Snippets_BigQuery.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/islamicity/VirtualOffice/blob/master/Snippets_BigQuery.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "KcAZ2RHCg_Ze"
      },
      "source": [
        "# Using BigQuery with Pandas API\n",
        "\n",
        "\n",
        "1.   Use the [Cloud Resource Manager](https://console.cloud.google.com/cloud-resource-manager) to Create a Cloud Platform project if you do not already have one.\n",
        "2.   [Enable billing](https://support.google.com/cloud/answer/6293499#enable-billing) for the project.\n",
        "3.   [Enable BigQuery](https://console.cloud.google.com/flows/enableapi?apiid=bigquery) APIs for the project.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "XHUPlLRgNBgS"
      },
      "outputs": [],
      "source": [
        "from google.colab import auth\n",
        "auth.authenticate_user()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 867
        },
        "id": "nFF9Wz1CAyVI",
        "outputId": "830b8c18-b6bb-4efb-aee1-001d0d329f6e"
      },
      "outputs": [
        {
          "output_type": "error",
          "ename": "GenericGBQException",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mBadRequest\u001b[0m                                Traceback (most recent call last)",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pandas_gbq/gbq.py\u001b[0m in \u001b[0;36mrun_query\u001b[0;34m(self, query, max_results, progress_bar_type, **kwargs)\u001b[0m\n\u001b[1;32m    469\u001b[0m                 \u001b[0mlocation\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlocation\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 470\u001b[0;31m                 \u001b[0mproject\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproject_id\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    471\u001b[0m             )\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/google/cloud/bigquery/client.py\u001b[0m in \u001b[0;36mquery\u001b[0;34m(self, query, job_config, job_id, job_id_prefix, location, project, retry)\u001b[0m\n\u001b[1;32m   2074\u001b[0m         \u001b[0mquery_job\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mjob\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mQueryJob\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjob_ref\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mquery\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclient\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mjob_config\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mjob_config\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2075\u001b[0;31m         \u001b[0mquery_job\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_begin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mretry\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mretry\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2076\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/google/cloud/bigquery/job.py\u001b[0m in \u001b[0;36m_begin\u001b[0;34m(self, client, retry)\u001b[0m\n\u001b[1;32m   2936\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2937\u001b[0;31m             \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mQueryJob\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_begin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mclient\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mclient\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mretry\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mretry\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2938\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mexceptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGoogleCloudError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/google/cloud/bigquery/job.py\u001b[0m in \u001b[0;36m_begin\u001b[0;34m(self, client, retry)\u001b[0m\n\u001b[1;32m    617\u001b[0m         api_response = client._call_api(\n\u001b[0;32m--> 618\u001b[0;31m             \u001b[0mretry\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"POST\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_api_repr\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[0m\u001b[1;32m    619\u001b[0m         )\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/google/cloud/bigquery/client.py\u001b[0m in \u001b[0;36m_call_api\u001b[0;34m(self, retry, **kwargs)\u001b[0m\n\u001b[1;32m    475\u001b[0m             \u001b[0mcall\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mretry\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcall\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 476\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mcall\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[0m\u001b[1;32m    477\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/google/api_core/retry.py\u001b[0m in \u001b[0;36mretry_wrapped_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    290\u001b[0m                 \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_deadline\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 291\u001b[0;31m                 \u001b[0mon_error\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mon_error\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    292\u001b[0m             )\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/google/api_core/retry.py\u001b[0m in \u001b[0;36mretry_target\u001b[0;34m(target, predicate, sleep_generator, deadline, on_error)\u001b[0m\n\u001b[1;32m    188\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 189\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mtarget\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[0m\u001b[1;32m    190\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/google/cloud/_http.py\u001b[0m in \u001b[0;36mapi_request\u001b[0;34m(self, method, path, query_params, data, content_type, headers, api_base_url, api_version, expect_json, _target_object)\u001b[0m\n\u001b[1;32m    392\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;36m200\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstatus_code\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m300\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 393\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mexceptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_http_response\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    394\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mBadRequest\u001b[0m: 400 POST https://bigquery.googleapis.com/bigquery/v2/projects/container-registry-116515/jobs: ProjectId and DatasetId must be non-empty\n\n(job ID: 7e7a5483-13e5-49aa-b47e-039efd1eb75c)\n\n        -----Query Job SQL Follows-----        \n\n    |    .    |    .    |    .    |    .    |\n   1:\n   2:  SELECT \n   3:    COUNT(*) as total\n   4:  FROM `bigquery-public-data.samples.gsod`\n    |    .    |    .    |    .    |    .    |",
            "\nDuring handling of the above exception, another exception occurred:\n",
            "\u001b[0;31mGenericGBQException\u001b[0m                       Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-2-fac7ca2a781e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      9\u001b[0m     \u001b[0mCOUNT\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mtotal\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m   \u001b[0mFROM\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m`\u001b[0m\u001b[0mbigquery\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mpublic\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msamples\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgsod\u001b[0m\u001b[0;31m`\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m ''', project_id=project_id).total[0]\n\u001b[0m\u001b[1;32m     12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     13\u001b[0m df = pd.io.gbq.read_gbq(f'''\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pandas/io/gbq.py\u001b[0m in \u001b[0;36mread_gbq\u001b[0;34m(query, project_id, index_col, col_order, reauth, auth_local_webserver, dialect, location, configuration, credentials, use_bqstorage_api, max_results, progress_bar_type)\u001b[0m\n\u001b[1;32m    192\u001b[0m         \u001b[0mconfiguration\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconfiguration\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    193\u001b[0m         \u001b[0mcredentials\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcredentials\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 194\u001b[0;31m         \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    195\u001b[0m     )\n\u001b[1;32m    196\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pandas_gbq/gbq.py\u001b[0m in \u001b[0;36mread_gbq\u001b[0;34m(query, project_id, index_col, col_order, reauth, auth_local_webserver, dialect, location, configuration, credentials, use_bqstorage_api, max_results, verbose, private_key, progress_bar_type)\u001b[0m\n\u001b[1;32m    965\u001b[0m         \u001b[0mconfiguration\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconfiguration\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    966\u001b[0m         \u001b[0mmax_results\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmax_results\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 967\u001b[0;31m         \u001b[0mprogress_bar_type\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mprogress_bar_type\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    968\u001b[0m     )\n\u001b[1;32m    969\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pandas_gbq/gbq.py\u001b[0m in \u001b[0;36mrun_query\u001b[0;34m(self, query, max_results, progress_bar_type, **kwargs)\u001b[0m\n\u001b[1;32m    482\u001b[0m                 )\n\u001b[1;32m    483\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhttp_error\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 484\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprocess_http_error\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    485\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    486\u001b[0m         \u001b[0mjob_id\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mquery_reply\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjob_id\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pandas_gbq/gbq.py\u001b[0m in \u001b[0;36mprocess_http_error\u001b[0;34m(ex)\u001b[0m\n\u001b[1;32m    431\u001b[0m         \u001b[0;31m# <https://cloud.google.com/bigquery/troubleshooting-errors>`__\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    432\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 433\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mGenericGBQException\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Reason: {0}\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mex\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[0m\u001b[1;32m    434\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    435\u001b[0m     def run_query(\n",
            "\u001b[0;31mGenericGBQException\u001b[0m: Reason: 400 POST https://bigquery.googleapis.com/bigquery/v2/projects/container-registry-116515/jobs: ProjectId and DatasetId must be non-empty\n\n(job ID: 7e7a5483-13e5-49aa-b47e-039efd1eb75c)\n\n        -----Query Job SQL Follows-----        \n\n    |    .    |    .    |    .    |    .    |\n   1:\n   2:  SELECT \n   3:    COUNT(*) as total\n   4:  FROM `bigquery-public-data.samples.gsod`\n    |    .    |    .    |    .    |    .    |"
          ]
        }
      ],
      "source": [
        "import pandas as pd\n",
        "\n",
        "# https://cloud.google.com/resource-manager/docs/creating-managing-projects\n",
        "project_id = 'container-registry-116515'\n",
        "sample_count = 2000\n",
        "\n",
        "row_count = pd.io.gbq.read_gbq('''\n",
        "  SELECT \n",
        "    COUNT(*) as total\n",
        "  FROM `bigquery-public-data.samples.gsod`\n",
        "''', project_id=project_id).total[0]\n",
        "\n",
        "df = pd.io.gbq.read_gbq(f'''\n",
        "  SELECT\n",
        "    *\n",
        "  FROM\n",
        "    `bigquery-public-data.samples.gsod`\n",
        "  WHERE RAND() < {sample_count}/{row_count}\n",
        "''', project_id=project_id)\n",
        "\n",
        "print(f'Full dataset has {row_count} rows')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "Q5UVxPB_IK7Y"
      },
      "outputs": [],
      "source": [
        "df.describe()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "rPPz4GqHCLOO"
      },
      "source": [
        "## More info\n",
        "\n",
        "- The [GSOD sample table](https://console.cloud.google.com/bigquery?p=bigquery-public-data&d=samples&t=gsod&page=table) contains weather information collected by NOAA, such as precipitation amounts and wind speeds from late 1929 to early 2010.\n",
        "- [Pandas GBQ Documentation](https://pandas.pydata.org/pandas-docs/stable/generated/pandas.read_gbq.html)\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HeZN5bOEl2iI"
      },
      "source": [
        "# Using BigQuery with Cloud API\n",
        "\n",
        "\n",
        "1.   Use the [Cloud Resource Manager](https://console.cloud.google.com/cloud-resource-manager) to Create a Cloud Platform project if you do not already have one.\n",
        "2.   [Enable billing](https://support.google.com/cloud/answer/6293499#enable-billing) for the project.\n",
        "3.   [Enable BigQuery](https://console.cloud.google.com/flows/enableapi?apiid=bigquery) APIs for the project.\n",
        "\n",
        "[BigQuery Documentation](https://googlecloudplatform.github.io/google-cloud-python/latest/bigquery/usage.html)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "id": "jl97S3vfNHdz"
      },
      "outputs": [],
      "source": [
        "from google.colab import auth\n",
        "auth.authenticate_user()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "c_ch12UEi8Jz",
        "outputId": "9ee82175-831c-471b-a37f-70bcc7e8c840"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "covid\n",
            "covidISLAMICITY\n",
            "covidJKT\n",
            "warehouse_ecommerce\n"
          ]
        }
      ],
      "source": [
        "from google.cloud import bigquery\n",
        "\n",
        "# https://cloud.google.com/resource-manager/docs/creating-managing-projects\n",
        "project_id = 'container-registry-16515'\n",
        "client = bigquery.Client(project=project_id)\n",
        "\n",
        "for dataset in client.list_datasets():\n",
        "  print(dataset.dataset_id)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "rn_R__1dTl7M"
      },
      "source": [
        "# Pandas: display dataframes as interactive tables\n",
        "\n",
        "The `google.colab.data_table` package provides an interactive display of tabular data within colab. It can be enabled by loading the extension:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "id": "nsWup88uT95R"
      },
      "outputs": [],
      "source": [
        "%load_ext google.colab.data_table"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QANChPOuT_xz"
      },
      "source": [
        "With this enabled, dataframes are shown as rich, interactive tables:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1067
        },
        "id": "KUBOqxRTUH2p",
        "outputId": "527e53b6-bc32-4e25-f4e2-e2a25e52bd9b"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                          Name  Miles_per_Gallon  Cylinders  Displacement  \\\n",
              "0    chevrolet chevelle malibu              18.0          8         307.0   \n",
              "1            buick skylark 320              15.0          8         350.0   \n",
              "2           plymouth satellite              18.0          8         318.0   \n",
              "3                amc rebel sst              16.0          8         304.0   \n",
              "4                  ford torino              17.0          8         302.0   \n",
