Chapitre_6.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyMbE9F3/xRWB8ks7nlYp6uL",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/AxelleDomingues/Memoire-2/blob/main/Chapitre_6.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "L7oTKC8fdLG5",
        "outputId": "aaf18a5c-3718-4a6d-c89d-c2846ab61693"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-1-a57451de8f41>:11: MatplotlibDeprecationWarning: Auto-removal of overlapping axes is deprecated since 3.6 and will be removed two minor releases later; explicitly call ax.remove() as needed.\n",
            "  plt.subplot(2,1,1)\n",
            "<ipython-input-1-a57451de8f41>:17: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
            "  a.set(xticklabels = ([' ', '1200-1375', '1376-1532', '1533-1691', '1692-1840']))\n",
            "<ipython-input-1-a57451de8f41>:27: MatplotlibDeprecationWarning: Auto-removal of overlapping axes is deprecated since 3.6 and will be removed two minor releases later; explicitly call ax.remove() as needed.\n",
            "  plt.subplot(2,1,2)\n",
            "<ipython-input-1-a57451de8f41>:33: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
            "  a.set(xticklabels = ([' ', '1200-1375', '1376-1532', '1533-1691', '1692-1840']))\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 2520x2160 with 2 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "import pandas as pd\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "\n",
        "df = pd.read_excel(\"Partitif.xlsx\")\n",
        "sns.set(rc={'figure.figsize':(35,30), 'grid.color':'0.6', 'grid.linestyle': \":\", 'axes.facecolor':'white', 'figure.facecolor':'lightgrey', \"figure.dpi\":72, 'savefig.dpi':72})\n",
        "fig, ax = plt.subplots(nrows=3, ncols=1, sharex=True, sharey=True)\n",
        "fig.text(0.07, 0.5, \"FTR sur 1 million d'occurences\", va='center', rotation='vertical', fontsize='30', fontweight='bold')\n",
        "\n",
        "plt.subplot(2,1,1)\n",
        "a = sns.scatterplot(data=df, x=\"  \", y=\"   \", linewidth=4, edgecolor=\"white\", hue=\"Corpus\", palette=[\"crimson\", \"orange\"], size=\"   \", sizes=(3000, 30000), alpha=0.85, legend=\"full\")\n",
        "h,l = a.get_legend_handles_labels()\n",
        "plt.legend(h[1:3],l[1:3],bbox_to_anchor=(0, 1), loc=2, borderaxespad=1, shadow=True, fancybox=True,  title =\"Légende\", fontsize = '25', title_fontsize = \"25\")\n",
        "\n",
        "a.tick_params(bottom=True, left=True)\n",
        "a.set(xticklabels = ([' ', '1200-1375', '1376-1532', '1533-1691', '1692-1840']))\n",
        "\n",
        "#plt.xlabel('Période', fontsize=25, fontweight='bold')\n",
        "#plt.ylabel(\"FTR sur 1M d'occurrences\", fontsize=25, fontweight='bold')\n",
        "plt.xticks((np.arange(0,5,1)), fontsize=20)\n",
        "plt.yticks((np.arange(0,40000,5000)), fontsize=20)\n",
        "plt.xlim(0,5)\n",
        "plt.ylim(0,40000)\n",
        "yticklabel=False\n",
        "\n",
        "plt.subplot(2,1,2)\n",
        "a = sns.scatterplot(data=df, x=\"  \", y=\"   \", linewidth=4, edgecolor=\"white\", hue=\"Corpus\", palette=[\"crimson\", \"orange\"], size=\"Occurrences\", sizes=(3000, 30000), alpha=0.85, legend=\"full\")\n",
        "h,l = a.get_legend_handles_labels()\n",
        "plt.legend(h[1:3],l[1:3],bbox_to_anchor=(0, 1), loc=2, borderaxespad=1, shadow=True, fancybox=True,  title =\"Légende\", fontsize = '25', title_fontsize = \"25\")\n",
        "\n",
        "a.tick_params(bottom=True, left=True)\n",
        "a.set(xticklabels = ([' ', '1200-1375', '1376-1532', '1533-1691', '1692-1840']))\n",
        "\n",
        "plt.xlabel('Période', fontsize=30, fontweight='bold')\n",
        "#plt.ylabel(\"FTR sur 1M d'occurrences\", fontsize=25, fontweight='bold')\n",
        "plt.xticks((np.arange(0,5,1)), fontsize=20)\n",
        "plt.yticks((np.arange(0,40000,5000)), fontsize=20)\n",
        "plt.xlim(0,5)\n",
        "plt.ylim(0,40000)\n",
        "yticklabel=False"
      ]
    }
  ]
}