From 2cde6349293ba4e5f47fa2a013814d3ed225181d Mon Sep 17 00:00:00 2001
From: Anselm Hahn <Anselm.Hahn@gmail.com>
Date: Tue, 31 Oct 2023 06:32:48 +0100
Subject: [PATCH] feat: Created using Colaboratory (#71)

* feat: Created using Colaboratory

* docs: Update and add links

Add links to Colab Notebook
---
 README.md           |    9 +-
 Tanabe_Sugano.ipynb | 1052 +++++++++++++++++++++++++++++++++++++++++++
 poetry.lock         | 1040 ++++++++++++++++++++++++------------------
 3 files changed, 1667 insertions(+), 434 deletions(-)
 create mode 100644 Tanabe_Sugano.ipynb

diff --git a/README.md b/README.md
index cf9f650..1169736 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,5 @@
-[![Python package](https://github.com/Anselmoo/TanabeSugano/workflows/Python%20package/badge.svg)](https://github.com/Anselmoo/TanabeSugano/actions?query=workflow%3A%22Python+package%22)
+[![Python Package](https://github.com/Anselmoo/TanabeSugano/actions/workflows/python-package.yml/badge.svg)](https://github.com/Anselmoo/TanabeSugano/actions/workflows/python-package.yml)
+[![Poetry](https://img.shields.io/endpoint?url=https://python-poetry.org/badge/v0.json)](https://python-poetry.org/)
 [![CodeFactor](https://www.codefactor.io/repository/github/anselmoo/tanabesugano/badge)](https://www.codefactor.io/repository/github/anselmoo/tanabesugano)
 [![DOI](https://zenodo.org/badge/206847682.svg)](https://zenodo.org/badge/latestdoi/206847682)
 [![GitHub](https://img.shields.io/github/license/Anselmoo/TanabeSugano)](https://github.com/Anselmoo/TanabeSugano/blob/master/LICENSE)
@@ -6,6 +7,8 @@
 [![PyPI](https://img.shields.io/pypi/v/TanabeSugano?logo=Pypi&logoColor=yellow)](https://pypi.org/project/TanabeSugano/)
 [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/TanabeSugano?logo=Python&logoColor=yellow)](https://pypi.org/project/TanabeSugano/)
 [![Downloads](https://static.pepy.tech/badge/tanabesugano)](https://pepy.tech/project/tanabesugano)
+[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Anselmoo/TanabeSugano/blob/feature%2Fcolab/Tanabe_Sugano.ipynb)
+
 
 # TanabeSugano
 A python-based Eigensolver for Tanabe-Sugano- & Energy-Correlation-Diagrams based on the original three proposed studies of *Yukito Tanabe and Satoru Sugano* for d<sup>2</sup>-d<sup>8</sup> transition metal ions:
@@ -88,3 +91,7 @@ The options for the **TanabeSugano**-application are:
 **Reference-Example** for d<sup>6</sup> for *F<sup>2</sup> = 1065 cm<sup>-</sup>* and *F<sup>4</sup> = 5120 cm<sup>-</sup>* as interactive `plotly`-plot:
 