              "..                         ...               ...        ...           ...   \n",
              "401            ford mustang gl              27.0          4         140.0   \n",
              "402                  vw pickup              44.0          4          97.0   \n",
              "403              dodge rampage              32.0          4         135.0   \n",
              "404                ford ranger              28.0          4         120.0   \n",
              "405                 chevy s-10              31.0          4         119.0   \n",
              "\n",
              "     Horsepower  Weight_in_lbs  Acceleration       Year  Origin  \n",
              "0         130.0           3504          12.0 1970-01-01     USA  \n",
              "1         165.0           3693          11.5 1970-01-01     USA  \n",
              "2         150.0           3436          11.0 1970-01-01     USA  \n",
              "3         150.0           3433          12.0 1970-01-01     USA  \n",
              "4         140.0           3449          10.5 1970-01-01     USA  \n",
              "..          ...            ...           ...        ...     ...  \n",
              "401        86.0           2790          15.6 1982-01-01     USA  \n",
              "402        52.0           2130          24.6 1982-01-01  Europe  \n",
              "403        84.0           2295          11.6 1982-01-01     USA  \n",
              "404        79.0           2625          18.6 1982-01-01     USA  \n",
              "405        82.0           2720          19.4 1982-01-01     USA  \n",
              "\n",
              "[406 rows x 9 columns]"
            ],
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              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
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              "      <th></th>\n",
              "      <th>Name</th>\n",
              "      <th>Miles_per_Gallon</th>\n",
              "      <th>Cylinders</th>\n",
              "      <th>Displacement</th>\n",
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              "      <td>chevrolet chevelle malibu</td>\n",
              "      <td>18.0</td>\n",
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              "      <td>130.0</td>\n",
              "      <td>3504</td>\n",
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              "      <td>USA</td>\n",
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              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>buick skylark 320</td>\n",
              "      <td>15.0</td>\n",
              "      <td>8</td>\n",
              "      <td>350.0</td>\n",
              "      <td>165.0</td>\n",
              "      <td>3693</td>\n",
              "      <td>11.5</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</td>\n",
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              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>plymouth satellite</td>\n",
              "      <td>18.0</td>\n",
              "      <td>8</td>\n",
              "      <td>318.0</td>\n",
              "      <td>150.0</td>\n",
              "      <td>3436</td>\n",
              "      <td>11.0</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</td>\n",
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              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>amc rebel sst</td>\n",
              "      <td>16.0</td>\n",
              "      <td>8</td>\n",
              "      <td>304.0</td>\n",
              "      <td>150.0</td>\n",
              "      <td>3433</td>\n",
              "      <td>12.0</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</td>\n",
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              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>ford torino</td>\n",
              "      <td>17.0</td>\n",
              "      <td>8</td>\n",
              "      <td>302.0</td>\n",
              "      <td>140.0</td>\n",
              "      <td>3449</td>\n",
              "      <td>10.5</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>401</th>\n",
              "      <td>ford mustang gl</td>\n",
              "      <td>27.0</td>\n",
              "      <td>4</td>\n",
              "      <td>140.0</td>\n",
              "      <td>86.0</td>\n",
              "      <td>2790</td>\n",
              "      <td>15.6</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>402</th>\n",
              "      <td>vw pickup</td>\n",
              "      <td>44.0</td>\n",
              "      <td>4</td>\n",
              "      <td>97.0</td>\n",
              "      <td>52.0</td>\n",
              "      <td>2130</td>\n",
              "      <td>24.6</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>Europe</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>403</th>\n",
              "      <td>dodge rampage</td>\n",
              "      <td>32.0</td>\n",
              "      <td>4</td>\n",
              "      <td>135.0</td>\n",
              "      <td>84.0</td>\n",
              "      <td>2295</td>\n",
              "      <td>11.6</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>404</th>\n",
              "      <td>ford ranger</td>\n",
              "      <td>28.0</td>\n",
              "      <td>4</td>\n",
              "      <td>120.0</td>\n",
              "      <td>79.0</td>\n",
              "      <td>2625</td>\n",
              "      <td>18.6</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>405</th>\n",
              "      <td>chevy s-10</td>\n",
              "      <td>31.0</td>\n",
              "      <td>4</td>\n",
              "      <td>119.0</td>\n",
              "      <td>82.0</td>\n",
              "      <td>2720</td>\n",
              "      <td>19.4</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>406 rows × 9 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-0b123706-4abc-4121-aabd-708912ae8dc5')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
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              "    [theme=dark] .colab-df-convert {\n",
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              "          const element = document.querySelector('#df-0b123706-4abc-4121-aabd-708912ae8dc5');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
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            "application/vnd.google.colaboratory.module+javascript": "\n      import \"https://ssl.gstatic.com/colaboratory/data_table/a8bd4d5e58f96183/data_table.js\";\n\n      window.createDataTable({\n        data: [[{\n            'v': 0,\n            'f': \"0\",\n        },\n\"chevrolet chevelle malibu\",\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 307.0,\n            'f': \"307.0\",\n        },\n{\n            'v': 130.0,\n            'f': \"130.0\",\n        },\n{\n            'v': 3504,\n            'f': \"3504\",\n        },\n{\n            'v': 12.0,\n            'f': \"12.0\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 1,\n            'f': \"1\",\n        },\n\"buick skylark 320\",\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 350.0,\n            'f': \"350.0\",\n        },\n{\n            'v': 165.0,\n            'f': \"165.0\",\n        },\n{\n            'v': 3693,\n            'f': \"3693\",\n        },\n{\n            'v': 11.5,\n            'f': \"11.5\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 2,\n            'f': \"2\",\n        },\n\"plymouth satellite\",\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 150.0,\n            'f': \"150.0\",\n        },\n{\n            'v': 3436,\n            'f': \"3436\",\n        },\n{\n            'v': 11.0,\n            'f': \"11.0\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 3,\n            'f': \"3\",\n        },\n\"amc rebel sst\",\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 304.0,\n            'f': \"304.0\",\n        },\n{\n            'v': 150.0,\n            'f': \"150.0\",\n        },\n{\n            'v': 3433,\n            'f': \"3433\",\n        },\n{\n            'v': 12.0,\n            'f': \"12.0\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 4,\n            'f': \"4\",\n        },\n\"ford torino\",\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 302.0,\n            'f': \"302.0\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 3449,\n            'f': \"3449\",\n        },\n{\n            'v': 10.5,\n            'f': \"10.5\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 5,\n            'f': \"5\",\n        },\n\"ford galaxie 500\",\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 429.0,\n            'f': \"429.0\",\n        },\n{\n            'v': 198.0,\n            'f': \"198.0\",\n        },\n{\n            'v': 4341,\n            'f': \"4341\",\n        },\n{\n            'v': 10.0,\n            'f': \"10.0\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 6,\n            'f': \"6\",\n        },\n\"chevrolet impala\",\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 454.0,\n            'f': \"454.0\",\n        },\n{\n            'v': 220.0,\n            'f': \"220.0\",\n        },\n{\n            'v': 4354,\n            'f': \"4354\",\n        },\n{\n            'v': 9.0,\n            'f': \"9.0\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 7,\n            'f': \"7\",\n        },\n\"plymouth fury iii\",\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 440.0,\n            'f': \"440.0\",\n        },\n{\n            'v': 215.0,\n            'f': \"215.0\",\n        },\n{\n            'v': 4312,\n            'f': \"4312\",\n        },\n{\n            'v': 8.5,\n            'f': \"8.5\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 8,\n            'f': \"8\",\n        },\n\"pontiac catalina\",\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 455.0,\n            'f': \"455.0\",\n        },\n{\n            'v': 225.0,\n            'f': \"225.0\",\n        },\n{\n            'v': 4425,\n            'f': \"4425\",\n        },\n{\n            'v': 10.0,\n            'f': \"10.0\",\n        },\n\"1970-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 9,\n            'f': \"9\",\n        },\n\"amc 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'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 2130,\n            'f': \"2130\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1970-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 25,\n            'f': \"25\",\n        },\n\"volkswagen 1131 deluxe sedan\",\n{\n            'v': 26.0,\n            'f': \"26.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 46.0,\n            'f': \"46.0\",\n        },\n{\n            'v': 1835,\n            'f': \"1835\",\n        },\n{\n            'v': 20.5,\n            'f': \"20.5\",\n        },\n\"1970-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 26,\n            'f': \"26\",\n        },\n\"peugeot 504\",\n{\n            'v': 25.0,\n  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},\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 3439,\n            'f': \"3439\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 42,\n            'f': \"42\",\n        },\n\"chevrolet chevelle malibu\",\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 3329,\n            'f': \"3329\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 43,\n            'f': \"43\",\n        },\n\"ford torino 500\",\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 3302,\n            'f': \"3302\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 44,\n            'f': \"44\",\n        },\n\"amc matador\",\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 232.0,\n            'f': \"232.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 3288,\n            'f': \"3288\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 45,\n            'f': \"45\",\n        },\n\"chevrolet impala\",\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n{\n            'v': 8,\n   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   'f': \"14.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 351.0,\n            'f': \"351.0\",\n        },\n{\n            'v': 153.0,\n            'f': \"153.0\",\n        },\n{\n            'v': 4154,\n            'f': \"4154\",\n        },\n{\n            'v': 13.5,\n            'f': \"13.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 48,\n            'f': \"48\",\n        },\n\"plymouth fury iii\",\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 150.0,\n            'f': \"150.0\",\n        },\n{\n            'v': 4096,\n            'f': \"4096\",\n        },\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 49,\n            'f': \"49\",\n        },\n\"dodge 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  'v': 51,\n            'f': \"51\",\n        },\n\"pontiac safari (sw)\",\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 400.0,\n            'f': \"400.0\",\n        },\n{\n            'v': 175.0,\n            'f': \"175.0\",\n        },\n{\n            'v': 5140,\n            'f': \"5140\",\n        },\n{\n            'v': 12.0,\n            'f': \"12.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 52,\n            'f': \"52\",\n        },\n\"amc hornet sportabout (sw)\",\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 258.0,\n            'f': \"258.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 2962,\n            'f': \"2962\",\n        },\n{\n            'v': 13.5,\n            'f': \"13.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 53,\n            'f': \"53\",\n        },\n\"chevrolet vega (sw)\",\n{\n            'v': 22.0,\n            'f': \"22.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 72.0,\n            'f': \"72.0\",\n        },\n{\n            'v': 2408,\n            'f': \"2408\",\n        },\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 54,\n            'f': \"54\",\n        },\n\"pontiac firebird\",\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 3282,\n            'f': \"3282\",\n        },\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 55,\n            'f': \"55\",\n        },\n\"ford mustang\",\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 3139,\n            'f': \"3139\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 56,\n            'f': \"56\",\n        },\n\"mercury capri 2000\",\n{\n            'v': 23.0,\n            'f': \"23.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 122.0,\n            'f': \"122.0\",\n        },\n{\n            'v': 86.0,\n            'f': \"86.0\",\n        },\n{\n            'v': 2220,\n            'f': \"2220\",\n        },\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 57,\n            'f': \"57\",\n        },\n\"opel 1900\",\n{\n            'v': 28.0,\n            'f': \"28.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 116.0,\n            'f': \"116.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 2123,\n            'f': \"2123\",\n        },\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 58,\n            'f': \"58\",\n        },\n\"peugeot 304\",\n{\n            'v': 30.0,\n            'f': \"30.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 79.0,\n            'f': \"79.0\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 2074,\n            'f': \"2074\",\n        },\n{\n            'v': 19.5,\n            'f': \"19.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 59,\n            'f': \"59\",\n        },\n\"fiat 124b\",\n{\n            'v': 30.0,\n            'f': \"30.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 76.0,\n            'f': \"76.0\",\n        },\n{\n            'v': 2065,\n            'f': \"2065\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 60,\n            'f': \"60\",\n        },\n\"toyota corolla 1200\",\n{\n            'v': 31.0,\n            'f': \"31.