",
+            "top": null,
+            "grid_column": null,
+            "overflow_y": null,
+            "overflow_x": null,
+            "grid_auto_flow": null,
+            "grid_area": null,
+            "grid_template_columns": null,
+            "flex": null,
+            "_model_name": "LayoutModel",
+            "justify_items": null,
+            "grid_row": null,
+            "max_height": null,
+            "align_content": null,
+            "visibility": null,
+            "align_self": null,
+            "height": null,
+            "min_height": null,
+            "padding": null,
+            "grid_auto_rows": null,
+            "grid_gap": null,
+            "max_width": null,
+            "order": null,
+            "_view_module_version": "1.2.0",
+            "grid_template_areas": null,
+            "object_position": null,
+            "object_fit": null,
+            "grid_auto_columns": null,
+            "margin": null,
+            "display": null,
+            "left": null
+          }
+        },
+        "748dee4c99d249dfac20be52270ac3a6": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "IntProgressModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_view_name": "ProgressView",
+            "style": "IPY_MODEL_497556b91c3f46968a4cd5e4ebb26376",
+            "_dom_classes": [],
+            "description": "Processing: ",
+            "_model_name": "IntProgressModel",
+            "bar_style": "",
+            "max": 1718,
+            "_view_module": "@jupyter-widgets/controls",
+            "_model_module_version": "1.5.0",
+            "value": 1718,
+            "_view_count": null,
+            "_view_module_version": "1.5.0",
+            "orientation": "horizontal",
+            "min": 0,
+            "description_tooltip": null,
+            "_model_module": "@jupyter-widgets/controls",
+            "layout": "IPY_MODEL_6b6723ce383e43ccbdfdd5f1170234b4"
+          }
+        },
+        "497556b91c3f46968a4cd5e4ebb26376": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "ProgressStyleModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_view_name": "StyleView",
+            "_model_name": "ProgressStyleModel",
+            "description_width": "",
+            "_view_module": "@jupyter-widgets/base",
+            "_model_module_version": "1.5.0",
+            "_view_count": null,
+            "_view_module_version": "1.2.0",
+            "bar_color": null,
+            "_model_module": "@jupyter-widgets/controls"
+          }
+        },
+        "6b6723ce383e43ccbdfdd5f1170234b4": {
+          "model_module": "@jupyter-widgets/base",
+          "model_name": "LayoutModel",
+          "model_module_version": "1.2.0",
+          "state": {
+            "_view_name": "LayoutView",
+            "grid_template_rows": null,
+            "right": null,
+            "justify_content": null,
+            "_view_module": "@jupyter-widgets/base",
+            "overflow": null,
+            "_model_module_version": "1.2.0",
+            "_view_count": null,
+            "flex_flow": null,
+            "width": null,
+            "min_width": null,
+            "border": null,
+            "align_items": null,
+            "bottom": null,
+            "_model_module": "@jupyter-widgets/base",
+            "top": null,
+            "grid_column": null,
+            "overflow_y": null,
+            "overflow_x": null,
+            "grid_auto_flow": null,
+            "grid_area": null,
+            "grid_template_columns": null,
+            "flex": null,
+            "_model_name": "LayoutModel",
+            "justify_items": null,
+            "grid_row": null,
+            "max_height": null,
+            "align_content": null,
+            "visibility": null,
+            "align_self": null,
+            "height": null,
+            "min_height": null,
+            "padding": null,
+            "grid_auto_rows": null,
+            "grid_gap": null,
+            "max_width": null,
+            "order": null,
+            "_view_module_version": "1.2.0",
+            "grid_template_areas": null,
+            "object_position": null,
+            "object_fit": null,
+            "grid_auto_columns": null,
+            "margin": null,
+            "display": null,
+            "left": null
+          }
+        },
+        "9160c088bf39460da64dbad6bd54bdc0": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "IntProgressModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_view_name": "ProgressView",
+            "style": "IPY_MODEL_41ce9036c91846fea09a3f4893d2d158",
+            "_dom_classes": [],
+            "description": "Processing: ",
+            "_model_name": "IntProgressModel",
+            "bar_style": "",
+            "max": 25,
+            "_view_module": "@jupyter-widgets/controls",
+            "_model_module_version": "1.5.0",
+            "value": 22,
+            "_view_count": null,
+            "_view_module_version": "1.5.0",
+            "orientation": "horizontal",
+            "min": 0,
+            "description_tooltip": null,
+            "_model_module": "@jupyter-widgets/controls",
+            "layout": "IPY_MODEL_7d96941448f44a45853a329dc88d8743"
+          }
+        },
+        "41ce9036c91846fea09a3f4893d2d158": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "ProgressStyleModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_view_name": "StyleView",
+            "_model_name": "ProgressStyleModel",
+            "description_width": "",
+            "_view_module": "@jupyter-widgets/base",
+            "_model_module_version": "1.5.0",
+            "_view_count": null,
+            "_view_module_version": "1.2.0",
+            "bar_color": null,
+            "_model_module": "@jupyter-widgets/controls"
+          }
+        },
+        "7d96941448f44a45853a329dc88d8743": {
+          "model_module": "@jupyter-widgets/base",
+          "model_name": "LayoutModel",
+          "model_module_version": "1.2.0",
+          "state": {
+            "_view_name": "LayoutView",
+            "grid_template_rows": null,
+            "right": null,
+            "justify_content": null,
+            "_view_module": "@jupyter-widgets/base",
+            "overflow": null,
+            "_model_module_version": "1.2.0",
+            "_view_count": null,
+            "flex_flow": null,
+            "width": null,
+            "min_width": null,
+            "border": null,
+            "align_items": null,
+            "bottom": null,
+            "_model_module": "@jupyter-widgets/base",
+            "top": null,
+            "grid_column": null,
+            "overflow_y": null,
+            "overflow_x": null,
+            "grid_auto_flow": null,
+            "grid_area": null,
+            "grid_template_columns": null,
+            "flex": null,
+            "_model_name": "LayoutModel",
+            "justify_items": null,
+            "grid_row": null,
+            "max_height": null,
+            "align_content": null,
+            "visibility": null,
+            "align_self": null,
+            "height": null,
+            "min_height": null,
+            "padding": null,
+            "grid_auto_rows": null,
+            "grid_gap": null,
+            "max_width": null,
+            "order": null,
+            "_view_module_version": "1.2.0",
+            "grid_template_areas": null,
+            "object_position": null,
+            "object_fit": null,
+            "grid_auto_columns": null,
+            "margin": null,
+            "display": null,
+            "left": null
+          }
+        },
+        "024de908ddd9428dafdd3ee7c601ddf7": {
+          "model_module": "@jupyter-widgets/output",
+          "model_name": "OutputModel",
+          "model_module_version": "1.0.0",
+          "state": {
+            "_view_name": "OutputView",
+            "msg_id": "",
+            "_dom_classes": [],
+            "_model_name": "OutputModel",
+            "outputs": [],
+            "_view_module": "@jupyter-widgets/output",
+            "_model_module_version": "1.0.0",
+            "_view_count": null,
+            "_view_module_version": "1.0.0",
+            "layout": "IPY_MODEL_b24a7506146f49f8a20bfa822bb7a961",
+            "_model_module": "@jupyter-widgets/output"
+          }
+        },
+        "b24a7506146f49f8a20bfa822bb7a961": {
+          "model_module": "@jupyter-widgets/base",
+          "model_name": "LayoutModel",
+          "model_module_version": "1.2.0",
+          "state": {
+            "_view_name": "LayoutView",
+            "grid_template_rows": null,
+            "right": null,
+            "justify_content": null,
+            "_view_module": "@jupyter-widgets/base",
+            "overflow": null,
+            "_model_module_version": "1.2.0",
+            "_view_count": null,
+            "flex_flow": null,
+            "width": null,
+            "min_width": null,
+            "border": null,
+            "align_items": null,
+            "bottom": null,
+            "_model_module": "@jupyter-widgets/base",
+            "top": null,
+            "grid_column": null,
+            "overflow_y": null,
+            "overflow_x": null,
+            "grid_auto_flow": null,
+            "grid_area": null,
+            "grid_template_columns": null,
+            "flex": null,
+            "_model_name": "LayoutModel",
+            "justify_items": null,
+            "grid_row": null,
+            "max_height": null,
+            "align_content": null,
+            "visibility": null,
+            "align_self": null,
+            "height": null,
+            "min_height": null,
+            "padding": null,
+            "grid_auto_rows": null,
+            "grid_gap": null,
+            "max_width": null,
+            "order": null,
+            "_view_module_version": "1.2.0",
+            "grid_template_areas": null,
+            "object_position": null,
+            "object_fit": null,
+            "grid_auto_columns": null,
+            "margin": null,
+            "display": null,
+            "left": null
+          }
+        }
+      }
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "34e4ee78"
+      },
+      "source": [
+        "import nltk\n",
+        "import pandas as pd\n",
+        "import numpy as np\n",
+        "import re\n",
+        "import regex\n",
+        "import string\n",
+        "from sklearn.feature_extraction.text import CountVectorizer\n",
+        "from nltk.stem.porter import PorterStemmer\n",
+        "from nltk.stem.lancaster import LancasterStemmer\n",
+        "from nltk.tokenize import word_tokenize\n",
+        "from nltk.stem import WordNetLemmatizer\n",
+        "from sklearn.decomposition import NMF\n",
+        "import string\n",
+        "import gensim \n",
+        "from sklearn.decomposition import TruncatedSVD\n",
+        "import matplotlib.pyplot as plt\n",
+        "import seaborn as sns\n",
+        "from gensim.corpora import Dictionary\n",
+        "\n",
+        "from gensim.models import CoherenceModel"
+      ],
+      "id": "34e4ee78",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "75d9222e"
+      },
+      "source": [
+        ""
+      ],
+      "id": "75d9222e",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "f5111464"
+      },
+      "source": [
+        "df=pd.read_csv('reddit.csv')"
+      ],
+      "id": "f5111464",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "2027e67e"
+      },
+      "source": [
+        "### EDA & Data Cleaning "
+      ],
+      "id": "2027e67e"
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "75c47409"
+      },
+      "source": [
+        "df.head()\n",
+        "df.drop('Unnamed: 0',axis=1,inplace=True)\n"
+      ],
+      "id": "75c47409",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "8443648b"
+      },
+      "source": [
+        "#remove empty rows\n",
+        "df.dropna(inplace=True)\n",
+        "df.reset_index(inplace=True)"
+      ],
+      "id": "8443648b",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 49
+        },
+        "id": "f978b69a",
+        "outputId": "b7b94e2d-f569-46ff-b1a3-5d6ac8c65129"
+      },
+      "source": [
+        "#check for duplicates \n",
+        "df[df.duplicated()]"
+      ],
+      "id": "f978b69a",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>index</th>\n",
+              "      <th>title</th>\n",
+              "      <th>post</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "Empty DataFrame\n",
+              "Columns: [index, title, post]\n",
+              "Index: []"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "a725f3b0"
+      },
+      "source": [
+        "#df.drop('level_0',axis=1,inplace=True)\n",
+        "df.drop('index',axis=1,inplace=True)\n"
+      ],
+      "id": "a725f3b0",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 204
+        },
+        "id": "ad0b5f1a",
+        "outputId": "e942a1b8-e0bc-4ab6-f447-08a4fbb4d68e"
+      },
+      "source": [
+        "df.head()"
+      ],
+      "id": "ad0b5f1a",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>title</th>\n",
+              "      <th>post</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>any good military text-based rpg?</td>\n",
+              "      <td>Hey guys\\n\\nI used to play a game from Storm8 ...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>FC 6 Defeat Admiral Benitez BROKEN</td>\n",
+              "      <td>In one try I fell trough a “floor” into broken...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>Games with great sound design</td>\n",
+              "      <td>We can all appreciate good sound, right? But w...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>I need a game recommendation</td>\n",
+              "      <td>Hi all,\\n\\nI'm 72, retired, and bored to tears...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>Why did Valve made that terrible card game?</td>\n",
+              "      <td>I like Valve since they usually do a good job ...</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "                                         title                                               post\n",
+              "0            any good military text-based rpg?  Hey guys\\n\\nI used to play a game from Storm8 ...\n",
+              "1           FC 6 Defeat Admiral Benitez BROKEN  In one try I fell trough a “floor” into broken...\n",
+              "2                Games with great sound design  We can all appreciate good sound, right? But w...\n",
+              "3                 I need a game recommendation  Hi all,\\n\\nI'm 72, retired, and bored to tears...\n",
+              "4  Why did Valve made that terrible card game?  I like Valve since they usually do a good job ..."
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 204
+        },
+        "id": "b2740533",
+        "outputId": "4589631d-c9a0-4385-a4b1-6ce2aa179cc0"
+      },
+      "source": [
+        "df.head()"
+      ],
+      "id": "b2740533",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>title</th>\n",
+              "      <th>post</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>any good military text-based rpg?</td>\n",
+              "      <td>Hey guys\\n\\nI used to play a game from Storm8 ...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>FC 6 Defeat Admiral Benitez BROKEN</td>\n",
+              "      <td>In one try I fell trough a “floor” into broken...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>Games with great sound design</td>\n",
+              "      <td>We can all appreciate good sound, right? But w...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>I need a game recommendation</td>\n",
+              "      <td>Hi all,\\n\\nI'm 72, retired, and bored to tears...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>Why did Valve made that terrible card game?</td>\n",
+              "      <td>I like Valve since they usually do a good job ...</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "                                         title                                               post\n",
+              "0            any good military text-based rpg?  Hey guys\\n\\nI used to play a game from Storm8 ...\n",
+              "1           FC 6 Defeat Admiral Benitez BROKEN  In one try I fell trough a “floor” into broken...\n",
+              "2                Games with great sound design  We can all appreciate good sound, right? But w...\n",
+              "3                 I need a game recommendation  Hi all,\\n\\nI'm 72, retired, and bored to tears...\n",
+              "4  Why did Valve made that terrible card game?  I like Valve since they usually do a good job ..."
+            ]
+          },
+          "metadata": {},
+          "execution_count": 9
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "482c6f57"
+      },
+      "source": [
+        "#URL link removal\n",
+        "removeUrl = lambda x: re.sub('https?:\\/\\/[\\da-z\\.-]+\\.[a-z\\.]{2,6}[^\\s]+', \"\", x)\n",
+        "df['post']=df.post.map(removeUrl)"
+      ],
+      "id": "482c6f57",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "dc2b0363",
+        "outputId": "4eebefbe-4a3c-478e-8bd4-b4d2693a74d1"
+      },
+      "source": [
+        "nltk.download('punkt')"
+      ],
+      "id": "dc2b0363",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "[nltk_data] Downloading package punkt to /root/nltk_data...\n",
+            "[nltk_data]   Package punkt is already up-to-date!\n"
+          ]
+        },
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "a80280ac"
+      },
+      "source": [
+        "#text lower and number removal \n",
+        "df['post']= df['post'].apply(lambda x: x.lower())\n",
+        "remove_num = lambda x: re.sub('\\w*\\d\\w*', ' ', x)\n",
+        "df['post']=df.post.map(remove_num)"
+      ],
+      "id": "a80280ac",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "SFvhcdUB3SBm"
+      },
+      "source": [
+        "import os\n",
+        "import pandas as pd\n",
+        "import pycaret\n",
+        "from pycaret.nlp import *"
+      ],
+      "id": "SFvhcdUB3SBm",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "KOYfABZl3R0k"
+      },
+      "source": [
+        ""
+      ],
+      "id": "KOYfABZl3R0k",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "722aa918"
+      },
+      "source": [
+        "# toknize\n",
+        "df['post']=df.post.map(word_tokenize)"
+      ],
+      "id": "722aa918",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 173,
+          "referenced_widgets": [
+            "f96bc6931f7e48008d1a0e3d51c13c29",
+            "6ec67b6b9d7a43ad9cac0f5234547b6a",
+            "d1e95ef266824c5cbce98b438f5e5d05"
+          ]
+        },
+        "id": "4f94d0dc",
+        "outputId": "ea3fc530-f483-4bad-9ac0-cbaf9b52c125"
+      },
+      "source": [
+        "# initialize the setup\n",
+        "nlp = setup(data = df, target = 'post', session_id = 493, custom_stopwords = ['would','make','also','get','still','way','like','much','nbsp','think','could','well','feel','know','\"','.',\n",
+        "    ',',\n",
+        "    '--',\n",
+        "    '\\'s',\n",
+        "    '?',\n",
+        "    ')',\n",
+        "    '(',\n",
+        "    ':',\n",
+        "    '\\'',\n",
+        "    '\\'re',\n",
+        "    '\"',\n",
+        "    '-',\n",
+        "    '}',\n",
+        "    '{',\n",
+        "    u'—','hi','hey','”','“'])"
+      ],
+      "id": "4f94d0dc",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<style  type=\"text/css\" >\n",
+              "</style><table id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002\" class=\"dataframe\"><thead>    <tr>        <th class=\"col_heading level0 col0\" >Description</th>        <th class=\"col_heading level0 col1\" >Value</th>    </tr></thead><tbody>\n",
+              "                <tr>\n",
+              "                                <td id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002row0_col0\" class=\"data row0 col0\" >session_id</td>\n",
+              "                        <td id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002row0_col1\" class=\"data row0 col1\" >493</td>\n",
+              "            </tr>\n",
+              "            <tr>\n",
+              "                                <td id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002row1_col0\" class=\"data row1 col0\" >Documents</td>\n",
+              "                        <td id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002row1_col1\" class=\"data row1 col1\" >1713</td>\n",
+              "            </tr>\n",
+              "            <tr>\n",
+              "                                <td id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002row2_col0\" class=\"data row2 col0\" >Vocab Size</td>\n",
+              "                        <td id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002row2_col1\" class=\"data row2 col1\" >7106</td>\n",
+              "            </tr>\n",
+              "            <tr>\n",
+              "                                <td id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002row3_col0\" class=\"data row3 col0\" >Custom Stopwords</td>\n",
+              "                        <td id=\"T_aa130056_4a8b_11ec_9e99_0242ac1c0002row3_col1\" class=\"data row3 col1\" >True</td>\n",
+              "            </tr>\n",
+              "    </tbody></table>"
+            ],
+            "text/plain": [
+              "<pandas.io.formats.style.Styler at 0x7efe7a68b510>"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "ROGCIg0NB2Bw"
+      },
+      "source": [
+        "rp = create_model('rp', num_topics = 6, multi_core = True)"
+      ],
+      "id": "ROGCIg0NB2Bw",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 255,
+          "referenced_widgets": [
+            "3859d91a1623426e85e9c43e26dba780",
+            "271f027241d543d38ea4c444244d106b",
+            "49eb6fd8239b4b629af0e97b72e30568"
+          ]
+        },
+        "id": "zuSYbQTqC7Vn",
+        "outputId": "c4241980-8c4c-4590-fa46-bdb76a55b9b2"
+      },
+      "source": [
+        "df_lda = assign_model(rp)\n",
+        "df_lda.head()"
+      ],
+      "id": "zuSYbQTqC7Vn",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>title</th>\n",
+              "      <th>post</th>\n",
+              "      <th>Topic_0</th>\n",
+              "      <th>Topic_1</th>\n",
+              "      <th>Topic_2</th>\n",
+              "      <th>Topic_3</th>\n",
+              "      <th>Topic_4</th>\n",
+              "      <th>Topic_5</th>\n",
+              "      <th>Dominant_Topic</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>any good military text-based rpg?</td>\n",
+              "      <td>guy use play game call basically clone call tr...</td>\n",
+              "      <td>4.082483</td>\n",
+              "      <td>-1.632993e+00</td>\n",
+              "      <td>2.980232e-08</td>\n",
+              "      <td>1.490116e-07</td>\n",
+              "      <td>1.632993e+00</td>\n",
+              "      <td>-3.265986</td>\n",
+              "      <td>Topic 0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>FC 6 Defeat Admiral Benitez BROKEN</td>\n",
+              "      <td>try fall trough floor break video game wall se...</td>\n",
+              "      <td>0.816497</td>\n",
+              "      <td>1.632993e+00</td>\n",
+              "      <td>-8.164966e-01</td>\n",
+              "      <td>-1.632993e+00</td>\n",
+              "      <td>-5.960464e-08</td>\n",
+              "      <td>-0.816496</td>\n",
+              "      <td>Topic 1</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>Games with great sound design</td>\n",
+              "      <td>appreciate good sound right game excellent sou...</td>\n",
+              "      <td>6.123724</td>\n",
+              "      <td>5.307228e+00</td>\n",
+              "      <td>-4.082479e-01</td>\n",
+              "      <td>-1.224745e+00</td>\n",
+              "      <td>-6.123724e+00</td>\n",
+              "      <td>-4.490731</td>\n",
+              "      <td>Topic 0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>I need a game recommendation</td>\n",
+              "      <td>bore tear thing reading novel exhaust read nov...</td>\n",
+              "      <td>0.816497</td>\n",
+              "      <td>1.192093e-07</td>\n",
+              "      <td>-2.449490e+00</td>\n",
+              "      <td>4.082483e+00</td>\n",
+              "      <td>-7.748604e-07</td>\n",
+              "      <td>2.449490</td>\n",
+              "      <td>Topic 3</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>Why did Valve made that terrible card game?</td>\n",
+              "      <td>valve usually good job private corporation lis...</td>\n",
+              "      <td>5.307228</td>\n",
+              "      <td>-4.490731e+00</td>\n",
+              "      <td>-4.490731e+00</td>\n",
+              "      <td>-4.082480e-01</td>\n",
+              "      <td>3.674234e+00</td>\n",
+              "      <td>2.857738</td>\n",
+              "      <td>Topic 0</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "                                         title  ... Dominant_Topic\n",
+              "0            any good military text-based rpg?  ...        Topic 0\n",
+              "1           FC 6 Defeat Admiral Benitez BROKEN  ...        Topic 1\n",
+              "2                Games with great sound design  ...        Topic 0\n",
+              "3                 I need a game recommendation  ...        Topic 3\n",
+              "4  Why did Valve made that terrible card game?  ...        Topic 0\n",
+              "\n",
+              "[5 rows x 9 columns]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 35
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 542
+        },
+        "id": "CGCPLIG0C7S4",
+        "outputId": "53093aa0-6fb7-4cb5-da67-59626426f78c"
+      },
+      "source": [
+        "plot_model(rp, plot='topic_distribution',topic_num = 4)"
+      ],
+      "id": "CGCPLIG0C7S4",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"081b1c21-8d8c-4bb2-ac65-180c68c9f469\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    \n",
+              "                if (document.getElementById(\"081b1c21-8d8c-4bb2-ac65-180c68c9f469\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '081b1c21-8d8c-4bb2-ac65-180c68c9f469',\n",
+              "                        [{\"alignmentgroup\": \"True\", \"customdata\": [[\"N, A\"], [\"N, A\"], [\"N, A\"], [\"N, A\"], [\"N, A\"], [\"N, A\"]], \"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Topic=%{x}<br>Documents=%{y}<br>Keyword=%{customdata[0]}\", \"legendgroup\": \"\", \"marker\": {\"color\": \"#636efa\"}, \"name\": \"\", \"offsetgroup\": \"\", \"orientation\": \"v\", \"showlegend\": false, \"textposition\": \"auto\", \"type\": \"bar\", \"x\": [\"Topic 0\", \"Topic 1\", \"Topic 2\", \"Topic 3\", \"Topic 4\", \"Topic 5\"], \"xaxis\": \"x\", \"y\": [357, 493, 133, 190, 166, 313], \"yaxis\": \"y\"}],\n",
+              "                        {\"barmode\": \"relative\", \"legend\": {\"tracegroupgap\": 0}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Document Distribution by Topics\"}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"Topic\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"Documents\"}}},\n",
+              "                        {\"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('081b1c21-8d8c-4bb2-ac65-180c68c9f469');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "textposition": "auto",
+                  "hovertemplate": "Topic=%{x}<br>Documents=%{y}<br>Keyword=%{customdata[0]}",
+                  "showlegend": false,
+                  "legendgroup": "",
+                  "name": "",
+                  "yaxis": "y",
+                  "customdata": [
+                    [
+                      "N, A"
+                    ],
+                    [
+                      "N, A"
+                    ],
+                    [
+                      "N, A"
+                    ],
+                    [
+                      "N, A"
+                    ],
+                    [
+                      "N, A"
+                    ],
+                    [
+                      "N, A"
+                    ]
+                  ],
+                  "y": [
+                    357,
+                    493,
+                    133,
+                    190,
+                    166,
+                    313
+                  ],
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "offsetgroup": "",
+                  "xaxis": "x",
+                  "marker": {
+                    "color": "#636efa"
+                  },
+                  "x": [
+                    "Topic 0",
+                    "Topic 1",
+                    "Topic 2",
+                    "Topic 3",
+                    "Topic 4",
+                    "Topic 5"
+                  ],
+                  "alignmentgroup": "True",
+                  "type": "bar",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly"
+              },
+              "layout": {
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "yaxis": {
+                  "domain": [
+                    0,
+                    1
+                  ],
+                  "anchor": "x",
+                  "title": {
+                    "text": "Documents"
+                  }
+                },
+                "title": {
+                  "text": "Document Distribution by Topics"
+                },
+                "barmode": "relative",
+                "xaxis": {
+                  "domain": [
+                    0,
+                    1
+                  ],
+                  "anchor": "y",
+                  "title": {
+                    "text": "Topic"
+                  }
+                },
+                "legend": {
+                  "tracegroupgap": 0
+                }
+              }
+            }
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "Eua5dKEKC7NN",
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 542
+        },
+        "outputId": "25963fb4-3da5-48f4-ae8b-62e16a04b97c"
+      },
+      "source": [
+        "plot_model(rp)"
+      ],
+      "id": "Eua5dKEKC7NN",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"523e085c-8f6d-4d96-ac94-ad8393cbafcc\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    window.PLOTLYENV.BASE_URL='https://plot.ly';\n",
+              "                    \n",
+              "                if (document.getElementById(\"523e085c-8f6d-4d96-ac94-ad8393cbafcc\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '523e085c-8f6d-4d96-ac94-ad8393cbafcc',\n",
+              "                        [{\"marker\": {\"color\": \"rgba(255, 153, 51, 0.6)\", \"line\": {\"color\": \"rgba(255, 153, 51, 1.0)\", \"width\": 1}}, \"name\": \"count\", \"orientation\": \"v\", \"text\": \"\", \"type\": \"bar\", \"x\": [\"game\", \"play\", \"time\", \"player\", \"good\", \"see\", \"say\", \"go\", \"people\", \"really\", \"year\", \"want\", \"look\", \"come\", \"lot\", \"new\", \"use\", \"ball\", \"shoot\", \"even\", \"win\", \"overwatch\", \"guy\", \"try\", \"great\", \"basketball\", \"may\", \"work\", \"take\", \"fan\", \"high\", \"change\", \"need\", \"first\", \"release\", \"find\", \"give\", \"team\", \"big\", \"seem\", \"back\", \"shot\", \"start\", \"second\", \"long\", \"love\", \"thing\", \"right\", \"content\", \"point\", \"experience\", \"court\", \"character\", \"end\", \"many\", \"keep\", \"title\", \"ever\", \"bad\", \"pc\", \"series\", \"put\", \"help\", \"pretty\", \"fun\", \"story\", \"sure\", \"post\", \"call\", \"never\", \"able\", \"last\", \"jump\", \"enough\", \"old\", \"far\", \"day\", \"set\", \"star\", \"gameplay\", \"video\", \"season\", \"next\", \"however\", \"else\", \"damage\", \"little\", \"thank\", \"issue\", \"wait\", \"hero\", \"watch\", \"arm\", \"actually\", \"pick\", \"hand\", \"interesting\", \"mean\", \"bit\", \"offer\"], \"y\": [496, 198, 169, 153, 146, 112, 103, 100, 98, 91, 89, 89, 85, 84, 84, 80, 73, 68, 68, 68, 67, 66, 66, 65, 63, 63, 60, 59, 59, 57, 55, 55, 55, 55, 53, 52, 52, 52, 51, 51, 50, 48, 47, 46, 45, 43, 43, 43, 42, 42, 41, 41, 41, 41, 41, 39, 39, 38, 38, 37, 37, 37, 37, 36, 36, 36, 36, 35, 35, 35, 34, 34, 33, 33, 33, 33, 32, 32, 32, 31, 31, 30, 30, 29, 29, 28, 28, 27, 27, 27, 27, 27, 27, 27, 27, 26, 26, 26, 26, 26]}],\n",
+              "                        {\"legend\": {\"bgcolor\": \"#F5F6F9\", \"font\": {\"color\": \"#4D5663\"}}, \"paper_bgcolor\": \"#F5F6F9\", \"plot_bgcolor\": \"#F5F6F9\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Topic 0: Top 100 words after removing stop words\"}, \"xaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"\"}, \"zerolinecolor\": \"#E1E5ED\"}, \"yaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Count\"}, \"zerolinecolor\": \"#E1E5ED\"}},\n",
+              "                        {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\", \"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('523e085c-8f6d-4d96-ac94-ad8393cbafcc');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "name": "count",
+                  "text": "",
+                  "y": [
+                    496,
+                    198,
+                    169,
+                    153,
+                    146,
+                    112,
+                    103,
+                    100,
+                    98,
+                    91,
+                    89,
+                    89,
+                    85,
+                    84,
+                    84,
+                    80,
+                    73,
+                    68,
+                    68,
+                    68,
+                    67,
+                    66,
+                    66,
+                    65,
+                    63,
+                    63,
+                    60,
+                    59,
+                    59,
+                    57,
+                    55,
+                    55,
+                    55,
+                    55,
+                    53,
+                    52,
+                    52,
+                    52,
+                    51,
+                    51,
+                    50,
+                    48,
+                    47,
+                    46,
+                    45,
+                    43,
+                    43,
+                    43,
+                    42,
+                    42,
+                    41,
+                    41,
+                    41,
+                    41,
+                    41,
+                    39,
+                    39,
+                    38,
+                    38,
+                    37,
+                    37,
+                    37,
+                    37,
+                    36,
+                    36,
+                    36,
+                    36,
+                    35,
+                    35,
+                    35,
+                    34,
+                    34,
+                    33,
+                    33,
+                    33,
+                    33,
+                    32,
+                    32,
+                    32,
+                    31,
+                    31,
+                    30,
+                    30,
+                    29,
+                    29,
+                    28,
+                    28,
+                    27,
+                    27,
+                    27,
+                    27,
+                    27,
+                    27,
+                    27,
+                    27,
+                    26,
+                    26,
+                    26,
+                    26,
+                    26
+                  ],
+                  "marker": {
+                    "color": "rgba(255, 153, 51, 0.6)",
+                    "line": {
+                      "color": "rgba(255, 153, 51, 1.0)",
+                      "width": 1
+                    }
+                  },
+                  "x": [
+                    "game",
+                    "play",
+                    "time",
+                    "player",
+                    "good",
+                    "see",
+                    "say",
+                    "go",
+                    "people",
+                    "really",
+                    "year",
+                    "want",
+                    "look",
+                    "come",
+                    "lot",
+                    "new",
+                    "use",
+                    "ball",
+                    "shoot",
+                    "even",
+                    "win",
+                    "overwatch",
+                    "guy",
+                    "try",
+                    "great",
+                    "basketball",
+                    "may",
+                    "work",
+                    "take",
+                    "fan",
+                    "high",
+                    "change",
+                    "need",
+                    "first",
+                    "release",
+                    "find",
+                    "give",
+                    "team",
+                    "big",
+                    "seem",
+                    "back",
+                    "shot",
+                    "start",
+                    "second",
+                    "long",
+                    "love",
+                    "thing",
+                    "right",
+                    "content",
+                    "point",
+                    "experience",
+                    "court",
+                    "character",
+                    "end",
+                    "many",
+                    "keep",
+                    "title",
+                    "ever",
+                    "bad",
+                    "pc",
+                    "series",
+                    "put",
+                    "help",
+                    "pretty",
+                    "fun",
+                    "story",
+                    "sure",
+                    "post",
+                    "call",
+                    "never",
+                    "able",
+                    "last",
+                    "jump",
+                    "enough",
+                    "old",
+                    "far",
+                    "day",
+                    "set",
+                    "star",
+                    "gameplay",
+                    "video",
+                    "season",
+                    "next",
+                    "however",
+                    "else",
+                    "damage",
+                    "little",
+                    "thank",
+                    "issue",
+                    "wait",
+                    "hero",
+                    "watch",
+                    "arm",
+                    "actually",
+                    "pick",
+                    "hand",
+                    "interesting",
+                    "mean",
+                    "bit",
+                    "offer"
+                  ],
+                  "type": "bar",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly",
+                "linkText": "Export to plot.ly",
+                "showLink": true
+              },
+              "layout": {
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "title": {
+                  "text": "Topic 0: Top 100 words after removing stop words",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                },
+                "paper_bgcolor": "#F5F6F9",
+                "plot_bgcolor": "#F5F6F9",
+                "yaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "Count",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "xaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "legend": {
+                  "bgcolor": "#F5F6F9",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                }
+              }
+            }
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "x74HWTsCC7Au",
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 113
+        },
+        "outputId": "cd6799a7-1fe2-4f69-c04a-e7e1b3b72399"
+      },
+      "source": [
+        "rp = create_model(metric = 'confidence')\n",
+        "# plotting a model\n",
+        "plot_model(rp)"
+      ],
+      "id": "x74HWTsCC7Au",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "error",
+          "ename": "SystemExit",
+          "evalue": "ignored",
+          "traceback": [
+            "An exception has occurred, use %tb to see the full traceback.\n",
+            "\u001b[0;31mSystemExit\u001b[0m\u001b[0;31m:\u001b[0m (Value Error): Model parameter Missing. Please see docstring for list of available models.\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "3hV4wpwCB2KQ",
+        "outputId": "476d7b3d-143f-4741-e557-0a5d3e148df6"
+      },
+      "source": [
+        "from pycaret.utils import enable_colab\n",
+        "enable_colab()"
+      ],
+      "id": "3hV4wpwCB2KQ",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Colab mode enabled.\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "EH5IcAUoB2Qy"
+      },
+      "source": [
+        ""
+      ],
+      "id": "EH5IcAUoB2Qy",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "fbecb239"
+      },
+      "source": [
+        "lda = create_model('lda', num_topics = 6, multi_core = True)"
+      ],
+      "id": "fbecb239",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 289,
+          "referenced_widgets": [
+            "748dee4c99d249dfac20be52270ac3a6",
+            "497556b91c3f46968a4cd5e4ebb26376",
+            "6b6723ce383e43ccbdfdd5f1170234b4"
+          ]
+        },
+        "id": "D5lGlRov7T67",
+        "outputId": "3f1b3e7d-0590-4ab9-d79f-8c923bf00ac1"
+      },
+      "source": [
+        "df_lda = assign_model(lda)\n",
+        "df_lda.head()"
+      ],
+      "id": "D5lGlRov7T67",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>title</th>\n",
+              "      <th>post</th>\n",
+              "      <th>Topic_0</th>\n",
+              "      <th>Topic_1</th>\n",
+              "      <th>Topic_2</th>\n",
+              "      <th>Topic_3</th>\n",
+              "      <th>Topic_4</th>\n",
+              "      <th>Topic_5</th>\n",
+              "      <th>Dominant_Topic</th>\n",
+              "      <th>Perc_Dominant_Topic</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>any good military text-based rpg?</td>\n",
+              "      <td>guy use play game call basically clone call tr...</td>\n",
+              "      <td>0.005403</td>\n",
+              "      <td>0.005403</td>\n",
+              "      <td>0.721639</td>\n",
+              "      <td>0.005401</td>\n",
+              "      <td>0.199461</td>\n",
+              "      <td>0.062693</td>\n",
+              "      <td>Topic 2</td>\n",
+              "      <td>0.72</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>FC 6 Defeat Admiral Benitez BROKEN</td>\n",
+              "      <td>try fall trough floor break video game wall se...</td>\n",
+              "      <td>0.348321</td>\n",
+              "      <td>0.005425</td>\n",
+              "      <td>0.263942</td>\n",
+              "      <td>0.005422</td>\n",
+              "      <td>0.371488</td>\n",
+              "      <td>0.005403</td>\n",
+              "      <td>Topic 4</td>\n",
+              "      <td>0.37</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>Games with great sound design</td>\n",
+              "      <td>appreciate good sound right game excellent sou...</td>\n",
+              "      <td>0.002334</td>\n",
+              "      <td>0.002327</td>\n",
+              "      <td>0.002346</td>\n",
+              "      <td>0.002331</td>\n",
+              "      <td>0.988328</td>\n",
+              "      <td>0.002334</td>\n",
+              "      <td>Topic 4</td>\n",
+              "      <td>0.99</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>I need a game recommendation</td>\n",
+              "      <td>bore tear thing reading novel exhaust read nov...</td>\n",
+              "      <td>0.003288</td>\n",
+              "      <td>0.003294</td>\n",
+              "      <td>0.214767</td>\n",
+              "      <td>0.003357</td>\n",
+              "      <td>0.771972</td>\n",
+              "      <td>0.003322</td>\n",
+              "      <td>Topic 4</td>\n",
+              "      <td>0.77</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>Why did Valve made that terrible card game?</td>\n",
+              "      <td>valve usually good job private corporation lis...</td>\n",
+              "      <td>0.003491</td>\n",
+              "      <td>0.003501</td>\n",
+              "      <td>0.374057</td>\n",
+              "      <td>0.289864</td>\n",
+              "      <td>0.325593</td>\n",
+              "      <td>0.003492</td>\n",
+              "      <td>Topic 2</td>\n",
+              "      <td>0.37</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "                                         title  ... Perc_Dominant_Topic\n",
+              "0            any good military text-based rpg?  ...                0.72\n",
+              "1           FC 6 Defeat Admiral Benitez BROKEN  ...                0.37\n",
+              "2                Games with great sound design  ...                0.99\n",
+              "3                 I need a game recommendation  ...                0.77\n",
+              "4  Why did Valve made that terrible card game?  ...                0.37\n",
+              "\n",
+              "[5 rows x 10 columns]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 16
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "UGbogRftF3Us",
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 542
+        },
+        "outputId": "db1a1130-eaa9-425b-f05a-3a1eaed35c89"
+      },
+      "source": [
+        "plot_model(lda)"
+      ],
+      "id": "UGbogRftF3Us",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"8d5922b6-c246-4cfa-9b57-245b39750744\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    window.PLOTLYENV.BASE_URL='https://plot.ly';\n",
+              "                    \n",
+              "                if (document.getElementById(\"8d5922b6-c246-4cfa-9b57-245b39750744\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '8d5922b6-c246-4cfa-9b57-245b39750744',\n",
+              "                        [{\"marker\": {\"color\": \"rgba(255, 153, 51, 0.6)\", \"line\": {\"color\": \"rgba(255, 153, 51, 1.0)\", \"width\": 1}}, \"name\": \"count\", \"orientation\": \"v\", \"text\": \"\", \"type\": \"bar\", \"x\": [\"game\", \"world\", \"character\", \"play\", \"go\", \"minute\", \"player\", \"first\", \"take\", \"may\", \"time\", \"post\", \"release\", \"team\", \"duo\", \"link\", \"good\", \"see\", \"lot\", \"seem\", \"claim\", \"use\", \"original\", \"leak\", \"place\", \"big\", \"mumbo\", \"boss\", \"discussion\", \"different\", \"part\", \"version\", \"pad\", \"interesting\", \"back\", \"come\", \"fight\", \"example\", \"area\", \"information\", \"away\", \"thing\", \"say\", \"event\", \"give\", \"previous\", \"pilot\", \"year\", \"move\", \"record\", \"transformation\", \"new\", \"outcome\", \"flight\", \"keep\", \"final\", \"ability\", \"note\", \"switch\", \"long\", \"moment\", \"true\", \"start\", \"enemy\", \"reveal\", \"feature\", \"day\", \"find\", \"end\", \"body\", \"performance\", \"village\", \"work\", \"however\", \"element\", \"individual\", \"story\", \"turn\", \"train\", \"tier\", \"collect\", \"action\", \"control\", \"large\", \"level\", \"environment\", \"person\", \"figure\", \"navigate\", \"name\", \"fun\", \"must\", \"major\", \"help\", \"look\", \"demo\", \"small\", \"comment\", \"weapon\", \"access\"], \"y\": [181, 50, 41, 39, 37, 34, 33, 32, 31, 26, 26, 25, 24, 24, 22, 22, 21, 20, 20, 19, 19, 19, 18, 17, 17, 17, 17, 17, 17, 17, 17, 17, 16, 16, 16, 16, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 14, 14, 14, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13, 12, 12, 12, 12, 12, 12, 12, 12, 12, 11, 11, 11, 11, 11, 11, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 9, 9, 9, 9]}],\n",
+              "                        {\"legend\": {\"bgcolor\": \"#F5F6F9\", \"font\": {\"color\": \"#4D5663\"}}, \"paper_bgcolor\": \"#F5F6F9\", \"plot_bgcolor\": \"#F5F6F9\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Topic 0: Top 100 words after removing stop words\"}, \"xaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"\"}, \"zerolinecolor\": \"#E1E5ED\"}, \"yaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Count\"}, \"zerolinecolor\": \"#E1E5ED\"}},\n",
+              "                        {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\", \"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('8d5922b6-c246-4cfa-9b57-245b39750744');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "name": "count",
+                  "text": "",
+                  "y": [
+                    181,
+                    50,
+                    41,
+                    39,
+                    37,
+                    34,
+                    33,
+                    32,
+                    31,
+                    26,
+                    26,
+                    25,
+                    24,
+                    24,
+                    22,
+                    22,
+                    21,
+                    20,
+                    20,
+                    19,
+                    19,
+                    19,
+                    18,
+                    17,
+                    17,
+                    17,
+                    17,
+                    17,
+                    17,
+                    17,
+                    17,
+                    17,
+                    16,
+                    16,
+                    16,
+                    16,
+                    15,
+                    15,
+                    15,
+                    15,
+                    15,
+                    15,
+                    15,
+                    15,
+                    15,
+                    15,
+                    15,
+                    15,
+                    14,
+                    14,
+                    14,
+                    14,
+                    14,
+                    13,
+                    13,
+                    13,
+                    13,
+                    13,
+                    13,
+                    13,
+                    13,
+                    12,
+                    12,
+                    12,
+                    12,
+                    12,
+                    12,
+                    12,
+                    12,
+                    12,
+                    11,
+                    11,
+                    11,
+                    11,
+                    11,
+                    11,
+                    11,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    10,
+                    9,
+                    9,
+                    9,
+                    9,
+                    9
+                  ],
+                  "marker": {
+                    "color": "rgba(255, 153, 51, 0.6)",
+                    "line": {
+                      "color": "rgba(255, 153, 51, 1.0)",
+                      "width": 1
+                    }
+                  },
+                  "x": [
+                    "game",
+                    "world",
+                    "character",
+                    "play",
+                    "go",
+                    "minute",
+                    "player",
+                    "first",
+                    "take",
+                    "may",
+                    "time",
+                    "post",
+                    "release",
+                    "team",
+                    "duo",
+                    "link",
+                    "good",
+                    "see",
+                    "lot",
+                    "seem",
+                    "claim",
+                    "use",
+                    "original",
+                    "leak",
+                    "place",
+                    "big",
+                    "mumbo",
+                    "boss",
+                    "discussion",
+                    "different",
+                    "part",
+                    "version",
+                    "pad",
+                    "interesting",
+                    "back",
+                    "come",
+                    "fight",
+                    "example",
+                    "area",
+                    "information",
+                    "away",
+                    "thing",
+                    "say",
+                    "event",
+                    "give",
+                    "previous",
+                    "pilot",
+                    "year",
+                    "move",
+                    "record",
+                    "transformation",
+                    "new",
+                    "outcome",
+                    "flight",
+                    "keep",
+                    "final",
+                    "ability",
+                    "note",
+                    "switch",
+                    "long",
+                    "moment",
+                    "true",
+                    "start",
+                    "enemy",
+                    "reveal",
+                    "feature",
+                    "day",
+                    "find",
+                    "end",
+                    "body",
+                    "performance",
+                    "village",
+                    "work",
+                    "however",
+                    "element",
+                    "individual",
+                    "story",
+                    "turn",
+                    "train",
+                    "tier",
+                    "collect",
+                    "action",
+                    "control",
+                    "large",
+                    "level",
+                    "environment",
+                    "person",
+                    "figure",
+                    "navigate",
+                    "name",
+                    "fun",
+                    "must",
+                    "major",
+                    "help",
+                    "look",
+                    "demo",
+                    "small",
+                    "comment",
+                    "weapon",
+                    "access"
+                  ],
+                  "type": "bar",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly",
+                "linkText": "Export to plot.ly",
+                "showLink": true
+              },
+              "layout": {
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "title": {
+                  "text": "Topic 0: Top 100 words after removing stop words",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                },
+                "paper_bgcolor": "#F5F6F9",
+                "plot_bgcolor": "#F5F6F9",
+                "yaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "Count",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "xaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "legend": {
+                  "bgcolor": "#F5F6F9",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                }
+              }
+            }
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "6_5X6df1GDuy",
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 817
+        },
+        "outputId": "1a660932-efa0-4712-a6ca-30b1ecc1b567"
+      },
+      "source": [
+        "plot_model(lda, plot='TSNE',topic_num = 4)\n"
+      ],
+      "id": "6_5X6df1GDuy",
+      "execution_count": null,
+      "outputs": [
+        {
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"1437b215-0856-448f-9c75-13154f7c4476\" class=\"plotly-graph-div\" style=\"height:800px; width:900px;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    \n",
+              "                if (document.getElementById(\"1437b215-0856-448f-9c75-13154f7c4476\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '1437b215-0856-448f-9c75-13154f7c4476',\n",
+              "                        [{\"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Dominant_Topic=Topic 0<br>0=%{x}<br>1=%{y}<br>2=%{z}\", \"legendgroup\": \"Dominant_Topic=Topic 0\", \"marker\": {\"color\": \"#636efa\", \"opacity\": 0.7, \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"Dominant_Topic=Topic 0\", \"scene\": \"scene\", \"showlegend\": true, \"type\": \"scatter3d\", \"x\": [4.005163192749023, -10.524211883544922, 2.16902494430542, 0.9575411677360535, -9.806402206420898, 1.6294304132461548, -0.4298614263534546, 0.776912271976471, -9.84437084197998, -9.418457984924316, -9.302871704101562, 0.607396125793457, -10.360042572021484, -9.50954818725586, 2.451718807220459, 1.9773129224777222, -0.8397263884544373, -0.22321687638759613, -9.300808906555176, -8.876587867736816, 0.9932388067245483, 1.2467352151870728, -10.43359088897705, 0.035721879452466965, -10.167816162109375, 1.0233542919158936, -8.894033432006836, -0.285039484500885, -8.701147079467773, -8.27719783782959, -9.124424934387207, -10.487346649169922, -8.400928497314453, 1.0792672634124756, 3.5620510578155518, -9.678669929504395, -8.989823341369629, 1.0994369983673096, -8.580658912658691, -10.11771297454834, 3.9001362323760986, 1.5465295314788818, -8.588359832763672, -8.945857048034668, 3.379148244857788, 0.9521083831787109, -9.63477897644043, -8.81656551361084, -0.2559400498867035, 2.074280023574829, 0.8839775919914246, 2.1398277282714844, -9.3007173538208, 0.7489042282104492, -9.22177791595459, 3.0197572708129883, -9.94970417022705, -10.30944538116455, 2.504502058029175, 0.6733149886131287, -4.169354438781738, 2.5397567749023438, 4.012571334838867, 0.6074055433273315, 2.092231512069702, -8.8831148147583, -10.676607131958008, -10.48531436920166, -0.43622493743896484, -3.120305299758911, -0.18056240677833557, 1.0495386123657227, 3.5176548957824707, -10.678808212280273, 0.3461734354496002, -8.431902885437012, 4.021415710449219, -9.877311706542969, -9.006591796875, -9.601370811462402, -8.639091491699219, -9.954442024230957, -10.369512557983398, -9.544438362121582, -3.8998987674713135, -10.127335548400879, 0.6045056581497192, 3.246145725250244, 4.030675888061523, -8.610479354858398, -8.463576316833496, -9.699385643005371, -3.9626805782318115, -0.05835040286183357, 0.8636106848716736, -10.677977561950684, 0.7725920677185059, 3.4962592124938965, -8.344661712646484, -9.323820114135742, 0.832223653793335, 0.639461874961853, -9.239529609680176, -10.105013847351074, -10.031164169311523, 0.7832326889038086, -9.543216705322266, 0.7654166221618652, -9.813910484313965, 0.8799885511398315, 0.6796925663948059, 1.023681879043579, 1.991756796836853, -0.1759418547153473, -0.058318160474300385, -9.390177726745605, 0.374328076839447, -10.766745567321777, 4.036811828613281, -9.399069786071777, -9.027310371398926, 1.0751761198043823, 0.7814016938209534, 0.5857635140419006, -0.40533074736595154, -9.600138664245605, -9.940608978271484], \"y\": [-12.952781677246094, -9.265008926391602, -1.9962348937988281, 1.1324620246887207, -9.313617706298828, -2.966400384902954, -0.42377904057502747, -4.987626552581787, -7.990823268890381, -10.293282508850098, -8.901086807250977, -5.089988708496094, -8.76640796661377, -9.825630187988281, -0.7284365296363831, -2.3588905334472656, -0.1208610087633133, -0.6680498719215393, -8.875167846679688, -10.098227500915527, -5.165051460266113, -3.6679775714874268, -8.189382553100586, -3.4794704914093018, -8.315433502197266, -5.081899166107178, -9.867315292358398, -0.6267802715301514, -8.111859321594238, -9.030046463012695, -7.989945888519287, -9.8201322555542, -8.581459045410156, -4.721105575561523, -12.547602653503418, -8.047693252563477, -9.879441261291504, -4.947312831878662, -8.41650676727295, -9.547188758850098, -12.872017860412598, -3.1755306720733643, -9.012837409973145, -10.147518157958984, -2.1606338024139404, -4.644028186798096, -9.4420804977417, -9.341626167297363, -0.6560462117195129, -2.209754467010498, -4.750855445861816, -2.0319135189056396, -8.707001686096191, -5.019485950469971, -9.358445167541504, -1.004508137702942, -8.981026649475098, -8.303260803222656, -0.6612658500671387, -5.15391206741333, 9.164607048034668, -1.1643303632736206, -12.955138206481934, -5.089998245239258, -2.154311418533325, -9.018869400024414, -9.20416259765625, -9.85068130493164, -0.45313650369644165, -1.0323278903961182, -0.6610111594200134, -4.219898700714111, -12.511974334716797, -8.723527908325195, -4.454864978790283, -9.662574768066406, -12.961454391479492, -9.307233810424805, -8.444659233093262, -9.27724552154541, -9.331500053405762, -7.891167163848877, -9.450432777404785, -10.306232452392578, -2.4901809692382812, -8.825359344482422, -5.071478366851807, -1.952672004699707, -12.96574878692627, -8.556737899780273, -9.690814018249512, -8.430411338806152, -2.6703951358795166, -3.8741328716278076, -4.520465850830078, -8.612089157104492, -4.998388767242432, -1.9497315883636475, -9.125262260437012, -8.976310729980469, -4.8658671379089355, -3.52653431892395, -8.193910598754883, -9.99521541595459, -10.20919418334961, -3.9465644359588623, -9.994311332702637, -5.009219169616699, -8.622577667236328, -4.693032264709473, -4.9335856437683105, -5.1286540031433105, -2.3254261016845703, -0.721130907535553, -3.874173641204834, -7.791946887969971, 0.46411702036857605, -9.266939163208008, -12.97060489654541, -9.508197784423828, -8.057356834411621, -4.8297882080078125, -4.9828033447265625, -4.614896774291992, -0.1401880830526352, -8.670934677124023, -10.082691192626953], \"z\": [3.48281192779541, -4.677858352661133, 6.519054889678955, -2.879561185836792, -3.6036946773529053, 6.918850898742676, -3.4836602210998535, 6.4660773277282715, -3.3623504638671875, -4.255382537841797, -5.1895599365234375, 8.019943237304688, -3.0090575218200684, -4.949375152587891, 4.417812824249268, 6.6471333503723145, -2.012376308441162, -3.048793077468872, -4.2566423416137695, -4.241632461547852, 8.233057022094727, 7.146076202392578, -3.9307754039764404, 6.894005298614502, -3.2776455879211426, 7.941423416137695, -3.135773181915283, -3.182462215423584, -3.920243263244629, -4.191868782043457, -4.437646865844727, -4.312658786773682, -3.841066837310791, 8.102396965026855, 4.520339012145996, -4.602721214294434, -4.7824835777282715, 7.938204765319824, -4.479022026062012, -4.958742141723633, 3.770134210586548, 7.043868064880371, -4.72679328918457, -3.596963405609131, 6.107723236083984, 8.208671569824219, -4.192409038543701, -4.919614791870117, -3.122174024581909, 6.578915119171143, 8.373969078063965, 6.495851039886475, -2.7592499256134033, 6.12293004989624, -3.8633527755737305, 6.063378810882568, -4.114518165588379, -4.597860813140869, 4.481513023376465, 8.276576042175293, -2.8992176055908203, 6.314594745635986, 3.4571263790130615, 8.019942283630371, 6.57235860824585, -2.8235785961151123, -3.5081655979156494, -3.7053720951080322, -3.499161958694458, 5.306232929229736, -2.929199695587158, 7.406419277191162, 4.620612621307373, -4.404078006744385, 7.842209815979004, -4.29303503036499, 3.43179988861084, -2.745675802230835, -4.920750617980957, -5.106592655181885, -3.127736806869507, -4.046217918395996, -3.04595947265625, -3.6221771240234375, 5.759729862213135, -5.013861179351807, 7.9948248863220215, 6.107810020446777, 3.4060051441192627, -3.2571983337402344, -3.755143880844116, -4.970587253570557, 5.825579643249512, 7.296678066253662, 7.590246200561523, -3.6598308086395264, 6.39908504486084, 6.041074275970459, -3.552147150039673, -3.6229913234710693, 8.4301118850708, 6.501100063323975, -3.055844783782959, -3.2520394325256348, -3.9580330848693848, 6.901943683624268, -3.053615093231201, 6.322789192199707, -2.7845101356506348, 7.7845988273620605, 8.385226249694824, 8.282880783081055, 6.645392417907715, -2.95045804977417, 7.2967119216918945, -3.89789080619812, -2.990800619125366, -4.028268814086914, 3.3934707641601562, -2.740459442138672, -3.4646854400634766, 7.905300617218018, 6.518555164337158, 8.146464347839355, -3.1764378547668457, -3.8112637996673584, -4.583567142486572]}, {\"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Dominant_Topic=Topic 1<br>0=%{x}<br>1=%{y}<br>2=%{z}\", \"legendgroup\": \"Dominant_Topic=Topic 1\", \"marker\": {\"color\": \"#EF553B\", \"opacity\": 0.7, \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"Dominant_Topic=Topic 1\", \"scene\": \"scene\", \"showlegend\": true, \"type\": \"scatter3d\", \"x\": [10.989288330078125, 3.5383687019348145, 8.835521697998047, -0.48971307277679443, 4.386814117431641, 9.644369125366211, 8.33525276184082, 3.9575631618499756, 4.330314636230469, 5.346001625061035, 4.1340651512146, 9.327264785766602, 5.404767036437988, 11.406033515930176, -0.14885450899600983, 3.3696494102478027, 8.656566619873047, 8.948014259338379, 7.569489479064941, 10.619246482849121, 10.15321159362793, 4.766699314117432, 4.489662170410156, 7.520814895629883, -0.025302493944764137, 2.0628292560577393, 3.9798927307128906, -0.4211611747741699, 4.559378147125244, 4.258010387420654, 8.954851150512695, 10.605847358703613, 4.674160480499268, 4.377323627471924, 3.415224075317383, 1.4068502187728882, 8.287837982177734, 4.409867286682129, 6.389725208282471, 4.065240859985352, 4.498652458190918, 8.733686447143555, 3.731566905975342, 3.5810129642486572, 4.692034721374512, 4.7313055992126465, 4.828366756439209, 3.6500673294067383, 4.116653919219971, 5.477675914764404, 4.8277177810668945, 7.737870693206787, 10.5200777053833, 4.535388946533203, 5.485777378082275, 9.663213729858398, 10.934670448303223, 10.994153022766113, 3.9690637588500977, 8.585455894470215, 10.36082649230957, 3.1742451190948486, 4.836338520050049, 9.31029224395752, 6.809289455413818, 11.577412605285645, 3.4956493377685547, 9.555265426635742, 9.172775268554688, 9.988778114318848, 3.9682822227478027, 11.418203353881836, 3.9402565956115723, 3.517580986022949, 5.045919418334961, 3.5488619804382324, 0.6954135298728943, 8.70474624633789, 4.8534159660339355, 4.500385284423828, 3.943787097930908, 4.158008575439453, 8.160359382629395, 10.057092666625977, 4.515059947967529, 4.468394756317139, 9.884308815002441, 11.21107292175293, 4.110511779785156, 8.703458786010742, 4.1569743156433105, 4.504095077514648, 3.960230827331543, 7.915261268615723, 6.900225639343262, 4.4891886711120605, 4.532486915588379, 4.130415439605713, 4.7300519943237305, 10.594128608703613, 7.251425743103027, 3.8277671337127686, 9.153843879699707, 4.0612406730651855, 10.192708015441895, 4.576289176940918, 8.665103912353516, 4.575422763824463, 2.9423935413360596, 4.267709732055664, 10.040332794189453, 8.646883010864258, 7.947142124176025, 5.53791618347168, 3.4730119705200195, 4.0619306564331055, 7.832126140594482, 3.215646743774414, 4.730772972106934, 4.402450084686279, 9.842140197753906, 4.570900917053223, 4.674465656280518, 10.123580932617188, 5.620118141174316, 4.602096080780029, 4.417965888977051, 4.132887840270996, 8.083226203918457, 10.986536026000977, 10.836410522460938, 3.028876543045044, 9.148174285888672, 3.301295757293701, 4.513706207275391, 7.831212520599365, 7.117178916931152, -0.5911513566970825, 9.860715866088867, 4.599190711975098, 3.9076642990112305, 3.5364599227905273, 4.515500545501709, 9.338445663452148, 10.901631355285645, 5.445764541625977, 4.4499406814575195, 4.017000198364258, 3.8639159202575684, 3.5275657176971436, 7.258242130279541, 9.399127006530762, 4.257205963134766, 8.896883964538574, 5.5217814445495605, 6.717564582824707, 3.9586620330810547, 5.349241733551025, 0.7237123250961304, 4.001242160797119, 4.934438228607178, 4.592708587646484, 4.2179036140441895, 3.943378210067749, -0.21460214257240295, 6.394946575164795, 8.003296852111816, 3.1025755405426025, 4.4957756996154785, 4.67498779296875, 4.4076714515686035, 3.970686435699463, 4.450677871704102, 3.9610989093780518, 5.7815070152282715, 4.732235908508301, 4.733911991119385, 5.042809009552002, 11.448192596435547, 4.579807758331299, 10.561432838439941, 0.07080453634262085, 10.53741455078125, 3.5857861042022705, 4.364221096038818, -0.6975098252296448, 0.07975075393915176, 11.165270805358887, -0.22954145073890686, 3.3667314052581787, 3.3293299674987793, 1.7978495359420776, 4.558454990386963, 9.519312858581543, 11.472537994384766, 4.833909034729004, 0.01170550286769867, 9.308119773864746, 3.5448617935180664, 4.491261959075928, 4.284236907958984, 4.063962936401367, 3.4899892807006836, 3.538360118865967, 5.792293548583984, 5.18149995803833, 3.968930244445801, 4.801449298858643, 8.397482872009277, -0.5114725828170776, 10.089115142822266, 4.123409748077393, 4.4125237464904785, 6.467622756958008, 6.5152692794799805, 5.436863422393799, 4.641655445098877, 3.701991558074951, 6.6009650230407715, 3.3723762035369873, 3.5370585918426514, 3.616258144378662, 3.5522620677948, 5.043054580688477, 10.52750015258789, 4.614506721496582, 4.141021251678467, -0.21052959561347961, 5.344884872436523, 5.5853681564331055, 4.256015300750732, 4.6236772537231445, -0.8989968299865723, 4.549543857574463, 4.328902244567871, 11.241133689880371, 4.95287561416626, 4.112515449523926, 3.41546630859375, 4.556414604187012, 3.5197315216064453, 4.721005439758301, 4.83258581161499, 5.345643043518066, 11.504249572753906, 5.0971503257751465, 6.8036580085754395, 5.506176948547363, 5.704631805419922, 11.14995002746582, 4.312714099884033, 3.996443510055542, 4.1584672927856445, 4.985383033752441, 4.396529674530029, 4.2752766609191895, 5.300705909729004, 11.028555870056152, 2.9386987686157227, 4.546566486358643, 4.674901962280273, 0.41454407572746277], \"y\": [-6.462655544281006, -11.229700088500977, -9.616451263427734, -6.714224815368652, -18.280542373657227, -8.101483345031738, -10.508583068847656, -15.90488052368164, -13.037765502929688, -7.420551300048828, -14.858417510986328, -8.58681583404541, -1.4121737480163574, -4.9017839431762695, -7.127618789672852, -7.2080841064453125, -9.877260208129883, -6.361362457275391, -11.394880294799805, -6.500341892242432, -6.708255290985107, -9.014355659484863, -13.130047798156738, -6.469780921936035, -7.35611629486084, -4.052060604095459, -16.530641555786133, -6.773831367492676, -19.42967987060547, -17.939584732055664, -8.31396198272705, -7.130764007568359, -12.605992317199707, -18.29293441772461, -8.156390190124512, -4.696723461151123, -10.576131820678711, -18.583942413330078, -5.421331882476807, -12.981250762939453, -13.10446834564209, -9.732403755187988, -10.201224327087402, -11.527826309204102, -12.779324531555176, -12.202826499938965, -8.551987648010254, -6.393916606903076, -14.87646770477295, -7.442789077758789, -8.460128784179688, -11.280099868774414, -6.916918754577637, -19.903966903686523, -6.977274417877197, -5.074223518371582, -6.444393634796143, -5.131828308105469, -16.513580322265625, -10.10056209564209, -6.682920455932617, -7.2420148849487305, -11.81998348236084, -8.76067066192627, -11.871598243713379, -4.382167339324951, -8.932537078857422, -8.520960807800293, -6.092708587646484, -8.011028289794922, -20.6965389251709, -5.152197360992432, -15.98464584350586, -9.291426658630371, -11.40774154663086, -9.04046630859375, -5.065189838409424, -7.257719993591309, -8.76870346069336, -13.628870010375977, -15.973136901855469, -17.535158157348633, -10.747777938842773, -6.531679630279541, -8.117925643920898, -20.08099937438965, -7.517739295959473, -5.48033332824707, -14.888849258422852, -7.971729278564453, -13.010653495788574, -18.829097747802734, -15.329902648925781, -11.08568286895752, -6.336945533752441, -13.082474708557129, -9.850034713745117, -14.871651649475098, -8.80119514465332, -6.883615970611572, -11.672725677490234, -10.038823127746582, -8.576881408691406, -17.080890655517578, -6.935293197631836, -13.156972885131836, -9.871028900146484, -13.023110389709473, -6.960381507873535, -17.94786262512207, -5.53361701965332, -2.9131343364715576, -11.070072174072266, -17.705703735351562, -8.904985427856445, -17.073015213012695, -11.20355224609375, -7.654767990112305, -12.190935134887695, -18.57558250427246, -7.83361291885376, -13.134194374084473, -12.601184844970703, -7.329394817352295, -7.18552827835083, -13.205999374389648, -14.024880409240723, -14.88235855102539, -10.857283592224121, -4.1865763664245605, -5.255296230316162, -6.717000484466553, -6.112293243408203, -7.7782158851623535, -18.8385066986084, -11.199028968811035, -6.488353729248047, -6.527894973754883, -7.557707786560059, -13.18189525604248, -15.916121482849121, -11.467530250549316, -18.863117218017578, -8.849895477294922, -6.306185722351074, -1.428100824356079, -9.667990684509277, -20.677988052368164, -15.407093048095703, -9.153739929199219, -6.45606803894043, -3.484182834625244, -20.458223342895508, -9.228296279907227, -5.905689716339111, -6.218214511871338, -16.510282516479492, -5.046278476715088, -5.036760330200195, -15.365132331848145, -11.710701942443848, -13.105620384216309, -9.584549903869629, -15.9382963180542, -7.0127739906311035, -5.6725873947143555, -10.978076934814453, -7.339437961578369, -13.659682273864746, -12.600266456604004, -14.060420989990234, -16.544591903686523, -20.12908172607422, -15.466167449951172, -6.307571887969971, -12.209296226501465, -12.200361251831055, -11.413475036621094, -4.591883182525635, -13.145974159240723, -5.039709568023682, -7.519472599029541, -6.821278095245361, -10.989238739013672, -20.296009063720703, -6.507477283477783, -7.545660495758057, -5.759968280792236, -7.063140392303467, -8.091937065124512, -7.922353744506836, -4.099131107330322, -19.4242000579834, -8.300346374511719, -4.53626012802124, -8.608624458312988, -5.738010406494141, -5.775628566741943, -9.478124618530273, -19.086750030517578, -17.932165145874023, -17.0373592376709, -8.693238258361816, -11.432021141052246, -6.42456579208374, -7.843025207519531, -16.532209396362305, -8.645051002502441, -2.5817816257476807, -6.184803485870361, -5.88800573348999, -14.873738288879395, -14.04096508026123, -7.264050006866455, -7.351685523986816, -10.947064399719238, -13.116612434387207, -14.715849876403809, -6.211936950683594, -8.144715309143066, -10.525300025939941, -11.591440200805664, -10.988372802734375, -11.413501739501953, -7.364113807678223, -13.270759582519531, -17.498016357421875, -7.079901218414307, -5.253983974456787, -7.066201686859131, -20.459186553955078, -13.135748863220215, -6.310663223266602, -19.71491050720215, -4.6783671379089355, -4.883981704711914, -8.473592758178711, -14.892395973205566, -8.488570213317871, -19.2756404876709, -11.455482482910156, -13.024247169494629, -11.832039833068848, -7.540131568908691, -4.5958380699157715, -8.22632122039795, -6.321094036102295, -7.067474365234375, -14.924890518188477, -5.770839214324951, -20.383731842041016, -9.870871543884277, -17.541067123413086, -5.20555305480957, -20.24473762512207, -17.953472137451172, -7.4618635177612305, -6.052487850189209, -17.122173309326172, -18.846731185913086, -12.597278594970703, -5.307808876037598], \"z\": [-3.2912588119506836, -3.6887047290802, -3.6858749389648438, -0.7515668869018555, -4.36586856842041, -4.972332000732422, -3.473947525024414, -3.8650293350219727, 2.453580856323242, 1.1192973852157593, -3.4134340286254883, -3.791236639022827, 5.051283359527588, -2.7174084186553955, -0.7634555697441101, -5.244801044464111, -3.658451557159424, -5.291637897491455, -3.1280581951141357, -3.4179670810699463, -3.566800594329834, -0.24072837829589844, 1.7177215814590454, -4.121260643005371, -0.7240394949913025, -2.617637872695923, -3.9571897983551025, -0.7668964862823486, -4.417638778686523, -4.228200912475586, -3.8666019439697266, -3.4091484546661377, -2.291288375854492, -4.377625465393066, -4.939026355743408, -3.2971785068511963, -3.4507548809051514, -4.246164798736572, -4.251655578613281, 3.300096035003662, 1.7174975872039795, -3.6911611557006836, -0.9699397683143616, -3.5645172595977783, 0.3345537483692169, -1.9640581607818604, -0.16775019466876984, -3.5864810943603516, -3.4249069690704346, 0.883827805519104, -0.33947914838790894, -3.201796054840088, -3.45719051361084, -4.460992813110352, 1.8598719835281372, -1.6118913888931274, -3.305870532989502, -2.9410369396209717, -3.9546892642974854, -3.5887084007263184, -3.499711513519287, -5.366365909576416, -1.3490201234817505, -3.7064602375030518, -2.8283002376556396, -2.3347420692443848, -4.572608947753906, -3.6344211101531982, -5.321800231933594, -3.5085151195526123, -4.832768440246582, -2.834249496459961, -3.724668025970459, -4.402001857757568, -0.5376104712486267, -4.442753314971924, -2.527665138244629, -5.047008991241455, -0.040272001177072525, -2.804842710494995, -3.7027482986450195, -4.177641868591309, -3.384509801864624, -3.5803427696228027, -1.6304351091384888, -4.44132137298584, -3.685056686401367, -3.009782075881958, -3.4216392040252686, -4.589900016784668, 3.0067694187164307, -4.446275234222412, -3.746182680130005, -3.273932933807373, -4.269866943359375, 1.7890071868896484, -0.620547890663147, -3.416621208190918, -0.11982422322034836, -3.443215847015381, -3.020418882369995, -0.862437903881073, -3.9439830780029297, -4.081021785736084, -3.5690300464630127, 1.237075924873352, -3.6589934825897217, 1.4564433097839355, -5.446324825286865, -4.206449031829834, -3.9446756839752197, -2.785121202468872, -3.290192127227783, -4.332751274108887, -4.626539707183838, -4.08355188369751, -3.2419517040252686, -5.253935813903809, -1.955122709274292, -4.226480960845947, -3.6496167182922363, 1.3114482164382935, -2.2892966270446777, -3.576113224029541, 1.0331553220748901, 0.8374027609825134, -2.9706928730010986, -3.420227527618408, -3.3458008766174316, -2.6665923595428467, -3.029552936553955, -5.553778648376465, -5.317872524261475, -5.140917778015137, -4.439032077789307, -3.2410929203033447, -4.234833717346191, -0.7721056938171387, -3.6933693885803223, 0.9591494798660278, -3.840660572052002, -3.635347604751587, -4.2981743812561035, -3.6759963035583496, -3.297968626022339, 5.033719062805176, -0.5237236618995667, -4.803287982940674, -3.6116676330566406, -4.436813831329346, -4.2016472816467285, -2.795149803161621, -4.643678665161133, -3.831968307495117, -4.4863972663879395, 1.027747631072998, -3.958949565887451, -4.362058639526367, -2.6496500968933105, -3.760770320892334, 0.10068681836128235, -2.557584762573242, -0.5608092546463013, -3.8425769805908203, -0.784109354019165, -4.2947001457214355, -3.312411069869995, -5.3938798904418945, -2.816570997238159, -2.28882098197937, -2.989323616027832, -3.958867311477661, -4.463066577911377, -3.466505527496338, -4.506810665130615, -1.9684590101242065, -1.959258794784546, -0.5451006889343262, -2.521963119506836, 1.2254160642623901, -2.9881339073181152, -0.7009212374687195, -3.4627883434295654, -3.6698923110961914, -4.544451713562012, -0.7155734300613403, -0.6985588669776917, -3.102769613265991, -0.7446293830871582, -5.010414123535156, -5.086806774139404, -2.4583492279052734, -4.418124675750732, -4.691305637359619, -2.4769833087921143, -0.0026491335593163967, -1.6477969884872437, -1.8392471075057983, -4.320047855377197, -4.290703296661377, -4.2230000495910645, -4.083929061889648, -4.665800094604492, -3.6399099826812744, -4.263438701629639, 0.5761491060256958, -3.9579098224639893, -0.009425932541489601, -2.705177068710327, -1.0011937618255615, -3.4599194526672363, -3.419842004776001, -2.981882333755493, 0.04318392649292946, -0.1138475313782692, -0.0714268833398819, -0.04869090020656586, -2.330095052719116, -4.307064533233643, -4.989575386047363, -3.9069557189941406, -3.5090928077697754, -3.730750799179077, -0.5431572794914246, -3.422685384750366, 0.06949661672115326, -4.174488544464111, -0.7483767867088318, -4.43105411529541, 1.3470799922943115, -4.643558025360107, 0.6743637919425964, -0.6721499562263489, -4.391198635101318, -3.9297232627868652, -2.753432273864746, 0.01812969334423542, -3.430293321609497, -4.854551315307617, -4.4212799072265625, -3.6605093479156494, 1.059955358505249, -1.3708115816116333, 0.9680743217468262, -2.507869005203247, 0.1867327094078064, -4.37939977645874, 1.585097312927246, -3.6565473079681396, -3.111450672149658, -4.610223293304443, -0.7419543862342834, -4.180024147033691, -4.523252964019775, -4.517604827880859, -4.225320816040039, 1.241658091545105, -3.2127685546875, -4.650049209594727, -4.349940776824951, -2.2858095169067383, -2.1867690086364746]}, {\"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Dominant_Topic=Topic 2<br>0=%{x}<br>1=%{y}<br>2=%{z}\", \"legendgroup\": \"Dominant_Topic=Topic 2\", \"marker\": {\"color\": \"#00cc96\", \"opacity\": 0.7, \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"Dominant_Topic=Topic 2\", \"scene\": \"scene\", \"showlegend\": true, \"type\": \"scatter3d\", \"x\": [9.017034530639648, 10.698357582092285, 9.261704444885254, 6.382248878479004, 19.100372314453125, 11.767654418945312, 4.921090602874756, 6.435094356536865, -1.3023115396499634, 9.096646308898926, 7.74360466003418, 5.636638641357422, -0.001018347917124629, -0.07750634849071503, -0.4681428372859955, -0.42603135108947754, 5.829414367675781, 15.901217460632324, 4.938028335571289, 5.146066188812256, 2.379988670349121, 8.441488265991211, -0.7163697481155396, 3.106294631958008, 8.47876262664795, 4.5394182205200195, 6.638854503631592, 1.1515154838562012, 11.420130729675293, 7.225496292114258, 10.795927047729492, 7.579161167144775, 10.418157577514648, 5.835324287414551, 2.3224194049835205, 0.44736501574516296, -1.4549365043640137, 6.044724941253662, 17.479564666748047, -3.277019500732422, 6.249102592468262, 1.6602221727371216, -3.3187129497528076, 7.750433921813965, 9.367575645446777, 13.443087577819824, 12.325284004211426, -2.0028512477874756, 5.470739364624023, 8.224953651428223, 8.24354362487793, 6.911986351013184, 3.7284998893737793, 4.244482517242432, 8.28172492980957, 4.5234150886535645, 9.471312522888184, 6.578701496124268, -2.979429006576538, 8.646029472351074, 0.795177161693573, -3.421473264694214, -0.7940221428871155, 8.509598731994629, 12.03762149810791, 3.7590601444244385, -1.3385370969772339, 11.77787971496582, 11.230215072631836, 6.429218292236328, 0.8731151819229126, 8.77158260345459, 9.372142791748047, 11.54132080078125, 10.758429527282715, 8.866961479187012, 9.072935104370117, 3.8516147136688232, -3.8658699989318848, 9.031018257141113, 7.4802656173706055, 6.3492751121521, -1.2672302722930908, 11.840840339660645, 13.505294799804688, 4.889246463775635, 7.224666595458984, 9.567584991455078, 8.151531219482422, 6.221715927124023, -2.9965362548828125, 3.7875277996063232, 9.228577613830566, 5.1464314460754395, 9.039688110351562, 5.761746883392334, -0.2125208079814911, 5.360651016235352, 6.9911885261535645, 8.205833435058594, 2.326817512512207, 7.089492321014404, 6.4442458152771, 2.6892104148864746, 8.031694412231445, 2.9910309314727783, 10.953666687011719, 8.04986572265625, 0.10054938495159149, 2.7444467544555664, 4.182570934295654, 9.606308937072754, 7.5660552978515625, 11.808034896850586, 3.023768186569214, 11.094314575195312, 2.6725821495056152, 17.879722595214844, 15.9104642868042, -0.9969885349273682, 5.4801740646362305, 3.2365963459014893, 6.247928142547607, 7.555698394775391, 14.53031063079834, 11.275898933410645, 9.55673599243164, 10.95436954498291, 10.828202247619629, 2.082313299179077, 19.204017639160156, 5.088943004608154, 4.326056480407715, 4.488122463226318, 11.066295623779297, 5.6669721603393555, 18.74202537536621, 10.192011833190918, 11.356949806213379, 11.954090118408203, 18.39248275756836, 10.661725044250488, 0.927436113357544, 12.02357006072998, 4.623064041137695, 1.2196637392044067, 5.802000999450684, 5.44778299331665, 11.202733993530273, 3.2466580867767334, 4.140802383422852, 7.504857063293457, 10.146554946899414, 11.1270112991333, 10.384624481201172, 11.18580150604248, 5.041808605194092, 17.93834686279297, 11.931768417358398, 12.427244186401367, 7.685499668121338, 6.873627662658691, 4.141379356384277, 2.1911792755126953, 19.437808990478516, 0.011131593026220798, 17.492427825927734, 10.392328262329102, 18.742116928100586, 7.782682418823242, 8.914521217346191, 3.0872011184692383, 4.791584014892578, -1.5191309452056885, 7.6199631690979, 4.486715316772461, 4.844884872436523, 16.16172981262207, 10.992030143737793, 7.683638095855713, 10.043810844421387, 7.709236145019531, 17.627765655517578, 7.86749267578125, 6.185155868530273, 3.2838382720947266, 11.241350173950195, 8.727023124694824, 19.408100128173828, 11.253684043884277, 11.646427154541016, 11.95425796508789, 6.29889440536499, 7.163564682006836, -0.6509143710136414, 8.26646614074707, 3.2683870792388916, 4.196031093597412, 8.372532844543457, 18.185213088989258, 15.899227142333984, 8.671431541442871, 12.011947631835938, 3.9512805938720703, 6.190014362335205, 9.329322814941406, 4.283473968505859, 4.893566131591797, 0.8863837718963623, 8.248923301696777, 8.49549674987793, 10.984554290771484, 12.811822891235352, 13.512277603149414, 8.245851516723633, 17.969314575195312, 10.415963172912598, 9.611187934875488, 7.855125904083252, 0.9454662799835205, 4.489797115325928, 6.189063549041748, 8.206963539123535, 9.609929084777832, 19.45853042602539, 9.112431526184082, 15.627179145812988, 4.8800201416015625, 11.155586242675781, -3.0195608139038086, 8.107025146484375, 12.085681915283203, 10.374946594238281, 3.727564811706543, 2.251371383666992, 3.2703676223754883, 4.492466926574707, 11.950567245483398, 7.537927150726318, 17.95281219482422, 2.0023415088653564, 11.975380897521973, 5.111213684082031, 6.8798723220825195, 8.018242835998535, 17.613666534423828, 10.957170486450195, 4.141810894012451, 4.33621072769165, 9.160262107849121, 5.731467247009277, 8.459792137145996, 12.076416969299316, 8.26487922668457, 11.247509956359863, 3.5107414722442627, 10.819428443908691, 11.231945991516113, -3.0882678031921387, 4.8950886726379395, 14.04311752319336, 11.088611602783203, 2.5058765411376953, 7.398941993713379, 4.432476997375488, 9.374434471130371, 19.14710807800293, 4.141567707061768, 4.245366096496582, 12.086807250976562, 1.6488384008407593, 8.807368278503418, 9.155817985534668, 6.210018634796143, 6.870862007141113, 11.346551895141602, 9.35147476196289, 3.443242311477661, 12.482738494873047, 4.482058525085449, 7.3448100090026855, 4.558424949645996, 12.79686164855957, -1.0066719055175781, 10.94559383392334, 16.805221557617188, -1.629868507385254, 11.190954208374023, 14.54134750366211, 1.0753026008605957, 11.478856086730957, -1.1361390352249146, -2.82319974899292, 8.900914192199707, 14.561409950256348, 11.209670066833496, 16.58711814880371, 10.874866485595703, 5.5582661628723145, 8.127181053161621, -3.501006841659546, 4.141205787658691, 19.388338088989258, 8.58299446105957, 11.337772369384766, 5.155461311340332, 5.030234336853027, 6.1809515953063965, 15.631872177124023, 9.599005699157715, -1.884880781173706, 6.338307857513428, 4.93168830871582, 4.554290771484375, -1.7546279430389404, 10.951509475708008, 14.979406356811523, -2.5750205516815186, 0.048258423805236816, 5.42722749710083, 13.484831809997559, 18.718385696411133, 13.476426124572754, 8.193984985351562, 10.443175315856934, 12.333168983459473, 11.69492244720459, 4.479602813720703, 12.017885208129883, 9.615005493164062, 4.60650110244751, 4.897795677185059, 2.15346360206604, 2.594914197921753, 12.180781364440918, 12.380034446716309, 12.276838302612305, 10.933629989624023, 3.212679624557495, 8.385763168334961, 0.23126602172851562, -3.1392109394073486, 5.441919803619385, -1.5734574794769287, -3.1679883003234863, 18.32245635986328, -2.6861352920532227, 5.20702600479126, 3.724703788757324, 4.770897388458252, 11.521768569946289, 14.535568237304688, 7.5132880210876465, 0.7033722400665283, 3.2459583282470703, -0.6101602911949158, 0.9318382740020752, 7.466740131378174, 7.544519901275635, 3.782156229019165, 10.362711906433105, -0.962620198726654, 6.038547515869141, -3.9640872478485107, 4.864231109619141, 0.503340482711792, -2.3515870571136475, -2.513807535171509, 7.5189056396484375, -4.202415943145752, 5.4612321853637695, 15.322908401489258, 8.731274604797363, 3.4652180671691895, -1.5895732641220093, 7.541885852813721, 8.648246765136719, -0.43898698687553406, 1.2100294828414917, 4.312014102935791, -0.7886989712715149, 6.46842622756958, 3.146327495574951, 7.308228015899658, -0.8069855570793152, -3.111872911453247, -0.14342382550239563, -0.9357938766479492, 2.740957021713257, 11.804866790771484, 3.673478603363037, 8.541775703430176, 2.6334145069122314, 1.6438692808151245, 4.026970386505127, -0.11109138280153275, 0.21134382486343384, -0.8184201717376709, 0.48940229415893555, 3.952392578125, -0.3661327660083771, -2.9525563716888428, 2.9496397972106934, 3.4984066486358643, -1.9640207290649414, 9.396570205688477, 12.246310234069824, 3.8569893836975098, -1.956453561782837, 0.35568079352378845, 8.844383239746094, 12.036169052124023, 0.9142453074455261, 12.051840782165527, -3.3359169960021973, 4.55711030960083, 6.7294697761535645, -1.1606733798980713, 5.462136268615723, 12.066108703613281, 4.865853309631348, -0.1614467054605484, 8.237298011779785, 9.56702995300293, 5.451265335083008, 2.6185367107391357, 14.045869827270508, 7.783496856689453, 6.868542194366455, 0.029127882793545723, 3.17903208732605, 11.268265724182129, 11.181595802307129, 18.990116119384766, -1.4503005743026733, 8.758386611938477, 10.398218154907227, -1.6469296216964722, -4.5887556076049805, -3.1498138904571533, 5.597529888153076, 6.177043437957764, -3.293505907058716, 5.86248254776001, 15.607418060302734, -3.057739019393921, 3.5416831970214844, 14.527897834777832, 8.90040111541748, 2.2702395915985107, 1.111704707145691, -1.284663200378418, 15.59753704071045, 6.548365592956543, 6.191133975982666, 13.453930854797363, -4.445191860198975, 12.835501670837402, 6.876514434814453, -3.2111854553222656, -4.606469631195068, -0.37273675203323364, 5.017423152923584, 5.4608588218688965, 19.352506637573242, -1.0860271453857422, 16.13364028930664, 8.224601745605469, -1.6798858642578125, 1.9735264778137207, 2.723505973815918, 7.066295146942139, 3.674107789993286, -3.3889405727386475, 14.024727821350098, 11.167510986328125, -1.8341599702835083, -1.0200282335281372, -1.2598223686218262, -0.6529378294944763, 8.153664588928223, 4.783754825592041, 18.81198501586914, 5.598753929138184, -3.532395124435425, -4.371533393859863, -2.9367051124572754, 6.893309116363525, 1.3952419757843018, 3.7393786907196045, 1.7668650150299072, 3.434063196182251, 4.041042327880859, 19.04979133605957, 14.945502281188965, 2.1760034561157227, 11.23580265045166, 4.729201316833496, 13.440740585327148, 6.5333733558654785, -2.428642749786377, -3.8284177780151367, -1.25637948513031, 19.01990509033203, 4.050504207611084, 10.37231159210205, 6.333662509918213, 8.26085376739502, 0.26365381479263306, -0.7908855080604553, 6.86776065826416, 8.06732177734375, 8.8652982711792, 1.2226016521453857, 8.232060432434082, 0.5213705897331238, 5.977219581604004, 5.325591564178467, 3.8152976036071777, 6.1850080490112305, 3.2645487785339355, 11.23431396484375, -1.6207003593444824, 5.4807233810424805, 8.250093460083008, -4.346365928649902, -0.4443540871143341, 8.2500638961792, 8.132844924926758, 0.06219557672739029, -1.1040263175964355, 19.418800354003906, 17.168012619018555, -1.106479525566101, -0.08850227296352386, 5.08074951171875, 18.56949234008789, 18.320371627807617, -1.4364665746688843, -1.6998034715652466, 18.649545669555664, 9.306314468383789, 19.28203010559082, 6.133315086364746, 10.848103523254395, 9.586997985839844, -3.1336185932159424, 2.1478447914123535, -4.410467624664307, 17.168922424316406, 3.5915656089782715, -2.3382186889648438, 17.16809844970703, -3.1225404739379883, -3.8302512168884277, 18.434350967407227, 2.9570155143737793, -4.108340740203857], \"y\": [-3.2375452518463135, -0.356904536485672, -2.9072165489196777, -1.2503623962402344, 11.330135345458984, -2.393638849258423, 2.9124345779418945, 1.2077627182006836, 8.920845031738281, 6.883256435394287, -1.445576786994934, 4.156599521636963, 8.928717613220215, 9.564469337463379, 9.977560043334961, 5.873775482177734, -0.6887364387512207, 10.57140827178955, 3.9367706775665283, 3.626600980758667, 2.610578775405884, -4.253471374511719, 9.83118724822998, 3.9478940963745117, 7.087063789367676, 4.334781646728516, 4.221623420715332, 6.624031066894531, -0.8894284963607788, 4.697917461395264, -0.2360605150461197, 8.971238136291504, 9.479426383972168, -0.6372182965278625, 5.205533981323242, 6.611804962158203, 10.066231727600098, 3.998826265335083, 10.827693939208984, 5.388146877288818, 4.057868957519531, 9.717595100402832, 2.469006061553955, 5.335699558258057, 8.38245677947998, 10.117535591125488, -3.132675886154175, 5.315749168395996, 7.7365241050720215, 9.207907676696777, 6.2435221672058105, 4.411871433258057, 4.556830883026123, 5.6327385902404785, -1.362877607345581, 4.374614238739014, 8.4940767288208, 0.5310972332954407, 3.627699851989746, -3.8625667095184326, 6.489010334014893, 2.453325033187866, 5.852274417877197, 6.81020450592041, 9.83349609375, 0.0570969358086586, 5.654759407043457, -2.5026166439056396, 9.677698135375977, 7.079924583435059, 5.9729228019714355, -3.54892897605896, 8.379606246948242, -0.5511313080787659, 11.924509048461914, 7.385992527008057, 6.778958320617676, 1.8011528253555298, 3.8579001426696777, 8.062849998474121, 7.215804576873779, 3.143826484680176, 10.119112968444824, -1.5648548603057861, 10.128992080688477, -1.2609200477600098, 4.677387714385986, 8.613125801086426, 3.947540283203125, -0.4022461771965027, 4.259779930114746, 9.859162330627441, 8.226432800292969, 3.455127000808716, 7.778365612030029, 6.045406341552734, 6.7132134437561035, 3.861513614654541, -0.7040325403213501, -2.0253560543060303, 9.644843101501465, 4.559953689575195, 3.7881784439086914, -0.2442360371351242, 5.663475036621094, 2.6400864124298096, -0.6820684671401978, 5.960849285125732, 10.003963470458984, 9.65802001953125, 4.422239780426025, -3.4966635704040527, 8.969636917114258, -2.765913963317871, -0.35057076811790466, -0.3942013382911682, -0.16541989147663116, 10.920296669006348, 10.573014259338379, 8.18728256225586, 7.739440441131592, 0.35533949732780457, 4.064001560211182, -0.7526300549507141, 10.324718475341797, -0.8113937973976135, 8.60717487335205, 0.5508105158805847, 0.6867920756340027, 9.766944885253906, 11.374137878417969, 6.970937728881836, 10.30878734588623, 1.164376974105835, -0.0953620970249176, 4.112170219421387, 11.007166862487793, -0.5965978503227234, -0.998328447341919, -1.6921383142471313, 11.2046480178833, -1.004204273223877, 6.452266216278076, -1.5840110778808594, 3.6764369010925293, 6.637798309326172, 3.5783309936523438, 7.737831115722656, -2.173720598220825, 9.666213035583496, 3.544172525405884, 6.0263285636901855, -0.6581058502197266, -0.27407047152519226, 9.68248462677002, -0.3753349184989929, 6.903289318084717, 10.946961402893066, -2.1267848014831543, -2.5229904651641846, 5.189114093780518, 8.682977676391602, 3.5449624061584473, 9.147027015686035, 11.161883354187012, 8.73605728149414, 10.843392372131348, 9.384649276733398, 11.245293617248535, 5.300323486328125, 9.411684036254883, -0.222570538520813, 7.125710487365723, 5.52353572845459, 7.253862380981445, 6.345576286315918, 4.0568342208862305, 10.615694046020508, 0.19627150893211365, 5.197285175323486, -1.223047137260437, 5.533382892608643, 10.874253273010254, 5.434872627258301, 8.297480583190918, 3.6423277854919434, -3.3259150981903076, -3.821211576461792, 11.147292137145996, -0.3751070201396942, -2.3423666954040527, -2.136847972869873, 6.101501941680908, 4.688867568969727, 10.11872386932373, 4.024632930755615, 0.2891911566257477, 10.180658340454102, 6.475926876068115, 11.011672019958496, 10.571212768554688, 6.688497543334961, 9.82744026184082, 9.943395614624023, 8.291472434997559, -2.9795968532562256, 3.2011168003082275, 7.148099899291992, 9.763972282409668, 9.216607093811035, 7.3005571365356445, 0.3071296513080597, 9.990283012390137, 10.128679275512695, 6.318672180175781, 10.896778106689453, 9.479310035705566, 9.551345825195312, 5.566145896911621, 9.423198699951172, 6.341798782348633, 8.291658401489258, 6.214832782745361, 9.55054759979248, 11.189597129821777, 6.843471527099609, 10.522007942199707, 4.120150566101074, 9.665153503417969, 5.083588123321533, 6.1157941818237305, -1.7786508798599243, 9.639674186706543, 2.7940585613250732, 9.684858322143555, 9.692739486694336, 6.337932586669922, -1.8886302709579468, -0.8495186567306519, 10.921041488647461, -3.9115264415740967, -2.7924656867980957, -1.2394312620162964, 8.684661865234375, -2.183842658996582, 10.875635147094727, 0.319193571805954, 3.5451197624206543, 10.316949844360352, 8.140573501586914, 3.4806222915649414, 6.613600254058838, -1.8162671327590942, 9.222426414489746, 9.705159187316895, 9.79148006439209, -1.1531548500061035, 9.685380935668945, 2.1493802070617676, 6.907106876373291, 10.237078666687012, -0.5663512349128723, 9.293196678161621, -0.8977519869804382, 3.4090218544006348, -3.403465747833252, 11.291523933410645, 3.545163869857788, 5.63596248626709, -1.7228291034698486, 9.691301345825195, 7.528981685638428, 8.117897987365723, 3.575270175933838, 8.681304931640625, -3.316037654876709, 8.333958625793457, 9.399081230163574, -2.603731393814087, 6.344676971435547, -0.4605970084667206, 3.6259708404541016, 9.986661911010742, 9.241171836853027, 0.6219559907913208, 10.716981887817383, 2.4619054794311523, -0.7555057406425476, 10.33286190032959, 6.6079487800598145, -3.33402943611145, 5.730962753295898, 5.88670015335083, 7.396848678588867, 10.336518287658691, -0.3714200258255005, 10.68535041809082, -0.3519291281700134, -0.7922941446304321, 6.09899377822876, 2.2155017852783203, 3.5448381900787354, 11.082029342651367, -2.303201675415039, -1.6462451219558716, 3.453768253326416, 7.060863494873047, 8.286398887634277, 10.52436637878418, 9.538984298706055, 1.9297537803649902, 4.1933817863464355, 6.871485233306885, 1.35844087600708, 2.2513439655303955, 0.5855870842933655, 10.41201400756836, 5.019503116607666, 6.129405975341797, -0.7258642315864563, 10.129677772521973, 11.283583641052246, 10.127628326416016, -4.34144926071167, 9.48345947265625, -2.6759374141693115, -1.2852612733840942, 6.344582557678223, -3.5515449047088623, 9.548291206359863, 3.517134189605713, 7.105941295623779, 9.719827651977539, -0.42651212215423584, -2.663205623626709, -2.2856621742248535, -2.5733695030212402, 0.3938595652580261, 1.6098263263702393, 6.886116981506348, 8.31312370300293, 2.8313727378845215, 7.723470211029053, 1.3800004720687866, 5.266129493713379, 10.800165176391602, 4.899027347564697, 3.8883512020111084, 1.4381558895111084, 7.068641185760498, -0.4982309639453888, 10.331140518188477, 5.003243446350098, 9.87307071685791, 9.685288429260254, 10.12491226196289, 6.553941249847412, 5.047473907470703, 8.96235179901123, 4.485458850860596, 9.730243682861328, 5.835160732269287, 3.721101760864258, 3.7853891849517822, 6.935836315155029, 8.608284950256348, 2.060910940170288, 5.063776969909668, 5.003772258758545, 5.936783790588379, 7.728592395782471, 10.468485832214355, 6.807417392730713, 2.6340222358703613, 1.962807297706604, 7.15915060043335, 6.721656799316406, 7.09773588180542, 6.668390274047852, 4.314992904663086, 7.338710784912109, 4.166985511779785, 3.708634376525879, 5.099975109100342, 5.858352184295654, 6.767480373382568, 6.150874137878418, 9.906017303466797, -0.6325511336326599, -2.225229263305664, 1.3290443420410156, 7.54355001449585, 1.0052697658538818, 6.4229631423950195, 3.2846243381500244, 9.566025733947754, 6.76565408706665, 10.143692970275879, 8.798800468444824, 2.4098827838897705, 5.819385528564453, 4.75313138961792, -0.06526639312505722, 0.9138094186782837, 5.33521032333374, 8.431469917297363, -2.1795449256896973, 1.7072712182998657, 5.35109806060791, 7.564549446105957, 9.397518157958984, 9.833413124084473, 9.854240417480469, -2.078836679458618, 5.814487934112549, 3.6633710861206055, 4.148449897766113, 5.794688701629639, 7.738442897796631, 9.839179039001465, 4.033998966217041, 10.073952674865723, 9.213696479797363, 9.547981262207031, 7.701108455657959, 2.523695468902588, 10.23765754699707, -1.8931087255477905, 8.680074691772461, 6.4884562492370605, 0.2572881877422333, 9.690401077270508, 9.711969375610352, 10.882403373718262, 9.02766227722168, 7.280882835388184, 9.37926197052002, 2.5248732566833496, 4.273128986358643, 2.169219732284546, 3.6328959465026855, 8.28986930847168, 6.275667190551758, 3.8952369689941406, 10.521750450134277, -0.9784331917762756, -0.14461685717105865, 10.324381828308105, 9.410635948181152, 2.516227960586548, 9.686458587646484, 10.231550216674805, 10.520220756530762, 3.8995754718780518, 8.292428016662598, 10.123045921325684, 4.192159175872803, 9.993797302246094, 8.684449195861816, 5.196208477020264, 3.1998589038848877, 6.058115005493164, 7.003643035888672, 7.73614501953125, 11.072078704833984, 8.674714088439941, 10.611018180847168, 9.037873268127441, 2.1495375633239746, 6.510381698608398, -0.3070071041584015, 4.610767841339111, 4.446377754211426, 6.697004795074463, 10.234550476074219, -3.2832014560699463, 2.2997682094573975, 5.694278717041016, 5.738977909088135, 9.769250869750977, 6.248685836791992, 7.103954792022705, 10.830297470092773, 2.6023683547973633, 4.21856164932251, 3.467777967453003, 4.73458194732666, 4.473443031311035, 6.748904705047607, 1.5224735736846924, 6.452540397644043, 9.182619094848633, 2.197718858718872, 10.9630765914917, 10.405942916870117, 1.9851744174957275, 9.670758247375488, 4.14633321762085, 10.12525463104248, 4.197518348693848, 6.043187618255615, 3.9359333515167236, 5.743913650512695, 10.863933563232422, 2.442713499069214, 9.636205673217773, -0.025625351816415787, 6.073031902313232, 9.465500831604004, 8.593950271606445, 8.679689407348633, 5.804584980010986, 9.402031898498535, 9.493470191955566, 6.686851978302002, 6.382898330688477, 6.023836612701416, 3.430203676223755, 9.876626014709473, 0.4003569185733795, 0.41908907890319824, 9.696157455444336, 1.031868815422058, 7.746220111846924, 9.046204566955566, 2.6487224102020264, 5.9470534324646, 9.046241760253906, 6.565003871917725, 6.227074146270752, 7.678930282592773, 11.129388809204102, 10.784211158752441, 5.80719518661499, 6.136362552642822, 3.416893243789673, 11.313156127929688, 10.942351341247559, 5.624959945678711, 2.185591697692871, 10.747008323669434, 8.221894264221191, 10.954505920410156, 3.499580144882202, 11.954872131347656, 9.545243263244629, 3.1443231105804443, 9.73743724822998, 3.1179440021514893, 10.785213470458984, 4.373232841491699, 2.3410322666168213, 10.784340858459473, 4.548933506011963, 3.9394497871398926, 10.960987091064453, 0.21255646646022797, 6.008898735046387], \"z\": [1.4177736043930054, 3.5685086250305176, 1.409437656402588, -2.9852678775787354, 7.083601951599121, -0.6847020387649536, -2.441432476043701, -2.2293479442596436, 1.2630575895309448, 10.146768569946289, -2.4585843086242676, -3.11897873878479, 1.2666568756103516, 1.4752161502838135, 1.5091975927352905, 7.7980637550354, -3.056428909301758, 9.835917472839355, -3.405787944793701, -2.9410839080810547, -2.8661227226257324, 1.016663670539856, 1.3860148191452026, -3.7722082138061523, 3.259014368057251, -3.9223268032073975, -1.6303712129592896, 9.472508430480957, 2.112422466278076, -0.9354557394981384, 3.004180431365967, 9.838616371154785, 10.825183868408203, -3.3392398357391357, -3.3676631450653076, -2.283379316329956, 1.3363865613937378, -2.446209669113159, 8.5270357131958, 1.7216577529907227, 1.9780998229980469, 2.8438827991485596, 3.087479829788208, 0.04693915322422981, 4.899574279785156, 10.881864547729492, -1.0147744417190552, 7.496772289276123, 8.274809837341309, 10.108009338378906, 1.7144241333007812, -1.2504663467407227, -4.437587738037109, 5.679888725280762, -2.0013604164123535, -3.981717348098755, 5.043292045593262, -2.376406192779541, 1.7331440448760986, 1.1964457035064697, 9.325284004211426, 2.9916107654571533, 8.32998275756836, 2.581134080886841, 11.016107559204102, 5.788521766662598, 8.114748001098633, -0.7892840504646301, 11.00765609741211, 5.583750247955322, -3.033865451812744, 1.4001201391220093, 4.887108325958252, -1.167651891708374, 10.336536407470703, 3.2511184215545654, 10.109580039978027, 6.7864837646484375, 6.484445571899414, 4.583970546722412, 4.598883628845215, 0.18130303919315338, 1.3827550411224365, 0.7197452783584595, 10.874858856201172, 5.2740983963012695, -0.6189326047897339, 5.247952938079834, 1.33085298538208, -2.8275909423828125, 1.8819042444229126, 5.518457412719727, 4.707382678985596, -0.7091772556304932, 3.9156453609466553, 1.1510512828826904, -2.5375096797943115, -3.0887622833251953, -2.556938886642456, -2.4860103130340576, 3.525174617767334, -0.9997326135635376, -0.25042444467544556, 4.563737869262695, 0.21988123655319214, -2.4720237255096436, 2.6473917961120605, 1.3859127759933472, 1.7731854915618896, 4.0852484703063965, -4.124099254608154, -0.41867733001708984, 9.834892272949219, -0.9554709792137146, 5.993447780609131, 3.08553147315979, 4.35844612121582, 8.145562171936035, 9.828862190246582, -0.7834453582763672, 8.286669731140137, 6.295088291168213, -2.204766273498535, -2.219895839691162, 10.56722640991211, 2.262876510620117, 5.241689682006836, 4.573790550231934, 4.6208271980285645, 3.325031280517578, 6.650082588195801, 7.291085720062256, 6.240830421447754, 5.510115623474121, 3.5721218585968018, -3.044801950454712, 7.682680606842041, 1.3659559488296509, 1.9566121101379395, 0.5504336357116699, 7.361408233642578, 0.7413011193275452, 9.095999717712402, 0.8872936367988586, 7.446047306060791, 9.455489158630371, 1.9577102661132812, 8.251739501953125, -1.5967031717300415, 4.757504463195801, 3.5968849658966064, 3.2808728218078613, 1.1083872318267822, 3.271106004714966, 10.906517028808594, 3.083745241165161, 7.302727699279785, 7.983012676239014, -0.17172880470752716, -0.32537850737571716, -0.27705076336860657, 9.472542762756348, 3.5989303588867188, 2.992967367172241, 6.016650199890137, 0.4410635530948639, 8.51346206665039, 8.348111152648926, 6.9538493156433105, -0.42862239480018616, 10.36401081085205, 5.94595193862915, 7.34079122543335, 7.536102294921875, 4.530074119567871, 6.369518280029297, 7.762298107147217, 9.63827133178711, 4.037099361419678, -0.42644113302230835, 2.9270355701446533, 1.1332643032073975, 8.393031120300293, -0.10080910474061966, 8.978371620178223, 6.890629291534424, -1.1461604833602905, 1.1193658113479614, 6.216001987457275, 3.0642688274383545, -0.7392174601554871, -0.4026583731174469, 1.2356318235397339, -1.3587450981140137, 1.5121018886566162, 1.4828565120697021, 5.91876220703125, 6.074442386627197, 2.041517972946167, 8.016969680786133, 9.836990356445312, 1.8373093605041504, 11.016724586486816, 5.749871253967285, 8.969491004943848, 1.2849568128585815, 7.232442855834961, 7.205903053283691, 2.1471214294433594, 10.119808197021484, 3.6665072441101074, 4.21311092376709, 10.96550464630127, 10.873600006103516, 1.945432186126709, 7.98313570022583, 10.892903327941895, 10.612506866455078, 0.6066908836364746, 1.9788193702697754, 6.356741905212402, 8.968859672546387, 1.7373394966125488, 10.616158485412598, 6.055818557739258, 10.143609046936035, 10.021368980407715, 7.796103477478027, 11.066326141357422, 5.801746368408203, 1.74177885055542, 0.5144570469856262, 10.944040298461914, 6.447906970977783, 3.4628584384918213, 4.792663097381592, 6.364314556121826, 0.1247197687625885, -2.283083200454712, 8.005939483642578, -2.440946578979492, -0.8882617354393005, 5.16242790222168, 9.477262496948242, -2.6902503967285156, 8.403070449829102, 4.224328517913818, 3.597759962081909, 6.253907203674316, 4.596164226531982, 2.0813636779785156, 2.1991777420043945, 0.4383654296398163, 10.1263427734375, 11.007566452026367, 5.130825042724609, 0.5266510248184204, 11.013590812683105, 1.3519277572631836, 7.4287590980529785, 10.753594398498535, 2.792851448059082, 3.4667434692382812, -2.3937361240386963, 7.382382869720459, 0.5364453792572021, 7.115087509155273, 3.597989559173584, 5.683960914611816, 0.6472503542900085, 2.778059244155884, 3.689436912536621, 4.551624298095703, -0.7999021410942078, 9.47193717956543, -1.5839760303497314, 4.802641868591309, 4.999964237213135, -0.3973662853240967, 6.365986347198486, -2.237293004989624, 7.495091915130615, 10.968998908996582, 1.1243572235107422, 4.679996490478516, 9.096270561218262, 2.6339151859283447, 2.3833208084106445, 10.57094669342041, 9.487264633178711, -1.5424672365188599, 8.185632705688477, 5.005161285400391, 3.2116780281066895, 10.561934471130371, 3.0829997062683105, 9.288578033447266, 3.2935521602630615, -3.1863276958465576, 1.6162971258163452, 1.455981731414795, 3.5981016159057617, 6.7892351150512695, -2.37351131439209, -0.25547611713409424, -2.8799867630004883, 7.180281639099121, 8.9627103805542, 10.023725509643555, 10.614104270935059, 2.000675678253174, -2.280263662338257, 7.39827823638916, 5.53359317779541, 2.295045852661133, 4.627181053161621, 10.380684852600098, 7.050445079803467, 8.695112228393555, -3.220405101776123, 10.874719619750977, 7.5529913902282715, 10.875029563903809, 1.2706769704818726, 10.81451416015625, -0.6022406220436096, 1.3271039724349976, 6.373929500579834, -1.5099340677261353, 10.616965293884277, -3.163989305496216, 7.164882659912109, 3.3733551502227783, 4.502981662750244, -0.7010960578918457, -0.011516972444951534, -0.2986781895160675, 4.327503204345703, 6.3242506980896, 3.0129475593566895, -0.08799010515213013, 5.387620449066162, 8.246081352233887, 3.2766785621643066, 5.579555988311768, 7.605876922607422, 7.167038440704346, -3.2258756160736084, 6.716490745544434, 7.317634105682373, -1.0654946565628052, 10.571725845336914, -0.4775194525718689, 2.0692412853240967, 4.759147644042969, 1.5270689725875854, 9.427855491638184, 0.25206124782562256, 9.823604583740234, -4.25587272644043, 10.81533432006836, 8.457674026489258, 1.3878636360168457, 6.324974060058594, 7.434532642364502, 0.3931970000267029, 1.3965883255004883, 7.196897983551025, -0.6467228531837463, 3.083073854446411, 8.265838623046875, 10.205825805664062, 2.0296905040740967, -2.0664680004119873, 1.407500982284546, 4.422662258148193, 2.002337694168091, -2.1057186126708984, 9.574884414672852, -3.946733236312866, -1.9400602579116821, -1.9563381671905518, 6.891944408416748, 1.4617115259170532, 8.373838424682617, 2.7873425483703613, 8.937978744506836, 1.368007779121399, 5.388151168823242, -0.474201500415802, 6.627046585083008, 4.084752082824707, 5.939820289611816, 7.294437408447266, 7.136241436004639, 1.4644197225570679, -2.2142436504364014, 1.4790579080581665, 0.65131676197052, 6.773548126220703, 7.370126724243164, 6.840259075164795, 5.326922416687012, 6.511779308319092, 7.483944892883301, 4.980292320251465, -0.2492542862892151, 6.869568824768066, 7.751910209655762, -1.0449966192245483, 10.337574005126953, 11.016663551330566, 2.220552444458008, -0.27446964383125305, 4.398221015930176, 7.48680305480957, -0.7997992634773254, 8.546785354614258, 8.266009330749512, 11.014884948730469, -3.5099613666534424, 1.6751708984375, 10.115920066833496, 10.590869903564453, 8.251962661743164, -2.559415817260742, 10.75151252746582, -2.6736578941345215, 9.47006893157959, -2.7377769947052, 6.346122741699219, 11.002530097961426, 11.051237106323242, 6.7978997230529785, 1.1287025213241577, 3.1907618045806885, 8.303216934204102, 2.6445975303649902, 5.346555233001709, 1.5319219827651978, -0.9179970026016235, 8.96486759185791, 3.626824378967285, -2.571998357772827, 10.042567253112793, 5.285177707672119, 6.008552551269531, 10.568145751953125, 10.357549667358398, 5.9587531089782715, 2.2894527912139893, 1.4141461849212646, 10.047780990600586, -0.038237761706113815, 8.970501899719238, 10.880523681640625, 5.581862926483154, 10.964479446411133, 9.475570678710938, 5.642027378082275, 6.017795562744141, 8.795964241027832, 7.145466327667236, 8.268378257751465, 6.292470932006836, 1.317997694015503, 9.659209251403809, 12.657670021057129, 2.0253400802612305, 7.344221115112305, 4.845076084136963, 0.5502208471298218, -4.155119895935059, 2.828845739364624, 10.761252403259277, -1.6185485124588013, 2.409069538116455, 7.697107315063477, 8.445408821105957, 1.3783663511276245, 2.0059807300567627, 7.356954574584961, 6.997552871704102, -2.9658119678497314, 6.645395278930664, 6.3547210693359375, 6.945919513702393, -1.627782940864563, 9.679655075073242, 6.671004295349121, 7.258305549621582, 4.964713096618652, 7.024662017822266, 7.405595302581787, 10.396926879882812, 5.825431823730469, 10.942770004272461, -3.6519577503204346, 10.887704849243164, -1.8735628128051758, 5.321141719818115, 6.542881488800049, 8.468877792358398, 7.364691257476807, 6.976491928100586, 10.95433521270752, -2.6856424808502197, 1.0056231021881104, 1.762937068939209, 1.0085933208465576, 9.470072746276855, 0.6760926842689514, 10.345675468444824, 2.316739559173584, 2.912243127822876, 9.200601577758789, 1.141264796257019, -0.2678775191307068, 5.557638168334961, -2.6811320781707764, 6.337548732757568, 10.984707832336426, 3.725064516067505, 8.290990829467773, 12.669785499572754, 6.2387800216674805, 8.397769927978516, 12.669829368591309, 2.8718724250793457, 9.038887023925781, -1.620595097541809, 6.115710258483887, 8.77137565612793, 8.529285430908203, 8.828253746032715, -0.41212397813796997, 7.424262523651123, 7.960896015167236, 8.133879661560059, 2.1260650157928467, 7.421261310577393, 4.589494705200195, 6.94594144821167, -1.9682062864303589, 10.342230796813965, 10.607640266418457, 2.300664186477661, 3.3788607120513916, 5.692849159240723, 8.770729064941406, -3.9737117290496826, 2.324803352355957, 8.77044677734375, 6.983893871307373, 6.660764694213867, 7.24354887008667, 4.926337242126465, 3.103992462158203]}, {\"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Dominant_Topic=Topic 3<br>0=%{x}<br>1=%{y}<br>2=%{z}\", \"legendgroup\": \"Dominant_Topic=Topic 3\", \"marker\": {\"color\": \"#ab63fa\", \"opacity\": 0.7, \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"Dominant_Topic=Topic 3\", \"scene\": \"scene\", \"showlegend\": true, \"type\": \"scatter3d\", \"x\": [-4.587766647338867, -9.396677017211914, -8.108192443847656, -7.96483850479126, -8.92051887512207, -8.146102905273438, -2.4850261211395264, -8.953971862792969, -6.163597583770752, -8.026777267456055, -10.036551475524902, 5.65316104888916, -7.089688777923584, -7.773583889007568, -8.137612342834473, 7.269197940826416, 5.648162364959717, -1.8204030990600586, -3.392869234085083, -3.334242343902588, -6.2734761238098145, -7.672241687774658, -4.6007585525512695, -6.836556911468506, -1.994957447052002, -4.389632225036621, -10.06650161743164, -3.244786024093628, -8.606729507446289, -7.297788619995117, -9.983890533447266, 5.5989484786987305, 6.012876033782959, -9.318669319152832, -5.223183631896973, -1.1838418245315552, 5.572573661804199, -5.3690104484558105, -9.712583541870117, -5.013570785522461, -6.707099437713623, -9.399011611938477, -3.675349712371826, -4.589323043823242, -3.197967767715454, 7.078281402587891, -9.480172157287598, -6.234033584594727, -5.000112056732178, -8.318731307983398, -4.21071195602417, -5.029570579528809, -4.8565497398376465, -8.366124153137207, 5.619945526123047, -8.245251655578613, -9.84970760345459, -7.250147342681885, -7.761618614196777, 5.626148700714111, -6.4991559982299805, -3.3866500854492188, -9.481075286865234, -7.565962314605713, -7.0567803382873535, -7.31330680847168, -9.669180870056152, -9.626030921936035, -2.1421010494232178, -4.900909900665283, -7.645026683807373, -4.991934299468994, -7.423114776611328, -6.033771991729736, -7.012484550476074, -1.1238564252853394, -8.801837921142578, -3.6375176906585693, -3.6255602836608887, -8.201844215393066, -3.8143842220306396, -1.9822322130203247, -6.249452114105225, -7.868195533752441, -8.792265892028809, -8.30465316772461, -7.934676647186279, -9.841388702392578, -9.523598670959473, -6.911177158355713, -7.714823246002197, -1.141294002532959, -6.285341262817383, -8.224363327026367, 5.665600776672363, 5.556366443634033, -4.406745433807373, -7.24278450012207, -5.280751705169678, -9.816762924194336, -6.741730690002441, -3.7904207706451416, 6.0386576652526855, -6.831153869628906, -6.364618301391602, -7.118622303009033, -3.2217447757720947, -7.607378005981445, -8.069018363952637, -9.341931343078613, -7.609137058258057, 3.732539176940918, -9.078180313110352, -7.254886150360107, -5.3130645751953125, -8.793814659118652, -7.248284816741943, -6.231448650360107, -3.9769794940948486, -8.336015701293945, -10.093538284301758, -7.4956207275390625, 5.60312557220459, -10.038368225097656, -7.838123321533203, -6.589437007904053, -7.504143238067627, -8.10136604309082, -6.246973037719727, -2.354736566543579, -4.202754020690918, -1.2691309452056885, -9.341570854187012, -8.114169120788574, -7.493973731994629, -6.198458194732666, -7.651123523712158, -9.520598411560059, -5.06498908996582], \"y\": [6.008767604827881, 11.917278289794922, 6.450388431549072, 6.926000118255615, 6.289341926574707, 8.560750961303711, 10.073214530944824, 11.261116027832031, 10.920854568481445, 10.4088134765625, 11.53973388671875, -6.3690505027771, 11.298784255981445, 9.26341724395752, 8.02541732788086, -5.3535847663879395, -6.4288330078125, 10.209124565124512, 5.314403533935547, 8.75598430633545, 7.868958473205566, 9.39208984375, 9.77348518371582, 5.141706466674805, 9.624744415283203, 9.931181907653809, 11.842582702636719, 10.164289474487305, 9.350129127502441, 9.05660343170166, 11.568628311157227, -6.55482292175293, -6.409642219543457, 11.4131498336792, 10.665776252746582, 8.017780303955078, -6.653383255004883, 10.74891471862793, 11.033449172973633, 10.53691291809082, 8.340717315673828, 11.415642738342285, 10.225553512573242, 9.714183807373047, 8.54741096496582, -5.5740647315979, 11.629408836364746, 10.92938232421875, 8.315319061279297, 10.832318305969238, 10.280227661132812, 10.63483715057373, 10.513654708862305, 11.440350532531738, -6.223934650421143, 8.42694091796875, 11.91189193725586, 10.158048629760742, 8.790985107421875, -6.525151252746582, 7.671194076538086, 8.595170974731445, 11.551204681396484, 11.598661422729492, 8.767753601074219, 8.917595863342285, 11.651330947875977, 11.520066261291504, 10.12695026397705, 9.875666618347168, 9.277520179748535, 10.5537691116333, 9.105364799499512, 7.827974796295166, 8.645140647888184, 7.139874458312988, 11.163177490234375, 9.161416053771973, 9.299068450927734, 10.268099784851074, 6.758927822113037, 7.338631629943848, 9.732832908630371, 10.065598487854004, 11.160318374633789, 10.819921493530273, 6.774186611175537, 11.869461059570312, 10.744978904724121, 5.094717979431152, 9.341403007507324, 8.158247947692871, 7.888888835906982, 8.378146171569824, -6.754744529724121, -6.800960540771484, 10.109713554382324, 8.825704574584961, 10.723709106445312, 12.086037635803223, 8.347618103027344, 9.65743350982666, -6.128290176391602, 5.181214809417725, 10.972081184387207, 8.703518867492676, 10.07766056060791, 9.243167877197266, 7.921475887298584, 11.807514190673828, 9.203633308410645, -6.128615856170654, 11.336105346679688, 10.162121772766113, 8.308917045593262, 11.15987777709961, 10.158307075500488, 7.733555793762207, 10.202940940856934, 11.449048042297363, 11.960409164428711, 9.087095260620117, -6.2883687019348145, 11.646134376525879, 10.519686698913574, 8.241053581237793, 11.595703125, 10.11941909790039, 9.731989860534668, 7.2806549072265625, 6.055694580078125, 8.147161483764648, 11.805498123168945, 7.840851306915283, 9.010945320129395, 11.056442260742188, 9.24459457397461, 12.016393661499023, 8.452997207641602], \"z\": [2.6942977905273438, 1.0377497673034668, 0.8172392845153809, 0.5559206008911133, 1.115695834159851, -0.03952707350254059, 1.2344212532043457, 0.6817474961280823, 0.0030658647883683443, -1.171251893043518, 1.2679829597473145, 2.78867506980896, -0.2468714863061905, -1.262664794921875, 0.2165345400571823, 1.3677301406860352, 2.6699016094207764, 1.3336801528930664, 1.631797194480896, 0.5425270199775696, -5.0460710525512695, -2.696237325668335, -2.045781373977661, -1.304282307624817, 1.1596907377243042, -0.9522325992584229, 1.4599231481552124, 1.1704493761062622, 0.4374038875102997, -3.52266001701355, 0.9995434880256653, 2.5136704444885254, 1.939632534980774, 0.3072001338005066, 0.8494616150856018, -1.1421698331832886, 2.3652141094207764, 0.9807437658309937, 1.1499054431915283, 0.6104476451873779, -4.523981094360352, 1.212567687034607, 1.1127501726150513, -2.0869781970977783, 0.4921557903289795, 1.3751977682113647, 1.4784163236618042, 1.0375558137893677, -3.9460127353668213, 0.16787202656269073, 0.9914725422859192, 0.961077868938446, 0.8417032361030579, 1.1996684074401855, 3.1544108390808105, 0.19368652999401093, 1.5430630445480347, -0.5343848466873169, -1.0433790683746338, 2.509176254272461, -3.6389777660369873, 0.46361106634140015, 1.4489548206329346, -0.289328932762146, -3.969249725341797, -3.800766944885254, 0.607326865196228, 1.4965989589691162, 1.2526214122772217, -1.6801944971084595, -3.1430320739746094, 0.8234795331954956, -3.2551095485687256, -5.041479110717773, -4.08875036239624, -2.481555938720703, 0.5711416006088257, 0.6292800307273865, 1.8602253198623657, -1.3533334732055664, 2.6225852966308594, -2.9181342124938965, -0.8591957688331604, -1.28269624710083, 0.5657196640968323, 0.15602245926856995, 0.6198409199714661, 0.8960171341896057, 1.0755712985992432, -1.3143848180770874, -3.0985491275787354, -0.8954681158065796, -5.0173821449279785, 0.18392452597618103, 1.9487855434417725, 1.6409913301467896, -0.4043935239315033, -4.028177738189697, 0.9775936603546143, 1.157893180847168, -4.5960893630981445, 1.6006791591644287, 2.462540626525879, -1.3881194591522217, 1.091137170791626, -4.185579299926758, 1.1631629467010498, -3.3102705478668213, 0.19569508731365204, 0.9687861204147339, -3.387805938720703, -3.0501532554626465, 0.7851496934890747, -0.5322110056877136, -4.045925617218018, 0.5665538311004639, -0.5338267087936401, -5.260075569152832, 1.0379866361618042, 1.2308334112167358, 1.4024760723114014, -3.572606325149536, 3.076082229614258, 1.0346672534942627, -0.20047441124916077, -4.615255832672119, -0.31848812103271484, -1.5747030973434448, -0.8610705733299255, -3.272325038909912, 2.7500228881835938, -0.9696059823036194, 0.9661428928375244, 0.2733951807022095, -3.3137388229370117, -0.34486961364746094, -3.3338310718536377, 1.2987961769104004, -3.804863452911377]}, {\"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Dominant_Topic=Topic 4<br>0=%{x}<br>1=%{y}<br>2=%{z}\", \"legendgroup\": \"Dominant_Topic=Topic 4\", \"marker\": {\"color\": \"#FFA15A\", \"opacity\": 0.7, \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"Dominant_Topic=Topic 4\", \"scene\": \"scene\", \"showlegend\": true, \"type\": \"scatter3d\", \"x\": [-1.3701810836791992, -7.617319107055664, -4.357903957366943, -7.739718914031982, -4.504122734069824, -13.650049209594727, -7.367645740509033, -7.600283145904541, -8.189477920532227, -9.03403377532959, -8.16067886352539, -10.31457233428955, -6.58879280090332, -8.790830612182617, -6.648097991943359, -7.400576114654541, -12.648568153381348, -8.871949195861816, -6.597644329071045, -9.872652053833008, -13.032196998596191, -10.746192932128906, -11.053606986999512, -2.6013245582580566, -9.8052978515625, -7.275606155395508, -5.649023532867432, -8.048131942749023, -13.282407760620117, -13.450089454650879, -4.98770809173584, -9.521116256713867, -13.67598819732666, -10.855460166931152, -9.513588905334473, -8.722573280334473, -8.44426155090332, -9.773736000061035, -10.491998672485352, -11.320596694946289, -4.739925861358643, -9.895997047424316, -9.717628479003906, -4.248871803283691, -11.68474292755127, -4.538839340209961, -9.525321960449219, -6.4433135986328125, -12.933785438537598, -3.2794463634490967, -4.709289073944092, -4.574557781219482, -5.472368240356445, -7.628293514251709, -8.265690803527832, -4.102863311767578, -11.873306274414062, -8.057440757751465, -7.765010833740234, -2.5587844848632812, -1.8540921211242676, -10.762451171875, -4.69534969329834, -3.373535633087158, -13.553145408630371, -9.278267860412598, -10.936814308166504, -11.325478553771973, -9.268336296081543, -8.821651458740234, -10.037482261657715, -8.223034858703613, -4.6294145584106445, -7.77821159362793, -14.035411834716797, -9.24109935760498, -5.067386627197266, -9.032715797424316, -13.11492919921875, -10.569192886352539, -11.445009231567383, -5.335042476654053, -7.92094087600708, -7.637786388397217, -5.150529861450195, -1.7893428802490234, -8.392709732055664, -10.918272972106934, -13.953357696533203, -8.306573867797852, -7.980172157287598, -9.921188354492188, -7.870840072631836, -8.445858001708984, -10.757532119750977, -11.20375919342041, -9.393991470336914, -9.927067756652832, -11.162343978881836, -8.885481834411621, -7.820388317108154, -5.595799922943115, -1.8016326427459717, -9.67346477508545, -13.374540328979492, -11.685783386230469, -13.251459121704102, -8.776627540588379, -12.821443557739258, -6.8672380447387695, -7.557442665100098, -11.437626838684082, -7.261577606201172, -4.559615612030029, -7.96628999710083, -1.9350565671920776, -7.159169673919678, -6.55112886428833, -9.902170181274414, -11.194003105163574, -6.4100775718688965, -9.826356887817383, -2.857811212539673, -5.0618577003479, -8.131704330444336, -7.608196258544922, -7.517548084259033, -9.734293937683105, -5.256678581237793, -5.983100414276123, -12.26356315612793, -5.746590614318848, -9.782747268676758, -8.798480987548828, -4.742132186889648, -13.20771598815918, -7.2577924728393555, -7.527723789215088, -6.646272659301758, -10.463540077209473, -4.773765563964844, -13.683629989624023, -11.954787254333496, -7.241000175476074, -5.802192211151123, -8.659486770629883, -12.925819396972656, -12.26131534576416, -13.807026863098145, -8.319202423095703, -13.728191375732422, -4.873146057128906, -7.4036149978637695, -9.777303695678711, -4.745284557342529, -8.062438011169434, -7.265244483947754, -9.47213077545166, -8.660848617553711, -5.862987995147705, -7.5369439125061035, -7.643502712249756, -5.298769950866699, -7.992568016052246, -12.857024192810059, -6.102329730987549, -8.856914520263672, -3.698996067047119, -7.326562881469727, -8.806447982788086, -11.327489852905273, -8.027017593383789, -13.155352592468262, -14.041378021240234, 0.21553771197795868, -3.3148953914642334, -9.525369644165039, -4.584224700927734, -4.643523693084717, -12.332653999328613, -7.458972454071045, -6.631651401519775, -12.937150001525879, -13.427024841308594, -10.472277641296387, -7.938898086547852, -8.077173233032227, -8.242087364196777, -11.299423217773438, -7.737955570220947, -4.75901985168457, -4.899421691894531, -8.802800178527832, -11.565351486206055, -11.327906608581543, -4.8880228996276855, -12.399471282958984, -7.793229579925537, -9.159722328186035, -7.740940093994141, -2.6524999141693115, -9.862488746643066, -7.635049343109131, -9.252899169921875, -13.999748229980469, -2.3449153900146484, -8.660867691040039, -8.83621597290039, -2.4829912185668945, -8.663690567016602, -1.1976481676101685, -2.530172824859619, -13.756771087646484, -7.497959613800049, -11.432727813720703, -3.2889456748962402, -5.237927436828613, -11.684706687927246, -12.905235290527344, 0.3958384394645691, -5.199071884155273, -9.99421215057373, -13.594295501708984], \"y\": [-6.071606636047363, 1.401357889175415, 5.898947715759277, 5.849190711975098, -2.5958728790283203, -7.828892707824707, 1.0187311172485352, 4.972972869873047, 0.7781368494033813, -4.392882823944092, 0.6708770990371704, -5.4186248779296875, 5.022832870483398, -0.1653873324394226, 2.124833583831787, 1.5491514205932617, -6.8587327003479, -5.193793296813965, 2.1446053981781006, -2.7164618968963623, -7.369263172149658, -5.584724426269531, -5.723509311676025, -5.757503509521484, -2.1086161136627197, -0.8570528030395508, -2.9060685634613037, 0.970962405204773, -7.821597576141357, -7.5585832595825195, 3.0470707416534424, -5.028545379638672, -7.507384300231934, -3.8960013389587402, -6.834227561950684, -3.1449100971221924, 0.3415597677230835, -5.195375919342041, -3.2205183506011963, -5.864113807678223, -2.633901357650757, -2.278933048248291, -6.931227207183838, 2.1358940601348877, -6.070683002471924, 2.186572790145874, -5.030484676361084, 2.197345495223999, -7.1646599769592285, -0.8545822501182556, 2.355489730834961, 3.124384880065918, -2.844658136367798, 5.092371940612793, 0.5056561231613159, -1.7947883605957031, -6.21515417098999, 0.9713303446769714, 0.9340984225273132, -5.720623970031738, -4.5821309089660645, -5.590975761413574, 2.8778939247131348, -1.18522047996521, -7.3541483879089355, -4.778873443603516, -5.654862403869629, -5.839632511138916, -4.764888286590576, -0.14246729016304016, -5.314829349517822, 0.8919858932495117, 2.5077807903289795, 5.747104644775391, -8.023880004882812, -5.61793327331543, 4.146553993225098, -4.378360748291016, -7.669914245605469, -3.4955902099609375, -5.903852939605713, 2.831315040588379, 0.863471508026123, 5.442622184753418, -2.730618476867676, -4.3569207191467285, -0.576200544834137, -3.992827892303467, -7.727400302886963, 0.36453163623809814, 1.1452592611312866, -2.335695266723633, 1.0915911197662354, 0.5890882015228271, -5.58621072769165, -5.790203094482422, -5.770488262176514, -2.344247341156006, -4.55132532119751, -0.2529362142086029, 1.2772480249404907, 3.92608904838562, -4.26770544052124, -2.145080327987671, -8.114397048950195, -6.069690227508545, -7.238351345062256, -0.0005485013825818896, -7.010998725891113, 5.098325729370117, 1.1605979204177856, -4.836550235748291, -4.2177019119262695, -2.533156633377075, 0.8338998556137085, -5.836912155151367, 1.1040879487991333, 1.2358043193817139, -2.8706064224243164, -5.786635398864746, 2.232710123062134, -2.175468683242798, -5.691901683807373, 1.611864686012268, 0.709669828414917, 1.9608203172683716, 4.9541730880737305, -2.7813611030578613, 2.8770055770874023, 2.4640302658081055, -6.548416614532471, 2.564161777496338, -5.197566032409668, -3.850414514541626, 2.131685733795166, -7.394726276397705, -4.198235988616943, 1.031998872756958, 2.0653679370880127, -3.1939945220947266, 1.6972153186798096, -7.848442077636719, -6.290923595428467, 0.973434329032898, 2.55318546295166, -3.430600881576538, -6.088851451873779, -6.548141956329346, -7.964238166809082, 0.7897396683692932, -8.325608253479004, 1.0719571113586426, -0.7324086427688599, -5.196066379547119, 4.114058971405029, 1.0797381401062012, 1.0163174867630005, -6.682871341705322, -3.440096855163574, -3.0578982830047607, 5.212983131408691, 3.95261287689209, 2.6937010288238525, -4.635089874267578, -7.05810546875, 2.3527603149414062, -0.25726959109306335, 2.187889575958252, -4.100977420806885, -3.873718023300171, -5.84706974029541, -0.9884918928146362, -7.341245174407959, -7.8181986808776855, -4.833110332489014, -1.0838704109191895, -5.033321380615234, 2.364699125289917, 2.418470859527588, -6.6120405197143555, 1.0756467580795288, 2.09853196144104, -7.168651580810547, -8.040593147277832, -3.1947500705718994, 