 ![placeholder](https://github.com/Anselmoo/TanabeSugano/blob/master/examples/d6_ts_interactive.gif?raw=true)
+
+## Test the TS-diagrams interactively in Google Colab
+
+[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Anselmoo/TanabeSugano/blob/feature%2Fcolab/Tanabe_Sugano.ipynb)
diff --git a/Tanabe_Sugano.ipynb b/Tanabe_Sugano.ipynb
new file mode 100644
index 0000000..73605b5
--- /dev/null
+++ b/Tanabe_Sugano.ipynb
@@ -0,0 +1,1052 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "toc_visible": true,
+      "authorship_tag": "ABX9TyOWuW1akHVvuTtAHEnAGXEP",
+      "include_colab_link": true
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/Anselmoo/TanabeSugano/blob/feature%2Fcolab/Tanabe_Sugano.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# Tanabe Sugano"
+      ],
+      "metadata": {
+        "id": "DhqxZDpQDrkJ"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "!pip install TanabeSugano"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "t3apglamEr8N",
+        "outputId": "6188d49d-25b8-428c-f7ab-b1095bc61321"
+      },
+      "execution_count": 2,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Collecting TanabeSugano\n",
+            "  Downloading tanabesugano-1.4.1-py3-none-any.whl (16 kB)\n",
+            "Requirement already satisfied: matplotlib<4.0.0,>=3.4.2 in /usr/local/lib/python3.10/dist-packages (from TanabeSugano) (3.7.1)\n",
+            "Requirement already satisfied: numpy<2.0.0,>=1.20.3 in /usr/local/lib/python3.10/dist-packages (from TanabeSugano) (1.23.5)\n",
+            "Requirement already satisfied: pandas<2.0.0,>=1.2.4 in /usr/local/lib/python3.10/dist-packages (from TanabeSugano) (1.5.3)\n",
+            "Collecting prettytable<3.0.0,>=2.1.0 (from TanabeSugano)\n",
+            "  Downloading prettytable-2.5.0-py3-none-any.whl (24 kB)\n",
+            "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib<4.0.0,>=3.4.2->TanabeSugano) (1.1.1)\n",
+            "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib<4.0.0,>=3.4.2->TanabeSugano) (0.12.1)\n",
+            "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib<4.0.0,>=3.4.2->TanabeSugano) (4.43.1)\n",
+            "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib<4.0.0,>=3.4.2->TanabeSugano) (1.4.5)\n",
+            "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib<4.0.0,>=3.4.2->TanabeSugano) (23.2)\n",
+            "Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib<4.0.0,>=3.4.2->TanabeSugano) (9.4.0)\n",
+            "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib<4.0.0,>=3.4.2->TanabeSugano) (3.1.1)\n",
+            "Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib<4.0.0,>=3.4.2->TanabeSugano) (2.8.2)\n",
+            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas<2.0.0,>=1.2.4->TanabeSugano) (2023.3.post1)\n",
+            "Requirement already satisfied: wcwidth in /usr/local/lib/python3.10/dist-packages (from prettytable<3.0.0,>=2.1.0->TanabeSugano) (0.2.8)\n",
+            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib<4.0.0,>=3.4.2->TanabeSugano) (1.16.0)\n",
+            "Installing collected packages: prettytable, TanabeSugano\n",
+            "  Attempting uninstall: prettytable\n",
+            "    Found existing installation: prettytable 3.9.0\n",
+            "    Uninstalling prettytable-3.9.0:\n",
+            "      Successfully uninstalled prettytable-3.9.0\n",
+            "Successfully installed TanabeSugano-1.4.1 prettytable-2.5.0\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "from tanabesugano.cmd import CMDmain\n",
+        "import plotly.express as px\n",
+        "import pandas as pd"
+      ],
+      "metadata": {
+        "id": "7ePe7UcqEz-1"
+      },
+      "execution_count": 9,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "def interactive_plot(df: pd.DataFrame, B: float) -> None:\n",
+        "    \"\"\"Interactive plot for the tanabe-sugano-diagram.\"\"\"\n",
+        "    if px is None:\n",
+        "        raise ImportError(\n",
+        "            \"Plotly is not installed. Please install plotly \"\n",
+        "            \"with 'pip install tanabesugano[plotly]'!\"\n",
+        "        )\n",
+        "\n",
+        "    _col = df.drop([\"Energy\", \"delta_B\", \"10Dq\"], axis=1).columns\n",
+        "    _font = dict(family=\"Avant Garde, sans-serif\", size=12, color=\"grey\")\n",
+        "    _template = \"plotly_white\"\n",
+        "    _size = dict(\n",
+        "        autosize=False,\n",
+        "        width=800,\n",
+        "        height=800,\n",
+        "    )\n",
+        "    color_discrete_sequence = [\n",