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 71.0,\n            'f': \"71.0\",\n        },\n{\n            'v': 65.0,\n            'f': \"65.0\",\n        },\n{\n            'v': 1773,\n            'f': \"1773\",\n        },\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 61,\n            'f': \"61\",\n        },\n\"datsun 1200\",\n{\n            'v': 35.0,\n            'f': \"35.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 72.0,\n            'f': \"72.0\",\n        },\n{\n            'v': 69.0,\n            'f': \"69.0\",\n        },\n{\n            'v': 1613,\n            'f': \"1613\",\n        },\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 62,\n            'f': \"62\",\n        },\n\"volkswagen model 111\",\n{\n            'v': 27.0,\n            'f': \"27.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 60.0,\n            'f': \"60.0\",\n        },\n{\n            'v': 1834,\n            'f': \"1834\",\n        },\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n\"1971-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 63,\n            'f': \"63\",\n        },\n\"plymouth cricket\",\n{\n            'v': 26.0,\n            'f': \"26.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 1955,\n            'f': \"1955\",\n        },\n{\n            'v': 20.5,\n            'f': \"20.5\",\n        },\n\"1971-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 64,\n            'f': \"64\",\n        },\n\"toyota corona hardtop\",\n{\n            'v': 24.0,\n            'f': \"24.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n  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},\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 54.0,\n            'f': \"54.0\",\n        },\n{\n            'v': 2254,\n            'f': \"2254\",\n        },\n{\n            'v': 23.5,\n            'f': \"23.5\",\n        },\n\"1972-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 67,\n            'f': \"67\",\n        },\n\"chevrolet vega\",\n{\n            'v': 20.0,\n            'f': \"20.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 2408,\n            'f': \"2408\",\n        },\n{\n            'v': 19.5,\n            'f': \"19.5\",\n        },\n\"1972-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 68,\n            'f': \"68\",\n        },\n\"ford pinto runabout\",\n{\n            'v': 21.0,\n            'f': \"21.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 122.0,\n            'f': \"122.0\",\n        },\n{\n            'v': 86.0,\n            'f': \"86.0\",\n        },\n{\n            'v': 2226,\n            'f': \"2226\",\n        },\n{\n            'v': 16.5,\n            'f': \"16.5\",\n        },\n\"1972-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 69,\n            'f': \"69\",\n        },\n\"chevrolet impala\",\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 350.0,\n            'f': \"350.0\",\n        },\n{\n            'v': 165.0,\n            'f': \"165.0\",\n        },\n{\n            'v': 4274,\n            'f': \"4274\",\n        },\n{\n            'v': 12.0,\n            'f': \"12.0\",\n        },\n\"1972-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 70,\n            'f': \"70\",\n   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           'v': 72,\n            'f': \"72\",\n        },\n\"ford galaxie 500\",\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 351.0,\n            'f': \"351.0\",\n        },\n{\n            'v': 153.0,\n            'f': \"153.0\",\n        },\n{\n            'v': 4129,\n            'f': \"4129\",\n        },\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n\"1972-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 73,\n            'f': \"73\",\n        },\n\"amc ambassador sst\",\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 304.0,\n            'f': \"304.0\",\n        },\n{\n            'v': 150.0,\n            'f': \"150.0\",\n        },\n{\n            'v': 3672,\n            'f': \"3672\",\n        },\n{\n            'v': 11.5,\n            'f': \"11.5\",\n    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        'v': 13.5,\n            'f': \"13.5\",\n        },\n\"1972-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 76,\n            'f': \"76\",\n        },\n\"oldsmobile delta 88 royale\",\n{\n            'v': 12.0,\n            'f': \"12.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 350.0,\n            'f': \"350.0\",\n        },\n{\n            'v': 160.0,\n            'f': \"160.0\",\n        },\n{\n            'v': 4456,\n            'f': \"4456\",\n        },\n{\n            'v': 13.5,\n            'f': \"13.5\",\n        },\n\"1972-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 77,\n            'f': \"77\",\n        },\n\"chrysler newport royal\",\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 400.0,\n            'f': \"400.0\",\n        },\n{\n            'v': 190.0,\n            'f': \"190.0\",\n        },\n{\n            'v': 4422,\n            'f': \"4422\",\n        },\n{\n            'v': 12.5,\n            'f': \"12.5\",\n        },\n\"1972-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 78,\n            'f': \"78\",\n        },\n\"mazda rx2 coupe\",\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n{\n            'v': 3,\n            'f': \"3\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 2330,\n            'f': \"2330\",\n        },\n{\n            'v': 13.5,\n            'f': \"13.5\",\n        },\n\"1972-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 79,\n            'f': \"79\",\n        },\n\"amc matador (sw)\",\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 304.0,\n            'f': \"304.0\",\n        },\n{\n            'v': 150.0,\n    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'f': \"21.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 87.0,\n            'f': \"87.0\",\n        },\n{\n            'v': 2979,\n            'f': \"2979\",\n        },\n{\n            'v': 19.5,\n            'f': \"19.5\",\n        },\n\"1972-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 86,\n            'f': \"86\",\n        },\n\"renault 12 (sw)\",\n{\n            'v': 26.0,\n            'f': \"26.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 96.0,\n            'f': \"96.0\",\n        },\n{\n            'v': 69.0,\n            'f': \"69.0\",\n        },\n{\n            'v': 2189,\n            'f': \"2189\",\n        },\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n\"1972-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 87,\n            'f': \"87\",\n        },\n\"ford pinto 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180.0,\n            'f': \"180.0\",\n        },\n{\n            'v': 4499,\n            'f': \"4499\",\n        },\n{\n            'v': 12.5,\n            'f': \"12.5\",\n        },\n\"1973-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 114,\n            'f': \"114\",\n        },\n\"amc gremlin\",\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 232.0,\n            'f': \"232.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 2789,\n            'f': \"2789\",\n        },\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n\"1973-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 115,\n            'f': \"115\",\n        },\n\"toyota carina\",\n{\n            'v': 20.0,\n            'f': \"20.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': 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'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 122.0,\n            'f': \"122.0\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 2310,\n            'f': \"2310\",\n        },\n{\n            'v': 18.5,\n            'f': \"18.5\",\n        },\n\"1973-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 120,\n            'f': \"120\",\n        },\n\"mercury capri v6\",\n{\n            'v': 21.0,\n            'f': \"21.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 155.0,\n            'f': \"155.0\",\n        },\n{\n            'v': 107.0,\n            'f': \"107.0\",\n        },\n{\n            'v': 2472,\n            'f': \"2472\",\n        },\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n\"1973-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 121,\n            'f': \"121\",\n        },\n\"fiat 124 sport coupe\",\n{\n            'v': 26.0,\n            'f': \"26.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 2265,\n            'f': \"2265\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1973-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 122,\n            'f': \"122\",\n        },\n\"chevrolet monte carlo s\",\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 350.0,\n            'f': \"350.0\",\n        },\n{\n            'v': 145.0,\n            'f': \"145.0\",\n        },\n{\n            'v': 4082,\n            'f': \"4082\",\n        },\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n\"1973-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 123,\n            'f': 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'v': 79.0,\n            'f': \"79.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 1950,\n            'f': \"1950\",\n        },\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n\"1974-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 137,\n            'f': \"137\",\n        },\n\"ford pinto\",\n{\n            'v': 26.0,\n            'f': \"26.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 122.0,\n            'f': \"122.0\",\n        },\n{\n            'v': 80.0,\n            'f': \"80.0\",\n        },\n{\n            'v': 2451,\n            'f': \"2451\",\n        },\n{\n            'v': 16.5,\n            'f': \"16.5\",\n        },\n\"1974-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 138,\n            'f': \"138\",\n        },\n\"toyota corolla 1200\",\n{\n            'v': 32.0,\n            'f': \"32.0\",\n        },\n{\n            'v': 4,\n      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'v': 4257,\n            'f': \"4257\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1974-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 148,\n            'f': \"148\",\n        },\n\"audi fox\",\n{\n            'v': 29.0,\n            'f': \"29.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 83.0,\n            'f': \"83.0\",\n        },\n{\n            'v': 2219,\n            'f': \"2219\",\n        },\n{\n            'v': 16.5,\n            'f': \"16.5\",\n        },\n\"1974-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 149,\n            'f': \"149\",\n        },\n\"volkswagen dasher\",\n{\n            'v': 26.0,\n            'f': \"26.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 79.0,\n            'f': \"79.0\",\n        },\n{\n            'v': 67.0,\n            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14.0,\n            'f': \"14.0\",\n        },\n\"1975-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 165,\n            'f': \"165\",\n        },\n\"plymouth grand fury\",\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 150.0,\n            'f': \"150.0\",\n        },\n{\n            'v': 4498,\n            'f': \"4498\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1975-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 166,\n            'f': \"166\",\n        },\n\"ford ltd\",\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 351.0,\n            'f': \"351.0\",\n        },\n{\n            'v': 148.0,\n            'f': \"148.0\",\n        },\n{\n            'v': 4657,\n            'f': \"4657\",\n        },\n{\n            'v': 13.5,\n            'f': \"13.5\",\n        },\n\"1975-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 167,\n            'f': \"167\",\n        },\n\"buick century\",\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 231.0,\n            'f': \"231.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 3907,\n            'f': \"3907\",\n        },\n{\n            'v': 21.0,\n            'f': \"21.0\",\n        },\n\"1975-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 168,\n            'f': \"168\",\n        },\n\"chevroelt chevelle malibu\",\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 105.0,\n            'f': 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180,\n            'f': \"180\",\n        },\n\"datsun 710\",\n{\n            'v': 24.0,\n            'f': \"24.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 119.0,\n            'f': \"119.0\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 2545,\n            'f': \"2545\",\n        },\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n\"1975-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 181,\n            'f': \"181\",\n        },\n\"ford pinto\",\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 171.0,\n            'f': \"171.0\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 2984,\n            'f': \"2984\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1975-01-01 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101.0,\n            'f': \"101.0\",\n        },\n{\n            'v': 83.0,\n            'f': \"83.0\",\n        },\n{\n            'v': 2202,\n            'f': \"2202\",\n        },\n{\n            'v': 15.3,\n            'f': \"15.3\",\n        },\n\"1976-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 194,\n            'f': \"194\",\n        },\n\"chevrolet chevelle malibu classic\",\n{\n            'v': 17.5,\n            'f': \"17.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 305.0,\n            'f': \"305.0\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 4215,\n            'f': \"4215\",\n        },\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 195,\n            'f': \"195\",\n        },\n\"dodge coronet brougham\",\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n{\n 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14.5,\n            'f': \"14.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 351.0,\n            'f': \"351.0\",\n        },\n{\n            'v': 152.0,\n            'f': \"152.0\",\n        },\n{\n            'v': 4215,\n            'f': \"4215\",\n        },\n{\n            'v': 12.8,\n            'f': \"12.8\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 198,\n            'f': \"198\",\n        },\n\"plymouth valiant\",\n{\n            'v': 22.0,\n            'f': \"22.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 225.0,\n            'f': \"225.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 3233,\n            'f': \"3233\",\n        },\n{\n            'v': 15.4,\n            'f': \"15.4\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 199,\n            'f': \"199\",\n        },\n\"chevrolet nova\",\n{\n            'v': 22.0,\n            'f': \"22.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 3353,\n            'f': \"3353\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 200,\n            'f': \"200\",\n        },\n\"ford maverick\",\n{\n            'v': 24.0,\n            'f': \"24.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 200.0,\n            'f': \"200.0\",\n        },\n{\n            'v': 81.0,\n            'f': \"81.0\",\n        },\n{\n            'v': 3012,\n            'f': \"3012\",\n        },\n{\n            'v': 17.6,\n            'f': \"17.6\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n      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},\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 203,\n            'f': \"203\",\n        },\n\"chevrolet woody\",\n{\n            'v': 24.5,\n            'f': \"24.