0.8472082614898682, 0.7270042896270752, 0.5406637787818909, -4.911299705505371, 2.1304891109466553, 5.728253364562988, 1.741153597831726, -3.8667995929718018, -5.984241962432861, -5.847525596618652, 2.763313055038452, -6.66654634475708, 0.9143350124359131, -5.187180519104004, 0.9894624352455139, -5.759769439697266, -2.2392959594726562, 5.430511951446533, -5.680849552154541, -8.130134582519531, -5.756889343261719, -3.4368174076080322, -5.133642196655273, -5.7641825675964355, -3.438478469848633, -6.140925884246826, -5.783359527587891, -8.32055377960205, -4.381443977355957, -4.834843635559082, 2.7423064708709717, -2.743601083755493, -6.0706353187561035, -7.123063087463379, -4.855417251586914, 3.8591108322143555, -7.005795955657959, -8.229113578796387], \"z\": [-0.4777602255344391, 5.707637786865234, 2.9630417823791504, 0.9007206559181213, 5.71491813659668, 10.426092147827148, -0.6048240661621094, 1.2598931789398193, 5.678791046142578, 5.3604278564453125, 1.220111608505249, 6.474859714508057, 2.0312650203704834, 5.9835638999938965, 5.785152435302734, 5.708835124969482, 8.945245742797852, 3.7479515075683594, 5.77567720413208, 4.013669013977051, 9.680598258972168, 6.874441623687744, 7.205873012542725, -0.005397099070250988, 6.7665605545043945, 5.503626823425293, 5.687474727630615, 5.6872406005859375, 9.553071022033691, 10.165194511413574, 6.089369773864746, 5.866951942443848, 9.62354850769043, 7.764584541320801, 6.984760284423828, 3.976818799972534, 5.731404781341553, 6.0489301681518555, 4.195966720581055, 7.521050930023193, 5.699735164642334, 6.851812839508057, 7.1714372634887695, 1.9774293899536133, 7.919101715087891, 2.4422340393066406, 5.871624946594238, 5.738735198974609, 9.239606857299805, 5.271602630615234, 3.8560452461242676, 5.785273551940918, 5.687955379486084, 0.8800841569900513, 1.3015297651290894, 5.521292209625244, 8.114335060119629, 5.585608959197998, 0.6657354831695557, -0.009351535700261593, 0.2717103362083435, 6.892686367034912, 5.427504062652588, 5.361150741577148, 9.803807258605957, 5.659391403198242, 7.069247245788574, 7.53447151184082, 5.65208625793457, 6.01632833480835, 6.2403974533081055, 5.817348003387451, 4.335282325744629, 1.0429800748825073, 9.94526195526123, 4.5210065841674805, 5.125478744506836, 5.356189250946045, 9.81908130645752, 7.500581741333008, 7.685651779174805, 5.933167934417725, 3.182175636291504, 1.1615869998931885, 5.684886932373047, 0.28893935680389404, 4.616180419921875, 7.8133015632629395, 10.240072250366211, 5.1662702560424805, 5.76289176940918, 6.874633312225342, 5.59456729888916, 5.859158039093018, 6.885420799255371, 7.371055603027344, 4.7315449714660645, 6.881059169769287, 7.9088006019592285, 6.060513019561768, 5.750667572021484, 4.967202186584473, 0.4053571820259094, 6.4743475914001465, 9.86960506439209, 7.917948246002197, 9.646886825561523, 5.998210906982422, 9.151484489440918, 1.8124562501907349, -0.12483403086662292, 5.374857425689697, 5.958864688873291, 5.6324896812438965, 1.8441133499145508, -0.2343401163816452, -0.7852137088775635, 0.1406649947166443, 4.276899337768555, 7.358572959899902, 5.755969524383545, 6.774377822875977, 0.018664119765162468, 1.076626181602478, 5.555749893188477, 0.05071202293038368, 1.3783783912658691, 4.380901336669922, 5.963805675506592, 5.773224830627441, 8.533934593200684, 5.754404067993164, 6.0534186363220215, 4.985436916351318, 5.992695331573486, 9.30456829071045, 5.9430460929870605, -0.13615289330482483, 5.730916500091553, 4.190243244171143, 5.897830963134766, 9.592571258544922, 8.200239181518555, -1.089797854423523, 5.7792582511901855, 4.680164813995361, 8.323741912841797, 8.53315544128418, 10.419716835021973, 5.844794273376465, 10.077014923095703, 5.833649158477783, 5.508872985839844, 6.050766944885254, 2.4254064559936523, 1.1924941539764404, -0.8530970811843872, 6.866708755493164, 4.689970016479492, 5.708244323730469, 1.273470163345337, 1.016109824180603, 5.700217247009277, 6.103358745574951, 9.171135902404785, 5.701508045196533, 6.033415794372559, 1.6532340049743652, 5.826361179351807, 5.001322269439697, 7.528404712677002, 5.592254161834717, 9.278629302978516, 10.16409969329834, -2.506364107131958, 5.335336685180664, 5.868634223937988, 3.6895298957824707, 4.036494731903076, 8.611655235290527, -0.21284645795822144, 5.752954959869385, 9.243268013000488, 10.324225425720215, 4.188192844390869, 2.5880472660064697, 5.491945743560791, 1.283861517906189, 5.485549449920654, 0.4156278669834137, 2.76751446723938, 1.1276203393936157, 4.996283054351807, 7.801004409790039, 7.529197692871094, 5.34863805770874, 8.67762565612793, 0.4312538504600525, 4.725111961364746, 0.398896187543869, 0.009320403449237347, 6.811234951019287, 1.1674522161483765, 4.479031085968018, 9.952948570251465, -0.08224864304065704, 4.686147689819336, 3.6794533729553223, -0.04250698164105415, 4.687036037445068, -0.552621066570282, -0.031994763761758804, 10.069182395935059, 6.025842666625977, 5.371954917907715, 5.313871383666992, 5.679689884185791, 7.919083595275879, 9.222183227539062, -2.6065831184387207, 5.229496002197266, 7.392706871032715, 10.346153259277344]}, {\"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Dominant_Topic=Topic 5<br>0=%{x}<br>1=%{y}<br>2=%{z}\", \"legendgroup\": \"Dominant_Topic=Topic 5\", \"marker\": {\"color\": \"#19d3f3\", \"opacity\": 0.7, \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"Dominant_Topic=Topic 5\", \"scene\": \"scene\", \"showlegend\": true, \"type\": \"scatter3d\", \"x\": [-0.37070491909980774, -3.2688329219818115, -5.3963446617126465, 2.0244855880737305, -3.171449661254883, -4.995485782623291, -2.7814929485321045, -3.5632216930389404, -3.6227340698242188, -6.170872688293457, -3.431405782699585, -4.699724197387695, -3.580552339553833, 2.9181742668151855, -6.002976894378662, -3.431197166442871, -0.18654288351535797, 2.232243061065674, -0.8730794191360474, -3.576061964035034, -3.1289005279541016, -6.607860088348389, -2.535661220550537, -1.7712829113006592, -0.7033602595329285, -3.169034242630005, 1.5306538343429565, -3.853563070297241, -3.8648533821105957, -4.779484748840332, 1.0548025369644165, 4.465392589569092, 1.6351096630096436, -5.417520999908447, -2.8658971786499023, 2.524317502975464, -5.078507900238037, -4.319832801818848, -5.836221694946289, -2.2532975673675537, -5.162741184234619, -3.269873857498169, -3.8650848865509033, 0.02673184499144554, -0.3767971694469452, -3.169635057449341, -5.7583184242248535, -3.126737356185913, -4.360965728759766, 2.4114320278167725, -3.255638599395752, -1.1424705982208252, 4.79952335357666, 1.9512009620666504, 3.050501585006714, -5.749743938446045, 4.202418327331543, -4.222173690795898, 4.410865783691406, -1.065466284751892, -3.3206586837768555, 0.03839627280831337, 2.041247606277466, 3.5309033393859863, 2.738636016845703, 2.6516952514648438, -5.641282558441162, -1.156711220741272, -1.54481840133667, -5.79075288772583, -5.815542221069336, -3.2585606575012207, 2.6834065914154053, -3.3144114017486572, -1.1068360805511475, -0.5787308812141418, -4.213079452514648, 1.4495079517364502, -6.010429859161377, -1.0467300415039062, -2.3097383975982666, -4.346578598022461, -1.5500355958938599, -1.07206392288208, 2.957427740097046, -4.903687953948975, -1.9848624467849731, -4.630558490753174, 4.689337730407715, 2.461083173751831, -4.866640567779541, 2.3573226928710938, -1.7083014249801636, -5.554337501525879, 0.11880902200937271, -5.985771179199219, 0.3179413676261902, -4.2182936668396, 2.996877431869507, -2.384289026260376, -4.364353179931641, -2.7469356060028076, -5.756377220153809, -4.723666191101074, -0.9330641031265259, -3.2678794860839844, -0.5316653251647949, 2.087049722671509, -2.669721841812134, -1.881971836090088, -5.427213191986084, 1.3933128118515015, -4.352901458740234, 0.3257784843444824, 0.9018670320510864, 0.49660104513168335, 2.7016491889953613, 4.111870288848877, 0.9052771925926208, -5.982504367828369, 2.6973013877868652, 4.585347652435303, 0.902923583984375, 2.219759464263916, -3.8703818321228027, -5.707727432250977, -1.697291612625122, 4.344358444213867, -2.3048248291015625, -4.401340961456299, -4.356314659118652, -3.2347795963287354, -7.1240434646606445, -1.9094271659851074, 3.79720401763916, -1.5741217136383057, 2.7408363819122314, -3.245100736618042, 1.2247364521026611, 3.515296220779419, 1.0625337362289429, -4.4429030418396, 2.76873517036438, -3.8727407455444336, -3.7884011268615723, -4.54340934753418, 3.521282434463501, 1.1805070638656616, -0.2060965746641159, -0.5436376333236694, -6.973118782043457, -0.213592529296875, -0.07054930925369263, -3.892230749130249, -5.5641326904296875, -6.464962959289551, -1.6671361923217773, 1.165081262588501, 2.221290111541748, -0.6546749472618103, 5.4163031578063965, -3.127923011779785, -1.0019272565841675, -0.7319225668907166, -1.303419828414917, -1.326125144958496, 1.914876103401184, 0.09735342860221863, -6.776612281799316, -5.643983840942383, -3.3108983039855957, -1.0963542461395264, 0.828445553779602, 3.2315495014190674, -0.6699680685997009, -5.069676399230957, -1.8860043287277222, -0.5457766056060791, 0.9050483107566833, -1.0355507135391235, -3.0493338108062744, -0.7262943387031555, 0.6440380811691284, -6.173770904541016, -0.5253303647041321, 1.6563667058944702, 3.341437816619873, -0.5148912072181702, 4.6111602783203125, -1.9251697063446045, -0.441087931394577, -0.30054351687431335, -4.266245365142822, -3.312899112701416, 4.689280986785889, -0.15587909519672394, 5.4943366050720215, -1.6196130514144897, -5.105623722076416, -4.524683952331543, 5.481297016143799, -6.070074081420898, -2.769761562347412, -6.7255449295043945, -7.04404878616333, 1.1621079444885254, -3.144754648208618, -1.4525511264801025, -0.032160524278879166, -0.200835183262825, -5.757447242736816, 1.6562385559082031, 4.653427600860596, 1.7922022342681885, 2.116331100463867, -4.627471923828125, 1.508823037147522, -5.350705623626709, -4.476149559020996, 1.592674970626831, -3.4311752319335938, -1.1535975933074951, -3.1690192222595215, -1.1678611040115356, -6.843441963195801, -4.245898723602295, 1.7164264917373657, 0.0010989008005708456, -0.08898157626390457, 0.668806254863739, 2.3381221294403076, 1.4539004564285278, 1.4432488679885864, -1.9443027973175049, -0.5564339756965637, -3.8913612365722656, -3.431178331375122, -3.169093608856201, -6.663171768188477, 4.1217780113220215, 0.06225227937102318, -4.540151596069336, -3.864213705062866, 1.7115107774734497, 3.355614185333252, -5.822094440460205, 0.787483811378479, -3.39359450340271, 0.8320444226264954, 2.2172679901123047, -5.162675857543945, -3.130305290222168, 0.26291391253471375, -5.986927032470703, 1.3502705097198486, -4.7452473640441895, 1.4067968130111694, 4.055295467376709, 2.1203761100769043, 1.208500623703003, -1.6142066717147827, -3.1566884517669678, -0.7208808064460754, 1.736862301826477, 2.6467444896698, 5.302366256713867, -3.270663261413574, 0.3548120856285095, 2.6824967861175537, -3.3204188346862793, 2.236607313156128, 2.368657112121582, -5.817616939544678, 2.019158363342285, 1.940643548965454, 0.6890597939491272, 2.2147061824798584, -2.7359509468078613, -4.069775581359863, -5.117480278015137, -6.723112106323242, -2.531696319580078, 2.2649178504943848, -2.2273175716400146, 1.0916030406951904, -2.1371419429779053, 4.655168533325195, -3.1717238426208496, 2.938180446624756, -3.308393716812134, -6.472592830657959, 0.7861093282699585, -5.801867961883545, -2.702242136001587, -2.578946113586426, -4.360274314880371, -5.212457180023193, -2.7469284534454346, 3.0927441120147705, -7.024960041046143, -1.3774144649505615, -0.7158127427101135, -3.566248655319214, -5.740635395050049, -5.777310371398926, 1.7066718339920044, -3.2396953105926514, -3.752532482147217, -5.747265815734863, -5.978874206542969, -1.4957648515701294, -3.2703516483306885, -3.1682348251342773, -2.319779872894287, -4.628747463226318, -3.4311788082122803, -3.3014657497406006, -3.1278200149536133, -2.7475149631500244, 0.20133931934833527, -4.927865028381348, 0.8815134763717651, -4.545128345489502, 3.309628963470459, 0.1842341125011444, 0.8031052947044373, -4.627690315246582, 4.0038347244262695, 0.2542107105255127, -1.1384625434875488, 2.115166664123535, 0.717854917049408, -3.260179281234741, -6.693642616271973, -5.100831031799316, -1.1927943229675293, 2.321950912475586, -3.2918570041656494, -4.629331588745117, 0.6279463171958923, -6.8817057609558105, -3.899496078491211, -5.745904445648193, 3.5962977409362793, 0.5990667939186096, -6.1680216789245605, 4.480371952056885, -3.868562936782837, -0.4640786349773407, -1.5068731307983398, 4.129516124725342, -4.62164306640625, -0.6280629634857178, -3.8864212036132812, -1.1559617519378662, 1.437741756439209, 0.8061985969543457, 0.5844904780387878, -4.533249855041504, -1.1278290748596191, -3.2662346363067627, -1.14369797706604, -3.2566816806793213, -0.6524250507354736, 4.793200492858887, 2.356734275817871, 4.444393157958984, 2.3463680744171143, 2.841430902481079, 5.491816520690918, -2.8424251079559326, -5.743363380432129, -4.356561183929443, -4.635774612426758, -6.060843467712402, 1.2698113918304443, -5.2416672706604, -1.93868887424469, -1.1164627075195312, 2.1029586791992188, -1.319050669670105, -4.628289699554443, -0.12679824233055115, -2.7584900856018066, 1.5480304956436157, -4.397653102874756, -4.542132377624512, -1.9574246406555176, 1.6077978610992432, -5.142321586608887, -4.528102397918701, 4.1230387687683105, 1.1799637079238892, -0.7592023015022278, 5.423253059387207, 4.7660417556762695, 3.3625597953796387, -5.118302345275879, -4.027073860168457, 3.7844126224517822, -4.627655029296875, -5.532456874847412, -6.6641526222229, -2.788970708847046], \"y\": [-3.5089550018310547, 0.5484523177146912, 6.543319225311279, 4.946754455566406, -0.14865218102931976, 4.762963771820068, 0.791956901550293, -1.2287887334823608, 1.845716953277588, 0.4479374587535858, 2.439197063446045, 1.0972058773040771, -1.2432416677474976, 4.758370876312256, 0.4487791061401367, 2.4404141902923584, 1.6130324602127075, -5.958160400390625, 2.8911778926849365, -1.2407411336898804, -0.5806607604026794, 1.1296502351760864, 3.918715238571167, 1.4379948377609253, 6.689451217651367, -0.16903965175151825, -4.28769063949585, -1.3357739448547363, 0.22917622327804565, 3.6216928958892822, 4.589448928833008, -4.476036071777344, 1.8276569843292236, 6.077268123626709, 0.8955190181732178, 5.036567687988281, 4.854153633117676, 8.681123733520508, 0.1958421766757965, 1.1383111476898193, 5.690540313720703, 0.5512468814849854, -1.3373188972473145, 4.1530327796936035, 0.6548238396644592, -0.16578377783298492, -0.4155545234680176, -0.5793622136116028, -0.15042884647846222, -5.898283004760742, 0.5745519399642944, -2.9072818756103516, 2.524563789367676, -5.661764144897461, 2.476257562637329, -0.1884152591228485, 2.655643939971924, -1.226538896560669, 2.577455997467041, 2.5020484924316406, -1.001272201538086, 6.251216411590576, 2.181100368499756, 2.317763328552246, 2.123387575149536, 2.41469144821167, 6.642744064331055, 1.3368394374847412, 1.221848726272583, 7.307880878448486, 7.227151393890381, 0.5726503729820251, 2.461364984512329, -0.9934538006782532, 2.7756214141845703, -3.393895387649536, -1.2309057712554932, 2.0512821674346924, 0.37422022223472595, 2.726531744003296, 0.9705755114555359, -0.13740092515945435, 1.2203384637832642, 2.5456743240356445, 2.4208524227142334, 0.9311517477035522, 1.083099126815796, -0.5689033269882202, 2.4749155044555664, 4.889718532562256, 1.0089085102081299, 2.242351531982422, -0.20473729074001312, 6.5673089027404785, -4.012845516204834, 7.513089656829834, 4.459949016571045, -1.2286041975021362, 2.4874107837677, 1.1254328489303589, -0.14778095483779907, 0.8015694618225098, -0.5812502503395081, 1.1006481647491455, -0.22679255902767181, 0.5382842421531677, -3.4439847469329834, -5.764045715332031, 3.9370810985565186, 1.1148110628128052, 6.261825084686279, 2.0367143154144287, -0.13768887519836426, -4.997338771820068, 1.9062913656234741, -4.316781044006348, -5.764593601226807, 2.609454870223999, 1.9071377515792847, 7.520583629608154, 4.815013885498047, -1.4030057191848755, 1.9067577123641968, -3.6350009441375732, -1.337715744972229, 0.05254843086004257, -0.20669983327388763, 2.2950634956359863, 0.9726200103759766, 1.3148659467697144, -0.16272327303886414, -2.2079131603240967, 0.995664119720459, 5.30906343460083, 2.708911180496216, 2.489985227584839, 2.127983570098877, -2.2045769691467285, -5.001999855041504, 4.561254024505615, -4.85983943939209, -0.15628136694431305, 4.844468593597412, -1.3369375467300415, 1.380842924118042, -0.959533154964447, 2.3837969303131104, 1.9718401432037354, -2.7608189582824707, -0.35901299118995667, 0.8915303349494934, 1.605557918548584, 0.6511135697364807, 0.21529416739940643, -0.43704602122306824, 1.1690372228622437, -0.20214134454727173, 4.859948635101318, 2.5019688606262207, 6.37747049331665, 3.444370746612549, -0.5817887783050537, 5.644819259643555, -0.2873607277870178, 2.0869030952453613, 2.067676305770874, -5.633361339569092, 1.6906006336212158, 0.8239738941192627, 6.706966400146484, -0.9893884658813477, 2.4457595348358154, 4.765473365783691, -2.7094061374664307, -3.3314144611358643, 4.825225353240967, 1.1141600608825684, 3.969707489013672, 1.9070771932601929, 4.972842693328857, 0.06703075021505356, 5.461350917816162, -4.8649983406066895, 1.2248291969299316, -0.3806636333465576, 4.944002628326416, 4.657079219818115, 1.521665096282959, -1.1798460483551025, 1.1016802787780762, -0.40731921792030334, 3.76914119720459, 2.833847999572754, -0.9896969795227051, 2.4748477935791016, 1.6214563846588135, 3.7650744915008545, 5.849666595458984, 5.150557994842529, -0.9787309169769287, 3.7005419731140137, 7.437183380126953, 2.0441529750823975, 0.916871964931488, 1.0083529949188232, 4.855112075805664, 2.064347505569458, -2.742048501968384, -2.870241165161133, 1.609074354171753, -0.5693875551223755, 2.2032997608184814, -4.359460830688477, 4.315999984741211, 4.714355945587158, -0.5765815377235413, -5.2880096435546875, 0.7039323449134827, 3.284701108932495, -5.338305950164795, 2.439634084701538, 5.157947063446045, -0.1652122437953949, 4.837419033050537, 1.065048336982727, 2.7345283031463623, 4.841624736785889, 4.121882915496826, 4.020140171051025, 4.65635871887207, 2.718170642852783, 2.0519216060638428, -5.222856044769287, 0.5592376589775085, 3.365361213684082, 0.21180520951747894, 2.4396207332611084, -0.168130561709404, 0.6959549188613892, 2.557208776473999, -4.870782852172852, -0.9614514112472534, -1.3367856740951538, 4.934432029724121, 2.217880964279175, 3.162604808807373, -4.598219871520996, 0.5065492987632751, 4.897907257080078, 2.606520891189575, 5.1657633781433105, -0.591286301612854, -4.127558708190918, 0.2627823054790497, 4.68991231918335, 1.1018953323364258, 4.903658390045166, 2.1969499588012695, 4.924932479858398, -5.064455986022949, -0.18808214366436005, 5.197934627532959, 3.13769268989563, -5.4680938720703125, 2.236219644546509, 3.156296968460083, 0.5617140531539917, 1.7595769166946411, -3.136629819869995, 0.5461055636405945, 2.951237440109253, -6.052795886993408, 0.07759586721658707, 4.967543601989746, 4.807677745819092, 4.727084636688232, 4.968959331512451, 2.0494980812072754, 1.611371397972107, 0.867186963558197, 1.2038224935531616, 7.424896240234375, 2.237819194793701, 1.146499752998352, 4.8438944816589355, 6.744086265563965, -4.032275199890137, -0.15070293843746185, 4.32798433303833, -0.9857120513916016, 0.6673396825790405, -4.505259990692139, -0.20449958741664886, 2.0512490272521973, 6.0950798988342285, -0.15016327798366547, 5.772869110107422, 0.8016018867492676, -2.98636794090271, 1.0190792083740234, -2.776352643966675, 6.242586612701416, -1.2336827516555786, 1.304807424545288, -0.26823151111602783, -5.401467323303223, -2.2168586254119873, 1.790359616279602, -0.3715771734714508, 7.3444647789001465, -2.6526482105255127, 0.550469160079956, -0.1673431694507599, 0.9677151441574097, -0.5982912182807922, 2.4396321773529053, -0.9735022783279419, -0.5724453330039978, 0.8013267517089844, 4.2968316078186035, 4.965913772583008, -4.14207649230957, -0.958854615688324, 2.207848072052002, 4.397021770477295, 4.771520614624023, -0.5689128041267395, -2.071253538131714, -4.1096649169921875, 1.3421775102615356, -5.818005084991455, -4.8636980056762695, 0.5719978213310242, 0.713057279586792, 4.962299346923828, 1.3269661664962769, 5.03648567199707, 0.5577100515365601, -0.5666183233261108, 4.606432914733887, 4.816032886505127, 0.2113383263349533, 7.049118518829346, 4.617603778839111, -4.426548957824707, 2.9179742336273193, -4.912374496459961, -1.3369027376174927, -0.42551201581954956, 1.2350519895553589, -1.964391827583313, 1.0746006965637207, -3.3731601238250732, 0.21939529478549957, 2.4294207096099854, -5.2213215827941895, 4.723667144775391, 1.8193031549453735, -0.9681867361068726, 2.4387028217315674, 0.5692779421806335, 2.4118616580963135, 1.9455655813217163, 3.2299742698669434, 2.533686399459839, 2.2421963214874268, 2.452453374862671, 2.238967180252075, 4.6855058670043945, 3.7522759437561035, 2.072413921356201, 7.060023307800293, -0.15569409728050232, 6.0184006690979, 0.4454742670059204, -5.3631157875061035, 5.4132795333862305, 1.0967118740081787, 0.7209372520446777, -5.609560966491699, -2.818324327468872, -0.5669602751731873, 4.071189880371094, 0.7979661822319031, -5.320361137390137, -0.11931989341974258, -0.9595849514007568, 1.0911701917648315, -5.370112419128418, 0.8192752599716187, -0.9681893587112427, 2.1532976627349854, 1.9717119932174683, -0.21604683995246887, -1.0024254322052002, 2.532884359359741, 4.636390686035156, 5.2168498039245605, -2.352695941925049, 2.6623642444610596, -0.5665827989578247, 6.579907417297363, 0.8218039870262146, 0.7901385426521301], \"z\": [-8.663113594055176, -7.452901363372803, -5.811242580413818, -6.60654878616333, -8.394427299499512, -6.615955352783203, -17.15903091430664, -10.961414337158203, -2.5945372581481934, -3.683537721633911, -5.599771499633789, -10.08835220336914, -11.034045219421387, -5.281725883483887, -3.917182445526123, -5.599156379699707, -19.508684158325195, -6.383503437042236, -9.615222930908203, -11.007597923278809, -9.37817668914795, -3.1428191661834717, -4.856026649475098, -10.150952339172363, -2.867065191268921, -8.429777145385742, -4.630553245544434, -11.744125366210938, -15.861108779907227, -5.290316581726074, -5.499599456787109, -3.9905805587768555, -2.8095569610595703, -5.837981224060059, -10.14289665222168, -4.133089542388916, -6.731313705444336, -3.401162624359131, -4.48196268081665, -14.226092338562012, -6.18388557434082, -7.450872898101807, -11.774657249450684, -8.5352783203125, -3.7335081100463867, -8.42320442199707, -5.56865119934082, -9.399219512939453, -15.09870719909668, -5.798282623291016, -16.606611251831055, -9.317185401916504, -21.89504051208496, -6.694100379943848, -21.322797775268555, -5.196463108062744, -22.03750228881836, -12.540238380432129, -22.086332321166992, -9.970337867736816, -10.231633186340332, -3.0706140995025635, -21.007787704467773, -21.852210998535156, -21.281511306762695, -21.372631072998047, -5.981438636779785, -18.772672653198242, -18.462717056274414, -5.43339729309082, -5.5604166984558105, -16.607547760009766, -21.28829002380371, -10.21694278717041, -9.343226432800293, -8.892354011535645, -12.5219144821167, -20.649658203125, -4.001999378204346, -9.568469047546387, -17.721330642700195, -15.092238426208496, -18.458402633666992, -9.859110832214355, -21.577190399169922, -4.292782306671143, -18.058324813842773, -14.1743745803833, -21.61574363708496, -6.010176181793213, -4.127090930938721, -21.15142059326172, -5.894228458404541, -5.936951160430908, -8.196866035461426, -5.355832576751709, -8.078011512756348, -12.531965255737305, -21.27772331237793, -15.153217315673828, -15.096023559570312, -17.2135066986084, -5.853236675262451, -10.136187553405762, -4.499351978302002, -7.4634575843811035, -8.862069129943848, -5.643404006958008, -4.795627593994141, -18.158132553100586, -6.062032222747803, -20.61174201965332, -15.092745780944824, -6.4207940101623535, -20.273361206054688, -7.889683246612549, -5.501680374145508, -21.4720516204834, -20.275094985961914, -5.337543487548828, -5.576319694519043, -3.522629976272583, -20.274097442626953, -2.913334846496582, -11.78633975982666, -4.855090141296387, -5.8809709548950195, -21.535316467285156, -17.727113723754883, -8.956610679626465, -15.108762741088867, -16.049880981445312, -1.2152012586593628, -4.976322174072266, -21.724225997924805, -8.847406387329102, -21.27269744873047, -16.031063079833984, -7.290857315063477, -4.4873247146606445, -7.505489349365234, -15.010964393615723, -5.661792278289795, -11.78758430480957, -8.506937026977539, -13.332112312316895, -21.86165428161621, -20.461198806762695, -7.893319129943848, -3.743596315383911, -1.7716113328933716, -19.48824119567871, -3.6740028858184814, -15.825268745422363, -5.85974645614624, -0.9331120848655701, -5.8352251052856445, -7.1787309646606445, -2.8926737308502197, -3.2460224628448486, -21.754798889160156, -9.395719528198242, -4.420779228210449, -4.114004135131836, -10.2097806930542, -10.159652709960938, -6.755434989929199, -19.714962005615234, -2.238201856613159, -5.926126956939697, -10.2149019241333, -10.009421348571777, -7.495488166809082, -3.325537919998169, -8.981019020080566, -6.740614414215088, -18.15648078918457, -8.211318969726562, -20.27492904663086, -5.7680583000183105, -6.779713153839111, -4.712094783782959, -6.96915864944458, -1.0601266622543335, -3.7010090351104736, -6.995625972747803, -4.816271781921387, -19.272977828979492, -3.5411505699157715, -18.1162166595459, -3.5103766918182373, -8.877392768859863, -5.490816116333008, -10.214690208435059, -21.617658615112305, -19.53152847290039, -21.673620223999023, -4.367945671081543, -6.50662088394165, -13.284725189208984, -21.692157745361328, -5.58195161819458, -0.6704294681549072, -2.2471365928649902, -1.313328504562378, -7.29465389251709, 0.923859179019928, -9.727867126464844, -7.733980178833008, -19.49873161315918, -5.831502914428711, -22.206979751586914, -4.098930358886719, -5.662898063659668, -5.501450061798096, -14.185585975646973, -7.27233362197876, -4.139002799987793, -5.476692199707031, -6.985534191131592, -5.599438190460205, -5.294553279876709, -8.423441886901855, -6.066525936126709, -1.5745184421539307, -4.840304851531982, -6.3796844482421875, -8.572232246398926, -8.671597480773926, -7.808551788330078, -3.0037620067596436, -20.651973724365234, -7.279044151306152, -9.740174293518066, -9.262371063232422, -15.824820518493652, -5.599451065063477, -8.42704963684082, -2.5656750202178955, -21.453155517578125, -6.307552814483643, -13.328841209411621, -11.768864631652832, -6.865974426269531, -21.48469352722168, -3.6387274265289307, -7.652405261993408, -16.431644439697266, -7.1910505294799805, -2.989384889602661, -6.594914436340332, -9.41611099243164, -8.170642852783203, -4.192357540130615, -5.603940010070801, -10.180205345153809, -7.4084391593933105, -21.85839080810547, -6.425630569458008, -4.472840309143066, -5.742839336395264, 1.3784838914871216, -9.413110733032227, -6.855988502502441, -21.395477294921875, -21.83491325378418, -7.442481517791748, -19.89724349975586, -3.0632164478302, -16.506698608398438, -3.336191415786743, -6.118470668792725, -4.686434745788574, -6.709057807922363, -6.048812389373779, -6.323862075805664, -6.531671524047852, -0.691574215888977, -3.1206209659576416, -11.928838729858398, -2.7726643085479736, -3.2537200450897217, -21.104515075683594, -14.094245910644531, -7.340435028076172, -3.7111942768096924, -4.172500133514404, -8.397875785827637, -3.7386300563812256, -10.199318885803223, -2.979869842529297, -7.139244556427002, -5.160993576049805, -0.5579833388328552, -4.613835334777832, -15.097755432128906, -6.180325031280518, -17.21348762512207, -3.251018762588501, -1.3179395198822021, -9.614300727844238, -3.4834389686584473, -10.985844612121582, -1.2856794595718384, -5.29640531539917, -6.671395301818848, -16.03058624267578, -2.5911502838134766, -5.50637674331665, -5.577210426330566, -9.66108512878418, -7.453004837036133, -8.427569389343262, -17.709657669067383, -14.112767219543457, -5.599441051483154, -10.18998908996582, -9.36706256866455, -17.212905883789062, -8.398995399475098, -6.5749430656433105, -6.798600196838379, -13.331466674804688, -21.503210067749023, -8.108868598937988, -7.41459846496582, -14.193684577941895, -3.735654354095459, -8.162774085998535, -18.786542892456055, -6.494684219360352, -2.947492837905884, -16.605131149291992, -2.4957358837127686, -6.671143531799316, -18.748584747314453, -4.618483066558838, -16.527366638183594, -14.190191268920898, -7.990166187286377, -1.466429352760315, -15.807122230529785, -5.703986644744873, -4.651555061340332, -7.842545986175537, -3.0627079010009766, -4.671318054199219, -11.782312393188477, -3.5599615573883057, -18.494569778442383, -3.6646604537963867, -9.9858980178833, -8.954536437988281, -15.83378791809082, -9.867314338684082, -7.326427936553955, -7.69197416305542, -20.04892349243164, -13.295835494995117, -9.927664756774902, -16.60236930847168, -9.938685417175293, -1.731528639793396, -9.359153747558594, -21.90872573852539, -21.150917053222656, -22.070842742919922, -21.148880004882812, -5.012885570526123, -21.676288604736328, 0.016534876078367233, -5.685157775878906, -15.106029510498047, -5.983838081359863, -3.84428334236145, -6.271881103515625, -5.534045696258545, -18.1026668548584, -5.050970554351807, -5.968332767486572, -9.556039810180664, -14.197012901306152, -8.53219985961914, -17.19886016845703, -7.212345123291016, -15.054930686950684, -13.332160949707031, -18.083236694335938, -7.106440544128418, -12.149538040161133, -13.285502433776855, -21.746976852416992, -20.460660934448242, -4.187128067016602, -3.237865686416626, -21.93344497680664, -4.732480525970459, -6.47340202331543, -10.500948905944824, -21.804521560668945, -14.19480037689209, -5.903923988342285, -2.4874417781829834, -17.14113998413086]}],\n",
+              "                        {\"height\": 800, \"legend\": {\"tracegroupgap\": 0}, \"scene\": {\"domain\": {\"x\": [0.0, 1.0], \"y\": [0.0, 1.0]}, \"xaxis\": {\"title\": {\"text\": \"0\"}}, \"yaxis\": {\"title\": {\"text\": \"1\"}}, \"zaxis\": {\"title\": {\"text\": \"2\"}}}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"3d TSNE Plot for Topic Model\"}, \"width\": 900},\n",
+              "                        {\"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('1437b215-0856-448f-9c75-13154f7c4476');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "hovertemplate": "Dominant_Topic=Topic 0<br>0=%{x}<br>1=%{y}<br>2=%{z}",
+                  "showlegend": true,
+                  "legendgroup": "Dominant_Topic=Topic 0",
+                  "name": "Dominant_Topic=Topic 0",
+                  "scene": "scene",
+                  "y": [
+                    -12.952781677246094,
+                    -9.265008926391602,
+                    -1.9962348937988281,
+                    1.1324620246887207,
+                    -9.313617706298828,
+                    -2.966400384902954,
+                    -0.42377904057502747,
+                    -4.987626552581787,
+                    -7.990823268890381,
+                    -10.293282508850098,
+                    -8.901086807250977,
+                    -5.089988708496094,
+                    -8.76640796661377,
+                    -9.825630187988281,
+                    -0.7284365296363831,
+                    -2.3588905334472656,
+                    -0.1208610087633133,
+                    -0.6680498719215393,
+                    -8.875167846679688,
+                    -10.098227500915527,
+                    -5.165051460266113,
+                    -3.6679775714874268,
+                    -8.189382553100586,
+                    -3.4794704914093018,
+                    -8.315433502197266,
+                    -5.081899166107178,
+                    -9.867315292358398,
+                    -0.6267802715301514,
+                    -8.111859321594238,
+                    -9.030046463012695,
+                    -7.989945888519287,
+                    -9.8201322555542,
+                    -8.581459045410156,
+                    -4.721105575561523,
+                    -12.547602653503418,
+                    -8.047693252563477,
+                    -9.879441261291504,
+                    -4.947312831878662,
+                    -8.41650676727295,
+                    -9.547188758850098,
+                    -12.872017860412598,
+                    -3.1755306720733643,
+                    -9.012837409973145,
+                    -10.147518157958984,
+                    -2.1606338024139404,
+                    -4.644028186798096,
+                    -9.4420804977417,
+                    -9.341626167297363,
+                    -0.6560462117195129,
+                    -2.209754467010498,
+                    -4.750855445861816,
+                    -2.0319135189056396,
+                    -8.707001686096191,
+                    -5.019485950469971,
+                    -9.358445167541504,
+                    -1.004508137702942,
+                    -8.981026649475098,
+                    -8.303260803222656,
+                    -0.6612658500671387,
+                    -5.15391206741333,
+                    9.164607048034668,
+                    -1.1643303632736206,
+                    -12.955138206481934,
+                    -5.089998245239258,
+                    -2.154311418533325,
+                    -9.018869400024414,
+                    -9.20416259765625,
+                    -9.85068130493164,
+                    -0.45313650369644165,
+                    -1.0323278903961182,
+                    -0.6610111594200134,
+                    -4.219898700714111,
+                    -12.511974334716797,
+                    -8.723527908325195,
+                    -4.454864978790283,
+                    -9.662574768066406,
+                    -12.961454391479492,
+                    -9.307233810424805,
+                    -8.444659233093262,
+                    -9.27724552154541,
+                    -9.331500053405762,
+                    -7.891167163848877,
+                    -9.450432777404785,
+                    -10.306232452392578,
+                    -2.4901809692382812,
+                    -8.825359344482422,
+                    -5.071478366851807,
+                    -1.952672004699707,
+                    -12.96574878692627,
+                    -8.556737899780273,
+                    -9.690814018249512,
+                    -8.430411338806152,
+                    -2.6703951358795166,
+                    -3.8741328716278076,
+                    -4.520465850830078,
+                    -8.612089157104492,
+                    -4.998388767242432,
+                    -1.9497315883636475,
+                    -9.125262260437012,
+                    -8.976310729980469,
+                    -4.8658671379089355,
+                    -3.52653431892395,
+                    -8.193910598754883,
+                    -9.99521541595459,
+                    -10.20919418334961,
+                    -3.9465644359588623,
+                    -9.994311332702637,
+                    -5.009219169616699,
+                    -8.622577667236328,
+                    -4.693032264709473,
+                    -4.9335856437683105,
+                    -5.1286540031433105,
+                    -2.3254261016845703,
+                    -0.721130907535553,
+                    -3.874173641204834,
+                    -7.791946887969971,
+                    0.46411702036857605,
+                    -9.266939163208008,
+                    -12.97060489654541,
+                    -9.508197784423828,
+                    -8.057356834411621,
+                    -4.8297882080078125,
+                    -4.9828033447265625,
+                    -4.614896774291992,
+                    -0.1401880830526352,
+                    -8.670934677124023,
+                    -10.082691192626953
+                  ],
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "mode": "markers",
+                  "marker": {
+                    "color": "#636efa",
+                    "opacity": 0.7,
+                    "symbol": "circle"
+                  },
+                  "x": [
+                    4.005163192749023,
+                    -10.524211883544922,
+                    2.16902494430542,
+                    0.9575411677360535,
+                    -9.806402206420898,
+                    1.6294304132461548,
+                    -0.4298614263534546,
+                    0.776912271976471,
+                    -9.84437084197998,
+                    -9.418457984924316,
+                    -9.302871704101562,
+                    0.607396125793457,
+                    -10.360042572021484,
+                    -9.50954818725586,
+                    2.451718807220459,
+                    1.9773129224777222,
+                    -0.8397263884544373,
+                    -0.22321687638759613,
+                    -9.300808906555176,
+                    -8.876587867736816,
+                    0.9932388067245483,
+                    1.2467352151870728,
+                    -10.43359088897705,
+                    0.035721879452466965,
+                    -10.167816162109375,
+                    1.0233542919158936,
+                    -8.894033432006836,
+                    -0.285039484500885,
+                    -8.701147079467773,
+                    -8.27719783782959,
+                    -9.124424934387207,
+                    -10.487346649169922,
+                    -8.400928497314453,
+                    1.0792672634124756,
+                    3.5620510578155518,
+                    -9.678669929504395,
+                    -8.989823341369629,
+                    1.0994369983673096,
+                    -8.580658912658691,
+                    -10.11771297454834,
+                    3.9001362323760986,
+                    1.5465295314788818,
+                    -8.588359832763672,
+                    -8.945857048034668,
+                    3.379148244857788,
+                    0.9521083831787109,
+                    -9.63477897644043,
+                    -8.81656551361084,
+                    -0.2559400498867035,
+                    2.074280023574829,
+                    0.8839775919914246,
+                    2.1398277282714844,
+                    -9.3007173538208,
+                    0.7489042282104492,
+                    -9.22177791595459,
+                    3.0197572708129883,
+                    -9.94970417022705,
+                    -10.30944538116455,
+                    2.504502058029175,
+                    0.6733149886131287,
+                    -4.169354438781738,
+                    2.5397567749023438,
+                    4.012571334838867,
+                    0.6074055433273315,
+                    2.092231512069702,
+                    -8.8831148147583,
+                    -10.676607131958008,
+                    -10.48531436920166,
+                    -0.43622493743896484,
+                    -3.120305299758911,
+                    -0.18056240677833557,
+                    1.0495386123657227,
+                    3.5176548957824707,
+                    -10.678808212280273,
+                    0.3461734354496002,
+                    -8.431902885437012,
+                    4.021415710449219,
+                    -9.877311706542969,
+                    -9.006591796875,
+                    -9.601370811462402,
+                    -8.639091491699219,
+                    -9.954442024230957,
+                    -10.369512557983398,
+                    -9.544438362121582,
+                    -3.8998987674713135,
+                    -10.127335548400879,
+                    0.6045056581497192,
+                    3.246145725250244,
+                    4.030675888061523,
+                    -8.610479354858398,
+                    -8.463576316833496,
+                    -9.699385643005371,
+                    -3.9626805782318115,
+                    -0.05835040286183357,
+                    0.8636106848716736,
+                    -10.677977561950684,
+                    0.7725920677185059,
+                    3.4962592124938965,
+                    -8.344661712646484,
+                    -9.323820114135742,
+                    0.832223653793335,
+                    0.639461874961853,
+                    -9.239529609680176,
+                    -10.105013847351074,
+                    -10.031164169311523,
+                    0.7832326889038086,
+                    -9.543216705322266,
+                    0.7654166221618652,
+                    -9.813910484313965,
+                    0.8799885511398315,
+                    0.6796925663948059,
+                    1.023681879043579,
+                    1.991756796836853,
+                    -0.1759418547153473,
+                    -0.058318160474300385,
+                    -9.390177726745605,
+                    0.374328076839447,
+                    -10.766745567321777,
+                    4.036811828613281,
+                    -9.399069786071777,
+                    -9.027310371398926,
+                    1.0751761198043823,
+                    0.7814016938209534,
+                    0.5857635140419006,
+                    -0.40533074736595154,
+                    -9.600138664245605,
+                    -9.940608978271484
+                  ],
+                  "z": [
+                    3.48281192779541,
+                    -4.677858352661133,
+                    6.519054889678955,
+                    -2.879561185836792,
+                    -3.6036946773529053,
+                    6.918850898742676,
+                    -3.4836602210998535,
+                    6.4660773277282715,
+                    -3.3623504638671875,
+                    -4.255382537841797,
+                    -5.1895599365234375,
+                    8.019943237304688,
+                    -3.0090575218200684,
+                    -4.949375152587891,
+                    4.417812824249268,
+                    6.6471333503723145,
+                    -2.012376308441162,
+                    -3.048793077468872,
+                    -4.2566423416137695,
+                    -4.241632461547852,
+                    8.233057022094727,
+                    7.146076202392578,
+                    -3.9307754039764404,
+                    6.894005298614502,
+                    -3.2776455879211426,
+                    7.941423416137695,
+                    -3.135773181915283,
+                    -3.182462215423584,
+                    -3.920243263244629,
+                    -4.191868782043457,
+                    -4.437646865844727,
+                    -4.312658786773682,
+                    -3.841066837310791,
+                    8.102396965026855,
+                    4.520339012145996,
+                    -4.602721214294434,
+                    -4.7824835777282715,
+                    7.938204765319824,
+                    -4.479022026062012,
+                    -4.958742141723633,
+                    3.770134210586548,
+                    7.043868064880371,
+                    -4.72679328918457,
+                    -3.596963405609131,
+                    6.107723236083984,
+                    8.208671569824219,
+                    -4.192409038543701,
+                    -4.919614791870117,
+                    -3.122174024581909,
+                    6.578915119171143,
+                    8.373969078063965,
+                    6.495851039886475,
+                    -2.7592499256134033,
+                    6.12293004989624,
+                    -3.8633527755737305,
+                    6.063378810882568,
+                    -4.114518165588379,
+                    -4.597860813140869,
+                    4.481513023376465,
+                    8.276576042175293,
+                    -2.8992176055908203,
+                    6.314594745635986,
+                    3.4571263790130615,
+                    8.019942283630371,
+                    6.57235860824585,
+                    -2.8235785961151123,
+                    -3.5081655979156494,
+                    -3.7053720951080322,
+                    -3.499161958694458,
+                    5.306232929229736,
+                    -2.929199695587158,
+                    7.406419277191162,
+                    4.620612621307373,
+                    -4.404078006744385,
+                    7.842209815979004,
+                    -4.29303503036499,
+                    3.43179988861084,
+                    -2.745675802230835,
+                    -4.920750617980957,
+                    -5.106592655181885,
+                    -3.127736806869507,
+                    -4.046217918395996,
+                    -3.04595947265625,
+                    -3.6221771240234375,
+                    5.759729862213135,
+                    -5.013861179351807,
+                    7.9948248863220215,
+                    6.107810020446777,
+                    3.4060051441192627,
+                    -3.2571983337402344,
+                    -3.755143880844116,
+                    -4.970587253570557,
+                    5.825579643249512,
+                    7.296678066253662,
+                    7.590246200561523,
+                    -3.6598308086395264,
+                    6.39908504486084,
+                    6.041074275970459,
+                    -3.552147150039673,
+                    -3.6229913234710693,
+                    8.4301118850708,
+                    6.501100063323975,
+                    -3.055844783782959,
+                    -3.2520394325256348,
+                    -3.9580330848693848,
+                    6.901943683624268,
+                    -3.053615093231201,
+                    6.322789192199707,
+                    -2.7845101356506348,
+                    7.7845988273620605,
+                    8.385226249694824,
+                    8.282880783081055,
+                    6.645392417907715,
+                    -2.95045804977417,
+                    7.2967119216918945,
+                    -3.89789080619812,
+                    -2.990800619125366,
+                    -4.028268814086914,
+                    3.3934707641601562,
+                    -2.740459442138672,
+                    -3.4646854400634766,
+                    7.905300617218018,
+                    6.518555164337158,
+                    8.146464347839355,
+                    -3.1764378547668457,
+                    -3.8112637996673584,
+                    -4.583567142486572
+                  ],
+                  "type": "scatter3d"
+                },
+                {
+                  "hovertemplate": "Dominant_Topic=Topic 1<br>0=%{x}<br>1=%{y}<br>2=%{z}",
+                  "showlegend": true,
+                  "legendgroup": "Dominant_Topic=Topic 1",
+                  "name": "Dominant_Topic=Topic 1",
+                  "scene": "scene",
+                  "y": [
+                    -6.462655544281006,
+                    -11.229700088500977,
+                    -9.616451263427734,
+                    -6.714224815368652,
+                    -18.280542373657227,
+                    -8.101483345031738,
+                    -10.508583068847656,
+                    -15.90488052368164,
+                    -13.037765502929688,
+                    -7.420551300048828,
+                    -14.858417510986328,
+                    -8.58681583404541,
+                    -1.4121737480163574,
+                    -4.9017839431762695,
+                    -7.127618789672852,
+                    -7.2080841064453125,
+                    -9.877260208129883,
+                    -6.361362457275391,
+                    -11.394880294799805,
+                    -6.500341892242432,
+                    -6.708255290985107,
+                    -9.014355659484863,
+                    -13.130047798156738,
+                    -6.469780921936035,
+                    -7.35611629486084,
+                    -4.052060604095459,
+                    -16.530641555786133,
+                    -6.773831367492676,
+                    -19.42967987060547,
+                    -17.939584732055664,
+                    -8.31396198272705,
+                    -7.130764007568359,
+                    -12.605992317199707,
+                    -18.29293441772461,
+                    -8.156390190124512,
+                    -4.696723461151123,
+                    -10.576131820678711,
+                    -18.583942413330078,
+                    -5.421331882476807,
+                    -12.981250762939453,
+                    -13.10446834564209,
+                    -9.732403755187988,
+                    -10.201224327087402,
+                    -11.527826309204102,
+                    -12.779324531555176,
+                    -12.202826499938965,
+                    -8.551987648010254,
+                    -6.393916606903076,
+                    -14.87646770477295,
+                    -7.442789077758789,
+                    -8.460128784179688,
+                    -11.280099868774414,
+                    -6.916918754577637,
+                    -19.903966903686523,
+                    -6.977274417877197,
+                    -5.074223518371582,
+                    -6.444393634796143,
+                    -5.131828308105469,
+                    -16.513580322265625,
+                    -10.10056209564209,
+                    -6.682920455932617,
+                    -7.2420148849487305,
+                    -11.81998348236084,
+                    -8.76067066192627,
+                    -11.871598243713379,
+                    -4.382167339324951,
+                    -8.932537078857422,
+                    -8.520960807800293,
+                    -6.092708587646484,
+                    -8.011028289794922,
+                    -20.6965389251709,
+                    -5.152197360992432,
+                    -15.98464584350586,
+                    -9.291426658630371,
+                    -11.40774154663086,
+                    -9.04046630859375,
+                    -5.065189838409424,
+                    -7.257719993591309,
+                    -8.76870346069336,
+                    -13.628870010375977,
+                    -15.973136901855469,
+                    -17.535158157348633,
+                    -10.747777938842773,
+                    -6.531679630279541,
+                    -8.117925643920898,
+                    -20.08099937438965,
+                    -7.517739295959473,
+                    -5.48033332824707,
+                    -14.888849258422852,
+                    -7.971729278564453,
+                    -13.010653495788574,
+                    -18.829097747802734,
+                    -15.329902648925781,
+                    -11.08568286895752,
+                    -6.336945533752441,
+                    -13.082474708557129,
+                    -9.850034713745117,
+                    -14.871651649475098,
+                    -8.80119514465332,
+                    -6.883615970611572,
+                    -11.672725677490234,
+                    -10.038823127746582,
+                    -8.576881408691406,
+                    -17.080890655517578,
+                    -6.935293197631836,
+                    -13.156972885131836,
+                    -9.871028900146484,
+                    -13.023110389709473,
+                    -6.960381507873535,
+                    -17.94786262512207,
+                    -5.53361701965332,
+                    -2.9131343364715576,
+                    -11.070072174072266,
+                    -17.705703735351562,
+                    -8.904985427856445,
+                    -17.073015213012695,
+                    -11.20355224609375,
+                    -7.654767990112305,
+                    -12.190935134887695,
+                    -18.57558250427246,
+                    -7.83361291885376,
+                    -13.134194374084473,
+                    -12.601184844970703,
+                    -7.329394817352295,
+                    -7.18552827835083,
+                    -13.205999374389648,
+                    -14.024880409240723,
+                    -14.88235855102539,
+                    -10.857283592224121,
+                    -4.1865763664245605,
+                    -5.255296230316162,
+                    -6.717000484466553,
+                    -6.112293243408203,
+                    -7.7782158851623535,
+                    -18.8385066986084,
+                    -11.199028968811035,
+                    -6.488353729248047,
+                    -6.527894973754883,
+                    -7.557707786560059,
+                    -13.18189525604248,
+                    -15.916121482849121,
+                    -11.467530250549316,
+                    -18.863117218017578,
+                    -8.849895477294922,
+                    -6.306185722351074,
+                    -1.428100824356079,
+                    -9.667990684509277,
+                    -20.677988052368164,
+                    -15.407093048095703,
+                    -9.153739929199219,
+                    -6.45606803894043,
+                    -3.484182834625244,
+                    -20.458223342895508,
+                    -9.228296279907227,
+                    -5.905689716339111,
+                    -6.218214511871338,
+                    -16.510282516479492,
+                    -5.046278476715088,
+                    -5.036760330200195,
+                    -15.365132331848145,
+                    -11.710701942443848,
+                    -13.105620384216309,
+                    -9.584549903869629,
+                    -15.9382963180542,
+                    -7.0127739906311035,
+                    -5.6725873947143555,
+                    -10.978076934814453,
+                    -7.339437961578369,
+                    -13.659682273864746,
+                    -12.600266456604004,
+                    -14.060420989990234,
+                    -16.544591903686523,
+                    -20.12908172607422,
+                    -15.466167449951172,
+                    -6.307571887969971,
+                    -12.209296226501465,
+                    -12.200361251831055,
+                    -11.413475036621094,
+                    -4.591883182525635,
+                    -13.145974159240723,
+                    -5.039709568023682,
+                    -7.519472599029541,
+                    -6.821278095245361,
+                    -10.989238739013672,
+                    -20.296009063720703,
+                    -6.507477283477783,
+                    -7.545660495758057,
+                    -5.759968280792236,
+                    -7.063140392303467,
+                    -8.091937065124512,
+                    -7.922353744506836,
+                    -4.099131107330322,
+                    -19.4242000579834,
+                    -8.300346374511719,
+                    -4.53626012802124,
+                    -8.608624458312988,
+                    -5.738010406494141,
+                    -5.775628566741943,
+                    -9.478124618530273,
+                    -19.086750030517578,
+                    -17.932165145874023,
+                    -17.0373592376709,
+                    -8.693238258361816,
+                    -11.432021141052246,
+                    -6.42456579208374,
+                    -7.843025207519531,
+                    -16.532209396362305,
+                    -8.645051002502441,
+                    -2.5817816257476807,
+                    -6.184803485870361,
+                    -5.88800573348999,
+                    -14.873738288879395,
+                    -14.04096508026123,
+                    -7.264050006866455,
+                    -7.351685523986816,
+                    -10.947064399719238,
+                    -13.116612434387207,
+                    -14.715849876403809,
+                    -6.211936950683594,
+                    -8.144715309143066,
+                    -10.525300025939941,
+                    -11.591440200805664,
+                    -10.988372802734375,
+                    -11.413501739501953,
+                    -7.364113807678223,
+                    -13.270759582519531,
+                    -17.498016357421875,
+                    -7.079901218414307,
+                    -5.253983974456787,
+                    -7.066201686859131,
+                    -20.459186553955078,
+                    -13.135748863220215,
+                    -6.310663223266602,
+                    -19.71491050720215,
+                    -4.6783671379089355,
+                    -4.883981704711914,
+                    -8.473592758178711,
+                    -14.892395973205566,
+                    -8.488570213317871,
+                    -19.2756404876709,
+                    -11.455482482910156,
+                    -13.024247169494629,
+                    -11.832039833068848,
+                    -7.540131568908691,
+                    -4.5958380699157715,
+                    -8.22632122039795,
+                    -6.321094036102295,
+                    -7.067474365234375,
+                    -14.924890518188477,
+                    -5.770839214324951,
+                    -20.383731842041016,
+                    -9.870871543884277,
+                    -17.541067123413086,
+                    -5.20555305480957,
+                    -20.24473762512207,
+                    -17.953472137451172,
+                    -7.4618635177612305,
+                    -6.052487850189209,
+                    -17.122173309326172,
+                    -18.846731185913086,
+                    -12.597278594970703,
+                    -5.307808876037598
+                  ],
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "mode": "markers",
+                  "marker": {
+                    "color": "#EF553B",
+                    "opacity": 0.7,
+                    "symbol": "circle"
+                  },
+                  "x": [
+                    10.989288330078125,
+                    3.5383687019348145,
+                    8.835521697998047,
+                    -0.48971307277679443,
+                    4.386814117431641,
+                    9.644369125366211,
+                    8.33525276184082,
+                    3.9575631618499756,
+                    4.330314636230469,
+                    5.346001625061035,
+                    4.1340651512146,
+                    9.327264785766602,
+                    5.404767036437988,
+                    11.406033515930176,
+                    -0.14885450899600983,
+                    3.3696494102478027,
+                    8.656566619873047,
+                    8.948014259338379,
+                    7.569489479064941,
+                    10.619246482849121,
+                    10.15321159362793,
+                    4.766699314117432,
+                    4.489662170410156,
+                    7.520814895629883,
+                    -0.025302493944764137,
+                    2.0628292560577393,
+                    3.9798927307128906,
+                    -0.4211611747741699,
+                    4.559378147125244,
+                    4.258010387420654,
+                    8.954851150512695,
+                    10.605847358703613,
+                    4.674160480499268,
+                    4.377323627471924,
+                    3.415224075317383,
+                    1.4068502187728882,
+                    8.287837982177734,
+                    4.409867286682129,
+                    6.389725208282471,
+                    4.065240859985352,
+                    4.498652458190918,
+                    8.733686447143555,
+                    3.731566905975342,
+                    3.5810129642486572,
+                    4.692034721374512,
+                    4.7313055992126465,
+                    4.828366756439209,
+                    3.6500673294067383,
+                    4.116653919219971,
+                    5.477675914764404,
+                    4.8277177810668945,
+                    7.737870693206787,
+                    10.5200777053833,
+                    4.535388946533203,
+                    5.485777378082275,
+                    9.663213729858398,
+                    10.934670448303223,
+                    10.994153022766113,
+                    3.9690637588500977,
+                    8.585455894470215,
+                    10.36082649230957,
+                    3.1742451190948486,
+                    4.836338520050049,
+                    9.31029224395752,
+                    6.809289455413818,
+                    11.577412605285645,
+                    3.4956493377685547,
+                    9.555265426635742,
+                    9.172775268554688,
+                    9.988778114318848,
+                    3.9682822227478027,
+                    11.418203353881836,
+                    3.9402565956115723,
+                    3.517580986022949,
+                    5.045919418334961,
+                    3.5488619804382324,
+                    0.6954135298728943,
+                    8.70474624633789,
+                    4.8534159660339355,
+                    4.500385284423828,
+                    3.943787097930908,
+                    4.158008575439453,
+                    8.160359382629395,
+                    10.057092666625977,
+                    4.515059947967529,
+                    4.468394756317139,
+                    9.884308815002441,
+                    11.21107292175293,
+                    4.110511779785156,
+                    8.703458786010742,
+                    4.1569743156433105,
+                    4.504095077514648,
+                    3.960230827331543,
+                    7.915261268615723,
+                    6.900225639343262,
+                    4.4891886711120605,
+                    4.532486915588379,
+                    4.130415439605713,
+                    4.7300519943237305,
+                    10.594128608703613,
+                    7.251425743103027,
+                    3.8277671337127686,
+                    9.153843879699707,
+                    4.0612406730651855,
+                    10.192708015441895,
+                    4.576289176940918,
+                    8.665103912353516,
+                    4.575422763824463,
+                    2.9423935413360596,
+                    4.267709732055664,
+                    10.040332794189453,
+                    8.646883010864258,
+                    7.947142124176025,
+                    5.53791618347168,
+                    3.4730119705200195,
+                    4.0619306564331055,
+                    7.832126140594482,
+                    3.215646743774414,
+                    4.730772972106934,
+                    4.402450084686279,
+                    9.842140197753906,
+                    4.570900917053223,
+                    4.674465656280518,
+                    10.123580932617188,
+                    5.620118141174316,
+                    4.602096080780029,
+                    4.417965888977051,
+                    4.132887840270996,
+                    8.083226203918457,
+                    10.986536026000977,
+                    10.836410522460938,
+                    3.028876543045044,
+                    9.148174285888672,
+                    3.301295757293701,
+                    4.513706207275391,
+                    7.831212520599365,
+                    7.117178916931152,
+                    -0.5911513566970825,
+                    9.860715866088867,
+                    4.599190711975098,
+                    3.9076642990112305,
+                    3.5364599227905273,
+                    4.515500545501709,
+                    9.338445663452148,
+                    10.901631355285645,
+                    5.445764541625977,
+                    4.4499406814575195,
+                    4.017000198364258,
+                    3.8639159202575684,
+                    3.5275657176971436,
+                    7.258242130279541,
+                    9.399127006530762,
+                    4.257205963134766,
+                    8.896883964538574,
+                    5.5217814445495605,
+                    6.717564582824707,
+                    3.9586620330810547,
+                    5.349241733551025,
+                    0.7237123250961304,
+                    4.001242160797119,
+                    4.934438228607178,
+                    4.592708587646484,
+                    4.2179036140441895,
+                    3.943378210067749,
+                    -0.21460214257240295,
+                    6.394946575164795,
+                    8.003296852111816,
+                    3.1025755405426025,
+                    4.4957756996154785,
+                    4.67498779296875,
+                    4.4076714515686035,
+                    3.970686435699463,
+                    4.450677871704102,
+                    3.9610989093780518,
+                    5.7815070152282715,
+                    4.732235908508301,
+                    4.733911991119385,
+                    5.042809009552002,
+                    11.448192596435547,
+                    4.579807758331299,
+                    10.561432838439941,
+                    0.07080453634262085,
+                    10.53741455078125,
+                    3.5857861042022705,
+                    4.364221096038818,
+                    -0.6975098252296448,
+                    0.07975075393915176,
+                    11.165270805358887,
+                    -0.22954145073890686,
+                    3.3667314052581787,
+                    3.3293299674987793,
+                    1.7978495359420776,
+                    4.558454990386963,
+                    9.519312858581543,
+                    11.472537994384766,
+                    4.833909034729004,
+                    0.01170550286769867,
+                    9.308119773864746,
+                    3.5448617935180664,
+                    4.491261959075928,
+                    4.284236907958984,
+                    4.063962936401367,
+                    3.4899892807006836,
+                    3.538360118865967,
+                    5.792293548583984,
+                    5.18149995803833,
+                    3.968930244445801,
+                    4.801449298858643,
+                    8.397482872009277,
+                    -0.5114725828170776,
+                    10.089115142822266,
+                    4.123409748077393,
+                    4.4125237464904785,
+                    6.467622756958008,
+                    6.5152692794799805,
+                    5.436863422393799,
+                    4.641655445098877,
+                    3.701991558074951,
+                    6.6009650230407715,
+                    3.3723762035369873,
+                    3.5370585918426514,
+                    3.616258144378662,
+                    3.5522620677948,
+                    5.043054580688477,
+                    10.52750015258789,
+                    4.614506721496582,
+                    4.141021251678467,
+                    -0.21052959561347961,
+                    5.344884872436523,
+                    5.5853681564331055,
+                    4.256015300750732,
+                    4.6236772537231445,
+                    -0.8989968299865723,
+                    4.549543857574463,
+                    4.328902244567871,
+                    11.241133689880371,
+                    4.95287561416626,
+                    4.112515449523926,
+                    3.41546630859375,
+                    4.556414604187012,
+                    3.5197315216064453,
+                    4.721005439758301,
+                    4.83258581161499,
+                    5.345643043518066,
+                    11.504249572753906,
+                    5.0971503257751465,
+                    6.8036580085754395,
+                    5.506176948547363,
+                    5.704631805419922,
+                    11.14995002746582,
+                    4.312714099884033,
+                    3.996443510055542,
+                    4.1584672927856445,
+                    4.985383033752441,
+                    4.396529674530029,
+                    4.2752766609191895,
+                    5.300705909729004,
+                    11.028555870056152,
+                    2.9386987686157227,
+                    4.546566486358643,
+                    4.674901962280273,
+                    0.41454407572746277
+                  ],
+                  "z": [
+                    -3.2912588119506836,
+                    -3.6887047290802,
+                    -3.6858749389648438,
+                    -0.7515668869018555,
+                    -4.36586856842041,
+                    -4.972332000732422,
+                    -3.473947525024414,
+                    -3.8650293350219727,
+                    2.453580856323242,
+                    1.1192973852157593,
+                    -3.4134340286254883,
+                    -3.791236639022827,
+                    5.051283359527588,
+                    -2.7174084186553955,
+                    -0.7634555697441101,
+                    -5.244801044464111,
+                    -3.658451557159424,
+                    -5.291637897491455,
+                    -3.1280581951141357,
+                    -3.4179670810699463,
+                    -3.566800594329834,
+                    -0.24072837829589844,
+                    1.7177215814590454,
+                    -4.121260643005371,
+                    -0.7240394949913025,
+                    -2.617637872695923,
+                    -3.9571897983551025,
+                    -0.7668964862823486,
+                    -4.417638778686523,
+                    -4.228200912475586,
+                    -3.8666019439697266,
+                    -3.4091484546661377,
+                    -2.291288375854492,
+                    -4.377625465393066,
+                    -4.939026355743408,
+                    -3.2971785068511963,
+                    -3.4507548809051514,
+                    -4.246164798736572,
+                    -4.251655578613281,
+                    3.300096035003662,
+                    1.7174975872039795,
+                    -3.6911611557006836,
+                    -0.9699397683143616,
+                    -3.5645172595977783,
+                    0.3345537483692169,
+                    -1.9640581607818604,
+                    -0.16775019466876984,
+                    -3.5864810943603516,
+                    -3.4249069690704346,
+                    0.883827805519104,
+                    -0.33947914838790894,
+                    -3.201796054840088,
+                    -3.45719051361084,
+                    -4.460992813110352,
+                    1.8598719835281372,
+                    -1.6118913888931274,
+                    -3.305870532989502,
+                    -2.9410369396209717,
+                    -3.9546892642974854,
+                    -3.5887084007263184,
+                    -3.499711513519287,
+                    -5.366365909576416,
+                    -1.3490201234817505,
+                    -3.7064602375030518,
+                    -2.8283002376556396,
+                    -2.3347420692443848,
+                    -4.572608947753906,
+                    -3.6344211101531982,
+                    -5.321800231933594,
+                    -3.5085151195526123,
+                    -4.832768440246582,
+                    -2.834249496459961,
+                    -3.724668025970459,
+                    -4.402001857757568,
+                    -0.5376104712486267,
+                    -4.442753314971924,
+                    -2.527665138244629,
+                    -5.047008991241455,
+                    -0.040272001177072525,
+                    -2.804842710494995,
+                    -3.7027482986450195,
+                    -4.177641868591309,
+                    -3.384509801864624,
+                    -3.5803427696228027,
+                    -1.6304351091384888,
+                    -4.44132137298584,
+                    -3.685056686401367,
+                    -3.009782075881958,
+                    -3.4216392040252686,
+                    -4.589900016784668,
+                    3.0067694187164307,
+                    -4.446275234222412,
+                    -3.746182680130005,
+                    -3.273932933807373,
+                    -4.269866943359375,
+                    1.7890071868896484,
+                    -0.620547890663147,
+                    -3.416621208190918,
+                    -0.11982422322034836,
+                    -3.443215847015381,
+                    -3.020418882369995,
+                    -0.862437903881073,
+                    -3.9439830780029297,
+                    -4.081021785736084,
+                    -3.5690300464630127,
+                    1.237075924873352,
+                    -3.6589934825897217,
+                    1.4564433097839355,
+                    -5.446324825286865,
+                    -4.206449031829834,
+                    -3.9446756839752197,
+                    -2.785121202468872,
+                    -3.290192127227783,
+                    -4.332751274108887,
+                    -4.626539707183838,
+                    -4.08355188369751,
+                    -3.2419517040252686,
+                    -5.253935813903809,
+                    -1.955122709274292,
+                    -4.226480960845947,
+                    -3.6496167182922363,
+                    1.3114482164382935,
+                    -2.2892966270446777,
+                    -3.576113224029541,
+                    1.0331553220748901,
+                    0.8374027609825134,
+                    -2.9706928730010986,
+                    -3.420227527618408,
+                    -3.3458008766174316,
+                    -2.6665923595428467,
+                    -3.029552936553955,
+                    -5.553778648376465,
+                    -5.317872524261475,
+                    -5.140917778015137,
+                    -4.439032077789307,
+                    -3.2410929203033447,
+                    -4.234833717346191,
+                    -0.7721056938171387,
+                    -3.6933693885803223,
+                    0.9591494798660278,
+                    -3.840660572052002,
+                    -3.635347604751587,
+                    -4.2981743812561035,
+                    -3.6759963035583496,
+                    -3.297968626022339,
+                    5.033719062805176,
+                    -0.5237236618995667,
+                    -4.803287982940674,
+                    -3.6116676330566406,
+                    -4.436813831329346,
+                    -4.2016472816467285,
+                    -2.795149803161621,
+                    -4.643678665161133,
+                    -3.831968307495117,
+                    -4.4863972663879395,
+                    1.027747631072998,
+                    -3.958949565887451,
+                    -4.362058639526367,
+                    -2.6496500968933105,
+                    -3.760770320892334,
+                    0.10068681836128235,
+                    -2.557584762573242,
+                    -0.5608092546463013,
+                    -3.8425769805908203,
+                    -0.784109354019165,
+                    -4.2947001457214355,
+                    -3.312411069869995,
+                    -5.3938798904418945,
+                    -2.816570997238159,
+                    -2.28882098197937,
+                    -2.989323616027832,
+                    -3.958867311477661,
+                    -4.463066577911377,
+                    -3.466505527496338,
+                    -4.506810665130615,
+                    -1.9684590101242065,
+                    -1.959258794784546,
+                    -0.5451006889343262,
+                    -2.521963119506836,
+                    1.2254160642623901,
+                    -2.9881339073181152,
+                    -0.7009212374687195,
+                    -3.4627883434295654,
+                    -3.6698923110961914,
+                    -4.544451713562012,
+                    -0.7155734300613403,
+                    -0.6985588669776917,
+                    -3.102769613265991,
+                    -0.7446293830871582,
+                    -5.010414123535156,
+                    -5.086806774139404,
+                    -2.4583492279052734,
+                    -4.418124675750732,
+                    -4.691305637359619,
+                    -2.4769833087921143,
+                    -0.0026491335593163967,
+                    -1.6477969884872437,
+                    -1.8392471075057983,
+                    -4.320047855377197,
+                    -4.290703296661377,
+                    -4.2230000495910645,
+                    -4.083929061889648,
+                    -4.665800094604492,
+                    -3.6399099826812744,
+                    -4.263438701629639,
+                    0.5761491060256958,
+                    -3.9579098224639893,
+                    -0.009425932541489601,
+                    -2.705177068710327,
+                    -1.0011937618255615,
+                    -3.4599194526672363,
+                    -3.419842004776001,
+                    -2.981882333755493,
+                    0.04318392649292946,
+                    -0.1138475313782692,
+                    -0.0714268833398819,
+                    -0.04869090020656586,
+                    -2.330095052719116,
+                    -4.307064533233643,
+                    -4.989575386047363,
+                    -3.9069557189941406,
+                    -3.5090928077697754,
+                    -3.730750799179077,
+                    -0.5431572794914246,
+                    -3.422685384750366,
+                    0.06949661672115326,
+                    -4.174488544464111,
+                    -0.7483767867088318,
+                    -4.43105411529541,
+                    1.3470799922943115,
+                    -4.643558025360107,
+                    0.6743637919425964,
+                    -0.6721499562263489,
+                    -4.391198635101318,
+                    -3.9297232627868652,
+                    -2.753432273864746,
+                    0.01812969334423542,
+                    -3.430293321609497,
+                    -4.854551315307617,
+                    -4.4212799072265625,
+                    -3.6605093479156494,
+                    1.059955358505249,
+                    -1.3708115816116333,
+                    0.9680743217468262,
+                    -2.507869005203247,
+                    0.1867327094078064,
+                    -4.37939977645874,
+                    1.585097312927246,
+                    -3.6565473079681396,
+                    -3.111450672149658,
+                    -4.610223293304443,
+                    -0.7419543862342834,
+                    -4.180024147033691,
+                    -4.523252964019775,
+                    -4.517604827880859,
+                    -4.225320816040039,
+                    1.241658091545105,
+                    -3.2127685546875,
+                    -4.650049209594727,
+                    -4.349940776824951,
+                    -2.2858095169067383,
+                    -2.1867690086364746
+                  ],
+                  "type": "scatter3d"
+                },
+                {
+                  "hovertemplate": "Dominant_Topic=Topic 2<br>0=%{x}<br>1=%{y}<br>2=%{z}",
+                  "showlegend": true,
+                  "legendgroup": "Dominant_Topic=Topic 2",
+                  "name": "Dominant_Topic=Topic 2",
+                  "scene": "scene",
+                  "y": [
+                    -3.2375452518463135,
+                    -0.356904536485672,
+                    -2.9072165489196777,
+                    -1.2503623962402344,
+                    11.330135345458984,
+                    -2.393638849258423,
+                    2.9124345779418945,
+                    1.2077627182006836,
+                    8.920845031738281,
+                    6.883256435394287,
+                    -1.445576786994934,
+                    4.156599521636963,
+                    8.928717613220215,
+                    9.564469337463379,
+                    9.977560043334961,
+                    5.873775482177734,
+                    -0.6887364387512207,
+                    10.57140827178955,
+                    3.9367706775665283,
+                    3.626600980758667,
+                    2.610578775405884,
+                    -4.253471374511719,
+                    9.83118724822998,
+                    3.9478940963745117,
+                    7.087063789367676,
+                    4.334781646728516,
+                    4.221623420715332,
+                    6.624031066894531,
+                    -0.8894284963607788,
+                    4.697917461395264,
+                    -0.2360605150461197,
+                    8.971238136291504,
+                    9.479426383972168,
+                    -0.6372182965278625,
+                    5.205533981323242,
+                    6.611804962158203,
+                    10.066231727600098,
+                    3.998826265335083,
+                    10.827693939208984,
+                    5.388146877288818,
+                    4.057868957519531,
+                    9.717595100402832,
+                    2.469006061553955,
+                    5.335699558258057,
+                    8.38245677947998,
+                    10.117535591125488,
+                    -3.132675886154175,
+                    5.315749168395996,
+                    7.7365241050720215,
+                    9.207907676696777,
+                    6.2435221672058105,
+                    4.411871433258057,
+                    4.556830883026123,
+                    5.6327385902404785,
+                    -1.362877607345581,
+                    4.374614238739014,
+                    8.4940767288208,
+                    0.5310972332954407,
+                    3.627699851989746,
+                    -3.8625667095184326,
+                    6.489010334014893,
+                    2.453325033187866,
+                    5.852274417877197,
+                    6.81020450592041,
+                    9.83349609375,
+                    0.0570969358086586,
+                    5.654759407043457,
+                    -2.5026166439056396,
+                    9.677698135375977,
+                    7.079924583435059,
+                    5.9729228019714355,
+                    -3.54892897605896,
+                    8.379606246948242,
+                    -0.5511313080787659,
+                    11.924509048461914,
+                    7.385992527008057,
+                    6.778958320617676,
+                    1.8011528253555298,
+                    3.8579001426696777,
+                    8.062849998474121,
+                    7.215804576873779,
+                    3.143826484680176,
+                    10.119112968444824,
+                    -1.5648548603057861,
+                    10.128992080688477,
+                    -1.2609200477600098,
+                    4.677387714385986,
+                    8.613125801086426,
+                    3.947540283203125,
+                    -0.4022461771965027,
+                    4.259779930114746,
+                    9.859162330627441,
+                    8.226432800292969,
+                    3.455127000808716,
+                    7.778365612030029,
+                    6.045406341552734,
+                    6.7132134437561035,
+                    3.861513614654541,
+                    -0.7040325403213501,
+                    -2.0253560543060303,
+                    9.644843101501465,
+                    4.559953689575195,
+                    3.7881784439086914,
+                    -0.2442360371351242,
+                    5.663475036621094,
+                    2.6400864124298096,
+                    -0.6820684671401978,
+                    5.960849285125732,
+                    10.003963470458984,
+                    9.65802001953125,
+                    4.422239780426025,
+                    -3.4966635704040527,
+                    8.969636917114258,
+                    -2.765913963317871,
+                    -0.35057076811790466,
+                    -0.3942013382911682,
+                    -0.16541989147663116,
+                    10.920296669006348,
+                    10.573014259338379,
+                    8.18728256225586,
+                    7.739440441131592,
+                    0.35533949732780457,
+                    4.064001560211182,
+                    -0.7526300549507141,
+                    10.324718475341797,
+                    -0.8113937973976135,
+                    8.60717487335205,
+                    0.5508105158805847,
+                    0.6867920756340027,
+                    9.766944885253906,
+                    11.374137878417969,
+                    6.970937728881836,
+                    10.30878734588623,
+                    1.164376974105835,
+                    -0.0953620970249176,
+                    4.112170219421387,
+                    11.007166862487793,
+                    -0.5965978503227234,
+                    -0.998328447341919,
+                    -1.6921383142471313,
+                    11.2046480178833,
+                    -1.004204273223877,
+                    6.452266216278076,
+                    -1.5840110778808594,
+                    3.6764369010925293,
+                    6.637798309326172,
+                    3.5783309936523438,
+                    7.737831115722656,
+                    -2.173720598220825,
+                    9.666213035583496,
+                    3.544172525405884,
+                    6.0263285636901855,
+                    -0.6581058502197266,
+                    -0.27407047152519226,
+                    9.68248462677002,
+                    -0.3753349184989929,
+                    6.903289318084717,
+                    10.946961402893066,
+                    -2.1267848014831543,
+                    -2.5229904651641846,
+                    5.189114093780518,
+                    8.682977676391602,
+                    3.5449624061584473,
+                    9.147027015686035,
+                    11.161883354187012,
+                    8.73605728149414,
+                    10.843392372131348,
+                    9.384649276733398,
+                    11.245293617248535,
+                    5.300323486328125,
+                    9.411684036254883,
+                    -0.222570538520813,
+                    7.125710487365723,
+                    5.52353572845459,
+                    7.253862380981445,
+                    6.345576286315918,
+                    4.0568342208862305,
+                    10.615694046020508,
+                    0.19627150893211365,
+                    5.197285175323486,
+                    -1.223047137260437,
+                    5.533382892608643,
+                    10.874253273010254,
+                    5.434872627258301,
+                    8.297480583190918,
+                    3.6423277854919434,
+                    -3.3259150981903076,
+                    -3.821211576461792,
+                    11.147292137145996,
+                    -0.3751070201396942,
+                    -2.3423666954040527,
+                    -2.136847972869873,
+                    6.101501941680908,
+                    4.688867568969727,
+                    10.11872386932373,
+                    4.024632930755615,
+                    0.2891911566257477,
+                    10.180658340454102,
+                    6.475926876068115,
+                    11.011672019958496,
+                    10.571212768554688,
+                    6.688497543334961,
+                    9.82744026184082,
+                    9.943395614624023,
+                    8.291472434997559,
+                    -2.9795968532562256,
+                    3.2011168003082275,
+                    7.148099899291992,
+                    9.763972282409668,
+                    9.216607093811035,
+                    7.3005571365356445,
+                    0.3071296513080597,
+                    9.990283012390137,
+                    10.128679275512695,
+                    6.318672180175781,
+                    10.896778106689453,
+                    9.479310035705566,
+                    9.551345825195312,
+                    5.566145896911621,
+                    9.423198699951172,
+                    6.341798782348633,
+                    8.291658401489258,
+                    6.214832782745361,
+                    9.55054759979248,
+                    11.189597129821777,
+                    6.843471527099609,
+                    10.522007942199707,
+                    4.120150566101074,
+                    9.665153503417969,
+                    5.083588123321533,
+                    6.1157941818237305,
+                    -1.7786508798599243,
+                    9.639674186706543,
+                    2.7940585613250732,
+                    9.684858322143555,
+                    9.692739486694336,
+                    6.337932586669922,
+                    -1.8886302709579468,
+                    -0.8495186567306519,
+                    10.921041488647461,
+                    -3.9115264415740967,
+                    -2.7924656867980957,
+                    -1.2394312620162964,
+                    8.684661865234375,
+                    -2.183842658996582,
+                    10.875635147094727,
+                    0.319193571805954,
+                    3.5451197624206543,
+                    10.316949844360352,
+                    8.140573501586914,
+                    3.4806222915649414,
+                    6.613600254058838,
+                    -1.8162671327590942,
+                    9.222426414489746,
+                    9.705159187316895,
+                    9.79148006439209,
+                    -1.1531548500061035,
+                    9.685380935668945,
+                    2.1493802070617676,
+                    6.907106876373291,
+                    10.237078666687012,
+                    -0.5663512349128723,
+                    9.293196678161621,
+                    -0.8977519869804382,
+                    3.4090218544006348,
+                    -3.403465747833252,
+                    11.291523933410645,
+                    3.545163869857788,
+                    5.63596248626709,
+                    -1.7228291034698486,
+                    9.691301345825195,
+                    7.528981685638428,
+                    8.117897987365723,
+                    3.575270175933838,
+                    8.681304931640625,
+                    -3.316037654876709,
+                    8.333958625793457,
+                    9.399081230163574,
+                    -2.603731393814087,
+                    6.344676971435547,
+                    -0.4605970084667206,
+                    3.6259708404541016,
+                    9.986661911010742,
+                    9.241171836853027,
+                    0.6219559907913208,
+                    10.716981887817383,
+                    2.4619054794311523,
+                    -0.7555057406425476,
+                    10.33286190032959,
+                    6.6079487800598145,
+                    -3.33402943611145,
+                    5.730962753295898,
+                    5.88670015335083,
+                    7.396848678588867,
+                    10.336518287658691,
+                    -0.3714200258255005,
+                    10.68535041809082,
+                    -0.3519291281700134,
+                    -0.7922941446304321,
+                    6.09899377822876,
+                    2.2155017852783203,
+                    3.5448381900787354,
+                    11.082029342651367,
+                    -2.303201675415039,
+                    -1.6462451219558716,
+                    3.453768253326416,
+                    7.060863494873047,
+                    8.286398887634277,
+                    10.52436637878418,
+                    9.538984298706055,
+                    1.9297537803649902,
+                    4.1933817863464355,
+                    6.871485233306885,
+                    1.35844087600708,
+                    2.2513439655303955,
+                    0.5855870842933655,
+                    10.41201400756836,
+                    5.019503116607666,
+                    6.129405975341797,
+                    -0.7258642315864563,
+                    10.129677772521973,
+                    11.283583641052246,
+                    10.127628326416016,
+                    -4.34144926071167,
+                    9.48345947265625,
+                    -2.6759374141693115,
+                    -1.2852612733840942,
+                    6.344582557678223,
+                    -3.5515449047088623,
+                    9.548291206359863,
+                    3.517134189605713,
+                    7.105941295623779,
+                    9.719827651977539,
+                    -0.42651212215423584,
+                    -2.663205623626709,
+                    -2.2856621742248535,
+                    -2.5733695030212402,
+                    0.3938595652580261,
+                    1.6098263263702393,
+                    6.886116981506348,
+                    8.31312370300293,
+                    2.8313727378845215,
+                    7.723470211029053,
+                    1.3800004720687866,
+                    5.266129493713379,
+                    10.800165176391602,
+                    4.899027347564697,
+                    3.8883512020111084,
+                    1.4381558895111084,
+                    7.068641185760498,
+                    -0.4982309639453888,
+                    10.331140518188477,
+                    5.003243446350098,
+                    9.87307071685791,
+                    9.685288429260254,
+                    10.12491226196289,
+                    6.553941249847412,
+                    5.047473907470703,
+                    8.96235179901123,
+                    4.485458850860596,
+                    9.730243682861328,
+                    5.835160732269287,
+                    3.721101760864258,
+                    3.7853891849517822,
+                    6.935836315155029,
+                    8.608284950256348,
+                    2.060910940170288,
+                    5.063776969909668,
+                    5.003772258758545,
+                    5.936783790588379,
+                    7.728592395782471,
+                    10.468485832214355,
+                    6.807417392730713,
+                    2.6340222358703613,
+                    1.962807297706604,
+                    7.15915060043335,
+                    6.721656799316406,
+                    7.09773588180542,
+                    6.668390274047852,
+                    4.314992904663086,
+                    7.338710784912109,
+                    4.166985511779785,
+                    3.708634376525879,
+                    5.099975109100342,
+                    5.858352184295654,
+                    6.767480373382568,
+                    6.150874137878418,
+                    9.906017303466797,
+                    -0.6325511336326599,
+                    -2.225229263305664,
+                    1.3290443420410156,
+                    7.54355001449585,
+                    1.0052697658538818,
+                    6.4229631423950195,
+                    3.2846243381500244,
+                    9.566025733947754,
+                    6.76565408706665,
+                    10.143692970275879,
+                    8.798800468444824,
+                    2.4098827838897705,
+                    5.819385528564453,
+                    4.75313138961792,
+                    -0.06526639312505722,
+                    0.9138094186782837,
+                    5.33521032333374,
+                    8.431469917297363,
+                    -2.1795449256896973,
+                    1.7072712182998657,
+                    5.35109806060791,
+                    7.564549446105957,
+                    9.397518157958984,
+                    9.833413124084473,
+                    9.854240417480469,
+                    -2.078836679458618,
+                    5.814487934112549,
+                    3.6633710861206055,
+                    4.148449897766113,
+                    5.794688701629639,
+                    7.738442897796631,
+                    9.839179039001465,
+                    4.033998966217041,
+                    10.073952674865723,
+                    9.213696479797363,
+                    9.547981262207031,
+                    7.701108455657959,
+                    2.523695468902588,
+                    10.23765754699707,
+                    -1.8931087255477905,
+                    8.680074691772461,
+                    6.4884562492370605,
+                    0.2572881877422333,
+                    9.690401077270508,
+                    9.711969375610352,
+                    10.882403373718262,
+                    9.02766227722168,
+                    7.280882835388184,
+                    9.37926197052002,
+                    2.5248732566833496,
+                    4.273128986358643,
+                    2.169219732284546,
+                    3.6328959465026855,
+                    8.28986930847168,
+                    6.275667190551758,
+                    3.8952369689941406,
+                    10.521750450134277,
+                    -0.9784331917762756,
+                    -0.14461685717105865,
+                    10.324381828308105,
+                    9.410635948181152,
+                    2.516227960586548,
+                    9.686458587646484,
+                    10.231550216674805,
+                    10.520220756530762,
+                    3.8995754718780518,
+                    8.292428016662598,
+                    10.123045921325684,
+                    4.192159175872803,
+                    9.993797302246094,
+                    8.684449195861816,
+                    5.196208477020264,
+                    3.1998589038848877,
+                    6.058115005493164,
+                    7.003643035888672,
+                    7.73614501953125,
+                    11.072078704833984,
+                    8.674714088439941,
+                    10.611018180847168,
+                    9.037873268127441,
+                    2.1495375633239746,
+                    6.510381698608398,
+                    -0.3070071041584015,
+                    4.610767841339111,
+                    4.446377754211426,
+                    6.697004795074463,
+                    10.234550476074219,
+                    -3.2832014560699463,
+                    2.2997682094573975,
+                    5.694278717041016,
+                    5.738977909088135,
+                    9.769250869750977,
+                    6.248685836791992,
+                    7.103954792022705,
+                    10.830297470092773,
+                    2.6023683547973633,
+                    4.21856164932251,
+                    3.467777967453003,
+                    4.73458194732666,
+                    4.473443031311035,
+                    6.748904705047607,
+                    1.5224735736846924,
+                    6.452540397644043,
+                    9.182619094848633,
+                    2.197718858718872,
+                    10.9630765914917,
+                    10.405942916870117,
+                    1.9851744174957275,
+                    9.670758247375488,
+                    4.14633321762085,
+                    10.12525463104248,
+                    4.197518348693848,
+                    6.043187618255615,
+                    3.9359333515167236,
+                    5.743913650512695,
+                    10.863933563232422,
+                    2.442713499069214,
+                    9.636205673217773,
+                    -0.025625351816415787,
+                    6.073031902313232,
+                    9.465500831604004,
+                    8.593950271606445,
+                    8.679689407348633,
+                    5.804584980010986,
+                    9.402031898498535,
+                    9.493470191955566,
+                    6.686851978302002,
+                    6.382898330688477,
+                    6.023836612701416,
+                    3.430203676223755,
+                    9.876626014709473,
+                    0.4003569185733795,
+                    0.41908907890319824,
+                    9.696157455444336,
+                    1.031868815422058,
+                    7.746220111846924,
+                    9.046204566955566,
+                    2.6487224102020264,
+                    5.9470534324646,
+                    9.046241760253906,
+                    6.565003871917725,
+                    6.227074146270752,
+                    7.678930282592773,
+                    11.129388809204102,
+                    10.784211158752441,
+                    5.80719518661499,
+                    6.136362552642822,
+                    3.416893243789673,
+                    11.313156127929688,
+                    10.942351341247559,
+                    5.624959945678711,
+                    2.185591697692871,
+                    10.747008323669434,
+                    8.221894264221191,
+                    10.954505920410156,
+                    3.499580144882202,
+                    11.954872131347656,
+                    9.545243263244629,
+                    3.1443231105804443,
+                    9.73743724822998,
+                    3.1179440021514893,
+                    10.785213470458984,
+                    4.373232841491699,
+                    2.3410322666168213,
+                    10.784340858459473,
+                    4.548933506011963,
+                    3.9394497871398926,
+                    10.960987091064453,
+                    0.21255646646022797,
+                    6.008898735046387
+                  ],
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "mode": "markers",
+                  "marker": {
+                    "color": "#00cc96",
+                    "opacity": 0.7,
+                    "symbol": "circle"
+                  },
+                  "x": [
+                    9.017034530639648,
+                    10.698357582092285,
+                    9.261704444885254,
+                    6.382248878479004,
+                    19.100372314453125,
+                    11.767654418945312,
+                    4.921090602874756,
+                    6.435094356536865,
+                    -1.3023115396499634,
+                    9.096646308898926,
+                    7.74360466003418,
+                    5.636638641357422,
+                    -0.001018347917124629,
+                    -0.07750634849071503,
+                    -0.4681428372859955,
+                    -0.42603135108947754,
+                    5.829414367675781,
+                    15.901217460632324,
+                    4.938028335571289,
+                    5.146066188812256,
+                    2.379988670349121,
+                    8.441488265991211,
+                    -0.7163697481155396,
+                    3.106294631958008,
+                    8.47876262664795,
+                    4.5394182205200195,
+                    6.638854503631592,
+                    1.1515154838562012,
+                    11.420130729675293,
+                    7.225496292114258,
+                    10.795927047729492,
+                    7.579161167144775,
+                    10.418157577514648,
+                    5.835324287414551,
+                    2.3224194049835205,
+                    0.44736501574516296,
+                    -1.4549365043640137,
+                    6.044724941253662,
+                    17.479564666748047,
+                    -3.277019500732422,
+                    6.249102592468262,
+                    1.6602221727371216,
+                    -3.3187129497528076,
+                    7.750433921813965,
+                    9.367575645446777,
+                    13.443087577819824,
+                    12.325284004211426,
+                    -2.0028512477874756,
+                    5.470739364624023,
+                    8.224953651428223,
+                    8.24354362487793,
+                    6.911986351013184,
+                    3.7284998893737793,
+                    4.244482517242432,
+                    8.28172492980957,
+                    4.5234150886535645,
+                    9.471312522888184,
+                    6.578701496124268,
+                    -2.979429006576538,
+                    8.646029472351074,
+                    0.795177161693573,
+                    -3.421473264694214,
+                    -0.7940221428871155,
+                    8.509598731994629,
+                    12.03762149810791,
+                    3.7590601444244385,
+                    -1.3385370969772339,
+                    11.77787971496582,
+                    11.230215072631836,
+                    6.429218292236328,
+                    0.8731151819229126,
+                    8.77158260345459,
+                    9.372142791748047,
+                    11.54132080078125,
+                    10.758429527282715,
+                    8.866961479187012,
+                    9.072935104370117,
+                    3.8516147136688232,
+                    -3.8658699989318848,
+                    9.031018257141113,
+                    7.4802656173706055,
+                    6.3492751121521,
+                    -1.2672302722930908,
+                    11.840840339660645,
+                    13.505294799804688,
+                    4.889246463775635,
+                    7.224666595458984,
+                    9.567584991455078,
+                    8.151531219482422,
+                    6.221715927124023,
+                    -2.9965362548828125,
+                    3.7875277996063232,
+                    9.228577613830566,
+                    5.1464314460754395,
+                    9.039688110351562,
+                    5.761746883392334,
+                    -0.2125208079814911,
+                    5.360651016235352,
+                    6.9911885261535645,
+                    8.205833435058594,
+                    2.326817512512207,
+                    7.089492321014404,
+                    6.4442458152771,
+                    2.6892104148864746,
+                    8.031694412231445,
+                    2.9910309314727783,
+                    10.953666687011719,
+                    8.04986572265625,
+                    0.10054938495159149,
+                    2.7444467544555664,
+                    4.182570934295654,
+                    9.606308937072754,
+                    7.5660552978515625,
+                    11.808034896850586,
+                    3.023768186569214,
+                    11.094314575195312,
+                    2.6725821495056152,
+                    17.879722595214844,
+                    15.9104642868042,
+                    -0.9969885349273682,
+                    5.4801740646362305,
+                    3.2365963459014893,
+                    6.247928142547607,
+                    7.555698394775391,
+                    14.53031063079834,
+                    11.275898933410645,
+                    9.55673599243164,
+                    10.95436954498291,
+                    10.828202247619629,
+                    2.082313299179077,
+                    19.204017639160156,
+                    5.088943004608154,
+                    4.326056480407715,
+                    4.488122463226318,
+                    11.066295623779297,
+                    5.6669721603393555,
+                    18.74202537536621,
+                    10.192011833190918,
+                    11.356949806213379,
+                    11.954090118408203,
+                    18.39248275756836,
+                    10.661725044250488,
+                    0.927436113357544,
+                    12.02357006072998,
+                    4.623064041137695,
+                    1.2196637392044067,
+                    5.802000999450684,
+                    5.44778299331665,
+                    11.202733993530273,
+                    3.2466580867767334,
+                    4.140802383422852,
+                    7.504857063293457,
+                    10.146554946899414,
+                    11.1270112991333,
+                    10.384624481201172,
+                    11.18580150604248,
+                    5.041808605194092,
+                    17.93834686279297,
+                    11.931768417358398,
+                    12.427244186401367,
+                    7.685499668121338,
+                    6.873627662658691,
+                    4.141379356384277,
+                    2.1911792755126953,
+                    19.437808990478516,
+                    0.011131593026220798,
+                    17.492427825927734,
+                    10.392328262329102,
+                    18.742116928100586,
+                    7.782682418823242,
+                    8.914521217346191,
+                    3.0872011184692383,
+                    4.791584014892578,
+                    -1.5191309452056885,
+                    7.6199631690979,
+                    4.486715316772461,
+                    4.844884872436523,
+                    16.16172981262207,
+                    10.992030143737793,
+                    7.683638095855713,
+                    10.043810844421387,
+                    7.709236145019531,
+                    17.627765655517578,
+                    7.86749267578125,
+                    6.185155868530273,
+                    3.2838382720947266,
+                    11.241350173950195,
+                    8.727023124694824,
+                    19.408100128173828,
+                    11.253684043884277,
+                    11.646427154541016,
+                    11.95425796508789,
+                    6.29889440536499,
+                    7.163564682006836,
+                    -0.6509143710136414,
+                    8.26646614074707,
+                    3.2683870792388916,
+                    4.196031093597412,
+                    8.372532844543457,
+                    18.185213088989258,
+                    15.899227142333984,
+                    8.671431541442871,
+                    12.011947631835938,
+                    3.9512805938720703,
+                    6.190014362335205,
+                    9.329322814941406,
+                    4.283473968505859,
+                    4.893566131591797,
+                    0.8863837718963623,
+                    8.248923301696777,
+                    8.49549674987793,
+                    10.984554290771484,
+                    12.811822891235352,
+                    13.512277603149414,
+                    8.245851516723633,
+                    17.969314575195312,
+                    10.415963172912598,
+                    9.611187934875488,
+                    7.855125904083252,
+                    0.9454662799835205,
+                    4.489797115325928,
+                    6.189063549041748,
+                    8.206963539123535,
+                    9.609929084777832,
+                    19.45853042602539,
+                    9.112431526184082,
+                    15.627179145812988,
+                    4.8800201416015625,
+                    11.155586242675781,
+                    -3.0195608139038086,
+                    8.107025146484375,
+                    12.085681915283203,
+                    10.374946594238281,
+                    3.727564811706543,
+                    2.251371383666992,
+                    3.2703676223754883,
+                    4.492466926574707,
+                    11.950567245483398,
+                    7.537927150726318,
+                    17.95281219482422,
+                    2.0023415088653564,
+                    11.975380897521973,
+                    5.111213684082031,
+                    6.8798723220825195,
+                    8.018242835998535,
+                    17.613666534423828,
+                    10.957170486450195,
+                    4.141810894012451,
+                    4.33621072769165,
+                    9.160262107849121,
+                    5.731467247009277,
+                    8.459792137145996,
+                    12.076416969299316,
+                    8.26487922668457,
+                    11.247509956359863,
+                    3.5107414722442627,
+                    10.819428443908691,
+                    11.231945991516113,
+                    -3.0882678031921387,
+                    4.8950886726379395,
+                    14.04311752319336,
+                    11.088611602783203,
+                    2.5058765411376953,
+                    7.398941993713379,
+                    4.432476997375488,
+                    9.374434471130371,
+                    19.14710807800293,
+                    4.141567707061768,
+                    4.245366096496582,
+                    12.086807250976562,
+                    1.6488384008407593,
+                    8.807368278503418,
+                    9.155817985534668,
+                    6.210018634796143,
+                    6.870862007141113,
+                    11.346551895141602,
+                    9.35147476196289,
+                    3.443242311477661,
+                    12.482738494873047,
+                    4.482058525085449,
+                    7.3448100090026855,
+                    4.558424949645996,
+                    12.79686164855957,
+                    -1.0066719055175781,
+                    10.94559383392334,
+                    16.805221557617188,
+                    -1.629868507385254,
+                    11.190954208374023,
+                    14.54134750366211,
+                    1.0753026008605957,
+                    11.478856086730957,
+                    -1.1361390352249146,
+                    -2.82319974899292,
+                    8.900914192199707,
+                    14.561409950256348,
+                    11.209670066833496,
+                    16.58711814880371,
+                    10.874866485595703,
+                    5.5582661628723145,
+                    8.127181053161621,
+                    -3.501006841659546,
+                    4.141205787658691,
+                    19.388338088989258,
+                    8.58299446105957,
+                    11.337772369384766,
+                    5.155461311340332,
+                    5.030234336853027,
+                    6.1809515953063965,
+                    15.631872177124023,
+                    9.599005699157715,
+                    -1.884880781173706,
+                    6.338307857513428,
+                    4.93168830871582,
+                    4.554290771484375,
+                    -1.7546279430389404,
+                    10.951509475708008,
+                    14.979406356811523,
+                    -2.5750205516815186,
+                    0.048258423805236816,
+                    5.42722749710083,
+                    13.484831809997559,
+                    18.718385696411133,
+                    13.476426124572754,
+                    8.193984985351562,
+                    10.443175315856934,
+                    12.333168983459473,
+                    11.69492244720459,
+                    4.479602813720703,
+                    12.017885208129883,
+                    9.615005493164062,
+                    4.60650110244751,
+                    4.897795677185059,
+                    2.15346360206604,
+                    2.594914197921753,
+                    12.180781364440918,
+                    12.380034446716309,
+                    12.276838302612305,
+                    10.933629989624023,
+                    3.212679624557495,
+                    8.385763168334961,
+                    0.23126602172851562,
+                    -3.1392109394073486,
+                    5.441919803619385,
+                    -1.5734574794769287,
+                    -3.1679883003234863,
+                    18.32245635986328,
+                    -2.6861352920532227,
+                    5.20702600479126,
+                    3.724703788757324,
+                    4.770897388458252,
+                    11.521768569946289,
+                    14.535568237304688,
+                    7.5132880210876465,
+                    0.7033722400665283,
+                    3.2459583282470703,
+                    -0.6101602911949158,
+                    0.9318382740020752,
+                    7.466740131378174,
+                    7.544519901275635,
+                    3.782156229019165,
+                    10.362711906433105,
+                    -0.962620198726654,
+                    6.038547515869141,
+                    -3.9640872478485107,
+                    4.864231109619141,
+                    0.503340482711792,
+                    -2.3515870571136475,
+                    -2.513807535171509,
+                    7.5189056396484375,
+                    -4.202415943145752,
+                    5.4612321853637695,
+                    15.322908401489258,
+                    8.731274604797363,
+                    3.4652180671691895,
+                    -1.5895732641220093,
+                    7.541885852813721,
+                    8.648246765136719,
+                    -0.43898698687553406,
+                    1.2100294828414917,
+                    4.312014102935791,
+                    -0.7886989712715149,
+                    6.46842622756958,
+                    3.146327495574951,
+                    7.308228015899658,
+                    -0.8069855570793152,
+                    -3.111872911453247,
+                    -0.14342382550239563,
+                    -0.9357938766479492,
+                    2.740957021713257,
+                    11.804866790771484,
+                    3.673478603363037,
+                    8.541775703430176,
+                    2.6334145069122314,
+                    1.6438692808151245,
+                    4.026970386505127,
+                    -0.11109138280153275,
+                    0.21134382486343384,
+                    -0.8184201717376709,
+                    0.48940229415893555,
+                    3.952392578125,
+                    -0.3661327660083771,
+                    -2.9525563716888428,
+                    2.9496397972106934,
+                    3.4984066486358643,
+                    -1.9640207290649414,
+                    9.396570205688477,
+                    12.246310234069824,
+                    3.8569893836975098,
+                    -1.956453561782837,
+                    0.35568079352378845,
+                    8.844383239746094,
+                    12.036169052124023,
+                    0.9142453074455261,
+                    12.051840782165527,
+                    -3.3359169960021973,
+                    4.55711030960083,
+                    6.7294697761535645,
+                    -1.1606733798980713,
+                    5.462136268615723,
+                    12.066108703613281,
+                    4.865853309631348,
+                    -0.1614467054605484,
+                    8.237298011779785,
+                    9.56702995300293,
+                    5.451265335083008,
+                    2.6185367107391357,
+                    14.045869827270508,
+                    7.783496856689453,
+                    6.868542194366455,
+                    0.029127882793545723,
+                    3.17903208732605,
+                    11.268265724182129,
+                    11.181595802307129,
+                    18.990116119384766,
+                    -1.4503005743026733,
+                    8.758386611938477,
+                    10.398218154907227,
+                    -1.6469296216964722,
+                    -4.5887556076049805,
+                    -3.1498138904571533,
+                    5.597529888153076,
+                    6.177043437957764,
+                    -3.293505907058716,
+                    5.86248254776001,
+                    15.607418060302734,
+                    -3.057739019393921,
+                    3.5416831970214844,
+                    14.527897834777832,
+                    8.90040111541748,
+                    2.2702395915985107,
+                    1.111704707145691,
+                    -1.284663200378418,
+                    15.59753704071045,
+                    6.548365592956543,
+                    6.191133975982666,
+                    13.453930854797363,
+                    -4.445191860198975,
+                    12.835501670837402,
+                    6.876514434814453,
+                    -3.2111854553222656,
+                    -4.606469631195068,
+                    -0.37273675203323364,
+                    5.017423152923584,
+                    5.4608588218688965,
+                    19.352506637573242,
+                    -1.0860271453857422,
+                    16.13364028930664,
+                    8.224601745605469,
+                    -1.6798858642578125,
+                    1.9735264778137207,
+                    2.723505973815918,
+                    7.066295146942139,
+                    3.674107789993286,
+                    -3.3889405727386475,
+                    14.024727821350098,
+                    11.167510986328125,
+                    -1.8341599702835083,
+                    -1.0200282335281372,
+                    -1.2598223686218262,
+                    -0.6529378294944763,
+                    8.153664588928223,
+                    4.783754825592041,
+                    18.81198501586914,
+                    5.598753929138184,
+                    -3.532395124435425,
+                    -4.371533393859863,
+                    -2.9367051124572754,
+                    6.893309116363525,
+                    1.3952419757843018,
+                    3.7393786907196045,
+                    1.7668650150299072,
+                    3.434063196182251,
+                    4.041042327880859,
+                    19.04979133605957,
+                    14.945502281188965,
+                    2.1760034561157227,
+                    11.23580265045166,
+                    4.729201316833496,
+                    13.440740585327148,
+                    6.5333733558654785,
+                    -2.428642749786377,
+                    -3.8284177780151367,
+                    -1.25637948513031,
+                    19.01990509033203,
+                    4.050504207611084,
+                    10.37231159210205,
+                    6.333662509918213,
+                    8.26085376739502,
+                    0.26365381479263306,
+                    -0.7908855080604553,
+                    6.86776065826416,
+                    8.06732177734375,
+                    8.8652982711792,
+                    1.2226016521453857,
+                    8.232060432434082,
+                    0.5213705897331238,
+                    5.977219581604004,
+                    5.325591564178467,
+                    3.8152976036071777,
+                    6.1850080490112305,
+                    3.2645487785339355,
+                    11.23431396484375,
+                    -1.6207003593444824,
+                    5.4807233810424805,
+                    8.250093460083008,
+                    -4.346365928649902,
+                    -0.4443540871143341,
+                    8.2500638961792,
+                    8.132844924926758,
+                    0.06219557672739029,
+                    -1.1040263175964355,
+                    19.418800354003906,
+                    17.168012619018555,
+                    -1.106479525566101,
+                    -0.08850227296352386,
+                    5.08074951171875,
+                    18.56949234008789,
+                    18.320371627807617,
+                    -1.4364665746688843,
+                    -1.6998034715652466,
+                    18.649545669555664,
+                    9.306314468383789,
+                    19.28203010559082,
+                    6.133315086364746,
+                    10.848103523254395,
+                    9.586997985839844,
+                    -3.1336185932159424,
+                    2.1478447914123535,
+                    -4.410467624664307,
+                    17.168922424316406,
+                    3.5915656089782715,
+                    -2.3382186889648438,
+                    17.16809844970703,
+                    -3.1225404739379883,
+                    -3.8302512168884277,
+                    18.434350967407227,
+                    2.9570155143737793,
+                    -4.108340740203857
+                  ],
+                  "z": [
+                    1.4177736043930054,
+                    3.5685086250305176,
+                    1.409437656402588,
+                    -2.9852678775787354,
+                    7.083601951599121,
+                    -0.6847020387649536,
+                    -2.441432476043701,
+                    -2.2293479442596436,
+                    1.2630575895309448,
+                    10.146768569946289,
+                    -2.4585843086242676,
+                    -3.11897873878479,
+                    1.2666568756103516,
+                    1.4752161502838135,
+                    1.5091975927352905,
+                    7.7980637550354,
+                    -3.056428909301758,
+                    9.835917472839355,
+                    -3.405787944793701,
+                    -2.9410839080810547,
+                    -2.8661227226257324,
+                    1.016663670539856,
+                    1.3860148191452026,
+                    -3.7722082138061523,
+                    3.259014368057251,
+                    -3.9223268032073975,
+                    -1.6303712129592896,
+                    9.472508430480957,
+                    2.112422466278076,
+                    -0.9354557394981384,
+                    3.004180431365967,
+                    9.838616371154785,
+                    10.825183868408203,
+                    -3.3392398357391357,
+                    -3.3676631450653076,
+                    -2.283379316329956,
+                    1.3363865613937378,
+                    -2.446209669113159,
+                    8.5270357131958,
+                    1.7216577529907227,
+                    1.9780998229980469,
+                    2.8438827991485596,
+                    3.087479829788208,
+                    0.04693915322422981,
+                    4.899574279785156,
+                    10.881864547729492,
+                    -1.0147744417190552,
+                    7.496772289276123,
+                    8.274809837341309,
+                    10.108009338378906,
+                    1.7144241333007812,
+                    -1.2504663467407227,
+                    -4.437587738037109,
+                    5.679888725280762,
+                    -2.0013604164123535,
+                    -3.981717348098755,
+                    5.043292045593262,
+                    -2.376406192779541,
+                    1.7331440448760986,
+                    1.1964457035064697,
+                    9.325284004211426,
+                    2.9916107654571533,
+                    8.32998275756836,
+                    2.581134080886841,
+                    11.016107559204102,
+                    5.788521766662598,
+                    8.114748001098633,
+                    -0.7892840504646301,
+                    11.00765609741211,
+                    5.583750247955322,
+                    -3.033865451812744,
+                    1.4001201391220093,
+                    4.887108325958252,
+                    -1.167651891708374,
+                    10.336536407470703,
+                    3.2511184215545654,
+                    10.109580039978027,
+                    6.7864837646484375,
+                    6.484445571899414,
+                    4.583970546722412,
+                    4.598883628845215,
+                    0.18130303919315338,
+                    1.3827550411224365,
+                    0.7197452783584595,
+                    10.874858856201172,
+                    5.2740983963012695,
+                    -0.6189326047897339,
+                    5.247952938079834,
+                    1.33085298538208,
+                    -2.8275909423828125,
+                    1.8819042444229126,
+                    5.518457412719727,
+                    4.707382678985596,
+                    -0.7091772556304932,
+                    3.9156453609466553,
+                    1.1510512828826904,
+                    -2.5375096797943115,
+                    -3.0887622833251953,
+                    -2.556938886642456,
+                    -2.4860103130340576,
+                    3.525174617767334,
+                    -0.9997326135635376,
+                    -0.25042444467544556,
+                    4.563737869262695,
+                    0.21988123655319214,
+                    -2.4720237255096436,
+                    2.6473917961120605,
+                    1.3859127759933472,
+                    1.7731854915618896,
+                    4.0852484703063965,
+                    -4.124099254608154,
+                    -0.41867733001708984,
+                    9.834892272949219,
+                    -0.9554709792137146,
+                    5.993447780609131,
+                    3.08553147315979,
+                    4.35844612121582,
+                    8.145562171936035,
+                    9.828862190246582,
+                    -0.7834453582763672,
+                    8.286669731140137,
+                    6.295088291168213,
+                    -2.204766273498535,
+                    -2.219895839691162,
+                    10.56722640991211,
+                    2.262876510620117,
