From 1b5da95702f7c705c0164ee5ce82f67a2ca1cd7c Mon Sep 17 00:00:00 2001 From: 8af936f0a98530ad3530092bbc37987a <8af936f0a98530ad3530092bbc37987a@app-learninglab.inria.fr> Date: Tue, 23 Feb 2021 11:24:21 +0000 Subject: [PATCH] no commit message --- module2/exo1/Analyse_syndrome_grippal.ipynb | 6 + module2/exo1/chabert.ipynb | 39 +- module3/chabert.ipynb | 2275 +++++++++++++++++++ 3 files changed, 2306 insertions(+), 14 deletions(-) create mode 100644 module2/exo1/Analyse_syndrome_grippal.ipynb create mode 100644 module3/chabert.ipynb diff --git a/module2/exo1/Analyse_syndrome_grippal.ipynb b/module2/exo1/Analyse_syndrome_grippal.ipynb new file mode 100644 index 0000000..7fec515 --- /dev/null +++ b/module2/exo1/Analyse_syndrome_grippal.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/module2/exo1/chabert.ipynb b/module2/exo1/chabert.ipynb index a7fa6aa..4dd4d5c 100644 --- a/module2/exo1/chabert.ipynb +++ b/module2/exo1/chabert.ipynb @@ -4,7 +4,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "March 28, 2019 " + " toy_notebook_fr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " March 28, 2019 " ] }, { @@ -30,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -62,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -71,7 +78,7 @@ "3.128911138923655" ] }, - "execution_count": 19, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -101,7 +108,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -141,19 +148,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "3.112" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "4*np.mean(accept)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/module3/chabert.ipynb b/module3/chabert.ipynb new file mode 100644 index 0000000..e646b02 --- /dev/null +++ b/module3/chabert.ipynb @@ -0,0 +1,2275 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "source": [ + "# Incidence du syndrome grippal" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "%matplotlib inline \n", + "import pandas as pd \n", + "import matplotlib.pyplot as plt \n", + "import isoweek " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "raw_data = pd.read_csv(\"https://www.sentiweb.fr/datasets/incidence-PAY-3.csv\", skiprows=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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.................................
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1894 rows × 10 columns

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1893 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202106 3 23365 19231.0 27499.0 35 29.0 \n", + "1 202105 3 22426 18445.0 26407.0 34 28.0 \n", + "2 202104 3 25804 21491.0 30117.0 39 32.0 \n", + "3 202103 3 21810 17894.0 25726.0 33 27.0 \n", + "4 202102 3 17320 13906.0 20734.0 26 21.0 \n", + "5 202101 3 21799 17778.0 25820.0 33 27.0 \n", + "6 202053 3 21220 16498.0 25942.0 32 25.0 \n", + "7 202052 3 16428 12285.0 20571.0 25 19.0 \n", + "8 202051 3 21619 17370.0 25868.0 33 27.0 \n", + "9 202050 3 16845 13220.0 20470.0 26 20.0 \n", + "10 202049 3 12939 9923.0 15955.0 20 15.0 \n", + "11 202048 3 13804 10641.0 16967.0 21 16.0 \n", + "12 202047 3 19085 15285.0 22885.0 29 23.0 \n", + "13 202046 3 24801 20503.0 29099.0 38 31.0 \n", + "14 202045 3 42516 36857.0 48175.0 65 56.0 \n", + "15 202044 3 44567 38521.0 50613.0 68 59.0 \n", + "16 202043 3 43737 37523.0 49951.0 66 57.0 \n", + "17 202042 3 35145 29812.0 40478.0 53 45.0 \n", + "18 202041 3 27877 23206.0 32548.0 42 35.0 \n", + "19 202040 3 20443 16381.0 24505.0 31 25.0 \n", + "20 202039 3 19810 15900.0 23720.0 30 24.0 \n", + "21 202038 3 25562 21142.0 29982.0 39 32.0 \n", + "22 202037 3 18485 14649.0 22321.0 28 22.0 \n", + "23 202036 3 10390 7646.0 13134.0 16 12.0 \n", + "24 202035 3 9918 6842.0 12994.0 15 10.0 \n", + "25 202034 3 6084 3090.0 9078.0 9 4.0 \n", + "26 202033 3 6106 3411.0 8801.0 9 5.0 \n", + "27 202032 3 5918 3330.0 8506.0 9 5.0 \n", + "28 202031 3 4351 2269.0 6433.0 7 4.0 \n", + "29 202030 3 8179 5442.0 10916.0 12 8.0 \n", + "... ... ... ... ... ... ... ... \n", + "1864 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1865 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1866 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1867 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1868 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1869 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1870 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1871 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1872 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1873 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1874 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1875 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1876 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1877 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1878 