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 60.0,\n            'f': \"60.0\",\n        },\n{\n            'v': 2164,\n            'f': \"2164\",\n        },\n{\n            'v': 22.1,\n            'f': \"22.1\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 204,\n            'f': \"204\",\n        },\n\"vw rabbit\",\n{\n            'v': 29.0,\n            'f': \"29.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 1937,\n            'f': \"1937\",\n        },\n{\n            'v': 14.2,\n            'f': \"14.2\",\n        },\n\"1976-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 205,\n            'f': \"205\",\n        },\n\"honda civic\",\n{\n            'v': 33.0,\n            'f': \"33.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 53.0,\n            'f': \"53.0\",\n        },\n{\n            'v': 1795,\n            'f': \"1795\",\n        },\n{\n            'v': 17.4,\n            'f': \"17.4\",\n        },\n\"1976-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 206,\n            'f': \"206\",\n        },\n\"dodge aspen se\",\n{\n            'v': 20.0,\n            'f': \"20.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 225.0,\n            'f': \"225.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 3651,\n            'f': \"3651\",\n        },\n{\n            'v': 17.7,\n            'f': \"17.7\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 207,\n            'f': \"207\",\n        },\n\"ford granada ghia\",\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 78.0,\n            'f': \"78.0\",\n        },\n{\n            'v': 3574,\n            'f': \"3574\",\n        },\n{\n            'v': 21.0,\n            'f': \"21.0\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 208,\n            'f': \"208\",\n        },\n\"pontiac ventura sj\",\n{\n            'v': 18.5,\n            'f': \"18.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 110.0,\n            'f': 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'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 75.0,\n            'f': \"75.0\",\n        },\n{\n            'v': 2155,\n            'f': \"2155\",\n        },\n{\n            'v': 16.4,\n            'f': \"16.4\",\n        },\n\"1976-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 213,\n            'f': \"213\",\n        },\n\"ford pinto\",\n{\n            'v': 26.5,\n            'f': \"26.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 72.0,\n            'f': \"72.0\",\n        },\n{\n            'v': 2565,\n            'f': \"2565\",\n        },\n{\n            'v': 13.6,\n            'f': \"13.6\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 214,\n            'f': \"214\",\n        },\n\"volvo 245\",\n{\n            'v': 20.0,\n            'f': \"20.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 130.0,\n            'f': \"130.0\",\n        },\n{\n            'v': 102.0,\n            'f': \"102.0\",\n        },\n{\n            'v': 3150,\n            'f': \"3150\",\n        },\n{\n            'v': 15.7,\n            'f': \"15.7\",\n        },\n\"1976-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 215,\n            'f': \"215\",\n        },\n\"plymouth volare premier v8\",\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 150.0,\n            'f': \"150.0\",\n        },\n{\n            'v': 3940,\n            'f': \"3940\",\n        },\n{\n            'v': 13.2,\n            'f': \"13.2\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 216,\n            'f': \"216\",\n        },\n\"peugeot 504\",\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 3270,\n            'f': \"3270\",\n        },\n{\n            'v': 21.9,\n            'f': \"21.9\",\n        },\n\"1976-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 217,\n            'f': \"217\",\n        },\n\"toyota mark ii\",\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 156.0,\n            'f': \"156.0\",\n        },\n{\n            'v': 108.0,\n            'f': \"108.0\",\n        },\n{\n            'v': 2930,\n            'f': \"2930\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1976-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 218,\n            'f': \"218\",\n        },\n\"mercedes-benz 280s\",\n{\n            'v': 16.5,\n            'f': \"16.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 168.0,\n            'f': \"168.0\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 3820,\n            'f': \"3820\",\n        },\n{\n            'v': 16.7,\n            'f': \"16.7\",\n        },\n\"1976-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 219,\n            'f': \"219\",\n        },\n\"cadillac seville\",\n{\n            'v': 16.5,\n            'f': \"16.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 350.0,\n            'f': \"350.0\",\n        },\n{\n            'v': 180.0,\n            'f': \"180.0\",\n        },\n{\n            'v': 4380,\n            'f': \"4380\",\n        },\n{\n            'v': 12.1,\n            'f': \"12.1\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n 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},\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 222,\n            'f': \"222\",\n        },\n\"dodge d100\",\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 150.0,\n            'f': \"150.0\",\n        },\n{\n            'v': 3755,\n            'f': \"3755\",\n        },\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n\"1976-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 223,\n            'f': \"223\",\n        },\n\"honda Accelerationord cvcc\",\n{\n            'v': 31.5,\n            'f': \"31.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 68.0,\n            'f': \"68.0\",\n        },\n{\n            'v': 2045,\n            'f': \"2045\",\n        },\n{\n       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1825,\n            'f': \"1825\",\n        },\n{\n            'v': 18.6,\n            'f': \"18.6\",\n        },\n\"1977-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 226,\n            'f': \"226\",\n        },\n\"plymouth arrow gs\",\n{\n            'v': 25.5,\n            'f': \"25.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 122.0,\n            'f': \"122.0\",\n        },\n{\n            'v': 96.0,\n            'f': \"96.0\",\n        },\n{\n            'v': 2300,\n            'f': \"2300\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 227,\n            'f': \"227\",\n        },\n\"datsun f-10 hatchback\",\n{\n            'v': 33.5,\n            'f': \"33.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 70.0,\n    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260.0,\n            'f': \"260.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 4060,\n            'f': \"4060\",\n        },\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 230,\n            'f': \"230\",\n        },\n\"dodge monaco brougham\",\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 145.0,\n            'f': \"145.0\",\n        },\n{\n            'v': 4140,\n            'f': \"4140\",\n        },\n{\n            'v': 13.7,\n            'f': \"13.7\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 231,\n            'f': \"231\",\n        },\n\"mercury cougar brougham\",\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 302.0,\n            'f': \"302.0\",\n        },\n{\n            'v': 130.0,\n            'f': \"130.0\",\n        },\n{\n            'v': 4295,\n            'f': \"4295\",\n        },\n{\n            'v': 14.9,\n            'f': \"14.9\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 232,\n            'f': \"232\",\n        },\n\"chevrolet concours\",\n{\n            'v': 17.5,\n            'f': \"17.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 3520,\n            'f': \"3520\",\n        },\n{\n            'v': 16.4,\n            'f': \"16.4\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 233,\n            'f': \"233\",\n        },\n\"buick skylark\",\n{\n            'v': 20.5,\n            'f': \"20.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 231.0,\n            'f': \"231.0\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 3425,\n            'f': \"3425\",\n        },\n{\n            'v': 16.9,\n            'f': \"16.9\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 234,\n            'f': \"234\",\n        },\n\"plymouth volare custom\",\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 225.0,\n            'f': \"225.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 3630,\n            'f': \"3630\",\n        },\n{\n            'v': 17.7,\n            'f': \"17.7\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 235,\n            'f': \"235\",\n        },\n\"ford granada\",\n{\n            'v': 18.5,\n            'f': \"18.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 250.0,\n            'f': \"250.0\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 3525,\n            'f': \"3525\",\n        },\n{\n            'v': 19.0,\n            'f': \"19.0\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 236,\n            'f': \"236\",\n        },\n\"pontiac grand prix lj\",\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 400.0,\n            'f': \"400.0\",\n        },\n{\n            'v': 180.0,\n            'f': \"180.0\",\n        },\n{\n            'v': 4220,\n            'f': \"4220\",\n        },\n{\n            'v': 11.1,\n            'f': \"11.1\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 237,\n            'f': \"237\",\n        },\n\"chevrolet monte carlo landau\",\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 350.0,\n            'f': \"350.0\",\n        },\n{\n            'v': 170.0,\n            'f': \"170.0\",\n        },\n{\n            'v': 4165,\n            'f': \"4165\",\n        },\n{\n            'v': 11.4,\n            'f': \"11.4\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 238,\n            'f': \"238\",\n        },\n\"chrysler cordoba\",\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 400.0,\n            'f': \"400.0\",\n        },\n{\n            'v': 190.0,\n            'f': \"190.0\",\n        },\n{\n            'v': 4325,\n            'f': \"4325\",\n        },\n{\n            'v': 12.2,\n            'f': \"12.2\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 239,\n            'f': \"239\",\n        },\n\"ford thunderbird\",\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 351.0,\n            'f': \"351.0\",\n        },\n{\n            'v': 149.0,\n            'f': \"149.0\",\n        },\n{\n            'v': 4335,\n            'f': \"4335\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 240,\n            'f': \"240\",\n        },\n\"volkswagen rabbit custom\",\n{\n            'v': 29.0,\n            'f': \"29.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 78.0,\n            'f': \"78.0\",\n        },\n{\n            'v': 1940,\n            'f': \"1940\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1977-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 241,\n            'f': \"241\",\n        },\n\"pontiac sunbird coupe\",\n{\n            'v': 24.5,\n            'f': \"24.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 2740,\n            'f': \"2740\",\n        },\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 242,\n            'f': \"242\",\n        },\n\"toyota corolla liftback\",\n{\n            'v': 26.0,\n            'f': \"26.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 75.0,\n            'f': \"75.0\",\n        },\n{\n            'v': 2265,\n            'f': \"2265\",\n        },\n{\n            'v': 18.2,\n            'f': \"18.2\",\n        },\n\"1977-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 243,\n            'f': \"243\",\n        },\n\"ford mustang ii 2+2\",\n{\n            'v': 25.5,\n            'f': \"25.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 89.0,\n            'f': \"89.0\",\n        },\n{\n            'v': 2755,\n            'f': \"2755\",\n        },\n{\n            'v': 15.8,\n            'f': \"15.8\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 244,\n            'f': \"244\",\n        },\n\"chevrolet chevette\",\n{\n            'v': 30.5,\n            'f': \"30.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 63.0,\n            'f': \"63.0\",\n        },\n{\n            'v': 2051,\n            'f': \"2051\",\n        },\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 245,\n            'f': \"245\",\n        },\n\"dodge colt m/m\",\n{\n            'v': 33.5,\n            'f': \"33.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 83.0,\n            'f': \"83.0\",\n        },\n{\n            'v': 2075,\n            'f': \"2075\",\n        },\n{\n            'v': 15.9,\n            'f': \"15.9\",\n        },\n\"1977-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 246,\n            'f': \"246\",\n        },\n\"subaru dl\",\n{\n            'v': 30.0,\n            'f': \"30.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 1985,\n            'f': \"1985\",\n        },\n{\n            'v': 16.4,\n            'f': \"16.4\",\n        },\n\"1977-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 247,\n            'f': \"247\",\n        },\n\"volkswagen dasher\",\n{\n            'v': 30.5,\n            'f': \"30.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 78.0,\n            'f': \"78.0\",\n        },\n{\n            'v': 2190,\n            'f': \"2190\",\n        },\n{\n            'v': 14.1,\n            'f': \"14.1\",\n        },\n\"1977-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 248,\n            'f': \"248\",\n        },\n\"datsun 810\",\n{\n            'v': 22.0,\n            'f': \"22.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 146.0,\n            'f': \"146.0\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 2815,\n            'f': \"2815\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1977-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 249,\n            'f': \"249\",\n        },\n\"bmw 320i\",\n{\n            'v': 21.5,\n            'f': \"21.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 121.0,\n            'f': \"121.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 2600,\n            'f': \"2600\",\n        },\n{\n            'v': 12.8,\n            'f': \"12.8\",\n        },\n\"1977-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 250,\n            'f': \"250\",\n        },\n\"mazda rx-4\",\n{\n            'v': 21.5,\n            'f': \"21.5\",\n        },\n{\n            'v': 3,\n            'f': \"3\",\n        },\n{\n            'v': 80.0,\n            'f': \"80.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 2720,\n            'f': \"2720\",\n        },\n{\n            'v': 13.5,\n            'f': \"13.5\",\n        },\n\"1977-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 251,\n            'f': \"251\",\n        },\n\"volkswagen rabbit custom diesel\",\n{\n            'v': 43.1,\n            'f': \"43.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 48.0,\n            'f': \"48.0\",\n        },\n{\n            'v': 1985,\n            'f': \"1985\",\n        },\n{\n            'v': 21.5,\n            'f': \"21.5\",\n        },\n\"1978-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 252,\n            'f': \"252\",\n        },\n\"ford fiesta\",\n{\n            'v': 36.1,\n            'f': \"36.