+                    5.241689682006836,
+                    4.573790550231934,
+                    4.6208271980285645,
+                    3.325031280517578,
+                    6.650082588195801,
+                    7.291085720062256,
+                    6.240830421447754,
+                    5.510115623474121,
+                    3.5721218585968018,
+                    -3.044801950454712,
+                    7.682680606842041,
+                    1.3659559488296509,
+                    1.9566121101379395,
+                    0.5504336357116699,
+                    7.361408233642578,
+                    0.7413011193275452,
+                    9.095999717712402,
+                    0.8872936367988586,
+                    7.446047306060791,
+                    9.455489158630371,
+                    1.9577102661132812,
+                    8.251739501953125,
+                    -1.5967031717300415,
+                    4.757504463195801,
+                    3.5968849658966064,
+                    3.2808728218078613,
+                    1.1083872318267822,
+                    3.271106004714966,
+                    10.906517028808594,
+                    3.083745241165161,
+                    7.302727699279785,
+                    7.983012676239014,
+                    -0.17172880470752716,
+                    -0.32537850737571716,
+                    -0.27705076336860657,
+                    9.472542762756348,
+                    3.5989303588867188,
+                    2.992967367172241,
+                    6.016650199890137,
+                    0.4410635530948639,
+                    8.51346206665039,
+                    8.348111152648926,
+                    6.9538493156433105,
+                    -0.42862239480018616,
+                    10.36401081085205,
+                    5.94595193862915,
+                    7.34079122543335,
+                    7.536102294921875,
+                    4.530074119567871,
+                    6.369518280029297,
+                    7.762298107147217,
+                    9.63827133178711,
+                    4.037099361419678,
+                    -0.42644113302230835,
+                    2.9270355701446533,
+                    1.1332643032073975,
+                    8.393031120300293,
+                    -0.10080910474061966,
+                    8.978371620178223,
+                    6.890629291534424,
+                    -1.1461604833602905,
+                    1.1193658113479614,
+                    6.216001987457275,
+                    3.0642688274383545,
+                    -0.7392174601554871,
+                    -0.4026583731174469,
+                    1.2356318235397339,
+                    -1.3587450981140137,
+                    1.5121018886566162,
+                    1.4828565120697021,
+                    5.91876220703125,
+                    6.074442386627197,
+                    2.041517972946167,
+                    8.016969680786133,
+                    9.836990356445312,
+                    1.8373093605041504,
+                    11.016724586486816,
+                    5.749871253967285,
+                    8.969491004943848,
+                    1.2849568128585815,
+                    7.232442855834961,
+                    7.205903053283691,
+                    2.1471214294433594,
+                    10.119808197021484,
+                    3.6665072441101074,
+                    4.21311092376709,
+                    10.96550464630127,
+                    10.873600006103516,
+                    1.945432186126709,
+                    7.98313570022583,
+                    10.892903327941895,
+                    10.612506866455078,
+                    0.6066908836364746,
+                    1.9788193702697754,
+                    6.356741905212402,
+                    8.968859672546387,
+                    1.7373394966125488,
+                    10.616158485412598,
+                    6.055818557739258,
+                    10.143609046936035,
+                    10.021368980407715,
+                    7.796103477478027,
+                    11.066326141357422,
+                    5.801746368408203,
+                    1.74177885055542,
+                    0.5144570469856262,
+                    10.944040298461914,
+                    6.447906970977783,
+                    3.4628584384918213,
+                    4.792663097381592,
+                    6.364314556121826,
+                    0.1247197687625885,
+                    -2.283083200454712,
+                    8.005939483642578,
+                    -2.440946578979492,
+                    -0.8882617354393005,
+                    5.16242790222168,
+                    9.477262496948242,
+                    -2.6902503967285156,
+                    8.403070449829102,
+                    4.224328517913818,
+                    3.597759962081909,
+                    6.253907203674316,
+                    4.596164226531982,
+                    2.0813636779785156,
+                    2.1991777420043945,
+                    0.4383654296398163,
+                    10.1263427734375,
+                    11.007566452026367,
+                    5.130825042724609,
+                    0.5266510248184204,
+                    11.013590812683105,
+                    1.3519277572631836,
+                    7.4287590980529785,
+                    10.753594398498535,
+                    2.792851448059082,
+                    3.4667434692382812,
+                    -2.3937361240386963,
+                    7.382382869720459,
+                    0.5364453792572021,
+                    7.115087509155273,
+                    3.597989559173584,
+                    5.683960914611816,
+                    0.6472503542900085,
+                    2.778059244155884,
+                    3.689436912536621,
+                    4.551624298095703,
+                    -0.7999021410942078,
+                    9.47193717956543,
+                    -1.5839760303497314,
+                    4.802641868591309,
+                    4.999964237213135,
+                    -0.3973662853240967,
+                    6.365986347198486,
+                    -2.237293004989624,
+                    7.495091915130615,
+                    10.968998908996582,
+                    1.1243572235107422,
+                    4.679996490478516,
+                    9.096270561218262,
+                    2.6339151859283447,
+                    2.3833208084106445,
+                    10.57094669342041,
+                    9.487264633178711,
+                    -1.5424672365188599,
+                    8.185632705688477,
+                    5.005161285400391,
+                    3.2116780281066895,
+                    10.561934471130371,
+                    3.0829997062683105,
+                    9.288578033447266,
+                    3.2935521602630615,
+                    -3.1863276958465576,
+                    1.6162971258163452,
+                    1.455981731414795,
+                    3.5981016159057617,
+                    6.7892351150512695,
+                    -2.37351131439209,
+                    -0.25547611713409424,
+                    -2.8799867630004883,
+                    7.180281639099121,
+                    8.9627103805542,
+                    10.023725509643555,
+                    10.614104270935059,
+                    2.000675678253174,
+                    -2.280263662338257,
+                    7.39827823638916,
+                    5.53359317779541,
+                    2.295045852661133,
+                    4.627181053161621,
+                    10.380684852600098,
+                    7.050445079803467,
+                    8.695112228393555,
+                    -3.220405101776123,
+                    10.874719619750977,
+                    7.5529913902282715,
+                    10.875029563903809,
+                    1.2706769704818726,
+                    10.81451416015625,
+                    -0.6022406220436096,
+                    1.3271039724349976,
+                    6.373929500579834,
+                    -1.5099340677261353,
+                    10.616965293884277,
+                    -3.163989305496216,
+                    7.164882659912109,
+                    3.3733551502227783,
+                    4.502981662750244,
+                    -0.7010960578918457,
+                    -0.011516972444951534,
+                    -0.2986781895160675,
+                    4.327503204345703,
+                    6.3242506980896,
+                    3.0129475593566895,
+                    -0.08799010515213013,
+                    5.387620449066162,
+                    8.246081352233887,
+                    3.2766785621643066,
+                    5.579555988311768,
+                    7.605876922607422,
+                    7.167038440704346,
+                    -3.2258756160736084,
+                    6.716490745544434,
+                    7.317634105682373,
+                    -1.0654946565628052,
+                    10.571725845336914,
+                    -0.4775194525718689,
+                    2.0692412853240967,
+                    4.759147644042969,
+                    1.5270689725875854,
+                    9.427855491638184,
+                    0.25206124782562256,
+                    9.823604583740234,
+                    -4.25587272644043,
+                    10.81533432006836,
+                    8.457674026489258,
+                    1.3878636360168457,
+                    6.324974060058594,
+                    7.434532642364502,
+                    0.3931970000267029,
+                    1.3965883255004883,
+                    7.196897983551025,
+                    -0.6467228531837463,
+                    3.083073854446411,
+                    8.265838623046875,
+                    10.205825805664062,
+                    2.0296905040740967,
+                    -2.0664680004119873,
+                    1.407500982284546,
+                    4.422662258148193,
+                    2.002337694168091,
+                    -2.1057186126708984,
+                    9.574884414672852,
+                    -3.946733236312866,
+                    -1.9400602579116821,
+                    -1.9563381671905518,
+                    6.891944408416748,
+                    1.4617115259170532,
+                    8.373838424682617,
+                    2.7873425483703613,
+                    8.937978744506836,
+                    1.368007779121399,
+                    5.388151168823242,
+                    -0.474201500415802,
+                    6.627046585083008,
+                    4.084752082824707,
+                    5.939820289611816,
+                    7.294437408447266,
+                    7.136241436004639,
+                    1.4644197225570679,
+                    -2.2142436504364014,
+                    1.4790579080581665,
+                    0.65131676197052,
+                    6.773548126220703,
+                    7.370126724243164,
+                    6.840259075164795,
+                    5.326922416687012,
+                    6.511779308319092,
+                    7.483944892883301,
+                    4.980292320251465,
+                    -0.2492542862892151,
+                    6.869568824768066,
+                    7.751910209655762,
+                    -1.0449966192245483,
+                    10.337574005126953,
+                    11.016663551330566,
+                    2.220552444458008,
+                    -0.27446964383125305,
+                    4.398221015930176,
+                    7.48680305480957,
+                    -0.7997992634773254,
+                    8.546785354614258,
+                    8.266009330749512,
+                    11.014884948730469,
+                    -3.5099613666534424,
+                    1.6751708984375,
+                    10.115920066833496,
+                    10.590869903564453,
+                    8.251962661743164,
+                    -2.559415817260742,
+                    10.75151252746582,
+                    -2.6736578941345215,
+                    9.47006893157959,
+                    -2.7377769947052,
+                    6.346122741699219,
+                    11.002530097961426,
+                    11.051237106323242,
+                    6.7978997230529785,
+                    1.1287025213241577,
+                    3.1907618045806885,
+                    8.303216934204102,
+                    2.6445975303649902,
+                    5.346555233001709,
+                    1.5319219827651978,
+                    -0.9179970026016235,
+                    8.96486759185791,
+                    3.626824378967285,
+                    -2.571998357772827,
+                    10.042567253112793,
+                    5.285177707672119,
+                    6.008552551269531,
+                    10.568145751953125,
+                    10.357549667358398,
+                    5.9587531089782715,
+                    2.2894527912139893,
+                    1.4141461849212646,
+                    10.047780990600586,
+                    -0.038237761706113815,
+                    8.970501899719238,
+                    10.880523681640625,
+                    5.581862926483154,
+                    10.964479446411133,
+                    9.475570678710938,
+                    5.642027378082275,
+                    6.017795562744141,
+                    8.795964241027832,
+                    7.145466327667236,
+                    8.268378257751465,
+                    6.292470932006836,
+                    1.317997694015503,
+                    9.659209251403809,
+                    12.657670021057129,
+                    2.0253400802612305,
+                    7.344221115112305,
+                    4.845076084136963,
+                    0.5502208471298218,
+                    -4.155119895935059,
+                    2.828845739364624,
+                    10.761252403259277,
+                    -1.6185485124588013,
+                    2.409069538116455,
+                    7.697107315063477,
+                    8.445408821105957,
+                    1.3783663511276245,
+                    2.0059807300567627,
+                    7.356954574584961,
+                    6.997552871704102,
+                    -2.9658119678497314,
+                    6.645395278930664,
+                    6.3547210693359375,
+                    6.945919513702393,
+                    -1.627782940864563,
+                    9.679655075073242,
+                    6.671004295349121,
+                    7.258305549621582,
+                    4.964713096618652,
+                    7.024662017822266,
+                    7.405595302581787,
+                    10.396926879882812,
+                    5.825431823730469,
+                    10.942770004272461,
+                    -3.6519577503204346,
+                    10.887704849243164,
+                    -1.8735628128051758,
+                    5.321141719818115,
+                    6.542881488800049,
+                    8.468877792358398,
+                    7.364691257476807,
+                    6.976491928100586,
+                    10.95433521270752,
+                    -2.6856424808502197,
+                    1.0056231021881104,
+                    1.762937068939209,
+                    1.0085933208465576,
+                    9.470072746276855,
+                    0.6760926842689514,
+                    10.345675468444824,
+                    2.316739559173584,
+                    2.912243127822876,
+                    9.200601577758789,
+                    1.141264796257019,
+                    -0.2678775191307068,
+                    5.557638168334961,
+                    -2.6811320781707764,
+                    6.337548732757568,
+                    10.984707832336426,
+                    3.725064516067505,
+                    8.290990829467773,
+                    12.669785499572754,
+                    6.2387800216674805,
+                    8.397769927978516,
+                    12.669829368591309,
+                    2.8718724250793457,
+                    9.038887023925781,
+                    -1.620595097541809,
+                    6.115710258483887,
+                    8.77137565612793,
+                    8.529285430908203,
+                    8.828253746032715,
+                    -0.41212397813796997,
+                    7.424262523651123,
+                    7.960896015167236,
+                    8.133879661560059,
+                    2.1260650157928467,
+                    7.421261310577393,
+                    4.589494705200195,
+                    6.94594144821167,
+                    -1.9682062864303589,
+                    10.342230796813965,
+                    10.607640266418457,
+                    2.300664186477661,
+                    3.3788607120513916,
+                    5.692849159240723,
+                    8.770729064941406,
+                    -3.9737117290496826,
+                    2.324803352355957,
+                    8.77044677734375,
+                    6.983893871307373,
+                    6.660764694213867,
+                    7.24354887008667,
+                    4.926337242126465,
+                    3.103992462158203
+                  ],
+                  "type": "scatter3d"
+                },
+                {
+                  "hovertemplate": "Dominant_Topic=Topic 3<br>0=%{x}<br>1=%{y}<br>2=%{z}",
+                  "showlegend": true,
+                  "legendgroup": "Dominant_Topic=Topic 3",
+                  "name": "Dominant_Topic=Topic 3",
+                  "scene": "scene",
+                  "y": [
+                    6.008767604827881,
+                    11.917278289794922,
+                    6.450388431549072,
+                    6.926000118255615,
+                    6.289341926574707,
+                    8.560750961303711,
+                    10.073214530944824,
+                    11.261116027832031,
+                    10.920854568481445,
+                    10.4088134765625,
+                    11.53973388671875,
+                    -6.3690505027771,
+                    11.298784255981445,
+                    9.26341724395752,
+                    8.02541732788086,
+                    -5.3535847663879395,
+                    -6.4288330078125,
+                    10.209124565124512,
+                    5.314403533935547,
+                    8.75598430633545,
+                    7.868958473205566,
+                    9.39208984375,
+                    9.77348518371582,
+                    5.141706466674805,
+                    9.624744415283203,
+                    9.931181907653809,
+                    11.842582702636719,
+                    10.164289474487305,
+                    9.350129127502441,
+                    9.05660343170166,
+                    11.568628311157227,
+                    -6.55482292175293,
+                    -6.409642219543457,
+                    11.4131498336792,
+                    10.665776252746582,
+                    8.017780303955078,
+                    -6.653383255004883,
+                    10.74891471862793,
+                    11.033449172973633,
+                    10.53691291809082,
+                    8.340717315673828,
+                    11.415642738342285,
+                    10.225553512573242,
+                    9.714183807373047,
+                    8.54741096496582,
+                    -5.5740647315979,
+                    11.629408836364746,
+                    10.92938232421875,
+                    8.315319061279297,
+                    10.832318305969238,
+                    10.280227661132812,
+                    10.63483715057373,
+                    10.513654708862305,
+                    11.440350532531738,
+                    -6.223934650421143,
+                    8.42694091796875,
+                    11.91189193725586,
+                    10.158048629760742,
+                    8.790985107421875,
+                    -6.525151252746582,
+                    7.671194076538086,
+                    8.595170974731445,
+                    11.551204681396484,
+                    11.598661422729492,
+                    8.767753601074219,
+                    8.917595863342285,
+                    11.651330947875977,
+                    11.520066261291504,
+                    10.12695026397705,
+                    9.875666618347168,
+                    9.277520179748535,
+                    10.5537691116333,
+                    9.105364799499512,
+                    7.827974796295166,
+                    8.645140647888184,
+                    7.139874458312988,
+                    11.163177490234375,
+                    9.161416053771973,
+                    9.299068450927734,
+                    10.268099784851074,
+                    6.758927822113037,
+                    7.338631629943848,
+                    9.732832908630371,
+                    10.065598487854004,
+                    11.160318374633789,
+                    10.819921493530273,
+                    6.774186611175537,
+                    11.869461059570312,
+                    10.744978904724121,
+                    5.094717979431152,
+                    9.341403007507324,
+                    8.158247947692871,
+                    7.888888835906982,
+                    8.378146171569824,
+                    -6.754744529724121,
+                    -6.800960540771484,
+                    10.109713554382324,
+                    8.825704574584961,
+                    10.723709106445312,
+                    12.086037635803223,
+                    8.347618103027344,
+                    9.65743350982666,
+                    -6.128290176391602,
+                    5.181214809417725,
+                    10.972081184387207,
+                    8.703518867492676,
+                    10.07766056060791,
+                    9.243167877197266,
+                    7.921475887298584,
+                    11.807514190673828,
+                    9.203633308410645,
+                    -6.128615856170654,
+                    11.336105346679688,
+                    10.162121772766113,
+                    8.308917045593262,
+                    11.15987777709961,
+                    10.158307075500488,
+                    7.733555793762207,
+                    10.202940940856934,
+                    11.449048042297363,
+                    11.960409164428711,
+                    9.087095260620117,
+                    -6.2883687019348145,
+                    11.646134376525879,
+                    10.519686698913574,
+                    8.241053581237793,
+                    11.595703125,
+                    10.11941909790039,
+                    9.731989860534668,
+                    7.2806549072265625,
+                    6.055694580078125,
+                    8.147161483764648,
+                    11.805498123168945,
+                    7.840851306915283,
+                    9.010945320129395,
+                    11.056442260742188,
+                    9.24459457397461,
+                    12.016393661499023,
+                    8.452997207641602
+                  ],
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "mode": "markers",
+                  "marker": {
+                    "color": "#ab63fa",
+                    "opacity": 0.7,
+                    "symbol": "circle"
+                  },
+                  "x": [
+                    -4.587766647338867,
+                    -9.396677017211914,
+                    -8.108192443847656,
+                    -7.96483850479126,
+                    -8.92051887512207,
+                    -8.146102905273438,
+                    -2.4850261211395264,
+                    -8.953971862792969,
+                    -6.163597583770752,
+                    -8.026777267456055,
+                    -10.036551475524902,
+                    5.65316104888916,
+                    -7.089688777923584,
+                    -7.773583889007568,
+                    -8.137612342834473,
+                    7.269197940826416,
+                    5.648162364959717,
+                    -1.8204030990600586,
+                    -3.392869234085083,
+                    -3.334242343902588,
+                    -6.2734761238098145,
+                    -7.672241687774658,
+                    -4.6007585525512695,
+                    -6.836556911468506,
+                    -1.994957447052002,
+                    -4.389632225036621,
+                    -10.06650161743164,
+                    -3.244786024093628,
+                    -8.606729507446289,
+                    -7.297788619995117,
+                    -9.983890533447266,
+                    5.5989484786987305,
+                    6.012876033782959,
+                    -9.318669319152832,
+                    -5.223183631896973,
+                    -1.1838418245315552,
+                    5.572573661804199,
+                    -5.3690104484558105,
+                    -9.712583541870117,
+                    -5.013570785522461,
+                    -6.707099437713623,
+                    -9.399011611938477,
+                    -3.675349712371826,
+                    -4.589323043823242,
+                    -3.197967767715454,
+                    7.078281402587891,
+                    -9.480172157287598,
+                    -6.234033584594727,
+                    -5.000112056732178,
+                    -8.318731307983398,
+                    -4.21071195602417,
+                    -5.029570579528809,
+                    -4.8565497398376465,
+                    -8.366124153137207,
+                    5.619945526123047,
+                    -8.245251655578613,
+                    -9.84970760345459,
+                    -7.250147342681885,
+                    -7.761618614196777,
+                    5.626148700714111,
+                    -6.4991559982299805,
+                    -3.3866500854492188,
+                    -9.481075286865234,
+                    -7.565962314605713,
+                    -7.0567803382873535,
+                    -7.31330680847168,
+                    -9.669180870056152,
+                    -9.626030921936035,
+                    -2.1421010494232178,
+                    -4.900909900665283,
+                    -7.645026683807373,
+                    -4.991934299468994,
+                    -7.423114776611328,
+                    -6.033771991729736,
+                    -7.012484550476074,
+                    -1.1238564252853394,
+                    -8.801837921142578,
+                    -3.6375176906585693,
+                    -3.6255602836608887,
+                    -8.201844215393066,
+                    -3.8143842220306396,
+                    -1.9822322130203247,
+                    -6.249452114105225,
+                    -7.868195533752441,
+                    -8.792265892028809,
+                    -8.30465316772461,
+                    -7.934676647186279,
+                    -9.841388702392578,
+                    -9.523598670959473,
+                    -6.911177158355713,
+                    -7.714823246002197,
+                    -1.141294002532959,
+                    -6.285341262817383,
+                    -8.224363327026367,
+                    5.665600776672363,
+                    5.556366443634033,
+                    -4.406745433807373,
+                    -7.24278450012207,
+                    -5.280751705169678,
+                    -9.816762924194336,
+                    -6.741730690002441,
+                    -3.7904207706451416,
+                    6.0386576652526855,
+                    -6.831153869628906,
+                    -6.364618301391602,
+                    -7.118622303009033,
+                    -3.2217447757720947,
+                    -7.607378005981445,
+                    -8.069018363952637,
+                    -9.341931343078613,
+                    -7.609137058258057,
+                    3.732539176940918,
+                    -9.078180313110352,
+                    -7.254886150360107,
+                    -5.3130645751953125,
+                    -8.793814659118652,
+                    -7.248284816741943,
+                    -6.231448650360107,
+                    -3.9769794940948486,
+                    -8.336015701293945,
+                    -10.093538284301758,
+                    -7.4956207275390625,
+                    5.60312557220459,
+                    -10.038368225097656,
+                    -7.838123321533203,
+                    -6.589437007904053,
+                    -7.504143238067627,
+                    -8.10136604309082,
+                    -6.246973037719727,
+                    -2.354736566543579,
+                    -4.202754020690918,
+                    -1.2691309452056885,
+                    -9.341570854187012,
+                    -8.114169120788574,
+                    -7.493973731994629,
+                    -6.198458194732666,
+                    -7.651123523712158,
+                    -9.520598411560059,
+                    -5.06498908996582
+                  ],
+                  "z": [
+                    2.6942977905273438,
+                    1.0377497673034668,
+                    0.8172392845153809,
+                    0.5559206008911133,
+                    1.115695834159851,
+                    -0.03952707350254059,
+                    1.2344212532043457,
+                    0.6817474961280823,
+                    0.0030658647883683443,
+                    -1.171251893043518,
+                    1.2679829597473145,
+                    2.78867506980896,
+                    -0.2468714863061905,
+                    -1.262664794921875,
+                    0.2165345400571823,
+                    1.3677301406860352,
+                    2.6699016094207764,
+                    1.3336801528930664,
+                    1.631797194480896,
+                    0.5425270199775696,
+                    -5.0460710525512695,
+                    -2.696237325668335,
+                    -2.045781373977661,
+                    -1.304282307624817,
+                    1.1596907377243042,
+                    -0.9522325992584229,
+                    1.4599231481552124,
+                    1.1704493761062622,
+                    0.4374038875102997,
+                    -3.52266001701355,
+                    0.9995434880256653,
+                    2.5136704444885254,
+                    1.939632534980774,
+                    0.3072001338005066,
+                    0.8494616150856018,
+                    -1.1421698331832886,
+                    2.3652141094207764,
+                    0.9807437658309937,
+                    1.1499054431915283,
+                    0.6104476451873779,
+                    -4.523981094360352,
+                    1.212567687034607,
+                    1.1127501726150513,
+                    -2.0869781970977783,
+                    0.4921557903289795,
+                    1.3751977682113647,
+                    1.4784163236618042,
+                    1.0375558137893677,
+                    -3.9460127353668213,
+                    0.16787202656269073,
+                    0.9914725422859192,
+                    0.961077868938446,
+                    0.8417032361030579,
+                    1.1996684074401855,
+                    3.1544108390808105,
+                    0.19368652999401093,
+                    1.5430630445480347,
+                    -0.5343848466873169,
+                    -1.0433790683746338,
+                    2.509176254272461,
+                    -3.6389777660369873,
+                    0.46361106634140015,
+                    1.4489548206329346,
+                    -0.289328932762146,
+                    -3.969249725341797,
+                    -3.800766944885254,
+                    0.607326865196228,
+                    1.4965989589691162,
+                    1.2526214122772217,
+                    -1.6801944971084595,
+                    -3.1430320739746094,
+                    0.8234795331954956,
+                    -3.2551095485687256,
+                    -5.041479110717773,
+                    -4.08875036239624,
+                    -2.481555938720703,
+                    0.5711416006088257,
+                    0.6292800307273865,
+                    1.8602253198623657,
+                    -1.3533334732055664,
+                    2.6225852966308594,
+                    -2.9181342124938965,
+                    -0.8591957688331604,
+                    -1.28269624710083,
+                    0.5657196640968323,
+                    0.15602245926856995,
+                    0.6198409199714661,
+                    0.8960171341896057,
+                    1.0755712985992432,
+                    -1.3143848180770874,
+                    -3.0985491275787354,
+                    -0.8954681158065796,
+                    -5.0173821449279785,
+                    0.18392452597618103,
+                    1.9487855434417725,
+                    1.6409913301467896,
+                    -0.4043935239315033,
+                    -4.028177738189697,
+                    0.9775936603546143,
+                    1.157893180847168,
+                    -4.5960893630981445,
+                    1.6006791591644287,
+                    2.462540626525879,
+                    -1.3881194591522217,
+                    1.091137170791626,
+                    -4.185579299926758,
+                    1.1631629467010498,
+                    -3.3102705478668213,
+                    0.19569508731365204,
+                    0.9687861204147339,
+                    -3.387805938720703,
+                    -3.0501532554626465,
+                    0.7851496934890747,
+                    -0.5322110056877136,
+                    -4.045925617218018,
+                    0.5665538311004639,
+                    -0.5338267087936401,
+                    -5.260075569152832,
+                    1.0379866361618042,
+                    1.2308334112167358,
+                    1.4024760723114014,
+                    -3.572606325149536,
+                    3.076082229614258,
+                    1.0346672534942627,
+                    -0.20047441124916077,
+                    -4.615255832672119,
+                    -0.31848812103271484,
+                    -1.5747030973434448,
+                    -0.8610705733299255,
+                    -3.272325038909912,
+                    2.7500228881835938,
+                    -0.9696059823036194,
+                    0.9661428928375244,
+                    0.2733951807022095,
+                    -3.3137388229370117,
+                    -0.34486961364746094,
+                    -3.3338310718536377,
+                    1.2987961769104004,
+                    -3.804863452911377
+                  ],
+                  "type": "scatter3d"
+                },
+                {
+                  "hovertemplate": "Dominant_Topic=Topic 4<br>0=%{x}<br>1=%{y}<br>2=%{z}",
+                  "showlegend": true,
+                  "legendgroup": "Dominant_Topic=Topic 4",
+                  "name": "Dominant_Topic=Topic 4",
+                  "scene": "scene",
+                  "y": [
+                    -6.071606636047363,
+                    1.401357889175415,
+                    5.898947715759277,
+                    5.849190711975098,
+                    -2.5958728790283203,
+                    -7.828892707824707,
+                    1.0187311172485352,
+                    4.972972869873047,
+                    0.7781368494033813,
+                    -4.392882823944092,
+                    0.6708770990371704,
+                    -5.4186248779296875,
+                    5.022832870483398,
+                    -0.1653873324394226,
+                    2.124833583831787,
+                    1.5491514205932617,
+                    -6.8587327003479,
+                    -5.193793296813965,
+                    2.1446053981781006,
+                    -2.7164618968963623,
+                    -7.369263172149658,
+                    -5.584724426269531,
+                    -5.723509311676025,
+                    -5.757503509521484,
+                    -2.1086161136627197,
+                    -0.8570528030395508,
+                    -2.9060685634613037,
+                    0.970962405204773,
+                    -7.821597576141357,
+                    -7.5585832595825195,
+                    3.0470707416534424,
+                    -5.028545379638672,
+                    -7.507384300231934,
+                    -3.8960013389587402,
+                    -6.834227561950684,
+                    -3.1449100971221924,
+                    0.3415597677230835,
+                    -5.195375919342041,
+                    -3.2205183506011963,
+                    -5.864113807678223,
+                    -2.633901357650757,
+                    -2.278933048248291,
+                    -6.931227207183838,
+                    2.1358940601348877,
+                    -6.070683002471924,
+                    2.186572790145874,
+                    -5.030484676361084,
+                    2.197345495223999,
+                    -7.1646599769592285,
+                    -0.8545822501182556,
+                    2.355489730834961,
+                    3.124384880065918,
+                    -2.844658136367798,
+                    5.092371940612793,
+                    0.5056561231613159,
+                    -1.7947883605957031,
+                    -6.21515417098999,
+                    0.9713303446769714,
+                    0.9340984225273132,
+                    -5.720623970031738,
+                    -4.5821309089660645,
+                    -5.590975761413574,
+                    2.8778939247131348,
+                    -1.18522047996521,
+                    -7.3541483879089355,
+                    -4.778873443603516,
+                    -5.654862403869629,
+                    -5.839632511138916,
+                    -4.764888286590576,
+                    -0.14246729016304016,
+                    -5.314829349517822,
+                    0.8919858932495117,
+                    2.5077807903289795,
+                    5.747104644775391,
+                    -8.023880004882812,
+                    -5.61793327331543,
+                    4.146553993225098,
+                    -4.378360748291016,
+                    -7.669914245605469,
+                    -3.4955902099609375,
+                    -5.903852939605713,
+                    2.831315040588379,
+                    0.863471508026123,
+                    5.442622184753418,
+                    -2.730618476867676,
+                    -4.3569207191467285,
+                    -0.576200544834137,
+                    -3.992827892303467,
+                    -7.727400302886963,
+                    0.36453163623809814,
+                    1.1452592611312866,
+                    -2.335695266723633,
+                    1.0915911197662354,
+                    0.5890882015228271,
+                    -5.58621072769165,
+                    -5.790203094482422,
+                    -5.770488262176514,
+                    -2.344247341156006,
+                    -4.55132532119751,
+                    -0.2529362142086029,
+                    1.2772480249404907,
+                    3.92608904838562,
+                    -4.26770544052124,
+                    -2.145080327987671,
+                    -8.114397048950195,
+                    -6.069690227508545,
+                    -7.238351345062256,
+                    -0.0005485013825818896,
+                    -7.010998725891113,
+                    5.098325729370117,
+                    1.1605979204177856,
+                    -4.836550235748291,
+                    -4.2177019119262695,
+                    -2.533156633377075,
+                    0.8338998556137085,
+                    -5.836912155151367,
+                    1.1040879487991333,
+                    1.2358043193817139,
+                    -2.8706064224243164,
+                    -5.786635398864746,
+                    2.232710123062134,
+                    -2.175468683242798,
+                    -5.691901683807373,
+                    1.611864686012268,
+                    0.709669828414917,
+                    1.9608203172683716,
+                    4.9541730880737305,
+                    -2.7813611030578613,
+                    2.8770055770874023,
+                    2.4640302658081055,
+                    -6.548416614532471,
+                    2.564161777496338,
+                    -5.197566032409668,
+                    -3.850414514541626,
+                    2.131685733795166,
+                    -7.394726276397705,
+                    -4.198235988616943,
+                    1.031998872756958,
+                    2.0653679370880127,
+                    -3.1939945220947266,
+                    1.6972153186798096,
+                    -7.848442077636719,
+                    -6.290923595428467,
+                    0.973434329032898,
+                    2.55318546295166,
+                    -3.430600881576538,
+                    -6.088851451873779,
+                    -6.548141956329346,
+                    -7.964238166809082,
+                    0.7897396683692932,
+                    -8.325608253479004,
+                    1.0719571113586426,
+                    -0.7324086427688599,
+                    -5.196066379547119,
+                    4.114058971405029,
+                    1.0797381401062012,
+                    1.0163174867630005,
+                    -6.682871341705322,
+                    -3.440096855163574,
+                    -3.0578982830047607,
+                    5.212983131408691,
+                    3.95261287689209,
+                    2.6937010288238525,
+                    -4.635089874267578,
+                    -7.05810546875,
+                    2.3527603149414062,
+                    -0.25726959109306335,
+                    2.187889575958252,
+                    -4.100977420806885,
+                    -3.873718023300171,
+                    -5.84706974029541,
+                    -0.9884918928146362,
+                    -7.341245174407959,
+                    -7.8181986808776855,
+                    -4.833110332489014,
+                    -1.0838704109191895,
+                    -5.033321380615234,
+                    2.364699125289917,
+                    2.418470859527588,
+                    -6.6120405197143555,
+                    1.0756467580795288,
+                    2.09853196144104,
+                    -7.168651580810547,
+                    -8.040593147277832,
+                    -3.1947500705718994,
+                    0.8472082614898682,
+                    0.7270042896270752,
+                    0.5406637787818909,
+                    -4.911299705505371,
+                    2.1304891109466553,
+                    5.728253364562988,
+                    1.741153597831726,
+                    -3.8667995929718018,
+                    -5.984241962432861,
+                    -5.847525596618652,
+                    2.763313055038452,
+                    -6.66654634475708,
+                    0.9143350124359131,
+                    -5.187180519104004,
+                    0.9894624352455139,
+                    -5.759769439697266,
+                    -2.2392959594726562,
+                    5.430511951446533,
+                    -5.680849552154541,
+                    -8.130134582519531,
+                    -5.756889343261719,
+                    -3.4368174076080322,
+                    -5.133642196655273,
+                    -5.7641825675964355,
+                    -3.438478469848633,
+                    -6.140925884246826,
+                    -5.783359527587891,
+                    -8.32055377960205,
+                    -4.381443977355957,
+                    -4.834843635559082,
+                    2.7423064708709717,
+                    -2.743601083755493,
+                    -6.0706353187561035,
+                    -7.123063087463379,
+                    -4.855417251586914,
+                    3.8591108322143555,
+                    -7.005795955657959,
+                    -8.229113578796387
+                  ],
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "mode": "markers",
+                  "marker": {
+                    "color": "#FFA15A",
+                    "opacity": 0.7,
+                    "symbol": "circle"
+                  },
+                  "x": [
+                    -1.3701810836791992,
+                    -7.617319107055664,
+                    -4.357903957366943,
+                    -7.739718914031982,
+                    -4.504122734069824,
+                    -13.650049209594727,
+                    -7.367645740509033,
+                    -7.600283145904541,
+                    -8.189477920532227,
+                    -9.03403377532959,
+                    -8.16067886352539,
+                    -10.31457233428955,
+                    -6.58879280090332,
+                    -8.790830612182617,
+                    -6.648097991943359,
+                    -7.400576114654541,
+                    -12.648568153381348,
+                    -8.871949195861816,
+                    -6.597644329071045,
+                    -9.872652053833008,
+                    -13.032196998596191,
+                    -10.746192932128906,
+                    -11.053606986999512,
+                    -2.6013245582580566,
+                    -9.8052978515625,
+                    -7.275606155395508,
+                    -5.649023532867432,
+                    -8.048131942749023,
+                    -13.282407760620117,
+                    -13.450089454650879,
+                    -4.98770809173584,
+                    -9.521116256713867,
+                    -13.67598819732666,
+                    -10.855460166931152,
+                    -9.513588905334473,
+                    -8.722573280334473,
+                    -8.44426155090332,
+                    -9.773736000061035,
+                    -10.491998672485352,
+                    -11.320596694946289,
+                    -4.739925861358643,
+                    -9.895997047424316,
+                    -9.717628479003906,
+                    -4.248871803283691,
+                    -11.68474292755127,
+                    -4.538839340209961,
+                    -9.525321960449219,
+                    -6.4433135986328125,
+                    -12.933785438537598,
+                    -3.2794463634490967,
+                    -4.709289073944092,
+                    -4.574557781219482,
+                    -5.472368240356445,
+                    -7.628293514251709,
+                    -8.265690803527832,
+                    -4.102863311767578,
+                    -11.873306274414062,
+                    -8.057440757751465,
+                    -7.765010833740234,
+                    -2.5587844848632812,
+                    -1.8540921211242676,
+                    -10.762451171875,
+                    -4.69534969329834,
+                    -3.373535633087158,
+                    -13.553145408630371,
+                    -9.278267860412598,
+                    -10.936814308166504,
+                    -11.325478553771973,
+                    -9.268336296081543,
+                    -8.821651458740234,
+                    -10.037482261657715,
+                    -8.223034858703613,
+                    -4.6294145584106445,
+                    -7.77821159362793,
+                    -14.035411834716797,
+                    -9.24109935760498,
+                    -5.067386627197266,
+                    -9.032715797424316,
+                    -13.11492919921875,
+                    -10.569192886352539,
+                    -11.445009231567383,
+                    -5.335042476654053,
+                    -7.92094087600708,
+                    -7.637786388397217,
+                    -5.150529861450195,
+                    -1.7893428802490234,
+                    -8.392709732055664,
+                    -10.918272972106934,
+                    -13.953357696533203,
+                    -8.306573867797852,
+                    -7.980172157287598,
+                    -9.921188354492188,
+                    -7.870840072631836,
+                    -8.445858001708984,
+                    -10.757532119750977,
+                    -11.20375919342041,
+                    -9.393991470336914,
+                    -9.927067756652832,
+                    -11.162343978881836,
+                    -8.885481834411621,
+                    -7.820388317108154,
+                    -5.595799922943115,
+                    -1.8016326427459717,
+                    -9.67346477508545,
+                    -13.374540328979492,
+                    -11.685783386230469,
+                    -13.251459121704102,
+                    -8.776627540588379,
+                    -12.821443557739258,
+                    -6.8672380447387695,
+                    -7.557442665100098,
+                    -11.437626838684082,
+                    -7.261577606201172,
+                    -4.559615612030029,
+                    -7.96628999710083,
+                    -1.9350565671920776,
+                    -7.159169673919678,
+                    -6.55112886428833,
+                    -9.902170181274414,
+                    -11.194003105163574,
+                    -6.4100775718688965,
+                    -9.826356887817383,
+                    -2.857811212539673,
+                    -5.0618577003479,
+                    -8.131704330444336,
+                    -7.608196258544922,
+                    -7.517548084259033,
+                    -9.734293937683105,
+                    -5.256678581237793,
+                    -5.983100414276123,
+                    -12.26356315612793,
+                    -5.746590614318848,
+                    -9.782747268676758,
+                    -8.798480987548828,
+                    -4.742132186889648,
+                    -13.20771598815918,
+                    -7.2577924728393555,
+                    -7.527723789215088,
+                    -6.646272659301758,
+                    -10.463540077209473,
+                    -4.773765563964844,
+                    -13.683629989624023,
+                    -11.954787254333496,
+                    -7.241000175476074,
+                    -5.802192211151123,
+                    -8.659486770629883,
+                    -12.925819396972656,
+                    -12.26131534576416,
+                    -13.807026863098145,
+                    -8.319202423095703,
+                    -13.728191375732422,
+                    -4.873146057128906,
+                    -7.4036149978637695,
+                    -9.777303695678711,
+                    -4.745284557342529,
+                    -8.062438011169434,
+                    -7.265244483947754,
+                    -9.47213077545166,
+                    -8.660848617553711,
+                    -5.862987995147705,
+                    -7.5369439125061035,
+                    -7.643502712249756,
+                    -5.298769950866699,
+                    -7.992568016052246,
+                    -12.857024192810059,
+                    -6.102329730987549,
+                    -8.856914520263672,
+                    -3.698996067047119,
+                    -7.326562881469727,
+                    -8.806447982788086,
+                    -11.327489852905273,
+                    -8.027017593383789,
+                    -13.155352592468262,
+                    -14.041378021240234,
+                    0.21553771197795868,
+                    -3.3148953914642334,
+                    -9.525369644165039,
+                    -4.584224700927734,
+                    -4.643523693084717,
+                    -12.332653999328613,
+                    -7.458972454071045,
+                    -6.631651401519775,
+                    -12.937150001525879,
+                    -13.427024841308594,
+                    -10.472277641296387,
+                    -7.938898086547852,
+                    -8.077173233032227,
+                    -8.242087364196777,
+                    -11.299423217773438,
+                    -7.737955570220947,
+                    -4.75901985168457,
+                    -4.899421691894531,
+                    -8.802800178527832,
+                    -11.565351486206055,
+                    -11.327906608581543,
+                    -4.8880228996276855,
+                    -12.399471282958984,
+                    -7.793229579925537,
+                    -9.159722328186035,
+                    -7.740940093994141,
+                    -2.6524999141693115,
+                    -9.862488746643066,
+                    -7.635049343109131,
+                    -9.252899169921875,
+                    -13.999748229980469,
+                    -2.3449153900146484,
+                    -8.660867691040039,
+                    -8.83621597290039,
+                    -2.4829912185668945,
+                    -8.663690567016602,
+                    -1.1976481676101685,
+                    -2.530172824859619,
+                    -13.756771087646484,
+                    -7.497959613800049,
+                    -11.432727813720703,
+                    -3.2889456748962402,
+                    -5.237927436828613,
+                    -11.684706687927246,
+                    -12.905235290527344,
+                    0.3958384394645691,
+                    -5.199071884155273,
+                    -9.99421215057373,
+                    -13.594295501708984
+                  ],
+                  "z": [
+                    -0.4777602255344391,
+                    5.707637786865234,
+                    2.9630417823791504,
+                    0.9007206559181213,
+                    5.71491813659668,
+                    10.426092147827148,
+                    -0.6048240661621094,
+                    1.2598931789398193,
+                    5.678791046142578,
+                    5.3604278564453125,
+                    1.220111608505249,
+                    6.474859714508057,
+                    2.0312650203704834,
+                    5.9835638999938965,
+                    5.785152435302734,
+                    5.708835124969482,
+                    8.945245742797852,
+                    3.7479515075683594,
+                    5.77567720413208,
+                    4.013669013977051,
+                    9.680598258972168,
+                    6.874441623687744,
+                    7.205873012542725,
+                    -0.005397099070250988,
+                    6.7665605545043945,
+                    5.503626823425293,
+                    5.687474727630615,
+                    5.6872406005859375,
+                    9.553071022033691,
+                    10.165194511413574,
+                    6.089369773864746,
+                    5.866951942443848,
+                    9.62354850769043,
+                    7.764584541320801,
+                    6.984760284423828,
+                    3.976818799972534,
+                    5.731404781341553,
+                    6.0489301681518555,
+                    4.195966720581055,
+                    7.521050930023193,
+                    5.699735164642334,
+                    6.851812839508057,
+                    7.1714372634887695,
+                    1.9774293899536133,
+                    7.919101715087891,
+                    2.4422340393066406,
+                    5.871624946594238,
+                    5.738735198974609,
+                    9.239606857299805,
+                    5.271602630615234,
+                    3.8560452461242676,
+                    5.785273551940918,
+                    5.687955379486084,
+                    0.8800841569900513,
+                    1.3015297651290894,
+                    5.521292209625244,
+                    8.114335060119629,
+                    5.585608959197998,
+                    0.6657354831695557,
+                    -0.009351535700261593,
+                    0.2717103362083435,
+                    6.892686367034912,
+                    5.427504062652588,
+                    5.361150741577148,
+                    9.803807258605957,
+                    5.659391403198242,
+                    7.069247245788574,
+                    7.53447151184082,
+                    5.65208625793457,
+                    6.01632833480835,
+                    6.2403974533081055,
+                    5.817348003387451,
+                    4.335282325744629,
+                    1.0429800748825073,
+                    9.94526195526123,
+                    4.5210065841674805,
+                    5.125478744506836,
+                    5.356189250946045,
+                    9.81908130645752,
+                    7.500581741333008,
+                    7.685651779174805,
+                    5.933167934417725,
+                    3.182175636291504,
+                    1.1615869998931885,
+                    5.684886932373047,
+                    0.28893935680389404,
+                    4.616180419921875,
+                    7.8133015632629395,
+                    10.240072250366211,
+                    5.1662702560424805,
+                    5.76289176940918,
+                    6.874633312225342,
+                    5.59456729888916,
+                    5.859158039093018,
+                    6.885420799255371,
+                    7.371055603027344,
+                    4.7315449714660645,
+                    6.881059169769287,
+                    7.9088006019592285,
+                    6.060513019561768,
+                    5.750667572021484,
+                    4.967202186584473,
+                    0.4053571820259094,
+                    6.4743475914001465,
+                    9.86960506439209,
+                    7.917948246002197,
+                    9.646886825561523,
+                    5.998210906982422,
+                    9.151484489440918,
+                    1.8124562501907349,
+                    -0.12483403086662292,
+                    5.374857425689697,
+                    5.958864688873291,
+                    5.6324896812438965,
+                    1.8441133499145508,
+                    -0.2343401163816452,
+                    -0.7852137088775635,
+                    0.1406649947166443,
+                    4.276899337768555,
+                    7.358572959899902,
+                    5.755969524383545,
+                    6.774377822875977,
+                    0.018664119765162468,
+                    1.076626181602478,
+                    5.555749893188477,
+                    0.05071202293038368,
+                    1.3783783912658691,
+                    4.380901336669922,
+                    5.963805675506592,
+                    5.773224830627441,
+                    8.533934593200684,
+                    5.754404067993164,
+                    6.0534186363220215,
+                    4.985436916351318,
+                    5.992695331573486,
+                    9.30456829071045,
+                    5.9430460929870605,
+                    -0.13615289330482483,
+                    5.730916500091553,
+                    4.190243244171143,
+                    5.897830963134766,
+                    9.592571258544922,
+                    8.200239181518555,
+                    -1.089797854423523,
+                    5.7792582511901855,
+                    4.680164813995361,
+                    8.323741912841797,
+                    8.53315544128418,
+                    10.419716835021973,
+                    5.844794273376465,
+                    10.077014923095703,
+                    5.833649158477783,
+                    5.508872985839844,
+                    6.050766944885254,
+                    2.4254064559936523,
+                    1.1924941539764404,
+                    -0.8530970811843872,
+                    6.866708755493164,
+                    4.689970016479492,
+                    5.708244323730469,
+                    1.273470163345337,
+                    1.016109824180603,
+                    5.700217247009277,
+                    6.103358745574951,
+                    9.171135902404785,
+                    5.701508045196533,
+                    6.033415794372559,
+                    1.6532340049743652,
+                    5.826361179351807,
+                    5.001322269439697,
+                    7.528404712677002,
+                    5.592254161834717,
+                    9.278629302978516,
+                    10.16409969329834,
+                    -2.506364107131958,
+                    5.335336685180664,
+                    5.868634223937988,
+                    3.6895298957824707,
+                    4.036494731903076,
+                    8.611655235290527,
+                    -0.21284645795822144,
+                    5.752954959869385,
+                    9.243268013000488,
+                    10.324225425720215,
+                    4.188192844390869,
+                    2.5880472660064697,
+                    5.491945743560791,
+                    1.283861517906189,
+                    5.485549449920654,
+                    0.4156278669834137,
+                    2.76751446723938,
+                    1.1276203393936157,
+                    4.996283054351807,
+                    7.801004409790039,
+                    7.529197692871094,
+                    5.34863805770874,
+                    8.67762565612793,
+                    0.4312538504600525,
+                    4.725111961364746,
+                    0.398896187543869,
+                    0.009320403449237347,
+                    6.811234951019287,
+                    1.1674522161483765,
+                    4.479031085968018,
+                    9.952948570251465,
+                    -0.08224864304065704,
+                    4.686147689819336,
+                    3.6794533729553223,
+                    -0.04250698164105415,
+                    4.687036037445068,
+                    -0.552621066570282,
+                    -0.031994763761758804,
+                    10.069182395935059,
+                    6.025842666625977,
+                    5.371954917907715,
+                    5.313871383666992,
+                    5.679689884185791,
+                    7.919083595275879,
+                    9.222183227539062,
+                    -2.6065831184387207,
+                    5.229496002197266,
+                    7.392706871032715,
+                    10.346153259277344
+                  ],
+                  "type": "scatter3d"
+                },
+                {
+                  "hovertemplate": "Dominant_Topic=Topic 5<br>0=%{x}<br>1=%{y}<br>2=%{z}",
+                  "showlegend": true,
+                  "legendgroup": "Dominant_Topic=Topic 5",
+                  "name": "Dominant_Topic=Topic 5",
+                  "scene": "scene",
+                  "y": [
+                    -3.5089550018310547,
+                    0.5484523177146912,
+                    6.543319225311279,
+                    4.946754455566406,
+                    -0.14865218102931976,
+                    4.762963771820068,
+                    0.791956901550293,
+                    -1.2287887334823608,
+                    1.845716953277588,
+                    0.4479374587535858,
+                    2.439197063446045,
+                    1.0972058773040771,
+                    -1.2432416677474976,
+                    4.758370876312256,
+                    0.4487791061401367,
+                    2.4404141902923584,
+                    1.6130324602127075,
+                    -5.958160400390625,
+                    2.8911778926849365,
+                    -1.2407411336898804,
+                    -0.5806607604026794,
+                    1.1296502351760864,
+                    3.918715238571167,
+                    1.4379948377609253,
+                    6.689451217651367,
+                    -0.16903965175151825,
+                    -4.28769063949585,
+                    -1.3357739448547363,
+                    0.22917622327804565,
+                    3.6216928958892822,
+                    4.589448928833008,
+                    -4.476036071777344,
+                    1.8276569843292236,
+                    6.077268123626709,
+                    0.8955190181732178,
+                    5.036567687988281,
+                    4.854153633117676,
+                    8.681123733520508,
+                    0.1958421766757965,
+                    1.1383111476898193,
+                    5.690540313720703,
+                    0.5512468814849854,
+                    -1.3373188972473145,
+                    4.1530327796936035,
+                    0.6548238396644592,
+                    -0.16578377783298492,
+                    -0.4155545234680176,
+                    -0.5793622136116028,
+                    -0.15042884647846222,
+                    -5.898283004760742,
+                    0.5745519399642944,
+                    -2.9072818756103516,
+                    2.524563789367676,
+                    -5.661764144897461,
+                    2.476257562637329,
+                    -0.1884152591228485,
+                    2.655643939971924,
+                    -1.226538896560669,
+                    2.577455997467041,
+                    2.5020484924316406,
+                    -1.001272201538086,
+                    6.251216411590576,
+                    2.181100368499756,
+                    2.317763328552246,
+                    2.123387575149536,
+                    2.41469144821167,
+                    6.642744064331055,
+                    1.3368394374847412,
+                    1.221848726272583,
+                    7.307880878448486,
+                    7.227151393890381,
+                    0.5726503729820251,
+                    2.461364984512329,
+                    -0.9934538006782532,
+                    2.7756214141845703,
+                    -3.393895387649536,
+                    -1.2309057712554932,
+                    2.0512821674346924,
+                    0.37422022223472595,
+                    2.726531744003296,
+                    0.9705755114555359,
+                    -0.13740092515945435,
+                    1.2203384637832642,
+                    2.5456743240356445,
+                    2.4208524227142334,
+                    0.9311517477035522,
+                    1.083099126815796,
+                    -0.5689033269882202,
+                    2.4749155044555664,
+                    4.889718532562256,
+                    1.0089085102081299,
+                    2.242351531982422,
+                    -0.20473729074001312,
+                    6.5673089027404785,
+                    -4.012845516204834,
+                    7.513089656829834,
+                    4.459949016571045,
+                    -1.2286041975021362,
+                    2.4874107837677,
+                    1.1254328489303589,
+                    -0.14778095483779907,
+                    0.8015694618225098,
+                    -0.5812502503395081,
+                    1.1006481647491455,
+                    -0.22679255902767181,
+                    0.5382842421531677,
+                    -3.4439847469329834,
+                    -5.764045715332031,
+                    3.9370810985565186,
+                    1.1148110628128052,
+                    6.261825084686279,
+                    2.0367143154144287,
+                    -0.13768887519836426,
+                    -4.997338771820068,
+                    1.9062913656234741,
+                    -4.316781044006348,
+                    -5.764593601226807,
+                    2.609454870223999,
+                    1.9071377515792847,
+                    7.520583629608154,
+                    4.815013885498047,
+                    -1.4030057191848755,
+                    1.9067577123641968,
+                    -3.6350009441375732,
+                    -1.337715744972229,
+                    0.05254843086004257,
+                    -0.20669983327388763,
+                    2.2950634956359863,
+                    0.9726200103759766,
+                    1.3148659467697144,
+                    -0.16272327303886414,
+                    -2.2079131603240967,
+                    0.995664119720459,
+                    5.30906343460083,
+                    2.708911180496216,
+                    2.489985227584839,
+                    2.127983570098877,
+                    -2.2045769691467285,
+                    -5.001999855041504,
+                    4.561254024505615,
+                    -4.85983943939209,
+                    -0.15628136694431305,
+                    4.844468593597412,
+                    -1.3369375467300415,
+                    1.380842924118042,
+                    -0.959533154964447,
+                    2.3837969303131104,
+                    1.9718401432037354,
+                    -2.7608189582824707,
+                    -0.35901299118995667,
+                    0.8915303349494934,
+                    1.605557918548584,
+                    0.6511135697364807,
+                    0.21529416739940643,
+                    -0.43704602122306824,
+                    1.1690372228622437,
+                    -0.20214134454727173,
+                    4.859948635101318,
+                    2.5019688606262207,
+                    6.37747049331665,
+                    3.444370746612549,
+                    -0.5817887783050537,
+                    5.644819259643555,
+                    -0.2873607277870178,
+                    2.0869030952453613,
+                    2.067676305770874,
+                    -5.633361339569092,
+                    1.6906006336212158,
+                    0.8239738941192627,
+                    6.706966400146484,
+                    -0.9893884658813477,
+                    2.4457595348358154,
+                    4.765473365783691,
+                    -2.7094061374664307,
+                    -3.3314144611358643,
+                    4.825225353240967,
+                    1.1141600608825684,
+                    3.969707489013672,
+                    1.9070771932601929,
+                    4.972842693328857,
+                    0.06703075021505356,
+                    5.461350917816162,
+                    -4.8649983406066895,
+                    1.2248291969299316,
+                    -0.3806636333465576,
+                    4.944002628326416,
+                    4.657079219818115,
+                    1.521665096282959,
+                    -1.1798460483551025,
+                    1.1016802787780762,
+                    -0.40731921792030334,
+                    3.76914119720459,
+                    2.833847999572754,
+                    -0.9896969795227051,
+                    2.4748477935791016,
+                    1.6214563846588135,
+                    3.7650744915008545,
+                    5.849666595458984,
+                    5.150557994842529,
+                    -0.9787309169769287,
+                    3.7005419731140137,
+                    7.437183380126953,
+                    2.0441529750823975,
+                    0.916871964931488,
+                    1.0083529949188232,
+                    4.855112075805664,
+                    2.064347505569458,
+                    -2.742048501968384,
+                    -2.870241165161133,
+                    1.609074354171753,
+                    -0.5693875551223755,
+                    2.2032997608184814,
+                    -4.359460830688477,
+                    4.315999984741211,
+                    4.714355945587158,
+                    -0.5765815377235413,
+                    -5.2880096435546875,
+                    0.7039323449134827,
+                    3.284701108932495,
+                    -5.338305950164795,
+                    2.439634084701538,
+                    5.157947063446045,
+                    -0.1652122437953949,
+                    4.837419033050537,
+                    1.065048336982727,
+                    2.7345283031463623,
+                    4.841624736785889,
+                    4.121882915496826,
+                    4.020140171051025,
+                    4.65635871887207,
+                    2.718170642852783,
+                    2.0519216060638428,
+                    -5.222856044769287,
+                    0.5592376589775085,
+                    3.365361213684082,
+                    0.21180520951747894,
+                    2.4396207332611084,
+                    -0.168130561709404,
+                    0.6959549188613892,
+                    2.557208776473999,
+                    -4.870782852172852,
+                    -0.9614514112472534,
+                    -1.3367856740951538,
+                    4.934432029724121,
+                    2.217880964279175,
+                    3.162604808807373,
+                    -4.598219871520996,
+                    0.5065492987632751,
+                    4.897907257080078,
+                    2.606520891189575,
+                    5.1657633781433105,
+                    -0.591286301612854,
+                    -4.127558708190918,
+                    0.2627823054790497,
+                    4.68991231918335,
+                    1.1018953323364258,
+                    4.903658390045166,
+                    2.1969499588012695,
+                    4.924932479858398,
+                    -5.064455986022949,
+                    -0.18808214366436005,
+                    5.197934627532959,
+                    3.13769268989563,
+                    -5.4680938720703125,
+                    2.236219644546509,
+                    3.156296968460083,
+                    0.5617140531539917,
+                    1.7595769166946411,
+                    -3.136629819869995,
+                    0.5461055636405945,
+                    2.951237440109253,
+                    -6.052795886993408,
+                    0.07759586721658707,
+                    4.967543601989746,
+                    4.807677745819092,
+                    4.727084636688232,
+                    4.968959331512451,
+                    2.0494980812072754,
+                    1.611371397972107,
+                    0.867186963558197,
+                    1.2038224935531616,
+                    7.424896240234375,
+                    2.237819194793701,
+                    1.146499752998352,
+                    4.8438944816589355,
+                    6.744086265563965,
+                    -4.032275199890137,
+                    -0.15070293843746185,
+                    4.32798433303833,
+                    -0.9857120513916016,
+                    0.6673396825790405,
+                    -4.505259990692139,
+                    -0.20449958741664886,
+                    2.0512490272521973,
+                    6.0950798988342285,
+                    -0.15016327798366547,
+                    5.772869110107422,
+                    0.8016018867492676,
+                    -2.98636794090271,
+                    1.0190792083740234,
+                    -2.776352643966675,
+                    6.242586612701416,
+                    -1.2336827516555786,
+                    1.304807424545288,
+                    -0.26823151111602783,
+                    -5.401467323303223,
+                    -2.2168586254119873,
+                    1.790359616279602,
+                    -0.3715771734714508,
+                    7.3444647789001465,
+                    -2.6526482105255127,
+                    0.550469160079956,
+                    -0.1673431694507599,
+                    0.9677151441574097,
+                    -0.5982912182807922,
+                    2.4396321773529053,
+                    -0.9735022783279419,
+                    -0.5724453330039978,
+                    0.8013267517089844,
+                    4.2968316078186035,
+                    4.965913772583008,
+                    -4.14207649230957,
+                    -0.958854615688324,
+                    2.207848072052002,
+                    4.397021770477295,
+                    4.771520614624023,
+                    -0.5689128041267395,
+                    -2.071253538131714,
+                    -4.1096649169921875,
+                    1.3421775102615356,
+                    -5.818005084991455,
+                    -4.8636980056762695,
+                    0.5719978213310242,
+                    0.713057279586792,
+                    4.962299346923828,
+                    1.3269661664962769,
+                    5.03648567199707,
+                    0.5577100515365601,
+                    -0.5666183233261108,
+                    4.606432914733887,
+                    4.816032886505127,
+                    0.2113383263349533,
+                    7.049118518829346,
+                    4.617603778839111,
+                    -4.426548957824707,
+                    2.9179742336273193,
+                    -4.912374496459961,
+                    -1.3369027376174927,
+                    -0.42551201581954956,
+                    1.2350519895553589,
+                    -1.964391827583313,
+                    1.0746006965637207,
+                    -3.3731601238250732,
+                    0.21939529478549957,
+                    2.4294207096099854,
+                    -5.2213215827941895,
+                    4.723667144775391,
+                    1.8193031549453735,
+                    -0.9681867361068726,
+                    2.4387028217315674,
+                    0.5692779421806335,
+                    2.4118616580963135,
+                    1.9455655813217163,
+                    3.2299742698669434,
+                    2.533686399459839,
+                    2.2421963214874268,
+                    2.452453374862671,
+                    2.238967180252075,
+                    4.6855058670043945,
+                    3.7522759437561035,
+                    2.072413921356201,
+                    7.060023307800293,
+                    -0.15569409728050232,
+                    6.0184006690979,
+                    0.4454742670059204,
+                    -5.3631157875061035,
+                    5.4132795333862305,
+                    1.0967118740081787,
+                    0.7209372520446777,
+                    -5.609560966491699,
+                    -2.818324327468872,
+                    -0.5669602751731873,
+                    4.071189880371094,
+                    0.7979661822319031,
+                    -5.320361137390137,
+                    -0.11931989341974258,
+                    -0.9595849514007568,
+                    1.0911701917648315,
+                    -5.370112419128418,
+                    0.8192752599716187,
+                    -0.9681893587112427,
+                    2.1532976627349854,
+                    1.9717119932174683,
+                    -0.21604683995246887,
+                    -1.0024254322052002,
+                    2.532884359359741,
+                    4.636390686035156,
+                    5.2168498039245605,
+                    -2.352695941925049,
+                    2.6623642444610596,
+                    -0.5665827989578247,
+                    6.579907417297363,
+                    0.8218039870262146,
+                    0.7901385426521301
+                  ],
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "mode": "markers",
+                  "marker": {
+                    "color": "#19d3f3",
+                    "opacity": 0.7,
+                    "symbol": "circle"
+                  },
+                  "x": [
+                    -0.37070491909980774,
+                    -3.2688329219818115,
+                    -5.3963446617126465,
+                    2.0244855880737305,
+                    -3.171449661254883,
+                    -4.995485782623291,
+                    -2.7814929485321045,
+                    -3.5632216930389404,
+                    -3.6227340698242188,
+                    -6.170872688293457,
+                    -3.431405782699585,
+                    -4.699724197387695,
+                    -3.580552339553833,
+                    2.9181742668151855,
+                    -6.002976894378662,
+                    -3.431197166442871,
+                    -0.18654288351535797,
+                    2.232243061065674,
+                    -0.8730794191360474,
+                    -3.576061964035034,
+                    -3.1289005279541016,
+                    -6.607860088348389,
+                    -2.535661220550537,
+                    -1.7712829113006592,
+                    -0.7033602595329285,
+                    -3.169034242630005,
+                    1.5306538343429565,
+                    -3.853563070297241,
+                    -3.8648533821105957,
+                    -4.779484748840332,
+                    1.0548025369644165,
+                    4.465392589569092,
+                    1.6351096630096436,
+                    -5.417520999908447,
+                    -2.8658971786499023,
+                    2.524317502975464,
+                    -5.078507900238037,
+                    -4.319832801818848,
+                    -5.836221694946289,
+                    -2.2532975673675537,
+                    -5.162741184234619,
+                    -3.269873857498169,
+                    -3.8650848865509033,
+                    0.02673184499144554,
+                    -0.3767971694469452,
+                    -3.169635057449341,
+                    -5.7583184242248535,
+                    -3.126737356185913,
+                    -4.360965728759766,
+                    2.4114320278167725,
+                    -3.255638599395752,
+                    -1.1424705982208252,
+                    4.79952335357666,
+                    1.9512009620666504,
+                    3.050501585006714,
+                    -5.749743938446045,
+                    4.202418327331543,
+                    -4.222173690795898,
+                    4.410865783691406,
+                    -1.065466284751892,
+                    -3.3206586837768555,
+                    0.03839627280831337,
+                    2.041247606277466,
+                    3.5309033393859863,
+                    2.738636016845703,
+                    2.6516952514648438,
+                    -5.641282558441162,
+                    -1.156711220741272,
+                    -1.54481840133667,
+                    -5.79075288772583,
+                    -5.815542221069336,
+                    -3.2585606575012207,
+                    2.6834065914154053,
+                    -3.3144114017486572,
+                    -1.1068360805511475,
+                    -0.5787308812141418,
+                    -4.213079452514648,
+                    1.4495079517364502,
+                    -6.010429859161377,
+                    -1.0467300415039062,
+                    -2.3097383975982666,
+                    -4.346578598022461,
+                    -1.5500355958938599,
+                    -1.07206392288208,
+                    2.957427740097046,
+                    -4.903687953948975,
+                    -1.9848624467849731,
+                    -4.630558490753174,
+                    4.689337730407715,
+                    2.461083173751831,
+                    -4.866640567779541,
+                    2.3573226928710938,
+                    -1.7083014249801636,
+                    -5.554337501525879,
+                    0.11880902200937271,
+                    -5.985771179199219,
+                    0.3179413676261902,
+                    -4.2182936668396,
+                    2.996877431869507,
+                    -2.384289026260376,
+                    -4.364353179931641,
+                    -2.7469356060028076,
+                    -5.756377220153809,
+                    -4.723666191101074,
+                    -0.9330641031265259,
+                    -3.2678794860839844,
+                    -0.5316653251647949,
+                    2.087049722671509,
+                    -2.669721841812134,
+                    -1.881971836090088,
+                    -5.427213191986084,
+                    1.3933128118515015,
+                    -4.352901458740234,
+                    0.3257784843444824,
+                    0.9018670320510864,
+                    0.49660104513168335,
+                    2.7016491889953613,
+                    4.111870288848877,
+                    0.9052771925926208,
+                    -5.982504367828369,
+                    2.6973013877868652,
+                    4.585347652435303,
+                    0.902923583984375,
+                    2.219759464263916,
+                    -3.8703818321228027,
+                    -5.707727432250977,
+                    -1.697291612625122,
+                    4.344358444213867,
+                    -2.3048248291015625,
+                    -4.401340961456299,
+                    -4.356314659118652,
+                    -3.2347795963287354,
+                    -7.1240434646606445,
+                    -1.9094271659851074,
+                    3.79720401763916,
+                    -1.5741217136383057,
+                    2.7408363819122314,
+                    -3.245100736618042,
+                    1.2247364521026611,
+                    3.515296220779419,
+                    1.0625337362289429,
+                    -4.4429030418396,
+                    2.76873517036438,
+                    -3.8727407455444336,
+                    -3.7884011268615723,
+                    -4.54340934753418,
+                    3.521282434463501,
+                    1.1805070638656616,
+                    -0.2060965746641159,
+                    -0.5436376333236694,
+                    -6.973118782043457,
+                    -0.213592529296875,
+                    -0.07054930925369263,
+                    -3.892230749130249,
+                    -5.5641326904296875,
+                    -6.464962959289551,
+                    -1.6671361923217773,
+                    1.165081262588501,
+                    2.221290111541748,
+                    -0.6546749472618103,
+                    5.4163031578063965,
+                    -3.127923011779785,
+                    -1.0019272565841675,
+                    -0.7319225668907166,
+                    -1.303419828414917,
+                    -1.326125144958496,
+                    1.914876103401184,
+                    0.09735342860221863,
+                    -6.776612281799316,
+                    -5.643983840942383,
+                    -3.3108983039855957,
+                    -1.0963542461395264,
+                    0.828445553779602,
+                    3.2315495014190674,
+                    -0.6699680685997009,
+                    -5.069676399230957,
+                    -1.8860043287277222,
+                    -0.5457766056060791,
+                    0.9050483107566833,
+                    -1.0355507135391235,
+                    -3.0493338108062744,
+                    -0.7262943387031555,
+                    0.6440380811691284,
+                    -6.173770904541016,
+                    -0.5253303647041321,
+                    1.6563667058944702,
+                    3.341437816619873,
+                    -0.5148912072181702,
+                    4.6111602783203125,
+                    -1.9251697063446045,
+                    -0.441087931394577,
+                    -0.30054351687431335,
+                    -4.266245365142822,
+                    -3.312899112701416,
+                    4.689280986785889,
+                    -0.15587909519672394,
+                    5.4943366050720215,
+                    -1.6196130514144897,
+                    -5.105623722076416,
+                    -4.524683952331543,
+                    5.481297016143799,
+                    -6.070074081420898,
+                    -2.769761562347412,
+                    -6.7255449295043945,
+                    -7.04404878616333,
+                    1.1621079444885254,
+                    -3.144754648208618,
+                    -1.4525511264801025,
+                    -0.032160524278879166,
+                    -0.200835183262825,
+                    -5.757447242736816,
+                    1.6562385559082031,
+                    4.653427600860596,
+                    1.7922022342681885,
+                    2.116331100463867,
+                    -4.627471923828125,
+                    1.508823037147522,
+                    -5.350705623626709,
+                    -4.476149559020996,
+                    1.592674970626831,
+                    -3.4311752319335938,
+                    -1.1535975933074951,
+                    -3.1690192222595215,
+                    -1.1678611040115356,
+                    -6.843441963195801,
+                    -4.245898723602295,
+                    1.7164264917373657,
+                    0.0010989008005708456,
+                    -0.08898157626390457,
+                    0.668806254863739,
+                    2.3381221294403076,
+                    1.4539004564285278,
+                    1.4432488679885864,
+                    -1.9443027973175049,
+                    -0.5564339756965637,
+                    -3.8913612365722656,
+                    -3.431178331375122,
+                    -3.169093608856201,
+                    -6.663171768188477,
+                    4.1217780113220215,
+                    0.06225227937102318,
+                    -4.540151596069336,
+                    -3.864213705062866,
+                    1.7115107774734497,
+                    3.355614185333252,
+                    -5.822094440460205,
+                    0.787483811378479,
+                    -3.39359450340271,
+                    0.8320444226264954,
+                    2.2172679901123047,
+                    -5.162675857543945,
+                    -3.130305290222168,
+                    0.26291391253471375,
+                    -5.986927032470703,
+                    1.3502705097198486,
+                    -4.7452473640441895,
+                    1.4067968130111694,
+                    4.055295467376709,
+                    2.1203761100769043,
+                    1.208500623703003,
+                    -1.6142066717147827,
+                    -3.1566884517669678,
+                    -0.7208808064460754,
+                    1.736862301826477,
+                    2.6467444896698,
+                    5.302366256713867,
+                    -3.270663261413574,
+                    0.3548120856285095,
+                    2.6824967861175537,
+                    -3.3204188346862793,
+                    2.236607313156128,
+                    2.368657112121582,
+                    -5.817616939544678,
+                    2.019158363342285,
+                    1.940643548965454,
+                    0.6890597939491272,
+                    2.2147061824798584,
+                    -2.7359509468078613,
+                    -4.069775581359863,
+                    -5.117480278015137,
+                    -6.723112106323242,
+                    -2.531696319580078,
+                    2.2649178504943848,
+                    -2.2273175716400146,
+                    1.0916030406951904,
+                    -2.1371419429779053,
+                    4.655168533325195,
+                    -3.1717238426208496,
+                    2.938180446624756,
+                    -3.308393716812134,
+                    -6.472592830657959,
+                    0.7861093282699585,
+                    -5.801867961883545,
+                    -2.702242136001587,
+                    -2.578946113586426,
+                    -4.360274314880371,
+                    -5.212457180023193,
+                    -2.7469284534454346,
+                    3.0927441120147705,
+                    -7.024960041046143,
+                    -1.3774144649505615,
+                    -0.7158127427101135,
+                    -3.566248655319214,
+                    -5.740635395050049,
+                    -5.777310371398926,
+                    1.7066718339920044,
+                    -3.2396953105926514,
+                    -3.752532482147217,
+                    -5.747265815734863,
+                    -5.978874206542969,
+                    -1.4957648515701294,
+                    -3.2703516483306885,
+                    -3.1682348251342773,
+                    -2.319779872894287,
+                    -4.628747463226318,
+                    -3.4311788082122803,
+                    -3.3014657497406006,
+                    -3.1278200149536133,
+                    -2.7475149631500244,
+                    0.20133931934833527,
+                    -4.927865028381348,
+                    0.8815134763717651,
+                    -4.545128345489502,
+                    3.309628963470459,
+                    0.1842341125011444,
+                    0.8031052947044373,
+                    -4.627690315246582,
+                    4.0038347244262695,
+                    0.2542107105255127,
+                    -1.1384625434875488,
+                    2.115166664123535,
+                    0.717854917049408,
+                    -3.260179281234741,
+                    -6.693642616271973,
+                    -5.100831031799316,
+                    -1.1927943229675293,
+                    2.321950912475586,
+                    -3.2918570041656494,
+                    -4.629331588745117,
+                    0.6279463171958923,
+                    -6.8817057609558105,
+                    -3.899496078491211,
+                    -5.745904445648193,
+                    3.5962977409362793,
+                    0.5990667939186096,
+                    -6.1680216789245605,
+                    4.480371952056885,
+                    -3.868562936782837,
+                    -0.4640786349773407,
+                    -1.5068731307983398,
+                    4.129516124725342,
+                    -4.62164306640625,
+                    -0.6280629634857178,
+                    -3.8864212036132812,
+                    -1.1559617519378662,
+                    1.437741756439209,
+                    0.8061985969543457,
+                    0.5844904780387878,
+                    -4.533249855041504,
+                    -1.1278290748596191,
+                    -3.2662346363067627,
+                    -1.14369797706604,
+                    -3.2566816806793213,
+                    -0.6524250507354736,
+                    4.793200492858887,
+                    2.356734275817871,
+                    4.444393157958984,
+                    2.3463680744171143,
+                    2.841430902481079,
+                    5.491816520690918,
+                    -2.8424251079559326,
+                    -5.743363380432129,
+                    -4.356561183929443,
+                    -4.635774612426758,
+                    -6.060843467712402,
+                    1.2698113918304443,
+                    -5.2416672706604,
+                    -1.93868887424469,
+                    -1.1164627075195312,
+                    2.1029586791992188,
+                    -1.319050669670105,
+                    -4.628289699554443,
+                    -0.12679824233055115,
+                    -2.7584900856018066,
+                    1.5480304956436157,
+                    -4.397653102874756,
+                    -4.542132377624512,
+                    -1.9574246406555176,
+                    1.6077978610992432,
+                    -5.142321586608887,
+                    -4.528102397918701,
+                    4.1230387687683105,
+                    1.1799637079238892,
+                    -0.7592023015022278,
+                    5.423253059387207,
+                    4.7660417556762695,
+                    3.3625597953796387,
+                    -5.118302345275879,
+                    -4.027073860168457,
+                    3.7844126224517822,
+                    -4.627655029296875,
+                    -5.532456874847412,
+                    -6.6641526222229,
+                    -2.788970708847046
+                  ],
+                  "z": [
+                    -8.663113594055176,
+                    -7.452901363372803,
+                    -5.811242580413818,
+                    -6.60654878616333,
+                    -8.394427299499512,
+                    -6.615955352783203,
+                    -17.15903091430664,
+                    -10.961414337158203,
+                    -2.5945372581481934,
+                    -3.683537721633911,
+                    -5.599771499633789,
+                    -10.08835220336914,
+                    -11.034045219421387,
+                    -5.281725883483887,
+                    -3.917182445526123,
+                    -5.599156379699707,
+                    -19.508684158325195,
+                    -6.383503437042236,
+                    -9.615222930908203,
+                    -11.007597923278809,
+                    -9.37817668914795,
+                    -3.1428191661834717,
+                    -4.856026649475098,
+                    -10.150952339172363,
+                    -2.867065191268921,
+                    -8.429777145385742,
+                    -4.630553245544434,
+                    -11.744125366210938,
+                    -15.861108779907227,
+                    -5.290316581726074,
+                    -5.499599456787109,
+                    -3.9905805587768555,
+                    -2.8095569610595703,
+                    -5.837981224060059,
+                    -10.14289665222168,
+                    -4.133089542388916,
+                    -6.731313705444336,
+                    -3.401162624359131,
+                    -4.48196268081665,
+                    -14.226092338562012,
+                    -6.18388557434082,
+                    -7.450872898101807,
+                    -11.774657249450684,
+                    -8.5352783203125,
+                    -3.7335081100463867,
+                    -8.42320442199707,
+                    -5.56865119934082,
+                    -9.399219512939453,
+                    -15.09870719909668,
+                    -5.798282623291016,
+                    -16.606611251831055,
+                    -9.317185401916504,
+                    -21.89504051208496,
+                    -6.694100379943848,
+                    -21.322797775268555,
+                    -5.196463108062744,
+                    -22.03750228881836,
+                    -12.540238380432129,
+                    -22.086332321166992,
+                    -9.970337867736816,
+                    -10.231633186340332,
+                    -3.0706140995025635,
+                    -21.007787704467773,
+                    -21.852210998535156,
+                    -21.281511306762695,
+                    -21.372631072998047,
+                    -5.981438636779785,
+                    -18.772672653198242,
+                    -18.462717056274414,
+                    -5.43339729309082,
+                    -5.5604166984558105,
+                    -16.607547760009766,
+                    -21.28829002380371,
+                    -10.21694278717041,
+                    -9.343226432800293,
+                    -8.892354011535645,
+                    -12.5219144821167,
+                    -20.649658203125,
+                    -4.001999378204346,
+                    -9.568469047546387,
+                    -17.721330642700195,
+                    -15.092238426208496,
+                    -18.458402633666992,
+                    -9.859110832214355,
+                    -21.577190399169922,
+                    -4.292782306671143,
+                    -18.058324813842773,
+                    -14.1743745803833,
+                    -21.61574363708496,
+                    -6.010176181793213,
+                    -4.127090930938721,
+                    -21.15142059326172,
+                    -5.894228458404541,
+                    -5.936951160430908,
+                    -8.196866035461426,
+                    -5.355832576751709,
+                    -8.078011512756348,
+                    -12.531965255737305,
+                    -21.27772331237793,
+                    -15.153217315673828,
+                    -15.096023559570312,
+                    -17.2135066986084,
+                    -5.853236675262451,
+                    -10.136187553405762,
+                    -4.499351978302002,
+                    -7.4634575843811035,
+                    -8.862069129943848,
+                    -5.643404006958008,
+                    -4.795627593994141,
+                    -18.158132553100586,
+                    -6.062032222747803,
+                    -20.61174201965332,
+                    -15.092745780944824,
+                    -6.4207940101623535,
+                    -20.273361206054688,
+                    -7.889683246612549,
+                    -5.501680374145508,
+                    -21.4720516204834,
+                    -20.275094985961914,
+                    -5.337543487548828,
+                    -5.576319694519043,
+                    -3.522629976272583,
+                    -20.274097442626953,
+                    -2.913334846496582,
+                    -11.78633975982666,
+                    -4.855090141296387,
+                    -5.8809709548950195,
+                    -21.535316467285156,
+                    -17.727113723754883,
+                    -8.956610679626465,
+                    -15.108762741088867,
+                    -16.049880981445312,
+                    -1.2152012586593628,
+                    -4.976322174072266,
+                    -21.724225997924805,
+                    -8.847406387329102,
+                    -21.27269744873047,
+                    -16.031063079833984,
+                    -7.290857315063477,
+                    -4.4873247146606445,
+                    -7.505489349365234,
+                    -15.010964393615723,
+                    -5.661792278289795,
+                    -11.78758430480957,
+                    -8.506937026977539,
+                    -13.332112312316895,
+                    -21.86165428161621,
+                    -20.461198806762695,
+                    -7.893319129943848,
+                    -3.743596315383911,
+                    -1.7716113328933716,
+                    -19.48824119567871,
+                    -3.6740028858184814,
+                    -15.825268745422363,
+                    -5.85974645614624,
+                    -0.9331120848655701,
+                    -5.8352251052856445,
+                    -7.1787309646606445,
+                    -2.8926737308502197,
+                    -3.2460224628448486,
+                    -21.754798889160156,
+                    -9.395719528198242,
+                    -4.420779228210449,
+                    -4.114004135131836,
+                    -10.2097806930542,
+                    -10.159652709960938,
+                    -6.755434989929199,
+                    -19.714962005615234,
+                    -2.238201856613159,
+                    -5.926126956939697,
+                    -10.2149019241333,
+                    -10.009421348571777,
+                    -7.495488166809082,
+                    -3.325537919998169,
+                    -8.981019020080566,
+                    -6.740614414215088,
+                    -18.15648078918457,
+                    -8.211318969726562,
+                    -20.27492904663086,
+                    -5.7680583000183105,
+                    -6.779713153839111,
+                    -4.712094783782959,
+                    -6.96915864944458,
+                    -1.0601266622543335,
+                    -3.7010090351104736,
+                    -6.995625972747803,
+                    -4.816271781921387,
+                    -19.272977828979492,
+                    -3.5411505699157715,
+                    -18.1162166595459,
+                    -3.5103766918182373,
+                    -8.877392768859863,
+                    -5.490816116333008,
+                    -10.214690208435059,
+                    -21.617658615112305,
+                    -19.53152847290039,
+                    -21.673620223999023,
+                    -4.367945671081543,
+                    -6.50662088394165,
+                    -13.284725189208984,
+                    -21.692157745361328,
+                    -5.58195161819458,
+                    -0.6704294681549072,
+                    -2.2471365928649902,
+                    -1.313328504562378,
+                    -7.29465389251709,
+                    0.923859179019928,
+                    -9.727867126464844,
+                    -7.733980178833008,
+                    -19.49873161315918,
+                    -5.831502914428711,
+                    -22.206979751586914,
+                    -4.098930358886719,
+                    -5.662898063659668,
+                    -5.501450061798096,
+                    -14.185585975646973,
+                    -7.27233362197876,
+                    -4.139002799987793,
+                    -5.476692199707031,
+                    -6.985534191131592,
+                    -5.599438190460205,
+                    -5.294553279876709,
+                    -8.423441886901855,
+                    -6.066525936126709,
+                    -1.5745184421539307,
+                    -4.840304851531982,
+                    -6.3796844482421875,
+                    -8.572232246398926,
+                    -8.671597480773926,
+                    -7.808551788330078,
+                    -3.0037620067596436,
+                    -20.651973724365234,
+                    -7.279044151306152,
+                    -9.740174293518066,
+                    -9.262371063232422,
+                    -15.824820518493652,
+                    -5.599451065063477,
+                    -8.42704963684082,
+                    -2.5656750202178955,
+                    -21.453155517578125,
+                    -6.307552814483643,
+                    -13.328841209411621,
+                    -11.768864631652832,
+                    -6.865974426269531,
+                    -21.48469352722168,
+                    -3.6387274265289307,
+                    -7.652405261993408,
+                    -16.431644439697266,
+                    -7.1910505294799805,
+                    -2.989384889602661,
+                    -6.594914436340332,
+                    -9.41611099243164,
+                    -8.170642852783203,
+                    -4.192357540130615,
+                    -5.603940010070801,
+                    -10.180205345153809,
+                    -7.4084391593933105,
+                    -21.85839080810547,
+                    -6.425630569458008,
+                    -4.472840309143066,
+                    -5.742839336395264,
+                    1.3784838914871216,
+                    -9.413110733032227,
+                    -6.855988502502441,
+                    -21.395477294921875,
+                    -21.83491325378418,
+                    -7.442481517791748,
+                    -19.89724349975586,
+                    -3.0632164478302,
+                    -16.506698608398438,
+                    -3.336191415786743,
+                    -6.118470668792725,
+                    -4.686434745788574,
+                    -6.709057807922363,
+                    -6.048812389373779,
+                    -6.323862075805664,
+                    -6.531671524047852,
+                    -0.691574215888977,
+                    -3.1206209659576416,
+                    -11.928838729858398,
+                    -2.7726643085479736,
+                    -3.2537200450897217,
+                    -21.104515075683594,
+                    -14.094245910644531,
+                    -7.340435028076172,
+                    -3.7111942768096924,
+                    -4.172500133514404,
+                    -8.397875785827637,
+                    -3.7386300563812256,
+                    -10.199318885803223,
+                    -2.979869842529297,
+                    -7.139244556427002,
+                    -5.160993576049805,
+                    -0.5579833388328552,
+                    -4.613835334777832,
+                    -15.097755432128906,
+                    -6.180325031280518,
+                    -17.21348762512207,
+                    -3.251018762588501,
+                    -1.3179395198822021,
+                    -9.614300727844238,
+                    -3.4834389686584473,
+                    -10.985844612121582,
+                    -1.2856794595718384,
+                    -5.29640531539917,
+                    -6.671395301818848,
+                    -16.03058624267578,
+                    -2.5911502838134766,
+                    -5.50637674331665,
+                    -5.577210426330566,
+                    -9.66108512878418,
+                    -7.453004837036133,
+                    -8.427569389343262,
+                    -17.709657669067383,
+                    -14.112767219543457,
+                    -5.599441051483154,
+                    -10.18998908996582,
+                    -9.36706256866455,
+                    -17.212905883789062,
+                    -8.398995399475098,
+                    -6.5749430656433105,
+                    -6.798600196838379,
+                    -13.331466674804688,
+                    -21.503210067749023,
+                    -8.108868598937988,
+                    -7.41459846496582,
+                    -14.193684577941895,
+                    -3.735654354095459,
+                    -8.162774085998535,
+                    -18.786542892456055,
+                    -6.494684219360352,
+                    -2.947492837905884,
+                    -16.605131149291992,
+                    -2.4957358837127686,
+                    -6.671143531799316,
+                    -18.748584747314453,
+                    -4.618483066558838,
+                    -16.527366638183594,
+                    -14.190191268920898,
+                    -7.990166187286377,
+                    -1.466429352760315,
+                    -15.807122230529785,
+                    -5.703986644744873,
+                    -4.651555061340332,
+                    -7.842545986175537,
+                    -3.0627079010009766,
+                    -4.671318054199219,
+                    -11.782312393188477,
+                    -3.5599615573883057,
+                    -18.494569778442383,
+                    -3.6646604537963867,
+                    -9.9858980178833,
+                    -8.954536437988281,
+                    -15.83378791809082,
+                    -9.867314338684082,
+                    -7.326427936553955,
+                    -7.69197416305542,
+                    -20.04892349243164,
+                    -13.295835494995117,
+                    -9.927664756774902,
+                    -16.60236930847168,
+                    -9.938685417175293,
+                    -1.731528639793396,
+                    -9.359153747558594,
+                    -21.90872573852539,
+                    -21.150917053222656,
+                    -22.070842742919922,
+                    -21.148880004882812,
+                    -5.012885570526123,
+                    -21.676288604736328,
+                    0.016534876078367233,
+                    -5.685157775878906,
+                    -15.106029510498047,
+                    -5.983838081359863,
+                    -3.84428334236145,
+                    -6.271881103515625,
+                    -5.534045696258545,
+                    -18.1026668548584,
+                    -5.050970554351807,
+                    -5.968332767486572,
+                    -9.556039810180664,
+                    -14.197012901306152,
+                    -8.53219985961914,
+                    -17.19886016845703,
+                    -7.212345123291016,
+                    -15.054930686950684,
+                    -13.332160949707031,
+                    -18.083236694335938,
+                    -7.106440544128418,
+                    -12.149538040161133,
+                    -13.285502433776855,
+                    -21.746976852416992,
+                    -20.460660934448242,
+                    -4.187128067016602,
+                    -3.237865686416626,
+                    -21.93344497680664,
+                    -4.732480525970459,
+                    -6.47340202331543,
+                    -10.500948905944824,
+                    -21.804521560668945,
+                    -14.19480037689209,
+                    -5.903923988342285,
+                    -2.4874417781829834,
+                    -17.14113998413086
+                  ],
+                  "type": "scatter3d"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly"
+              },
+              "layout": {
+                "title": {
+                  "text": "3d TSNE Plot for Topic Model"
+                },
+                "scene": {
+                  "domain": {
+                    "y": [
+                      0,
+                      1
+                    ],
+                    "x": [
+                      0,
+                      1
+                    ]
+                  },
+                  "zaxis": {
+                    "title": {
+                      "text": "2"
+                    }
+                  },
+                  "xaxis": {
+                    "title": {
+                      "text": "0"
+                    }
+                  },
+                  "yaxis": {
+                    "title": {
+                      "text": "1"
+                    }
+                  }
+                },
+                "height": 800,
+                "width": 900,
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "legend": {
+                  "tracegroupgap": 0
+                }
+              }
+            }
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 542
+        },
+        "id": "UkMHE1gR7UFY",
+        "outputId": "22c22cc9-6a70-472c-a2d0-186cca68fc60"
+      },
+      "source": [
+        "plot_model(lda, plot='topic_distribution',topic_num = 4)\n"
+      ],
+      "id": "UkMHE1gR7UFY",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"23852768-9c5f-4690-b4b2-c6af25a651c3\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    \n",
+              "                if (document.getElementById(\"23852768-9c5f-4690-b4b2-c6af25a651c3\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '23852768-9c5f-4690-b4b2-c6af25a651c3',\n",
+              "                        [{\"alignmentgroup\": \"True\", \"customdata\": [[\"game, link, world, minute, character, go, final, first, time, take\"], [\"ball, shoot, good, go, play, basketball, year, hand, jump, court\"], [\"play, game, basketball, go, good, people, want, really, start, say\"], [\"shoot, attempt, shot, second, point, high, tank, game, season, leave\"], [\"game, new, time, player, good, overwatch, year, play, see, may\"], [\"team, player, game, play, year, season, stat, win, good, school\"]], \"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Topic=%{x}<br>Documents=%{y}<br>Keyword=%{customdata[0]}\", \"legendgroup\": \"\", \"marker\": {\"color\": \"#636efa\"}, \"name\": \"\", \"offsetgroup\": \"\", \"orientation\": \"v\", \"showlegend\": false, \"textposition\": \"auto\", \"type\": \"bar\", \"x\": [\"Topic 0\", \"Topic 1\", \"Topic 2\", \"Topic 3\", \"Topic 4\", \"Topic 5\"], \"xaxis\": \"x\", \"y\": [128, 262, 557, 140, 223, 403], \"yaxis\": \"y\"}],\n",
+              "                        {\"barmode\": \"relative\", \"legend\": {\"tracegroupgap\": 0}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Document Distribution by Topics\"}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"Topic\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"Documents\"}}},\n",
+              "                        {\"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('23852768-9c5f-4690-b4b2-c6af25a651c3');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "textposition": "auto",
+                  "hovertemplate": "Topic=%{x}<br>Documents=%{y}<br>Keyword=%{customdata[0]}",
+                  "showlegend": false,
+                  "legendgroup": "",
+                  "name": "",
+                  "yaxis": "y",
+                  "customdata": [
+                    [
+                      "game, link, world, minute, character, go, final, first, time, take"
+                    ],
+                    [
+                      "ball, shoot, good, go, play, basketball, year, hand, jump, court"
+                    ],
+                    [
+                      "play, game, basketball, go, good, people, want, really, start, say"
+                    ],
+                    [
+                      "shoot, attempt, shot, second, point, high, tank, game, season, leave"
+                    ],
+                    [
+                      "game, new, time, player, good, overwatch, year, play, see, may"
+                    ],
+                    [
+                      "team, player, game, play, year, season, stat, win, good, school"
+                    ]
+                  ],
+                  "y": [
+                    128,
+                    262,
+                    557,
+                    140,
+                    223,
+                    403
+                  ],
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "offsetgroup": "",
+                  "xaxis": "x",
+                  "marker": {
+                    "color": "#636efa"
+                  },
+                  "x": [
+                    "Topic 0",
+                    "Topic 1",
+                    "Topic 2",
+                    "Topic 3",
+                    "Topic 4",
+                    "Topic 5"
+                  ],
+                  "alignmentgroup": "True",
+                  "type": "bar",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly"
+              },
+              "layout": {
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "yaxis": {
+                  "domain": [
+                    0,
+                    1
+                  ],
+                  "anchor": "x",
+                  "title": {
+                    "text": "Documents"
+                  }
+                },
+                "title": {
+                  "text": "Document Distribution by Topics"
+                },
+                "barmode": "relative",
+                "xaxis": {
+                  "domain": [
+                    0,
+                    1
+                  ],
+                  "anchor": "y",
+                  "title": {
+                    "text": "Topic"
+                  }
+                },
+                "legend": {
+                  "tracegroupgap": 0
+                }
+              }
+            }
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 1000
+        },
+        "id": "JBaDxwhT82oy",
+        "outputId": "063d28c2-7d2e-4826-fe9d-43c4c5f87e92"
+      },
+      "source": [
+        "plot_model(lda, plot='topic_model')\n",
+        "plot_model(lda, plot='wordcloud', topic_num = 'Topic 5')\n",
+        "plot_model(lda, plot='frequency', topic_num = 'Topic 5')\n"
+      ],
+      "id": "JBaDxwhT82oy",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "<link rel=\"stylesheet\" type=\"text/css\" href=\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.2.2/pyLDAvis/js/ldavis.v1.0.0.css\">\n",
+              "\n",
+              "\n",
+              "<div id=\"ldavis_el6151396311878263843333396304\"></div>\n",
+              "<script type=\"text/javascript\">\n",
+              "\n",