+        "        px.colors.qualitative.Light24[int(i[0]) - 1] for i in _col\n",
+        "    ]\n",
+        "\n",
+        "    _df = df.copy()\n",
+        "\n",
+        "    fig_1 = px.line(\n",
+        "        _df,\n",
+        "        x=\"10Dq\",\n",
+        "        y=_col,\n",
+        "        title=\"Energy-Correlation-Diagram\",\n",
+        "        labels={\n",
+        "            \"variable\": \"State\",\n",
+        "            \"value\": \"Energy (cm-1)\",\n",
+        "            \"10Dq\": \"10Dq (cm-1)\",\n",
+        "        },\n",
+        "        color_discrete_sequence=color_discrete_sequence,\n",
+        "    )\n",
+        "    fig_1.update_layout(\n",
+        "        xaxis_title=\"10Dq (cm-1)\",\n",
+        "        yaxis_title=\"dd-states (cm-1)\",\n",
+        "        legend_title=\"State\",\n",
+        "        template=_template,\n",
+        "        font=_font,\n",
+        "        **_size,\n",
+        "    )\n",
+        "\n",
+        "    # Apply / self.B to every column except for _col\n",
+        "    _df[_col] = _df[_col].div(B, axis=0)\n",
+        "\n",
+        "    # Plot the tanabe-sugano-diagram\n",
+        "    fig_2 = px.line(\n",
+        "        _df,\n",
+        "        x=\"delta_B\",\n",
+        "        y=_col,\n",
+        "        title=\"Tanabe-Sugano-Diagram\",\n",
+        "        labels={\n",
+        "            \"variable\": \"State\",\n",
+        "            \"value\": \" E / B\",\n",
+        "            \"delta_B\": \"Δ / B\",\n",
+        "        },\n",
+        "        color_discrete_sequence=color_discrete_sequence,\n",
+        "    )\n",
+        "    fig_2.update_layout(\n",
+        "        xaxis_title=\"Δ / B\",\n",
+        "        yaxis_title=\"E / B\",\n",
+        "        legend_title=\"State\",\n",
+        "        template=_template,\n",
+        "        font=_font,\n",
+        "        **_size,\n",
+        "    )\n",
+        "    return fig_1, fig_2"
+      ],
+      "metadata": {
+        "id": "bzxSD_upGosy"
+      },
+      "execution_count": 10,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## d2\n",
+        "---"
+      ],
+      "metadata": {
+        "id": "oODgaLNoDvfM"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "cmd = CMDmain(d_count=2)\n",
+        "cmd.calculation()\n",
+        "fig_1, fig_2 = interactive_plot(cmd.df, cmd.B)\n",
+        "fig_1.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 817
+        },
+        "id": "xqIS1rQtF9bI",
+        "outputId": "9b1a91a6-b17c-432d-e25d-db4e259f06de"
+      },
+      "execution_count": 12,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<html>\n",
+              "<head><meta charset=\"utf-8\" /></head>\n",
+              "<body>\n",
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+              "            observer.disconnect();\n",
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+              "}});\n",
+              "\n",
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+              "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",
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+              "</body>\n",
+              "</html>"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## d3\n",
+        "---"
+      ],
+      "metadata": {
+        "id": "XZp0aNw3Dxr0"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "cmd = CMDmain(d_count=3)\n",
+        "cmd.calculation()\n",
+        "fig_1, fig_2 = interactive_plot(cmd.df, cmd.B)\n",
+        "fig_1.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 817
+        },
+        "id": "G3xqnkgeHknc",
+        "outputId": "7b67611f-2b78-49f5-ad9e-22acad5447dc"
+      },
+      "execution_count": 14,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
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+              "<head><meta charset=\"utf-8\" /></head>\n",
+              "<body>\n",
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+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
+              "        }}\n",
+              "}});\n",
+              "\n",
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+              "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",
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+              "\n",
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+              "</body>\n",
+              "</html>"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## d4\n",
+        "---"
+      ],
+      "metadata": {
+        "id": "No0lyopFD0ol"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "cmd = CMDmain(d_count=4)\n",
+        "cmd.calculation()\n",