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 66.0,\n            'f': \"66.0\",\n        },\n{\n            'v': 1800,\n            'f': \"1800\",\n        },\n{\n            'v': 14.4,\n            'f': \"14.4\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 253,\n            'f': \"253\",\n        },\n\"mazda glc deluxe\",\n{\n            'v': 32.8,\n            'f': \"32.8\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 78.0,\n            'f': \"78.0\",\n        },\n{\n            'v': 52.0,\n            'f': \"52.0\",\n        },\n{\n            'v': 1985,\n            'f': \"1985\",\n        },\n{\n            'v': 19.4,\n            'f': \"19.4\",\n        },\n\"1978-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 254,\n            'f': \"254\",\n        },\n\"datsun b210 gx\",\n{\n            'v': 39.4,\n            'f': \"39.4\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 2070,\n            'f': \"2070\",\n        },\n{\n            'v': 18.6,\n            'f': \"18.6\",\n        },\n\"1978-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 255,\n            'f': \"255\",\n        },\n\"honda civic cvcc\",\n{\n            'v': 36.1,\n            'f': \"36.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 60.0,\n            'f': \"60.0\",\n        },\n{\n            'v': 1800,\n            'f': \"1800\",\n        },\n{\n            'v': 16.4,\n            'f': \"16.4\",\n        },\n\"1978-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 256,\n            'f': \"256\",\n        },\n\"oldsmobile cutlass salon brougham\",\n{\n            'v': 19.9,\n            'f': \"19.9\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 260.0,\n            'f': \"260.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 3365,\n            'f': \"3365\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 257,\n            'f': \"257\",\n        },\n\"dodge diplomat\",\n{\n            'v': 19.4,\n            'f': \"19.4\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 3735,\n            'f': \"3735\",\n        },\n{\n            'v': 13.2,\n            'f': \"13.2\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 258,\n            'f': \"258\",\n        },\n\"mercury monarch ghia\",\n{\n            'v': 20.2,\n            'f': \"20.2\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 302.0,\n            'f': \"302.0\",\n        },\n{\n            'v': 139.0,\n            'f': \"139.0\",\n        },\n{\n            'v': 3570,\n            'f': \"3570\",\n        },\n{\n            'v': 12.8,\n            'f': \"12.8\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 259,\n            'f': \"259\",\n        },\n\"pontiac phoenix lj\",\n{\n            'v': 19.2,\n            'f': \"19.2\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 231.0,\n            'f': \"231.0\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 3535,\n            'f': \"3535\",\n        },\n{\n            'v': 19.2,\n            'f': \"19.2\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 260,\n            'f': \"260\",\n        },\n\"chevrolet malibu\",\n{\n            'v': 20.5,\n            'f': \"20.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 200.0,\n            'f': \"200.0\",\n        },\n{\n            'v': 95.0,\n            'f': \"95.0\",\n        },\n{\n            'v': 3155,\n            'f': \"3155\",\n        },\n{\n            'v': 18.2,\n            'f': \"18.2\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 261,\n            'f': \"261\",\n        },\n\"ford fairmont (auto)\",\n{\n            'v': 20.2,\n            'f': \"20.2\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 200.0,\n            'f': \"200.0\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 2965,\n            'f': \"2965\",\n        },\n{\n            'v': 15.8,\n            'f': \"15.8\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 262,\n            'f': \"262\",\n        },\n\"ford fairmont (man)\",\n{\n            'v': 25.1,\n            'f': \"25.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 2720,\n            'f': \"2720\",\n        },\n{\n            'v': 15.4,\n            'f': \"15.4\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 263,\n            'f': \"263\",\n        },\n\"plymouth volare\",\n{\n            'v': 20.5,\n            'f': \"20.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 225.0,\n            'f': \"225.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 3430,\n            'f': \"3430\",\n        },\n{\n            'v': 17.2,\n            'f': \"17.2\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 264,\n            'f': \"264\",\n        },\n\"amc concord\",\n{\n            'v': 19.4,\n            'f': \"19.4\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 232.0,\n            'f': \"232.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 3210,\n            'f': \"3210\",\n        },\n{\n            'v': 17.2,\n            'f': \"17.2\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 265,\n            'f': \"265\",\n        },\n\"buick century special\",\n{\n            'v': 20.6,\n            'f': \"20.6\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 231.0,\n            'f': \"231.0\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 3380,\n            'f': \"3380\",\n        },\n{\n            'v': 15.8,\n            'f': \"15.8\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 266,\n            'f': \"266\",\n        },\n\"mercury zephyr\",\n{\n            'v': 20.8,\n            'f': \"20.8\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 200.0,\n            'f': \"200.0\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 3070,\n            'f': \"3070\",\n        },\n{\n            'v': 16.7,\n            'f': \"16.7\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 267,\n            'f': \"267\",\n        },\n\"dodge aspen\",\n{\n            'v': 18.6,\n            'f': \"18.6\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 225.0,\n            'f': \"225.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 3620,\n            'f': \"3620\",\n        },\n{\n            'v': 18.7,\n            'f': \"18.7\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 268,\n            'f': \"268\",\n        },\n\"amc concord d/l\",\n{\n            'v': 18.1,\n            'f': \"18.1\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 258.0,\n            'f': \"258.0\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 3410,\n            'f': \"3410\",\n        },\n{\n            'v': 15.1,\n            'f': \"15.1\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 269,\n            'f': \"269\",\n        },\n\"chevrolet monte carlo landau\",\n{\n            'v': 19.2,\n            'f': \"19.2\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 305.0,\n            'f': \"305.0\",\n        },\n{\n            'v': 145.0,\n            'f': \"145.0\",\n        },\n{\n            'v': 3425,\n            'f': \"3425\",\n        },\n{\n            'v': 13.2,\n            'f': \"13.2\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 270,\n            'f': \"270\",\n        },\n\"buick regal sport coupe (turbo)\",\n{\n            'v': 17.7,\n            'f': \"17.7\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 231.0,\n            'f': \"231.0\",\n        },\n{\n            'v': 165.0,\n            'f': \"165.0\",\n        },\n{\n            'v': 3445,\n            'f': \"3445\",\n        },\n{\n            'v': 13.4,\n            'f': \"13.4\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 271,\n            'f': \"271\",\n        },\n\"ford futura\",\n{\n            'v': 18.1,\n            'f': \"18.1\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 302.0,\n            'f': \"302.0\",\n        },\n{\n            'v': 139.0,\n            'f': \"139.0\",\n        },\n{\n            'v': 3205,\n            'f': \"3205\",\n        },\n{\n            'v': 11.2,\n            'f': \"11.2\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 272,\n            'f': \"272\",\n        },\n\"dodge magnum xe\",\n{\n            'v': 17.5,\n            'f': \"17.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 4080,\n            'f': \"4080\",\n        },\n{\n            'v': 13.7,\n            'f': \"13.7\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 273,\n            'f': \"273\",\n        },\n\"chevrolet chevette\",\n{\n            'v': 30.0,\n            'f': \"30.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 68.0,\n            'f': \"68.0\",\n        },\n{\n            'v': 2155,\n            'f': \"2155\",\n        },\n{\n            'v': 16.5,\n            'f': \"16.5\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 274,\n            'f': \"274\",\n        },\n\"toyota corona\",\n{\n            'v': 27.5,\n            'f': \"27.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 134.0,\n            'f': \"134.0\",\n        },\n{\n            'v': 95.0,\n            'f': \"95.0\",\n        },\n{\n            'v': 2560,\n            'f': \"2560\",\n        },\n{\n            'v': 14.2,\n            'f': \"14.2\",\n        },\n\"1978-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 275,\n            'f': \"275\",\n        },\n\"datsun 510\",\n{\n            'v': 27.2,\n            'f': \"27.2\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 119.0,\n            'f': \"119.0\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 2300,\n            'f': \"2300\",\n        },\n{\n            'v': 14.7,\n            'f': \"14.7\",\n        },\n\"1978-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 276,\n            'f': \"276\",\n        },\n\"dodge omni\",\n{\n            'v': 30.9,\n            'f': \"30.9\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 75.0,\n            'f': \"75.0\",\n        },\n{\n            'v': 2230,\n            'f': \"2230\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 277,\n            'f': \"277\",\n        },\n\"toyota celica gt liftback\",\n{\n            'v': 21.1,\n            'f': \"21.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 134.0,\n            'f': \"134.0\",\n        },\n{\n            'v': 95.0,\n            'f': \"95.0\",\n        },\n{\n            'v': 2515,\n            'f': \"2515\",\n        },\n{\n            'v': 14.8,\n            'f': \"14.8\",\n        },\n\"1978-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 278,\n            'f': \"278\",\n        },\n\"plymouth sapporo\",\n{\n            'v': 23.2,\n            'f': \"23.2\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 156.0,\n            'f': \"156.0\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 2745,\n            'f': \"2745\",\n        },\n{\n            'v': 16.7,\n            'f': \"16.7\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 279,\n            'f': \"279\",\n        },\n\"oldsmobile starfire sx\",\n{\n            'v': 23.8,\n            'f': \"23.8\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 2855,\n            'f': \"2855\",\n        },\n{\n            'v': 17.6,\n            'f': \"17.6\",\n        },\n\"1978-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 280,\n            'f': \"280\",\n        },\n\"datsun 200-sx\",\n{\n            'v': 23.9,\n            'f': \"23.9\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 119.0,\n            'f': \"119.0\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 2405,\n            'f': \"2405\",\n        },\n{\n            'v': 14.9,\n            'f': \"14.9\",\n        },\n\"1978-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 281,\n            'f': \"281\",\n        },\n\"audi 5000\",\n{\n            'v': 20.3,\n            'f': \"20.3\",\n        },\n{\n            'v': 5,\n            'f': \"5\",\n        },\n{\n            'v': 131.0,\n            'f': \"131.0\",\n        },\n{\n            'v': 103.0,\n            'f': \"103.0\",\n        },\n{\n            'v': 2830,\n            'f': \"2830\",\n        },\n{\n            'v': 15.9,\n            'f': \"15.9\",\n        },\n\"1978-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 282,\n            'f': \"282\",\n        },\n\"volvo 264gl\",\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 163.0,\n            'f': \"163.0\",\n        },\n{\n            'v': 125.0,\n            'f': \"125.0\",\n        },\n{\n            'v': 3140,\n            'f': \"3140\",\n        },\n{\n            'v': 13.6,\n            'f': \"13.6\",\n        },\n\"1978-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 283,\n            'f': \"283\",\n        },\n\"saab 99gle\",\n{\n            'v': 21.6,\n            'f': \"21.6\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 121.0,\n            'f': \"121.0\",\n        },\n{\n            'v': 115.0,\n            'f': \"115.0\",\n        },\n{\n            'v': 2795,\n            'f': \"2795\",\n        },\n{\n            'v': 15.7,\n            'f': \"15.7\",\n        },\n\"1978-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 284,\n            'f': \"284\",\n        },\n\"peugeot 604sl\",\n{\n            'v': 16.2,\n            'f': \"16.2\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 163.0,\n            'f': \"163.0\",\n        },\n{\n            'v': 133.0,\n            'f': \"133.0\",\n        },\n{\n            'v': 3410,\n            'f': \"3410\",\n        },\n{\n            'v': 15.8,\n            'f': \"15.8\",\n        },\n\"1978-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 285,\n            'f': \"285\",\n        },\n\"volkswagen scirocco\",\n{\n            'v': 31.5,\n            'f': \"31.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 89.0,\n            'f': \"89.0\",\n        },\n{\n            'v': 71.0,\n            'f': \"71.0\",\n        },\n{\n            'v': 1990,\n            'f': \"1990\",\n        },\n{\n            'v': 14.9,\n            'f': \"14.9\",\n        },\n\"1978-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 286,\n            'f': \"286\",\n        },\n\"honda Accelerationord lx\",\n{\n            'v': 29.5,\n            'f': \"29.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 68.0,\n            'f': \"68.0\",\n        },\n{\n            'v': 2135,\n            'f': \"2135\",\n        },\n{\n            'v': 16.6,\n            'f': \"16.6\",\n        },\n\"1978-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 287,\n            'f': \"287\",\n        },\n\"pontiac lemans v6\",\n{\n            'v': 21.5,\n            'f': \"21.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 231.0,\n            'f': \"231.0\",\n        },\n{\n            'v': 115.0,\n            'f': \"115.0\",\n        },\n{\n            'v': 3245,\n            'f': \"3245\",\n        },\n{\n            'v': 15.4,\n            'f': \"15.4\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 288,\n            'f': \"288\",\n        },\n\"mercury zephyr 6\",\n{\n            'v': 19.8,\n            'f': \"19.8\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 200.0,\n            'f': \"200.0\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 2990,\n            'f': \"2990\",\n        },\n{\n            'v': 18.2,\n            'f': \"18.2\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 289,\n            'f': \"289\",\n        },\n\"ford fairmont 4\",\n{\n            'v': 22.3,\n            'f': \"22.3\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 2890,\n            'f': \"2890\",\n        },\n{\n            'v': 17.3,\n            'f': \"17.3\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 290,\n            'f': \"290\",\n        },\n\"amc concord dl 6\",\n{\n            'v': 20.2,\n            'f': \"20.2\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 232.0,\n            'f': \"232.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 3265,\n            'f': \"3265\",\n        },\n{\n            'v': 18.2,\n            'f': \"18.2\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 291,\n            'f': \"291\",\n        },\n\"dodge aspen 6\",\n{\n            'v': 20.6,\n            'f': \"20.6\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 225.0,\n            'f': \"225.