+              "var ldavis_el6151396311878263843333396304_data = {\"mdsDat\": {\"x\": [-0.0844673933288293, -0.062319637781815124, 0.12470010515747977, 0.09341029249543706, 0.12653622544041102, -0.19785959198268346], \"y\": [-0.07309237753769038, 0.14262532974730469, -0.19766429822034842, 0.19107178554584453, 0.007159544636462862, -0.07009998417157323], \"topics\": [1, 2, 3, 4, 5, 6], \"cluster\": [1, 1, 1, 1, 1, 1], \"Freq\": [26.586655704355177, 25.038237431422868, 18.918840573957237, 11.615810533969405, 9.144264864050086, 8.696190892245234]}, \"tinfo\": {\"Term\": [\"team\", \"player\", \"shoot\", \"basketball\", \"ball\", \"play\", \"season\", \"stat\", \"game\", \"shot\", \"hand\", \"win\", \"new\", \"contract\", \"school\", \"overwatch\", \"attempt\", \"year\", \"minute\", \"court\", \"really\", \"character\", \"draft\", \"try\", \"world\", \"guy\", \"go\", \"link\", \"point\", \"jump\", \"content\", \"skin\", \"fund\", \"franchise\", \"compensate\", \"combat\", \"challenge\", \"restructure\", \"restriction\", \"initial\", \"status\", \"race\", \"arbitrary\", \"party\", \"entry\", \"unpack\", \"deliver\", \"extent\", \"publisher\", \"ally\", \"plenty\", \"rework\", \"compensation\", \"battlefield\", \"pve\", \"succeed\", \"wonderful\", \"representative\", \"fee\", \"minigame\", \"overwatch\", \"university\", \"hero\", \"gameplay\", \"developer\", \"available\", \"provide\", \"mode\", \"talent\", \"new\", \"pool\", \"map\", \"worth\", \"organization\", \"story\", \"community\", \"series\", \"trailer\", \"pc\", \"offer\", \"experience\", \"game\", \"update\", \"fun\", \"system\", \"character\", \"time\", \"release\", \"change\", \"may\", \"fan\", \"idea\", \"come\", \"good\", \"base\", \"see\", \"even\", \"player\", \"year\", \"give\", \"take\", \"want\", \"go\", \"play\", \"work\", \"great\", \"look\", \"people\", \"rep\", \"chat\", \"pickup\", \"fade\", \"ear\", \"whatsoever\", \"alot\", \"indoor\", \"tire\", \"spalde\", \"pain\", \"gpu\", \"confidence\", \"blister\", \"perimeter\", \"agent\", \"trash\", \"playmaking\", \"abuse\", \"mother\", \"something\", \"screw\", \"disconnect\", \"fast_break\", \"cpu\", \"excitement\", \"fareeha\", \"outdoor\", \"nike\", \"athleticism\", \"week\", \"decent\", \"around\", \"parent\", \"ago\", \"advice\", \"open\", \"bit\", \"pressure\", \"basketball\", \"people\", \"practice\", \"guy\", \"play\", \"watch\", \"understand\", \"want\", \"really\", \"start\", \"try\", \"shot\", \"help\", \"say\", \"go\", \"never\", \"problem\", \"back\", \"game\", \"friend\", \"always\", \"bad\", \"see\", \"good\", \"work\", \"ball\", \"time\", \"even\", \"run\", \"use\", \"look\", \"take\", \"need\", \"first\", \"player\", \"year\", \"contract\", \"stat\", \"laker\", \"warrior\", \"points_rebounds_assist\", \"eastern\", \"simmon\", \"sixer\", \"conference\", \"reddit_stream_must_click\", \"king\", \"salary\", \"recruit\", \"blk_pf_pt\", \"sun\", \"jazz\", \"pm_pacific_box_score\", \"wilt\", \"celtic\", \"senior\", \"pacer\", \"biggest_lead_longest_run\", \"bull\", \"playoff\", \"exclude\", \"feeder\", \"funding\", \"pelican\", \"golden_state_warrior\", \"nba_com\", \"trade\", \"draft\", \"leader\", \"team\", \"clipper\", \"sign\", \"assist\", \"win\", \"season\", \"total\", \"player\", \"school\", \"buck\", \"league\", \"number\", \"year\", \"game\", \"top\", \"play\", \"average\", \"point\", \"current\", \"source\", \"career\", \"good\", \"say\", \"minute\", \"last\", \"go\", \"may\", \"basketball\", \"time\", \"come\", \"layup\", \"inch\", \"pound\", \"iq\", \"vertical\", \"skinny\", \"height\", \"tryout\", \"fake\", \"ankle\", \"natural\", \"wrist\", \"squat\", \"months_ago\", \"defence\", \"legal\", \"sprain\", \"backwards\", \"passionate\", \"bucket\", \"stare\", \"orthotic\", \"superfeet\", \"tight\", \"pursue\", \"workout\", \"sore\", \"concentric\", \"crossover\", \"barrier\", \"rim\", \"owner\", \"knee\", \"jump\", \"weight\", \"dunk\", \"joint\", \"strength\", \"touch\", \"hand\", \"tall\", \"foot\", \"ball\", \"shoot\", \"exercise\", \"dribble\", \"court\", \"tip\", \"age\", \"improve\", \"pretty\", \"basketball\", \"good\", \"go\", \"defense\", \"year\", \"old\", \"day\", \"play\", \"right\", \"lot\", \"really\", \"start\", \"time\", \"look\", \"try\", \"use\", \"wiggin\", \"angle\", \"arch\", \"healer\", \"hook\", \"consistant\", \"spin\", \"practise\", \"topic\", \"sleep\", \"hof\", \"wondering\", \"clock\", \"ben_simmon\", \"tear\", \"attempt\", \"mvps\", \"refined\", \"overshoot\", \"endurance\", \"unrealistic\", \"reload\", \"dps\", \"criticism\", \"nicer\", \"plague\", \"hearing\", \"missing\", \"smoke\", \"diagonal\", \"silver\", \"boost\", \"tank\", \"damage\", \"extension\", \"wise\", \"percentile\", \"rythm\", \"boy\", \"percentage\", \"distance\", \"ultimate\", \"fadeaway\", \"shoot\", \"gold\", \"enemy\", \"heal\", \"slow\", \"block\", \"second\", \"leave\", \"low\", \"support\", \"shot\", \"push\", \"high\", \"post\", \"rule\", \"point\", \"source\", \"average\", \"hand\", \"foul\", \"goal\", \"career\", \"season\", \"change\", \"last\", \"minute\", \"never\", \"see\", \"time\", \"try\", \"game\", \"really\", \"even\", \"go\", \"player\", \"index\", \"mumbo\", \"pilot\", \"transformation\", \"meme\", \"flight\", \"village\", \"duo\", \"bear\", \"pgt\", \"claim\", \"mixed\", \"speech\", \"american\", \"consciousness\", \"boss\", \"tryna\", \"insider\", \"false\", \"tape\", \"trait\", \"cartilage\", \"dot\", \"resident_evil\", \"breathing\", \"snapchat\", \"headline\", \"bot\", \"jiggie\", \"underwater\", \"pad\", \"custom\", \"leak\", \"human\", \"particularly\", \"link\", \"navigate\", \"outcome\", \"discussion\", \"world\", \"piece\", \"reduce\", \"character\", \"final\", \"minute\", \"game\", \"degree\", \"version\", \"area\", \"release\", \"post\", \"interesting\", \"example\", \"first\", \"original\", \"take\", \"may\", \"go\", \"time\", \"seem\", \"play\", \"lot\", \"away\", \"part\", \"second\", \"player\", \"good\", \"see\"], \"Freq\": [992.0, 773.0, 294.0, 442.0, 275.0, 1030.0, 241.0, 148.0, 1332.0, 189.0, 126.0, 160.0, 257.0, 78.0, 105.0, 126.0, 57.0, 482.0, 121.0, 112.0, 301.0, 95.0, 80.0, 233.0, 82.0, 176.0, 546.0, 56.0, 216.0, 70.0, 58.623961195804, 44.3144824002203, 36.37994446979686, 41.664839402454945, 22.359372302794345, 22.126386244666246, 27.598844141231993, 21.192700418557802, 24.08347496603087, 20.889917288848277, 22.393862522383113, 17.251923050193184, 17.194946274054452, 16.628846067123888, 21.20014802275144, 14.594277263194302, 16.913611202799633, 13.360287370030996, 13.080191830103512, 15.79642890883555, 12.64510800122607, 11.564088773331173, 11.210160914459163, 10.811077658468502, 10.810133948062987, 11.85877015962558, 10.574288634898311, 11.028133134982966, 10.98953996253843, 10.054561482331483, 113.64542353870208, 32.154982149747525, 72.57264679555901, 48.26157929510838, 24.28098334600019, 29.591164717735857, 48.678645129952045, 31.3169548101743, 42.04599424398674, 198.24074924190157, 25.525593626905916, 31.837428806406418, 42.85913512770061, 33.0608566427133, 46.50421552738078, 34.2169664700934, 33.64853406934612, 31.598093014688892, 41.74160284842058, 48.17558706968043, 61.592111663545616, 413.5814477019046, 32.55523827319581, 60.25403447082123, 52.67065264056221, 55.318433216467675, 150.1786157454758, 56.613187226867346, 68.45878189761946, 80.62144243216545, 52.86840267705921, 49.96397453577213, 80.23387535966637, 114.13024486411744, 42.171284820605955, 82.70606330276813, 80.28773143340453, 116.71001995993981, 89.3109861854279, 61.756679758896816, 69.47079360413974, 71.03839450025941, 76.26133369901015, 85.41878282075025, 58.72572775940097, 54.569489639279986, 56.51618296346245, 51.492639565492055, 22.2098279961348, 15.504901837109255, 17.356661902873444, 12.137663071781924, 11.063672545253077, 10.667800899471807, 10.704916441279586, 11.242211877812673, 8.342994248169408, 8.314688693701086, 22.963851475518656, 7.88632672494129, 22.389686717734765, 7.547101012119664, 7.5439428165691265, 7.682072058553593, 14.396959359594335, 7.337182782442317, 6.926094510048236, 6.773734504637258, 6.275165834074633, 6.2230661527935, 7.036187470643623, 6.777897201583587, 5.678812778369447, 5.776453943586437, 5.671549271938648, 19.667517363891715, 5.351423800012975, 5.360480988867801, 76.80899518984853, 38.36225752646452, 18.561000218923756, 9.899985145063704, 23.36070407969425, 44.29849978290298, 61.45505402100075, 46.90895170904963, 16.22636044067662, 288.42791635927506, 192.3374070098691, 63.628775422325596, 122.7177695677089, 603.8638617471953, 72.36468863150935, 37.297607685766465, 187.15695788175788, 179.2613100901537, 168.12110709480874, 137.04527118723448, 110.59299040347807, 105.17637358001568, 158.47596316909062, 255.29944463073812, 86.3066186683941, 57.63929066807661, 94.09200673647587, 440.51306899966295, 51.85137324469407, 73.59101218709333, 87.64824014981376, 140.85908047103712, 195.72952974678535, 96.87254507669819, 117.16962584273506, 158.36700615831586, 114.7129842689854, 68.82846703029996, 82.6515206051265, 88.21501436705479, 87.83001566411625, 78.40449655138734, 77.34155357829542, 95.26163874453486, 87.54532584274807, 77.21937319007384, 145.5501425218715, 40.977467563073155, 40.64440033940205, 30.286869190508824, 23.676605955095027, 28.501459994313368, 24.029564294083254, 19.709292022512404, 19.44390617914523, 21.951230332978962, 26.18562896256965, 23.057787398250024, 16.948293145523543, 16.923363283674686, 22.611181605333282, 15.652850535434997, 15.967746251313798, 17.606609308309014, 17.604498341830286, 14.562382177462833, 14.094608905367888, 13.703309248257593, 54.17051292675, 13.27787982904073, 13.27787982904073, 13.27787982904073, 13.215326140485331, 11.346857677211299, 11.061673369794509, 58.03994413066413, 74.0051421015166, 33.50201344995854, 831.6685165501011, 34.250244332407476, 48.19890006668712, 46.35939735447426, 127.55986950331449, 185.7940462687461, 57.69916535669643, 489.1007340697648, 81.65784624267094, 27.401705755707248, 68.51006509982379, 55.48785088437423, 200.25114251066208, 291.4414788953891, 56.780865290044126, 210.535367976709, 57.27322450248297, 80.34957476747923, 45.95102911025998, 47.089975576228895, 38.037590960577134, 96.66447568238503, 71.65947291437693, 49.927956538358444, 52.418381101000115, 66.60484076691715, 52.299200440168775, 53.59998865778702, 53.632809442786346, 47.61171042893632, 27.68130277547684, 43.031153126493614, 19.26325546332809, 17.086036793641842, 20.780322005525523, 15.319841781261763, 35.49000773866282, 13.334697071746255, 11.220048590953184, 9.657476787807271, 9.760578114697417, 9.482535108755686, 9.329616097395704, 8.730396748518318, 7.459500142806571, 7.520163508720165, 7.0446328036661505, 6.060451835285597, 5.938789247764155, 5.917623967779838, 5.644345743841974, 5.6439607385339245, 5.6439607385339245, 5.494146344445229, 5.892140348116946, 16.003867878561728, 5.174431292341896, 5.5690949545900885, 5.937893632579474, 4.898053002022911, 41.26350729032859, 20.811834189391394, 26.822209394556708, 52.93784758193078, 29.03441348748356, 41.907552907341675, 12.749654655914183, 23.35478059638297, 30.013541147423723, 75.95271855109851, 29.172935302714194, 42.52240001304932, 131.43911559599331, 123.51862984819249, 15.059556348748004, 39.50471202535853, 50.739283417009645, 44.87021517185659, 34.87766180219045, 36.80819673989126, 48.04185431279703, 94.59214527188723, 102.3310031728045, 97.38042106595081, 37.258884135528746, 77.05310194897928, 42.54915196580149, 43.4645617023486, 97.36413251986845, 38.02827218985155, 38.572351133120875, 43.467179374372115, 42.99519745346959, 46.35039037801187, 40.90735826664479, 37.80562079865505, 36.32126969568339, 13.163763711904677, 10.923460299755464, 10.17504044965901, 7.848783830730488, 30.142124435338122, 7.3338377103456915, 7.091808068311995, 7.056648649700286, 6.883073471398512, 6.421311435095085, 5.833077595257042, 5.638428977770656, 5.5266683134907035, 5.198189635909015, 10.077459628344734, 48.997179851865404, 4.495985397798796, 4.365044328448193, 4.28184576574577, 4.251470879797187, 4.345218342856467, 14.286302847830807, 21.042643345772472, 4.222225580631597, 3.7453601128034855, 3.7453601128034855, 3.745346499007814, 3.745346499007814, 3.744882555181625, 3.744051755387855, 9.700942881445673, 9.854677743844487, 37.25718128407999, 29.48315080538417, 12.239785368431715, 6.134482374082816, 7.0724019608394135, 6.814633337977822, 9.483410906465865, 11.841955149634877, 10.649019792804667, 10.464945511977577, 7.707039139740852, 104.68583548090459, 12.471457778021307, 22.318614258014822, 11.643822833487596, 16.16550677842166, 16.482871583126105, 42.54886079570387, 34.52709362852555, 33.82791774343678, 22.228586943751793, 46.22095146020093, 20.417129559517925, 40.04648465171404, 32.20564052992254, 21.74413214309435, 42.38599680853367, 26.631095004858064, 30.41296158552922, 31.224661940486698, 26.066171207530424, 18.465291013408297, 21.266353834440658, 35.80867629064699, 28.932984362564923, 29.651296945275085, 26.304610390084534, 25.59306744640114, 30.78098977256904, 30.788303963422685, 25.773457404210067, 36.05512898324295, 25.163696929094645, 25.11245746824768, 24.90647930669999, 22.903942985508028, 14.909251210145207, 11.353501424284852, 10.040251667221208, 9.38346495478626, 9.477916671896187, 8.726645534867737, 8.063445430027759, 18.07155518057394, 7.855041521535998, 8.634968502614726, 17.290553622378475, 6.547241648923632, 6.453891765166758, 6.379680529144704, 6.0998189459046595, 12.49743271573313, 5.591271407324601, 5.443238018053895, 5.438645001531784, 5.3831329064339615, 5.225343828780039, 5.026404989051781, 4.8234468765758525, 4.786577025008954, 4.58421548340538, 4.579413615972501, 4.320221799542298, 6.353460711215123, 4.12970241121189, 4.129684694658286, 10.702291337800053, 14.066810006859212, 12.09011143179921, 9.344608464294918, 9.66497281469976, 39.79221071217102, 6.739025385916123, 10.298142679773255, 16.67240535054435, 35.41387248415095, 12.556372963953532, 12.363139876594964, 32.9484123538582, 25.551873876809328, 34.39370154072263, 136.9027545953071, 14.622489710681899, 12.436235651145807, 13.317572866465802, 22.99944727330479, 23.21283362179502, 16.676820860827455, 15.756060225300757, 25.035965110206366, 13.746028636038742, 23.748298737954336, 21.647486165208182, 25.99176772595206, 24.27900491525297, 17.923095912610805, 22.46958467652012, 17.188442221457993, 14.445411394587515, 14.123312184741193, 14.847207839420289, 16.94160701976141, 16.355056902687814, 14.630849198359856], \"Total\": [992.0, 773.0, 294.0, 442.0, 275.0, 1030.0, 241.0, 148.0, 1332.0, 189.0, 126.0, 160.0, 257.0, 78.0, 105.0, 126.0, 57.0, 482.0, 121.0, 112.0, 301.0, 95.0, 80.0, 233.0, 82.0, 176.0, 546.0, 56.0, 216.0, 70.0, 59.39376415945661, 45.082049607203146, 37.168962099253996, 42.855616605742135, 23.145633521086456, 22.91598833485751, 28.61287803713594, 21.980157843948213, 24.987796589555813, 21.81093085488579, 23.38454365460976, 18.02498342871692, 17.977248185129724, 17.39553483233137, 22.18522915547307, 15.359730911320748, 17.837815427481456, 14.132359084519825, 13.846167199842824, 16.78761535690349, 13.444386004738814, 12.33154164735238, 11.990892359209754, 11.57641656753258, 11.576271154955187, 12.715509001042886, 11.342800424387073, 11.84044481817571, 11.820565413778983, 10.819786505542687, 126.82167833841663, 35.06259911674704, 80.7699471748637, 53.38008140268511, 26.60574707268656, 32.96322430422924, 55.48524580663828, 34.99191898010364, 47.81728770108529, 257.53987235255846, 28.60802940365513, 36.42743467905652, 52.41756101262683, 38.99762151342722, 58.714728040999944, 41.098212401831354, 40.89600524372563, 37.96330932343376, 54.15500310501342, 66.39149869713147, 94.2591658128134, 1332.8415224821952, 39.847544951018115, 95.95515607204902, 84.62607643388321, 95.27674609470414, 463.5961306032656, 101.08739336131285, 144.15605421295453, 206.69660357593668, 96.56165557944232, 91.32914591734946, 245.685249110141, 535.3838353880262, 65.80382680010197, 311.28745477352953, 300.1884700970674, 773.5891910414198, 482.458444951463, 177.66682925724444, 269.20529899040577, 313.3001706402335, 546.4442871952683, 1030.9340590094134, 201.93689417953163, 159.49468067059902, 251.89557313608165, 284.97406268052794, 23.041638921930346, 16.37901112462397, 18.496715049069568, 13.043469963822307, 11.896106867950325, 11.593966834081238, 11.734712926239315, 12.34899479551432, 9.171297722228369, 9.141236048825233, 25.36029503745886, 8.71218027581985, 24.73657972312705, 8.371047799048888, 8.396402366451792, 8.558244912401527, 16.074090304875472, 8.20250880355289, 7.753469589908296, 7.6111144771181145, 7.101444401717493, 7.04880023080505, 7.99284545348742, 7.702818130446634, 6.5038348520347995, 6.62274065313811, 6.506374670619827, 22.58726547876721, 6.176562970894431, 6.190281169938513, 92.30522414079233, 45.543557996187936, 21.741379522608693, 11.518543758490615, 28.13209954111899, 54.91801172674868, 78.39259624792122, 61.035603420927615, 19.574784946038946, 442.0226829298191, 284.97406268052794, 85.84605043685713, 176.7608757034273, 1030.9340590094134, 100.51463512431506, 48.99458937774189, 313.3001706402335, 301.71871202238333, 295.2090273094094, 233.1201578397467, 189.2969411415639, 184.86157552814169, 305.21189699318523, 546.4442871952683, 147.67663506064463, 89.65259410129796, 167.31652193162813, 1332.8415224821952, 80.36847782967374, 128.54425587067888, 162.61405789290288, 311.28745477352953, 535.3838353880262, 201.93689417953163, 275.5571202741475, 463.5961306032656, 300.1884700970674, 133.73997970393103, 207.3900048563349, 251.89557313608165, 269.20529899040577, 201.76836417400213, 204.34099509796232, 773.5891910414198, 482.458444951463, 78.6338815896399, 148.29281864577914, 41.92249471268729, 41.59124664945654, 31.13478468391332, 24.51847689291093, 29.671982653399215, 25.04527267791279, 20.559535925694117, 20.285464290913474, 22.90407818869443, 27.32234618367368, 24.109458848331478, 17.78984429243317, 17.79197309778473, 23.800889104365286, 16.494277774559663, 16.829756233786917, 18.580749429941616, 18.60205772766187, 15.419425603876434, 14.936014769454797, 14.573436125866806, 57.693793427340076, 14.17754422826646, 14.17754422826646, 14.17754422826646, 14.183778102088226, 12.191100884505452, 11.903038581665903, 62.474365907660285, 80.52339357638189, 36.28273229484336, 992.7341129568586, 37.38838524130263, 53.33586865050627, 53.41153047511934, 160.3592423397733, 241.841565265631, 68.42308073043783, 773.5891910414198, 105.0070905354363, 30.717758275410315, 96.48451950465991, 84.47932940843941, 482.458444951463, 1332.8415224821952, 106.87007376467756, 1030.9340590094134, 117.54815935915708, 216.33947738571402, 81.81658059356249, 90.07274641441262, 62.744156747016085, 535.3838353880262, 305.21189699318523, 121.08284294905953, 159.86526906466023, 546.4442871952683, 206.69660357593668, 442.0226829298191, 463.5961306032656, 245.685249110141, 28.576286550677548, 44.764864091655994, 20.145326130777082, 17.998564315989828, 21.927291776232902, 16.185360226717982, 37.94190909719374, 14.292040121263259, 12.110675181281422, 10.522993649863134, 10.651355308323303, 10.350135243617139, 10.19942700790471, 9.596815284938998, 8.324249425817484, 8.39408257774497, 7.909191788132949, 6.925903836336154, 6.811479156117805, 6.788494087002534, 6.5108020996602525, 6.511482391971545, 6.511482391971545, 6.360956228588654, 6.82205191567335, 18.715350326254853, 6.085144810653941, 6.555672533813973, 7.005900896070338, 5.7885889924550575, 50.52405448328264, 25.63014295864438, 33.628384302756416, 70.94185268944281, 37.47790466965973, 56.3558796287527, 15.675119698234175, 31.573226722137125, 42.42912380170695, 126.77647077986867, 42.30799813978115, 65.71923313451303, 275.5571202741475, 294.1457451941429, 20.280721504352083, 75.50040212612066, 112.37713838812181, 94.61365008748899, 66.4668369621741, 84.2153951966983, 134.570681689955, 442.0226829298191, 535.3838353880262, 546.4442871952683, 96.68766246520863, 482.458444951463, 137.73500801429702, 147.74597319137408, 1030.9340590094134, 166.3678690931533, 181.57730922607402, 301.71871202238333, 295.2090273094094, 463.5961306032656, 251.89557313608165, 233.1201578397467, 207.3900048563349, 13.997200130462895, 11.755231984298634, 11.005342111713517, 8.685452618990173, 33.40514800242083, 8.163922200401139, 7.923112326783629, 7.886153114476796, 7.7150716485572985, 7.2596199664535535, 6.662774577390631, 6.474650729448762, 6.372971049032068, 6.031180126206497, 11.766343424154242, 57.36113805255648, 5.3398984504987155, 5.202338805861792, 5.110363282771378, 5.080037200697651, 5.200507638055136, 17.12904318787457, 25.34215951470923, 5.108181653124836, 4.573765079801242, 4.573765079801242, 4.573760915927291, 4.573760915927291, 4.573724508503428, 4.573461955920796, 12.082239851328357, 12.605027929179089, 54.05944699942972, 42.12844873419421, 16.549477422915214, 7.836279667683253, 9.180749731961237, 8.80837442484001, 13.07980619272535, 17.38556050117252, 15.36011825679227, 15.065814692942581, 10.374540025253003, 294.1457451941429, 19.268575820404525, 41.89041424333973, 17.821127861187474, 29.59503293955449, 31.111372696664848, 128.96718937285408, 97.01050566344799, 96.20477952160275, 54.38437863431108, 189.2969411415639, 47.951621190026515, 156.92641779501366, 121.90531385695067, 59.72071027679013, 216.33947738571402, 90.07274641441262, 117.54815935915708, 126.77647077986867, 92.18492174308778, 45.284883644885184, 62.744156747016085, 241.841565265631, 144.15605421295453, 159.86526906466023, 121.08284294905953, 147.67663506064463, 311.28745477352953, 463.5961306032656, 233.1201578397467, 1332.8415224821952, 301.71871202238333, 300.1884700970674, 546.4442871952683, 773.5891910414198, 15.763406128159398, 12.148155502926361, 10.834570634737908, 10.177885856216836, 10.282489209505261, 9.521139059416955, 8.865385665650617, 19.88242106904213, 8.702046929222453, 9.574269764780695, 19.173792073475482, 7.347412052480535, 7.247768969621449, 7.178375439508871, 6.894015327118956, 14.243473809164803, 6.388759007477516, 6.237307955580615, 6.238039831270627, 6.183107400547083, 6.032221227623837, 5.832341890559938, 5.618954308678659, 5.580559929034942, 5.377942737768697, 5.377176406916086, 5.114202654555503, 7.572023066912616, 4.923799441352062, 4.923802121768847, 12.897210380633194, 17.07449865924509, 14.96598336589302, 11.497831824215073, 12.058193561911484, 56.54278444521081, 8.30980539865364, 13.762109859053414, 28.19793992730856, 82.10339877825646, 21.40269139858783, 21.361452940433107, 95.27674609470414, 68.16883616068972, 121.08284294905953, 1332.8415224821952, 31.059840862245757, 23.903941810801655, 29.098901369227697, 101.08739336131285, 121.90531385695067, 56.679307337513045, 49.24759212450405, 204.34099509796232, 35.85331276346986, 269.20529899040577, 206.69660357593668, 546.4442871952683, 463.5961306032656, 166.77773460394656, 1030.9340590094134, 181.57730922607402, 68.6094702298486, 58.03050503048791, 128.96718937285408, 773.5891910414198, 535.3838353880262, 311.28745477352953], \"Category\": [\"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\"], \"logprob\": [30.0, 29.0, 28.0, 27.0, 26.0, 25.0, 24.0, 23.0, 22.0, 21.0, 20.0, 19.0, 18.0, 17.0, 16.0, 15.0, 14.0, 13.0, 12.0, 11.0, 10.0, 9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, -5.7211, -6.001, -6.1983, -6.0626, -6.685, -6.6955, -6.4745, -6.7386, -6.6107, -6.753, -6.6835, -6.9444, -6.9477, -6.9811, -6.7383, -7.1116, -6.9642, -7.2, -7.2212, -7.0325, -7.255, -7.3444, -7.3755, -7.4117, -7.4118, -7.3192, -7.4338, -7.3918, -7.3953, -7.4842, -5.0592, -6.3217, -5.5077, -5.9156, -6.6026, -6.4048, -5.907, -6.3481, -6.0535, -4.5028, -6.5526, -6.3316, -6.0344, -6.2939, -5.9527, -6.2596, -6.2763, -6.3392, -6.0608, -5.9174, -5.6717, -3.7674, -6.3093, -5.6937, -5.8282, -5.7792, -4.7804, -5.756, -5.566, -5.4025, -5.8245, -5.881, -5.4073, -5.0549, -6.0505, -5.377, -5.4067, -5.0326, -5.3001, -5.6691, -5.5514, -5.5291, -5.4581, -5.3447, -5.7194, -5.7928, -5.7577, -5.8508, -6.6317, -6.9911, -6.8783, -7.236, -7.3286, -7.365, -7.3616, -7.3126, -7.6108, -7.6142, -6.5983, -7.6671, -6.6237, -7.7111, -7.7115, -7.6934, -7.0653, -7.7393, -7.797, -7.8192, -7.8957, -7.904, -7.7812, -7.8186, -7.9955, -7.9785, -7.9968, -6.7533, -8.0549, -8.0532, -5.3909, -6.0852, -6.8112, -7.4397, -6.5812, -5.9413, -5.614, -5.8841, -6.9456, -4.0678, -4.473, -5.5792, -4.9224, -3.3289, -5.4505, -6.1133, -4.5003, -4.5434, -4.6076, -4.812, -5.0264, -5.0766, -4.6667, -4.1898, -5.2744, -5.6781, -5.188, -3.6443, -5.7839, -5.4337, -5.2589, -4.7845, -4.4555, -5.1589, -4.9686, -4.6674, -4.9898, -5.5007, -5.3176, -5.2525, -5.2569, -5.3704, -5.384, -5.1756, -5.2601, -5.1054, -4.4715, -5.739, -5.7472, -6.0413, -6.2875, -6.1021, -6.2727, -6.4709, -6.4845, -6.3632, -6.1868, -6.314, -6.6219, -6.6233, -6.3336, -6.7014, -6.6815, -6.5837, -6.5839, -6.7736, -6.8062, -6.8344, -5.4599, -6.8659, -6.8659, -6.8659, -6.8706, -7.0231, -7.0485, -5.3909, -5.1479, -5.9404, -2.7286, -5.9183, -5.5767, -5.6156, -4.6034, -4.2274, -5.3968, -3.2595, -5.0495, -6.1414, -5.225, -5.4359, -4.1525, -3.7772, -5.4128, -4.1024, -5.4042, -5.0656, -5.6244, -5.6, -5.8134, -4.8808, -5.1801, -5.5414, -5.4928, -5.2532, -5.495, -5.4705, -5.4699, -5.5889, -5.6435, -5.2023, -6.006, -6.126, -5.9302, -6.2351, -5.395, -6.3739, -6.5465, -6.6965, -6.6859, -6.7148, -6.731, -6.7974, -6.9547, -6.9466, -7.012, -7.1624, -7.1827, -7.1863, -7.2336, -7.2336, -7.2336, -7.2605, -7.1906, -6.1914, -7.3205, -7.247, -7.1829, -7.3754, -5.2443, -5.9287, -5.675, -4.9951, -5.5957, -5.2288, -6.4187, -5.8134, -5.5626, -4.6341, -5.591, -5.2142, -4.0857, -4.1478, -6.2522, -5.2878, -5.0375, -5.1605, -5.4124, -5.3585, -5.0922, -4.4147, -4.336, -4.3856, -5.3463, -4.6197, -5.2136, -5.1923, -4.3858, -5.3259, -5.3117, -5.1922, -5.2031, -5.128, -5.2529, -5.3318, -5.3718, -6.1475, -6.3341, -6.4051, -6.6646, -5.3191, -6.7325, -6.7661, -6.771, -6.7959, -6.8654, -6.9614, -6.9954, -7.0154, -7.0767, -6.4147, -4.8332, -7.2218, -7.2514, -7.2706, -7.2777, -7.2559, -6.0657, -5.6784, -7.2846, -7.4045, -7.4045, -7.4045, -7.4045, -7.4046, -7.4048, -6.4528, -6.437, -5.1071, -5.3412, -6.2203, -6.9111, -6.7688, -6.8059, -6.4754, -6.2533, -6.3595, -6.377, -6.6829, -4.074, -6.2015, -5.6196, -6.2702, -5.9421, -5.9227, -4.9743, -5.1832, -5.2037, -5.6236, -4.8916, -5.7086, -5.035, -5.2528, -5.6456, -4.9782, -5.4429, -5.3101, -5.2838, -5.4644, -5.8091, -5.6679, -5.1468, -5.36, -5.3355, -5.4552, -5.4827, -5.2981, -5.2979, -5.4756, -5.1399, -5.4996, -5.5016, -5.5099, -5.5937, -5.9728, -6.2452, -6.3681, -6.4358, -6.4258, -6.5084, -6.5874, -5.7804, -6.6136, -6.5189, -5.8246, -6.7957, -6.8101, -6.8216, -6.8665, -6.1492, -6.9535, -6.9804, -6.9812, -6.9915, -7.0212, -7.06, -7.1013, -7.1089, -7.1521, -7.1532, -7.2114, -6.8257, -7.2565, -7.2565, -6.3043, -6.0309, -6.1824, -6.4399, -6.4062, -4.9911, -6.7668, -6.3428, -5.861, -5.1076, -6.1445, -6.16, -5.1798, -5.434, -5.1369, -3.7555, -5.9922, -6.1541, -6.0857, -5.5393, -5.53, -5.8607, -5.9175, -5.4544, -6.054, -5.5072, -5.5999, -5.417, -5.4851, -5.7887, -5.5626, -5.8305, -6.0044, -6.0269, -5.9769, -5.845, -5.8802, -5.9916], \"loglift\": [30.0, 29.0, 28.0, 27.0, 26.0, 25.0, 24.0, 23.0, 22.0, 21.0, 20.0, 19.0, 18.0, 17.0, 16.0, 15.0, 14.0, 13.0, 12.0, 11.0, 10.0, 9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, 1.3117, 1.3076, 1.3033, 1.2966, 1.2902, 1.2897, 1.2887, 1.2883, 1.2879, 1.2816, 1.2815, 1.2809, 1.2803, 1.2797, 1.2793, 1.2736, 1.2716, 1.2686, 1.2679, 1.2639, 1.2635, 1.2605, 1.2574, 1.2564, 1.2563, 1.255, 1.2546, 1.2537, 1.2519, 1.2514, 1.2151, 1.2382, 1.2177, 1.224, 1.2333, 1.2168, 1.1939, 1.2138, 1.1961, 1.0631, 1.2108, 1.1901, 1.1234, 1.1596, 1.0916, 1.1415, 1.1297, 1.1412, 1.0644, 1.004, 0.8992, 0.1545, 1.1226, 0.8594, 0.8506, 0.7811, 0.1976, 0.745, 0.5801, 0.3833, 0.7224, 0.7216, 0.2057, -0.2209, 0.8798, -0.0007, 0.006, -0.5666, -0.362, 0.2681, -0.0298, -0.1592, -0.6445, -1.1659, 0.0897, 0.2522, -0.1697, -0.3862, 1.348, 1.3299, 1.3211, 1.3128, 1.3122, 1.3015, 1.2929, 1.2909, 1.2901, 1.29, 1.2855, 1.2852, 1.2851, 1.2812, 1.2777, 1.2768, 1.2746, 1.2733, 1.2719, 1.2682, 1.2611, 1.2602, 1.2573, 1.2568, 1.2491, 1.248, 1.2474, 1.2463, 1.2414, 1.2408, 1.201, 1.2132, 1.2266, 1.2333, 1.1989, 1.1699, 1.1413, 1.1215, 1.1972, 0.9579, 0.9916, 1.0853, 1.0199, 0.8499, 1.0562, 1.112, 0.8696, 0.8641, 0.8218, 0.8535, 0.8473, 0.8208, 0.7294, 0.6238, 0.8476, 0.943, 0.8092, 0.2776, 0.9465, 0.827, 0.7667, 0.5918, 0.3785, 0.6502, 0.5296, 0.3107, 0.4228, 0.7205, 0.4648, 0.3355, 0.2647, 0.4395, 0.4132, -0.7096, -0.322, 1.6469, 1.6463, 1.6422, 1.642, 1.6374, 1.6301, 1.6248, 1.6236, 1.6228, 1.6226, 1.6225, 1.6225, 1.6204, 1.6166, 1.615, 1.6137, 1.6127, 1.6124, 1.6112, 1.6099, 1.6078, 1.607, 1.6034, 1.602, 1.5995, 1.5995, 1.5995, 1.5943, 1.5932, 1.5917, 1.5914, 1.5806, 1.5853, 1.488, 1.5773, 1.5637, 1.5234, 1.4362, 1.4014, 1.4945, 1.2065, 1.4135, 1.5508, 1.3226, 1.2447, 0.7857, 0.1448, 1.0326, 0.0764, 0.946, 0.6745, 1.0881, 1.0165, 1.1645, -0.0467, 0.2159, 0.7791, 0.5499, -0.4396, 0.2907, -0.4448, -0.4918, 0.024, 2.121, 2.1133, 2.108, 2.1008, 2.0991, 2.0978, 2.086, 2.0835, 2.0764, 2.067, 2.0655, 2.0653, 2.0637, 2.0582, 2.0431, 2.0429, 2.037, 2.0193, 2.0157, 2.0155, 2.01, 2.0098, 2.0098, 2.0063, 2.0063, 1.9963, 1.9907, 1.9897, 1.9874, 1.9858, 1.9503, 1.9446, 1.9267, 1.8601, 1.8975, 1.8566, 1.9462, 1.8513, 1.8066, 1.6405, 1.7811, 1.7174, 1.4126, 1.2851, 1.8551, 1.5051, 1.3576, 1.4068, 1.5079, 1.3251, 1.1228, 0.611, 0.498, 0.428, 1.1992, 0.3184, 0.9781, 0.9293, -0.207, 0.6769, 0.6037, 0.2153, 0.2262, -0.15, 0.3351, 0.3337, 0.4106, 2.3307, 2.3187, 2.3136, 2.2908, 2.2893, 2.2848, 2.2812, 2.2809, 2.2779, 2.2693, 2.2591, 2.2538, 2.2496, 2.2434, 2.2371, 2.2344, 2.22, 2.2166, 2.2152, 2.214, 2.2124, 2.2106, 2.2061, 2.2016, 2.1922, 2.1922, 2.1922, 2.1922, 2.1921, 2.1919, 2.1725, 2.1459, 2.0198, 2.0351, 2.0904, 2.1472, 2.1311, 2.1354, 2.0705, 2.0081, 2.0257, 2.0276, 2.0948, 1.3589, 1.957, 1.7624, 1.9664, 1.7873, 1.7568, 1.2831, 1.359, 1.3469, 1.4973, 0.9822, 1.5382, 1.0263, 1.0609, 1.3817, 0.762, 1.1735, 1.0401, 0.9908, 1.1289, 1.495, 1.3101, 0.482, 0.7861, 0.7072, 0.8653, 0.6393, 0.0782, -0.3198, 0.1898, -1.218, -0.092, -0.089, -0.6963, -1.1277, 2.3866, 2.3746, 2.3661, 2.361, 2.3608, 2.3552, 2.3475, 2.3468, 2.3399, 2.339, 2.3389, 2.327, 2.3263, 2.3243, 2.3199, 2.3115, 2.309, 2.3061, 2.3051, 2.3037, 2.2987, 2.2936, 2.2896, 2.2888, 2.2826, 2.2817, 2.2736, 2.2668, 2.2664, 2.2664, 2.2557, 2.2485, 2.2289, 2.2349, 2.221, 2.091, 2.2328, 2.1523, 1.9168, 1.6014, 1.909, 1.8954, 1.3804, 1.461, 1.1837, 0.1665, 1.6889, 1.7889, 1.6607, 0.9618, 0.7837, 1.2189, 1.3026, 0.3428, 1.4836, 0.0143, 0.1859, -0.6034, -0.5071, 0.2117, -1.3838, 0.0848, 0.8842, 1.0291, 0.2805, -1.379, -1.0462, -0.6153]}, \"token.table\": {\"Topic\": [2, 1, 2, 4, 5, 3, 4, 2, 2, 3, 5, 6, 1, 2, 1, 2, 3, 4, 5, 6, 6, 5, 4, 1, 5, 1, 2, 3, 6, 1, 2, 3, 6, 1, 2, 3, 5, 6, 2, 1, 4, 5, 1, 6, 1, 2, 3, 4, 5, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 4, 1, 2, 3, 4, 5, 6, 2, 3, 4, 5, 4, 1, 2, 3, 4, 5, 6, 2, 3, 4, 5, 6, 1, 6, 5, 3, 1, 2, 4, 5, 6, 2, 3, 1, 2, 3, 4, 5, 2, 5, 1, 6, 5, 6, 4, 5, 6, 1, 2, 3, 4, 3, 1, 3, 4, 5, 6, 6, 3, 1, 1, 2, 3, 5, 6, 1, 2, 5, 6, 2, 1, 6, 3, 5, 5, 1, 1, 2, 3, 4, 5, 6, 1, 2, 5, 6, 1, 1, 4, 3, 1, 2, 3, 6, 5, 1, 1, 3, 2, 3, 4, 2, 5, 4, 1, 3, 6, 1, 6, 1, 2, 5, 6, 1, 2, 3, 4, 5, 6, 1, 2, 4, 4, 2, 3, 4, 1, 6, 1, 1, 6, 5, 2, 1, 2, 5, 6, 2, 5, 6, 6, 1, 3, 5, 1, 3, 2, 4, 2, 4, 5, 1, 5, 6, 2, 3, 5, 1, 5, 6, 1, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 2, 3, 1, 2, 4, 1, 2, 5, 6, 1, 2, 3, 5, 1, 2, 2, 5, 4, 6, 1, 2, 3, 5, 6, 2, 2, 1, 3, 1, 2, 3, 4, 6, 1, 2, 3, 4, 5, 6, 6, 2, 3, 4, 2, 3, 4, 5, 1, 3, 1, 2, 3, 4, 5, 1, 2, 5, 6, 1, 3, 1, 2, 3, 4, 5, 6, 1, 6, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 1, 2, 3, 5, 3, 1, 2, 3, 4, 5, 6, 2, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 6, 1, 4, 5, 6, 5, 5, 1, 4, 1, 2, 3, 4, 5, 6, 1, 2, 5, 1, 2, 3, 4, 5, 6, 5, 1, 5, 2, 4, 6, 1, 2, 3, 5, 6, 1, 2, 3, 4, 5, 6, 4, 6, 6, 2, 1, 6, 1, 2, 3, 4, 5, 6, 4, 3, 6, 4, 6, 1, 2, 4, 5, 6, 3, 4, 6, 3, 1, 2, 3, 4, 5, 6, 4, 1, 3, 6, 1, 3, 4, 5, 5, 6, 1, 2, 3, 4, 5, 6, 4, 1, 5, 6, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 1, 3, 6, 1, 2, 3, 4, 5, 6, 6, 1, 1, 2, 3, 4, 5, 6, 5, 6, 1, 5, 6, 4, 2, 6, 5, 4, 1, 6, 3, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 1, 2, 3, 6, 5, 2, 1, 2, 3, 5, 6, 1, 3, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6, 1, 3, 1, 4, 6, 4, 2, 6, 2, 6, 5, 1, 2, 3, 4, 3, 2, 6, 2, 5, 6, 2, 6, 1, 2, 3, 4, 6, 1, 6, 1, 4, 1, 2, 5, 3, 1, 2, 3, 4, 5, 6, 4, 5, 2, 5, 2, 6, 2, 1, 6, 6, 5, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 2, 3, 5, 1, 3, 1, 2, 3, 4, 5, 6, 3, 1, 5, 1, 2, 3, 4, 5, 6, 4, 2, 3, 4, 5, 2, 4, 1, 2, 3, 4, 6, 1, 2, 4, 5, 6, 1, 2, 6, 1, 4, 1, 2, 4, 5, 1, 1, 1, 2, 3, 4, 5, 6, 3, 3, 2, 3, 5, 6, 5, 1, 2, 4, 5, 6, 1, 5, 2, 1, 6, 1, 1, 1, 1, 2, 3, 4, 5, 6, 2, 4, 5, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 4, 5, 3, 1, 2, 3, 4, 5, 6, 3, 4, 2, 1, 2, 3, 4, 5, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6, 3, 1, 3, 6, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 1, 3, 2, 3, 5, 3, 3, 1, 4, 5, 1, 2, 4, 5, 6, 5, 6, 2, 4, 1, 2, 3, 5, 6, 2, 6, 5, 4, 4, 4, 1, 2, 3, 4, 5, 6, 3, 5, 1, 1, 2, 4, 6, 1, 2, 4, 1, 3, 4, 1, 2, 5, 6, 1, 3, 4, 1, 2, 3, 4, 5, 6, 1, 2, 6, 2, 4, 1, 2, 3, 5, 6, 1, 2, 3, 4, 5, 6, 1, 5, 4, 1, 2, 3, 4, 5, 6, 2, 3, 4, 5, 6, 2, 1, 2, 3, 4, 5, 6, 5, 1, 3, 4, 5, 6, 1, 2, 4, 6, 1, 3, 5, 6, 1, 6, 6, 6, 1, 2, 1, 2, 3, 4, 5, 6, 6, 4, 1, 5, 6, 1, 2, 6, 6, 1, 4, 1, 5, 1, 2, 3, 5, 1, 2, 3, 4, 5, 6, 1, 3, 6, 4, 6, 1, 2, 3, 4, 5, 6, 3, 1, 2, 3, 4, 5, 1, 2, 3, 4, 5, 2, 4, 5, 6, 2, 5, 3, 1, 2, 3, 5, 6, 1, 5, 1, 5, 1, 2, 3, 4, 5, 6, 3, 4, 1, 2, 3, 6, 1, 2, 3, 4, 5, 4, 1, 2, 3, 4, 5, 6], \"Freq\": [0.9028216231235379, 0.018208962206709575, 0.8011943370952214, 0.09104481103354788, 0.0728358488268383, 0.466398002625609, 0.5265783900611715, 0.9347710987339718, 0.8175713997592782, 0.03554658259822949, 0.07109316519645897, 0.07109316519645897, 0.9530835475939349, 0.9373897827021856, 0.1011324847769049, 0.5756772210377663, 0.007779421905915762, 0.15558843811831521, 0.11669132858873642, 0.04667653143549457, 0.8358437156932136, 0.9357535448634794, 0.9502999177548742, 0.945639723328842, 0.9086496265624052, 0.17182779296566628, 0.10309667577939978, 0.24055891015193281, 0.44675226171073235, 0.04599524142247311, 0.8739095870269891, 0.04599524142247311, 0.04599524142247311, 0.018722549065801987, 0.07489019626320795, 0.8612372570268914, 0.018722549065801987, 0.018722549065801987, 0.8077177534812469, 0.06973362342175021, 0.06973362342175021, 0.8542368869164402, 0.9101051439361454, 0.09101051439361453, 0.008507151498175282, 0.16163587846533037, 0.4849076353959911, 0.08507151498175282, 0.25521454494525847, 0.160327720985877, 0.14575247362352453, 0.05830098944940982, 0.2186287104352868, 0.20405346307293437, 0.20405346307293437, 0.11355722543505967, 0.5618094310997689, 0.11953392151058911, 0.0956271372084713, 0.03586017645317673, 0.07172035290635347, 0.8663129234514519, 0.05534576848163627, 0.5411586251537769, 0.2582802529143026, 0.04919623865034335, 0.07379435797551503, 0.024598119325171676, 0.42459436317086824, 0.036290116510330615, 0.4754005262853311, 0.06169319806756205, 0.863768356419342, 0.638260752335682, 0.045590053738263, 0.167163530373631, 0.060786738317684004, 0.060786738317684004, 0.030393369158842002, 0.6515502735992541, 0.12216567629986015, 0.2149210971941984, 0.009049309355545196, 0.002262327338886299, 0.9502076861030375, 0.9193239320665003, 0.8290251485400271, 0.9373316922952558, 0.06553551985739028, 0.7700423583243359, 0.01638387996434757, 0.06553551985739028, 0.08191939982173785, 0.9556748679548758, 0.9556013937250071, 0.03214258688454465, 0.03214258688454465, 0.0642851737690893, 0.3214258688454465, 0.5142813901527143, 0.15866684399566033, 0.7933342199783017, 0.07020759215048798, 0.8424911058058558, 0.13206510217456796, 0.7923906130474078, 0.22936119662602664, 0.6880835898780799, 0.9297235474237301, 0.06510891784707505, 0.032554458923537526, 0.8789703909355132, 0.8838484534423902, 0.960651961492527, 0.015937739095482496, 0.6056340856283348, 0.03187547819096499, 0.3346925210051324, 0.015937739095482496, 0.8572885632944216, 0.9687445637146488, 0.9785803428672747, 0.4717110243566115, 0.22198165852075835, 0.07630619511651068, 0.20117087803443726, 0.020810780486321095, 0.5772657259446135, 0.010495740471720244, 0.06297444283032147, 0.34635943556676807, 0.9768599507174052, 0.05215452405908655, 0.8866269090044713, 0.9093733195634374, 0.05349254820961396, 0.9414761111948382, 0.9600284167772856, 0.32561987457430097, 0.2889876386846921, 0.19537192474458057, 0.10989670766882657, 0.028491739025251334, 0.052913229618323905, 0.8272865901701589, 0.04866391706883288, 0.07299587560324933, 0.02433195853441644, 0.9505032549641493, 0.9173629176606954, 0.9152379056537937, 0.9727846033239086, 0.040425960710528897, 0.8893711356316358, 0.040425960710528897, 0.8703200842037335, 0.8574310029137773, 0.9933702777550947, 0.012717164405270197, 0.9792216592058052, 0.43603174722928584, 0.10678328503574347, 0.45382896140190976, 0.9225326498139527, 0.7830575088403666, 0.85642090703359, 0.4277861497765146, 0.562233225420562, 0.01222246142218613, 0.11713374664251637, 0.8199362264976147, 0.1186846454173299, 0.09494771633386391, 0.6883709434205134, 0.07121078725039794, 0.17597772337471712, 0.4602494303646448, 0.006768373975950659, 0.2910400809658783, 0.013536747951901318, 0.05414699180760527, 0.0219570021315353, 0.8343660809983413, 0.1097850106576765, 0.8409166570969927, 0.33096259837199643, 0.279249692376372, 0.3826755043676209, 0.5151346418985848, 0.4829387267799233, 0.9530315003601454, 0.9020607440352006, 0.07517172866960005, 0.8746109705409503, 0.8757832289808352, 0.28370866881138096, 0.03546358360142262, 0.07092716720284524, 0.6028809212241846, 0.1953109962987033, 0.7161403197619122, 0.06510366543290111, 0.8898452853188957, 0.11837980888166709, 0.03945993629388903, 0.8286586621716696, 0.06209375658338544, 0.9189875974341045, 0.4635736898663636, 0.5297985027044155, 0.17744377456044555, 0.7452638531538712, 0.07097750982417822, 0.05029568564751137, 0.05029568564751137, 0.9053223416552046, 0.9246722580843189, 0.9788536255667318, 0.7873958087257062, 0.1671026683894144, 0.5251798149381596, 0.2625899074690798, 0.9465757533011249, 0.26649924287275795, 0.38309266162958955, 0.1399121025081979, 0.1032684566131937, 0.08328101339773686, 0.019987443215456844, 0.28427785798351835, 0.22336117412990728, 0.06091668385361108, 0.04061112256907405, 0.0812222451381481, 0.3248889805525924, 0.9059693432441701, 0.9169430044225337, 0.04930791045996109, 0.19723164183984437, 0.7396186568994164, 0.6577609664308302, 0.2970533396784394, 0.01060904784565855, 0.031827143536975654, 0.06042486867986244, 0.12084973735972487, 0.06042486867986244, 0.7250984241583492, 0.9198747302026752, 0.9200005852187721, 0.1927796312059846, 0.7711185248239384, 0.9082895738960854, 0.8015338367888474, 0.5488721136973085, 0.04142431046772139, 0.3624627165925622, 0.031068232850791043, 0.020712155233860694, 0.9221725313627553, 0.9087583117575331, 0.9305815428403732, 0.9169430044225337, 0.19070297708114, 0.029338919550944618, 0.3960754139377523, 0.014669459775472309, 0.38140595416228, 0.21532634691783767, 0.3768211071062159, 0.19085744385899248, 0.058725367341228456, 0.029362683670614228, 0.12234451529422595, 0.9452650511493667, 0.3043249144289973, 0.04564873716434959, 0.6542985660223442, 0.5423880506114234, 0.06508656607337081, 0.10847761012228467, 0.28204178631794014, 0.9800349015249615, 0.023334164322022895, 0.16175496103772324, 0.647019844150893, 0.06221344655297048, 0.08709882517415868, 0.04977075724237638, 0.6252920890978314, 0.27095990527572694, 0.04168613927318877, 0.05210767409148596, 0.9685500473181774, 0.9169430044225337, 0.31061457271303644, 0.33087204484649535, 0.2183305329939459, 0.01050387443957128, 0.027009962844611865, 0.10278791415866181, 0.899211817192649, 0.07493431809938741, 0.348967785709903, 0.2926826589824993, 0.14071281681850928, 0.09005620276384593, 0.06754215207288444, 0.06191363940014408, 0.13908096722922075, 0.4666532453085696, 0.12261085268891829, 0.17751123448992648, 0.045750318167506826, 0.047580330894207094, 0.22082423968267115, 0.06624727190480134, 0.022082423968267113, 0.3091539355557396, 0.39748363142880805, 0.20759188625472705, 0.05189797156368176, 0.05189797156368176, 0.6227756587641812, 0.9022975122764091, 0.21293134470034392, 0.36609248737953864, 0.18117842487660843, 0.19051751894241298, 0.018678188131609114, 0.029885101010574584, 0.9182546442712549, 0.34483908659994955, 0.26333166613087056, 0.2821410708545042, 0.050158412596356304, 0.03134900787272269, 0.03134900787272269, 0.0056573605217809545, 0.6958553441790575, 0.05657360521780955, 0.1640634551316477, 0.07920304730493337, 0.0056573605217809545, 0.05521529316078388, 0.063103192183753, 0.007887899022969125, 0.5994803257456536, 0.2445248697120429, 0.023663697068907377, 0.7821356074806655, 0.16833951382693807, 0.11222634255129205, 0.6733580553077523, 0.05611317127564602, 0.9210803801414477, 0.8745538023360003, 0.05271216044708526, 0.922462807823992, 0.11900796548523906, 0.5679925625431864, 0.06491343571922131, 0.12441741846184085, 0.08655124762562841, 0.03786617083621243, 0.9038015072853511, 0.04952337026221102, 0.04952337026221102, 0.12107585368334155, 0.23577929401492828, 0.210289640607909, 0.140193093738606, 0.25489653407019275, 0.04460689346228373, 0.9005257389857251, 0.08980651724047424, 0.8980651724047424, 0.08697291935458165, 0.08697291935458165, 0.782756274191235, 0.5474703556874244, 0.1861399209337243, 0.14234229247873037, 0.07664584979623942, 0.04379762845499396, 0.09499450761128345, 0.30873214973667124, 0.035622940354231296, 0.43934959770218596, 0.09499450761128345, 0.035622940354231296, 0.9605747916928232, 0.022338948644019144, 0.9515709915767718, 0.8907607608674082, 0.96281997956524, 0.8016278874809161, 0.3881487095280602, 0.07057249264146548, 0.08821561580183186, 0.07057249264146548, 0.08821561580183186, 0.2999330937262283, 0.9445197795524886, 0.9663504543526319, 0.8123807737590568, 0.829339759457433, 0.12759073222422046, 0.042288154118738486, 0.11276841098330263, 0.7470907227643799, 0.042288154118738486, 0.042288154118738486, 0.9605276326230545, 0.8028931677751432, 0.17842070395003182, 0.9779952333703054, 0.15012641670338536, 0.23144489241771907, 0.32527390285733493, 0.08131847571433373, 0.1876580208792317, 0.01876580208792317, 0.9798333996386985, 0.027561320130847028, 0.937084884448799, 0.027561320130847028, 0.062186141681621974, 0.7151406293386526, 0.18655842504486592, 0.04145742778774798, 0.1336363906803434, 0.8018183440820602, 0.10308161916702431, 0.28862853366766805, 0.19585507641734617, 0.051540809583512155, 0.3607856670845851, 0.01030816191670243, 0.9530523348924644, 0.21222867104515938, 0.07074289034838646, 0.7074289034838646, 0.22628424664377433, 0.34935111762547616, 0.18261535694058983, 0.1627658616209605, 0.05557858689496212, 0.023819394383555195, 0.2588429149012355, 0.3414523558271617, 0.055072960617284145, 0.21478454640740818, 0.04405836849382732, 0.09362403304938305, 0.13512842152588536, 0.11433943359882608, 0.29104583097883, 0.09355044567176679, 0.35341279476000786, 0.010394493963529643, 0.8784587847575769, 0.08235551107102283, 0.054903674047348555, 0.39187871788247375, 0.14997827474514427, 0.25157646086282265, 0.07257013294119884, 0.029028053176479534, 0.10643619498042496, 0.875274441492269, 0.9242326542096988, 0.00825880839633661, 0.06607046717069288, 0.41294041981683055, 0.00825880839633661, 0.21472901830475188, 0.28079948547544475, 0.8745538023360003, 0.9527164054501005, 0.885918832220278, 0.05715605369163084, 0.05715605369163084, 0.9378111105383444, 0.9197076224572163, 0.9054872566744983, 0.749077915447329, 0.9388476593383084, 0.12033976152582593, 0.8423783306807815, 0.9241337768108353, 0.23789656122010036, 0.38658191198266306, 0.13877299404505855, 0.14372917240381064, 0.07434267538128136, 0.014868535076256273, 0.10834483053754217, 0.5823534641392891, 0.06771551908596385, 0.06094396717736747, 0.17606034962350603, 0.006771551908596385, 0.7688129926885592, 0.15531575609869883, 0.04271183292714218, 0.031063151219739765, 0.8745530061578555, 0.8095117015015144, 0.2130698731398999, 0.011837215174438883, 0.6510468345941386, 0.0710232910466333, 0.04734886069775553, 0.7229841311305404, 0.27111904917395263, 0.15972700272189608, 0.3702762335825773, 0.1379460478052739, 0.31219368713825146, 0.021780954916622193, 0.012756306690461442, 0.778134708118148, 0.14031937359507587, 0.03826892007138433, 0.025512613380922883, 0.8462054535463865, 0.12821294750702825, 0.5299370835087428, 0.055782850895657134, 0.39047995626959997, 0.9214491630043895, 0.2179898308271713, 0.7266327694239043, 0.8854546832506428, 0.08854546832506428, 0.7827232192054216, 0.8988999474979136, 0.09462104710504354, 0.15606623835279482, 0.8193477513521729, 0.9727988827436613, 0.155072294005784, 0.852897617031812, 0.9069295119014764, 0.03943171790875984, 0.03943171790875984, 0.8681653002037468, 0.08681653002037469, 0.3618786358824049, 0.22402010792720303, 0.08616157997200116, 0.06892926397760094, 0.24125242392160326, 0.16586232338461127, 0.8293116169230563, 0.9772622781567929, 0.8808659415203574, 0.7755516128132551, 0.14772411672633431, 0.07386205836316716, 0.9165400012910564, 0.17896365557020497, 0.6737455268525363, 0.03860000414259323, 0.028072730285522346, 0.05965455185673499, 0.017545456428451466, 0.2875949843355806, 0.6902279624053935, 0.10892356606984592, 0.7624649624889214, 0.9527890221131332, 0.940019471052177, 0.9190821156568092, 0.3737847661779512, 0.6074002450391708, 0.9229715082513654, 0.8745530061578555, 0.08244950223263879, 0.5858764629236921, 0.20466876436572687, 0.09408943195959955, 0.010669935583047373, 0.021339871166094745, 0.15124306460705905, 0.12280419775786847, 0.6321184495115545, 0.042658300273785886, 0.02973154261506289, 0.021975488019829095, 0.8533974382286518, 0.9359758960555773, 0.051998660891976516, 0.9669463518391856, 0.9700333787683615, 0.06471310816305267, 0.23111824343947385, 0.36978918950315814, 0.12480385145731587, 0.19413932448915802, 0.009244729737578955, 0.9635525122324151, 0.9088357549254367, 0.06991044268657205, 0.11484323002054075, 0.3691389536374524, 0.008203087858610054, 0.05742161501027038, 0.26249881147552173, 0.18867102074803124, 0.9431468061950455, 0.7455206113072647, 0.15143387417178814, 0.10483883596508409, 0.8876317639775387, 0.8173780730724032, 0.1021722591340504, 0.08917246943615459, 0.4384313080610934, 0.08917246943615459, 0.35668987774461836, 0.0297241564787182, 0.16731250389756244, 0.6469416817372414, 0.044616667706016654, 0.08923333541203331, 0.05577083463252082, 0.8831176520468369, 0.05406842767633695, 0.05406842767633695, 0.9388879833942472, 0.8795007827799253, 0.20854352265528628, 0.20854352265528628, 0.1459804658587004, 0.41708704531057256, 0.9502196219109367, 0.9431354024390424, 0.14914553922880866, 0.593267811599039, 0.01988607189717449, 0.14251684859641717, 0.0828586329048937, 0.009943035948587245, 0.9539824242712831, 0.9366312610606958, 0.14043988526274723, 0.18725318035032965, 0.09362659017516482, 0.5617595410509889, 0.7688849475726104, 0.5638685310270792, 0.029677291106688382, 0.019784860737792256, 0.15827888590233805, 0.22752589848461094, 0.11676075412173487, 0.817325278852144, 0.9547931930771233, 0.9290191516381562, 0.8959674411855407, 0.9604688398188465, 0.9554071517180629, 0.9731143390799347, 0.18633405698453928, 0.3245819057150039, 0.12622629666694596, 0.2284094892068546, 0.10819396857166798, 0.030053880158796658, 0.11875531489629905, 0.8114946517913769, 0.03958510496543302, 0.05023382987402145, 0.15070148962206437, 0.334892199160143, 0.08372304979003575, 0.36838141907615735, 0.01674460995800715, 0.13458952244383304, 0.51592650270136, 0.09720354398721275, 0.14954391382648116, 0.0523403698392684, 0.05981756553059246, 0.11352832563292894, 0.7946982794305026, 0.9516020266054662, 0.10484519219352217, 0.5176731364555157, 0.2359016824354249, 0.05897542060885622, 0.05569900835280866, 0.026211298048380544, 0.7808996476512012, 0.21903282799972718, 0.851208688505382, 0.03307950802920522, 0.02480963102190392, 0.7690985616790215, 0.02480963102190392, 0.1488577861314235, 0.12406256256188361, 0.20935557432317858, 0.17833993368270767, 0.04652346096070635, 0.3334181368850622, 0.11630865240176588, 0.2666345807619676, 0.45295754081249917, 0.10922380416755299, 0.02569971862765953, 0.09958640968218067, 0.04818697242686162, 0.19187213494650002, 0.35976025302468756, 0.19187213494650002, 0.059960042170781255, 0.08994006325617189, 0.10792807590740626, 0.9676348855338412, 0.8313770451996987, 0.12226133017642628, 0.04890453207057051, 0.18358246169550668, 0.033996752165834566, 0.4215597268563486, 0.35696589774126297, 0.006799350433166914, 0.015848116625172926, 0.5863803151313983, 0.005282705541724309, 0.14791575516828065, 0.2430044549193182, 0.07499643487970138, 0.8999572185564166, 0.08276611061400649, 0.08276611061400649, 0.8276611061400648, 0.9773529574599481, 0.9582646716865412, 0.9759982162161887, 0.9267634325023394, 0.8264895445940403, 0.16894726930063245, 0.10136836158037947, 0.06757890772025298, 0.5406312617620238, 0.10136836158037947, 0.8745607638945536, 0.9298560474171975, 0.8448985390280451, 0.821673132781646, 0.04440854930298824, 0.07771496128022942, 0.5218004543101118, 0.29975770779517064, 0.06661282395448236, 0.8751551712777512, 0.8278409570101654, 0.8834911978133768, 0.8850461826583708, 0.8824025107513259, 0.9215454421987566, 0.09146061773951521, 0.5690882881569835, 0.14904693261254331, 0.14565950232589459, 0.027099442293189693, 0.02032458171989227, 0.9845385726246401, 0.013486829761981371, 0.9407923594721581, 0.8004805875483293, 0.01703150186273041, 0.01703150186273041, 0.1703150186273041, 0.0950172127290554, 0.15836202121509235, 0.7284652975894248, 0.9437294251465512, 0.9554870562454179, 0.9214491630043895, 0.29420212939429646, 0.2022639639585788, 0.4045279279171576, 0.07355053234857412, 0.6262845003975568, 0.36631734928913695, 0.011816688686746355, 0.2563099621692777, 0.3268880676941513, 0.15972939671418757, 0.10400983972086632, 0.06314883125909741, 0.08915129118931399, 0.8783434196968629, 0.08365175425684408, 0.04182587712842204, 0.2836343133124207, 0.6854495905050167, 0.16648339003717413, 0.12948708114002433, 0.018498154448574902, 0.6844317145972714, 0.8086548843640656, 0.04331471986182131, 0.07554892999154879, 0.8380894633729147, 0.022161019464187647, 0.01813174319797171, 0.003021957199661952, 0.08498817040705911, 0.849881704070591, 0.7860453397758064, 0.3235574891550732, 0.3408138885766771, 0.11648069609582636, 0.09922429667422245, 0.06686854775871513, 0.05176919826481171, 0.40163337916739816, 0.02113859890354727, 0.4756184753298136, 0.052846497258868176, 0.052846497258868176, 0.8722865882557157, 0.1871431289926774, 0.1216430338452403, 0.5333579176291305, 0.04678578224816935, 0.056142938697803214, 0.06550009514743708, 0.907314969823901, 0.13153456266397506, 0.8476671816122838, 0.014614951407108341, 0.014614951407108341, 0.014614951407108341, 0.023568716730364564, 0.2121184505732811, 0.707061501910937, 0.04713743346072913, 0.048019695060757, 0.9283807711746352, 0.01600656502025233, 0.01600656502025233, 0.8429191387761138, 0.15804733852052136, 0.8288820670407605, 0.8842700858648987, 0.062211918748315574, 0.8709668624764181, 0.12010973336440507, 0.5876797668186963, 0.012868900003329114, 0.16300606670883544, 0.111530466695519, 0.008579266668886077, 0.9391495270016438, 0.9095972226287693, 0.19912630422869318, 0.6637543474289772, 0.06637543474289773, 0.224514587012689, 0.7551854290426813, 0.020410417001153546, 0.8123803315156426, 0.9126533915369599, 0.057040836971059994, 0.9765796084972028, 0.7691556821741162, 0.8281564156729019, 0.12547824479892453, 0.025095648959784906, 0.025095648959784906, 0.2314479911085927, 0.40021215129194154, 0.04821833148095681, 0.17358599333144453, 0.08197116351762658, 0.06750566407333954, 0.41834104513596265, 0.04183410451359627, 0.5020092541631552, 0.957710610790613, 0.902386010232629, 0.22661972974642963, 0.5968716825715823, 0.0287264446157446, 0.10533029692439687, 0.038301926154326135, 0.006383654359054356, 0.9857843489415035, 0.07959039984680553, 0.7163135986212499, 0.059692799885104154, 0.08953919982765624, 0.04974399990425346, 0.04333449203155431, 0.8341889716074204, 0.04333449203155431, 0.04333449203155431, 0.03250086902366573, 0.16009432898892303, 0.7737892567797947, 0.02668238816482051, 0.02668238816482051, 0.9487693174750825, 0.9287571713508166, 0.9506970735487468, 0.031179992665504565, 0.04365198973170639, 0.7982078122369168, 0.10601197506271552, 0.02494399413240365, 0.12761157620803032, 0.7656694572481819, 0.9697781489966049, 0.9266909136442063, 0.2921704834558174, 0.48034808296973375, 0.049520420924714814, 0.13370513649673, 0.019808168369885925, 0.02971225255482889, 0.10686414975595179, 0.8549131980476143, 0.45065125866383443, 0.0487190549906848, 0.060898818738356, 0.426291731168492, 0.820335764757192, 0.11446545554751517, 0.038155151849171724, 0.019077575924585862, 0.019077575924585862, 0.86955385491704, 0.1844718460860473, 0.18239912871429395, 0.4145434743506681, 0.15959923762500722, 0.03730891269156013, 0.020727173717533402], \"Term\": [\"abuse\", \"advice\", \"advice\", \"advice\", \"advice\", \"age\", \"age\", \"agent\", \"ago\", \"ago\", \"ago\", \"ago\", \"ally\", \"alot\", \"always\", \"always\", \"always\", \"always\", \"always\", \"always\", \"american\", \"angle\", \"ankle\", \"arbitrary\", \"arch\", \"area\", \"area\", \"area\", \"area\", \"around\", \"around\", \"around\", \"around\", \"assist\", \"assist\", \"assist\", \"assist\", \"assist\", \"athleticism\", \"attempt\", \"attempt\", \"attempt\", \"available\", \"available\", \"average\", \"average\", \"average\", \"average\", \"average\", \"away\", \"away\", \"away\", \"away\", \"away\", \"away\", \"back\", \"back\", \"back\", \"back\", \"back\", \"back\", \"backwards\", \"bad\", \"bad\", \"bad\", \"bad\", \"bad\", \"bad\", \"ball\", \"ball\", \"ball\", \"ball\", \"barrier\", \"base\", \"base\", \"base\", \"base\", \"base\", \"base\", \"basketball\", \"basketball\", \"basketball\", \"basketball\", \"basketball\", \"battlefield\", \"bear\", \"ben_simmon\", \"biggest_lead_longest_run\", \"bit\", \"bit\", \"bit\", \"bit\", \"bit\", \"blister\", \"blk_pf_pt\", \"block\", \"block\", \"block\", \"block\", \"block\", \"boost\", \"boost\", \"boss\", \"boss\", \"bot\", \"bot\", \"boy\", \"boy\", \"breathing\", \"buck\", \"buck\", \"buck\", \"bucket\", \"bull\", \"career\", \"career\", \"career\", \"career\", \"career\", \"cartilage\", \"celtic\", \"challenge\", \"change\", \"change\", \"change\", \"change\", \"change\", \"character\", \"character\", \"character\", \"character\", \"chat\", \"claim\", \"claim\", \"clipper\", \"clipper\", \"clock\", \"combat\", \"come\", \"come\", \"come\", \"come\", \"come\", \"come\", \"community\", \"community\", \"community\", \"community\", \"compensate\", \"compensation\", \"concentric\", \"conference\", \"confidence\", \"confidence\", \"confidence\", \"consciousness\", \"consistant\", \"content\", \"contract\", \"contract\", \"court\", \"court\", \"court\", \"cpu\", \"criticism\", \"crossover\", \"current\", \"current\", \"current\", \"custom\", \"custom\", \"damage\", \"damage\", \"damage\", \"damage\", \"day\", \"day\", \"day\", \"day\", \"day\", \"day\", \"decent\", \"decent\", \"decent\", \"defence\", \"defense\", \"defense\", \"defense\", \"degree\", \"degree\", \"deliver\", \"developer\", \"developer\", \"diagonal\", \"disconnect\", \"discussion\", \"discussion\", \"discussion\", \"discussion\", \"distance\", \"distance\", \"distance\", \"dot\", \"dps\", \"dps\", \"dps\", \"draft\", \"draft\", \"dribble\", \"dribble\", \"dunk\", \"dunk\", \"dunk\", \"duo\", \"duo\", \"duo\", \"ear\", \"eastern\", \"endurance\", \"enemy\", \"enemy\", \"enemy\", \"entry\", \"even\", \"even\", \"even\", \"even\", \"even\", \"even\", \"example\", \"example\", \"example\", \"example\", \"example\", \"example\", \"excitement\", \"exclude\", \"exercise\", \"exercise\", \"exercise\", \"experience\", \"experience\", \"experience\", \"experience\", \"extension\", \"extension\", \"extension\", \"extension\", \"extent\", \"fade\", \"fadeaway\", \"fadeaway\", \"fake\", \"false\", \"fan\", \"fan\", \"fan\", \"fan\", \"fan\", \"fareeha\", \"fast_break\", \"fee\", \"feeder\", \"final\", \"final\", \"final\", \"final\", \"final\", \"first\", \"first\", \"first\", \"first\", \"first\", \"first\", \"flight\", \"foot\", \"foot\", \"foot\", \"foul\", \"foul\", \"foul\", \"foul\", \"franchise\", \"franchise\", \"friend\", \"friend\", \"friend\", \"friend\", \"friend\", \"fun\", \"fun\", \"fun\", \"fun\", \"fund\", \"funding\", \"game\", \"game\", \"game\", \"game\", \"game\", \"game\", \"gameplay\", \"gameplay\", \"give\", \"give\", \"give\", \"give\", \"give\", \"give\", \"go\", \"go\", \"go\", \"go\", \"go\", \"go\", \"goal\", \"goal\", \"goal\", \"goal\", \"goal\", \"gold\", \"gold\", \"gold\", \"gold\", \"golden_state_warrior\", \"good\", \"good\", \"good\", \"good\", \"good\", \"good\", \"gpu\", \"great\", \"great\", \"great\", \"great\", \"great\", \"great\", \"guy\", \"guy\", \"guy\", \"guy\", \"guy\", \"guy\", \"hand\", \"hand\", \"hand\", \"hand\", \"hand\", \"hand\", \"headline\", \"heal\", \"heal\", \"heal\", \"heal\", \"healer\", \"hearing\", \"height\", \"height\", \"help\", \"help\", \"help\", \"help\", \"help\", \"help\", \"hero\", \"hero\", \"hero\", \"high\", \"high\", \"high\", \"high\", \"high\", \"high\", \"hof\", \"hook\", \"hook\", \"human\", \"human\", \"human\", \"idea\", \"idea\", \"idea\", \"idea\", \"idea\", \"improve\", \"improve\", \"improve\", \"improve\", \"improve\", \"improve\", \"inch\", \"inch\", \"index\", \"indoor\", \"initial\", \"insider\", \"interesting\", \"interesting\", \"interesting\", \"interesting\", \"interesting\", \"interesting\", \"iq\", \"jazz\", \"jiggie\", \"joint\", \"joint\", \"jump\", \"jump\", \"jump\", \"jump\", \"jump\", \"king\", \"knee\", \"knee\", \"laker\", \"last\", \"last\", \"last\", \"last\", \"last\", \"last\", \"layup\", \"leader\", \"leader\", \"leader\", \"league\", \"league\", \"league\", \"league\", \"leak\", \"leak\", \"leave\", \"leave\", \"leave\", \"leave\", \"leave\", \"leave\", \"legal\", \"link\", \"link\", \"link\", \"look\", \"look\", \"look\", \"look\", \"look\", \"look\", \"lot\", \"lot\", \"lot\", \"lot\", \"lot\", \"lot\", \"low\", \"low\", \"low\", \"low\", \"low\", \"low\", \"map\", \"map\", \"map\", \"may\", \"may\", \"may\", \"may\", \"may\", \"may\", \"meme\", \"minigame\", \"minute\", \"minute\", \"minute\", \"minute\", \"minute\", \"minute\", \"missing\", \"mixed\", \"mode\", \"mode\", \"mode\", \"months_ago\", \"mother\", \"mumbo\", \"mvps\", \"natural\", \"navigate\", \"navigate\", \"nba_com\", \"need\", \"need\", \"need\", \"need\", \"need\", \"need\", \"never\", \"never\", \"never\", \"never\", \"never\", \"never\", \"new\", \"new\", \"new\", \"new\", \"nicer\", \"nike\", \"number\", \"number\", \"number\", \"number\", \"number\", \"offer\", \"offer\", \"old\", \"old\", \"old\", \"old\", \"old\", \"open\", \"open\", \"open\", \"open\", \"open\", \"organization\", \"organization\", \"original\", \"original\", \"original\", \"orthotic\", \"outcome\", \"outcome\", \"outdoor\", \"outdoor\", \"overshoot\", \"overwatch\", \"overwatch\", \"owner\", \"owner\", \"pacer\", \"pad\", \"pad\", \"pain\", \"pain\", \"pain\", \"parent\", \"parent\", \"part\", \"part\", \"part\", \"part\", \"part\", \"particularly\", \"particularly\", \"party\", \"passionate\", \"pc\", \"pc\", \"pc\", \"pelican\", \"people\", \"people\", \"people\", \"people\", \"people\", \"people\", \"percentage\", \"percentage\", \"percentile\", \"percentile\", \"perimeter\", \"pgt\", \"pickup\", \"piece\", \"piece\", \"pilot\", \"plague\", \"play\", \"play\", \"play\", \"play\", \"play\", \"play\", \"player\", \"player\", \"player\", \"player\", \"player\", \"player\", \"playmaking\", \"playoff\", \"playoff\", \"plenty\", \"pm_pacific_box_score\", \"point\", \"point\", \"point\", \"point\", \"point\", \"point\", \"points_rebounds_assist\", \"pool\", \"pool\", \"post\", \"post\", \"post\", \"post\", \"post\", \"post\", \"pound\", \"practice\", \"practice\", \"practice\", \"practise\", \"pressure\", \"pressure\", \"pretty\", \"pretty\", \"pretty\", \"pretty\", \"pretty\", \"problem\", \"problem\", \"problem\", \"problem\", \"problem\", \"provide\", \"provide\", \"provide\", \"publisher\", \"pursue\", \"push\", \"push\", \"push\", \"push\", \"pve\", \"race\", \"really\", \"really\", \"really\", \"really\", \"really\", \"really\", \"recruit\", \"reddit_stream_must_click\", \"reduce\", \"reduce\", \"reduce\", \"reduce\", \"refined\", \"release\", \"release\", \"release\", \"release\", \"release\", \"reload\", \"reload\", \"rep\", \"representative\", \"resident_evil\", \"restriction\", \"restructure\", \"rework\", \"right\", \"right\", \"right\", \"right\", \"right\", \"right\", \"rim\", \"rim\", \"rim\", \"rule\", \"rule\", \"rule\", \"rule\", \"rule\", \"rule\", \"run\", \"run\", \"run\", \"run\", \"run\", \"run\", \"rythm\", \"rythm\", \"salary\", \"say\", \"say\", \"say\", \"say\", \"say\", \"say\", \"school\", \"school\", \"screw\", \"season\", \"season\", \"season\", \"season\", \"season\", \"second\", \"second\", \"second\", \"second\", \"second\", \"second\", \"see\", \"see\", \"see\", \"see\", \"see\", \"see\", \"seem\", \"seem\", \"seem\", \"seem\", \"seem\", \"seem\", \"senior\", \"series\", \"series\", \"series\", \"shoot\", \"shoot\", \"shoot\", \"shoot\", \"shoot\", \"shot\", \"shot\", \"shot\", \"shot\", \"shot\", \"sign\", \"sign\", \"silver\", \"silver\", \"silver\", \"simmon\", \"sixer\", \"skin\", \"skinny\", \"sleep\", \"slow\", \"slow\", \"slow\", \"slow\", \"slow\", \"smoke\", \"snapchat\", \"something\", \"sore\", \"source\", \"source\", \"source\", \"source\", \"source\", \"spalde\", \"speech\", \"spin\", \"sprain\", \"squat\", \"stare\", \"start\", \"start\", \"start\", \"start\", \"start\", \"start\", \"stat\", \"stat\", \"status\", \"story\", \"story\", \"story\", \"story\", \"strength\", \"strength\", \"strength\", \"succeed\", \"sun\", \"superfeet\", \"support\", \"support\", \"support\", \"support\", \"system\", \"system\", \"system\", \"take\", \"take\", \"take\", \"take\", \"take\", \"take\", \"talent\", \"talent\", \"talent\", \"tall\", \"tall\", \"tank\", \"tank\", \"tank\", \"tank\", \"tape\", \"team\", \"team\", \"team\", \"team\", \"team\", \"team\", \"tear\", \"tear\", \"tight\", \"time\", \"time\", \"time\", \"time\", \"time\", \"time\", \"tip\", \"tip\", \"tip\", \"tip\", \"tip\", \"tire\", \"top\", \"top\", \"top\", \"top\", \"top\", \"top\", \"topic\", \"total\", \"total\", \"total\", \"total\", \"total\", \"touch\", \"touch\", \"touch\", \"touch\", \"trade\", \"trade\", \"trade\", \"trade\", \"trailer\", \"trailer\", \"trait\", \"transformation\", \"trash\", \"trash\", \"try\", \"try\", \"try\", \"try\", \"try\", \"try\", \"tryna\", \"tryout\", \"ultimate\", \"ultimate\", \"ultimate\", \"understand\", \"understand\", \"understand\", \"underwater\", \"university\", \"university\", \"unpack\", \"unrealistic\", \"update\", \"update\", \"update\", \"update\", \"use\", \"use\", \"use\", \"use\", \"use\", \"use\", \"version\", \"version\", \"version\", \"vertical\", \"village\", \"want\", \"want\", \"want\", \"want\", \"want\", \"want\", \"warrior\", \"watch\", \"watch\", \"watch\", \"watch\", \"watch\", \"week\", \"week\", \"week\", \"week\", \"week\", \"weight\", \"weight\", \"weight\", \"weight\", \"whatsoever\", \"wiggin\", \"wilt\", \"win\", \"win\", \"win\", \"win\", \"win\", \"wise\", \"wise\", \"wonderful\", \"wondering\", \"work\", \"work\", \"work\", \"work\", \"work\", \"work\", \"workout\", \"workout\", \"world\", \"world\", \"world\", \"world\", \"worth\", \"worth\", \"worth\", \"worth\", \"worth\", \"wrist\", \"year\", \"year\", \"year\", \"year\", \"year\", \"year\"]}, \"R\": 30, \"lambda.step\": 0.01, \"plot.opts\": {\"xlab\": \"PC1\", \"ylab\": \"PC2\"}, \"topic.order\": [5, 3, 6, 2, 4, 1]};\n",
+              "\n",
+              "function LDAvis_load_lib(url, callback){\n",
+              "  var s = document.createElement('script');\n",
+              "  s.src = url;\n",
+              "  s.async = true;\n",
+              "  s.onreadystatechange = s.onload = callback;\n",
+              "  s.onerror = function(){console.warn(\"failed to load library \" + url);};\n",
+              "  document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
+              "}\n",
+              "\n",
+              "if(typeof(LDAvis) !== \"undefined\"){\n",
+              "   // already loaded: just create the visualization\n",
+              "   !function(LDAvis){\n",
+              "       new LDAvis(\"#\" + \"ldavis_el6151396311878263843333396304\", ldavis_el6151396311878263843333396304_data);\n",
+              "   }(LDAvis);\n",
+              "}else if(typeof define === \"function\" && define.amd){\n",
+              "   // require.js is available: use it to load d3/LDAvis\n",
+              "   require.config({paths: {d3: \"https://d3js.org/d3.v5\"}});\n",
+              "   require([\"d3\"], function(d3){\n",
+              "      window.d3 = d3;\n",
+              "      LDAvis_load_lib(\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.2.2/pyLDAvis/js/ldavis.v3.0.0.js\", function(){\n",
+              "        new LDAvis(\"#\" + \"ldavis_el6151396311878263843333396304\", ldavis_el6151396311878263843333396304_data);\n",
+              "      });\n",
+              "    });\n",
+              "}else{\n",
+              "    // require.js not available: dynamically load d3 & LDAvis\n",
+              "    LDAvis_load_lib(\"https://d3js.org/d3.v5.js\", function(){\n",
+              "         LDAvis_load_lib(\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.2.2/pyLDAvis/js/ldavis.v3.0.0.js\", function(){\n",
+              "                 new LDAvis(\"#\" + \"ldavis_el6151396311878263843333396304\", ldavis_el6151396311878263843333396304_data);\n",
+              "            })\n",
+              "         });\n",
+              "}\n",
+              "</script>"
+            ],
+            "text/plain": [
+              "PreparedData(topic_coordinates=              x         y  topics  cluster       Freq\n",
+              "topic                                                \n",
+              "4     -0.084467 -0.073092       1        1  26.586656\n",
+              "2     -0.062320  0.142625       2        1  25.038237\n",
+              "5      0.124700 -0.197664       3        1  18.918841\n",
+              "1      0.093410  0.191072       4        1  11.615811\n",
+              "3      0.126536  0.007160       5        1   9.144265\n",
+              "0     -0.197860 -0.070100       6        1   8.696191, topic_info=            Term        Freq       Total Category  logprob  loglift\n",
+              "341         team  992.000000  992.000000  Default  30.0000  30.0000\n",
+              "256       player  773.000000  773.000000  Default  29.0000  29.0000\n",
+              "1086       shoot  294.000000  294.000000  Default  28.0000  28.0000\n",
+              "4800  basketball  442.000000  442.000000  Default  27.0000  27.0000\n",
+              "3865        ball  275.000000  275.000000  Default  26.0000  26.0000\n",
+              "...          ...         ...         ...      ...      ...      ...\n",
+              "96          part   14.123312   58.030505   Topic6  -6.0269   1.0291\n",
+              "42        second   14.847208  128.967189   Topic6  -5.9769   0.2805\n",
+              "256       player   16.941607  773.589191   Topic6  -5.8450  -1.3790\n",
+              "7           good   16.355057  535.383835   Topic6  -5.8802  -1.0462\n",
+              "106          see   14.630849  311.287455   Topic6  -5.9916  -0.6153\n",
+              "\n",
+              "[459 rows x 6 columns], token_table=      Topic      Freq    Term\n",
+              "term                         \n",
+              "4282      2  0.902822   abuse\n",
+              "2859      1  0.018209  advice\n",
+              "2859      2  0.801194  advice\n",
+              "2859      4  0.091045  advice\n",
+              "2859      5  0.072836  advice\n",
+              "...     ...       ...     ...\n",
+              "294       2  0.182399    year\n",
+              "294       3  0.414543    year\n",
+              "294       4  0.159599    year\n",
+              "294       5  0.037309    year\n",
+              "294       6  0.020727    year\n",
+              "\n",
+              "[945 rows x 3 columns], R=30, lambda_step=0.01, plot_opts={'xlab': 'PC1', 'ylab': 'PC2'}, topic_order=[5, 3, 6, 2, 4, 1])"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 576x576 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          }
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"3103d2ff-1604-41eb-a254-516f0dfb0353\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    window.PLOTLYENV.BASE_URL='https://plot.ly';\n",
+              "                    \n",
+              "                if (document.getElementById(\"3103d2ff-1604-41eb-a254-516f0dfb0353\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '3103d2ff-1604-41eb-a254-516f0dfb0353',\n",
+              "                        [{\"marker\": {\"color\": \"rgba(255, 153, 51, 0.6)\", \"line\": {\"color\": \"rgba(255, 153, 51, 1.0)\", \"width\": 1}}, \"name\": \"count\", \"orientation\": \"v\", \"text\": \"\", \"type\": \"bar\", \"x\": [\"team\", \"game\", \"player\", \"play\", \"season\", \"stat\", \"year\", \"win\", \"good\", \"point\", \"go\", \"time\", \"say\", \"look\", \"last\", \"total\", \"start\", \"source\", \"bad\", \"basketball\", \"playoff\", \"laker\", \"see\", \"warrior\", \"minute\", \"far\", \"average\", \"even\", \"first\", \"trade\", \"top\", \"assist\", \"take\", \"big\", \"number\", \"come\", \"may\", \"draft\", \"defense\", \"points_rebounds_assist\", \"final\", \"back\", \"contract\", \"league\", \"leader\", \"great\", \"high\", \"record\", \"seem\", \"clipper\", \"eastern\", \"right\", \"career\", \"shoot\", \"fan\", \"lose\", \"current\", \"quarter\", \"give\", \"low\", \"buck\", \"lead\", \"offense\", \"people\", \"reddit_stream_must_click\", \"defensive\", \"many\", \"net\", \"score\", \"case\", \"miss\", \"need\", \"pick\", \"end\", \"ad\", \"guy\", \"sixer\", \"want\", \"pretty\", \"blk_pf_pt\", \"sign\", \"least\", \"thing\", \"really\", \"show\", \"better\", \"pm_pacific_box_score\", \"school\", \"leave\", \"lot\", \"new\", \"pass\", \"king\", \"level\", \"second\", \"use\", \"run\", \"change\", \"consider\", \"role\"], \"y\": [659, 362, 340, 239, 188, 183, 175, 131, 122, 85, 84, 75, 75, 73, 73, 66, 64, 61, 56, 56, 56, 54, 52, 51, 51, 51, 50, 50, 49, 48, 47, 47, 46, 45, 45, 44, 44, 43, 43, 43, 41, 41, 41, 40, 40, 39, 39, 39, 39, 36, 36, 35, 35, 34, 33, 32, 32, 31, 31, 30, 30, 29, 29, 29, 29, 28, 28, 28, 28, 28, 27, 27, 27, 26, 26, 26, 26, 26, 26, 25, 25, 25, 25, 25, 25, 24, 24, 24, 24, 24, 24, 24, 23, 23, 22, 22, 22, 21, 21, 21]}],\n",
+              "                        {\"legend\": {\"bgcolor\": \"#F5F6F9\", \"font\": {\"color\": \"#4D5663\"}}, \"paper_bgcolor\": \"#F5F6F9\", \"plot_bgcolor\": \"#F5F6F9\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Topic 5: Top 100 words after removing stop words\"}, \"xaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"\"}, \"zerolinecolor\": \"#E1E5ED\"}, \"yaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Count\"}, \"zerolinecolor\": \"#E1E5ED\"}},\n",
+              "                        {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\", \"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('3103d2ff-1604-41eb-a254-516f0dfb0353');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "name": "count",
+                  "text": "",
+                  "y": [
+                    659,
+                    362,
+                    340,
+                    239,
+                    188,
+                    183,
+                    175,
+                    131,
+                    122,
+                    85,
+                    84,
+                    75,
+                    75,
+                    73,
+                    73,
+                    66,
+                    64,
+                    61,
+                    56,
+                    56,
+                    56,
+                    54,
+                    52,
+                    51,
+                    51,
+                    51,
+                    50,
+                    50,
+                    49,
+                    48,
+                    47,
+                    47,
+                    46,
+                    45,
+                    45,
+                    44,
+                    44,
+                    43,
+                    43,
+                    43,
+                    41,
+                    41,
+                    41,
+                    40,
+                    40,
+                    39,
+                    39,
+                    39,
+                    39,
+                    36,
+                    36,
+                    35,
+                    35,
+                    34,
+                    33,
+                    32,
+                    32,
+                    31,
+                    31,
+                    30,
+                    30,
+                    29,
+                    29,
+                    29,
+                    29,
+                    28,
+                    28,
+                    28,
+                    28,
+                    28,
+                    27,
+                    27,
+                    27,
+                    26,
+                    26,
+                    26,
+                    26,
+                    26,
+                    26,
+                    25,
+                    25,
+                    25,
+                    25,
+                    25,
+                    25,
+                    24,
+                    24,
+                    24,
+                    24,
+                    24,
+                    24,
+                    24,
+                    23,
+                    23,
+                    22,
+                    22,
+                    22,
+                    21,
+                    21,
+                    21
+                  ],
+                  "marker": {
+                    "color": "rgba(255, 153, 51, 0.6)",
+                    "line": {
+                      "color": "rgba(255, 153, 51, 1.0)",
+                      "width": 1
+                    }
+                  },
+                  "x": [
+                    "team",
+                    "game",
+                    "player",
+                    "play",
+                    "season",
+                    "stat",
+                    "year",
+                    "win",
+                    "good",
+                    "point",
+                    "go",
+                    "time",
+                    "say",
+                    "look",
+                    "last",
+                    "total",
+                    "start",
+                    "source",
+                    "bad",
+                    "basketball",
+                    "playoff",
+                    "laker",
+                    "see",
+                    "warrior",
+                    "minute",
+                    "far",
+                    "average",
+                    "even",
+                    "first",
+                    "trade",
+                    "top",
+                    "assist",
+                    "take",
+                    "big",
+                    "number",
+                    "come",
+                    "may",
+                    "draft",
+                    "defense",
+                    "points_rebounds_assist",
+                    "final",
+                    "back",
+                    "contract",
+                    "league",
+                    "leader",
+                    "great",
+                    "high",
+                    "record",
+                    "seem",
+                    "clipper",
+                    "eastern",
+                    "right",
+                    "career",
+                    "shoot",
+                    "fan",
+                    "lose",
+                    "current",
+                    "quarter",
+                    "give",
+                    "low",
+                    "buck",
+                    "lead",
+                    "offense",
+                    "people",
+                    "reddit_stream_must_click",
+                    "defensive",
+                    "many",
+                    "net",
+                    "score",
+                    "case",
+                    "miss",
+                    "need",
+                    "pick",
+                    "end",
+                    "ad",
+                    "guy",
+                    "sixer",
+                    "want",
+                    "pretty",
+                    "blk_pf_pt",
+                    "sign",
+                    "least",
+                    "thing",
+                    "really",
+                    "show",
+                    "better",
+                    "pm_pacific_box_score",
+                    "school",
+                    "leave",
+                    "lot",
+                    "new",
+                    "pass",
+                    "king",
+                    "level",
+                    "second",
+                    "use",
+                    "run",
+                    "change",
+                    "consider",
+                    "role"
+                  ],
+                  "type": "bar",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly",
+                "linkText": "Export to plot.ly",
+                "showLink": true
+              },
+              "layout": {
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "title": {
+                  "text": "Topic 5: Top 100 words after removing stop words",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                },
+                "paper_bgcolor": "#F5F6F9",
+                "plot_bgcolor": "#F5F6F9",
+                "yaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "Count",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "xaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "legend": {
+                  "bgcolor": "#F5F6F9",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                }
+              }
+            }
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 1000
+        },
+        "id": "3nXH69857UJe",
+        "outputId": "b23704b1-d652-4634-b780-e886a1f18866"
+      },
+      "source": [
+        "plot_model(lda, plot='bigram', topic_num = 'Topic 5')\n",
+        "plot_model(lda, plot='trigram', topic_num = 'Topic 5')\n",
+        "plot_model(lda, plot='distribution', topic_num = 'Topic 5')\n",
+        "plot_model(lda, plot='sentiment', topic_num = 'Topic 5')"
+      ],
+      "id": "3nXH69857UJe",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"ed58fc5d-180d-4f92-bc4b-b0d888df4c77\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    window.PLOTLYENV.BASE_URL='https://plot.ly';\n",
+              "                    \n",
+              "                if (document.getElementById(\"ed58fc5d-180d-4f92-bc4b-b0d888df4c77\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        'ed58fc5d-180d-4f92-bc4b-b0d888df4c77',\n",
+              "                        [{\"marker\": {\"color\": \"rgba(255, 153, 51, 0.6)\", \"line\": {\"color\": \"rgba(255, 153, 51, 1.0)\", \"width\": 1}}, \"name\": \"count\", \"orientation\": \"v\", \"text\": \"\", \"type\": \"bar\", \"x\": [\"player stat\", \"team stat\", \"game team\", \"stat team\", \"team play\", \"team team\", \"eastern game\", \"team leader\", \"leader team\", \"team points_rebounds_assist\", \"total team\", \"team total\", \"play play\", \"last year\", \"team player\", \"last season\", \"win win\", \"game game\", \"player player\", \"team biggest_lead_longest_run\", \"game summary_location\", \"good player\", \"play nba_com\", \"team pts_fg_fg_ft\", \"reddit_stream_must_click link_comment_page\", \"year old\", \"reddit_stream_must_click game\", \"pre game\", \"win team\", \"game summary_location_staples_center\", \"point game\", \"assist player\", \"role player\", \"biggest_lead_longest_run team\", \"game season\", \"far season\", \"career high\", \"basketball player\", \"start season\", \"clipper team\", \"come back\", \"top player\", \"play game\", \"young player\", \"game last\", \"game play\", \"player league\", \"year team\", \"approximately year\", \"points_rebounds_assist player\", \"team good\", \"player assist\", \"year approximately\", \"win rate\", \"win game\", \"team year\", \"summary_location_staples_center team\", \"game summary_location_chase_center\", \"season average\", \"player name\", \"individual player\", \"lead team\", \"play season\", \"minute game\", \"low career\", \"playoff run\", \"minute together\", \"people say\", \"link_comment_page game\", \"draft pick\", \"far good\", \"entire league\", \"top team\", \"draw eubank\", \"undrafted player\", \"draft draft\", \"first game\", \"western conference\", \"wilt lose\", \"box_scores_nba_yahoo game\", \"point assist\", \"player say\", \"phoenix_suns team\", \"percentile entire\", \"first year\", \"star player\", \"source say\", \"outscore opponent\", \"opponent point\", \"miss game\", \"game win\", \"golden_state_warrior player\", \"good defensive\", \"queue time\", \"good record\", \"quarter minute\", \"portland_trail_blazer los_angeles_clipper\", \"san_antonio_spur team\", \"team cap\", \"enemy team\"], \"y\": [69, 63, 61, 59, 41, 39, 34, 34, 34, 33, 33, 31, 30, 29, 26, 25, 24, 24, 22, 21, 17, 17, 16, 14, 14, 14, 11, 10, 10, 10, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4]}],\n",
+              "                        {\"legend\": {\"bgcolor\": \"#F5F6F9\", \"font\": {\"color\": \"#4D5663\"}}, \"paper_bgcolor\": \"#F5F6F9\", \"plot_bgcolor\": \"#F5F6F9\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Topic 5: Top 100 bigrams after removing stop words\"}, \"xaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"\"}, \"zerolinecolor\": \"#E1E5ED\"}, \"yaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Count\"}, \"zerolinecolor\": \"#E1E5ED\"}},\n",
+              "                        {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\", \"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('ed58fc5d-180d-4f92-bc4b-b0d888df4c77');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "name": "count",
+                  "text": "",
+                  "y": [
+                    69,
+                    63,
+                    61,
+                    59,
+                    41,
+                    39,
+                    34,
+                    34,
+                    34,
+                    33,
+                    33,
+                    31,
+                    30,
+                    29,
+                    26,
+                    25,
+                    24,
+                    24,
+                    22,
+                    21,
+                    17,
+                    17,
+                    16,
+                    14,
+                    14,
+                    14,
+                    11,
+                    10,
+                    10,
+                    10,
+                    9,
+                    9,
+                    9,
+                    9,
+                    9,
+                    8,
+                    8,
+                    8,
+                    8,
+                    8,
+                    8,
+                    8,
+                    8,
+                    7,
+                    7,
+                    7,
+                    7,
+                    7,
+                    7,
+                    7,
+                    7,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    6,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    4,
+                    4
+                  ],
+                  "marker": {
+                    "color": "rgba(255, 153, 51, 0.6)",
+                    "line": {
+                      "color": "rgba(255, 153, 51, 1.0)",
+                      "width": 1
+                    }
+                  },
+                  "x": [
+                    "player stat",
+                    "team stat",
+                    "game team",
+                    "stat team",
+                    "team play",
+                    "team team",
+                    "eastern game",
+                    "team leader",
+                    "leader team",
+                    "team points_rebounds_assist",
+                    "total team",
+                    "team total",
+                    "play play",
+                    "last year",
+                    "team player",
+                    "last season",
+                    "win win",
+                    "game game",
+                    "player player",
+                    "team biggest_lead_longest_run",
+                    "game summary_location",
+                    "good player",
+                    "play nba_com",
+                    "team pts_fg_fg_ft",
+                    "reddit_stream_must_click link_comment_page",
+                    "year old",
+                    "reddit_stream_must_click game",
+                    "pre game",
+                    "win team",
+                    "game summary_location_staples_center",
+                    "point game",
+                    "assist player",
+                    "role player",
+                    "biggest_lead_longest_run team",
+                    "game season",
+                    "far season",
+                    "career high",
+                    "basketball player",
+                    "start season",
+                    "clipper team",
+                    "come back",
+                    "top player",
+                    "play game",
+                    "young player",
+                    "game last",
+                    "game play",
+                    "player league",
+                    "year team",
+                    "approximately year",
+                    "points_rebounds_assist player",
+                    "team good",
+                    "player assist",
+                    "year approximately",
+                    "win rate",
+                    "win game",
+                    "team year",
+                    "summary_location_staples_center team",
+                    "game summary_location_chase_center",
+                    "season average",
+                    "player name",
+                    "individual player",
+                    "lead team",
+                    "play season",
+                    "minute game",
+                    "low career",
+                    "playoff run",
+                    "minute together",
+                    "people say",
+                    "link_comment_page game",
+                    "draft pick",
+                    "far good",
+                    "entire league",
+                    "top team",
+                    "draw eubank",
+                    "undrafted player",
+                    "draft draft",
+                    "first game",
+                    "western conference",
+                    "wilt lose",
+                    "box_scores_nba_yahoo game",
+                    "point assist",
+                    "player say",
+                    "phoenix_suns team",
+                    "percentile entire",
+                    "first year",
+                    "star player",
+                    "source say",
+                    "outscore opponent",
+                    "opponent point",
+                    "miss game",
+                    "game win",
+                    "golden_state_warrior player",
+                    "good defensive",
+                    "queue time",
+                    "good record",
+                    "quarter minute",
+                    "portland_trail_blazer los_angeles_clipper",
+                    "san_antonio_spur team",
+                    "team cap",
+                    "enemy team"
+                  ],
+                  "type": "bar",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly",
+                "linkText": "Export to plot.ly",
+                "showLink": true
+              },
+              "layout": {
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "title": {
+                  "text": "Topic 5: Top 100 bigrams after removing stop words",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                },
+                "paper_bgcolor": "#F5F6F9",
+                "plot_bgcolor": "#F5F6F9",
+                "yaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "Count",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "xaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "legend": {
+                  "bgcolor": "#F5F6F9",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                }
+              }
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"a62f00b3-904d-4dac-9c5d-688a9ded0eb7\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    window.PLOTLYENV.BASE_URL='https://plot.ly';\n",
+              "                    \n",
+              "                if (document.getElementById(\"a62f00b3-904d-4dac-9c5d-688a9ded0eb7\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        'a62f00b3-904d-4dac-9c5d-688a9ded0eb7',\n",
+              "                        [{\"marker\": {\"color\": \"rgba(255, 153, 51, 0.6)\", \"line\": {\"color\": \"rgba(255, 153, 51, 1.0)\", \"width\": 1}}, \"name\": \"count\", \"orientation\": \"v\", \"text\": \"\", \"type\": \"bar\", \"x\": [\"team stat team\", \"team leader team\", \"leader team points_rebounds_assist\", \"game team play\", \"team play play\", \"total team stat\", \"team total team\", \"eastern game game\", \"game game team\", \"win win win\", \"team player stat\", \"stat team team\", \"stat team pts_fg_fg_ft\", \"play play nba_com\", \"stat team player\", \"player player player\", \"game team total\", \"team team biggest_lead_longest_run\", \"game team stat\", \"team biggest_lead_longest_run team\", \"biggest_lead_longest_run team leader\", \"assist player player\", \"team points_rebounds_assist player\", \"points_rebounds_assist player stat\", \"team team leader\", \"team team stat\", \"team team team\", \"reddit_stream_must_click game team\", \"game summary_location_staples_center team\", \"player player name\", \"year approximately year\", \"golden_state_warrior player stat\", \"percentile entire league\", \"outscore opponent point\", \"quarter minute together\", \"approximately year approximately\", \"summary_location_staples_center team total\", \"reddit_stream_must_click link_comment_page game\", \"draw eubank devin\", \"team total clipper\", \"game summary_location team\", \"team pts_fg_fg_ft clipper\", \"league low career\", \"game summary_location fedexforum\", \"total clipper team\", \"game center_us_pm_central game\", \"percentage percentile entire\", \"entire league low\", \"eastern game center_us_pm_central\", \"play play pm_pacific_box_score\", \"team pts_fg_fg_ft team\", \"summary_location team stat\", \"clipper team stat\", \"pm_central game team\", \"pts_fg_fg_ft player stat\", \"portland_trail_blazer los_angeles_clipper team\", \"simon cody snell\", \"caper team total\", \"center_us_pm_central game team\", \"team pts_fg_fg_ft player\", \"box_scores_nba_yahoo game summary_location\", \"total team player\", \"total team team\", \"game arena game\", \"eastern game arena\", \"game last season\", \"biggest_lead_longest_run golden_state_warrior team\", \"cha hornet blk_pf_pt\", \"away score home\", \"warrior reddit_stream_must_click game\", \"tip away score\", \"thread index tip\", \"arena game team\", \"last season average\", \"game thread index\", \"golden_state_warrior team leader\", \"reddit_stream_must_click game summary_location_chase_center\", \"score home pgt\", \"pts_fg_fg_ft team biggest_lead_longest_run\", \"portland_trail_blazer phoenix_suns team\", \"player stat mil_milwaukee_buck\", \"player stat ind_indiana_pacer\", \"player stat dal\", \"player stat cha_charlotte_hornet\", \"stat buck blk_pf_pt\", \"player stat buck\", \"player stat bkn_brooklyn_net\", \"stat cha hornet\", \"play nba_com pacer\", \"play mkebuck pm_pacific_box_score\", \"play heat pm_pacific_box_score\", \"team biggest_lead_longest_run golden_state_warrior\", \"team points_rebounds_assist giannis_antetokounmpo\", \"nba_com pacer pm_pacific_box_score\", \"lose lose situation\", \"los_angeles_clipper player stat\", \"rocket mortgage fieldhouse\", \"jazz blk_pf_pt rudy_gobert_donovan_mitchell\", \"index tip away\", \"player stat cha\"], \"y\": [59, 34, 33, 32, 27, 25, 22, 19, 19, 19, 17, 15, 14, 14, 14, 13, 12, 11, 10, 9, 9, 8, 7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3]}],\n",
+              "                        {\"legend\": {\"bgcolor\": \"#F5F6F9\", \"font\": {\"color\": \"#4D5663\"}}, \"paper_bgcolor\": \"#F5F6F9\", \"plot_bgcolor\": \"#F5F6F9\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Topic 5: Top 100 trigrams after removing stop words\"}, \"xaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"\"}, \"zerolinecolor\": \"#E1E5ED\"}, \"yaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Count\"}, \"zerolinecolor\": \"#E1E5ED\"}},\n",
+              "                        {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\", \"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('a62f00b3-904d-4dac-9c5d-688a9ded0eb7');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "name": "count",
+                  "text": "",
+                  "y": [
+                    59,
+                    34,
+                    33,
+                    32,
+                    27,
+                    25,
+                    22,
+                    19,
+                    19,
+                    19,
+                    17,
+                    15,
+                    14,
+                    14,
+                    14,
+                    13,
+                    12,
+                    11,
+                    10,
+                    9,
+                    9,
+                    8,
+                    7,
+                    7,
+                    7,
+                    7,
+                    7,
+                    6,
+                    6,
+                    6,
+                    6,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    5,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    4,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3,
+                    3
+                  ],
+                  "marker": {
+                    "color": "rgba(255, 153, 51, 0.6)",
+                    "line": {
+                      "color": "rgba(255, 153, 51, 1.0)",
+                      "width": 1
+                    }
+                  },
+                  "x": [
+                    "team stat team",
+                    "team leader team",
+                    "leader team points_rebounds_assist",
+                    "game team play",
+                    "team play play",
+                    "total team stat",
+                    "team total team",
+                    "eastern game game",
+                    "game game team",
+                    "win win win",
+                    "team player stat",
+                    "stat team team",
+                    "stat team pts_fg_fg_ft",
+                    "play play nba_com",
+                    "stat team player",
+                    "player player player",
+                    "game team total",
+                    "team team biggest_lead_longest_run",
+                    "game team stat",
+                    "team biggest_lead_longest_run team",
+                    "biggest_lead_longest_run team leader",
+                    "assist player player",
+                    "team points_rebounds_assist player",
+                    "points_rebounds_assist player stat",
+                    "team team leader",
+                    "team team stat",
+                    "team team team",
+                    "reddit_stream_must_click game team",
+                    "game summary_location_staples_center team",
+                    "player player name",
+                    "year approximately year",
+                    "golden_state_warrior player stat",
+                    "percentile entire league",
+                    "outscore opponent point",
+                    "quarter minute together",
+                    "approximately year approximately",
+                    "summary_location_staples_center team total",
+                    "reddit_stream_must_click link_comment_page game",
+                    "draw eubank devin",
+                    "team total clipper",
+                    "game summary_location team",
+                    "team pts_fg_fg_ft clipper",
+                    "league low career",
+                    "game summary_location fedexforum",
+                    "total clipper team",
+                    "game center_us_pm_central game",
+                    "percentage percentile entire",
+                    "entire league low",
+                    "eastern game center_us_pm_central",
+                    "play play pm_pacific_box_score",
+                    "team pts_fg_fg_ft team",
+                    "summary_location team stat",
+                    "clipper team stat",
+                    "pm_central game team",
+                    "pts_fg_fg_ft player stat",
+                    "portland_trail_blazer los_angeles_clipper team",
+                    "simon cody snell",
+                    "caper team total",
+                    "center_us_pm_central game team",
+                    "team pts_fg_fg_ft player",
+                    "box_scores_nba_yahoo game summary_location",
+                    "total team player",
+                    "total team team",
+                    "game arena game",
+                    "eastern game arena",
+                    "game last season",
+                    "biggest_lead_longest_run golden_state_warrior team",
+                    "cha hornet blk_pf_pt",
+                    "away score home",
+                    "warrior reddit_stream_must_click game",
+                    "tip away score",
+                    "thread index tip",
+                    "arena game team",
+                    "last season average",
+                    "game thread index",
+                    "golden_state_warrior team leader",
+                    "reddit_stream_must_click game summary_location_chase_center",
+                    "score home pgt",
+                    "pts_fg_fg_ft team biggest_lead_longest_run",
+                    "portland_trail_blazer phoenix_suns team",
+                    "player stat mil_milwaukee_buck",
+                    "player stat ind_indiana_pacer",
+                    "player stat dal",
+                    "player stat cha_charlotte_hornet",
+                    "stat buck blk_pf_pt",
+                    "player stat buck",
+                    "player stat bkn_brooklyn_net",
+                    "stat cha hornet",
+                    "play nba_com pacer",
+                    "play mkebuck pm_pacific_box_score",
+                    "play heat pm_pacific_box_score",
+                    "team biggest_lead_longest_run golden_state_warrior",
+                    "team points_rebounds_assist giannis_antetokounmpo",
+                    "nba_com pacer pm_pacific_box_score",
+                    "lose lose situation",
+                    "los_angeles_clipper player stat",
+                    "rocket mortgage fieldhouse",
+                    "jazz blk_pf_pt rudy_gobert_donovan_mitchell",
+                    "index tip away",
+                    "player stat cha"
+                  ],
+                  "type": "bar",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly",
+                "linkText": "Export to plot.ly",
+                "showLink": true
+              },
+              "layout": {
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "title": {
+                  "text": "Topic 5: Top 100 trigrams after removing stop words",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                },
+                "paper_bgcolor": "#F5F6F9",
+                "plot_bgcolor": "#F5F6F9",
+                "yaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "Count",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "xaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "legend": {
+                  "bgcolor": "#F5F6F9",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                }
+              }
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"004890c6-7d03-4033-b6e0-f572ad757ab4\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    window.PLOTLYENV.BASE_URL='https://plot.ly';\n",
+              "                    \n",
+              "                if (document.getElementById(\"004890c6-7d03-4033-b6e0-f572ad757ab4\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '004890c6-7d03-4033-b6e0-f572ad757ab4',\n",
+              "                        [{\"histfunc\": \"count\", \"histnorm\": \"\", \"marker\": {\"color\": \"rgba(255, 153, 51, 1.0)\", \"line\": {\"color\": \"#000000\", \"width\": 1.3}}, \"name\": \"post\", \"nbinsx\": 100, \"opacity\": 0.8, \"orientation\": \"v\", \"type\": \"histogram\", \"x\": [4, 24, 1, 54, 29, 99, 7, 205, 47, 20, 30, 27, 20, 6, 26, 7, 4, 3, 87, 16, 26, 5, 15, 33, 51, 120, 10, 68, 23, 10, 66, 11, 99, 11, 36, 23, 53, 63, 8, 41, 13, 22, 8, 14, 7, 11, 27, 54, 13, 11, 33, 27, 7, 9, 5, 36, 27, 65, 54, 22, 27, 22, 20, 30, 31, 12, 13, 36, 30, 52, 31, 29, 26, 24, 23, 28, 127, 35, 69, 21, 4, 18, 3, 15, 10, 20, 24, 15, 10, 11, 14, 10, 12, 17, 8, 18, 30, 16, 9, 17, 18, 10, 13, 21, 12, 10, 17, 17, 19, 12, 10, 11, 9, 16, 14, 13, 14, 15, 16, 11, 11, 11, 15, 7, 33, 13, 30, 31, 8, 91, 32, 40, 37, 32, 39, 27, 21, 5, 31, 35, 31, 21, 39, 78, 16, 7, 1, 10, 44, 21, 9, 42, 32, 23, 14, 33, 28, 43, 5, 25, 145, 46, 35, 32, 61, 4, 66, 41, 20, 22, 15, 99, 13, 11, 16, 57, 9, 12, 15, 16, 11, 41, 7, 20, 34, 158, 26, 301, 66, 21, 39, 12, 135, 25, 15, 76, 22, 17, 18, 67, 73, 34, 82, 24, 7, 38, 63, 438, 14, 40, 3, 19, 197, 22, 19, 14, 50, 37, 21, 20, 39, 21, 93, 5, 141, 25, 8, 9, 20, 13, 13, 13, 8, 8, 12, 15, 11, 17, 25, 13, 16, 10, 9, 21, 17, 11, 4, 13, 9, 18, 17, 8, 34, 38, 5, 29, 34, 31, 18, 31, 151, 25, 10, 239, 36, 25, 21, 18, 25, 10, 19, 37, 19, 49, 19, 51, 27, 16, 28, 14, 8, 32, 43, 31, 23, 43, 2, 31, 33, 22, 68, 59, 42, 15, 28, 13, 7, 38, 35, 42, 16, 35, 13, 39, 18, 11, 5, 4, 14, 57, 14, 29, 9, 33, 11, 37, 17, 16, 13, 28, 24, 24, 13, 14, 33, 11, 9, 24, 9, 36, 26, 17, 119, 40, 35, 10, 13, 21, 125, 23, 15, 39, 40, 30, 38, 30, 10, 21, 4, 16, 30, 1, 12, 61, 8, 14, 2, 26, 1, 3, 19, 37, 34, 31, 6, 14, 2, 4, 4, 30, 70, 30, 4, 5, 18, 3, 21, 11, 3, 2, 3, 24, 12, 5, 20, 17, 6, 2, 106, 5, 28, 12, 7, 37, 14, 30, 12, 49, 1, 12, 1464, 3, 6, 6]}],\n",
+              "                        {\"barmode\": \"overlay\", \"legend\": {\"bgcolor\": \"#F5F6F9\", \"font\": {\"color\": \"#4D5663\"}}, \"paper_bgcolor\": \"#F5F6F9\", \"plot_bgcolor\": \"#F5F6F9\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Topic 5: Word Count Distribution\"}, \"xaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"word count\"}, \"zerolinecolor\": \"#E1E5ED\"}, \"yaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"count\"}, \"zerolinecolor\": \"#E1E5ED\"}},\n",
+              "                        {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\", \"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('004890c6-7d03-4033-b6e0-f572ad757ab4');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "opacity": 0.8,
+                  "name": "post",
+                  "histnorm": "",
+                  "nbinsx": 100,
+                  "histfunc": "count",
+                  "marker": {
+                    "color": "rgba(255, 153, 51, 1.0)",
+                    "line": {
+                      "color": "#000000",
+                      "width": 1.3
+                    }
+                  },
+                  "x": [
+                    4,
+                    24,
+                    1,
+                    54,
+                    29,
+                    99,
+                    7,
+                    205,
+                    47,
+                    20,
+                    30,
+                    27,
+                    20,
+                    6,
+                    26,
+                    7,
+                    4,
+                    3,
+                    87,
+                    16,
+                    26,
+                    5,
+                    15,
+                    33,
+                    51,
+                    120,
+                    10,
+                    68,
+                    23,
+                    10,
+                    66,
+                    11,
+                    99,
+                    11,
+                    36,
+                    23,
+                    53,
+                    63,
+                    8,
+                    41,
+                    13,
+                    22,
+                    8,
+                    14,
+                    7,
+                    11,
+                    27,
+                    54,
+                    13,
+                    11,
+                    33,
+                    27,
+                    7,
+                    9,
+                    5,
+                    36,
+                    27,
+                    65,
+                    54,
+                    22,
+                    27,
+                    22,
+                    20,
+                    30,
+                    31,
+                    12,
+                    13,
+                    36,
+                    30,
+                    52,
+                    31,
+                    29,
+                    26,
+                    24,
+                    23,
+                    28,
+                    127,
+                    35,
+                    69,
+                    21,
+                    4,
+                    18,
+                    3,
+                    15,
+                    10,
+                    20,
+                    24,
+                    15,
+                    10,
+                    11,
+                    14,
+                    10,
+                    12,
+                    17,
+                    8,
+                    18,
+                    30,
+                    16,
+                    9,
+                    17,
+                    18,
+                    10,
+                    13,
+                    21,
+                    12,
+                    10,
+                    17,
+                    17,
+                    19,
+                    12,
+                    10,
+                    11,
+                    9,
+                    16,
+                    14,
+                    13,
+                    14,
+                    15,
+                    16,
+                    11,
+                    11,
+                    11,
+                    15,
+                    7,
+                    33,
+                    13,
+                    30,
+                    31,
+                    8,
+                    91,
+                    32,
+                    40,
+                    37,
+                    32,
+                    39,
+                    27,
+                    21,
+                    5,
+                    31,
+                    35,
+                    31,
+                    21,
+                    39,
+                    78,
+                    16,
+                    7,
+                    1,
+                    10,
+                    44,
+                    21,
+                    9,
+                    42,
+                    32,
+                    23,
+                    14,
+                    33,
+                    28,
+                    43,
+                    5,
+                    25,
+                    145,
+                    46,
+                    35,
+                    32,
+                    61,
+                    4,
+                    66,
+                    41,
+                    20,
+                    22,
+                    15,
+                    99,
+                    13,
+                    11,
+                    16,
+                    57,
+                    9,
+                    12,
+                    15,
+                    16,
+                    11,
+                    41,
+                    7,
+                    20,
+                    34,
+                    158,
+                    26,
+                    301,
+                    66,
+                    21,
+                    39,
+                    12,
+                    135,
+                    25,
+                    15,
+                    76,
+                    22,
+                    17,
+                    18,
+                    67,
+                    73,
+                    34,
+                    82,
+                    24,
+                    7,
+                    38,
+                    63,
+                    438,
+                    14,
+                    40,
+                    3,
+                    19,
+                    197,
+                    22,
+                    19,
+                    14,
+                    50,
+                    37,
+                    21,
+                    20,
+                    39,
+                    21,
+                    93,
+                    5,
+                    141,
+                    25,
+                    8,
+                    9,
+                    20,
+                    13,
+                    13,
+                    13,
+                    8,
+                    8,
+                    12,
+                    15,
+                    11,
+                    17,
+                    25,
+                    13,
+                    16,
+                    10,
+                    9,
+                    21,
+                    17,
+                    11,
+                    4,
+                    13,
+                    9,
+                    18,
+                    17,
+                    8,
+                    34,
+                    38,
+                    5,
+                    29,
+                    34,
+                    31,
+                    18,
+                    31,
+                    151,
+                    25,
+                    10,
+                    239,
+                    36,
+                    25,
+                    21,
+                    18,
+                    25,
+                    10,
+                    19,
+                    37,
+                    19,
+                    49,
+                    19,
+                    51,
+                    27,
+                    16,
+                    28,
+                    14,
+                    8,
+                    32,
+                    43,
+                    31,
+                    23,
+                    43,
+                    2,
+                    31,
+                    33,
+                    22,
+                    68,
+                    59,
+                    42,
+                    15,
+                    28,
+                    13,
+                    7,
+                    38,
+                    35,
+                    42,
+                    16,
+                    35,
+                    13,
+                    39,
+                    18,
+                    11,
+                    5,
+                    4,
+                    14,
+                    57,
+                    14,
+                    29,
+                    9,
+                    33,
+                    11,
+                    37,
+                    17,
+                    16,
+                    13,
+                    28,
+                    24,
+                    24,
+                    13,
+                    14,
+                    33,
+                    11,
+                    9,
+                    24,
+                    9,
+                    36,
+                    26,
+                    17,
+                    119,
+                    40,
+                    35,
+                    10,
+                    13,
+                    21,
+                    125,
+                    23,
+                    15,
+                    39,
+                    40,
+                    30,
+                    38,
+                    30,
+                    10,
+                    21,
+                    4,
+                    16,
+                    30,
+                    1,
+                    12,
+                    61,
+                    8,
+                    14,
+                    2,
+                    26,
+                    1,
+                    3,
+                    19,
+                    37,
+                    34,
+                    31,
+                    6,
+                    14,
+                    2,
+                    4,
+                    4,
+                    30,
+                    70,
+                    30,
+                    4,
+                    5,
+                    18,
+                    3,
+                    21,
+                    11,
+                    3,
+                    2,
+                    3,
+                    24,
+                    12,
+                    5,
+                    20,
+                    17,
+                    6,
+                    2,
+                    106,
+                    5,
+                    28,
+                    12,
+                    7,
+                    37,
+                    14,
+                    30,
+                    12,
+                    49,
+                    1,
+                    12,
+                    1464,
+                    3,
+                    6,
+                    6
+                  ],
+                  "type": "histogram",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly",
+                "linkText": "Export to plot.ly",
+                "showLink": true
+              },
+              "layout": {
+                "xaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "word count",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "title": {
+                  "text": "Topic 5: Word Count Distribution",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                },
+                "paper_bgcolor": "#F5F6F9",
+                "plot_bgcolor": "#F5F6F9",
+                "yaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "count",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "barmode": "overlay",
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "legend": {
+                  "bgcolor": "#F5F6F9",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                }
+              }
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"81a972d4-4baf-4e68-98b3-8020f06614ba\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    window.PLOTLYENV.BASE_URL='https://plot.ly';\n",
+              "                    \n",
+              "                if (document.getElementById(\"81a972d4-4baf-4e68-98b3-8020f06614ba\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '81a972d4-4baf-4e68-98b3-8020f06614ba',\n",
+              "                        [{\"histfunc\": \"count\", \"histnorm\": \"\", \"marker\": {\"color\": \"rgba(255, 153, 51, 1.0)\", \"line\": {\"color\": \"#000000\", \"width\": 1.3}}, \"name\": \"post\", \"nbinsx\": 50, \"opacity\": 0.8, \"orientation\": \"v\", \"type\": \"histogram\", \"x\": [0.1, 0.03333333333333333, 0.0, 0.17596153846153847, -0.21851851851851853, -0.009226190476190471, 0.0, 0.047101806239737275, 0.04682539682539682, 0.325, -0.5205357142857143, -0.09464285714285715, 0.16666666666666666, 0.5, -0.09083333333333335, -0.5, 0.0, -0.05714285714285716, 0.03947368421052638, 0.0, 0.37714285714285717, 0.7, 0.39, -0.024074074074074085, -0.014218559218559237, 0.0522290881161849, 0.65, 0.01931818181818182, 0.37916666666666665, -0.16249999999999998, 0.13121212121212122, 0.0, 0.13063603063603063, 0.2333333333333333, 0.022000000000000002, 0.12821428571428573, 0.17352564102564103, -0.39999999999999997, 0.8, 0.15133928571428573, 0.0375, 0.3642857142857143, -0.2357142857142857, -0.2, -0.15, -0.4, -0.049999999999999975, -0.08333333333333333, 0.21666666666666667, 0.3375, -0.30000000000000004, -0.11428571428571428, 0.0, -0.2, 0.3107142857142857, -0.4000000000000001, -0.12638888888888888, 0.05914772727272727, -0.1999999999999999, -0.17142857142857143, -0.30000000000000004, -0.16666666666666666, 0.08541666666666668, 0.375, 0.019999999999999997, -0.16666666666666666, 0.43333333333333335, -0.04166666666666667, 0.06999999999999999, 0.03663911845730031, 0.0888888888888889, 0.2333333333333333, 0.0625, -0.09, -0.4, 0.33999999999999997, 0.08309937611408202, -0.07777777777777778, 0.13857142857142857, 0.20138888888888887, -0.15, 0.09999999999999998, 0.0, 0.13333333333333333, -0.4, 0.0, -0.052777777777777764, -0.11250000000000002, 0.0555555555555556, -0.2, 0.12, -0.4, -0.10000000000000002, 0.3, 0.0, 0.0, 0.06666666666666672, 0.14999999999999997, -0.21250000000000002, 0.11666666666666665, -0.2, -0.4, 0.15416666666666667, -0.08333333333333336, 0.07499999999999998, 0.5, -0.2, 0.6666666666666666, 0.0625, 0.0, -0.4, -0.4, -0.12000000000000001, -0.2, -0.025000000000000022, -0.05000000000000001, -0.20000000000000004, -0.012499999999999956, 0.24000000000000005, -0.2, -0.2, -0.2, -0.4, -0.4, 0.36875, 0.125, -0.4000000000000001, -0.4000000000000001, 0.5, 0.40833333333333344, -0.4000000000000001, -0.30000000000000004, -0.22000000000000003, -0.28, -0.30000000000000004, -0.4000000000000001, 0.22879406307977734, -0.3333333333333333, -0.30000000000000004, -0.30000000000000004, -0.30000000000000004, -0.4000000000000001, -0.4000000000000001, 0.3, 0.004642857142857171, 0.0, 0.0, 0.1, 0.34750000000000003, 0.5, 0.3, -0.0875, 0.4033333333333333, -0.09999999999999998, -0.17916666666666667, 0.02250000000000003, 0.3375, 0.06666666666666667, 0.0, 0.22142857142857145, 0.19600313479623827, 0.0613756613756614, -0.21319444444444444, 0.5387755102040817, -0.0375151515151515, 0.0, -0.028571428571428574, 0.07277777777777779, -0.1, 0.23571428571428574, 0.55, 0.022058823529411766, 0.0, -0.35, -0.2, 0.109375, -0.2, -0.5, 0.29523809523809524, 0.15277777777777773, 0.30000000000000004, -0.04374999999999998, -0.2, -0.06000000000000001, -0.30000000000000004, 0.25859213250517593, -0.30000000000000004, 0.052609102609102606, 0.11782407407407408, 0.1, 0.008333333333333331, 0.225, 0.10613897596656217, -0.30000000000000004, 0.1, -0.16010165429808282, 0.0, -0.07142857142857144, 0.4136363636363637, 0.19444444444444445, -0.005844155844155849, 0.08928571428571429, 0.5659090909090913, 0.4183333333333333, 0.5333333333333333, 0.23662698412698413, -0.008095238095238098, 0.18700710231244583, 0.0, 0.15083333333333335, 0.0, -0.23333333333333328, 0.029392655367231665, 0.195, 0.33999999999999997, 0.2589285714285714, 0.1577922077922078, -0.1409090909090909, -0.1875, 0.022857142857142843, 0.04724517906336089, -0.3208333333333333, -0.11166666666666665, 0.0, -0.04592198581560281, -0.3, 0.0, -0.1575757575757576, -0.0062500000000000056, -0.36, 0.8, -0.2, 0.2619047619047619, 0.8, -0.033333333333333326, -0.03333333333333335, -0.2, -0.2, -0.2, 0.28354978354978355, -0.02499999999999998, -0.4, 0.3, 0.11428571428571428, -0.1607142857142857, -0.2, 0.6, -0.4, 0.07500000000000001, -0.08750000000000002, 0.1, -0.30000000000000004, 0.4666666666666666, -0.30000000000000004, -0.2, -0.30000000000000004, -0.18000000000000002, -0.4000000000000001, -0.26666666666666666, 0.175, 0.027173469387755105, -0.26666666666666666, -0.3, 0.16114468864468867, -0.4000000000000001, -0.35000000000000003, -0.22142857142857134, -0.13333333333333333, -0.30000000000000004, 0.8, -0.008333333333333331, -0.27435897435897433, 0.475, 0.15, 0.125, 0.20303030303030303, 0.23666666666666666, 0.23333333333333336, -0.1984126984126984, 0.1766666666666667, 0.022222222222222216, -0.6999999999999998, 0.2571428571428571, 0.26, 0.015625, 0.21079545454545456, 0.0, 0.45000000000000007, 0.29000000000000004, -0.07916666666666666, 0.1611011904761905, -0.016666666666666666, 0.07291666666666666, -0.18333333333333335, -0.23877551020408164, 0.35, 0.0, -0.044444444444444446, 0.07166666666666666, 0.4333333333333333, 0.0, 0.17619047619047615, -0.3499999999999999, 0.20208333333333334, 0.2333333333333333, 0.0, 0.0, 0.0, -0.2, -0.007223274410774377, 0.039880952380952385, 0.24444444444444446, -0.4, 0.27532467532467525, 0.3166666666666667, 0.05946969696969698, 0.8, 0.07569444444444443, -0.4, 0.32272727272727275, 0.41385281385281386, 0.09666666666666668, -0.2, -0.2, 0.08, -0.4, -0.2, 0.2875, 0.18000000000000002, -0.30000000000000004, -0.4000000000000001, -0.3, 0.047087251828631146, 0.15384615384615385, -0.4000000000000001, -0.4, 0.2619047619047619, 0.3691428571428571, 0.22156862745098035, 0.03333333333333333, -0.3833333333333333, -0.0625, -0.30000000000000004, -0.30000000000000004, -0.30000000000000004, -0.4000000000000001, -0.4, 0.079004329004329, 0.0, -0.3, 0.4133333333333334, 0.0, 0.2833333333333333, 0.017647058823529422, 0.0, 0.25, 0.0, 0.2416666666666666, 0.0, 0.0, 0.06666666666666667, 0.134375, 0.03839285714285714, -0.16249999999999998, 0.8, -0.11666666666666668, 0.8, 0.04999999999999999, 0.5, 0.2339285714285714, 0.017654320987654314, 0.23888888888888893, 0.1, -0.2, 0.15999999999999998, 0.4, -0.049999999999999996, -0.08333333333333333, 0.7, 0.7, 0.25, 0.09500000000000001, 0.0315, 0.375, 0.2375, 1.0, 0.8, -0.4, -0.002083333333333326, 0.0, 0.19999999999999998, -0.15, 0.0, 0.5, 0.032222222222222215, 0.11666666666666668, -0.06714285714285714, -0.15, 0.43, 0.8, 0.45, 0.10376244393392406, 0.0, 0.0, 0.25]}],\n",
+              "                        {\"barmode\": \"overlay\", \"legend\": {\"bgcolor\": \"#F5F6F9\", \"font\": {\"color\": \"#4D5663\"}}, \"paper_bgcolor\": \"#F5F6F9\", \"plot_bgcolor\": \"#F5F6F9\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"Topic 5: Sentiment Polarity Distribution\"}, \"xaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"polarity\"}, \"zerolinecolor\": \"#E1E5ED\"}, \"yaxis\": {\"gridcolor\": \"#E1E5ED\", \"linecolor\": \"black\", \"showgrid\": true, \"tickfont\": {\"color\": \"#4D5663\"}, \"title\": {\"font\": {\"color\": \"#4D5663\"}, \"text\": \"count\"}, \"zerolinecolor\": \"#E1E5ED\"}},\n",
+              "                        {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\", \"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('81a972d4-4baf-4e68-98b3-8020f06614ba');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "opacity": 0.8,
+                  "name": "post",
+                  "histnorm": "",
+                  "nbinsx": 50,
+                  "histfunc": "count",
+                  "marker": {
+                    "color": "rgba(255, 153, 51, 1.0)",
+                    "line": {
+                      "color": "#000000",
+                      "width": 1.3
+                    }
+                  },
+                  "x": [
+                    0.1,
+                    0.03333333333333333,
+                    0,
+                    0.17596153846153847,
+                    -0.21851851851851853,
+                    -0.009226190476190471,
+                    0,
+                    0.047101806239737275,
+                    0.04682539682539682,
+                    0.325,
+                    -0.5205357142857143,
+                    -0.09464285714285715,
+                    0.16666666666666666,
+                    0.5,
+                    -0.09083333333333335,
+                    -0.5,
+                    0,
+                    -0.05714285714285716,
+                    0.03947368421052638,
+                    0,
+                    0.37714285714285717,
+                    0.7,
+                    0.39,
+                    -0.024074074074074085,
+                    -0.014218559218559237,
+                    0.0522290881161849,
+                    0.65,
+                    0.01931818181818182,
+                    0.37916666666666665,
+                    -0.16249999999999998,
+                    0.13121212121212122,
+                    0,
+                    0.13063603063603063,
+                    0.2333333333333333,
+                    0.022000000000000002,
+                    0.12821428571428573,
+                    0.17352564102564103,
+                    -0.39999999999999997,
+                    0.8,
+                    0.15133928571428573,
+                    0.0375,
+                    0.3642857142857143,
+                    -0.2357142857142857,
+                    -0.2,
+                    -0.15,
+                    -0.4,
+                    -0.049999999999999975,
+                    -0.08333333333333333,
+                    0.21666666666666667,
+                    0.3375,
+                    -0.30000000000000004,
+                    -0.11428571428571428,
+                    0,
+                    -0.2,
+                    0.3107142857142857,
+                    -0.4000000000000001,
+                    -0.12638888888888888,
+                    0.05914772727272727,
+                    -0.1999999999999999,
+                    -0.17142857142857143,
+                    -0.30000000000000004,
+                    -0.16666666666666666,
+                    0.08541666666666668,
+                    0.375,
+                    0.019999999999999997,
+                    -0.16666666666666666,
+                    0.43333333333333335,
+                    -0.04166666666666667,
+                    0.06999999999999999,
+                    0.03663911845730031,
+                    0.0888888888888889,
+                    0.2333333333333333,
+                    0.0625,
+                    -0.09,
+                    -0.4,
+                    0.33999999999999997,
+                    0.08309937611408202,
+                    -0.07777777777777778,
+                    0.13857142857142857,
+                    0.20138888888888887,
+                    -0.15,
+                    0.09999999999999998,
+                    0,
+                    0.13333333333333333,
+                    -0.4,
+                    0,
+                    -0.052777777777777764,
+                    -0.11250000000000002,
+                    0.0555555555555556,
+                    -0.2,
+                    0.12,
+                    -0.4,
+                    -0.10000000000000002,
+                    0.3,
+                    0,
+                    0,
+                    0.06666666666666672,
+                    0.14999999999999997,
+                    -0.21250000000000002,
+                    0.11666666666666665,
+                    -0.2,
+                    -0.4,
+                    0.15416666666666667,
+                    -0.08333333333333336,
+                    0.07499999999999998,
+                    0.5,
+                    -0.2,
+                    0.6666666666666666,
+                    0.0625,
+                    0,
+                    -0.4,
+                    -0.4,
+                    -0.12000000000000001,
+                    -0.2,
+                    -0.025000000000000022,
+                    -0.05000000000000001,
+                    -0.20000000000000004,
+                    -0.012499999999999956,
+                    0.24000000000000005,
+                    -0.2,
+                    -0.2,
+                    -0.2,
+                    -0.4,
+                    -0.4,
+                    0.36875,
+                    0.125,
+                    -0.4000000000000001,
+                    -0.4000000000000001,
+                    0.5,
+                    0.40833333333333344,
+                    -0.4000000000000001,
+                    -0.30000000000000004,
+                    -0.22000000000000003,
+                    -0.28,
+                    -0.30000000000000004,
+                    -0.4000000000000001,
+                    0.22879406307977734,
+                    -0.3333333333333333,
+                    -0.30000000000000004,
+                    -0.30000000000000004,
+                    -0.30000000000000004,
+                    -0.4000000000000001,
+                    -0.4000000000000001,
+                    0.3,
+                    0.004642857142857171,
+                    0,
+                    0,
+                    0.1,
+                    0.34750000000000003,
+                    0.5,
+                    0.3,
+                    -0.0875,
+                    0.4033333333333333,
+                    -0.09999999999999998,
+                    -0.17916666666666667,
+                    0.02250000000000003,
+                    0.3375,
+                    0.06666666666666667,
+                    0,
+                    0.22142857142857145,
+                    0.19600313479623827,
+                    0.0613756613756614,
+                    -0.21319444444444444,
+                    0.5387755102040817,
+                    -0.0375151515151515,
+                    0,
+                    -0.028571428571428574,
+                    0.07277777777777779,
+                    -0.1,
+                    0.23571428571428574,
+                    0.55,
+                    0.022058823529411766,
+                    0,
+                    -0.35,
+                    -0.2,
+                    0.109375,
+                    -0.2,
+                    -0.5,
+                    0.29523809523809524,
+                    0.15277777777777773,
+                    0.30000000000000004,
+                    -0.04374999999999998,
+                    -0.2,
+                    -0.06000000000000001,
+                    -0.30000000000000004,
+                    0.25859213250517593,
+                    -0.30000000000000004,
+                    0.052609102609102606,
+                    0.11782407407407408,
+                    0.1,
+                    0.008333333333333331,
+                    0.225,
+                    0.10613897596656217,
+                    -0.30000000000000004,
+                    0.1,
+                    -0.16010165429808282,
+                    0,
+                    -0.07142857142857144,
+                    0.4136363636363637,
+                    0.19444444444444445,
+                    -0.005844155844155849,
+                    0.08928571428571429,
+                    0.5659090909090913,
+                    0.4183333333333333,
+                    0.5333333333333333,
+                    0.23662698412698413,
+                    -0.008095238095238098,
+                    0.18700710231244583,
+                    0,
+                    0.15083333333333335,
+                    0,
+                    -0.23333333333333328,
+                    0.029392655367231665,
+                    0.195,
+                    0.33999999999999997,
+                    0.2589285714285714,
+                    0.1577922077922078,
+                    -0.1409090909090909,
+                    -0.1875,
+                    0.022857142857142843,
+                    0.04724517906336089,
+                    -0.3208333333333333,
+                    -0.11166666666666665,
+                    0,
+                    -0.04592198581560281,
+                    -0.3,
+                    0,
+                    -0.1575757575757576,
+                    -0.0062500000000000056,
+                    -0.36,
+                    0.8,
+                    -0.2,
+                    0.2619047619047619,
+                    0.8,
+                    -0.033333333333333326,
+                    -0.03333333333333335,
+                    -0.2,
+                    -0.2,
+                    -0.2,
+                    0.28354978354978355,
+                    -0.02499999999999998,
+                    -0.4,
+                    0.3,
+                    0.11428571428571428,
+                    -0.1607142857142857,
+                    -0.2,
+                    0.6,
+                    -0.4,
+                    0.07500000000000001,
+                    -0.08750000000000002,
+                    0.1,
+                    -0.30000000000000004,
+                    0.4666666666666666,
+                    -0.30000000000000004,
+                    -0.2,
+                    -0.30000000000000004,
+                    -0.18000000000000002,
+                    -0.4000000000000001,
+                    -0.26666666666666666,
+                    0.175,
+                    0.027173469387755105,
+                    -0.26666666666666666,
+                    -0.3,
+                    0.16114468864468867,
+                    -0.4000000000000001,
+                    -0.35000000000000003,
+                    -0.22142857142857134,
+                    -0.13333333333333333,
+                    -0.30000000000000004,
+                    0.8,
+                    -0.008333333333333331,
+                    -0.27435897435897433,
+                    0.475,
+                    0.15,
+                    0.125,
+                    0.20303030303030303,
+                    0.23666666666666666,
+                    0.23333333333333336,
+                    -0.1984126984126984,
+                    0.1766666666666667,
+                    0.022222222222222216,
+                    -0.6999999999999998,
+                    0.2571428571428571,
+                    0.26,
+                    0.015625,
+                    0.21079545454545456,
+                    0,
+                    0.45000000000000007,
+                    0.29000000000000004,
+                    -0.07916666666666666,
+                    0.1611011904761905,
+                    -0.016666666666666666,
+                    0.07291666666666666,
+                    -0.18333333333333335,
+                    -0.23877551020408164,
+                    0.35,
+                    0,
+                    -0.044444444444444446,
+                    0.07166666666666666,
+                    0.4333333333333333,
+                    0,
+                    0.17619047619047615,
+                    -0.3499999999999999,
+                    0.20208333333333334,
+                    0.2333333333333333,
+                    0,
+                    0,
+                    0,
+                    -0.2,
+                    -0.007223274410774377,
+                    0.039880952380952385,
+                    0.24444444444444446,
+                    -0.4,
+                    0.27532467532467525,
+                    0.3166666666666667,
+                    0.05946969696969698,
+                    0.8,
+                    0.07569444444444443,
+                    -0.4,
+                    0.32272727272727275,
+                    0.41385281385281386,
+                    0.09666666666666668,
+                    -0.2,
+                    -0.2,
+                    0.08,
+                    -0.4,
+                    -0.2,
+                    0.2875,
+                    0.18000000000000002,
+                    -0.30000000000000004,
+                    -0.4000000000000001,
+                    -0.3,
+                    0.047087251828631146,
+                    0.15384615384615385,
+                    -0.4000000000000001,
+                    -0.4,
+                    0.2619047619047619,
+                    0.3691428571428571,
+                    0.22156862745098035,
+                    0.03333333333333333,
+                    -0.3833333333333333,
+                    -0.0625,
+                    -0.30000000000000004,
+                    -0.30000000000000004,
+                    -0.30000000000000004,
+                    -0.4000000000000001,
+                    -0.4,
+                    0.079004329004329,
+                    0,
+                    -0.3,
+                    0.4133333333333334,
+                    0,
+                    0.2833333333333333,
+                    0.017647058823529422,
+                    0,
+                    0.25,
+                    0,
+                    0.2416666666666666,
+                    0,
+                    0,
+                    0.06666666666666667,
+                    0.134375,
+                    0.03839285714285714,
+                    -0.16249999999999998,
+                    0.8,
+                    -0.11666666666666668,
+                    0.8,
+                    0.04999999999999999,
+                    0.5,
+                    0.2339285714285714,
+                    0.017654320987654314,
+                    0.23888888888888893,
+                    0.1,
+                    -0.2,
+                    0.15999999999999998,
+                    0.4,
+                    -0.049999999999999996,
+                    -0.08333333333333333,
+                    0.7,
+                    0.7,
+                    0.25,
+                    0.09500000000000001,
+                    0.0315,
+                    0.375,
+                    0.2375,
+                    1,
+                    0.8,
+                    -0.4,
+                    -0.002083333333333326,
+                    0,
+                    0.19999999999999998,
+                    -0.15,
+                    0,
+                    0.5,
+                    0.032222222222222215,
+                    0.11666666666666668,
+                    -0.06714285714285714,
+                    -0.15,
+                    0.43,
+                    0.8,
+                    0.45,
+                    0.10376244393392406,
+                    0,
+                    0,
+                    0.25
+                  ],
+                  "type": "histogram",
+                  "orientation": "v"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly",
+                "linkText": "Export to plot.ly",
+                "showLink": true
+              },
+              "layout": {
+                "xaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "polarity",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "title": {
+                  "text": "Topic 5: Sentiment Polarity Distribution",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                },
+                "paper_bgcolor": "#F5F6F9",
+                "plot_bgcolor": "#F5F6F9",
+                "yaxis": {
+                  "tickfont": {
+                    "color": "#4D5663"
+                  },
+                  "title": {
+                    "text": "count",
+                    "font": {
+                      "color": "#4D5663"
+                    }
+                  },
+                  "showgrid": true,
+                  "zerolinecolor": "#E1E5ED",
+                  "gridcolor": "#E1E5ED",
+                  "linecolor": "black"
+                },
+                "barmode": "overlay",
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "legend": {
+                  "bgcolor": "#F5F6F9",
+                  "font": {
+                    "color": "#4D5663"
+                  }
+                }
+              }
+            }
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "resources": {
+            "http://localhost:8080/static/components/requirejs/require.js": {
+              "data": "/** vim: et:ts=4:sw=4:sts=4
 * @license RequireJS 2.1.22 Copyright (c) 2010-2015, The Dojo Foundation All Rights Reserved.
 * Available via the MIT or new BSD license.
 * see: http://github.com/jrburke/requirejs for details
 */
//Not using strict: uneven strict support in browsers, #392, and causes
//problems with requirejs.exec()/transpiler plugins that may not be strict.
/*jslint regexp: true, nomen: true, sloppy: true */
/*global window, navigator, document, importScripts, setTimeout, opera */