+        "fig_1, fig_2 = interactive_plot(cmd.df, cmd.B)\n",
+        "fig_1.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 817
+        },
+        "id": "VPrG6yiyHtlu",
+        "outputId": "e05d6084-428d-4b25-f7a2-2846d3826d16"
+      },
+      "execution_count": 16,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
+              "<html>\n",
+              "<head><meta charset=\"utf-8\" /></head>\n",
+              "<body>\n",
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+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
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+              "</body>\n",
+              "</html>"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## d5\n",
+        "---"
+      ],
+      "metadata": {
+        "id": "d198DCumD1nS"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "cmd = CMDmain(d_count=5)\n",
+        "cmd.calculation()\n",
+        "fig_1, fig_2 = interactive_plot(cmd.df, cmd.B)\n",
+        "fig_1.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 817
+        },
+        "id": "QllKvsI5HuqJ",
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+              "            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",
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+              "\n",
+              "                        })                };                            </script>        </div>\n",
+              "</body>\n",
+              "</html>"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## d6\n",
+        "---"
+      ],
+      "metadata": {
+        "id": "FaYA8FH3D2sX"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "cmd = CMDmain(d_count=6)\n",
+        "cmd.calculation()\n",
+        "fig_1, fig_2 = interactive_plot(cmd.df, cmd.B)\n",
+        "fig_1.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 817
+        },
+        "id": "oMnPNm7MHvgg",
+        "outputId": "60955317-f647-4a8c-fa81-d3842af7d33d"
+      },
+      "execution_count": 20,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
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+              "<head><meta charset=\"utf-8\" /></head>\n",
+              "<body>\n",
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+              "            Plotly.purge(gd);\n",
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+              "</body>\n",
+              "</html>"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## d7\n",
+        "---"
+      ],
+      "metadata": {
+        "id": "x4YIt-iND-Al"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "cmd = CMDmain(d_count=7)\n",
+        "cmd.calculation()\n",
+        "fig_1, fig_2 = interactive_plot(cmd.df, cmd.B)\n",
+        "fig_1.show()"
+      ],
+      "metadata": {
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+        "outputId": "94e692d2-8e95-4605-fe54-afb9e0a8aa2c"
+      },
+      "execution_count": 22,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
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+              "            Plotly.purge(gd);\n",
+              "            observer.disconnect();\n",
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+              "}});\n",
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+              "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",
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+              "</body>\n",
+              "</html>"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## d8\n",
+        "---"
+      ],
+      "metadata": {
+        "id": "rmGNjmwgEAGQ"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "cmd = CMDmain(d_count=8)\n",
+        "cmd.calculation()\n",
+        "fig_1, fig_2 = interactive_plot(cmd.df, cmd.B)\n",
+        "fig_1.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 817
+        },
+        "id": "bsuP2Fb-HxC9",
+        "outputId": "0e3f311f-9efd-43d9-cf2f-b2f1712c8f66"
+      },
+      "execution_count": 24,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/html": [
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+              "<head><meta charset=\"utf-8\" /></head>\n",
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+              "                            \n",
+              "var gd = document.getElementById('577fe8c7-952a-43a7-9be2-0571febb93e0');\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",
+              "                        })                };                            </script>        </div>\n",
+              "</body>\n",
+              "</html>"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 96b5f2e..8daf40c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,36 +2,29 @@
 