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 3360,\n            'f': \"3360\",\n        },\n{\n            'v': 16.6,\n            'f': \"16.6\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 292,\n            'f': \"292\",\n        },\n\"chevrolet caprice classic\",\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 305.0,\n            'f': \"305.0\",\n        },\n{\n            'v': 130.0,\n            'f': \"130.0\",\n        },\n{\n            'v': 3840,\n            'f': \"3840\",\n        },\n{\n            'v': 15.4,\n            'f': \"15.4\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 293,\n            'f': \"293\",\n        },\n\"ford ltd landau\",\n{\n            'v': 17.6,\n            'f': \"17.6\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 302.0,\n            'f': \"302.0\",\n        },\n{\n            'v': 129.0,\n            'f': \"129.0\",\n        },\n{\n            'v': 3725,\n            'f': \"3725\",\n        },\n{\n            'v': 13.4,\n            'f': \"13.4\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 294,\n            'f': \"294\",\n        },\n\"mercury grand marquis\",\n{\n            'v': 16.5,\n            'f': \"16.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 351.0,\n            'f': \"351.0\",\n        },\n{\n            'v': 138.0,\n            'f': \"138.0\",\n        },\n{\n            'v': 3955,\n            'f': \"3955\",\n        },\n{\n            'v': 13.2,\n            'f': \"13.2\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 295,\n            'f': \"295\",\n        },\n\"dodge st. regis\",\n{\n            'v': 18.2,\n            'f': \"18.2\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 318.0,\n            'f': \"318.0\",\n        },\n{\n            'v': 135.0,\n            'f': \"135.0\",\n        },\n{\n            'v': 3830,\n            'f': \"3830\",\n        },\n{\n            'v': 15.2,\n            'f': \"15.2\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 296,\n            'f': \"296\",\n        },\n\"buick estate wagon (sw)\",\n{\n            'v': 16.9,\n            'f': \"16.9\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 350.0,\n            'f': \"350.0\",\n        },\n{\n            'v': 155.0,\n            'f': \"155.0\",\n        },\n{\n            'v': 4360,\n            'f': \"4360\",\n        },\n{\n            'v': 14.9,\n            'f': \"14.9\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 297,\n            'f': \"297\",\n        },\n\"ford country squire (sw)\",\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 351.0,\n            'f': \"351.0\",\n        },\n{\n            'v': 142.0,\n            'f': \"142.0\",\n        },\n{\n            'v': 4054,\n            'f': \"4054\",\n        },\n{\n            'v': 14.3,\n            'f': \"14.3\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 298,\n            'f': \"298\",\n        },\n\"chevrolet malibu classic (sw)\",\n{\n            'v': 19.2,\n            'f': \"19.2\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 267.0,\n            'f': \"267.0\",\n        },\n{\n            'v': 125.0,\n            'f': \"125.0\",\n        },\n{\n            'v': 3605,\n            'f': \"3605\",\n        },\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 299,\n            'f': \"299\",\n        },\n\"chrysler lebaron town @ country (sw)\",\n{\n            'v': 18.5,\n            'f': \"18.5\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 360.0,\n            'f': \"360.0\",\n        },\n{\n            'v': 150.0,\n            'f': \"150.0\",\n        },\n{\n            'v': 3940,\n            'f': \"3940\",\n        },\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 300,\n            'f': \"300\",\n        },\n\"vw rabbit custom\",\n{\n            'v': 31.9,\n            'f': \"31.9\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 89.0,\n            'f': \"89.0\",\n        },\n{\n            'v': 71.0,\n            'f': \"71.0\",\n        },\n{\n            'v': 1925,\n            'f': \"1925\",\n        },\n{\n            'v': 14.0,\n            'f': \"14.0\",\n        },\n\"1979-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 301,\n            'f': \"301\",\n        },\n\"maxda glc deluxe\",\n{\n            'v': 34.1,\n            'f': \"34.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 86.0,\n            'f': \"86.0\",\n        },\n{\n            'v': 65.0,\n            'f': \"65.0\",\n        },\n{\n            'v': 1975,\n            'f': \"1975\",\n        },\n{\n            'v': 15.2,\n            'f': \"15.2\",\n        },\n\"1979-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 302,\n            'f': \"302\",\n        },\n\"dodge colt hatchback custom\",\n{\n            'v': 35.7,\n            'f': \"35.7\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 80.0,\n            'f': \"80.0\",\n        },\n{\n            'v': 1915,\n            'f': \"1915\",\n        },\n{\n            'v': 14.4,\n            'f': \"14.4\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 303,\n            'f': \"303\",\n        },\n\"amc spirit dl\",\n{\n            'v': 27.4,\n            'f': \"27.4\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 121.0,\n            'f': \"121.0\",\n        },\n{\n            'v': 80.0,\n            'f': \"80.0\",\n        },\n{\n            'v': 2670,\n            'f': \"2670\",\n        },\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 304,\n            'f': \"304\",\n        },\n\"mercedes benz 300d\",\n{\n            'v': 25.4,\n            'f': \"25.4\",\n        },\n{\n            'v': 5,\n            'f': \"5\",\n        },\n{\n            'v': 183.0,\n            'f': \"183.0\",\n        },\n{\n            'v': 77.0,\n            'f': \"77.0\",\n        },\n{\n            'v': 3530,\n            'f': \"3530\",\n        },\n{\n            'v': 20.1,\n            'f': \"20.1\",\n        },\n\"1979-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 305,\n            'f': \"305\",\n        },\n\"cadillac eldorado\",\n{\n            'v': 23.0,\n            'f': \"23.0\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 350.0,\n            'f': \"350.0\",\n        },\n{\n            'v': 125.0,\n            'f': \"125.0\",\n        },\n{\n            'v': 3900,\n            'f': \"3900\",\n        },\n{\n            'v': 17.4,\n            'f': \"17.4\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 306,\n            'f': \"306\",\n        },\n\"peugeot 504\",\n{\n            'v': 27.2,\n            'f': \"27.2\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 141.0,\n            'f': \"141.0\",\n        },\n{\n            'v': 71.0,\n            'f': \"71.0\",\n        },\n{\n            'v': 3190,\n            'f': \"3190\",\n        },\n{\n            'v': 24.8,\n            'f': \"24.8\",\n        },\n\"1979-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 307,\n            'f': \"307\",\n        },\n\"oldsmobile cutlass salon brougham\",\n{\n            'v': 23.9,\n            'f': \"23.9\",\n        },\n{\n            'v': 8,\n            'f': \"8\",\n        },\n{\n            'v': 260.0,\n            'f': \"260.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 3420,\n            'f': \"3420\",\n        },\n{\n            'v': 22.2,\n            'f': \"22.2\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 308,\n            'f': \"308\",\n        },\n\"plymouth horizon\",\n{\n            'v': 34.2,\n            'f': \"34.2\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 2200,\n            'f': \"2200\",\n        },\n{\n            'v': 13.2,\n            'f': \"13.2\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 309,\n            'f': \"309\",\n        },\n\"plymouth horizon tc3\",\n{\n            'v': 34.5,\n            'f': \"34.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 2150,\n            'f': \"2150\",\n        },\n{\n            'v': 14.9,\n            'f': \"14.9\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 310,\n            'f': \"310\",\n        },\n\"datsun 210\",\n{\n            'v': 31.8,\n            'f': \"31.8\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 65.0,\n            'f': \"65.0\",\n        },\n{\n            'v': 2020,\n            'f': \"2020\",\n        },\n{\n            'v': 19.2,\n            'f': \"19.2\",\n        },\n\"1979-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 311,\n            'f': \"311\",\n        },\n\"fiat strada custom\",\n{\n            'v': 37.3,\n            'f': \"37.3\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 69.0,\n            'f': \"69.0\",\n        },\n{\n            'v': 2130,\n            'f': \"2130\",\n        },\n{\n            'v': 14.7,\n            'f': \"14.7\",\n        },\n\"1979-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 312,\n            'f': \"312\",\n        },\n\"buick skylark limited\",\n{\n            'v': 28.4,\n            'f': \"28.4\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 2670,\n            'f': \"2670\",\n        },\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 313,\n            'f': \"313\",\n        },\n\"chevrolet citation\",\n{\n            'v': 28.8,\n            'f': \"28.8\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 173.0,\n            'f': \"173.0\",\n        },\n{\n            'v': 115.0,\n            'f': \"115.0\",\n        },\n{\n            'v': 2595,\n            'f': \"2595\",\n        },\n{\n            'v': 11.3,\n            'f': \"11.3\",\n        },\n\"1979-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 314,\n            'f': \"314\",\n        },\n\"oldsmobile omega brougham\",\n{\n            'v': 26.8,\n            'f': \"26.8\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 173.0,\n            'f': 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28.0,\n            'f': \"28.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 2678,\n            'f': \"2678\",\n        },\n{\n            'v': 16.5,\n            'f': \"16.5\",\n        },\n\"1980-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 321,\n            'f': \"321\",\n        },\n\"ford fairmont\",\n{\n            'v': 26.4,\n            'f': \"26.4\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 2870,\n            'f': \"2870\",\n        },\n{\n            'v': 18.1,\n            'f': \"18.1\",\n        },\n\"1980-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 322,\n            'f': \"322\",\n        },\n\"amc concord\",\n{\n            'v': 24.3,\n            'f': \"24.3\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 3003,\n            'f': \"3003\",\n        },\n{\n            'v': 20.1,\n            'f': \"20.1\",\n        },\n\"1980-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 323,\n            'f': \"323\",\n        },\n\"dodge aspen\",\n{\n            'v': 19.1,\n            'f': \"19.1\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 225.0,\n            'f': \"225.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 3381,\n            'f': \"3381\",\n        },\n{\n            'v': 18.7,\n            'f': \"18.7\",\n        },\n\"1980-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 324,\n            'f': \"324\",\n        },\n\"audi 4000\",\n{\n            'v': 34.3,\n            'f': \"34.3\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 78.0,\n            'f': \"78.0\",\n        },\n{\n            'v': 2188,\n            'f': \"2188\",\n        },\n{\n            'v': 15.8,\n            'f': \"15.8\",\n        },\n\"1980-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 325,\n            'f': \"325\",\n        },\n\"toyota corona liftback\",\n{\n            'v': 29.8,\n            'f': \"29.8\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 134.0,\n            'f': \"134.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 2711,\n            'f': \"2711\",\n        },\n{\n            'v': 15.5,\n            'f': \"15.5\",\n        },\n\"1980-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 326,\n            'f': \"326\",\n        },\n\"mazda 626\",\n{\n            'v': 31.3,\n            'f': \"31.3\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 75.0,\n            'f': \"75.0\",\n        },\n{\n            'v': 2542,\n            'f': \"2542\",\n        },\n{\n            'v': 17.5,\n            'f': \"17.5\",\n        },\n\"1980-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 327,\n            'f': \"327\",\n        },\n\"datsun 510 hatchback\",\n{\n            'v': 37.0,\n            'f': \"37.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 119.0,\n            'f': \"119.0\",\n        },\n{\n            'v': 92.0,\n            'f': \"92.0\",\n        },\n{\n            'v': 2434,\n            'f': \"2434\",\n        },\n{\n          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        'v': 48.0,\n            'f': \"48.0\",\n        },\n{\n            'v': 2335,\n            'f': \"2335\",\n        },\n{\n            'v': 23.7,\n            'f': \"23.7\",\n        },\n\"1980-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 334,\n            'f': \"334\",\n        },\n\"audi 5000s (diesel)\",\n{\n            'v': 36.4,\n            'f': \"36.4\",\n        },\n{\n            'v': 5,\n            'f': \"5\",\n        },\n{\n            'v': 121.0,\n            'f': \"121.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 2950,\n            'f': \"2950\",\n        },\n{\n            'v': 19.9,\n            'f': \"19.9\",\n        },\n\"1980-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 335,\n            'f': \"335\",\n        },\n\"mercedes-benz 240d\",\n{\n            'v': 30.0,\n            'f': \"30.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 146.0,\n            'f': \"146.