var requirejs, require, define;
(function (global) {
    var req, s, head, baseElement, dataMain, src,
        interactiveScript, currentlyAddingScript, mainScript, subPath,
        version = '2.1.22',
        commentRegExp = /(\/\*([\s\S]*?)\*\/|([^:]|^)\/\/(.*)$)/mg,
        cjsRequireRegExp = /[^.]\s*require\s*\(\s*["']([^'"\s]+)["']\s*\)/g,
        jsSuffixRegExp = /\.js$/,
        currDirRegExp = /^\.\//,
        op = Object.prototype,
        ostring = op.toString,
        hasOwn = op.hasOwnProperty,
        ap = Array.prototype,
        isBrowser = !!(typeof window !== 'undefined' && typeof navigator !== 'undefined' && window.document),
        isWebWorker = !isBrowser && typeof importScripts !== 'undefined',
        //PS3 indicates loaded and complete, but need to wait for complete
        //specifically. Sequence is 'loading', 'loaded', execution,
        // then 'complete'. The UA check is unfortunate, but not sure how
        //to feature test w/o causing perf issues.
        readyRegExp = isBrowser && navigator.platform === 'PLAYSTATION 3' ?
                      /^complete$/ : /^(complete|loaded)$/,
        defContextName = '_',
        //Oh the tragedy, detecting opera. See the usage of isOpera for reason.
        isOpera = typeof opera !== 'undefined' && opera.toString() === '[object Opera]',
        contexts = {},
        cfg = {},
        globalDefQueue = [],
        useInteractive = false;