 [[package]]
 name = "black"
-version = "23.3.0"
+version = "23.10.1"
 description = "The uncompromising code formatter."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "black-23.10.1.tar.gz", hash = "sha256:1f8ce316753428ff68749c65a5f7844631aa18c8679dfd3ca9dc1a289979c258"},
 ]
 
 [package.dependencies]
@@ -41,7 +34,7 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -51,13 +44,13 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "click"
-version = "8.1.3"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -216,24 +265,28 @@ toml = ["tomli"]
 
 [[package]]
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+version = "0.12.1"
 description = "Composable style cycles"
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-python-versions = ">=3.6"
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 ]
 
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
 [[package]]
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 description = "Backport of PEP 654 (exception groups)"
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 python-versions = ">=3.7"
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 ]
 
 [package.extras]
@@ -241,29 +294,69 @@ test = ["pytest (>=6)"]
 
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+version = "6.1.0"
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 python-versions = ">=3.8.1"
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@@ -282,13 +375,13 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "importlib-metadata"
-version = "6.7.0"
+version = "6.8.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -297,25 +390,25 @@ zipp = ">=0.5"
 [package.extras]
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 perf = ["ipython"]
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+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "importlib-resources"
-version = "5.12.0"
+version = "6.1.0"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [package.dependencies]
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 [package.extras]
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+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -347,90 +440,126 @@ requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
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 linkify = ["linkify-it-py (>=1,<3)"]
 plugins = ["mdit-py-plugins"]
 profiling = ["gprof2dot"]
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+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
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 [package.dependencies]
@@ -502,11 +637,12 @@ cycler = ">=0.10"
 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
 kiwisolver = ">=1.0.1"
-numpy = ">=1.20"
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 packaging = ">=20.0"
 pillow = ">=6.2.0"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
+setuptools_scm = ">=7"
 
 [[package]]
 name = "mccabe"
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 [package.extras]
@@ -736,28 +872,28 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "3.5.1"
+version = "3.11.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
 [[package]]
 name = "plotly"
-version = "5.15.0"
+version = "5.18.0"
 description = "An open-source, interactive data visualization library for Python"
 optional = true
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -766,13 +902,13 @@ tenacity = ">=6.2.0"
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -809,35 +945,35 @@ tests = ["pytest", "pytest-cov", "pytest-lazy-fixture"]
 
 [[package]]
 name = "pycodestyle"
-version = "2.10.0"
+version = "2.11.1"
 description = "Python style guide checker"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "pyflakes"
-version = "3.0.1"
+version = "3.1.0"
 description = "passive checker of Python programs"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "pygments"
-version = "2.15.1"
+version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
 ]
 
 [package.extras]
@@ -845,13 +981,13 @@ plugins = ["importlib-metadata"]
 
 [[package]]
 name = "pyparsing"
-version = "3.0.9"
+version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.6.8"
 files = [
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+    {file = "pyparsing-3.1.1-py3-none-any.whl", hash = "sha256:32c7c0b711493c72ff18a981d24f28aaf9c1fb7ed5e9667c9e84e3db623bdbfb"},
+    {file = "pyparsing-3.1.1.tar.gz", hash = "sha256:ede28a1a32462f5a9705e07aea48001a08f7cf81a021585011deba701581a0db"},
 ]
 
 [package.extras]
@@ -859,13 +995,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "7.3.1"
+version = "7.4.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "pytest-7.3.1.tar.gz", hash = "sha256:434afafd78b1d78ed0addf160ad2b77a30d35d4bdf8af234fe621919d9ed15e3"},
+    {file = "pytest-7.4.3-py3-none-any.whl", hash = "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac"},
+    {file = "pytest-7.4.3.tar.gz", hash = "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"},
 ]
 
 [package.dependencies]
@@ -877,7 +1013,7 @@ pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-clarity"
@@ -943,34 +1079,72 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2023.3"
+version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2023.3-py2.py3-none-any.whl", hash = "sha256:a151b3abb88eda1d4e34a9814df37de2a80e301e68ba0fd856fb9b46bfbbbffb"},
-    {file = "pytz-2023.3.tar.gz", hash = "sha256:1d8ce29db189191fb55338ee6d0387d82ab59f3d00eac103412d64e0ebd0c588"},
+    {file = "pytz-2023.3.post1-py2.py3-none-any.whl", hash = "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"},
+    {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
 ]
 