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 3250,\n            'f': \"3250\",\n        },\n{\n            'v': 21.8,\n            'f': \"21.8\",\n        },\n\"1980-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 336,\n            'f': \"336\",\n        },\n\"honda civic 1500 gl\",\n{\n            'v': 44.6,\n            'f': \"44.6\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 1850,\n            'f': \"1850\",\n        },\n{\n            'v': 13.8,\n            'f': \"13.8\",\n        },\n\"1980-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 337,\n            'f': \"337\",\n        },\n\"renault lecar deluxe\",\n{\n            'v': 40.9,\n            'f': \"40.9\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': NaN,\n            'f': \"NaN\",\n        },\n{\n            'v': 1835,\n            'f': \"1835\",\n        },\n{\n            'v': 17.3,\n            'f': \"17.3\",\n        },\n\"1980-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 338,\n            'f': \"338\",\n        },\n\"subaru dl\",\n{\n            'v': 33.8,\n            'f': \"33.8\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 2145,\n            'f': \"2145\",\n        },\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n\"1980-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 339,\n            'f': \"339\",\n        },\n\"vokswagen rabbit\",\n{\n            'v': 29.8,\n            'f': \"29.8\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 89.0,\n            'f': \"89.0\",\n        },\n{\n            'v': 62.0,\n            'f': \"62.0\",\n        },\n{\n            'v': 1845,\n            'f': \"1845\",\n        },\n{\n            'v': 15.3,\n            'f': \"15.3\",\n        },\n\"1980-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 340,\n            'f': \"340\",\n        },\n\"datsun 280-zx\",\n{\n            'v': 32.7,\n            'f': \"32.7\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 168.0,\n            'f': \"168.0\",\n        },\n{\n            'v': 132.0,\n            'f': \"132.0\",\n        },\n{\n            'v': 2910,\n            'f': \"2910\",\n        },\n{\n            'v': 11.4,\n            'f': \"11.4\",\n        },\n\"1980-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 341,\n            'f': \"341\",\n        },\n\"mazda 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343,\n            'f': \"343\",\n        },\n\"ford mustang cobra\",\n{\n            'v': 23.6,\n            'f': \"23.6\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': NaN,\n            'f': \"NaN\",\n        },\n{\n            'v': 2905,\n            'f': \"2905\",\n        },\n{\n            'v': 14.3,\n            'f': \"14.3\",\n        },\n\"1980-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 344,\n            'f': \"344\",\n        },\n\"honda Accelerationord\",\n{\n            'v': 32.4,\n            'f': \"32.4\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 107.0,\n            'f': \"107.0\",\n        },\n{\n            'v': 72.0,\n            'f': \"72.0\",\n        },\n{\n            'v': 2290,\n            'f': \"2290\",\n        },\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n\"1980-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 345,\n            'f': \"345\",\n        },\n\"plymouth reliant\",\n{\n            'v': 27.2,\n            'f': \"27.2\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 135.0,\n            'f': \"135.0\",\n        },\n{\n            'v': 84.0,\n            'f': \"84.0\",\n        },\n{\n            'v': 2490,\n            'f': \"2490\",\n        },\n{\n            'v': 15.7,\n            'f': \"15.7\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 346,\n            'f': \"346\",\n        },\n\"buick skylark\",\n{\n            'v': 26.6,\n            'f': \"26.6\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': 84.0,\n            'f': \"84.0\",\n        },\n{\n            'v': 2635,\n            'f': \"2635\",\n        },\n{\n            'v': 16.4,\n            'f': \"16.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 347,\n            'f': \"347\",\n        },\n\"dodge aries wagon (sw)\",\n{\n            'v': 25.8,\n            'f': \"25.8\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 156.0,\n            'f': \"156.0\",\n        },\n{\n            'v': 92.0,\n            'f': \"92.0\",\n        },\n{\n            'v': 2620,\n            'f': \"2620\",\n        },\n{\n            'v': 14.4,\n            'f': \"14.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 348,\n            'f': \"348\",\n        },\n\"chevrolet citation\",\n{\n            'v': 23.5,\n            'f': \"23.5\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 173.0,\n            'f': \"173.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 2725,\n            'f': \"2725\",\n        },\n{\n            'v': 12.6,\n            'f': \"12.6\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 349,\n            'f': \"349\",\n        },\n\"plymouth reliant\",\n{\n            'v': 30.0,\n            'f': \"30.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 135.0,\n            'f': \"135.0\",\n        },\n{\n            'v': 84.0,\n            'f': \"84.0\",\n        },\n{\n            'v': 2385,\n            'f': \"2385\",\n        },\n{\n            'v': 12.9,\n            'f': \"12.9\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 350,\n            'f': \"350\",\n        },\n\"toyota starlet\",\n{\n            'v': 39.1,\n            'f': \"39.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 79.0,\n            'f': \"79.0\",\n        },\n{\n            'v': 58.0,\n            'f': \"58.0\",\n        },\n{\n            'v': 1755,\n            'f': \"1755\",\n        },\n{\n            'v': 16.9,\n            'f': \"16.9\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 351,\n            'f': \"351\",\n        },\n\"plymouth champ\",\n{\n            'v': 39.0,\n            'f': \"39.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 86.0,\n            'f': \"86.0\",\n        },\n{\n            'v': 64.0,\n            'f': \"64.0\",\n        },\n{\n            'v': 1875,\n            'f': \"1875\",\n        },\n{\n            'v': 16.4,\n            'f': \"16.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 352,\n            'f': \"352\",\n        },\n\"honda civic 1300\",\n{\n            'v': 35.1,\n            'f': \"35.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 81.0,\n            'f': \"81.0\",\n      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    },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 65.0,\n            'f': \"65.0\",\n        },\n{\n            'v': 2045,\n            'f': \"2045\",\n        },\n{\n            'v': 16.2,\n            'f': \"16.2\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 359,\n            'f': \"359\",\n        },\n\"ford escort 2h\",\n{\n            'v': 29.9,\n            'f': \"29.9\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 65.0,\n            'f': \"65.0\",\n        },\n{\n            'v': 2380,\n            'f': \"2380\",\n        },\n{\n            'v': 20.7,\n            'f': \"20.7\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 360,\n            'f': \"360\",\n        },\n\"volkswagen jetta\",\n{\n            'v': 33.0,\n            'f': \"33.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 74.0,\n            'f': \"74.0\",\n        },\n{\n            'v': 2190,\n            'f': \"2190\",\n        },\n{\n            'v': 14.2,\n            'f': \"14.2\",\n        },\n\"1982-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 361,\n            'f': \"361\",\n        },\n\"renault 18i\",\n{\n            'v': 34.5,\n            'f': \"34.5\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': NaN,\n            'f': \"NaN\",\n        },\n{\n            'v': 2320,\n            'f': \"2320\",\n        },\n{\n            'v': 15.8,\n            'f': \"15.8\",\n        },\n\"1982-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 362,\n            'f': \"362\",\n        },\n\"honda prelude\",\n{\n            'v': 33.7,\n            'f': \"33.7\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 107.0,\n            'f': \"107.0\",\n        },\n{\n            'v': 75.0,\n            'f': \"75.0\",\n        },\n{\n            'v': 2210,\n            'f': \"2210\",\n        },\n{\n            'v': 14.4,\n            'f': \"14.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 363,\n            'f': \"363\",\n        },\n\"toyota corolla\",\n{\n            'v': 32.4,\n            'f': \"32.4\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 108.0,\n            'f': \"108.0\",\n        },\n{\n            'v': 75.0,\n            'f': \"75.0\",\n        },\n{\n            'v': 2350,\n            'f': \"2350\",\n        },\n{\n            'v': 16.8,\n            'f': \"16.8\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 364,\n            'f': \"364\",\n        },\n\"datsun 200sx\",\n{\n            'v': 32.9,\n            'f': \"32.9\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 119.0,\n            'f': \"119.0\",\n        },\n{\n            'v': 100.0,\n            'f': \"100.0\",\n        },\n{\n            'v': 2615,\n            'f': \"2615\",\n        },\n{\n            'v': 14.8,\n            'f': \"14.8\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 365,\n            'f': \"365\",\n        },\n\"mazda 626\",\n{\n            'v': 31.6,\n            'f': \"31.6\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 74.0,\n            'f': \"74.0\",\n        },\n{\n            'v': 2635,\n            'f': \"2635\",\n        },\n{\n            'v': 18.3,\n            'f': \"18.3\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 366,\n            'f': \"366\",\n        },\n\"peugeot 505s turbo diesel\",\n{\n            'v': 28.1,\n            'f': \"28.1\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 141.0,\n            'f': \"141.0\",\n        },\n{\n            'v': 80.0,\n            'f': \"80.0\",\n        },\n{\n            'v': 3230,\n            'f': \"3230\",\n        },\n{\n            'v': 20.4,\n            'f': \"20.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 367,\n            'f': \"367\",\n        },\n\"saab 900s\",\n{\n            'v': NaN,\n            'f': \"NaN\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 121.0,\n            'f': \"121.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 2800,\n            'f': \"2800\",\n        },\n{\n            'v': 15.4,\n            'f': \"15.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 368,\n            'f': \"368\",\n        },\n\"volvo diesel\",\n{\n            'v': 30.7,\n            'f': \"30.7\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 145.0,\n            'f': \"145.0\",\n        },\n{\n            'v': 76.0,\n            'f': \"76.0\",\n        },\n{\n            'v': 3160,\n            'f': \"3160\",\n        },\n{\n            'v': 19.6,\n            'f': \"19.6\",\n        },\n\"1982-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 369,\n            'f': \"369\",\n        },\n\"toyota cressida\",\n{\n            'v': 25.4,\n            'f': \"25.4\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 168.0,\n            'f': \"168.0\",\n        },\n{\n            'v': 116.0,\n            'f': \"116.0\",\n        },\n{\n            'v': 2900,\n            'f': \"2900\",\n        },\n{\n            'v': 12.6,\n            'f': \"12.6\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 370,\n            'f': \"370\",\n        },\n\"datsun 810 maxima\",\n{\n            'v': 24.2,\n            'f': \"24.2\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 146.0,\n            'f': \"146.0\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 2930,\n            'f': \"2930\",\n        },\n{\n            'v': 13.8,\n            'f': \"13.8\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 371,\n            'f': \"371\",\n        },\n\"buick century\",\n{\n            'v': 22.4,\n            'f': \"22.4\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 231.0,\n            'f': \"231.0\",\n        },\n{\n            'v': 110.0,\n      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'f': \"34.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 112.0,\n            'f': \"112.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 2395,\n            'f': \"2395\",\n        },\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 378,\n            'f': \"378\",\n        },\n\"pontiac j2000 se hatchback\",\n{\n            'v': 31.0,\n            'f': \"31.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 112.0,\n            'f': \"112.0\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 2575,\n            'f': \"2575\",\n        },\n{\n            'v': 16.2,\n            'f': \"16.2\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 379,\n            'f': \"379\",\n        },\n\"dodge aries se\",\n{\n            'v': 29.0,\n            'f': \"29.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 135.0,\n            'f': \"135.0\",\n        },\n{\n            'v': 84.0,\n            'f': \"84.0\",\n        },\n{\n            'v': 2525,\n            'f': \"2525\",\n        },\n{\n            'v': 16.0,\n            'f': \"16.0\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 380,\n            'f': \"380\",\n        },\n\"pontiac phoenix\",\n{\n            'v': 27.0,\n            'f': \"27.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 2735,\n            'f': \"2735\",\n        },\n{\n            'v': 18.0,\n            'f': \"18.0\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 381,\n            'f': \"381\",\n        },\n\"ford fairmont futura\",\n{\n            'v': 24.0,\n            'f': \"24.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 92.0,\n            'f': \"92.0\",\n        },\n{\n            'v': 2865,\n            'f': \"2865\",\n        },\n{\n            'v': 16.4,\n            'f': \"16.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 382,\n            'f': \"382\",\n        },\n\"amc concord dl\",\n{\n            'v': 23.0,\n            'f': \"23.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': NaN,\n            'f': \"NaN\",\n        },\n{\n            'v': 3035,\n            'f': \"3035\",\n        },\n{\n            'v': 20.5,\n            'f': \"20.5\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 383,\n            'f': \"383\",\n        },\n\"volkswagen rabbit l\",\n{\n            'v': 36.0,\n            'f': \"36.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 74.0,\n            'f': \"74.0\",\n        },\n{\n            'v': 1980,\n            'f': \"1980\",\n        },\n{\n            'v': 15.3,\n            'f': \"15.3\",\n        },\n\"1982-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 384,\n            'f': \"384\",\n        },\n\"mazda glc custom l\",\n{\n            'v': 37.0,\n            'f': \"37.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 68.0,\n            'f': \"68.0\",\n        },\n{\n            'v': 2025,\n            'f': \"2025\",\n        },\n{\n            'v': 18.2,\n            'f': \"18.2\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 385,\n            'f': \"385\",\n        },\n\"mazda glc custom\",\n{\n            'v': 31.0,\n            'f': \"31.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 68.0,\n            'f': \"68.0\",\n        },\n{\n            'v': 1970,\n            'f': \"1970\",\n        },\n{\n            'v': 17.6,\n            'f': \"17.6\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 386,\n            'f': \"386\",\n        },\n\"plymouth horizon miser\",\n{\n            'v': 38.0,\n            'f': \"38.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 105.0,\n            'f': \"105.0\",\n        },\n{\n            'v': 63.0,\n            'f': \"63.0\",\n        },\n{\n            'v': 2125,\n            'f': \"2125\",\n        },\n{\n            'v': 14.7,\n            'f': \"14.7\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 387,\n            'f': \"387\",\n        },\n\"mercury lynx l\",\n{\n            'v': 36.0,\n            'f': \"36.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 98.0,\n            'f': \"98.0\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 2125,\n            'f': \"2125\",\n        },\n{\n            'v': 17.3,\n            'f': \"17.3\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 388,\n            'f': \"388\",\n        },\n\"nissan stanza xe\",\n{\n            'v': 36.0,\n            'f': \"36.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 88.0,\n            'f': \"88.0\",\n        },\n{\n            'v': 2160,\n            'f': \"2160\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 389,\n            'f': \"389\",\n        },\n\"honda Accelerationord\",\n{\n            'v': 36.0,\n            'f': \"36.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 107.0,\n            'f': \"107.0\",\n        },\n{\n            'v': 75.0,\n            'f': \"75.0\",\n        },\n{\n            'v': 2205,\n            'f': \"2205\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 390,\n            'f': \"390\",\n        },\n\"toyota corolla\",\n{\n            'v': 34.0,\n            'f': \"34.