    function isFunction(it) {
        return ostring.call(it) === '[object Function]';
    }

    function isArray(it) {
        return ostring.call(it) === '[object Array]';
    }

    /**
     * Helper function for iterating over an array. If the func returns
     * a true value, it will break out of the loop.
     */
    function each(ary, func) {
        if (ary) {
            var i;
            for (i = 0; i < ary.length; i += 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    /**
     * Helper function for iterating over an array backwards. If the func
     * returns a true value, it will break out of the loop.
     */
    function eachReverse(ary, func) {
        if (ary) {
            var i;
            for (i = ary.length - 1; i > -1; i -= 1) {
                if (ary[i] && func(ary[i], i, ary)) {
                    break;
                }
            }
        }
    }

    function hasProp(obj, prop) {
        return hasOwn.call(obj, prop);
    }

    function getOwn(obj, prop) {
        return hasProp(obj, prop) && obj[prop];
    }

    /**
     * Cycles over properties in an object and calls a function for each
     * property value. If the function returns a truthy value, then the
     * iteration is stopped.
     */
    function eachProp(obj, func) {
        var prop;
        for (prop in obj) {
            if (hasProp(obj, prop)) {
                if (func(obj[prop], prop)) {
                    break;
                }
            }
        }
    }

    /**
     * Simple function to mix in properties from source into target,
     * but only if target does not already have a property of the same name.
     */
    function mixin(target, source, force, deepStringMixin) {
        if (source) {
            eachProp(source, function (value, prop) {
                if (force || !hasProp(target, prop)) {
                    if (deepStringMixin && typeof value === 'object' && value &&
                        !isArray(value) && !isFunction(value) &&
                        !(value instanceof RegExp)) {

                        if (!target[prop]) {
                            target[prop] = {};
                        }
                        mixin(target[prop], value, force, deepStringMixin);
                    } else {
                        target[prop] = value;
                    }
                }
            });
        }
        return target;
    }

    //Similar to Function.prototype.bind, but the 'this' object is specified
    //first, since it is easier to read/figure out what 'this' will be.
    function bind(obj, fn) {
        return function () {
            return fn.apply(obj, arguments);
        };
    }

    function scripts() {
        return document.getElementsByTagName('script');
    }

    function defaultOnError(err) {
        throw err;
    }

    //Allow getting a global that is expressed in
    //dot notation, like 'a.b.c'.
    function getGlobal(value) {
        if (!value) {
            return value;
        }
        var g = global;
        each(value.split('.'), function (part) {
            g = g[part];
        });
        return g;
    }

    /**
     * Constructs an error with a pointer to an URL with more information.
     * @param {String} id the error ID that maps to an ID on a web page.
     * @param {String} message human readable error.
     * @param {Error} [err] the original error, if there is one.
     *
     * @returns {Error}
     */
    function makeError(id, msg, err, requireModules) {
        var e = new Error(msg + '\nhttp://requirejs.org/docs/errors.html#' + id);
        e.requireType = id;
        e.requireModules = requireModules;
        if (err) {
            e.originalError = err;
        }
        return e;
    }

    if (typeof define !== 'undefined') {
        //If a define is already in play via another AMD loader,
        //do not overwrite.
        return;
    }

    if (typeof requirejs !== 'undefined') {
        if (isFunction(requirejs)) {
            //Do not overwrite an existing requirejs instance.
            return;
        }
        cfg = requirejs;
        requirejs = undefined;
    }

    //Allow for a require config object
    if (typeof require !== 'undefined' && !isFunction(require)) {
        //assume it is a config object.
        cfg = require;
        require = undefined;
    }

    function newContext(contextName) {
        var inCheckLoaded, Module, context, handlers,
            checkLoadedTimeoutId,
            config = {
                //Defaults. Do not set a default for map
                //config to speed up normalize(), which
                //will run faster if there is no default.
                waitSeconds: 7,
                baseUrl: './',
                paths: {},
                bundles: {},
                pkgs: {},
                shim: {},
                config: {}
            },
            registry = {},
            //registry of just enabled modules, to speed
            //cycle breaking code when lots of modules
            //are registered, but not activated.
            enabledRegistry = {},
            undefEvents = {},
            defQueue = [],
            defined = {},
            urlFetched = {},
            bundlesMap = {},
            requireCounter = 1,
            unnormalizedCounter = 1;

        /**
         * Trims the . and .. from an array of path segments.
         * It will keep a leading path segment if a .. will become
         * the first path segment, to help with module name lookups,
         * which act like paths, but can be remapped. But the end result,
         * all paths that use this function should look normalized.
         * NOTE: this method MODIFIES the input array.
         * @param {Array} ary the array of path segments.
         */
        function trimDots(ary) {
            var i, part;
            for (i = 0; i < ary.length; i++) {
                part = ary[i];
                if (part === '.') {
                    ary.splice(i, 1);
                    i -= 1;
                } else if (part === '..') {
                    // If at the start, or previous value is still ..,
                    // keep them so that when converted to a path it may
                    // still work when converted to a path, even though
                    // as an ID it is less than ideal. In larger point
                    // releases, may be better to just kick out an error.
                    if (i === 0 || (i === 1 && ary[2] === '..') || ary[i - 1] === '..') {
                        continue;
                    } else if (i > 0) {
                        ary.splice(i - 1, 2);
                        i -= 2;
                    }
                }
            }
        }

        /**
         * Given a relative module name, like ./something, normalize it to
         * a real name that can be mapped to a path.
         * @param {String} name the relative name
         * @param {String} baseName a real name that the name arg is relative
         * to.
         * @param {Boolean} applyMap apply the map config to the value. Should
         * only be done if this normalization is for a dependency ID.
         * @returns {String} normalized name
         */
        function normalize(name, baseName, applyMap) {
            var pkgMain, mapValue, nameParts, i, j, nameSegment, lastIndex,
                foundMap, foundI, foundStarMap, starI, normalizedBaseParts,
                baseParts = (baseName && baseName.split('/')),
                map = config.map,
                starMap = map && map['*'];

            //Adjust any relative paths.
            if (name) {
                name = name.split('/');
                lastIndex = name.length - 1;

                // If wanting node ID compatibility, strip .js from end
                // of IDs. Have to do this here, and not in nameToUrl
                // because node allows either .js or non .js to map
                // to same file.
                if (config.nodeIdCompat && jsSuffixRegExp.test(name[lastIndex])) {
                    name[lastIndex] = name[lastIndex].replace(jsSuffixRegExp, '');
                }

                // Starts with a '.' so need the baseName
                if (name[0].charAt(0) === '.' && baseParts) {
                    //Convert baseName to array, and lop off the last part,
                    //so that . matches that 'directory' and not name of the baseName's
                    //module. For instance, baseName of 'one/two/three', maps to
                    //'one/two/three.js', but we want the directory, 'one/two' for
                    //this normalization.
                    normalizedBaseParts = baseParts.slice(0, baseParts.length - 1);
                    name = normalizedBaseParts.concat(name);
                }

                trimDots(name);
                name = name.join('/');
            }

            //Apply map config if available.
            if (applyMap && map && (baseParts || starMap)) {
                nameParts = name.split('/');

                outerLoop: for (i = nameParts.length; i > 0; i -= 1) {
                    nameSegment = nameParts.slice(0, i).join('/');

                    if (baseParts) {
                        //Find the longest baseName segment match in the config.
                        //So, do joins on the biggest to smallest lengths of baseParts.
                        for (j = baseParts.length; j > 0; j -= 1) {
                            mapValue = getOwn(map, baseParts.slice(0, j).join('/'));

                            //baseName segment has config, find if it has one for
                            //this name.
                            if (mapValue) {
                                mapValue = getOwn(mapValue, nameSegment);
                                if (mapValue) {
                                    //Match, update name to the new value.
                                    foundMap = mapValue;
                                    foundI = i;
                                    break outerLoop;
                                }
                            }
                        }
                    }

                    //Check for a star map match, but just hold on to it,
                    //if there is a shorter segment match later in a matching
                    //config, then favor over this star map.
                    if (!foundStarMap && starMap && getOwn(starMap, nameSegment)) {
                        foundStarMap = getOwn(starMap, nameSegment);
                        starI = i;
                    }
                }

                if (!foundMap && foundStarMap) {
                    foundMap = foundStarMap;
                    foundI = starI;
                }

                if (foundMap) {
                    nameParts.splice(0, foundI, foundMap);
                    name = nameParts.join('/');
                }
            }

            // If the name points to a package's name, use
            // the package main instead.
            pkgMain = getOwn(config.pkgs, name);

            return pkgMain ? pkgMain : name;
        }

        function removeScript(name) {
            if (isBrowser) {
                each(scripts(), function (scriptNode) {
                    if (scriptNode.getAttribute('data-requiremodule') === name &&
                            scriptNode.getAttribute('data-requirecontext') === context.contextName) {
                        scriptNode.parentNode.removeChild(scriptNode);
                        return true;
                    }
                });
            }
        }

        function hasPathFallback(id) {
            var pathConfig = getOwn(config.paths, id);
            if (pathConfig && isArray(pathConfig) && pathConfig.length > 1) {
                //Pop off the first array value, since it failed, and
                //retry
                pathConfig.shift();
                context.require.undef(id);

                //Custom require that does not do map translation, since
                //ID is "absolute", already mapped/resolved.
                context.makeRequire(null, {
                    skipMap: true
                })([id]);

                return true;
            }
        }

        //Turns a plugin!resource to [plugin, resource]
        //with the plugin being undefined if the name
        //did not have a plugin prefix.
        function splitPrefix(name) {
            var prefix,
                index = name ? name.indexOf('!') : -1;
            if (index > -1) {
                prefix = name.substring(0, index);
                name = name.substring(index + 1, name.length);
            }
            return [prefix, name];
        }

        /**
         * Creates a module mapping that includes plugin prefix, module
         * name, and path. If parentModuleMap is provided it will
         * also normalize the name via require.normalize()
         *
         * @param {String} name the module name
         * @param {String} [parentModuleMap] parent module map
         * for the module name, used to resolve relative names.
         * @param {Boolean} isNormalized: is the ID already normalized.
         * This is true if this call is done for a define() module ID.
         * @param {Boolean} applyMap: apply the map config to the ID.
         * Should only be true if this map is for a dependency.
         *
         * @returns {Object}
         */
        function makeModuleMap(name, parentModuleMap, isNormalized, applyMap) {
            var url, pluginModule, suffix, nameParts,
                prefix = null,
                parentName = parentModuleMap ? parentModuleMap.name : null,
                originalName = name,
                isDefine = true,
                normalizedName = '';

            //If no name, then it means it is a require call, generate an
            //internal name.
            if (!name) {
                isDefine = false;
                name = '_@r' + (requireCounter += 1);
            }

            nameParts = splitPrefix(name);
            prefix = nameParts[0];
            name = nameParts[1];

            if (prefix) {
                prefix = normalize(prefix, parentName, applyMap);
                pluginModule = getOwn(defined, prefix);
            }

            //Account for relative paths if there is a base name.
            if (name) {
                if (prefix) {
                    if (pluginModule && pluginModule.normalize) {
                        //Plugin is loaded, use its normalize method.
                        normalizedName = pluginModule.normalize(name, function (name) {
                            return normalize(name, parentName, applyMap);
                        });
                    } else {
                        // If nested plugin references, then do not try to
                        // normalize, as it will not normalize correctly. This
                        // places a restriction on resourceIds, and the longer
                        // term solution is not to normalize until plugins are
                        // loaded and all normalizations to allow for async
                        // loading of a loader plugin. But for now, fixes the
                        // common uses. Details in #1131
                        normalizedName = name.indexOf('!') === -1 ?
                                         normalize(name, parentName, applyMap) :
                                         name;
                    }
                } else {
                    //A regular module.
                    normalizedName = normalize(name, parentName, applyMap);

                    //Normalized name may be a plugin ID due to map config
                    //application in normalize. The map config values must
                    //already be normalized, so do not need to redo that part.
                    nameParts = splitPrefix(normalizedName);
                    prefix = nameParts[0];
                    normalizedName = nameParts[1];
                    isNormalized = true;

                    url = context.nameToUrl(normalizedName);
                }
            }

            //If the id is a plugin id that cannot be determined if it needs
            //normalization, stamp it with a unique ID so two matching relative
            //ids that may conflict can be separate.
            suffix = prefix && !pluginModule && !isNormalized ?
                     '_unnormalized' + (unnormalizedCounter += 1) :
                     '';

            return {
                prefix: prefix,
                name: normalizedName,
                parentMap: parentModuleMap,
                unnormalized: !!suffix,
                url: url,
                originalName: originalName,
                isDefine: isDefine,
                id: (prefix ?
                        prefix + '!' + normalizedName :
                        normalizedName) + suffix
            };
        }

        function getModule(depMap) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (!mod) {
                mod = registry[id] = new context.Module(depMap);
            }

            return mod;
        }

        function on(depMap, name, fn) {
            var id = depMap.id,
                mod = getOwn(registry, id);

            if (hasProp(defined, id) &&
                    (!mod || mod.defineEmitComplete)) {
                if (name === 'defined') {
                    fn(defined[id]);
                }
            } else {
                mod = getModule(depMap);
                if (mod.error && name === 'error') {
                    fn(mod.error);
                } else {
                    mod.on(name, fn);
                }
            }
        }

        function onError(err, errback) {
            var ids = err.requireModules,
                notified = false;

            if (errback) {
                errback(err);
            } else {
                each(ids, function (id) {
                    var mod = getOwn(registry, id);
                    if (mod) {
                        //Set error on module, so it skips timeout checks.
                        mod.error = err;
                        if (mod.events.error) {
                            notified = true;
                            mod.emit('error', err);
                        }
                    }
                });

                if (!notified) {
                    req.onError(err);
                }
            }
        }

        /**
         * Internal method to transfer globalQueue items to this context's
         * defQueue.
         */
        function takeGlobalQueue() {
            //Push all the globalDefQueue items into the context's defQueue
            if (globalDefQueue.length) {
                each(globalDefQueue, function(queueItem) {
                    var id = queueItem[0];
                    if (typeof id === 'string') {
                        context.defQueueMap[id] = true;
                    }
                    defQueue.push(queueItem);
                });
                globalDefQueue = [];
            }
        }

        handlers = {
            'require': function (mod) {
                if (mod.require) {
                    return mod.require;
                } else {
                    return (mod.require = context.makeRequire(mod.map));
                }
            },
            'exports': function (mod) {
                mod.usingExports = true;
                if (mod.map.isDefine) {
                    if (mod.exports) {
                        return (defined[mod.map.id] = mod.exports);
                    } else {
                        return (mod.exports = defined[mod.map.id] = {});
                    }
                }
            },
            'module': function (mod) {
                if (mod.module) {
                    return mod.module;
                } else {
                    return (mod.module = {
                        id: mod.map.id,
                        uri: mod.map.url,
                        config: function () {
                            return getOwn(config.config, mod.map.id) || {};
                        },
                        exports: mod.exports || (mod.exports = {})
                    });
                }
            }
        };

        function cleanRegistry(id) {
            //Clean up machinery used for waiting modules.
            delete registry[id];
            delete enabledRegistry[id];
        }

        function breakCycle(mod, traced, processed) {
            var id = mod.map.id;

            if (mod.error) {
                mod.emit('error', mod.error);
            } else {
                traced[id] = true;
                each(mod.depMaps, function (depMap, i) {
                    var depId = depMap.id,
                        dep = getOwn(registry, depId);

                    //Only force things that have not completed
                    //being defined, so still in the registry,
                    //and only if it has not been matched up
                    //in the module already.
                    if (dep && !mod.depMatched[i] && !processed[depId]) {
                        if (getOwn(traced, depId)) {
                            mod.defineDep(i, defined[depId]);
                            mod.check(); //pass false?
                        } else {
                            breakCycle(dep, traced, processed);
                        }
                    }
                });
                processed[id] = true;
            }
        }

        function checkLoaded() {
            var err, usingPathFallback,
                waitInterval = config.waitSeconds * 1000,
                //It is possible to disable the wait interval by using waitSeconds of 0.
                expired = waitInterval && (context.startTime + waitInterval) < new Date().getTime(),
                noLoads = [],
                reqCalls = [],
                stillLoading = false,
                needCycleCheck = true;

            //Do not bother if this call was a result of a cycle break.
            if (inCheckLoaded) {
                return;
            }

            inCheckLoaded = true;

            //Figure out the state of all the modules.
            eachProp(enabledRegistry, function (mod) {
                var map = mod.map,
                    modId = map.id;

                //Skip things that are not enabled or in error state.
                if (!mod.enabled) {
                    return;
                }

                if (!map.isDefine) {
                    reqCalls.push(mod);
                }

                if (!mod.error) {
                    //If the module should be executed, and it has not
                    //been inited and time is up, remember it.
                    if (!mod.inited && expired) {
                        if (hasPathFallback(modId)) {
                            usingPathFallback = true;
                            stillLoading = true;
                        } else {
                            noLoads.push(modId);
                            removeScript(modId);
                        }
                    } else if (!mod.inited && mod.fetched && map.isDefine) {
                        stillLoading = true;
                        if (!map.prefix) {
                            //No reason to keep looking for unfinished
                            //loading. If the only stillLoading is a
                            //plugin resource though, keep going,
                            //because it may be that a plugin resource
                            //is waiting on a non-plugin cycle.
                            return (needCycleCheck = false);
                        }
                    }
                }
            });

            if (expired && noLoads.length) {
                //If wait time expired, throw error of unloaded modules.
                err = makeError('timeout', 'Load timeout for modules: ' + noLoads, null, noLoads);
                err.contextName = context.contextName;
                return onError(err);
            }

            //Not expired, check for a cycle.
            if (needCycleCheck) {
                each(reqCalls, function (mod) {
                    breakCycle(mod, {}, {});
                });
            }

            //If still waiting on loads, and the waiting load is something
            //other than a plugin resource, or there are still outstanding
            //scripts, then just try back later.
            if ((!expired || usingPathFallback) && stillLoading) {
                //Something is still waiting to load. Wait for it, but only
                //if a timeout is not already in effect.
                if ((isBrowser || isWebWorker) && !checkLoadedTimeoutId) {
                    checkLoadedTimeoutId = setTimeout(function () {
                        checkLoadedTimeoutId = 0;
                        checkLoaded();
                    }, 50);
                }
            }

            inCheckLoaded = false;
        }

        Module = function (map) {
            this.events = getOwn(undefEvents, map.id) || {};
            this.map = map;
            this.shim = getOwn(config.shim, map.id);
            this.depExports = [];
            this.depMaps = [];
            this.depMatched = [];
            this.pluginMaps = {};
            this.depCount = 0;

            /* this.exports this.factory
               this.depMaps = [],
               this.enabled, this.fetched
            */
        };

        Module.prototype = {
            init: function (depMaps, factory, errback, options) {
                options = options || {};

                //Do not do more inits if already done. Can happen if there
                //are multiple define calls for the same module. That is not
                //a normal, common case, but it is also not unexpected.
                if (this.inited) {
                    return;
                }

                this.factory = factory;

                if (errback) {
                    //Register for errors on this module.
                    this.on('error', errback);
                } else if (this.events.error) {
                    //If no errback already, but there are error listeners
                    //on this module, set up an errback to pass to the deps.
                    errback = bind(this, function (err) {
                        this.emit('error', err);
                    });
                }

                //Do a copy of the dependency array, so that
                //source inputs are not modified. For example
                //"shim" deps are passed in here directly, and
                //doing a direct modification of the depMaps array
                //would affect that config.
                this.depMaps = depMaps && depMaps.slice(0);

                this.errback = errback;

                //Indicate this module has be initialized
                this.inited = true;

                this.ignore = options.ignore;

                //Could have option to init this module in enabled mode,
                //or could have been previously marked as enabled. However,
                //the dependencies are not known until init is called. So
                //if enabled previously, now trigger dependencies as enabled.
                if (options.enabled || this.enabled) {
                    //Enable this module and dependencies.
                    //Will call this.check()
                    this.enable();
                } else {
                    this.check();
                }
            },

            defineDep: function (i, depExports) {
                //Because of cycles, defined callback for a given
                //export can be called more than once.
                if (!this.depMatched[i]) {
                    this.depMatched[i] = true;
                    this.depCount -= 1;
                    this.depExports[i] = depExports;
                }
            },

            fetch: function () {
                if (this.fetched) {
                    return;
                }
                this.fetched = true;

                context.startTime = (new Date()).getTime();

                var map = this.map;

                //If the manager is for a plugin managed resource,
                //ask the plugin to load it now.
                if (this.shim) {
                    context.makeRequire(this.map, {
                        enableBuildCallback: true
                    })(this.shim.deps || [], bind(this, function () {
                        return map.prefix ? this.callPlugin() : this.load();
                    }));
                } else {
                    //Regular dependency.
                    return map.prefix ? this.callPlugin() : this.load();
                }
            },

            load: function () {
                var url = this.map.url;

                //Regular dependency.
                if (!urlFetched[url]) {
                    urlFetched[url] = true;
                    context.load(this.map.id, url);
                }
            },

            /**
             * Checks if the module is ready to define itself, and if so,
             * define it.
             */
            check: function () {
                if (!this.enabled || this.enabling) {
                    return;
                }

                var err, cjsModule,
                    id = this.map.id,
                    depExports = this.depExports,
                    exports = this.exports,
                    factory = this.factory;

                if (!this.inited) {
                    // Only fetch if not already in the defQueue.
                    if (!hasProp(context.defQueueMap, id)) {
                        this.fetch();
                    }
                } else if (this.error) {
                    this.emit('error', this.error);
                } else if (!this.defining) {
                    //The factory could trigger another require call
                    //that would result in checking this module to
                    //define itself again. If already in the process
                    //of doing that, skip this work.
                    this.defining = true;

                    if (this.depCount < 1 && !this.defined) {
                        if (isFunction(factory)) {
                            try {
                                exports = context.execCb(id, factory, depExports, exports);
                            } catch (e) {
                                err = e;
                            }

                            // Favor return value over exports. If node/cjs in play,
                            // then will not have a return value anyway. Favor
                            // module.exports assignment over exports object.
                            if (this.map.isDefine && exports === undefined) {
                                cjsModule = this.module;
                                if (cjsModule) {
                                    exports = cjsModule.exports;
                                } else if (this.usingExports) {
                                    //exports already set the defined value.
                                    exports = this.exports;
                                }
                            }

                            if (err) {
                                // If there is an error listener, favor passing
                                // to that instead of throwing an error. However,
                                // only do it for define()'d  modules. require
                                // errbacks should not be called for failures in
                                // their callbacks (#699). However if a global
                                // onError is set, use that.
                                if ((this.events.error && this.map.isDefine) ||
                                    req.onError !== defaultOnError) {
                                    err.requireMap = this.map;
                                    err.requireModules = this.map.isDefine ? [this.map.id] : null;
                                    err.requireType = this.map.isDefine ? 'define' : 'require';
                                    return onError((this.error = err));
                                } else if (typeof console !== 'undefined' &&
                                           console.error) {
                                    // Log the error for debugging. If promises could be
                                    // used, this would be different, but making do.
                                    console.error(err);
                                } else {
                                    // Do not want to completely lose the error. While this
                                    // will mess up processing and lead to similar results
                                    // as bug 1440, it at least surfaces the error.
                                    req.onError(err);
                                }
                            }
                        } else {
                            //Just a literal value
                            exports = factory;
                        }

                        this.exports = exports;

                        if (this.map.isDefine && !this.ignore) {
                            defined[id] = exports;

                            if (req.onResourceLoad) {
                                var resLoadMaps = [];
                                each(this.depMaps, function (depMap) {
                                    resLoadMaps.push(depMap.normalizedMap || depMap);
                                });
                                req.onResourceLoad(context, this.map, resLoadMaps);
                            }
                        }

                        //Clean up
                        cleanRegistry(id);

                        this.defined = true;
                    }

                    //Finished the define stage. Allow calling check again
                    //to allow define notifications below in the case of a
                    //cycle.
                    this.defining = false;

                    if (this.defined && !this.defineEmitted) {
                        this.defineEmitted = true;
                        this.emit('defined', this.exports);
                        this.defineEmitComplete = true;
                    }

                }
            },

            callPlugin: function () {
                var map = this.map,
                    id = map.id,
                    //Map already normalized the prefix.
                    pluginMap = makeModuleMap(map.prefix);

                //Mark this as a dependency for this plugin, so it
                //can be traced for cycles.
                this.depMaps.push(pluginMap);

                on(pluginMap, 'defined', bind(this, function (plugin) {
                    var load, normalizedMap, normalizedMod,
                        bundleId = getOwn(bundlesMap, this.map.id),
                        name = this.map.name,
                        parentName = this.map.parentMap ? this.map.parentMap.name : null,
                        localRequire = context.makeRequire(map.parentMap, {
                            enableBuildCallback: true
                        });

                    //If current map is not normalized, wait for that
                    //normalized name to load instead of continuing.
                    if (this.map.unnormalized) {
                        //Normalize the ID if the plugin allows it.
                        if (plugin.normalize) {
                            name = plugin.normalize(name, function (name) {
                                return normalize(name, parentName, true);
                            }) || '';
                        }

                        //prefix and name should already be normalized, no need
                        //for applying map config again either.
                        normalizedMap = makeModuleMap(map.prefix + '!' + name,
                                                      this.map.parentMap);
                        on(normalizedMap,
                            'defined', bind(this, function (value) {
                                this.map.normalizedMap = normalizedMap;
                                this.init([], function () { return value; }, null, {
                                    enabled: true,
                                    ignore: true
                                });
                            }));

                        normalizedMod = getOwn(registry, normalizedMap.id);
                        if (normalizedMod) {
                            //Mark this as a dependency for this plugin, so it
                            //can be traced for cycles.
                            this.depMaps.push(normalizedMap);

                            if (this.events.error) {
                                normalizedMod.on('error', bind(this, function (err) {
                                    this.emit('error', err);
                                }));
                            }
                            normalizedMod.enable();
                        }

                        return;
                    }

                    //If a paths config, then just load that file instead to
                    //resolve the plugin, as it is built into that paths layer.
                    if (bundleId) {
                        this.map.url = context.nameToUrl(bundleId);
                        this.load();
                        return;
                    }

                    load = bind(this, function (value) {
                        this.init([], function () { return value; }, null, {
                            enabled: true
                        });
                    });

                    load.error = bind(this, function (err) {
                        this.inited = true;
                        this.error = err;
                        err.requireModules = [id];

                        //Remove temp unnormalized modules for this module,
                        //since they will never be resolved otherwise now.
                        eachProp(registry, function (mod) {
                            if (mod.map.id.indexOf(id + '_unnormalized') === 0) {
                                cleanRegistry(mod.map.id);
                            }
                        });

                        onError(err);
                    });

                    //Allow plugins to load other code without having to know the
                    //context or how to 'complete' the load.
                    load.fromText = bind(this, function (text, textAlt) {
                        /*jslint evil: true */
                        var moduleName = map.name,
                            moduleMap = makeModuleMap(moduleName),
                            hasInteractive = useInteractive;

                        //As of 2.1.0, support just passing the text, to reinforce
                        //fromText only being called once per resource. Still
                        //support old style of passing moduleName but discard
                        //that moduleName in favor of the internal ref.
                        if (textAlt) {
                            text = textAlt;
                        }

                        //Turn off interactive script matching for IE for any define
                        //calls in the text, then turn it back on at the end.
                        if (hasInteractive) {
                            useInteractive = false;
                        }