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1879 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1880 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1881 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1882 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1883 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1884 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1885 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1886 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1887 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1888 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1889 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1890 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1891 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1892 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1893 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 41.0 FR France \n", + "1 40.0 FR France \n", + "2 46.0 FR France \n", + "3 39.0 FR France \n", + "4 31.0 FR France \n", + "5 39.0 FR France \n", + "6 39.0 FR France \n", + "7 31.0 FR France \n", + "8 39.0 FR France \n", + "9 32.0 FR France \n", + "10 25.0 FR France \n", + "11 26.0 FR France \n", + "12 35.0 FR France \n", + "13 45.0 FR France \n", + "14 74.0 FR France \n", + "15 77.0 FR France \n", + "16 75.0 FR France \n", + "17 61.0 FR France \n", + "18 49.0 FR France \n", + "19 37.0 FR France \n", + "20 36.0 FR France \n", + "21 46.0 FR France \n", + "22 34.0 FR France \n", + "23 20.0 FR France \n", + "24 20.0 FR France \n", + "25 14.0 FR France \n", + "26 13.0 FR France \n", + "27 13.0 FR France \n", + "28 10.0 FR France \n", + "29 16.0 FR France \n", + "... ... ... ... \n", + "1864 59.0 FR France \n", + "1865 64.0 FR France \n", + "1866 97.0 FR France \n", + "1867 93.0 FR France \n", + "1868 80.0 FR France \n", + "1869 116.0 FR France \n", + "1870 149.0 FR France \n", + "1871 281.0 FR France \n", + "1872 395.0 FR France \n", + "1873 485.0 FR France \n", + "1874 544.0 FR France \n", + "1875 689.0 FR France \n", + "1876 722.0 FR France \n", + "1877 762.0 FR France \n", + "1878 926.0 FR France \n", + "1879 1113.0 FR France \n", + "1880 1236.0 FR France \n", + "1881 832.0 FR France \n", + "1882 459.0 FR France \n", + "1883 207.0 FR France \n", + "1884 190.0 FR France \n", + "1885 198.0 FR France \n", + "1886 224.0 FR France \n", + "1887 266.0 FR France \n", + "1888 219.0 FR France \n", + "1889 176.0 FR France \n", + "1890 163.0 FR France \n", + "1891 195.0 FR France \n", + "1892 308.0 FR France \n", + "1893 213.0 FR France \n", + "\n", + "[1893 rows x 10 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "def convert_week(year_and_week_int):\n", + " year_and_week_str = str(year_and_week_int)\n", + " year = int(year_and_week_str[:4])\n", + " week = int(year_and_week_str[4:])\n", + " w = isoweek.Week(year, week)\n", + " return pd.Period(w.day(0),'W')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "hideCode": false, + "hidePrompt": false, + "scrolled": false + }, + "outputs": [ + { + "ename": "TypeError", + "evalue": "'DataFrame' object is not callable", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'period'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mconvert_week\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0myw\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0myw\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'W'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m: 'DataFrame' object is not callable" + ] + } + ], + "source": [ + "data['period'] = [convert_week(yw) for yw in data('week')]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "sorted_data = data.set_index('period').sort_index()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "sorted_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "periods = sprted_data.index\n", + "for p1, p2 in zip(periods[:-1], periods[1:]):\n", + " delta = p2.to_timestamp() - pl.end_time\n", + " if delta > pd.Timedelta('1s'):\n", + " print(p1, p2)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "source": [ + "Cela correspond à la semaine 19 de l'année 1989" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "sorted_data['inc']{0}" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "source": [ + "toute la colonne 'inc' est représantée par des chaines de caractères à a cause de trai en semain 19" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "sorted_data['inc'] = sorted_data['inc'].astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true, + "hideCode": false, + "hideOutput": true, + "hidePrompt": false + }, + "outputs": [], + "source": [ + "sorted_data['inc'].plot()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sorted_data['inc'][-200:].plot()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "hide_code_all_hidden": false, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} -- 2.18.1