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 108.0,\n            'f': \"108.0\",\n        },\n{\n            'v': 70.0,\n            'f': \"70.0\",\n        },\n{\n            'v': 2245,\n            'f': \"2245\",\n        },\n{\n            'v': 16.9,\n            'f': \"16.9\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 391,\n            'f': \"391\",\n        },\n\"honda civic\",\n{\n            'v': 38.0,\n            'f': \"38.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 1965,\n            'f': \"1965\",\n        },\n{\n            'v': 15.0,\n            'f': \"15.0\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 392,\n            'f': \"392\",\n        },\n\"honda civic (auto)\",\n{\n            'v': 32.0,\n            'f': \"32.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 1965,\n            'f': \"1965\",\n        },\n{\n            'v': 15.7,\n            'f': \"15.7\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 393,\n            'f': \"393\",\n        },\n\"datsun 310 gx\",\n{\n            'v': 38.0,\n            'f': \"38.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 91.0,\n            'f': \"91.0\",\n        },\n{\n            'v': 67.0,\n            'f': \"67.0\",\n        },\n{\n            'v': 1995,\n            'f': \"1995\",\n        },\n{\n            'v': 16.2,\n            'f': \"16.2\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 394,\n            'f': \"394\",\n        },\n\"buick century limited\",\n{\n            'v': 25.0,\n            'f': \"25.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 181.0,\n            'f': \"181.0\",\n        },\n{\n            'v': 110.0,\n            'f': \"110.0\",\n        },\n{\n            'v': 2945,\n            'f': \"2945\",\n        },\n{\n            'v': 16.4,\n            'f': \"16.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 395,\n            'f': \"395\",\n        },\n\"oldsmobile cutlass ciera (diesel)\",\n{\n            'v': 38.0,\n            'f': \"38.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 262.0,\n            'f': \"262.0\",\n        },\n{\n            'v': 85.0,\n            'f': \"85.0\",\n        },\n{\n            'v': 3015,\n            'f': \"3015\",\n        },\n{\n            'v': 17.0,\n            'f': \"17.0\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 396,\n            'f': \"396\",\n        },\n\"chrysler lebaron medallion\",\n{\n            'v': 26.0,\n            'f': \"26.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 156.0,\n            'f': \"156.0\",\n        },\n{\n            'v': 92.0,\n            'f': \"92.0\",\n        },\n{\n            'v': 2585,\n            'f': \"2585\",\n        },\n{\n            'v': 14.5,\n            'f': \"14.5\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 397,\n            'f': \"397\",\n        },\n\"ford granada l\",\n{\n            'v': 22.0,\n            'f': \"22.0\",\n        },\n{\n            'v': 6,\n            'f': \"6\",\n        },\n{\n            'v': 232.0,\n            'f': \"232.0\",\n        },\n{\n            'v': 112.0,\n            'f': \"112.0\",\n        },\n{\n            'v': 2835,\n            'f': \"2835\",\n        },\n{\n            'v': 14.7,\n            'f': \"14.7\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 398,\n            'f': \"398\",\n        },\n\"toyota celica gt\",\n{\n            'v': 32.0,\n            'f': \"32.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 144.0,\n            'f': \"144.0\",\n        },\n{\n            'v': 96.0,\n            'f': \"96.0\",\n        },\n{\n            'v': 2665,\n            'f': \"2665\",\n        },\n{\n            'v': 13.9,\n            'f': \"13.9\",\n        },\n\"1982-01-01 00:00:00\",\n\"Japan\"],\n [{\n            'v': 399,\n            'f': \"399\",\n        },\n\"dodge charger 2.2\",\n{\n            'v': 36.0,\n            'f': \"36.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 135.0,\n            'f': \"135.0\",\n        },\n{\n            'v': 84.0,\n            'f': \"84.0\",\n        },\n{\n            'v': 2370,\n            'f': \"2370\",\n        },\n{\n            'v': 13.0,\n            'f': \"13.0\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 400,\n            'f': \"400\",\n        },\n\"chevrolet camaro\",\n{\n            'v': 27.0,\n            'f': \"27.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 151.0,\n            'f': \"151.0\",\n        },\n{\n            'v': 90.0,\n            'f': \"90.0\",\n        },\n{\n            'v': 2950,\n            'f': \"2950\",\n        },\n{\n            'v': 17.3,\n            'f': \"17.3\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 401,\n            'f': \"401\",\n        },\n\"ford mustang gl\",\n{\n            'v': 27.0,\n            'f': \"27.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 140.0,\n            'f': \"140.0\",\n        },\n{\n            'v': 86.0,\n            'f': \"86.0\",\n        },\n{\n            'v': 2790,\n            'f': \"2790\",\n        },\n{\n            'v': 15.6,\n            'f': \"15.6\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 402,\n            'f': \"402\",\n        },\n\"vw pickup\",\n{\n            'v': 44.0,\n            'f': \"44.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 97.0,\n            'f': \"97.0\",\n        },\n{\n            'v': 52.0,\n            'f': \"52.0\",\n        },\n{\n            'v': 2130,\n            'f': \"2130\",\n        },\n{\n            'v': 24.6,\n            'f': \"24.6\",\n        },\n\"1982-01-01 00:00:00\",\n\"Europe\"],\n [{\n            'v': 403,\n            'f': \"403\",\n        },\n\"dodge rampage\",\n{\n            'v': 32.0,\n            'f': \"32.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 135.0,\n            'f': \"135.0\",\n        },\n{\n            'v': 84.0,\n            'f': \"84.0\",\n        },\n{\n            'v': 2295,\n            'f': \"2295\",\n        },\n{\n            'v': 11.6,\n            'f': \"11.6\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 404,\n            'f': \"404\",\n        },\n\"ford ranger\",\n{\n            'v': 28.0,\n            'f': \"28.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 120.0,\n            'f': \"120.0\",\n        },\n{\n            'v': 79.0,\n            'f': \"79.0\",\n        },\n{\n            'v': 2625,\n            'f': \"2625\",\n        },\n{\n            'v': 18.6,\n            'f': \"18.6\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"],\n [{\n            'v': 405,\n            'f': \"405\",\n        },\n\"chevy s-10\",\n{\n            'v': 31.0,\n            'f': \"31.0\",\n        },\n{\n            'v': 4,\n            'f': \"4\",\n        },\n{\n            'v': 119.0,\n            'f': \"119.0\",\n        },\n{\n            'v': 82.0,\n            'f': \"82.0\",\n        },\n{\n            'v': 2720,\n            'f': \"2720\",\n        },\n{\n            'v': 19.4,\n            'f': \"19.4\",\n        },\n\"1982-01-01 00:00:00\",\n\"USA\"]],\n        columns: [[\"number\", \"index\"], [\"string\", \"Name\"], [\"number\", \"Miles_per_Gallon\"], [\"number\", \"Cylinders\"], [\"number\", \"Displacement\"], [\"number\", \"Horsepower\"], [\"number\", \"Weight_in_lbs\"], [\"number\", \"Acceleration\"], [\"string\", \"Year\"], [\"string\", \"Origin\"]],\n        columnOptions: [{\"width\": \"1px\", \"className\": \"index_column\"}],\n        rowsPerPage: 25,\n        helpUrl: \"https://colab.research.google.com/notebooks/data_table.ipynb\",\n        suppressOutputScrolling: true,\n        minimumWidth: undefined,\n      });\n    "
          },
          "metadata": {},
          "execution_count": 7
        }
      ],
      "source": [
        "from vega_datasets import data\n",
        "data.cars()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QqptWxKUUcrC"
      },
      "source": [
        "To restore the standard static display, unload the extension:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "id": "y318gNmwU57S"
      },
      "outputs": [],
      "source": [
        "%unload_ext google.colab.data_table"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 693
        },
        "id": "uvBm895iU7-a",
        "outputId": "21f8ae36-38ea-4bec-da72-d3442f3dd708"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                          Name  Miles_per_Gallon  Cylinders  Displacement  \\\n",
              "0    chevrolet chevelle malibu              18.0          8         307.0   \n",
              "1            buick skylark 320              15.0          8         350.0   \n",
              "2           plymouth satellite              18.0          8         318.0   \n",
              "3                amc rebel sst              16.0          8         304.0   \n",
              "4                  ford torino              17.0          8         302.0   \n",
              "..                         ...               ...        ...           ...   \n",
              "401            ford mustang gl              27.0          4         140.0   \n",
              "402                  vw pickup              44.0          4          97.0   \n",
              "403              dodge rampage              32.0          4         135.0   \n",
              "404                ford ranger              28.0          4         120.0   \n",
              "405                 chevy s-10              31.0          4         119.0   \n",
              "\n",
              "     Horsepower  Weight_in_lbs  Acceleration       Year  Origin  \n",
              "0         130.0           3504          12.0 1970-01-01     USA  \n",
              "1         165.0           3693          11.5 1970-01-01     USA  \n",
              "2         150.0           3436          11.0 1970-01-01     USA  \n",
              "3         150.0           3433          12.0 1970-01-01     USA  \n",
              "4         140.0           3449          10.5 1970-01-01     USA  \n",
              "..          ...            ...           ...        ...     ...  \n",
              "401        86.0           2790          15.6 1982-01-01     USA  \n",
              "402        52.0           2130          24.6 1982-01-01  Europe  \n",
              "403        84.0           2295          11.6 1982-01-01     USA  \n",
              "404        79.0           2625          18.6 1982-01-01     USA  \n",
              "405        82.0           2720          19.4 1982-01-01     USA  \n",
              "\n",
              "[406 rows x 9 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-32121a0c-5d1b-4592-b308-feb7bd930b14\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <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>Name</th>\n",
              "      <th>Miles_per_Gallon</th>\n",
              "      <th>Cylinders</th>\n",
              "      <th>Displacement</th>\n",
              "      <th>Horsepower</th>\n",
              "      <th>Weight_in_lbs</th>\n",
              "      <th>Acceleration</th>\n",
              "      <th>Year</th>\n",
              "      <th>Origin</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>chevrolet chevelle malibu</td>\n",
              "      <td>18.0</td>\n",
              "      <td>8</td>\n",
              "      <td>307.0</td>\n",
              "      <td>130.0</td>\n",
              "      <td>3504</td>\n",
              "      <td>12.0</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>buick skylark 320</td>\n",
              "      <td>15.0</td>\n",
              "      <td>8</td>\n",
              "      <td>350.0</td>\n",
              "      <td>165.0</td>\n",
              "      <td>3693</td>\n",
              "      <td>11.5</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>plymouth satellite</td>\n",
              "      <td>18.0</td>\n",
              "      <td>8</td>\n",
              "      <td>318.0</td>\n",
              "      <td>150.0</td>\n",
              "      <td>3436</td>\n",
              "      <td>11.0</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>amc rebel sst</td>\n",
              "      <td>16.0</td>\n",
              "      <td>8</td>\n",
              "      <td>304.0</td>\n",
              "      <td>150.0</td>\n",
              "      <td>3433</td>\n",
              "      <td>12.0</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>ford torino</td>\n",
              "      <td>17.0</td>\n",
              "      <td>8</td>\n",
              "      <td>302.0</td>\n",
              "      <td>140.0</td>\n",
              "      <td>3449</td>\n",
              "      <td>10.5</td>\n",
              "      <td>1970-01-01</td>\n",
              "      <td>USA</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>401</th>\n",
              "      <td>ford mustang gl</td>\n",
              "      <td>27.0</td>\n",
              "      <td>4</td>\n",
              "      <td>140.0</td>\n",
              "      <td>86.0</td>\n",
              "      <td>2790</td>\n",
              "      <td>15.6</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>402</th>\n",
              "      <td>vw pickup</td>\n",
              "      <td>44.0</td>\n",
              "      <td>4</td>\n",
              "      <td>97.0</td>\n",
              "      <td>52.0</td>\n",
              "      <td>2130</td>\n",
              "      <td>24.6</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>Europe</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>403</th>\n",
              "      <td>dodge rampage</td>\n",
              "      <td>32.0</td>\n",
              "      <td>4</td>\n",
              "      <td>135.0</td>\n",
              "      <td>84.0</td>\n",
              "      <td>2295</td>\n",
              "      <td>11.6</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>404</th>\n",
              "      <td>ford ranger</td>\n",
              "      <td>28.0</td>\n",
              "      <td>4</td>\n",
              "      <td>120.0</td>\n",
              "      <td>79.0</td>\n",
              "      <td>2625</td>\n",
              "      <td>18.6</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>405</th>\n",
              "      <td>chevy s-10</td>\n",
              "      <td>31.0</td>\n",
              "      <td>4</td>\n",
              "      <td>119.0</td>\n",
              "      <td>82.0</td>\n",
              "      <td>2720</td>\n",
              "      <td>19.4</td>\n",
              "      <td>1982-01-01</td>\n",
              "      <td>USA</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>406 rows × 9 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-32121a0c-5d1b-4592-b308-feb7bd930b14')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
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              "    .colab-df-convert {\n",
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              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
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              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-32121a0c-5d1b-4592-b308-feb7bd930b14 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
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              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
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              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
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              "  "
            ]
          },
          "metadata": {},
          "execution_count": 9
        }
      ],
      "source": [
        "data.cars()"
      ]
    }
  ],
  "metadata": {
    "colab": {
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      "name": "Snippets: BigQuery",
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      "provenance": [],
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    },
    "kernelspec": {
      "display_name": "Python 3",
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