                        //Prime the system by creating a module instance for
                        //it.
                        getModule(moduleMap);

                        //Transfer any config to this other module.
                        if (hasProp(config.config, id)) {
                            config.config[moduleName] = config.config[id];
                        }

                        try {
                            req.exec(text);
                        } catch (e) {
                            return onError(makeError('fromtexteval',
                                             'fromText eval for ' + id +
                                            ' failed: ' + e,
                                             e,
                                             [id]));
                        }

                        if (hasInteractive) {
                            useInteractive = true;
                        }

                        //Mark this as a dependency for the plugin
                        //resource
                        this.depMaps.push(moduleMap);

                        //Support anonymous modules.
                        context.completeLoad(moduleName);

                        //Bind the value of that module to the value for this
                        //resource ID.
                        localRequire([moduleName], load);
                    });

                    //Use parentName here since the plugin's name is not reliable,
                    //could be some weird string with no path that actually wants to
                    //reference the parentName's path.
                    plugin.load(map.name, localRequire, load, config);
                }));

                context.enable(pluginMap, this);
                this.pluginMaps[pluginMap.id] = pluginMap;
            },

            enable: function () {
                enabledRegistry[this.map.id] = this;
                this.enabled = true;

                //Set flag mentioning that the module is enabling,
                //so that immediate calls to the defined callbacks
                //for dependencies do not trigger inadvertent load
                //with the depCount still being zero.
                this.enabling = true;

                //Enable each dependency
                each(this.depMaps, bind(this, function (depMap, i) {
                    var id, mod, handler;

                    if (typeof depMap === 'string') {
                        //Dependency needs to be converted to a depMap
                        //and wired up to this module.
                        depMap = makeModuleMap(depMap,
                                               (this.map.isDefine ? this.map : this.map.parentMap),
                                               false,
                                               !this.skipMap);
                        this.depMaps[i] = depMap;

                        handler = getOwn(handlers, depMap.id);

                        if (handler) {
                            this.depExports[i] = handler(this);
                            return;
                        }

                        this.depCount += 1;

                        on(depMap, 'defined', bind(this, function (depExports) {
                            if (this.undefed) {
                                return;
                            }
                            this.defineDep(i, depExports);
                            this.check();
                        }));

                        if (this.errback) {
                            on(depMap, 'error', bind(this, this.errback));
                        } else if (this.events.error) {
                            // No direct errback on this module, but something
                            // else is listening for errors, so be sure to
                            // propagate the error correctly.
                            on(depMap, 'error', bind(this, function(err) {
                                this.emit('error', err);
                            }));
                        }
                    }

                    id = depMap.id;
                    mod = registry[id];

                    //Skip special modules like 'require', 'exports', 'module'
                    //Also, don't call enable if it is already enabled,
                    //important in circular dependency cases.
                    if (!hasProp(handlers, id) && mod && !mod.enabled) {
                        context.enable(depMap, this);
                    }
                }));

                //Enable each plugin that is used in
                //a dependency
                eachProp(this.pluginMaps, bind(this, function (pluginMap) {
                    var mod = getOwn(registry, pluginMap.id);
                    if (mod && !mod.enabled) {
                        context.enable(pluginMap, this);
                    }
                }));

                this.enabling = false;

                this.check();
            },

            on: function (name, cb) {
                var cbs = this.events[name];
                if (!cbs) {
                    cbs = this.events[name] = [];
                }
                cbs.push(cb);
            },

            emit: function (name, evt) {
                each(this.events[name], function (cb) {
                    cb(evt);
                });
                if (name === 'error') {
                    //Now that the error handler was triggered, remove
                    //the listeners, since this broken Module instance
                    //can stay around for a while in the registry.
                    delete this.events[name];
                }
            }
        };

        function callGetModule(args) {
            //Skip modules already defined.
            if (!hasProp(defined, args[0])) {
                getModule(makeModuleMap(args[0], null, true)).init(args[1], args[2]);
            }
        }

        function removeListener(node, func, name, ieName) {
            //Favor detachEvent because of IE9
            //issue, see attachEvent/addEventListener comment elsewhere
            //in this file.
            if (node.detachEvent && !isOpera) {
                //Probably IE. If not it will throw an error, which will be
                //useful to know.
                if (ieName) {
                    node.detachEvent(ieName, func);
                }
            } else {
                node.removeEventListener(name, func, false);
            }
        }

        /**
         * Given an event from a script node, get the requirejs info from it,
         * and then removes the event listeners on the node.
         * @param {Event} evt
         * @returns {Object}
         */
        function getScriptData(evt) {
            //Using currentTarget instead of target for Firefox 2.0's sake. Not
            //all old browsers will be supported, but this one was easy enough
            //to support and still makes sense.
            var node = evt.currentTarget || evt.srcElement;

            //Remove the listeners once here.
            removeListener(node, context.onScriptLoad, 'load', 'onreadystatechange');
            removeListener(node, context.onScriptError, 'error');

            return {
                node: node,
                id: node && node.getAttribute('data-requiremodule')
            };
        }

        function intakeDefines() {
            var args;

            //Any defined modules in the global queue, intake them now.
            takeGlobalQueue();

            //Make sure any remaining defQueue items get properly processed.
            while (defQueue.length) {
                args = defQueue.shift();
                if (args[0] === null) {
                    return onError(makeError('mismatch', 'Mismatched anonymous define() module: ' +
                        args[args.length - 1]));
                } else {
                    //args are id, deps, factory. Should be normalized by the
                    //define() function.
                    callGetModule(args);
                }
            }
            context.defQueueMap = {};
        }

        context = {
            config: config,
            contextName: contextName,
            registry: registry,
            defined: defined,
            urlFetched: urlFetched,
            defQueue: defQueue,
            defQueueMap: {},
            Module: Module,
            makeModuleMap: makeModuleMap,
            nextTick: req.nextTick,
            onError: onError,

            /**
             * Set a configuration for the context.
             * @param {Object} cfg config object to integrate.
             */
            configure: function (cfg) {
                //Make sure the baseUrl ends in a slash.
                if (cfg.baseUrl) {
                    if (cfg.baseUrl.charAt(cfg.baseUrl.length - 1) !== '/') {
                        cfg.baseUrl += '/';
                    }
                }

                //Save off the paths since they require special processing,
                //they are additive.
                var shim = config.shim,
                    objs = {
                        paths: true,
                        bundles: true,
                        config: true,
                        map: true
                    };

                eachProp(cfg, function (value, prop) {
                    if (objs[prop]) {
                        if (!config[prop]) {
                            config[prop] = {};
                        }
                        mixin(config[prop], value, true, true);
                    } else {
                        config[prop] = value;
                    }
                });

                //Reverse map the bundles
                if (cfg.bundles) {
                    eachProp(cfg.bundles, function (value, prop) {
                        each(value, function (v) {
                            if (v !== prop) {
                                bundlesMap[v] = prop;
                            }
                        });
                    });
                }

                //Merge shim
                if (cfg.shim) {
                    eachProp(cfg.shim, function (value, id) {
                        //Normalize the structure
                        if (isArray(value)) {
                            value = {
                                deps: value
                            };
                        }
                        if ((value.exports || value.init) && !value.exportsFn) {
                            value.exportsFn = context.makeShimExports(value);
                        }
                        shim[id] = value;
                    });
                    config.shim = shim;
                }

                //Adjust packages if necessary.
                if (cfg.packages) {
                    each(cfg.packages, function (pkgObj) {
                        var location, name;

                        pkgObj = typeof pkgObj === 'string' ? {name: pkgObj} : pkgObj;

                        name = pkgObj.name;
                        location = pkgObj.location;
                        if (location) {
                            config.paths[name] = pkgObj.location;
                        }

                        //Save pointer to main module ID for pkg name.
                        //Remove leading dot in main, so main paths are normalized,
                        //and remove any trailing .js, since different package
                        //envs have different conventions: some use a module name,
                        //some use a file name.
                        config.pkgs[name] = pkgObj.name + '/' + (pkgObj.main || 'main')
                                     .replace(currDirRegExp, '')
                                     .replace(jsSuffixRegExp, '');
                    });
                }

                //If there are any "waiting to execute" modules in the registry,
                //update the maps for them, since their info, like URLs to load,
                //may have changed.
                eachProp(registry, function (mod, id) {
                    //If module already has init called, since it is too
                    //late to modify them, and ignore unnormalized ones
                    //since they are transient.
                    if (!mod.inited && !mod.map.unnormalized) {
                        mod.map = makeModuleMap(id, null, true);
                    }
                });

                //If a deps array or a config callback is specified, then call
                //require with those args. This is useful when require is defined as a
                //config object before require.js is loaded.
                if (cfg.deps || cfg.callback) {
                    context.require(cfg.deps || [], cfg.callback);
                }
            },

            makeShimExports: function (value) {
                function fn() {
                    var ret;
                    if (value.init) {
                        ret = value.init.apply(global, arguments);
                    }
                    return ret || (value.exports && getGlobal(value.exports));
                }
                return fn;
            },

            makeRequire: function (relMap, options) {
                options = options || {};

                function localRequire(deps, callback, errback) {
                    var id, map, requireMod;

                    if (options.enableBuildCallback && callback && isFunction(callback)) {
                        callback.__requireJsBuild = true;
                    }

                    if (typeof deps === 'string') {
                        if (isFunction(callback)) {
                            //Invalid call
                            return onError(makeError('requireargs', 'Invalid require call'), errback);
                        }

                        //If require|exports|module are requested, get the
                        //value for them from the special handlers. Caveat:
                        //this only works while module is being defined.
                        if (relMap && hasProp(handlers, deps)) {
                            return handlers[deps](registry[relMap.id]);
                        }

                        //Synchronous access to one module. If require.get is
                        //available (as in the Node adapter), prefer that.
                        if (req.get) {
                            return req.get(context, deps, relMap, localRequire);
                        }

                        //Normalize module name, if it contains . or ..
                        map = makeModuleMap(deps, relMap, false, true);
                        id = map.id;

                        if (!hasProp(defined, id)) {
                            return onError(makeError('notloaded', 'Module name "' +
                                        id +
                                        '" has not been loaded yet for context: ' +
                                        contextName +
                                        (relMap ? '' : '. Use require([])')));
                        }
                        return defined[id];
                    }

                    //Grab defines waiting in the global queue.
                    intakeDefines();

                    //Mark all the dependencies as needing to be loaded.
                    context.nextTick(function () {
                        //Some defines could have been added since the
                        //require call, collect them.
                        intakeDefines();

                        requireMod = getModule(makeModuleMap(null, relMap));

                        //Store if map config should be applied to this require
                        //call for dependencies.
                        requireMod.skipMap = options.skipMap;

                        requireMod.init(deps, callback, errback, {
                            enabled: true
                        });

                        checkLoaded();
                    });

                    return localRequire;
                }

                mixin(localRequire, {
                    isBrowser: isBrowser,

                    /**
                     * Converts a module name + .extension into an URL path.
                     * *Requires* the use of a module name. It does not support using
                     * plain URLs like nameToUrl.
                     */
                    toUrl: function (moduleNamePlusExt) {
                        var ext,
                            index = moduleNamePlusExt.lastIndexOf('.'),
                            segment = moduleNamePlusExt.split('/')[0],
                            isRelative = segment === '.' || segment === '..';

                        //Have a file extension alias, and it is not the
                        //dots from a relative path.
                        if (index !== -1 && (!isRelative || index > 1)) {
                            ext = moduleNamePlusExt.substring(index, moduleNamePlusExt.length);
                            moduleNamePlusExt = moduleNamePlusExt.substring(0, index);
                        }

                        return context.nameToUrl(normalize(moduleNamePlusExt,
                                                relMap && relMap.id, true), ext,  true);
                    },

                    defined: function (id) {
                        return hasProp(defined, makeModuleMap(id, relMap, false, true).id);
                    },

                    specified: function (id) {
                        id = makeModuleMap(id, relMap, false, true).id;
                        return hasProp(defined, id) || hasProp(registry, id);
                    }
                });

                //Only allow undef on top level require calls
                if (!relMap) {
                    localRequire.undef = function (id) {
                        //Bind any waiting define() calls to this context,
                        //fix for #408
                        takeGlobalQueue();

                        var map = makeModuleMap(id, relMap, true),
                            mod = getOwn(registry, id);

                        mod.undefed = true;
                        removeScript(id);

                        delete defined[id];
                        delete urlFetched[map.url];
                        delete undefEvents[id];

                        //Clean queued defines too. Go backwards
                        //in array so that the splices do not
                        //mess up the iteration.
                        eachReverse(defQueue, function(args, i) {
                            if (args[0] === id) {
                                defQueue.splice(i, 1);
                            }
                        });
                        delete context.defQueueMap[id];

                        if (mod) {
                            //Hold on to listeners in case the
                            //module will be attempted to be reloaded
                            //using a different config.
                            if (mod.events.defined) {
                                undefEvents[id] = mod.events;
                            }

                            cleanRegistry(id);
                        }
                    };
                }

                return localRequire;
            },

            /**
             * Called to enable a module if it is still in the registry
             * awaiting enablement. A second arg, parent, the parent module,
             * is passed in for context, when this method is overridden by
             * the optimizer. Not shown here to keep code compact.
             */
            enable: function (depMap) {
                var mod = getOwn(registry, depMap.id);
                if (mod) {
                    getModule(depMap).enable();
                }
            },

            /**
             * Internal method used by environment adapters to complete a load event.
             * A load event could be a script load or just a load pass from a synchronous
             * load call.
             * @param {String} moduleName the name of the module to potentially complete.
             */
            completeLoad: function (moduleName) {
                var found, args, mod,
                    shim = getOwn(config.shim, moduleName) || {},
                    shExports = shim.exports;

                takeGlobalQueue();

                while (defQueue.length) {
                    args = defQueue.shift();
                    if (args[0] === null) {
                        args[0] = moduleName;
                        //If already found an anonymous module and bound it
                        //to this name, then this is some other anon module
                        //waiting for its completeLoad to fire.
                        if (found) {
                            break;
                        }
                        found = true;
                    } else if (args[0] === moduleName) {
                        //Found matching define call for this script!
                        found = true;
                    }

                    callGetModule(args);
                }
                context.defQueueMap = {};

                //Do this after the cycle of callGetModule in case the result
                //of those calls/init calls changes the registry.
                mod = getOwn(registry, moduleName);

                if (!found && !hasProp(defined, moduleName) && mod && !mod.inited) {
                    if (config.enforceDefine && (!shExports || !getGlobal(shExports))) {
                        if (hasPathFallback(moduleName)) {
                            return;
                        } else {
                            return onError(makeError('nodefine',
                                             'No define call for ' + moduleName,
                                             null,
                                             [moduleName]));
                        }
                    } else {
                        //A script that does not call define(), so just simulate
                        //the call for it.
                        callGetModule([moduleName, (shim.deps || []), shim.exportsFn]);
                    }
                }

                checkLoaded();
            },

            /**
             * Converts a module name to a file path. Supports cases where
             * moduleName may actually be just an URL.
             * Note that it **does not** call normalize on the moduleName,
             * it is assumed to have already been normalized. This is an
             * internal API, not a public one. Use toUrl for the public API.
             */
            nameToUrl: function (moduleName, ext, skipExt) {
                var paths, syms, i, parentModule, url,
                    parentPath, bundleId,
                    pkgMain = getOwn(config.pkgs, moduleName);

                if (pkgMain) {
                    moduleName = pkgMain;
                }

                bundleId = getOwn(bundlesMap, moduleName);

                if (bundleId) {
                    return context.nameToUrl(bundleId, ext, skipExt);
                }

                //If a colon is in the URL, it indicates a protocol is used and it is just
                //an URL to a file, or if it starts with a slash, contains a query arg (i.e. ?)
                //or ends with .js, then assume the user meant to use an url and not a module id.
                //The slash is important for protocol-less URLs as well as full paths.
                if (req.jsExtRegExp.test(moduleName)) {
                    //Just a plain path, not module name lookup, so just return it.
                    //Add extension if it is included. This is a bit wonky, only non-.js things pass
                    //an extension, this method probably needs to be reworked.
                    url = moduleName + (ext || '');
                } else {
                    //A module that needs to be converted to a path.
                    paths = config.paths;

                    syms = moduleName.split('/');
                    //For each module name segment, see if there is a path
                    //registered for it. Start with most specific name
                    //and work up from it.
                    for (i = syms.length; i > 0; i -= 1) {
                        parentModule = syms.slice(0, i).join('/');

                        parentPath = getOwn(paths, parentModule);
                        if (parentPath) {
                            //If an array, it means there are a few choices,
                            //Choose the one that is desired
                            if (isArray(parentPath)) {
                                parentPath = parentPath[0];
                            }
                            syms.splice(0, i, parentPath);
                            break;
                        }
                    }

                    //Join the path parts together, then figure out if baseUrl is needed.
                    url = syms.join('/');
                    url += (ext || (/^data\:|\?/.test(url) || skipExt ? '' : '.js'));
                    url = (url.charAt(0) === '/' || url.match(/^[\w\+\.\-]+:/) ? '' : config.baseUrl) + url;
                }

                return config.urlArgs ? url +
                                        ((url.indexOf('?') === -1 ? '?' : '&') +
                                         config.urlArgs) : url;
            },

            //Delegates to req.load. Broken out as a separate function to
            //allow overriding in the optimizer.
            load: function (id, url) {
                req.load(context, id, url);
            },

            /**
             * Executes a module callback function. Broken out as a separate function
             * solely to allow the build system to sequence the files in the built
             * layer in the right sequence.
             *
             * @private
             */
            execCb: function (name, callback, args, exports) {
                return callback.apply(exports, args);
            },

            /**
             * callback for script loads, used to check status of loading.
             *
             * @param {Event} evt the event from the browser for the script
             * that was loaded.
             */
            onScriptLoad: function (evt) {
                //Using currentTarget instead of target for Firefox 2.0's sake. Not
                //all old browsers will be supported, but this one was easy enough
                //to support and still makes sense.
                if (evt.type === 'load' ||
                        (readyRegExp.test((evt.currentTarget || evt.srcElement).readyState))) {
                    //Reset interactive script so a script node is not held onto for
                    //to long.
                    interactiveScript = null;

                    //Pull out the name of the module and the context.
                    var data = getScriptData(evt);
                    context.completeLoad(data.id);
                }
            },

            /**
             * Callback for script errors.
             */
            onScriptError: function (evt) {
                var data = getScriptData(evt);
                if (!hasPathFallback(data.id)) {
                    var parents = [];
                    eachProp(registry, function(value, key) {
                        if (key.indexOf('_@r') !== 0) {
                            each(value.depMaps, function(depMap) {
                                if (depMap.id === data.id) {
                                    parents.push(key);
                                }
                                return true;
                            });
                        }
                    });
                    return onError(makeError('scripterror', 'Script error for "' + data.id +
                                             (parents.length ?
                                             '", needed by: ' + parents.join(', ') :
                                             '"'), evt, [data.id]));
                }
            }
        };

        context.require = context.makeRequire();
        return context;
    }

    /**
     * Main entry point.
     *
     * If the only argument to require is a string, then the module that
     * is represented by that string is fetched for the appropriate context.
     *
     * If the first argument is an array, then it will be treated as an array
     * of dependency string names to fetch. An optional function callback can
     * be specified to execute when all of those dependencies are available.
     *
     * Make a local req variable to help Caja compliance (it assumes things
     * on a require that are not standardized), and to give a short
     * name for minification/local scope use.
     */
    req = requirejs = function (deps, callback, errback, optional) {

        //Find the right context, use default
        var context, config,
            contextName = defContextName;

        // Determine if have config object in the call.
        if (!isArray(deps) && typeof deps !== 'string') {
            // deps is a config object
            config = deps;
            if (isArray(callback)) {
                // Adjust args if there are dependencies
                deps = callback;
                callback = errback;
                errback = optional;
            } else {
                deps = [];
            }
        }

        if (config && config.context) {
            contextName = config.context;
        }

        context = getOwn(contexts, contextName);
        if (!context) {
            context = contexts[contextName] = req.s.newContext(contextName);
        }

        if (config) {
            context.configure(config);
        }

        return context.require(deps, callback, errback);
    };

    /**
     * Support require.config() to make it easier to cooperate with other
     * AMD loaders on globally agreed names.
     */
    req.config = function (config) {
        return req(config);
    };

    /**
     * Execute something after the current tick
     * of the event loop. Override for other envs
     * that have a better solution than setTimeout.
     * @param  {Function} fn function to execute later.
     */
    req.nextTick = typeof setTimeout !== 'undefined' ? function (fn) {
        setTimeout(fn, 4);
    } : function (fn) { fn(); };

    /**
     * Export require as a global, but only if it does not already exist.
     */
    if (!require) {
        require = req;
    }

    req.version = version;

    //Used to filter out dependencies that are already paths.
    req.jsExtRegExp = /^\/|:|\?|\.js$/;
    req.isBrowser = isBrowser;
    s = req.s = {
        contexts: contexts,
        newContext: newContext
    };

    //Create default context.
    req({});

    //Exports some context-sensitive methods on global require.
    each([
        'toUrl',
        'undef',
        'defined',
        'specified'
    ], function (prop) {
        //Reference from contexts instead of early binding to default context,
        //so that during builds, the latest instance of the default context
        //with its config gets used.
        req[prop] = function () {
            var ctx = contexts[defContextName];
            return ctx.require[prop].apply(ctx, arguments);
        };
    });

    if (isBrowser) {
        head = s.head = document.getElementsByTagName('head')[0];
        //If BASE tag is in play, using appendChild is a problem for IE6.
        //When that browser dies, this can be removed. Details in this jQuery bug:
        //http://dev.jquery.com/ticket/2709
        baseElement = document.getElementsByTagName('base')[0];
        if (baseElement) {
            head = s.head = baseElement.parentNode;
        }
    }

    /**
     * Any errors that require explicitly generates will be passed to this
     * function. Intercept/override it if you want custom error handling.
     * @param {Error} err the error object.
     */
    req.onError = defaultOnError;

    /**
     * Creates the node for the load command. Only used in browser envs.
     */
    req.createNode = function (config, moduleName, url) {
        var node = config.xhtml ?
                document.createElementNS('http://www.w3.org/1999/xhtml', 'html:script') :
                document.createElement('script');
        node.type = config.scriptType || 'text/javascript';
        node.charset = 'utf-8';
        node.async = true;
        return node;
    };

    /**
     * Does the request to load a module for the browser case.
     * Make this a separate function to allow other environments
     * to override it.
     *
     * @param {Object} context the require context to find state.
     * @param {String} moduleName the name of the module.
     * @param {Object} url the URL to the module.
     */
    req.load = function (context, moduleName, url) {
        var config = (context && context.config) || {},
            node;
        if (isBrowser) {
            //In the browser so use a script tag
            node = req.createNode(config, moduleName, url);
            if (config.onNodeCreated) {
                config.onNodeCreated(node, config, moduleName, url);
            }

            node.setAttribute('data-requirecontext', context.contextName);
            node.setAttribute('data-requiremodule', moduleName);

            //Set up load listener. Test attachEvent first because IE9 has
            //a subtle issue in its addEventListener and script onload firings
            //that do not match the behavior of all other browsers with
            //addEventListener support, which fire the onload event for a
            //script right after the script execution. See:
            //https://connect.microsoft.com/IE/feedback/details/648057/script-onload-event-is-not-fired-immediately-after-script-execution
            //UNFORTUNATELY Opera implements attachEvent but does not follow the script
            //script execution mode.
            if (node.attachEvent &&
                    //Check if node.attachEvent is artificially added by custom script or
                    //natively supported by browser
                    //read https://github.com/jrburke/requirejs/issues/187
                    //if we can NOT find [native code] then it must NOT natively supported.
                    //in IE8, node.attachEvent does not have toString()
                    //Note the test for "[native code" with no closing brace, see:
                    //https://github.com/jrburke/requirejs/issues/273
                    !(node.attachEvent.toString && node.attachEvent.toString().indexOf('[native code') < 0) &&
                    !isOpera) {
                //Probably IE. IE (at least 6-8) do not fire
                //script onload right after executing the script, so
                //we cannot tie the anonymous define call to a name.
                //However, IE reports the script as being in 'interactive'
                //readyState at the time of the define call.
                useInteractive = true;

                node.attachEvent('onreadystatechange', context.onScriptLoad);
                //It would be great to add an error handler here to catch
                //404s in IE9+. However, onreadystatechange will fire before
                //the error handler, so that does not help. If addEventListener
                //is used, then IE will fire error before load, but we cannot
                //use that pathway given the connect.microsoft.com issue
                //mentioned above about not doing the 'script execute,
                //then fire the script load event listener before execute
                //next script' that other browsers do.
                //Best hope: IE10 fixes the issues,
                //and then destroys all installs of IE 6-9.
                //node.attachEvent('onerror', context.onScriptError);
            } else {
                node.addEventListener('load', context.onScriptLoad, false);
                node.addEventListener('error', context.onScriptError, false);
            }
            node.src = url;

            //For some cache cases in IE 6-8, the script executes before the end
            //of the appendChild execution, so to tie an anonymous define
            //call to the module name (which is stored on the node), hold on
            //to a reference to this node, but clear after the DOM insertion.
            currentlyAddingScript = node;
            if (baseElement) {
                head.insertBefore(node, baseElement);
            } else {
                head.appendChild(node);
            }
            currentlyAddingScript = null;

            return node;
        } else if (isWebWorker) {
            try {
                //In a web worker, use importScripts. This is not a very
                //efficient use of importScripts, importScripts will block until
                //its script is downloaded and evaluated. However, if web workers
                //are in play, the expectation is that a build has been done so
                //that only one script needs to be loaded anyway. This may need
                //to be reevaluated if other use cases become common.
                importScripts(url);

                //Account for anonymous modules
                context.completeLoad(moduleName);
            } catch (e) {
                context.onError(makeError('importscripts',
                                'importScripts failed for ' +
                                    moduleName + ' at ' + url,
                                e,
                                [moduleName]));
            }
        }
    };

    function getInteractiveScript() {
        if (interactiveScript && interactiveScript.readyState === 'interactive') {
            return interactiveScript;
        }

        eachReverse(scripts(), function (script) {
            if (script.readyState === 'interactive') {
                return (interactiveScript = script);
            }
        });
        return interactiveScript;
    }

    //Look for a data-main script attribute, which could also adjust the baseUrl.
    if (isBrowser && !cfg.skipDataMain) {
        //Figure out baseUrl. Get it from the script tag with require.js in it.
        eachReverse(scripts(), function (script) {
            //Set the 'head' where we can append children by
            //using the script's parent.
            if (!head) {
                head = script.parentNode;
            }

            //Look for a data-main attribute to set main script for the page
            //to load. If it is there, the path to data main becomes the
            //baseUrl, if it is not already set.
            dataMain = script.getAttribute('data-main');
            if (dataMain) {
                //Preserve dataMain in case it is a path (i.e. contains '?')
                mainScript = dataMain;

                //Set final baseUrl if there is not already an explicit one.
                if (!cfg.baseUrl) {
                    //Pull off the directory of data-main for use as the
                    //baseUrl.
                    src = mainScript.split('/');
                    mainScript = src.pop();
                    subPath = src.length ? src.join('/')  + '/' : './';

                    cfg.baseUrl = subPath;
                }

                //Strip off any trailing .js since mainScript is now
                //like a module name.
                mainScript = mainScript.replace(jsSuffixRegExp, '');

                //If mainScript is still a path, fall back to dataMain
                if (req.jsExtRegExp.test(mainScript)) {
                    mainScript = dataMain;
                }

                //Put the data-main script in the files to load.
                cfg.deps = cfg.deps ? cfg.deps.concat(mainScript) : [mainScript];

                return true;
            }
        });
    }

    /**
     * The function that handles definitions of modules. Differs from
     * require() in that a string for the module should be the first argument,
     * and the function to execute after dependencies are loaded should
     * return a value to define the module corresponding to the first argument's
     * name.
     */
    define = function (name, deps, callback) {
        var node, context;

        //Allow for anonymous modules
        if (typeof name !== 'string') {
            //Adjust args appropriately
            callback = deps;
            deps = name;
            name = null;
        }

        //This module may not have dependencies
        if (!isArray(deps)) {
            callback = deps;
            deps = null;
        }

        //If no name, and callback is a function, then figure out if it a
        //CommonJS thing with dependencies.
        if (!deps && isFunction(callback)) {
            deps = [];
            //Remove comments from the callback string,
            //look for require calls, and pull them into the dependencies,
            //but only if there are function args.
            if (callback.length) {
                callback
                    .toString()
                    .replace(commentRegExp, '')
                    .replace(cjsRequireRegExp, function (match, dep) {
                        deps.push(dep);
                    });

                //May be a CommonJS thing even without require calls, but still
                //could use exports, and module. Avoid doing exports and module
                //work though if it just needs require.
                //REQUIRES the function to expect the CommonJS variables in the
                //order listed below.
                deps = (callback.length === 1 ? ['require'] : ['require', 'exports', 'module']).concat(deps);
            }
        }

        //If in IE 6-8 and hit an anonymous define() call, do the interactive
        //work.
        if (useInteractive) {
            node = currentlyAddingScript || getInteractiveScript();
            if (node) {
                if (!name) {
                    name = node.getAttribute('data-requiremodule');
                }
                context = contexts[node.getAttribute('data-requirecontext')];
            }
        }

        //Always save off evaluating the def call until the script onload handler.
        //This allows multiple modules to be in a file without prematurely
        //tracing dependencies, and allows for anonymous module support,
        //where the module name is not known until the script onload event
        //occurs. If no context, use the global queue, and get it processed
        //in the onscript load callback.
        if (context) {
            context.defQueue.push([name, deps, callback]);
            context.defQueueMap[name] = true;
        } else {
            globalDefQueue.push([name, deps, callback]);
        }
    };

    define.amd = {
        jQuery: true
    };

    /**
     * Executes the text. Normally just uses eval, but can be modified
     * to use a better, environment-specific call. Only used for transpiling
     * loader plugins, not for plain JS modules.
     * @param {String} text the text to execute/evaluate.
     */
    req.exec = function (text) {
        /*jslint evil: true */
        return eval(text);
    };

