From fbc3a98be52eee18f5fd6f7e09a4389e268d0945 Mon Sep 17 00:00:00 2001 From: c6b76b23b68ff2880e300802cab9a6e3 Date: Wed, 19 Aug 2020 14:20:32 +0000 Subject: [PATCH] MAJ exercice 2 (module 3) --- module3/exo2/analyse-syndrome-varicelle.ipynb | 1203 +++++++++++++ module3/exo2/exercice.ipynb | 25 - module3/exo2/local-syndrome-varicelle.csv | 1551 +++++++++++++++++ 3 files changed, 2754 insertions(+), 25 deletions(-) create mode 100644 module3/exo2/analyse-syndrome-varicelle.ipynb delete mode 100644 module3/exo2/exercice.ipynb create mode 100644 module3/exo2/local-syndrome-varicelle.csv diff --git a/module3/exo2/analyse-syndrome-varicelle.ipynb b/module3/exo2/analyse-syndrome-varicelle.ipynb new file mode 100644 index 0000000..e6ffbdc --- /dev/null +++ b/module3/exo2/analyse-syndrome-varicelle.ipynb @@ -0,0 +1,1203 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Incidence du syndrome de la varicelle" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "# https://matplotlib.org/api/pyplot_api.html\n", + "import matplotlib.pyplot as plt\n", + "# https://pandas.pydata.org\n", + "import pandas as pd\n", + "# https://pypi.org/project/isoweek/\n", + "import isoweek" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Les données de l'incidence du syndrome de la varicelle sont disponibles du site Web du Réseau Sentinelles : https://www.sentiweb.fr/france/fr/?page=table\n", + "\n", + "Nous les récupérons sous forme d'un fichier en format CSV dont chaque ligne correspond à une semaine de la période demandée.\n", + "\n", + "Nous téléchargeons toujours le jeu de données complet, qui commence en 1990 (et avant ?) et se termine avec une semaine récente." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# URL par défaut sur le portail du réseau Sentinelles\n", + "data_url = \"https://www.sentiweb.fr/datasets/incidence-PAY-7.csv\"\n", + "# Fichier local à utiliser dans tous les cas\n", + "data_local = \"local-syndrome-varicelle.csv\"\n", + "\n", + "# https://docs.python.org/fr/3.6/library/os.html\n", + "# https://docs.python.org/fr/3.6/library/os.path.html#module-os.path\n", + "import os\n", + "# https://docs.python.org/fr/3/library/urllib.html\n", + "import urllib.request\n", + "\n", + "# Est-ce que le fichier local existe ?\n", + "if not os.path.exists(data_local):\n", + " print(\"Récupération des données via \" + data_url)\n", + " urllib.request.urlretrieve(data_url, data_local)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Données brutes" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
0202032725596244494417FRFrance
1202031713031002506204FRFrance
220203071385752695204FRFrance
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9202023755811115102FRFrance
1020202272770633001FRFrance
112020217602361168102FRFrance
122020207824201628102FRFrance
1320201973100753001FRFrance
142020187849981600102FRFrance
1520201772720658001FRFrance
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17202015719186753161315FRFrance
182020147387922275531639FRFrance
19202013773265236941611814FRFrance
202020127812357901045612816FRFrance
21202011710198756812828151119FRFrance
2220201079011669111331141018FRFrance
232020097136311054416718211626FRFrance
24202008710424770813140161220FRFrance
2520200778959657411344141018FRFrance
2620200679264692511603141018FRFrance
2720200578505631410696131016FRFrance
282020047799158311015112915FRFrance
2920200375968410078369612FRFrance
.................................
15191991267176081130423912312042FRFrance
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15211991247161711007122271281739FRFrance
1522199123711947767116223211329FRFrance
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1524199121714903897520831261636FRFrance
15251991207190531274225364342345FRFrance
15261991197167391124622232291939FRFrance
15271991187213851388228888382551FRFrance
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15351991107166431137221914292038FRFrance
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1540199105710442654414340181125FRFrance
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15481990497114302610205FRFrance
\n", + "

1549 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202032 7 2559 624 4494 4 1 \n", + "1 202031 7 1303 100 2506 2 0 \n", + "2 202030 7 1385 75 2695 2 0 \n", + "3 202029 7 841 10 1672 1 0 \n", + "4 202028 7 728 0 1515 1 0 \n", + "5 202027 7 986 149 1823 1 0 \n", + "6 202026 7 694 0 1454 1 0 \n", + "7 202025 7 228 0 597 0 0 \n", + "8 202024 7 388 0 959 1 0 \n", + "9 202023 7 558 1 1115 1 0 \n", + "10 202022 7 277 0 633 0 0 \n", + "11 202021 7 602 36 1168 1 0 \n", + "12 202020 7 824 20 1628 1 0 \n", + "13 202019 7 310 0 753 0 0 \n", + "14 202018 7 849 98 1600 1 0 \n", + "15 202017 7 272 0 658 0 0 \n", + "16 202016 7 758 78 1438 1 0 \n", + "17 202015 7 1918 675 3161 3 1 \n", + "18 202014 7 3879 2227 5531 6 3 \n", + "19 202013 7 7326 5236 9416 11 8 \n", + "20 