 [[package]]
 name = "rich"
-version = "13.3.5"
+version = "13.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "rich-13.3.5-py3-none-any.whl", hash = "sha256:69cdf53799e63f38b95b9bf9c875f8c90e78dd62b2f00c13a911c7a3b9fa4704"},
-    {file = "rich-13.3.5.tar.gz", hash = "sha256:2d11b9b8dd03868f09b4fffadc84a6a8cda574e40dc90821bd845720ebb8e89c"},
+    {file = "rich-13.6.0-py3-none-any.whl", hash = "sha256:2b38e2fe9ca72c9a00170a1a2d20c63c790d0e10ef1fe35eba76e1e7b1d7d245"},
+    {file = "rich-13.6.0.tar.gz", hash = "sha256:5c14d22737e6d5084ef4771b62d5d4363165b403455a30a1c8ca39dc7b644bef"},
 ]
 
 [package.dependencies]
-markdown-it-py = ">=2.2.0,<3.0.0"
+markdown-it-py = ">=2.2.0"
 pygments = ">=2.13.0,<3.0.0"
 typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.9\""}
 
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "setuptools"
+version = "68.2.2"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-68.2.2-py3-none-any.whl", hash = "sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a"},
+    {file = "setuptools-68.2.2.tar.gz", hash = "sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
+[[package]]
+name = "setuptools-scm"
+version = "8.0.4"
+description = "the blessed package to manage your versions by scm tags"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-scm-8.0.4.tar.gz", hash = "sha256:b5f43ff6800669595193fd09891564ee9d1d7dcb196cab4b2506d53a2e1c95c7"},
+    {file = "setuptools_scm-8.0.4-py3-none-any.whl", hash = "sha256:b47844cd2a84b83b3187a5782c71128c28b4c94cad8bfb871da2784a5cb54c4f"},
+]
+
+[package.dependencies]
+packaging = ">=20"
+setuptools = "*"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
+typing-extensions = "*"
+
+[package.extras]
+docs = ["entangled-cli[rich]", "mkdocs", "mkdocs-entangled-plugin", "mkdocs-material", "mkdocstrings[python]", "pygments"]
+rich = ["rich"]
+test = ["build", "pytest", "rich", "wheel"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -984,13 +1158,13 @@ files = [
 
 [[package]]
 name = "tenacity"
-version = "8.2.2"
+version = "8.2.3"
 description = "Retry code until it succeeds"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "tenacity-8.2.2-py3-none-any.whl", hash = "sha256:2f277afb21b851637e8f52e6a613ff08734c347dc19ade928e519d7d2d8569b0"},
-    {file = "tenacity-8.2.2.tar.gz", hash = "sha256:43af037822bd0029025877f3b2d97cc4d7bb0c2991000a3d59d71517c5c969e0"},
+    {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
+    {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
 ]
 
 [package.extras]
@@ -1009,13 +1183,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.5.0"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.5.0-py3-none-any.whl", hash = "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"},
-    {file = "typing_extensions-4.5.0.tar.gz", hash = "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb"},
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
@@ -1031,29 +1205,29 @@ files = [
 
 [[package]]
 name = "wcwidth"
-version = "0.2.6"
+version = "0.2.9"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
-    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
+    {file = "wcwidth-0.2.9-py2.py3-none-any.whl", hash = "sha256:9a929bd8380f6cd9571a968a9c8f4353ca58d7cd812a4822bba831f8d685b223"},
+    {file = "wcwidth-0.2.9.tar.gz", hash = "sha256:a675d1a4a2d24ef67096a04b85b02deeecd8e226f57b5e3a72dbb9ed99d27da8"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.15.0"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
 plotly = ["plotly"]