    //Set up with config info.
    req(cfg);
}(this));
",
+              "ok": true,
+              "headers": [
+                [
+                  "content-type",
+                  "application/javascript"
+                ]
+              ],
+              "status": 200,
+              "status_text": ""
+            }
+          },
+          "base_uri": "https://localhost:8080/",
+          "height": 681,
+          "referenced_widgets": [
+            "9160c088bf39460da64dbad6bd54bdc0",
+            "41ce9036c91846fea09a3f4893d2d158",
+            "7d96941448f44a45853a329dc88d8743",
+            "024de908ddd9428dafdd3ee7c601ddf7",
+            "b24a7506146f49f8a20bfa822bb7a961"
+          ]
+        },
+        "id": "V3_4ceAOXbiP",
+        "outputId": "dbf8be86-b4a5-459b-8240-9784ae2d1d6e"
+      },
+      "source": [
+        "tuned_unsupervised = tune_model(model = 'lda', multi_core = True)"
+      ],
+      "id": "V3_4ceAOXbiP",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "\n",
+              "            <script src=\"/static/components/requirejs/require.js\"></script>\n",
+              "            <script>\n",
+              "              requirejs.config({\n",
+              "                paths: {\n",
+              "                  base: '/static/base',\n",
+              "                  plotly: 'https://cdn.plot.ly/plotly-latest.min.js?noext',\n",
+              "                },\n",
+              "              });\n",
+              "            </script>\n",
+              "            "
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "9160c088bf39460da64dbad6bd54bdc0",
+              "version_minor": 0,
+              "version_major": 2
+            },
+            "text/plain": [
+              "IntProgress(value=0, description='Processing: ', max=25)"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "024de908ddd9428dafdd3ee7c601ddf7",
+              "version_minor": 0,
+              "version_major": 2
+            },
+            "text/plain": [
+              "Output()"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "        <script type=\"text/javascript\">\n",
+              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+              "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+              "        if (typeof require !== 'undefined') {\n",
+              "        require.undef(\"plotly\");\n",
+              "        requirejs.config({\n",
+              "            paths: {\n",
+              "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
+              "            }\n",
+              "        });\n",
+              "        require(['plotly'], function(Plotly) {\n",
+              "            window._Plotly = Plotly;\n",
+              "        });\n",
+              "        }\n",
+              "        </script>\n",
+              "        "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th></th>\n",
+              "      <th></th>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th></th>\n",
+              "      <th></th>\n",
+              "      <th></th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Initiated</th>\n",
+              "      <td>. . . . . . . . . . . . . . . . . .</td>\n",
+              "      <td>07:20:16</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Status</th>\n",
+              "      <td>. . . . . . . . . . . . . . . . . .</td>\n",
+              "      <td>Finalizing</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Step</th>\n",
+              "      <td>. . . . . . . . . . . . . . . . . .</td>\n",
+              "      <td>Evaluating Coherence With 400 Topics</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "                                                                                    \n",
+              "                                                                                    \n",
+              "Initiated  . . . . . . . . . . . . . . . . . .                              07:20:16\n",
+              "Status     . . . . . . . . . . . . . . . . . .                            Finalizing\n",
+              "Step       . . . . . . . . . . . . . . . . . .  Evaluating Coherence With 400 Topics"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "        \n",
+              "        \n",
+              "            <div id=\"9f58ee53-5a2e-4233-90af-312a0e5605d0\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+              "            <script type=\"text/javascript\">\n",
+              "                require([\"plotly\"], function(Plotly) {\n",
+              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
+              "                    \n",
+              "                if (document.getElementById(\"9f58ee53-5a2e-4233-90af-312a0e5605d0\")) {\n",
+              "                    Plotly.newPlot(\n",
+              "                        '9f58ee53-5a2e-4233-90af-312a0e5605d0',\n",
+              "                        [{\"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"Metric=Coherence<br># Topics=%{x}<br>Score=%{y}\", \"legendgroup\": \"Metric=Coherence\", \"line\": {\"color\": \"#636efa\", \"dash\": \"solid\", \"shape\": \"linear\"}, \"mode\": \"lines\", \"name\": \"Metric=Coherence\", \"showlegend\": true, \"type\": \"scatter\", \"x\": [2, 4, 8, 16, 32, 64, 100, 200, 300, 400], \"xaxis\": \"x\", \"y\": [0.3224465938237828, 0.3893855426773154, 0.35397738041320764, 0.3609949011013329, 0.3866903686896548, 0.336285815050198, 0.35860957411164085, 0.3350647792649555, 0.34387884707665894, 0.3572148033097053], \"yaxis\": \"y\"}],\n",
+              "                        {\"legend\": {\"tracegroupgap\": 0}, \"plot_bgcolor\": \"rgb(245,245,245)\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Coherence Value and # of Topics\"}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"# Topics\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"Score\"}}},\n",
+              "                        {\"responsive\": true}\n",
+              "                    ).then(function(){\n",
+              "                            \n",
+              "var gd = document.getElementById('9f58ee53-5a2e-4233-90af-312a0e5605d0');\n",
+              "var x = new MutationObserver(function (mutations, observer) {{\n",
+              "        var display = window.getComputedStyle(gd).display;\n",
+              "        if (!display || display === 'none') {{\n",
+              "            console.log([gd, 'removed!']);\n",
+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
+              "// Listen for the removal of the full notebook cells\n",
+              "var notebookContainer = gd.closest('#notebook-container');\n",
+              "if (notebookContainer) {{\n",
+              "    x.observe(notebookContainer, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "// Listen for the clearing of the current output cell\n",
+              "var outputEl = gd.closest('.output');\n",
+              "if (outputEl) {{\n",
+              "    x.observe(outputEl, {childList: true});\n",
+              "}}\n",
+              "\n",
+              "                        })\n",
+              "                };\n",
+              "                });\n",
+              "            </script>\n",
+              "        </div>"
+            ],
+            "application/vnd.plotly.v1+json": {
+              "data": [
+                {
+                  "hovertemplate": "Metric=Coherence<br># Topics=%{x}<br>Score=%{y}",
+                  "showlegend": true,
+                  "legendgroup": "Metric=Coherence",
+                  "name": "Metric=Coherence",
+                  "yaxis": "y",
+                  "hoverlabel": {
+                    "namelength": 0
+                  },
+                  "mode": "lines",
+                  "xaxis": "x",
+                  "y": [
+                    0.3224465938237828,
+                    0.3893855426773154,
+                    0.35397738041320764,
+                    0.3609949011013329,
+                    0.3866903686896548,
+                    0.336285815050198,
+                    0.35860957411164085,
+                    0.3350647792649555,
+                    0.34387884707665894,
+                    0.3572148033097053
+                  ],
+                  "x": [
+                    2,
+                    4,
+                    8,
+                    16,
+                    32,
+                    64,
+                    100,
+                    200,
+                    300,
+                    400
+                  ],
+                  "line": {
+                    "color": "#636efa",
+                    "dash": "solid",
+                    "shape": "linear"
+                  },
+                  "type": "scatter"
+                }
+              ],
+              "config": {
+                "plotlyServerURL": "https://plot.ly"
+              },
+              "layout": {
+                "template": {
+                  "layout": {
+                    "shapedefaults": {
+                      "line": {
+                        "color": "#2a3f5f"
+                      }
+                    },
+                    "polar": {
+                      "radialaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "bgcolor": "#E5ECF6",
+                      "angularaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "colorway": [
+                      "#636efa",
+                      "#EF553B",
+                      "#00cc96",
+                      "#ab63fa",
+                      "#FFA15A",
+                      "#19d3f3",
+                      "#FF6692",
+                      "#B6E880",
+                      "#FF97FF",
+                      "#FECB52"
+                    ],
+                    "xaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "colorscale": {
+                      "diverging": [
+                        [
+                          0,
+                          "#8e0152"
+                        ],
+                        [
+                          0.1,
+                          "#c51b7d"
+                        ],
+                        [
+                          0.2,
+                          "#de77ae"
+                        ],
+                        [
+                          0.3,
+                          "#f1b6da"
+                        ],
+                        [
+                          0.4,
+                          "#fde0ef"
+                        ],
+                        [
+                          0.5,
+                          "#f7f7f7"
+                        ],
+                        [
+                          0.6,
+                          "#e6f5d0"
+                        ],
+                        [
+                          0.7,
+                          "#b8e186"
+                        ],
+                        [
+                          0.8,
+                          "#7fbc41"
+                        ],
+                        [
+                          0.9,
+                          "#4d9221"
+                        ],
+                        [
+                          1,
+                          "#276419"
+                        ]
+                      ],
+                      "sequential": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ],
+                      "sequentialminus": [
+                        [
+                          0,
+                          "#0d0887"
+                        ],
+                        [
+                          0.1111111111111111,
+                          "#46039f"
+                        ],
+                        [
+                          0.2222222222222222,
+                          "#7201a8"
+                        ],
+                        [
+                          0.3333333333333333,
+                          "#9c179e"
+                        ],
+                        [
+                          0.4444444444444444,
+                          "#bd3786"
+                        ],
+                        [
+                          0.5555555555555556,
+                          "#d8576b"
+                        ],
+                        [
+                          0.6666666666666666,
+                          "#ed7953"
+                        ],
+                        [
+                          0.7777777777777778,
+                          "#fb9f3a"
+                        ],
+                        [
+                          0.8888888888888888,
+                          "#fdca26"
+                        ],
+                        [
+                          1,
+                          "#f0f921"
+                        ]
+                      ]
+                    },
+                    "paper_bgcolor": "white",
+                    "plot_bgcolor": "#E5ECF6",
+                    "title": {
+                      "x": 0.05
+                    },
+                    "scene": {
+                      "zaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "xaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "yaxis": {
+                        "backgroundcolor": "#E5ECF6",
+                        "ticks": "",
+                        "gridwidth": 2,
+                        "showbackground": true,
+                        "zerolinecolor": "white",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "yaxis": {
+                      "automargin": true,
+                      "title": {
+                        "standoff": 15
+                      },
+                      "zerolinewidth": 2,
+                      "ticks": "",
+                      "zerolinecolor": "white",
+                      "gridcolor": "white",
+                      "linecolor": "white"
+                    },
+                    "annotationdefaults": {
+                      "arrowwidth": 1,
+                      "arrowhead": 0,
+                      "arrowcolor": "#2a3f5f"
+                    },
+                    "hoverlabel": {
+                      "align": "left"
+                    },
+                    "ternary": {
+                      "bgcolor": "#E5ECF6",
+                      "baxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "caxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      },
+                      "aaxis": {
+                        "ticks": "",
+                        "gridcolor": "white",
+                        "linecolor": "white"
+                      }
+                    },
+                    "mapbox": {
+                      "style": "light"
+                    },
+                    "hovermode": "closest",
+                    "font": {
+                      "color": "#2a3f5f"
+                    },
+                    "geo": {
+                      "showland": true,
+                      "landcolor": "#E5ECF6",
+                      "showlakes": true,
+                      "bgcolor": "white",
+                      "subunitcolor": "white",
+                      "lakecolor": "white"
+                    },
+                    "coloraxis": {
+                      "colorbar": {
+                        "outlinewidth": 0,
+                        "ticks": ""
+                      }
+                    }
+                  },
+                  "data": {
+                    "mesh3d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "mesh3d"
+                      }
+                    ],
+                    "scattercarpet": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattercarpet"
+                      }
+                    ],
+                    "pie": [
+                      {
+                        "automargin": true,
+                        "type": "pie"
+                      }
+                    ],
+                    "surface": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "surface",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "table": [
+                      {
+                        "header": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#C8D4E3"
+                          }
+                        },
+                        "cells": {
+                          "line": {
+                            "color": "white"
+                          },
+                          "fill": {
+                            "color": "#EBF0F8"
+                          }
+                        },
+                        "type": "table"
+                      }
+                    ],
+                    "scatterpolargl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolargl"
+                      }
+                    ],
+                    "contour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "carpet": [
+                      {
+                        "type": "carpet",
+                        "baxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        },
+                        "aaxis": {
+                          "minorgridcolor": "white",
+                          "gridcolor": "white",
+                          "linecolor": "white",
+                          "endlinecolor": "#2a3f5f",
+                          "startlinecolor": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "contourcarpet": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "contourcarpet"
+                      }
+                    ],
+                    "heatmap": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmap",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattermapbox": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattermapbox"
+                      }
+                    ],
+                    "scatter3d": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter3d"
+                      }
+                    ],
+                    "scattergl": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergl"
+                      }
+                    ],
+                    "scatterternary": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterternary"
+                      }
+                    ],
+                    "histogram": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "histogram"
+                      }
+                    ],
+                    "heatmapgl": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "heatmapgl",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatterpolar": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatterpolar"
+                      }
+                    ],
+                    "histogram2d": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2d",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scattergeo": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scattergeo"
+                      }
+                    ],
+                    "bar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "bar",
+                        "error_x": {
+                          "color": "#2a3f5f"
+                        },
+                        "error_y": {
+                          "color": "#2a3f5f"
+                        }
+                      }
+                    ],
+                    "choropleth": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "choropleth"
+                      }
+                    ],
+                    "parcoords": [
+                      {
+                        "line": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "parcoords"
+                      }
+                    ],
+                    "barpolar": [
+                      {
+                        "marker": {
+                          "line": {
+                            "color": "#E5ECF6",
+                            "width": 0.5
+                          }
+                        },
+                        "type": "barpolar"
+                      }
+                    ],
+                    "histogram2dcontour": [
+                      {
+                        "colorbar": {
+                          "outlinewidth": 0,
+                          "ticks": ""
+                        },
+                        "type": "histogram2dcontour",
+                        "colorscale": [
+                          [
+                            0,
+                            "#0d0887"
+                          ],
+                          [
+                            0.1111111111111111,
+                            "#46039f"
+                          ],
+                          [
+                            0.2222222222222222,
+                            "#7201a8"
+                          ],
+                          [
+                            0.3333333333333333,
+                            "#9c179e"
+                          ],
+                          [
+                            0.4444444444444444,
+                            "#bd3786"
+                          ],
+                          [
+                            0.5555555555555556,
+                            "#d8576b"
+                          ],
+                          [
+                            0.6666666666666666,
+                            "#ed7953"
+                          ],
+                          [
+                            0.7777777777777778,
+                            "#fb9f3a"
+                          ],
+                          [
+                            0.8888888888888888,
+                            "#fdca26"
+                          ],
+                          [
+                            1,
+                            "#f0f921"
+                          ]
+                        ]
+                      }
+                    ],
+                    "scatter": [
+                      {
+                        "marker": {
+                          "colorbar": {
+                            "outlinewidth": 0,
+                            "ticks": ""
+                          }
+                        },
+                        "type": "scatter"
+                      }
+                    ]
+                  }
+                },
+                "yaxis": {
+                  "domain": [
+                    0,
+                    1
+                  ],
+                  "anchor": "x",
+                  "title": {
+                    "text": "Score"
+                  }
+                },
+                "plot_bgcolor": "rgb(245,245,245)",
+                "title": {
+                  "text": "Coherence Value and # of Topics"
+                },
+                "xaxis": {
+                  "domain": [
+                    0,
+                    1
+                  ],
+                  "anchor": "y",
+                  "title": {
+                    "text": "# Topics"
+                  }
+                },
+                "legend": {
+                  "tracegroupgap": 0
+                }
+              }
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Best Model: Latent Dirichlet Allocation | # Topics: 4 | Coherence: 0.3894\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "99457de6",
+        "outputId": "2ac9462e-f2d1-4c42-d9ea-ede5ced206ee"
+      },
+      "source": [
+        "nltk.download('stopwords')"
+      ],
+      "id": "99457de6",
+      "execution_count": null,
+      "outputs": [
+        {
+          "name": "stderr",
+          "output_type": "stream",
+          "text": [
+            "[nltk_data] Downloading package stopwords to\n",
+            "[nltk_data]     /Users/safarji/nltk_data...\n",
+            "[nltk_data]   Unzipping corpora/stopwords.zip.\n"
+          ]
+        },
+        {
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "execution_count": 20,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "5d1222c1"
+      },
+      "source": [
+        "#stop word removal + added words \n",
+        "stopwords = nltk.corpus.stopwords.words('english')\n",
+        "added_words=['would','make','also','get','still','way','like','much','nbsp','think','could','well','feel']\n",
+        "for word in added_words:\n",
+        "    stopwords.append(word)\n",
+        "def remove_stopwords(text):\n",
+        "    output= [i for i in text if i not in stopwords]\n",
+        "    return output\n",
+        "df['post']=df.post.map(remove_stopwords)"
+      ],
+      "id": "5d1222c1",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "cadadea5",
+        "outputId": "a8599981-fd24-4f5d-f55a-53f4eed49a35"
+      },
+      "source": [
+        "nltk.download('wordnet')"
+      ],
+      "id": "cadadea5",
+      "execution_count": null,
+      "outputs": [
+        {
+          "name": "stderr",
+          "output_type": "stream",
+          "text": [
+            "[nltk_data] Downloading package wordnet to /Users/safarji/nltk_data...\n",
+            "[nltk_data]   Unzipping corpora/wordnet.zip.\n"
+          ]
+        },
+        {
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "execution_count": 23,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "6f5d076d"
+      },
+      "source": [
+        "\n",
+        "#lemmatization\n",
+        "wordnet_lemmatizer = WordNetLemmatizer()\n",
+        "def lemmatizer(text):\n",
+        "    lemm_text = [wordnet_lemmatizer.lemmatize(word) for word in text]\n",
+        "    return lemm_text\n",
+        "df['post']=df['post'].apply(lambda x:lemmatizer(x))"
+      ],
+      "id": "6f5d076d",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "57f3efe1"
+      },
+      "source": [
+        "# remvoe punctuation\n",
+        "def listToString(s): \n",
+        "    \n",
+        "    # initialize an empty string\n",
+        "    str1 = \" \" \n",
+        "    \n",
+        "    # return string  \n",
+        "    return (str1.join(s))\n",
+        "\n",
+        "\n",
+        "df['post']=df.post.map(listToString)\n",
+        "punc_lower = lambda x: re.sub('[%s]' % re.escape(string.punctuation), ' ', x.lower())\n",
+        "df['post']=df.post.map(punc_lower)\n",
+        "\n",
+        "#removePunc=lambda x:x.translate(str.maketrans('','',string.punctuation))\n",
+        "#df['post']=df.post.map(removePunc)\n"
+      ],
+      "id": "57f3efe1",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "02697d05"
+      },
+      "source": [
+        "cv1 = CountVectorizer()\n",
+        "c= cv1.fit_transform(df.post)"
+      ],
+      "id": "02697d05",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "062472c8",
+        "outputId": "262e3494-805b-47d1-b7c9-f879c1dcb6c8"
+      },
+      "source": [
+        "pd.DataFrame(c.toarray(), columns=cv1.get_feature_names()).head()\n",
+        "#pd.DataFrame(c.toarray(),index=nba['post'], columns=cv1.get_feature_names()).head()"
+      ],
+      "id": "062472c8",
+      "execution_count": null,
+      "outputs": [
+        {
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>aaa</th>\n",
+              "      <th>aaron</th>\n",
+              "      <th>aau</th>\n",
+              "      <th>ab</th>\n",
+              "      <th>aba</th>\n",
+              "      <th>abandon</th>\n",
+              "      <th>abandoned</th>\n",
+              "      <th>abandoning</th>\n",
+              "      <th>abdel</th>\n",
+              "      <th>abducted</th>\n",
+              "      <th>...</th>\n",
+              "      <th>zydrunas</th>\n",
+              "      <th>álvaro</th>\n",
+              "      <th>ďays</th>\n",
+              "      <th>šarić</th>\n",
+              "      <th>štrba</th>\n",
+              "      <th>сhina</th>\n",
+              "      <th>细拉</th>\n",
+              "      <th>阿姆西</th>\n",
+              "      <th>震旦与食人魔实机兵种展示</th>\n",
+              "      <th>𝘳𝘦𝘢𝘭𝘭𝘺</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>1</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "      <td>0</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "<p>5 rows × 10963 columns</p>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "   aaa  aaron  aau  ab  aba  abandon  abandoned  abandoning  abdel  abducted  \\\n",
+              "0    0      0    0   0    0        0          0           0      0         0   \n",
+              "1    0      0    0   0    0        0          0           0      0         0   \n",
+              "2    0      0    0   0    0        0          0           0      0         0   \n",
+              "3    0      0    0   0    0        0          0           0      0         0   \n",
+              "4    0      0    0   0    0        0          1           0      0         0   \n",
+              "\n",
+              "   ...  zydrunas  álvaro  ďays  šarić  štrba  сhina  细拉  阿姆西  震旦与食人魔实机兵种展示  \\\n",
+              "0  ...         0       0     0      0      0      0   0    0             0   \n",
+              "1  ...         0       0     0      0      0      0   0    0             0   \n",
+              "2  ...         0       0     0      0      0      0   0    0             0   \n",
+              "3  ...         0       0     0      0      0      0   0    0             0   \n",
+              "4  ...         0       0     0      0      0      0   0    0             0   \n",
+              "\n",
+              "   𝘳𝘦𝘢𝘭𝘭𝘺  \n",
+              "0       0  \n",
+              "1       0  \n",
+              "2       0  \n",
+              "3       0  \n",
+              "4       0  \n",
+              "\n",
+              "[5 rows x 10963 columns]"
+            ]
+          },
+          "execution_count": 27,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "2716ded1",
+        "outputId": "7d540e0f-61d3-4616-f5bc-12a86306469a"
+      },
+      "source": [
+        "df.post.head()\n",
+        "\n",
+        "\n"
+      ],
+      "id": "2716ded1",
+      "execution_count": null,
+      "outputs": [
+        {
+          "data": {
+            "text/plain": [
+              "0    hey guy used play game called world war    s b...\n",
+              "1    one try fell trough “ floor ” broken video gam...\n",
+              "2    appreciate good sound   right   game excellent...\n",
+              "3    hi    m   retired   bored tear   thing reading...\n",
+              "4    valve since usually good job private corporati...\n",
+              "Name: post, dtype: object"
+            ]
+          },
+          "execution_count": 42,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "f8c4f82b"
+      },
+      "source": [
+        "#LDA"
+      ],
+      "id": "f8c4f82b",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "e9ce2288",
+        "outputId": "ccb05014-a35e-4f26-8301-4fcdd115fc46"
+      },
+      "source": [
+        "dictionary = Dictionary(df.token)\n",
+        "print('Number of unique words in initital documents:', len(dictionary))\n",
+        "\n",
+        "# Filter out words that occur less than 10 documents, or more than 20% of the documents.\n",
+        "dictionary.filter_extremes(no_below=10, no_above=0.2)\n",
+        "print('Number of unique words after removing rare and common words:', len(dictionary))"
+      ],
+      "id": "e9ce2288",
+      "execution_count": null,
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Number of unique words in initital documents: 11096\n",
+            "Number of unique words after removing rare and common words: 1622\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "8120f950"
+      },
+      "source": [
+        "corpus = [dictionary.doc2bow(doc) for doc in df.token]"
+      ],
+      "id": "8120f950",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "019c2b1a",
+        "outputId": "e5f0a9e9-e451-4742-ec85-64e3c8f06c39"
+      },
+      "source": [
+        "print('Number of unique tokens: %d' % len(dictionary))\n",
+        "print('Number of documents: %d' % len(corpus))"
+      ],
+      "id": "019c2b1a",
+      "execution_count": null,
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Number of unique tokens: 1622\n",
+            "Number of documents: 1713\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "28274d12"
+      },
+      "source": [
+        "from gensim.models import LdaModel"
+      ],
+      "id": "28274d12",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "1b7cd03e",
+        "outputId": "e8867232-5076-493a-c1a1-1c2fe12f48ea"
+      },
+      "source": [
+        "# Set training parameters.\n",
+        "num_topics = 8\n",
+        "chunksize = 500 # size of the doc looked at every pass\n",
+        "passes = 20 # number of passes through documents\n",
+        "iterations = 400\n",
+        "eval_every = 1  # Don't evaluate model perplexity, takes too much time.\n",
+        "\n",
+        "# Make a index to word dictionary.\n",
+        "temp = dictionary[0]  # This is only to \"load\" the dictionary.\n",
+        "id2word = dictionary.id2token\n",
+        "\n",
+        "%time model = LdaModel(corpus=corpus, id2word=id2word, chunksize=chunksize, \\\n",
+        "                       alpha='auto', eta='auto', \\\n",
+        "                       iterations=iterations, num_topics=num_topics, \\\n",
+        "                       passes=passes, eval_every=eval_every)"
+      ],
+      "id": "1b7cd03e",
+      "execution_count": null,
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "CPU times: user 22.6 s, sys: 50.3 ms, total: 22.6 s\n",
+            "Wall time: 22.7 s\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "35ee79f1"
+      },
+      "source": [
+        ""
+      ],
+      "id": "35ee79f1"
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "277cdbae"
+      },
+      "source": [
+        "import pyLDAvis.gensim\n",
+        "pyLDAvis.enable_notebook()\n",
+        "\n",
+        "import warnings\n",
+        "warnings.filterwarnings(\"ignore\", category=DeprecationWarning) "
+      ],
+      "id": "277cdbae",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "a16433ce",
+        "outputId": "9ea67fbb-ff7c-4098-bbac-5246121d606c"
+      },
+      "source": [
+        "pyLDAvis.gensim.prepare(model, corpus, dictionary)"
+      ],
+      "id": "a16433ce",
+      "execution_count": null,
+      "outputs": [
+        {
+          "name": "stderr",
+          "output_type": "stream",
+          "text": [
+            "/Users/safarji/opt/anaconda3/lib/python3.8/site-packages/pyLDAvis/_prepare.py:247: FutureWarning: In a future version of pandas all arguments of DataFrame.drop except for the argument 'labels' will be keyword-only\n",
+            "  default_term_info = default_term_info.sort_values(\n"
+          ]
+        },
+        {
+          "data": {
+            "text/html": [
+              "\n",
+              "<link rel=\"stylesheet\" type=\"text/css\" href=\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.2.2/pyLDAvis/js/ldavis.v1.0.0.css\">\n",
+              "\n",
+              "\n",
+              "<div id=\"ldavis_el719621403004602025761303451516\"></div>\n",
+              "<script type=\"text/javascript\">\n",
+              "\n",
+              "var ldavis_el719621403004602025761303451516_data = {\"mdsDat\": {\"x\": [0.20252051900889506, 0.040647417056731604, 0.13709727614673475, -0.17381365911534707, -0.3716803881549673, 0.21928098085841882, -0.05502746186820077, 0.0009753160677340536], \"y\": [-0.00854527423322536, -0.07090556592272916, -0.08339893278118127, -0.005596537265639105, -0.15154242695250528, -0.10193416442230069, 0.34482038269017135, 0.0771025188874095], \"topics\": [1, 2, 3, 4, 5, 6, 7, 8], \"cluster\": [1, 1, 1, 1, 1, 1, 1, 1], \"Freq\": [30.40428434441499, 13.99369811191526, 13.749135620419588, 13.580188715996874, 12.408948955452697, 11.140825935806532, 3.6141818469411593, 1.1087364690529118]}, \"tinfo\": {\"Term\": [\"a\", \"pf\", \"basketball\", \"ball\", \"pt\", \"nba\", \"shooting\", \"m\", \"shot\", \"know\", \"people\", \"pm\", \"ast\", \"season\", \"stl\", \"blk\", \"pg\", \"link\", \"overwatch\", \"fg\", \"hand\", \"na\", \"ft\", \"since\", \"league\", \"sf\", \"good\", \"min\", \"new\", \"ve\", \"old\", \"training\", \"shooter\", \"almost\", \"weight\", \"lost\", \"sometimes\", \"high\", \"middle\", \"knee\", \"floor\", \"position\", \"moment\", \"whenever\", \"feeling\", \"higher\", \"needed\", \"split\", \"decent\", \"im\", \"train\", \"rookie\", \"control\", \"fix\", \"talent\", \"literally\", \"appreciated\", \"stretch\", \"deep\", \"handle\", \"good\", \"dont\", \"inch\", \"small\", \"forward\", \"super\", \"shot\", \"used\", \"pretty\", \"really\", \"bit\", \"year\", \"go\", \"better\", \"around\", \"even\", \"back\", \"move\", \"start\", \"school\", \"m\", \"defense\", \"shoot\", \"next\", \"tip\", \"got\", \"help\", \"playing\", \"day\", \"need\", \"shooting\", \"one\", \"since\", \"point\", \"great\", \"take\", \"know\", \"ball\", \"first\", \"want\", \"best\", \"pm\", \"overwatch\", \"character\", \"hero\", \"content\", \"gameplay\", \"pc\", \"review\", \"damage\", \"trailer\", \"vertical\", \"ad\", \"central\", \"xbox\", \"skin\", \"mode\", \"stream\", \"event\", \"november\", \"map\", \"matchup\", \"dp\", \"nov\", \"script\", \"developer\", \"nintendo\", \"ow\", \"dive\", \"chat\", \"released\", \"story\", \"enemy\", \"world\", \"series\", \"tank\", \"switch\", \"new\", \"title\", \"fun\", \"support\", \"v\", \"change\", \"release\", \"u\", \"one\", \"experience\", \"second\", \"see\", \"r\", \"fan\", \"\\u201c\", \"\\u201d\", \"court\", \"coach\", \"view\", \"poll\", \"contract\", \"age\", \"rule\", \"money\", \"mid\", \"steph\", \"summer\", \"buy\", \"told\", \"called\", \"pickup\", \"situation\", \"drill\", \"athlete\", \"pay\", \"aau\", \"allow\", \"allowed\", \"shoe\", \"taller\", \"fair\", \"advantage\", \"coaching\", \"outdoor\", \"deal\", \"said\", \"may\", \"league\", \"basketball\", \"nba\", \"system\", \"ball\", \"current\", \"arm\", \"new\", \"going\", \"year\", \"right\", \"need\", \"idea\", \"one\", \"first\", \"hand\", \"school\", \"want\", \"lebron\", \"lakers\", \"foul\", \"simmons\", \"playoff\", \"warrior\", \"trade\", \"knicks\", \"wilt\", \"green\", \"westbrook\", \"jazz\", \"mvp\", \"bench\", \"ben\", \"mitchell\", \"jokic\", \"sun\", \"celtic\", \"rudy\", \"pelican\", \"sixer\", \"jalen\", \"griffin\", \"brooklyn\", \"workout\", \"quarter\", \"averaging\", \"thunder\", \"washington\", \"anthony\", \"magic\", \"season\", \"career\", \"win\", \"all\", \"final\", \"source\", \"minute\", \"curry\", \"point\", \"r\", \"last\", \"league\", \"assist\", \"net\", \"nba\", \"young\", \"star\", \"fan\", \"pf\", \"pt\", \"ast\", \"stl\", \"blk\", \"pg\", \"fg\", \"ft\", \"sf\", \"sg\", \"reb\", \"fgm\", \"a\", \"drb\", \"ftm\", \"rebound\", \"jr\", \"clock\", \"by\", \"oreb\", \"treb\", \"yahoo\", \"location\", \"orb\", \"pacific\", \"broadcast\", \"canadian\", \"longest\", \"johnson\", \"fastbreak\", \"com\", \"min\", \"c\", \"summary\", \"box\", \"stats\", \"center\", \"score\", \"nba\", \"u\", \"lol\", \"queue\", \"noticed\", \"drafted\", \"football\", \"double\", \"straight\", \"motion\", \"kinda\", \"park\", \"stat\", \"nobody\", \"tired\", \"seriously\", \"leave\", \"contact\", \"earlier\", \"notice\", \"guaranteed\", \"as\", \"blizzard\", \"website\", \"ranked\", \"black\", \"triple\", \"bunch\", \"american\", \"comfortable\", \"heart\", \"happening\", \"practice\", \"fucking\", \"open\", \"account\", \"people\", \"guess\", \"issue\", \"went\", \"saying\", \"never\", \"anyone\", \"sport\", \"know\", \"pas\", \"basketball\", \"ve\", \"started\", \"m\", \"guy\", \"always\", \"anything\", \"say\", \"playing\", \"least\", \"want\", \"played\", \"every\", \"work\", \"one\", \"really\", \"lot\", \"got\", \"getting\", \"even\", \"trying\", \"rim\", \"dunk\", \"offense\", \"dribbling\", \"offensive\", \"block\", \"layup\", \"harden\", \"tall\", \"athletic\", \"backboard\", \"midrange\", \"andre\", \"east\", \"dunking\", \"percentage\", \"elbow\", \"jumper\", \"covid\", \"scorer\", \"kyrie\", \"jrue\", \"phi\", \"active\", \"efficient\", \"younger\", \"tor\", \"murray\", \"offensively\", \"shake\", \"jump\", \"basket\", \"award\", \"link\", \"foot\", \"guard\", \"defensive\", \"hoop\", \"touch\", \"shooting\", \"scoring\", \"night\", \"ball\", \"hand\", \"net\", \"away\", \"shot\", \"left\", \"curry\", \"shoot\", \"post\", \"right\", \"na\", \"gon\", \"wan\", \"strength\", \"exercise\", \"cole\", \"morning\", \"giddey\", \"watch\", \"learn\", \"youtube\", \"entertaining\", \"schedule\", \"weekend\", \"save\", \"suggestion\", \"challenge\", \"calling\", \"cassidy\", \"cross\", \"left\", \"together\", \"learning\", \"name\", \"range\", \"fuck\", \"advice\", \"thanks\", \"stuff\", \"ll\", \"life\", \"month\", \"night\", \"hand\", \"use\", \"since\", \"give\", \"improve\"], \"Freq\": [407.0, 351.0, 503.0, 441.0, 308.0, 574.0, 209.0, 428.0, 301.0, 395.0, 291.0, 224.0, 207.0, 321.0, 201.0, 198.0, 185.0, 140.0, 184.0, 168.0, 143.0, 75.0, 166.0, 176.0, 245.0, 152.0, 431.0, 173.0, 384.0, 226.0, 122.2309280927624, 83.0283757383749, 71.91385459733418, 66.67513220698274, 50.077364145631506, 48.99443267483194, 49.63475991870796, 201.99294547586067, 42.31749749684455, 42.06263434196546, 48.27275181564145, 45.10817974493967, 39.265929297095845, 38.241595256843475, 38.17332670254162, 36.97888686912512, 36.40130473479329, 36.109907355825214, 46.87341460160201, 107.16646625796773, 36.50253816534949, 34.533906531829096, 33.90358416229043, 33.698661304523775, 31.194449155802033, 36.693619290935146, 29.483228391532343, 28.816096644752545, 28.18721882926258, 32.652093360950296, 400.411875704357, 47.707449664580814, 56.65719319034471, 62.84344622350176, 59.316415924578756, 59.43904760814217, 253.47377413281365, 76.84875695344154, 148.73722612477692, 244.77208626912787, 64.2429363004035, 385.43775582117985, 201.95334380366825, 200.94942205096126, 121.28036566985458, 225.5009301816364, 172.30871006355085, 75.69226787330464, 142.90412197152722, 159.44231428001254, 272.8465942145901, 117.85785790074152, 115.08963375483222, 94.40398664821893, 101.35274511565727, 155.41430652248349, 133.0400241395049, 214.3472812432764, 122.0901617783018, 134.5794754531258, 136.60043459212486, 238.26583521546698, 121.59826946914495, 185.50774562630497, 110.72099658581796, 112.026119322395, 154.7426169146929, 157.10178004109534, 124.13236885516014, 125.71482558737392, 118.58649402016654, 223.95992988554752, 183.96449617089985, 128.6544505940923, 114.82401709036445, 73.63960374479048, 72.97528114011799, 72.97377083631804, 65.3889501068663, 64.60503207893021, 61.148481384696645, 60.15071465753484, 56.58983105110913, 52.830351875760215, 52.04942631311717, 51.32272628535335, 50.23050459569714, 49.612204043462576, 48.52915205544886, 48.301649647025556, 48.92024569348185, 47.53088814753304, 44.7664974898125, 44.02614844323555, 44.373977974900065, 40.22312373844985, 38.403800993157475, 34.76215600170297, 34.33678737914183, 34.17187111591885, 33.971730065312165, 71.203863636629, 58.10266765866424, 129.45129063124838, 95.7553715892275, 63.62575484735649, 53.772382764242856, 194.7359828720741, 63.02871111754841, 77.73503639832114, 55.969949839307546, 67.94035978648843, 65.1573107793388, 55.92627297910555, 68.31832972876914, 80.5874655725786, 55.74842767108587, 59.677933283539865, 61.571441494831475, 60.5061379216593, 57.91390313559406, 152.29925614615337, 146.07293150719588, 141.88739622541533, 103.56743308165004, 87.86098656235907, 82.21283334592759, 69.34049594869614, 62.235651215989044, 57.44384702114255, 50.84201050435061, 48.75581906798725, 43.21136895629914, 41.27472050304568, 38.580423701265985, 37.032584699892084, 37.338675452994096, 36.6799305476732, 33.19768047727696, 31.70835909684388, 28.31584864155085, 27.888736369821743, 27.741430770942955, 27.347395379376294, 26.685385413854064, 23.801788854995614, 23.629086295256464, 22.656598368006012, 22.392669980157393, 22.041780849896327, 21.261219474805458, 52.514638401507, 86.76368669726402, 93.13256796609893, 162.1027134588738, 288.00409843380004, 278.8896356455417, 48.48246647673463, 178.32218688268642, 48.689895728283474, 38.62232799542372, 123.4294325515008, 83.23174411571604, 107.53202263824654, 66.10255625446597, 59.70338849919043, 46.743279278960166, 71.3170947292402, 59.35003386828333, 51.82291108847833, 55.62055629665759, 56.58060381457352, 111.0305281971209, 89.28134348901571, 83.9541436136096, 78.55556264458043, 78.22884461511508, 69.71683809964641, 67.49872591949864, 67.3271145184161, 63.36615569366861, 59.481307267242194, 58.16128959407, 54.6395689259631, 47.90411502361084, 47.69768246666703, 47.27559543620752, 45.306556935632116, 44.28404393528245, 43.73431119582719, 42.84149675954431, 42.669116106783264, 40.10039357728573, 39.31553837952802, 39.25413935058519, 39.215781457716844, 38.89842645016085, 37.25011127810057, 36.11467304170356, 35.50267188235521, 35.229077736557414, 34.50672765151695, 80.60922793336142, 52.02058103382818, 257.34303497699784, 80.53017253009364, 132.9124338545859, 48.794689981634406, 61.58769133081863, 77.83602556271934, 100.04441255682558, 67.8003727167439, 144.7422592737221, 83.55720064393148, 76.54345515357898, 82.92462996780705, 61.06383548954262, 55.23073656500072, 89.31527249500132, 52.4934705375645, 54.517576534036586, 53.388542659247, 350.54864141010364, 307.82629196887234, 206.92995828435937, 201.0607959850548, 197.681836426147, 184.19497957195458, 167.8845342697571, 165.626482044055, 151.64180092074918, 143.06452650441958, 136.9334753326006, 136.71608169812194, 404.98063353168885, 130.63948291519472, 130.63948291519472, 127.37905254805571, 79.32964403570301, 70.57062042216961, 66.29448164271088, 65.39537254830984, 65.39537254830984, 65.39537254830984, 99.20585569444691, 130.58745950545915, 39.15110540395081, 37.56886255871598, 34.23455004904117, 34.19061838408019, 34.072532148270504, 33.521268258115576, 142.13803732476995, 159.47263007817057, 143.44594277931492, 66.72824990500162, 110.46218598056673, 147.3442047723405, 86.79309009575125, 102.9205051637927, 205.39935204224793, 104.64334181453533, 32.940591134511735, 32.85663593613392, 29.313250832157976, 28.264819076585198, 26.763448222918957, 25.47031859908576, 24.884585177961043, 24.022596472684302, 37.818637228969365, 22.958540976951724, 21.254989440842344, 20.355168057881805, 19.93413925413241, 19.069895114090727, 18.55834458541691, 16.002059468310442, 15.153425065315366, 14.612285958464872, 13.852965278496109, 13.811145447715841, 20.69408260586782, 13.360056627645607, 13.0239464364617, 13.310240085691294, 12.638295097882938, 12.962232849538667, 12.128919719458423, 11.898605849069792, 15.496884090302927, 13.956793695117337, 73.00124627890288, 17.231967836700164, 96.18456149466411, 25.86194273221175, 207.8788964785548, 29.357304626262955, 73.94194181573272, 57.580409362187275, 26.583976855911242, 113.51402273957702, 121.2740178198831, 65.8556704638677, 201.58798107289206, 44.90217365131456, 214.52171945416487, 113.18048725413885, 67.7306761179114, 155.0056504199091, 93.68848976428727, 69.95901579236632, 58.44484954581365, 71.737142308096, 97.51319927939107, 45.05872472264808, 82.61151191410865, 69.05215177701061, 63.738048737724924, 56.9202353913289, 88.24015101485233, 71.29632430478235, 63.31166701057231, 60.06468487001038, 52.890692070602334, 58.80723517859279, 45.202755143705346, 77.30256552051353, 70.76868603577729, 58.33283455041586, 52.82650915382217, 43.87826520849937, 41.070066391494976, 39.018895250466976, 34.37098648458086, 28.3890284642774, 27.188445916470435, 21.239878800728842, 20.255462505049234, 19.518046110234945, 18.446024117410314, 18.113273165854924, 17.77503217005797, 15.516126089330076, 15.016226791691137, 14.559821436781462, 13.84260263853371, 13.19551636926234, 12.91105164089067, 11.802227453878347, 11.320679586119242, 11.163242997468307, 11.003837891188834, 11.006169827456487, 10.51109188376314, 9.189412188425795, 8.725662142819608, 69.79764596880804, 33.743389145529754, 13.813409219253616, 83.39240557523368, 44.37390039410603, 56.80954351944771, 28.338942107434594, 27.18110243716939, 24.70561580706555, 69.28042856161981, 25.622472577733713, 21.57131175401971, 83.50281700337862, 44.67189883259833, 31.4508014253287, 29.634088607930163, 38.091843375576175, 25.187797234652177, 24.50219101242556, 25.867707475408398, 24.569893482101726, 25.162011470811514, 74.5898843232702, 36.55801385686594, 32.88104860759075, 31.34574315254514, 19.27758411412662, 12.42531317239287, 10.48760607724305, 9.499809716747565, 29.125863844778532, 28.006866959880764, 11.090910122968685, 4.651134141310954, 11.25067890508498, 6.204172028454304, 3.6017495761406746, 7.893631763475779, 6.62497502466028, 4.869860398644001, 4.602000929966612, 2.787899470402294, 22.061431763186768, 8.513348231264551, 4.040073178509786, 11.449267576901379, 15.994045774568336, 1.9885373295299225, 11.671923391133612, 15.834645643903146, 6.951155747501707, 12.762175125080748, 12.432506335182792, 13.18521009771348, 5.916876229591148, 12.240166156812856, 8.232719746599265, 9.177719092566289, 7.9079348451795655, 6.028434543864205], \"Total\": [407.0, 351.0, 503.0, 441.0, 308.0, 574.0, 209.0, 428.0, 301.0, 395.0, 291.0, 224.0, 207.0, 321.0, 201.0, 198.0, 185.0, 140.0, 184.0, 168.0, 143.0, 75.0, 166.0, 176.0, 245.0, 152.0, 431.0, 173.0, 384.0, 226.0, 123.1828319434785, 83.98016382248868, 72.8655857514777, 67.78072525673613, 51.03028764146924, 49.953212187534106, 50.607204789496436, 206.3360131369851, 43.26890200859691, 43.01406604805166, 49.37460296540753, 46.16826426492705, 40.221661989742515, 39.19309762109637, 39.12584487884313, 37.93103850292583, 37.353969369626604, 37.06215348433253, 48.13228492208167, 110.07033092601175, 37.50513706319884, 35.48633178250363, 34.859490974993385, 34.65073287056778, 32.1474342931535, 37.82960841344297, 30.434923414913687, 29.769234433642236, 29.139154970249038, 33.75564464244503, 431.38145993308615, 49.64231402705275, 59.89755190575174, 66.79686711050297, 63.091250060480206, 63.26920651362761, 301.29111742068085, 84.17444412180197, 177.3378159411105, 317.02342145177795, 70.62629587177089, 534.8943284122431, 258.5879696502561, 267.01562390374005, 148.60492036712049, 308.5834045426929, 226.50351114148927, 86.43599667223388, 186.57331772083282, 215.90120259517343, 428.67340179928243, 150.2848484833495, 146.52010594450246, 114.28219536372086, 125.24596631826803, 220.59378108514176, 185.4363310118108, 352.4937472655104, 176.38529991545175, 203.136791105849, 209.0033428135285, 496.21253874389, 176.29263149832803, 368.9691006271319, 161.5311253896975, 170.50239427295273, 395.6171710765825, 441.4560520491472, 240.27830879470392, 286.27356949991554, 247.83920317052198, 224.85191000129248, 184.8475544589224, 129.5365241026379, 115.70616309488919, 74.52180324397152, 73.85727058439022, 73.85594169707194, 66.27099657827388, 65.4872913253926, 62.03045337605604, 61.03998963988172, 57.485635618177255, 53.72457409241389, 52.93151020866919, 52.20485896966493, 51.11252938801643, 50.503796644734734, 49.41133159482561, 49.18625848121345, 49.82012357728013, 48.42794649948297, 45.650675371921515, 44.90939338600314, 45.27247695211744, 41.10512408467144, 39.28576117751543, 35.6443597462065, 35.218833874062945, 35.05459199474382, 34.85396522154978, 74.47518226604546, 61.37502998537589, 154.60919339666233, 113.88397824868267, 75.05701252399555, 60.812718692851604, 384.3076852967868, 88.42109681168132, 132.79467750486717, 73.13047304469251, 120.65242629907596, 113.26353756992607, 76.97918988885588, 215.8708767775791, 496.21253874389, 95.2944002441984, 167.44048848120372, 219.37325858566905, 188.58391386232594, 138.08168596877434, 153.26422922503392, 147.03800581914234, 142.85279505470913, 104.53268646470048, 88.82589000126252, 83.17733190657246, 70.30564109329585, 63.200781103669414, 58.409904987391705, 51.80815739654946, 49.721713367558536, 44.17960834594325, 42.240964802819924, 39.54552157529569, 37.997803717174456, 38.32005984568681, 37.645392470762225, 34.164765073992974, 32.676875256540185, 29.280947991893306, 28.853430231081298, 28.706454473124367, 28.31314514055004, 27.650536414911038, 24.766657689194997, 24.59427661135951, 23.621417725468625, 23.35837033421725, 23.007776690232934, 22.226000492899587, 56.28392562187276, 97.65597723427334, 122.14414425694599, 245.84746163301392, 503.7700295684177, 574.2726750527789, 64.87372453840793, 441.4560520491472, 72.76360893813035, 50.11488074897968, 384.3076852967868, 200.00761814877984, 534.8943284122431, 191.45092061465476, 203.136791105849, 89.40210463990343, 496.21253874389, 240.27830879470392, 143.35568507820042, 215.90120259517343, 286.27356949991554, 111.96389693998033, 90.21471801355501, 84.88984293949224, 79.48936162076313, 79.16201532100631, 70.650010459383, 68.43231808838966, 68.26080389576832, 64.29908062847359, 60.41556670062403, 59.11136157255348, 55.572773892556405, 48.83761188707883, 48.63170415994125, 48.21054482479057, 46.240222569767454, 45.217412068633344, 44.668924093953535, 43.774723362713225, 43.602289327277326, 41.03351621509239, 40.24860651939395, 40.188163976748896, 40.14933824426501, 39.832665269919005, 38.19121905416406, 37.04830031726677, 36.43577910543935, 36.16250866916078, 35.44048403187508, 83.09384251620402, 54.249454104842926, 321.0053522937515, 92.90063778991652, 167.51835525342727, 53.8061327691715, 75.56907134687407, 107.89721430607639, 163.1402858203043, 93.12426527841257, 368.9691006271319, 188.58391386232594, 179.75975631337786, 245.84746163301392, 111.76464318856142, 87.50299801006298, 574.2726750527789, 80.23129368515208, 104.82269009218398, 138.08168596877434, 351.4735707084967, 308.7512389537631, 207.85504037488664, 201.98558559047294, 198.60658336969558, 185.1204563643197, 168.80956443512162, 166.55201971720163, 152.56671590893848, 143.98938815313787, 137.85824083035314, 137.64084653944738, 407.75558513896067, 131.56421700652726, 131.56421700652726, 128.30875354040214, 80.25459593332786, 71.49566848053604, 67.21923057950096, 66.32010690861138, 66.32010690861138, 66.32010690861138, 101.08879535567141, 133.39600003204728, 40.07590658207766, 38.493854639955735, 35.16041818376459, 35.11545611696556, 34.99805203506109, 34.447150633213006, 146.8391279899268, 173.7142612500668, 162.32525179789403, 71.64154821004468, 127.46649494273096, 192.1133561480105, 104.45678477239403, 155.51971007922273, 574.2726750527789, 215.8708767775791, 33.8886760108033, 33.80410309156894, 30.261176676606656, 29.213826672113537, 27.711654094125546, 26.418833919026387, 25.83380537048207, 24.97211405791581, 39.323208873906985, 23.906395632437576, 22.205613170170643, 21.30300806115191, 20.882267735315935, 20.018226080024277, 19.506730191765307, 16.95010274724809, 16.101289036598537, 15.565213295062076, 14.802092722371315, 14.758763945588095, 22.151939832129706, 14.308727518546082, 13.972207668443584, 14.3087010748954, 13.586534130729872, 13.935818665722497, 13.088996818807372, 12.846198698506461, 16.73700681752192, 15.12710885167869, 82.65206164689954, 19.055869341022444, 121.90964871314763, 29.56940922144397, 291.86707359797583, 34.07196550042603, 94.7014153179815, 74.2249610117643, 31.28565135587297, 167.335121728332, 184.49538933953284, 95.62715176037408, 395.6171710765825, 63.350176084680164, 503.7700295684177, 226.7596208493282, 116.03241497092041, 428.67340179928243, 210.55582771714495, 152.86397652714385, 119.90733677092106, 185.14919084312297, 352.4937472655104, 83.62548690219542, 286.27356949991554, 213.4016647408654, 183.193144291986, 168.54372080093938, 496.21253874389, 317.02342145177795, 232.10117388755808, 220.59378108514176, 162.07581756822424, 308.5834045426929, 116.1300889400306, 78.26875745476467, 71.73494891753292, 59.2992661204129, 53.794883356674, 44.844996862427166, 42.036340456389134, 39.98528261328664, 35.33845465329321, 29.35566190121647, 28.157749075288947, 22.206159852023976, 21.221604514162575, 20.491300125898643, 19.413284464301505, 19.079306626571217, 18.741304545555522, 16.48229172376361, 15.982793514883618, 15.52672997472602, 14.809260997226609, 14.162203805776018, 13.880643085019223, 12.76991100759333, 12.288678505788392, 12.12952405189151, 11.970573644443654, 11.975266424100845, 11.483735448777788, 10.155939520706266, 9.692975861865433, 81.3412408954994, 39.269035789724825, 15.695193671146214, 140.96656372645052, 71.73298673331146, 103.2468509935978, 43.895850838835166, 43.21436617542361, 38.72121225141405, 209.0033428135285, 42.991330789848114, 33.708618647950345, 441.4560520491472, 143.35568507820042, 87.50299801006298, 90.09030577887181, 301.29111742068085, 82.5515672139237, 93.12426527841257, 146.52010594450246, 139.277274566543, 191.45092061465476, 75.56587559709124, 37.536692913871335, 33.8564249031653, 32.32221681992978, 20.253488088343442, 13.403111095689962, 11.463244289109657, 10.477613813907245, 35.52975026844908, 34.53070818953229, 17.738302021697617, 8.000281024926771, 20.3785075385568, 17.689091820292493, 11.89774297543094, 26.397026487132432, 23.433849282753744, 17.814289326183033, 17.007354032492728, 10.354152579740838, 82.5515672139237, 33.229921803557275, 16.019794241460854, 46.831614845851355, 67.77053263029437, 9.070979474912214, 56.42709980209232, 76.7303579991783, 35.57313297296517, 65.65892144176806, 72.99257370005162, 84.74543389806695, 33.708618647950345, 143.35568507820042, 108.66483742896042, 176.29263149832803, 116.38047438612472, 73.92704887026522], \"Category\": [\"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Default\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic1\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic2\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic3\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic4\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic5\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic6\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic7\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\", \"Topic8\"], \"logprob\": [30.0, 29.0, 28.0, 27.0, 26.0, 25.0, 24.0, 23.0, 22.0, 21.0, 20.0, 19.0, 18.0, 17.0, 16.0, 15.0, 14.0, 13.0, 12.0, 11.0, 10.0, 9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, -5.1876, -5.5744, -5.7181, -5.7937, -6.08, -6.1018, -6.0889, -4.6853, -6.2483, -6.2544, -6.1167, -6.1845, -6.3232, -6.3496, -6.3514, -6.3832, -6.3989, -6.407, -6.1461, -5.3192, -6.3962, -6.4516, -6.47, -6.4761, -6.5533, -6.3909, -6.6097, -6.6326, -6.6547, -6.5076, -4.001, -6.1285, -5.9565, -5.8529, -5.9107, -5.9086, -4.4583, -5.6517, -4.9914, -4.4932, -5.8309, -4.0392, -4.6855, -4.6905, -5.1954, -4.5752, -4.8443, -5.6669, -5.0314, -4.9219, -4.3846, -5.2241, -5.2478, -5.446, -5.3749, -4.9474, -5.1029, -4.6259, -5.1888, -5.0914, -5.0765, -4.5202, -5.1928, -4.7704, -5.2865, -5.2748, -4.9518, -4.9366, -5.1722, -5.1595, -5.2179, -3.8061, -4.0028, -4.3604, -4.4742, -4.9184, -4.9274, -4.9275, -5.0372, -5.0493, -5.1043, -5.1207, -5.1817, -5.2505, -5.2654, -5.2794, -5.3009, -5.3133, -5.3354, -5.3401, -5.3274, -5.3562, -5.4161, -5.4328, -5.4249, -5.5231, -5.5694, -5.669, -5.6813, -5.6862, -5.692, -4.952, -5.1554, -4.3543, -4.6558, -5.0645, -5.2328, -3.9459, -5.074, -4.8643, -5.1928, -4.9989, -5.0408, -5.1935, -4.9934, -4.8282, -5.1967, -5.1286, -5.0974, -5.1148, -5.1586, -4.1741, -4.2158, -4.2449, -4.5597, -4.7242, -4.7906, -4.9609, -5.069, -5.1491, -5.2712, -5.3131, -5.4338, -5.4797, -5.5472, -5.5881, -5.5799, -5.5977, -5.6975, -5.7434, -5.8565, -5.8717, -5.877, -5.8913, -5.9158, -6.0302, -6.0375, -6.0795, -6.0912, -6.107, -6.1431, -5.2388, -4.7367, -4.6659, -4.1117, -3.537, -3.5691, -5.3187, -4.0163, -5.3145, -5.5461, -4.3843, -4.7783, -4.5221, -5.0087, -5.1105, -5.3553, -4.9328, -5.1165, -5.2521, -5.1814, -5.1643, -4.4778, -4.6958, -4.7573, -4.8238, -4.8279, -4.9431, -4.9755, -4.978, -5.0386, -5.1019, -5.1244, -5.1868, -5.3184, -5.3227, -5.3316, -5.3741, -5.3969, -5.4094, -5.4301, -5.4341, -5.4962, -5.516, -5.5175, -5.5185, -5.5266, -5.5699, -5.6009, -5.618, -5.6257, -5.6464, -4.798, -5.2359, -3.6372, -4.7989, -4.2979, -5.3, -5.0671, -4.833, -4.582, -4.971, -4.2126, -4.762, -4.8497, -4.7696, -5.0757, -5.1761, -4.6954, -5.2269, -5.189, -5.21, -3.2379, -3.3678, -3.765, -3.7938, -3.8107, -3.8814, -3.9741, -3.9876, -4.0759, -4.1341, -4.1779, -4.1795, -3.0935, -4.2249, -4.2249, -4.2502, -4.7238, -4.8408, -4.9033, -4.9169, -4.9169, -4.9169, -4.5002, -4.2253, -5.4299, -5.4712, -5.5641, -5.5654, -5.5689, -5.5852, -4.1406, -4.0255, -4.1314, -4.8967, -4.3927, -4.1046, -4.6339, -4.4634, -3.7724, -4.4468, -5.4949, -5.4974, -5.6115, -5.648, -5.7025, -5.7521, -5.7753, -5.8106, -5.3568, -5.8559, -5.933, -5.9762, -5.9971, -6.0415, -6.0687, -6.2169, -6.2713, -6.3077, -6.3611, -6.3641, -5.9597, -6.3973, -6.4228, -6.401, -6.4528, -6.4275, -6.494, -6.5132, -6.2489, -6.3536, -4.6991, -6.1428, -4.4233, -5.7368, -3.6526, -5.61, -4.6863, -4.9364, -5.7093, -4.2576, -4.1915, -4.8021, -3.6833, -5.1851, -3.6212, -4.2606, -4.774, -3.9461, -4.4496, -4.7417, -4.9215, -4.7166, -4.4096, -5.1816, -4.5754, -4.7547, -4.8348, -4.9479, -4.5095, -4.7227, -4.8415, -4.8942, -5.0213, -4.9153, -5.1784, -3.5161, -3.6044, -3.7977, -3.8968, -4.0824, -4.1485, -4.1998, -4.3266, -4.5178, -4.561, -4.8079, -4.8554, -4.8925, -4.949, -4.9672, -4.986, -5.1219, -5.1547, -5.1856, -5.2361, -5.2839, -5.3057, -5.3955, -5.4372, -5.4512, -5.4656, -5.4654, -5.5114, -5.6458, -5.6976, -3.6182, -4.345, -5.2382, -3.4403, -4.0712, -3.8241, -4.5196, -4.5613, -4.6568, -3.6257, -4.6204, -4.7925, -3.4389, -4.0645, -4.4154, -4.4749, -4.2238, -4.6375, -4.6651, -4.6108, -4.6623, -4.6385, -2.3702, -3.0833, -3.1893, -3.2371, -3.7232, -4.1624, -4.332, -4.4309, -3.3106, -3.3497, -4.2761, -5.1451, -4.2618, -4.857, -5.4008, -4.6161, -4.7913, -5.0991, -5.1557, -5.6569, -3.5883, -4.5405, -5.2859, -4.2443, -3.91, -5.9948, -4.225, -3.92, -4.7433, -4.1357, -4.1619, -4.1031, -4.9044, -4.1775, -4.5741, -4.4654, -4.6143, -4.8857], \"loglift\": [30.0, 29.0, 28.0, 27.0, 26.0, 25.0, 24.0, 23.0, 22.0, 21.0, 20.0, 19.0, 18.0, 17.0, 16.0, 15.0, 14.0, 13.0, 12.0, 11.0, 10.0, 9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, 1.1828, 1.1792, 1.1774, 1.1741, 1.1717, 1.1712, 1.1712, 1.1693, 1.1684, 1.1682, 1.168, 1.1674, 1.1665, 1.166, 1.1659, 1.1652, 1.1648, 1.1646, 1.1641, 1.1639, 1.1635, 1.1634, 1.1628, 1.1627, 1.1605, 1.1601, 1.1588, 1.158, 1.1574, 1.1573, 1.1161, 1.1508, 1.135, 1.1296, 1.1289, 1.1281, 1.0178, 1.0995, 1.0147, 0.9319, 1.0959, 0.8629, 0.9434, 0.9063, 0.9874, 0.8769, 0.9171, 1.0579, 0.9239, 0.8874, 0.7388, 0.9475, 0.9491, 0.9995, 0.9789, 0.8404, 0.8585, 0.6932, 0.8227, 0.7789, 0.7653, 0.457, 0.8192, 0.503, 0.8129, 0.7706, 0.2519, 0.1574, 0.5301, 0.3677, 0.4534, 1.9626, 1.9618, 1.9597, 1.9589, 1.9547, 1.9545, 1.9545, 1.9532, 1.953, 1.9522, 1.9519, 1.9509, 1.9498, 1.9498, 1.9495, 1.9492, 1.9488, 1.9485, 1.9484, 1.9483, 1.9479, 1.947, 1.9467, 1.9465, 1.9449, 1.9439, 1.9415, 1.9412, 1.9411, 1.9409, 1.9216, 1.9118, 1.789, 1.7932, 1.8013, 1.8435, 1.2868, 1.628, 1.4311, 1.6991, 1.3923, 1.4137, 1.6471, 0.8161, 0.1489, 1.4304, 0.9349, 0.696, 0.8298, 1.0977, 1.9779, 1.9776, 1.9774, 1.9749, 1.9733, 1.9725, 1.9704, 1.9688, 1.9675, 1.9654, 1.9646, 1.962, 1.9611, 1.9595, 1.9585, 1.9583, 1.9582, 1.9555, 1.9541, 1.9507, 1.9502, 1.95, 1.9495, 1.9487, 1.9445, 1.9442, 1.9425, 1.942, 1.9413, 1.9398, 1.9149, 1.8659, 1.713, 1.5677, 1.425, 1.2619, 1.693, 1.0777, 1.5824, 1.7237, 0.8484, 1.1075, 0.3799, 0.9208, 0.7597, 1.3357, 0.0443, 0.5858, 0.9667, 0.6279, 0.3629, 1.9882, 1.9862, 1.9855, 1.9847, 1.9847, 1.9833, 1.9828, 1.9828, 1.9819, 1.981, 1.9804, 1.9796, 1.9773, 1.9772, 1.977, 1.9762, 1.9757, 1.9754, 1.975, 1.9749, 1.9736, 1.9731, 1.973, 1.973, 1.9728, 1.9716, 1.971, 1.9706, 1.9704, 1.9699, 1.9662, 1.9546, 1.7755, 1.8537, 1.7652, 1.8988, 1.792, 1.67, 1.5076, 1.6792, 1.0608, 1.1825, 1.1428, 0.9098, 1.3921, 1.5364, 0.1356, 1.5723, 1.3428, 1.0463, 2.0841, 2.0838, 2.0823, 2.0822, 2.0821, 2.0817, 2.0813, 2.0812, 2.0807, 2.0803, 2.08, 2.08, 2.0799, 2.0797, 2.0797, 2.0795, 2.0752, 2.0737, 2.0729, 2.0727, 2.0727, 2.0727, 2.068, 2.0655, 2.0634, 2.0624, 2.0601, 2.0601, 2.06, 2.0595, 2.0542, 2.0012, 1.9631, 2.0157, 1.9436, 1.8214, 1.9015, 1.6739, 1.0586, 1.3626, 2.1662, 2.1661, 2.1627, 2.1615, 2.1597, 2.158, 2.1571, 2.1558, 2.1555, 2.1541, 2.1508, 2.149, 2.1481, 2.146, 2.1447, 2.137, 2.1339, 2.1314, 2.1283, 2.1282, 2.1265, 2.126, 2.1243, 2.1222, 2.1222, 2.1221, 2.1184, 2.1179, 2.1176, 2.114, 2.0704, 2.0939, 1.9575, 2.0606, 1.8552, 2.0456, 1.9471, 1.9406, 2.0317, 1.8065, 1.775, 1.8216, 1.5203, 1.8504, 1.3408, 1.4996, 1.6562, 1.1773, 1.3848, 1.4129, 1.4759, 1.2464, 0.9095, 1.5762, 0.9518, 1.0662, 1.1388, 1.109, 0.4676, 0.7024, 0.8955, 0.8937, 1.0747, 0.5368, 1.251, 3.3079, 3.3067, 3.3039, 3.3021, 3.2985, 3.297, 3.2958, 3.2925, 3.2868, 3.2853, 3.2758, 3.2737, 3.2716, 3.2692, 3.2683, 3.2674, 3.2599, 3.2579, 3.256, 3.2528, 3.2496, 3.2479, 3.2415, 3.2383, 3.2373, 3.2361, 3.2359, 3.2318, 3.2203, 3.2152, 3.1673, 3.1687, 3.1926, 2.7953, 2.84, 2.7229, 2.8827, 2.8567, 2.8709, 2.2161, 2.8028, 2.8739, 1.6551, 2.1543, 2.2971, 2.2084, 1.2522, 2.1332, 1.9851, 1.5861, 1.5854, 1.291, 4.4889, 4.4755, 4.4727, 4.4713, 4.4526, 4.4262, 4.413, 4.404, 4.3032, 4.2925, 4.0323, 3.9596, 3.9079, 3.4542, 3.307, 3.2948, 3.2386, 3.205, 3.1948, 3.1898, 3.1824, 3.1401, 3.1244, 3.0933, 3.058, 2.9843, 2.9262, 2.9239, 2.8693, 2.864, 2.7319, 2.6414, 2.762, 2.0413, 1.9218, 1.5466, 1.813, 1.9954]}, \"token.table\": {\"Topic\": [1, 5, 3, 1, 6, 7, 2, 3, 3, 7, 8, 3, 3, 4, 3, 3, 1, 1, 3, 6, 6, 7, 2, 4, 1, 3, 6, 1, 3, 6, 1, 3, 6, 1, 3, 6, 6, 1, 4, 5, 6, 5, 3, 7, 4, 2, 7, 1, 2, 3, 7, 1, 2, 3, 6, 7, 1, 3, 5, 7, 3, 7, 3, 6, 7, 4, 4, 1, 2, 3, 4, 1, 3, 4, 6, 7, 1, 3, 6, 6, 6, 8, 5, 7, 3, 5, 5, 4, 6, 3, 5, 1, 5, 3, 2, 4, 8, 5, 1, 4, 2, 8, 4, 1, 5, 2, 2, 8, 1, 2, 3, 4, 8, 2, 2, 5, 3, 3, 8, 2, 5, 6, 6, 2, 3, 1, 3, 7, 3, 8, 1, 2, 3, 4, 4, 7, 2, 1, 2, 3, 4, 6, 3, 6, 1, 1, 1, 4, 4, 7, 2, 2, 1, 3, 6, 2, 6, 5, 7, 3, 7, 7, 6, 7, 7, 7, 2, 6, 6, 8, 1, 2, 3, 6, 2, 1, 2, 3, 6, 8, 2, 6, 3, 2, 3, 4, 5, 1, 5, 5, 1, 3, 4, 1, 2, 3, 4, 6, 1, 1, 1, 3, 7, 6, 1, 3, 4, 5, 5, 1, 8, 6, 7, 1, 2, 3, 6, 2, 1, 2, 3, 6, 8, 1, 2, 3, 6, 8, 1, 3, 6, 1, 3, 6, 8, 1, 2, 3, 6, 7, 1, 2, 3, 4, 6, 7, 1, 2, 3, 4, 4, 4, 6, 1, 7, 3, 6, 1, 3, 6, 7, 1, 3, 7, 8, 1, 6, 7, 6, 1, 3, 6, 2, 1, 4, 7, 1, 1, 7, 1, 2, 3, 1, 6, 1, 6, 8, 1, 3, 1, 3, 6, 4, 4, 5, 4, 5, 7, 2, 6, 7, 7, 3, 6, 1, 4, 1, 3, 6, 7, 7, 4, 1, 2, 3, 4, 7, 7, 3, 4, 2, 8, 1, 6, 8, 1, 3, 6, 6, 4, 1, 3, 7, 8, 1, 2, 3, 8, 2, 5, 7, 1, 1, 2, 6, 8, 2, 5, 6, 5, 1, 1, 2, 3, 6, 7, 1, 6, 2, 4, 2, 2, 2, 3, 3, 1, 7, 1, 3, 5, 8, 1, 2, 4, 4, 2, 1, 3, 1, 2, 3, 7, 8, 8, 6, 1, 3, 7, 4, 8, 2, 6, 7, 8, 3, 4, 5, 1, 2, 3, 1, 4, 7, 1, 3, 6, 2, 3, 4, 5, 6, 1, 2, 4, 2, 7, 8, 2, 6, 6, 6, 2, 2, 7, 7, 7, 1, 1, 2, 3, 4, 6, 7, 1, 2, 6, 2, 5, 5, 3, 2, 2, 5, 6, 1, 6, 3, 2, 4, 1, 3, 6, 7, 5, 5, 7, 3, 1, 3, 4, 6, 1, 3, 6, 8, 4, 2, 1, 3, 4, 5, 7, 3, 1, 1, 2, 3, 4, 7, 6, 7, 1, 6, 7, 8, 5, 4, 6, 2, 4, 5, 1, 2, 3, 8, 6, 1, 6, 5, 5, 1, 2, 2, 2, 1, 2, 3, 7, 7, 1, 4, 3, 2, 3, 4, 1, 8, 1, 2, 3, 4, 6, 4, 6, 2, 3, 8, 1, 3, 1, 2, 4, 5, 7, 7, 4, 7, 2, 1, 3, 4, 6, 7, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6, 2, 4, 6, 5, 5, 7, 3, 1, 3, 7, 8, 1, 1, 4, 7, 1, 3, 6, 7, 4, 1, 2, 3, 6, 8, 3, 4, 2, 1, 6, 7, 1, 3, 4, 1, 3, 6, 2, 4, 8, 1, 2, 3, 4, 6, 1, 3, 6, 6, 4, 5, 6, 3, 5, 2, 6, 6, 2, 8, 1, 1, 6, 8, 3, 8, 2, 5, 3, 4, 1, 3, 2, 6, 1, 2, 2, 3, 1, 2, 3, 6, 1, 7, 3, 2, 6, 1, 2, 3, 6, 8, 4, 1, 7, 6, 1, 2, 4, 1, 2, 8, 3, 7, 1, 7, 4, 2, 1, 1, 5, 6, 1, 3, 6, 7, 1, 2, 3, 5, 6, 1, 2, 3, 8, 1, 2, 6, 2, 4, 7, 1, 6, 2, 3, 8, 1, 2, 3, 6, 4, 4, 1, 2, 8, 6, 1, 8, 1, 3, 4, 6, 4, 1, 4, 1, 2, 4, 1, 2, 3, 6, 4, 1, 2, 3, 2, 5, 1, 3, 4, 7, 1, 4, 5, 6, 7, 2, 3, 8, 3, 3], \"Freq\": [0.004904899093701958, 0.9932420664746466, 0.9753903961290041, 0.10145620352213112, 0.879287097191803, 0.8951328651667972, 0.9915520527353499, 0.9418465280419244, 0.6025473596773314, 0.17721981166980336, 0.21266377400376404, 0.9810005338114453, 0.07434096810413814, 0.9106768592756922, 0.9536206545040679, 0.9764729188197512, 0.9884816036745115, 0.484090507660318, 0.052334108936250595, 0.4579234531921927, 0.9168005895423086, 0.9760239651520356, 0.024069172148465545, 0.9748014720128546, 0.30353062046955215, 0.032521137907452015, 0.6558429478002823, 0.4920466219070274, 0.016679546505322964, 0.4837068486543659, 0.9528527344934751, 0.7782119685238207, 0.21949568342979556, 0.8142395265316652, 0.10093878428078494, 0.08075102742462796, 0.9485889232739632, 0.00894737344003211, 0.5457897798419586, 0.3668423110413165, 0.07157898752025688, 0.9958863620851123, 0.9562531926135742, 0.958883465003068, 0.9880398027395468, 0.06371377256964873, 0.8919928159750822, 0.2774993356262207, 0.2663993622011719, 0.11099973425048829, 0.3329992027514649, 0.7593701269052614, 0.004414942598286404, 0.06622413897429605, 0.16776781873488333, 0.9456835463645444, 0.3556412903872053, 0.4032111445154303, 0.04983508527718801, 0.19027941651289967, 0.12732678303520517, 0.8658221246393952, 0.5716894279056874, 0.426782038193482, 0.001985032735783637, 0.9748904554140594, 0.9870104457400118, 0.4801500266207839, 0.18560421197105934, 0.13315084771836863, 0.197708834490911, 0.7527649395994188, 0.014980396807948632, 0.1160980752616019, 0.10486277765564042, 0.011235297605961474, 0.9061780631423515, 0.014159032236599242, 0.07079516118299621, 0.9085380938461624, 0.9479982411987729, 0.04514277339041775, 0.9969458043162323, 0.9753465585934082, 0.1255231816579611, 0.8629718738984826, 0.9871705589223292, 0.979095918782321, 0.9328479590492734, 0.9862052249264939, 0.9818618783792986, 0.11088847730488183, 0.8809473474776723, 0.9655517279721736, 0.11226942390906641, 0.6174818314998652, 0.280673559772666, 0.9669964623941698, 0.12917026497855202, 0.8718992886052261, 0.7055771272282493, 0.2939904696784372, 0.9823020386378244, 0.16274672858294584, 0.832880316865664, 0.9865131719580035, 0.6827730180792482, 0.2987131954096711, 0.08828966686499837, 0.5738828346224895, 0.18540830041649659, 0.10594760023799804, 0.044144833432499184, 0.9958581249083633, 0.9699157247386606, 0.9930671537021718, 0.9949041158061086, 0.9561984322170187, 0.8953145217052509, 0.02724069568347206, 0.9670446967632581, 0.9341284750169058, 0.9439470803560561, 0.9929979788295886, 0.9814290706550381, 0.9753441329476111, 0.9940302529300702, 0.9660759235471077, 0.6760572578094275, 0.2897388247754689, 0.027486267231475087, 0.2473764050832758, 0.6734135471711397, 0.04122940084721263, 0.7302071033441302, 0.26845849387651843, 0.9925589940348677, 0.6916676166238303, 0.02267762677455181, 0.06236347363001748, 0.03401644016182772, 0.18709042089005246, 0.941654289646837, 0.05330118620642473, 0.9764755626308899, 0.9609063827893393, 0.785175626091632, 0.21292898334688326, 0.3417179463059713, 0.6378734997711464, 0.973114688027823, 0.9653925544945269, 0.9669170533396617, 0.020144105277909618, 0.9462946046984849, 0.9857466430316664, 0.9584502678907104, 0.9957114706463136, 0.9852238111308148, 0.9792858022308999, 0.989754660334702, 0.9434305109878524, 0.9316024304578792, 0.9272001362314373, 0.9068781225826112, 0.9707387945895741, 0.9450097216053488, 0.04887981318648356, 0.3749868274192856, 0.6249780456988092, 0.7323789830335241, 0.016203074845874427, 0.06157168441432283, 0.19119628318131826, 0.9916753590411499, 0.442156284357981, 0.10371567163952641, 0.09825695207955133, 0.34935805183840474, 0.9381100142910758, 0.5876525782889255, 0.4092580455940731, 0.9736926152066389, 0.4200412212023256, 0.18829434053897354, 0.38383077109867686, 0.9870192272802419, 0.9712250334189736, 0.9952042738938957, 0.9953440671460582, 0.11909634245323153, 0.05293170775699179, 0.8204414702333728, 0.5160682236445521, 0.07907496975198781, 0.2455485902824885, 0.10404601283156291, 0.0499420861591502, 0.9812202277799293, 0.972159716071629, 0.12546529023613856, 0.2509305804722771, 0.6133858633766774, 0.9743193209720236, 0.935153447481889, 0.04755017529568927, 0.9895176748044344, 0.9966856017829208, 0.9957114706463136, 0.6614500690464925, 0.22048335634883082, 0.8921135895596912, 0.05247726997409948, 0.03765211146972921, 0.5873729389277756, 0.12048675670313345, 0.2560343579941586, 0.9883928748299642, 0.5923153832593794, 0.0802093748163743, 0.0061699519089518685, 0.32700745117444907, 0.8589742053724136, 0.32651525266965653, 0.28355271942364907, 0.21481266623003717, 0.11170258643961933, 0.0687400531936119, 0.7811654976571719, 0.10441321008288931, 0.11214752194088112, 0.5499790508888227, 0.4149841929433844, 0.029998857321208508, 0.9857021790624233, 0.927253572886619, 0.0023181339322165474, 0.03709014291546476, 0.01854507145773238, 0.011590669661082737, 0.7026490014248191, 0.013599658092093273, 0.004533219364031091, 0.004533219364031091, 0.27199316184186545, 0.004533219364031091, 0.6871740646405452, 0.04952605871283208, 0.09905211742566417, 0.1671504481558083, 0.9765695038889802, 0.9713734199733869, 0.9458122079482003, 0.4455341693942065, 0.5520749490319515, 0.11739856921227466, 0.8511396267889914, 0.3941947411282293, 0.056992010765527124, 0.4464374176632958, 0.09973601883967247, 0.2371723171038039, 0.3627341320411118, 0.3139045373432699, 0.08370787662487196, 0.9776142730956806, 0.9254907951856503, 0.9621246976862787, 0.8962175951494832, 0.7172273053198457, 0.0916756706047923, 0.1833513412095846, 0.993896927562017, 0.9789856696799388, 0.009692927422573652, 0.004846463711286826, 0.9754544420698101, 0.347106791734704, 0.6247922251224671, 0.15659586601892242, 0.31319173203784484, 0.5257146930635253, 0.9721057354858359, 0.018170200663286652, 0.7169229775830744, 0.18937588087100077, 0.08116109180185747, 0.9516248692382118, 0.03339034628906006, 0.15839256414103312, 0.05279752138034437, 0.7814033164290967, 0.970434977386966, 0.9896932643012603, 0.9714826404034932, 0.9730764762303182, 0.9843673011029782, 0.936556031329005, 0.036881660114506436, 0.09835109363868383, 0.8605720693384835, 0.9385092778700787, 0.025430274604663624, 0.9663504349772176, 0.9764247805143826, 0.9815296066877044, 0.39179290317000803, 0.09605245368038907, 0.5105946221957525, 0.002527696149483923, 0.917936232120737, 0.9865352567707134, 0.44503843151931516, 0.03894086275794008, 0.055629803939914395, 0.4283494903373409, 0.027814901969957197, 0.975358868341242, 0.6589451805763352, 0.3376077159742952, 0.17375838245387773, 0.8108724514514295, 0.12484554856664744, 0.5618049685499135, 0.24969109713329488, 0.04783230744806567, 0.4065746133085582, 0.5381134587907388, 0.9740228020388972, 0.9913910022219302, 0.1453636848456585, 0.26650008888370724, 0.3028410100951219, 0.26650008888370724, 0.2740004768455761, 0.2603004530032973, 0.30140052453013366, 0.16440028610734564, 0.19153478162661494, 0.21281642402957215, 0.5887921064818163, 0.9780698651602177, 0.42644623739110293, 0.1675324504036476, 0.21322311869555147, 0.1979928959315835, 0.009892293171380608, 0.9793370239666802, 0.9737766087255812, 0.9682346111851686, 0.9809179000550443, 0.5040905138061943, 0.17664710312866638, 0.021542329649837363, 0.2714333535879508, 0.021542329649837363, 0.6368484698470438, 0.3615806330633399, 0.01843336521077967, 0.9585349909605428, 0.9835383070455864, 0.9911632325874578, 0.2292373504299836, 0.7613954853567313, 0.9854849457374205, 0.9706740418708846, 0.9424358081243425, 0.01726973927420623, 0.05756579758068743, 0.9152961815329301, 0.005756579758068743, 0.37391132235228675, 0.006129693809053881, 0.6129693809053881, 0.9731787067439781, 0.9782337246593539, 0.9696267650487922, 0.9844009623742518, 0.21240082411579442, 0.11800045784210801, 0.46020178558422126, 0.0354001373526324, 0.15340059519474042, 0.8723533886039773, 0.961072015943013, 0.8792633037852587, 0.11569253997174458, 0.95787647225631, 0.9828490408373052, 0.992511492884587, 0.44841503051138787, 0.08541238676407388, 0.2135309669101847, 0.23488406360120317, 0.48583192640039563, 0.15497864318865667, 0.35697327925477096, 0.664576806914584, 0.039382329298642015, 0.29536746973981515, 0.9637529988786802, 0.6285498925839651, 0.3542735758200531, 0.2689214286589359, 0.04780825398381083, 0.6812676192693043, 0.5074059339963722, 0.3200560506746348, 0.09367494166086872, 0.057245797681641994, 0.02081665370241527, 0.8225253260215241, 0.09625296368336983, 0.07000215540608715, 0.17799602121532887, 0.6526520777895392, 0.17799602121532887, 0.9672715727282047, 0.9388345506225446, 0.9636874044481366, 0.9583236075026255, 0.9797504860912557, 0.9758823192118478, 0.9780896762234019, 0.9811573883031055, 0.8861809369434016, 0.9903977532841489, 0.4796331842046395, 0.16323650386796554, 0.1430838490694513, 0.030228982197771398, 0.17734336222692554, 0.004030530959702853, 0.13124473877902695, 0.07382516556320266, 0.7874684326741617, 0.014992953308341455, 0.9820384416963652, 0.9800949218849953, 0.9448393563524283, 0.9954148462423357, 0.981922532743064, 0.9731532815140653, 0.9620856424208204, 0.2841349639808326, 0.7103374099520815, 0.9704218796778633, 0.9884106589476216, 0.9748128771203806, 0.19872060004922132, 0.08565543105569885, 0.7126531863834143, 0.9604454138315937, 0.9986526136018077, 0.9939474200403081, 0.939708976269645, 0.9828560036593196, 0.5482618898126854, 0.018743996232912324, 0.10777797833924586, 0.3233339350177376, 0.6071029675281242, 0.10780333068256412, 0.27801911597082324, 0.0028369297548043186, 0.9853210492899369, 0.9962112396497429, 0.504107253653106, 0.03794355672657788, 0.39298683752527086, 0.029812794570882616, 0.03523330267467945, 0.9858455196916526, 0.9746955125229918, 0.3374563448794702, 0.22975751140729886, 0.1938579002499084, 0.057439377851824715, 0.17949805578695222, 0.8832205579077457, 0.10889020576944809, 0.8402043253396061, 0.13533492488691642, 0.005638955203621517, 0.016916865610864553, 0.9975668471604883, 0.9717044963388455, 0.9762128553036661, 0.3234634320111339, 0.4454250539169713, 0.2333178853850802, 0.5016929730429996, 0.20657945948829395, 0.04426702703320585, 0.23609081084376454, 0.9304184641744677, 0.772813563357705, 0.22395821631998797, 0.9937744684308769, 0.9897999668433375, 0.25981047642715394, 0.7274693339960311, 0.9754987641686811, 0.9808212243077907, 0.4700943704582577, 0.052232707828695296, 0.34473587166938896, 0.13058176957173825, 0.9837897330170605, 0.9862952365579973, 0.9861867499030483, 0.9758618852796277, 0.061440171609836086, 0.8908824883426233, 0.04096011440655739, 0.588346883476566, 0.33619821912946635, 0.41588083452788166, 0.005401049799063398, 0.17823464336909212, 0.005401049799063398, 0.3888755855325646, 0.12785413845152743, 0.8630154345478102, 0.09814261403667246, 0.3434991491283536, 0.5397843772016985, 0.7364479590145392, 0.2593778975145547, 0.05144042511347757, 0.045010371974292876, 0.1800414878971715, 0.6622954733360237, 0.05787047825266227, 0.9453543969967061, 0.39542855937863514, 0.6047730908143831, 0.9718929239620957, 0.08722595994093345, 0.08411074708590012, 0.8006097037435678, 0.006230425710066675, 0.018691277130200027, 0.23889084631098803, 0.35833626946648206, 0.22097403283766393, 0.08958406736662052, 0.09555633852439521, 0.2871817668487493, 0.28262332610511837, 0.19145451123249954, 0.059259729667202235, 0.17777918900160672, 0.8429631759997852, 0.1492747290832953, 0.9491350494317605, 0.996285455149492, 0.993128742570351, 0.9285074190072244, 0.9690447657969824, 0.7848752173545291, 0.006825001890039383, 0.17745004914102397, 0.02047500567011815, 0.9881207878513467, 0.6554919081951266, 0.009569224937155134, 0.3301382603318521, 0.8397194121283905, 0.00995714717938803, 0.01991429435877606, 0.12612386427224836, 0.9938436841008004, 0.6920311924730504, 0.06239625505904553, 0.03403432094129756, 0.15882683105938863, 0.05105148141194634, 0.9659074174381014, 0.968977646001426, 0.9769205588628245, 0.9431580061349021, 0.029941524004282606, 0.014970762002141303, 0.9880016137618717, 0.2687743162463354, 0.7229102299039366, 0.9713412906570164, 0.30326114985280783, 0.690180547940873, 0.43883628591811874, 0.5246955592499246, 0.03815967703635815, 0.76645472003649, 0.010719646434076783, 0.04287858573630713, 0.005359823217038391, 0.17151434294522852, 0.3705860988136504, 0.04309140683879656, 0.5860431330076332, 0.9457068282271001, 0.18738936595467318, 0.7651732443149154, 0.046847341488668294, 0.9732997102032579, 0.9951205152209662, 0.9533377138490085, 0.040281875233056694, 0.9677242528336617, 0.9900245787801132, 0.9590926319411822, 0.9741600868051573, 0.5059998514519264, 0.28111102858440357, 0.19677772000908247, 0.6818949857391827, 0.30306443810630346, 0.05583352258486187, 0.9352115032964363, 0.9706217694455436, 0.9850248442844388, 0.9325231538551371, 0.04741643155195612, 0.765754652862378, 0.21878704367496513, 0.09866357118984201, 0.8879721407085781, 0.24663297989816105, 0.7398989396944832, 0.6568822712290022, 0.03519012167298226, 0.25219587198970617, 0.05278518250947339, 0.9643071268863944, 0.9538194060900976, 0.9758367924070176, 0.8526851502321565, 0.1465552601961519, 0.5213060520378174, 0.013032651300945435, 0.05213060520378174, 0.20852242081512695, 0.20852242081512695, 0.9678532073148962, 0.8064131961211786, 0.18363864862165452, 0.9577503867636057, 0.13571421790387334, 0.712499643995335, 0.14702373606252947, 0.39121368015402147, 0.33102696013032584, 0.27084024010663027, 0.9737404897240557, 0.9185599393314482, 0.3357332904660095, 0.6456409432038644, 0.9790695664212393, 0.9833879438248021, 0.986531523339119, 0.988328626929563, 0.9800949218849953, 0.9568297459023597, 0.5683281619984145, 0.008611032757551736, 0.38749647408982807, 0.025833098272655206, 0.013897196531475744, 0.3150031213801169, 0.14823676300240793, 0.486401878601651, 0.03705919075060198, 0.21166000469136337, 0.36810435598497976, 0.34049652928610624, 0.07362087119699595, 0.9147669557351585, 0.011880090334222838, 0.07128054200533702, 0.5636024246328878, 0.33981910896982936, 0.09117098045532007, 0.49832505265601734, 0.49832505265601734, 0.9829621589712358, 0.9907021477493692, 0.9747042132884731, 0.4401384319904432, 0.07335640533174054, 0.19911024304329575, 0.28993245916830784, 0.9907995702313916, 0.9875711620789686, 0.028145427210841224, 0.1125817088433649, 0.8162173891143956, 0.9085364147965086, 0.5653201476702294, 0.3391920886021377, 0.9798102717212201, 0.04041767027030859, 0.1751432378380039, 0.7814082918926327, 0.9811988500520431, 0.969558476019661, 0.9797962798880469, 0.1313288920889754, 0.07163394113944115, 0.793942847628806, 0.47465428922436675, 0.0771313219989596, 0.10679721507548252, 0.3381911810723613, 0.9688090853430305, 0.012935841369205251, 0.8343617683137388, 0.14229425506125776, 0.9824015939655426, 0.9800949218849953, 0.7197683346967187, 0.20190903934349513, 0.07478112568277598, 0.0018695281420693993, 0.1994234327416937, 0.6481261564105045, 0.012463964546355856, 0.13710361000991442, 0.9189200389829135, 0.11275036345381795, 0.2255007269076359, 0.6201269989959987, 0.9917513092818437, 0.992940561092626], \"Term\": [\"a\", \"a\", \"aau\", \"account\", \"account\", \"active\", \"ad\", \"advantage\", \"advice\", \"advice\", \"advice\", \"age\", \"all\", \"all\", \"allow\", \"allowed\", \"almost\", \"always\", \"always\", \"always\", \"american\", \"andre\", \"anthony\", \"anthony\", \"anyone\", \"anyone\", \"anyone\", \"anything\", \"anything\", \"anything\", \"appreciated\", \"arm\", \"arm\", \"around\", \"around\", \"around\", \"as\", \"assist\", \"assist\", \"assist\", \"assist\", \"ast\", \"athlete\", \"athletic\", \"averaging\", \"award\", \"award\", \"away\", \"away\", \"away\", \"away\", \"back\", \"back\", \"back\", \"back\", \"backboard\", \"ball\", \"ball\", \"ball\", \"ball\", \"basket\", \"basket\", \"basketball\", \"basketball\", \"basketball\", \"ben\", \"bench\", \"best\", \"best\", \"best\", \"best\", \"better\", \"better\", \"better\", \"better\", \"better\", \"bit\", \"bit\", \"bit\", \"black\", \"blizzard\", \"blizzard\", \"blk\", \"block\", \"box\", \"box\", \"broadcast\", \"brooklyn\", \"bunch\", \"buy\", \"by\", \"c\", \"c\", \"called\", \"calling\", \"calling\", \"calling\", \"canadian\", \"career\", \"career\", \"cassidy\", \"cassidy\", \"celtic\", \"center\", \"center\", \"central\", \"challenge\", \"challenge\", \"change\", \"change\", \"change\", \"change\", \"change\", \"character\", \"chat\", \"clock\", \"coach\", \"coaching\", \"cole\", \"com\", \"com\", \"comfortable\", \"contact\", \"content\", \"contract\", \"control\", \"court\", \"covid\", \"cross\", \"cross\", \"current\", \"current\", \"current\", \"current\", \"curry\", \"curry\", \"damage\", \"day\", \"day\", \"day\", \"day\", \"day\", \"deal\", \"deal\", \"decent\", \"deep\", \"defense\", \"defense\", \"defensive\", \"defensive\", \"developer\", \"dive\", \"dont\", \"dont\", \"double\", \"dp\", \"drafted\", \"drb\", \"dribbling\", \"drill\", \"dunk\", \"dunking\", \"earlier\", \"east\", \"efficient\", \"elbow\", \"enemy\", \"enemy\", \"entertaining\", \"entertaining\", \"even\", \"even\", \"even\", \"even\", \"event\", \"every\", \"every\", \"every\", \"every\", \"exercise\", \"experience\", \"experience\", \"fair\", \"fan\", \"fan\", \"fan\", \"fastbreak\", \"feeling\", \"fg\", \"fgm\", \"final\", \"final\", \"final\", \"first\", \"first\", \"first\", \"first\", \"first\", \"fix\", \"floor\", \"foot\", \"foot\", \"foot\", \"football\", \"forward\", \"forward\", \"foul\", \"ft\", \"ftm\", \"fuck\", \"fuck\", \"fucking\", \"fucking\", \"fun\", \"fun\", \"fun\", \"fun\", \"gameplay\", \"getting\", \"getting\", \"getting\", \"getting\", \"giddey\", \"give\", \"give\", \"give\", \"give\", \"give\", \"go\", \"go\", \"go\", \"going\", \"going\", \"going\", \"gon\", \"good\", \"good\", \"good\", \"good\", \"good\", \"got\", \"got\", \"got\", \"got\", \"got\", \"got\", \"great\", \"great\", \"great\", \"great\", \"green\", \"griffin\", \"guaranteed\", \"guard\", \"guard\", \"guess\", \"guess\", \"guy\", \"guy\", \"guy\", \"guy\", \"hand\", \"hand\", \"hand\", \"hand\", \"handle\", \"happening\", \"harden\", \"heart\", \"help\", \"help\", \"help\", \"hero\", \"high\", \"high\", \"high\", \"higher\", \"hoop\", \"hoop\", \"idea\", \"idea\", \"idea\", \"im\", \"im\", \"improve\", \"improve\", \"improve\", \"inch\", \"inch\", \"issue\", \"issue\", \"issue\", \"jalen\", \"jazz\", \"johnson\", \"jokic\", \"jr\", \"jrue\", \"jump\", \"jump\", \"jump\", \"jumper\", \"kinda\", \"kinda\", \"knee\", \"knicks\", \"know\", \"know\", \"know\", \"know\", \"kyrie\", \"lakers\", \"last\", \"last\", \"last\", \"last\", \"last\", \"layup\", \"league\", \"league\", \"learn\", \"learn\", \"learning\", \"learning\", \"learning\", \"least\", \"least\", \"least\", \"leave\", \"lebron\", \"left\", \"left\", \"left\", \"left\", \"life\", \"life\", \"life\", \"life\", \"link\", \"link\", \"link\", \"literally\", \"ll\", \"ll\", \"ll\", \"ll\", \"location\", \"location\", \"lol\", \"longest\", \"lost\", \"lot\", \"lot\", \"lot\", \"lot\", \"lot\", \"m\", \"m\", \"magic\", \"magic\", \"map\", \"matchup\", \"may\", \"may\", \"mid\", \"middle\", \"midrange\", \"min\", \"min\", \"min\", \"min\", \"minute\", \"minute\", \"minute\", \"mitchell\", \"mode\", \"moment\", \"money\", \"month\", \"month\", \"month\", \"month\", \"month\", \"morning\", \"motion\", \"move\", \"move\", \"murray\", \"mvp\", \"na\", \"name\", \"name\", \"name\", \"name\", \"nba\", \"nba\", \"nba\", \"need\", \"need\", \"need\", \"needed\", \"net\", \"net\", \"never\", \"never\", \"never\", \"new\", \"new\", \"new\", \"new\", \"new\", \"next\", \"next\", \"next\", \"night\", \"night\", \"night\", \"nintendo\", \"nobody\", \"notice\", \"noticed\", \"nov\", \"november\", \"offense\", \"offensive\", \"offensively\", \"old\", \"one\", \"one\", \"one\", \"one\", \"one\", \"one\", \"open\", \"open\", \"open\", \"orb\", \"orb\", \"oreb\", \"outdoor\", \"overwatch\", \"ow\", \"pacific\", \"park\", \"pas\", \"pas\", \"pay\", \"pc\", \"pelican\", \"people\", \"people\", \"people\", \"percentage\", \"pf\", \"pg\", \"phi\", \"pickup\", \"played\", \"played\", \"played\", \"played\", \"playing\", \"playing\", \"playing\", \"playing\", \"playoff\", \"pm\", \"point\", \"point\", \"point\", \"point\", \"point\", \"poll\", \"position\", \"post\", \"post\", \"post\", \"post\", \"post\", \"practice\", \"practice\", \"pretty\", \"pretty\", \"pretty\", \"pretty\", \"pt\", \"quarter\", \"queue\", \"r\", \"r\", \"r\", \"range\", \"range\", \"range\", \"range\", \"ranked\", \"really\", \"really\", \"reb\", \"rebound\", \"release\", \"release\", \"released\", \"review\", \"right\", \"right\", \"right\", \"right\", \"rim\", \"rookie\", \"rudy\", \"rule\", \"said\", \"said\", \"said\", \"save\", \"save\", \"say\", \"say\", \"say\", \"say\", \"say\", \"saying\", \"saying\", \"schedule\", \"schedule\", \"schedule\", \"school\", \"school\", \"score\", \"score\", \"score\", \"score\", \"score\", \"scorer\", \"scoring\", \"scoring\", \"script\", \"season\", \"season\", \"season\", \"season\", \"season\", \"second\", \"second\", \"second\", \"second\", \"second\", \"see\", \"see\", \"see\", \"see\", \"see\", \"series\", \"series\", \"seriously\", \"sf\", \"sg\", \"shake\", \"shoe\", \"shoot\", \"shoot\", \"shoot\", \"shoot\", \"shooter\", \"shooting\", \"shooting\", \"shooting\", \"shot\", \"shot\", \"shot\", \"shot\", \"simmons\", \"since\", \"since\", \"since\", \"since\", \"since\", \"situation\", \"sixer\", \"skin\", \"small\", \"small\", \"small\", \"sometimes\", \"source\", \"source\", \"split\", \"sport\", \"sport\", \"star\", \"star\", \"star\", \"start\", \"start\", \"start\", \"start\", \"start\", \"started\", \"started\", \"started\", \"stat\", \"stats\", \"stats\", \"stats\", \"steph\", \"stl\", \"story\", \"story\", \"straight\", \"stream\", \"strength\", \"stretch\", \"stuff\", \"stuff\", \"stuff\", \"suggestion\", \"suggestion\", \"summary\", \"summary\", \"summer\", \"sun\", \"super\", \"super\", \"support\", \"support\", \"switch\", \"switch\", \"system\", \"system\", \"take\", \"take\", \"take\", \"take\", \"talent\", \"tall\", \"taller\", \"tank\", \"tank\", \"thanks\", \"thanks\", \"thanks\", \"thanks\", \"thanks\", \"thunder\", \"tip\", \"tip\", \"tired\", \"title\", \"title\", \"title\", \"together\", \"together\", \"together\", \"told\", \"tor\", \"touch\", \"touch\", \"trade\", \"trailer\", \"train\", \"training\", \"treb\", \"triple\", \"trying\", \"trying\", \"trying\", \"trying\", \"u\", \"u\", \"u\", \"u\", \"u\", \"use\", \"use\", \"use\", \"use\", \"used\", \"used\", \"used\", \"v\", \"v\", \"v\", \"ve\", \"ve\", \"vertical\", \"view\", \"wan\", \"want\", \"want\", \"want\", \"want\", \"warrior\", \"washington\", \"watch\", \"watch\", \"watch\", \"website\", \"weekend\", \"weekend\", \"weight\", \"went\", \"went\", \"went\", \"westbrook\", \"whenever\", \"wilt\", \"win\", \"win\", \"win\", \"work\", \"work\", \"work\", \"work\", \"workout\", \"world\", \"world\", \"world\", \"xbox\", \"yahoo\", \"year\", \"year\", \"year\", \"year\", \"young\", \"young\", \"young\", \"young\", \"younger\", \"youtube\", \"youtube\", \"youtube\", \"\\u201c\", \"\\u201d\"]}, \"R\": 30, \"lambda.step\": 0.01, \"plot.opts\": {\"xlab\": \"PC1\", \"ylab\": \"PC2\"}, \"topic.order\": [5, 1, 2, 4, 8, 6, 3, 7]};\n",
+              "\n",
+              "function LDAvis_load_lib(url, callback){\n",
+              "  var s = document.createElement('script');\n",
+              "  s.src = url;\n",
+              "  s.async = true;\n",
+              "  s.onreadystatechange = s.onload = callback;\n",
+              "  s.onerror = function(){console.warn(\"failed to load library \" + url);};\n",
+              "  document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
+              "}\n",
+              "\n",
+              "if(typeof(LDAvis) !== \"undefined\"){\n",
+              "   // already loaded: just create the visualization\n",
+              "   !function(LDAvis){\n",
+              "       new LDAvis(\"#\" + \"ldavis_el719621403004602025761303451516\", ldavis_el719621403004602025761303451516_data);\n",
+              "   }(LDAvis);\n",
+              "}else if(typeof define === \"function\" && define.amd){\n",
+              "   // require.js is available: use it to load d3/LDAvis\n",
+              "   require.config({paths: {d3: \"https://d3js.org/d3.v5\"}});\n",
+              "   require([\"d3\"], function(d3){\n",
+              "      window.d3 = d3;\n",
+              "      LDAvis_load_lib(\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.2.2/pyLDAvis/js/ldavis.v3.0.0.js\", function(){\n",
+              "        new LDAvis(\"#\" + \"ldavis_el719621403004602025761303451516\", ldavis_el719621403004602025761303451516_data);\n",
+              "      });\n",
+              "    });\n",
+              "}else{\n",
+              "    // require.js not available: dynamically load d3 & LDAvis\n",
+              "    LDAvis_load_lib(\"https://d3js.org/d3.v5.js\", function(){\n",
+              "         LDAvis_load_lib(\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.2.2/pyLDAvis/js/ldavis.v3.0.0.js\", function(){\n",
+              "                 new LDAvis(\"#\" + \"ldavis_el719621403004602025761303451516\", ldavis_el719621403004602025761303451516_data);\n",
+              "            })\n",
+              "         });\n",
+              "}\n",
+              "</script>"
+            ],
+            "text/plain": [
+              "PreparedData(topic_coordinates=              x         y  topics  cluster       Freq\n",
+              "topic                                                \n",
+              "4      0.202521 -0.008545       1        1  30.404284\n",
+              "0      0.040647 -0.070906       2        1  13.993698\n",
+              "1      0.137097 -0.083399       3        1  13.749136\n",
+              "3     -0.173814 -0.005597       4        1  13.580189\n",
+              "7     -0.371680 -0.151542       5        1  12.408949\n",
+              "5      0.219281 -0.101934       6        1  11.140826\n",
+              "2     -0.055027  0.344820       7        1   3.614182\n",
+              "6      0.000975  0.077103       8        1   1.108736, topic_info=            Term        Freq       Total Category  logprob  loglift\n",
+              "600            a  407.000000  407.000000  Default  30.0000  30.0000\n",
+              "1458          pf  351.000000  351.000000  Default  29.0000  29.0000\n",
+              "1323  basketball  503.000000  503.000000  Default  28.0000  28.0000\n",
+              "1269        ball  441.000000  441.000000  Default  27.0000  27.0000\n",
+              "1180          pt  308.000000  308.000000  Default  26.0000  26.0000\n",
+              "...          ...         ...         ...      ...      ...      ...\n",
+              "65          hand   12.240166  143.355685   Topic8  -4.1775   2.0413\n",
+              "381          use    8.232720  108.664837   Topic8  -4.5741   1.9218\n",
+              "144        since    9.177719  176.292631   Topic8  -4.4654   1.5466\n",
+              "240         give    7.907935  116.380474   Topic8  -4.6143   1.8130\n",
+              "1019     improve    6.028435   73.927049   Topic8  -4.8857   1.9954\n",
+              "\n",
+              "[447 rows x 6 columns], token_table=      Topic      Freq     Term\n",
+              "term                          \n",
+              "600       1  0.004905        a\n",
+              "600       5  0.993242        a\n",
+              "1620      3  0.975390      aau\n",
+              "880       1  0.101456  account\n",
+              "880       6  0.879287  account\n",
+              "...     ...       ...      ...\n",
+              "722       2  0.112750  youtube\n",
+              "722       3  0.225501  youtube\n",
+              "722       8  0.620127  youtube\n",
+              "48        3  0.991751        “\n",
+              "49        3  0.992941        ”\n",
+              "\n",
+              "[734 rows x 3 columns], R=30, lambda_step=0.01, plot_opts={'xlab': 'PC1', 'ylab': 'PC2'}, topic_order=[5, 1, 2, 4, 8, 6, 3, 7])"
+            ]
+          },
+          "execution_count": 58,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "d93a7dae"
+      },
+      "source": [
+        ""
+      ],
+      "id": "d93a7dae",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "02628e6a"
+      },
+      "source": [
+        ""
+      ],
+      "id": "02628e6a",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "2e20cf42"
+      },
+      "source": [
+        "#cv1.get_feature_names()[0:1000]"
+      ],
+      "id": "2e20cf42",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "45be0285"
+      },
+      "source": [
+        ""
+      ],
+      "id": "45be0285",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "d356b490"
+      },
+      "source": [
+        ""
+      ],
+      "id": "d356b490",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "666cdcd5"
+      },
+      "source": [
+        ""
+      ],
+      "id": "666cdcd5",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ef50ad8f"
+      },
+      "source": [
+        "### NMF"
+      ],
+      "id": "ef50ad8f"
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "66ba8581"
+      },
+      "source": [
+        "nmf_model = NMF(10)\n",
+        "doc_topic = nmf_model.fit_transform(c)"
+      ],
+      "id": "66ba8581",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "b7ae3edf",
+        "outputId": "b7f64d2d-03de-4e03-b6c9-90700abedc23"
+      },
+      "source": [
+        "topic_word = pd.DataFrame(nmf_model.components_.round(3),\n",
+        "             index = [\"component_1\",\"component_2\",'component_3','component_4','component_5','component_6','component_7','component_8','component_9','component_10'],\n",
+        "             columns = cv1.get_feature_names())\n",
+        "topic_word"
+      ],
+      "id": "b7ae3edf",
+      "execution_count": null,
+      "outputs": [
+        {
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>aaa</th>\n",
+              "      <th>aaron</th>\n",
+              "      <th>aau</th>\n",
+              "      <th>ab</th>\n",
+              "      <th>aba</th>\n",
+              "      <th>abandon</th>\n",
+              "      <th>abandoned</th>\n",
+              "      <th>abandoning</th>\n",
+              "      <th>abdel</th>\n",
+              "      <th>abducted</th>\n",
+              "      <th>...</th>\n",
+              "      <th>zydrunas</th>\n",
+              "      <th>álvaro</th>\n",
+              "      <th>ďays</th>\n",
+              "      <th>šarić</th>\n",
+              "      <th>štrba</th>\n",
+              "      <th>сhina</th>\n",
+              "      <th>细拉</th>\n",
+              "      <th>阿姆西</th>\n",
+              "      <th>震旦与食人魔实机兵种展示</th>\n",
+              "      <th>𝘳𝘦𝘢𝘭𝘭𝘺</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>component_1</th>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.004</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_2</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.313</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.004</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.004</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_3</th>\n",
+              "      <td>0.004</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_4</th>\n",
+              "      <td>0.095</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.089</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_5</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.319</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.047</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_6</th>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.091</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_7</th>\n",
+              "      <td>0.024</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.082</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.003</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_8</th>\n",
+              "      <td>0.005</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_9</th>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.004</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.006</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.014</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.005</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.002</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>component_10</th>\n",
+              "      <td>0.107</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.004</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "<p>10 rows × 10963 columns</p>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "                aaa  aaron    aau     ab    aba  abandon  abandoned  \\\n",
+              "component_1   0.003  0.000  0.000  0.000  0.000    0.001      0.000   \n",
+              "component_2   0.000  0.003  0.313  0.000  0.001    0.000      0.000   \n",
+              "component_3   0.004  0.000  0.000  0.000  0.000    0.000      0.000   \n",
+              "component_4   0.095  0.000  0.000  0.000  0.000    0.000      0.000   \n",
+              "component_5   0.000  0.319  0.000  0.000  0.001    0.000      0.000   \n",
+              "component_6   0.003  0.000  0.000  0.000  0.000    0.000      0.000   \n",
+              "component_7   0.024  0.000  0.002  0.000  0.000    0.001      0.000   \n",
+              "component_8   0.005  0.000  0.000  0.000  0.000    0.000      0.000   \n",
+              "component_9   0.001  0.003  0.000  0.002  0.004    0.000      0.001   \n",
+              "component_10  0.107  0.000  0.000  0.000  0.000    0.001      0.000   \n",
+              "\n",
+              "              abandoning  abdel  abducted  ...  zydrunas  álvaro   ďays  \\\n",
+              "component_1        0.000  0.000     0.000  ...     0.000   0.003  0.000   \n",
+              "component_2        0.000  0.000     0.000  ...     0.004   0.001  0.000   \n",
+              "component_3        0.000  0.000     0.000  ...     0.000   0.000  0.000   \n",
+              "component_4        0.000  0.000     0.000  ...     0.000   0.089  0.000   \n",
+              "component_5        0.000  0.047     0.000  ...     0.001   0.000  0.000   \n",
+              "component_6        0.000  0.000     0.000  ...     0.000   0.001  0.000   \n",
+              "component_7        0.002  0.000     0.082  ...     0.002   0.001  0.000   \n",
+              "component_8        0.000  0.000     0.000  ...     0.000   0.000  0.000   \n",
+              "component_9        0.006  0.000     0.000  ...     0.014   0.000  0.002   \n",
+              "component_10       0.001  0.000     0.000  ...     0.000   0.001  0.000   \n",
+              "\n",
+              "              šarić  štrba  сhina     细拉    阿姆西  震旦与食人魔实机兵种展示  𝘳𝘦𝘢𝘭𝘭𝘺  \n",
+              "component_1   0.000  0.000  0.000  0.004  0.000         0.000   0.001  \n",
+              "component_2   0.004  0.000  0.002  0.001  0.000         0.000   0.001  \n",
+              "component_3   0.000  0.000  0.001  0.000  0.000         0.000   0.000  \n",
+              "component_4   0.000  0.000  0.000  0.001  0.000         0.000   0.000  \n",
+              "component_5   0.000  0.000  0.001  0.000  0.001         0.001   0.000  \n",
+              "component_6   0.000  0.091  0.000  0.001  0.000         0.000   0.000  \n",
+              "component_7   0.001  0.000  0.000  0.003  0.000         0.000   0.003  \n",
+              "component_8   0.000  0.000  0.000  0.000  0.000         0.000   0.000  \n",
+              "component_9   0.005  0.000  0.003  0.002  0.000         0.000   0.002  \n",
+              "component_10  0.000  0.000  0.000  0.003  0.000         0.000   0.004  \n",
+              "\n",
+              "[10 rows x 10963 columns]"
+            ]
+          },
+          "execution_count": 29,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "c2918506"
+      },
+      "source": [
+        "def display_topics(model, feature_names, no_top_words, topic_names=None):\n",
+        "    for ix, topic in enumerate(model.components_):\n",
+        "        if not topic_names or not topic_names[ix]:\n",
+        "            print(\"\\nTopic \", ix)\n",
+        "        else:\n",
+        "            print(\"\\nTopic: '\",topic_names[ix],\"'\")\n",
+        "        print(\", \".join([feature_names[i]\n",
+        "                        for i in topic.argsort()[:-no_top_words - 1:-1]]))"
+      ],
+      "id": "c2918506",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "scrolled": false,
+        "id": "beeb9dd0",
+        "outputId": "79642d01-375b-4120-e2a4-a5273c9d5b85"
+      },
+      "source": [
+        "display_topics(nmf_model, cv1.get_feature_names(), 30)"
+      ],
+      "id": "beeb9dd0",
+      "execution_count": null,
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "\n",
+            "Topic  0\n",
+            "horizon, game, forza, xsx, series, racing, best, world, open, pc, critic, xbox, new, one, mexico, star, experience, fun, entry, time, good, racer, motorsport, made, formula, content, everything, offer, fan, title\n",
+            "\n",
+            "Topic  1\n",
+            "team, player, nba, jvbl, league, year, school, new, contract, organization, system, basketball, may, ncaa, feeder, host, current, per, age, draft, season, deal, one, play, coach, idea, university, number, time, game\n",
+            "\n",
+            "Topic  2\n",
+            "world, game, banjo, character, one, duo, tooie, transformation, first, original, kazooie, mumbo, pad, fight, lot, flight, humba, take, section, better, fps, element, bos, ability, new, switch, moment, fun, different, peak\n",
+            "\n",
+            "Topic  3\n",
+            "tensei, megami, shin, game, nintendo, switch, combat, jrpg, one, series, fan, star, world, atlus, entry, time, trailer, new, gameplay, story, lot, rpg, best, great, worth, franchise, excellent, review, experience, even\n",
+            "\n",
+            "Topic  4\n",
+            "team, pf, pt, nba, ast, stl, blk, pm, com, min, game, fg, stats, ft, pg, sf, sg, reb, fgm, orb, drb, ftm, score, box, location, play, center, jr, total, clock\n",
+            "\n",
+            "Topic  5\n",
+            "party, mario, superstar, game, board, best, nintendo, minigames, new, series, fun, star, nostalgia, time, franchise, look, offer, perfect, selection, content, classic, first, year, feel, switch, super, review, great, back, fan\n",
+            "\n",
+            "Topic  6\n",
+            "game, resident, evil, outcome, player, demo, claim, ethan, information, release, time, village, leak, one, story, true, villain, character, major, chris, leaked, insider, year, seems, see, may, reveal, capcom, false, interesting\n",
+            "\n",
+            "Topic  7\n",
+            "second, dive, brigitte, hero, comp, character, ally, change, ability, counter, range, problem, damage, armor, inspire, pack, repair, team, enemy, health, enough, shield, overwatch, time, effective, meter, idea, something, need, player\n",
+            "\n",
+            "Topic  8\n",
+            "game, season, minute, year, play, basketball, good, time, player, even, ball, point, shot, really, issue, one, last, attempt, playing, best, got, know, shooting, defense, go, right, overwatch, guy, two, people\n",
+            "\n",
+            "Topic  9\n",
+            "game, rule, submission, link, thread, question, review, community, source, discussion, title, please, topic, republic, rider, may, video, crypto, indie, new, try, etc, platform, article, use, example, subreddit, following, specific, allowed\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "e67d4ba9"
+      },
+      "source": [
+        "#df.to_csv('check1.csv')"
+      ],
+      "id": "e67d4ba9",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "89e8e1c4"
+      },
+      "source": [
+        ""
+      ],
+      "id": "89e8e1c4",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "raw",
+      "metadata": {
+        "id": "57f8d1c2"
+      },
+      "source": [
+        ""
+      ],
+      "id": "57f8d1c2"
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "c799c8a2"
+      },
+      "source": [
+        "coherence = []\n",
+        "for k in range(5,25):\n",
+        "    print('Round: '+str(k))\n",
+        "    Lda = gensim.models.ldamodel.LdaModel\n",
+        "    ldamodel = Lda(doc_term_matrix, num_topics=k, \\\n",
+        "               id2word = dict_, passes=40,\\\n",
+        "               iterations=200, chunksize = 10000, eval_every = None)\n",
+        "    \n",
+        "    cm = gensim.models.coherencemodel.CoherenceModel(\\\n",
+        "         model=ldamodel, texts=final_reviews,\\\n",
+        "         dictionary=dict_, coherence='c_v')   \n",
+        "                                                \n",
+        "    coherence.append((k,cm.get_coherence()))"
+      ],
+      "id": "c799c8a2"
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "5074b9d6",
+        "outputId": "36f5cae4-df22-4221-e204-cdb338efd5ba"
+      },
+      "source": [
+        "numberOfTopics=[]\n",
+        "explained_v=[]\n",
+        "for n_topics in range(1,20):\n",
+        "    lsa = TruncatedSVD(n_topics)\n",
+        "    doc_topic = lsa.fit_transform(c)\n",
+        "    lsa.explained_variance_ratio_\n",
+        "    numberOfTopics.append(len(lsa.explained_variance_ratio_))\n",
+        "    explained_v.append(sum(lsa.explained_variance_ratio_))\n",
+        "plt.plot(numberOfTopics,explained_v)\n",
+        "plt.xlabel('number of topics')\n",
+        "plt.ylabel('explained variance ratio')"
+      ],
+      "id": "5074b9d6",
+      "execution_count": null,
+      "outputs": [
+        {
+          "data": {
+            "text/plain": [
+              "Text(0, 0.5, 'explained variance ratio')"
+            ]
+          },
+          "execution_count": 32,
+          "metadata": {},
+          "output_type": "execute_result"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "fea07948"
+      },
+      "source": [
+        " lsa = TruncatedSVD(7)\n",
+        "doc_topic = lsa.fit_transform(c)\n"
+      ],
+      "id": "fea07948",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "43e47eb4",
+        "outputId": "4e52b679-1352-4043-e8af-eb7dba1e2871"
+      },
+      "source": [
+        "display_topics(lsa, cv1.get_feature_names(), 10)"
+      ],
+      "id": "43e47eb4",
+      "execution_count": null,
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "\n",
+            "Topic  0\n",
+            "game, team, player, world, one, nba, new, time, year, horizon\n",
+            "\n",
+            "Topic  1\n",
+            "team, nba, player, jvbl, league, school, pf, pt, year, contract\n",
+            "\n",
+            "Topic  2\n",
+            "world, banjo, character, duo, tooie, transformation, original, mumbo, kazooie, first\n",
+            "\n",
+            "Topic  3\n",
+            "tensei, megami, shin, nintendo, party, switch, combat, jrpg, player, mario\n",
+            "\n",
+            "Topic  4\n",
+            "pf, pt, megami, tensei, shin, ast, stl, blk, pm, com\n",
+            "\n",
+            "Topic  5\n",
+            "party, mario, superstar, board, minigames, nintendo, nostalgia, pf, new, pt\n",
+            "\n",
+            "Topic  6\n",
+            "game, second, dive, rule, overwatch, brigitte, hero, submission, information, shot\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "e5f0d1ac"
+      },
+      "source": [
+        "df['token']=df.post.map(word_tokenize)"
+      ],
+      "id": "e5f0d1ac",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "763a1b10"
+      },
+      "source": [
+        "texts = df['token']\n",
+        "dictionary = Dictionary(texts)\n",
+        "dictionary.filter_extremes( no_below=3 ,no_above=0.85 ,keep_n=5000 )\n",
+        "corpus = [dictionary.doc2bow(text) for text in texts]\n",
+        "topic_nums = list(np.arange(5, 50, 5))"
+      ],
+      "id": "763a1b10",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "849373bc",
+        "outputId": "dd8c74ec-4267-4022-8617-3c225207e163"
+      },
+      "source": [
+        "coherence_scores = []\n",
+        "for num in topic_nums:\n",
+        "    nmf = Nmf(\n",
+        "        corpus=corpus,\n",
+        "        num_topics=num,\n",
+        "        id2word=dictionary,\n",
+        "        chunksize=2000,\n",
+        "        passes=5,\n",
+        "        kappa=.1,\n",
+        "        minimum_probability=0.01,\n",
+        "        w_max_iter=300,\n",
+        "        w_stop_condition=0.0001,\n",
+        "        h_max_iter=100,\n",
+        "        h_stop_condition=0.001,\n",
+        "        eval_every=10,\n",
+        "        normalize=True,\n",
+        "        random_state=42\n",
+        "    )\n",
+        "    \n",
+        "    # Run the coherence model to get the score\n",
+        "    cm = CoherenceModel(\n",
+        "        model=nmf,\n",
+        "        texts=texts,\n",
+        "        dictionary=dictionary,\n",
+        "        coherence='c_v'\n",
+        "    )\n",
+        "    \n",
+        "    coherence_scores.append(round(cm.get_coherence(), 5))\n",
+        "\n",
+        "# plot number of topics Vs coherence_scores\n",
+        "plt.plot(topic_nums,coherence_scores)\n",
+        "plt.xticks(topic_nums);\n",
+        "plt.xlabel('number of topics')\n",
+        "plt.ylabel('coherence score')"
+      ],
+      "id": "849373bc",
+      "execution_count": null,
+      "outputs": [
+        {
+          "ename": "NameError",
+          "evalue": "name 'Nmf' is not defined",
+          "output_type": "error",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-37-37b289abaa71>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mcoherence_scores\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mnum\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtopic_nums\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     nmf = Nmf(\n\u001b[0m\u001b[1;32m      4\u001b[0m         \u001b[0mcorpus\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcorpus\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m         \u001b[0mnum_topics\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnum\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+            "\u001b[0;31mNameError\u001b[0m: name 'Nmf' is not defined"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "8d594519"
+      },
+      "source": [
+        "\n",
+        "coherence_scores"
+      ],
+      "id": "8d594519",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "c00b698c"
+      },
+      "source": [
+        "topic_nums"
+      ],
+      "id": "c00b698c",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "133f9eab"
+      },
+      "source": [
+        "plt.plot(topic_nums,coherence_scores)\n",
+        "plt.xticks(topic_nums);"
+      ],
+      "id": "133f9eab",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "f2d691b8"
+      },
+      "source": [
+        "#topic_word.to_csv('word_weight.csv')"
+      ],
+      "id": "f2d691b8",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "50234f2c",
+        "outputId": "f7b1238e-914a-45a6-8ea4-82f3fd8916df"
+      },
+      "source": [
+        "##ploting word weight for each topic\n",
+        "df1=topic_word.T\n",
+        "names=[]\n",
+        "for i in range(1,11):\n",
+        "    name='topic'+str(i)\n",
+        "    names.append(name)\n",
+        "    \n",
+        "df1.columns=names\n",
+        "df1=df1.iloc[1:]\n",
+        "df1"
+      ],
+      "id": "50234f2c",
+      "execution_count": null,
+      "outputs": [
+        {
+          "data": {
+            "text/html": [
+              "<div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>topic1</th>\n",
+              "      <th>topic2</th>\n",
+              "      <th>topic3</th>\n",
+              "      <th>topic4</th>\n",
+              "      <th>topic5</th>\n",
+              "      <th>topic6</th>\n",
+              "      <th>topic7</th>\n",
+              "      <th>topic8</th>\n",
+              "      <th>topic9</th>\n",
+              "      <th>topic10</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>aaron</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.319</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>aau</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.313</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>ab</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>aba</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.004</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>abandon</th>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>...</th>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>сhina</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>细拉</th>\n",
+              "      <td>0.004</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.003</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>阿姆西</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>震旦与食人魔实机兵种展示</th>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>𝘳𝘦𝘢𝘭𝘭𝘺</th>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.001</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.000</td>\n",
+              "      <td>0.003</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.002</td>\n",
+              "      <td>0.004</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "<p>10962 rows × 10 columns</p>\n",
+              "</div>"
+            ],
+            "text/plain": [
+              "              topic1  topic2  topic3  topic4  topic5  topic6  topic7  topic8  \\\n",
+              "aaron          0.000   0.003   0.000   0.000   0.319   0.000   0.000     0.0   \n",
+              "aau            0.000   0.313   0.000   0.000   0.000   0.000   0.002     0.0   \n",
+              "ab             0.000   0.000   0.000   0.000   0.000   0.000   0.000     0.0   \n",
+              "aba            0.000   0.001   0.000   0.000   0.001   0.000   0.000     0.0   \n",
+              "abandon        0.001   0.000   0.000   0.000   0.000   0.000   0.001     0.0   \n",
+              "...              ...     ...     ...     ...     ...     ...     ...     ...   \n",
+              "сhina          0.000   0.002   0.001   0.000   0.001   0.000   0.000     0.0   \n",
+              "细拉             0.004   0.001   0.000   0.001   0.000   0.001   0.003     0.0   \n",
+              "阿姆西            0.000   0.000   0.000   0.000   0.001   0.000   0.000     0.0   \n",
+              "震旦与食人魔实机兵种展示   0.000   0.000   0.000   0.000   0.001   0.000   0.000     0.0   \n",
+              "𝘳𝘦𝘢𝘭𝘭𝘺         0.001   0.001   0.000   0.000   0.000   0.000   0.003     0.0   \n",
+              "\n",
+              "              topic9  topic10  \n",
+              "aaron          0.003    0.000  \n",
+              "aau            0.000    0.000  \n",
+              "ab             0.002    0.000  \n",
+              "aba            0.004    0.000  \n",
+              "abandon        0.000    0.001  \n",
+              "...              ...      ...  \n",
+              "сhina          0.003    0.000  \n",
+              "细拉             0.002    0.003  \n",
+              "阿姆西            0.000    0.000  \n",
+              "震旦与食人魔实机兵种展示   0.000    0.000  \n",
+              "𝘳𝘦𝘢𝘭𝘭𝘺         0.002    0.004  \n",
+              "\n",
+              "[10962 rows x 10 columns]"
+            ]
+          },
+          "execution_count": 38,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "scrolled": false,
+        "id": "a0eb0a5f",
+        "outputId": "f797c1c2-a101-4181-bd41-e874c9ec3d7d"
+      },
+      "source": [
+        "for col in df1.columns:\n",
+        "    temp=df1.sort_values(by=col,ascending=False).iloc[0:5]\n",
+        "    plt.figure()\n",
+        "    sns.barplot(data=temp,y=temp.index,x=temp[col],palette=\"crest\")\n",
+        "    plt.xticks([])\n",
+        "    plt.xlabel('Word weight ')\n",
+        "    plt.title(col);\n",
+        "    "
+      ],
+      "id": "a0eb0a5f",
+      "execution_count": null,
+      "outputs": [
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYgAAAEFCAYAAAD5bXAgAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAR5klEQVR4nO3de5RdZX3G8e8joHIRvBAvEWEUBCQiUeIFCMpCalGLIoJIqYoUYq3SekN7QaxSlii46MIr2FIUEBAVK+ANrAYCWEggXKJBq0BBFKHIXVCSX/84O/UwvpOZJHNmksn3s1bW2fvsd7/7t2etnOe8+529J1WFJEnDPWqyC5AkrZ4MCElSkwEhSWoyICRJTQaEJKnJgJAkNRkQ0gRJsmuS6ye7DmmsDAhpFEluTLLHqvZTVRdX1TZjPOZhSW5Ick+S+Ulmr+rxpRVlQEirmSQvBo4B9gU2Af4NOCfJOpNamNY6BoS0HElOBTYHzk1yX5L3J3lNkkVJ7krygyTP6Wt/Y5K/T/KjJL9J8u9JHttt2y3JLX1tn5Hka0luT/K/ST7VbRoCFlXVguo96uCLwKbAkyfqvCUwIKTlqqo3Af8D7FVVGwFfB84A3gVMA75JLzwe3bfbgcCfAlsCWwNHDO+3Gw2cB9xELxCeDpzZbf4WsE6SF3ftDgYWAr8a15OTRmFASCtmf+D8qrqgqn4PHAesD+zc1+ZTVXVzVd0JHA0c0OjnRcB04PCqur+qHqyqed22e4GvAvOAh4APAXPKB6dpghkQ0oqZTu9bPwBVtRS4md4IYJmb+5Zv6vYZ7hnATVX1cGPbIfRGDTOARwN/AZyXpNWPNDAGhDS6/m/utwJbLFtJEnof9r/oa/OMvuXNu32GuxnYPMm6jW07AOdW1U+qamlVfRv4JY8cpUgDZ0BIo7sNeFa3/GXg1UlenmQ94L30LgNd2tf+HUk2S/JE4B+Asxp9Xk7vQ/+YJBsmeWySXbptV3THeFZ6/oTeXMZ1439q0sgMCGl0HwWOSHIXsBe9Sz6fBO7o1veqqt/1tf8S8F3g592/fx7eYVUt6fbdit4k+C305jeg91tLZwI/AO4BTgDeVlWLx/m8pOWK817S+ElyI3BIVV042bVIq8oRhCSpyYCQJDV5iUmS1OQIQpLU1Pod7DXWpptuWkNDQ5NdhiStMRYsWHBHVU1rbZtSATE0NMT8+fMnuwxJWmMkuWmkbV5ikiQ1GRCSpCYDQpLUNKXmIG6969d86OufnOwyJGnCfHjvwwbWtyMISVKTASFJajIgJElNBoQkqcmAkCQ1GRCSpCYDQpLUZEBIkpoMCElSkwEhSWoyICRJTQaEJKnJgJAkNa0RAZFktyTnTXYdkrQ2WSMCQpI08cYUEEk2THJ+kquTXJdk/yQ7JpmbZEGS7yR5Wtd2qyQXdm2vTLJleo7t9r02yf5d292S/CDJV5IsTnJ6knTb9uzemwfsM7CfgCSpaax/MGhP4NaqejVAkk2AbwGvrarbuw/8o4GDgdOBY6rqnCSPpRdC+wAzgR2ATYErklzU9f18YAZwK3AJsEuS+cDngd2B/wbOGqmwJHOAOQCbTHvCGE9HkjSasV5iuhbYI8nHkuwKPAN4LnBBkoXAEcBmSR4HPL2qzgGoqger6gFgNnBGVS2pqtuAucALu74vr6pbqmopsBAYArYFbqiqn1ZVAaeNVFhVnVRVs6pq1gYbb7RCJy9JGtmYRhBV9ZMkOwKvAj4KXAAsqqqd+tsl2XiELrKc7h/qW17SV1ONpTZJ0mCMdQ5iOvBAVZ0GHAe8GJiWZKdu+3pJZlTVPcAtSfbu3n9Mkg2Ai4D9k6yTZBrwUuDy5RxyMfDMJFt26wesxLlJklbBWOcgtgeOTbIU+D3wduBh4IRuPmJd4F+ARcCbgBOTfKRrux9wDrATcDW9kcH7q+pXSbZtHayqHuzmFs5Pcgcwj94lLUnSBEnvEv/UMH2rzevQ4w6f7DIkacJ8eO/DVmn/JAuqalZrm/dBSJKaDAhJUpMBIUlqMiAkSU0GhCSpyYCQJDUZEJKkJgNCktRkQEiSmgwISVKTASFJahrrw/rWCNMf/+RVfi6JJKnHEYQkqcmAkCQ1GRCSpCYDQpLUZEBIkpoMCElSkwEhSWoyICRJTVPqRrkbfv0rDvz0sZNdhiSNu9PfcfiEH9MRhCSpyYCQJDUZEJKkJgNCktRkQEiSmgwISVKTASFJajIgJElNBoQkqcmAkCQ1GRCSpCYDQpLUZEBIkpom9GmuSf4JuA/YGLioqi6cyONLksZuUh73XVVHTsZxJUljN/BLTEn+Mcn1SS4EtuneOyXJvklemeTLfW13S3Jut/yKJJcluTLJ2Uk2GnStkqQ/GGhAJNkReCPwfGAf4IXDmlwAvCTJht36/sBZSTYFjgD2qKoXAPOB9wyyVknSIw16BLErcE5VPVBV9wDf6N9YVQ8D3wb2SrIu8GrgP4CXANsBlyRZCLwF2KJ1gCRzksxPMv/B++4f3JlI0lpmIuYgapTtZwHvAO4Erqiqe5MEuKCqDhi186qTgJMAnrT5ZqMdS5I0RoMeQVwEvC7J+kkeB+zVaPMD4AXAofTCAuCHwC5JtgJIskGSrQdcqySpz0ADoqqupPehvxD4KnBxo80S4Dzgld0rVXU7cBBwRpJr6AXGtoOsVZL0SAO/xFRVRwNHj9LmncA7h733n/zxpLYkaYJ4J7UkqcmAkCQ1GRCSpCYDQpLUZEBIkpoMCElSkwEhSWoyICRJTQaEJKnJgJAkNRkQkqQmA0KS1DQpf5N6UJ755Kdy+jsOn+wyJGlKcAQhSWoyICRJTQaEJKnJgJAkNRkQkqQmA0KS1GRASJKaDAhJUtOUulHu+lt/ycs+eNRklyFpDTf3qA9OdgmrBUcQkqQmA0KS1GRASJKaDAhJUpMBIUlqMiAkSU0GhCSpyYCQJDUZEJKkJgNCktRkQEiSmgwISVKTASFJaho1IJIMJbluDO0+kmSPUdq8Jsnfdct7J9mub9tBSaaPpWhJ0uCNywgiyTpVdWRVXbi8dlX1jao6plvdG9iub/NBgAEhSauJsQbEukm+kOSaJF9JskGSG5McmWQesF+SU5LsC5DkVUkWJ5mX5IQk53XvH5TkU0l2Bl4DHJtkYZIPALOA07v19ZPsmGRukgVJvpPkaYP4AUiS2sYaENsAJ1XV84B7gL/u3n+wqmZX1ZnLGiZ5LHAi8Mqqmg1MG95ZVV0KfAM4vKpmVtXHgPnAgVU1E3gY+CSwb1XtCJwMHN0qLMmcJPOTzP/9/feP8XQkSaMZa0DcXFWXdMunAbO75bMabbcFfl5VN3TrZ6xEXdsAzwUuSLIQOALYrNWwqk6qqllVNWu9DTdciUNJklrG+idHa4T11lf2rHw5j+hjUVXtNA59SZJWwlhHEJsnWfZhfQAwbzltFwPPSjLUre8/Qrt7gceNsH49MG3ZMZOsl2TGGGuVJI2DsQbEj4G3JLkGeCLw2ZEaVtVv6c1RfLubwL4NuLvR9Ezg8CRXJdkSOAX4XHdJaR1gX+BjSa4GFgI7j7FWSdI4GPUSU1XdyCN/HXWZoWHtDupb/X5VbZskwKfpTUBTVafQCwK6OY3+fn8GfLVvfSHw0tHqkyQNxqDupD60GwksAjah91tNkqQ1yFgnqVdIVR0PHD+IviVJE8NnMUmSmgwISVKTASFJajIgJElNBoQkqcmAkCQ1GRCSpCYDQpLUZEBIkpoGcif1ZNlm+tOYe9QHJ7sMSZoSHEFIkpoMCElSkwEhSWoyICRJTQaEJKnJgJAkNRkQkqQmA0KS1DSlbpRbdNOtPPdt3ignrS6uO/GoyS5Bq8ARhCSpyYCQJDUZEJKkJgNCktRkQEiSmgwISVKTASFJajIgJElNBoQkqcmAkCQ1GRCSpCYDQpLUZEBIkpoGFhBJhpJcN6j+JUmDtVqOIJJMqceQS9KaaNAfxOsk+TywM/AL4LXAdODTwDTgAeDQqlqc5BTgTuD5wJVJTgU+B2wA/Aw4uKp+M+B6JUmdQY8gng18uqpmAHcBrwdOAg6rqh2B9wGf6Wu/NbBHVb0X+CLwgap6HnAt8KEB1ypJ6jPoEcQNVbWwW14ADNEbTZydZFmbx/S1P7uqliTZBHh8Vc3t3v8CcHbrAEnmAHMA1tto43EtXpLWZoMOiIf6lpcATwHuqqqZI7S/f0UPUFUn0RuVsP606bWi+0uS2iZ6kvoe4IYk+wGkZ4fhjarqbuA3SXbt3noTMHd4O0nS4EzGbzEdCPxlkquBRfQmrlveAhyb5BpgJvCRiSlPkgQDvMRUVTcCz+1bP65v856N9gcNW18IvGQw1UmSRrNa3gchSZp8BoQkqcmAkCQ1GRCSpCYDQpLUZEBIkpoMCElSkwEhSWoyICRJTQaEJKnJgJAkNRkQkqSmKfW3n2dsMZ35Jx412WVI0pTgCEKS1GRASJKaDAhJUpMBIUlqMiAkSU0GhCSpyYCQJDUZEJKkpil1o9yPfnYLM1/3/skuQ5ryFp7z8ckuQRPAEYQkqcmAkCQ1GRCSpCYDQpLUZEBIkpoMCElSkwEhSWoyICRJTQaEJKnJgJAkNRkQkqQmA0KS1GRASJKaDAhJUpMBIUlqGreASPLmJNckuTrJqUm2SPK97r3vJdm8a3dKks8m+X6Snyd5WZKTk/w4ySl9/d2X5BNJruz2nzZetUqSRjcuAZFkBvCPwO5VtQPwt8CngC9W1fOA04ET+nZ5ArA78G7gXOB4YAawfZKZXZsNgSur6gXAXOBDIxx7TpL5SeY//NBvx+N0JEmM3whid+ArVXUHQFXdCewEfKnbfiowu6/9uVVVwLXAbVV1bVUtBRYBQ12bpcBZ3fJpw/b/f1V1UlXNqqpZ6z5m/XE6HUnSeAVEgBqlTf/2h7rXpX3Ly9ZH+jOoo/UvSRpH4xUQ3wPekORJAEmeCFwKvLHbfiAwbyVq27db/vOV2F+StApG+ra+QqpqUZKjgblJlgBXAX8DnJzkcOB24K0r2O39wIwkC4C7gf3Ho1ZJ0tikNxWw+klyX1VttCL7bPCEp9bWu715UCVJ6iw85+OTXYLGSZIFVTWrtc37ICRJTattQKzo6EGSNL5W24CQJE0uA0KS1GRASJKaDAhJUpMBIUlqMiAkSU0GhCSpyYCQJDUZEJKkpnF5WN/qYrstN2O+z4iRpHHhCEKS1GRASJKaDAhJUpMBIUlqWm3/YNDKSHI7cNNk1yFJa5Atqmpaa8OUCghJ0vjxEpMkqcmAkCQ1GRCSpCYDQlNekuOTvKtv/TtJ/rVv/RNJ3rOSfe+W5LxxKLO/z0vH0ObGJJuOUM/O41mP1l4GhNYGlwI7AyR5FLApMKNv+87AJWPpKMk6417dMFW1Kh/wu9Gdq7SqDAitDS7hDx+aM4DrgHuTPCHJY4DnAFcleXmSq5Jcm+Tkbtuyb+tHJpkH7JdkzySLu/V9WgdM8s0kz+uWr0pyZLd8VJJDuuXDk1yR5JokH+7b977u9VFJPpNkUZLzuj737TvMYUmu7OrdNskQ8FfAu5MsTLLreP0AtXYyIDTlVdWtwMNJNqcXFJcB/wXsBMwCrqH3f+EUYP+q2p7egyzf3tfNg1U1G/g68HlgL2BX4KkjHPYiYNckGwMPA7t0788GLk7yCuDZwIuAmcCOSV46rI99gCFge+CQrt5+d1TVC4DPAu+rqhuBzwHHV9XMqrp4lB+NtFwGhNYWy0YRywLisr71S4FtgBuq6idd+y8A/R/YZ3Wv23btflq9m4hOG+F4F3f7zwbOBzZKsgEwVFXXA6/o/l0FXNn1++xhfcwGzq6qpVX1K+D7w7Z/rXtdQC9IpHE1pR73LS3HsnmI7eldYroZeC9wD3AykFH2v79veSx3l15Bb3Tyc+ACevMeh9L7MKc73ker6sTl9DFaTQ91r0vw/7IGwBGE1haXAH8G3FlVS6rqTuDx9C7bXAYsBoaSbNW1fxMwt9HPYuCZSbbs1g9oHayqfkcvhN4A/JDeiOJ93SvAd4CDk2wEkOTpSZ48rJt5wOu7uYin0JuAHs29wOPG0E4alQGhtcW19L7F/3DYe3dX1R1V9SDwVuDsJNcCS+ldz3+Ert0c4Pxuknp5z/66GLitqh7oljfrXqmq7wJfAi7rjvcV/viD/avALfRGPCfSmze5e5TzPBd4nZPUGg8+i0lajSXZqKruS/Ik4HJgl24+Qho4r1tKq7fzkjweeDRwlOGgieQIQpLU5ByEJKnJgJAkNRkQkqQmA0KS1GRASJKa/g8AbVXdVDC2jAAAAABJRU5ErkJggg==\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "image/png": "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\n",
+            "text/plain": [
+              "<Figure size 432x288 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "b784b01c"
+      },
+      "source": [
+        ""
+      ],
+      "id": "b784b01c",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "3cba23ca"
+      },
+      "source": [
+        ""
+      ],
+      "id": "3cba23ca",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "f9e01166"
+      },
+      "source": [
+        ""
+      ],
+      "id": "f9e01166",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "87259e8e"
+      },
+      "source": [
+        ""
+      ],
+      "id": "87259e8e",
+      "execution_count": null,
+      "outputs": []
+    }
+  ]
+}
\ No newline at end of file