202012 7 8123 5790 10456 12 8 \n", + "21 202011 7 10198 7568 12828 15 11 \n", + "22 202010 7 9011 6691 11331 14 10 \n", + "23 202009 7 13631 10544 16718 21 16 \n", + "24 202008 7 10424 7708 13140 16 12 \n", + "25 202007 7 8959 6574 11344 14 10 \n", + "26 202006 7 9264 6925 11603 14 10 \n", + "27 202005 7 8505 6314 10696 13 10 \n", + "28 202004 7 7991 5831 10151 12 9 \n", + "29 202003 7 5968 4100 7836 9 6 \n", + "... ... ... ... ... ... ... ... \n", + "1519 199126 7 17608 11304 23912 31 20 \n", + "1520 199125 7 16169 10700 21638 28 18 \n", + "1521 199124 7 16171 10071 22271 28 17 \n", + "1522 199123 7 11947 7671 16223 21 13 \n", + "1523 199122 7 15452 9953 20951 27 17 \n", + "1524 199121 7 14903 8975 20831 26 16 \n", + "1525 199120 7 19053 12742 25364 34 23 \n", + "1526 199119 7 16739 11246 22232 29 19 \n", + "1527 199118 7 21385 13882 28888 38 25 \n", + "1528 199117 7 13462 8877 18047 24 16 \n", + "1529 199116 7 14857 10068 19646 26 18 \n", + "1530 199115 7 13975 9781 18169 25 18 \n", + "1531 199114 7 12265 7684 16846 22 14 \n", + "1532 199113 7 9567 6041 13093 17 11 \n", + "1533 199112 7 10864 7331 14397 19 13 \n", + "1534 199111 7 15574 11184 19964 27 19 \n", + "1535 199110 7 16643 11372 21914 29 20 \n", + "1536 199109 7 13741 8780 18702 24 15 \n", + "1537 199108 7 13289 8813 17765 23 15 \n", + "1538 199107 7 12337 8077 16597 22 15 \n", + "1539 199106 7 10877 7013 14741 19 12 \n", + "1540 199105 7 10442 6544 14340 18 11 \n", + "1541 199104 7 7913 4563 11263 14 8 \n", + "1542 199103 7 15387 10484 20290 27 18 \n", + "1543 199102 7 16277 11046 21508 29 20 \n", + "1544 199101 7 15565 10271 20859 27 18 \n", + "1545 199052 7 19375 13295 25455 34 23 \n", + "1546 199051 7 19080 13807 24353 34 25 \n", + "1547 199050 7 11079 6660 15498 20 12 \n", + "1548 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 7 FR France \n", + "1 4 FR France \n", + "2 4 FR France \n", + "3 2 FR France \n", + "4 2 FR France \n", + "5 2 FR France \n", + "6 2 FR France \n", + "7 1 FR France \n", + "8 2 FR France \n", + "9 2 FR France \n", + "10 1 FR France \n", + "11 2 FR France \n", + "12 2 FR France \n", + "13 1 FR France \n", + "14 2 FR France \n", + "15 1 FR France \n", + "16 2 FR France \n", + "17 5 FR France \n", + "18 9 FR France \n", + "19 14 FR France \n", + "20 16 FR France \n", + "21 19 FR France \n", + "22 18 FR France \n", + "23 26 FR France \n", + "24 20 FR France \n", + "25 18 FR France \n", + "26 18 FR France \n", + "27 16 FR France \n", + "28 15 FR France \n", + "29 12 FR France \n", + "... ... ... ... \n", + "1519 42 FR France \n", + "1520 38 FR France \n", + "1521 39 FR France \n", + "1522 29 FR France \n", + "1523 37 FR France \n", + "1524 36 FR France \n", + "1525 45 FR France \n", + "1526 39 FR France \n", + "1527 51 FR France \n", + "1528 32 FR France \n", + "1529 34 FR France \n", + "1530 32 FR France \n", + "1531 30 FR France \n", + "1532 23 FR France \n", + "1533 25 FR France \n", + "1534 35 FR France \n", + "1535 38 FR France \n", + "1536 33 FR France \n", + "1537 31 FR France \n", + "1538 29 FR France \n", + "1539 26 FR France \n", + "1540 25 FR France \n", + "1541 20 FR France \n", + "1542 36 FR France \n", + "1543 38 FR France \n", + "1544 36 FR France \n", + "1545 45 FR France \n", + "1546 43 FR France \n", + "1547 28 FR France \n", + "1548 5 FR France \n", + "\n", + "[1549 rows x 10 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data = pd.read_csv(data_local, skiprows=1)\n", + "raw_data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ici pas de données manquantes ! :)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Premier aperçu" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Fonction précédente de conversion de la date et des numéros de semaine\n", + "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')\n", + "\n", + "raw_data['period'] = [convert_week(yw) for yw in raw_data['week']]\n", + "\n", + "# Ici pas de soucis avec le \"TimeDelta\"\n", + "sorted_data = raw_data.set_index('period').sort_index()\n", + "sorted_data['inc'].plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Un second pic en 2016\n", + "sorted_data['inc'][-400:].plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Etude de l'incidence annuelle" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb deleted file mode 100644 index 0bbbe37..0000000 --- a/module3/exo2/exercice.ipynb +++ /dev/null @@ -1,25 +0,0 @@ -{ - "cells": [], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} - diff --git a/module3/exo2/local-syndrome-varicelle.csv b/module3/exo2/local-syndrome-varicelle.csv new file mode 100644 index 0000000..cf7f586 --- /dev/null +++ b/module3/exo2/local-syndrome-varicelle.csv @@ -0,0 +1,1551 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202032],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, @date=2020-08-19T15:17:48+02:00 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