From f58e1e155f2edbc36c556fc24854c4eadc16c795 Mon Sep 17 00:00:00 2001 From: 124a530ba3514b8b21dfcd859afbedad <124a530ba3514b8b21dfcd859afbedad@app-learninglab.inria.fr> Date: Wed, 5 Apr 2023 15:29:18 +0000 Subject: [PATCH] exo --- module2/exo3/exercice.ipynb | 80 +- module3/exo2/exercice.ipynb | 2276 ++++++++++++++++++++++++++++++++++- module3/exo2/varicelle.csv | 1688 ++++++++++++++++++++++++++ 3 files changed, 4038 insertions(+), 6 deletions(-) create mode 100644 module3/exo2/varicelle.csv diff --git a/module2/exo3/exercice.ipynb b/module2/exo3/exercice.ipynb index 0bbbe37..4056b01 100644 --- a/module2/exo3/exercice.ipynb +++ b/module2/exo3/exercice.ipynb @@ -1,5 +1,80 @@ { - "cells": [], + "cells": [ + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "fig, ax = plt.subplots()\n", + "\n", + "datas = [14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0]\n", + "\n", + "x = np.linspace(0, 100, np.size(datas))\n", + "\n", + "plt.plot(x, datas, 'b')\n", + "plt.grid()\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
0202312710252706313441151020FRFrance
120231174919288069587410FRFrance
220231074854273169777410FRFrance
3202309770044548946011715FRFrance
42023087817553161103412816FRFrance
5202307765953782940810614FRFrance
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820230476299397386259612FRFrance
920230376063379883289612FRFrance
102023027657630601009210515FRFrance
112023017815354701083612816FRFrance
1220225275171271776258412FRFrance
1320225176226382286309513FRFrance
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1720224776087373384419513FRFrance
182022467303313924674537FRFrance
192022457382717205934639FRFrance
202022447427122316311639FRFrance
2120224375863330284249513FRFrance
222022427377019505590639FRFrance
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2420224074883147282947212FRFrance
25202239720413313751306FRFrance
26202238717714193123315FRFrance
27202237717254992951315FRFrance
28202236710691781960213FRFrance
29202235715814002762204FRFrance
.................................
16561991267176081130423912312042FRFrance
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1686 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202312 7 10252 7063 13441 15 10 \n", + "1 202311 7 4919 2880 6958 7 4 \n", + "2 202310 7 4854 2731 6977 7 4 \n", + "3 202309 7 7004 4548 9460 11 7 \n", + "4 202308 7 8175 5316 11034 12 8 \n", + "5 202307 7 6595 3782 9408 10 6 \n", + "6 202306 7 9595 6017 13173 14 9 \n", + "7 202305 7 6237 3907 8567 9 5 \n", + "8 202304 7 6299 3973 8625 9 6 \n", + "9 202303 7 6063 3798 8328 9 6 \n", + "10 202302 7 6576 3060 10092 10 5 \n", + "11 202301 7 8153 5470 10836 12 8 \n", + "12 202252 7 5171 2717 7625 8 4 \n", + "13 202251 7 6226 3822 8630 9 5 \n", + "14 202250 7 6590 3100 10080 10 5 \n", + "15 202249 7 5095 3212 6978 8 5 \n", + "16 202248 7 4985 3043 6927 8 5 \n", + "17 202247 7 6087 3733 8441 9 5 \n", + "18 202246 7 3033 1392 4674 5 3 \n", + "19 202245 7 3827 1720 5934 6 3 \n", + "20 202244 7 4271 2231 6311 6 3 \n", + "21 202243 7 5863 3302 8424 9 5 \n", + "22 202242 7 3770 1950 5590 6 3 \n", + "23 202241 7 4177 2219 6135 6 3 \n", + "24 202240 7 4883 1472 8294 7 2 \n", + "25 202239 7 2041 331 3751 3 0 \n", + "26 202238 7 1771 419 3123 3 1 \n", + "27 202237 7 1725 499 2951 3 1 \n", + "28 202236 7 1069 178 1960 2 1 \n", + "29 202235 7 1581 400 2762 2 0 \n", + "... ... ... ... ... ... ... ... \n", + "1656 199126 7 17608 11304 23912 31 20 \n", + "1657 199125 7 16169 10700 21638 28 18 \n", + "1658 199124 7 16171 10071 22271 28 17 \n", + "1659 199123 7 11947 7671 16223 21 13 \n", + "1660 199122 7 15452 9953 20951 27 17 \n", + "1661 199121 7 14903 8975 20831 26 16 \n", + "1662 199120 7 19053 12742 25364 34 23 \n", + "1663 199119 7 16739 11246 22232 29 19 \n", + "1664 199118 7 21385 13882 28888 38 25 \n", + "1665 199117 7 13462 8877 18047 24 16 \n", + "1666 199116 7 14857 10068 19646 26 18 \n", + "1667 199115 7 13975 9781 18169 25 18 \n", + "1668 199114 7 12265 7684 16846 22 14 \n", + "1669 199113 7 9567 6041 13093 17 11 \n", + "1670 199112 7 10864 7331 14397 19 13 \n", + "1671 199111 7 15574 11184 19964 27 19 \n", + "1672 199110 7 16643 11372 21914 29 20 \n", + "1673 199109 7 13741 8780 18702 24 15 \n", + "1674 199108 7 13289 8813 17765 23 15 \n", + "1675 199107 7 12337 8077 16597 22 15 \n", + "1676 199106 7 10877 7013 14741 19 12 \n", + "1677 199105 7 10442 6544 14340 18 11 \n", + "1678 199104 7 7913 4563 11263 14 8 \n", + "1679 199103 7 15387 10484 20290 27 18 \n", + "1680 199102 7 16277 11046 21508 29 20 \n", + "1681 199101 7 15565 10271 20859 27 18 \n", + "1682 199052 7 19375 13295 25455 34 23 \n", + "1683 199051 7 19080 13807 24353 34 25 \n", + "1684 199050 7 11079 6660 15498 20 12 \n", + "1685 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 20 FR France \n", + "1 10 FR France \n", + "2 10 FR France \n", + "3 15 FR France \n", + "4 16 FR France \n", + "5 14 FR France \n", + "6 19 FR France \n", + "7 13 FR France \n", + "8 12 FR France \n", + "9 12 FR France \n", + "10 15 FR France \n", + "11 16 FR France \n", + "12 12 FR France \n", + "13 13 FR France \n", + "14 15 FR France \n", + "15 11 FR France \n", + "16 11 FR France \n", + "17 13 FR France \n", + "18 7 FR France \n", + "19 9 FR France \n", + "20 9 FR France \n", + "21 13 FR France \n", + "22 9 FR France \n", + "23 9 FR France \n", + "24 12 FR France \n", + "25 6 FR France \n", + "26 5 FR France \n", + "27 5 FR France \n", + "28 3 FR France \n", + "29 4 FR France \n", + "... ... ... ... \n", + "1656 42 FR France \n", + "1657 38 FR France \n", + "1658 39 FR France \n", + "1659 29 FR France \n", + "1660 37 FR France \n", + "1661 36 FR France \n", + "1662 45 FR France \n", + "1663 39 FR France \n", + "1664 51 FR France \n", + "1665 32 FR France \n", + "1666 34 FR France \n", + "1667 32 FR France \n", + "1668 30 FR France \n", + "1669 23 FR France \n", + "1670 25 FR France \n", + "1671 35 FR France \n", + "1672 38 FR France \n", + "1673 33 FR France \n", + "1674 31 FR France \n", + "1675 29 FR France \n", + "1676 26 FR France \n", + "1677 25 FR France \n", + "1678 20 FR France \n", + "1679 36 FR France \n", + "1680 38 FR France \n", + "1681 36 FR France \n", + "1682 45 FR France \n", + "1683 43 FR France \n", + "1684 28 FR France \n", + "1685 5 FR France \n", + "\n", + "[1686 rows x 10 columns]" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_url = \"https://www.sentiweb.fr/datasets/incidence-PAY-7.csv\"\n", + "\n", + "data_file = \"varicelle.csv\"\n", + "\n", + "import os\n", + "import urllib.request\n", + "if not os.path.exists(data_file):\n", + " urllib.request.urlretrieve(data_url, data_file)\n", + " \n", + "raw_data = pd.read_csv(data_file, encoding = 'iso-8859-1', skiprows=1)\n", + "raw_data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On vérifie s'il y a une ligne nulle." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [week, indicator, inc, inc_low, inc_up, inc100, inc100_low, inc100_up, geo_insee, geo_name]\n", + "Index: []" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data[raw_data.isnull().any(axis=1)]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Pas de problème, à part la première ligne de titres. Il n'est donc pas nécessaire de supprimer les données manquantes." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "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')\n", + "\n", + "data['period'] = [convert_week(yw) for yw in data['week']]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
period
1990-12-03/1990-12-091990497114302610205FRFrance
1990-12-10/1990-12-16199050711079666015498201228FRFrance
1990-12-17/1990-12-231990517190801380724353342543FRFrance
1990-12-24/1990-12-301990527193751329525455342345FRFrance
1990-12-31/1991-01-061991017155651027120859271836FRFrance
1991-01-07/1991-01-131991027162771104621508292038FRFrance
1991-01-14/1991-01-201991037153871048420290271836FRFrance
1991-01-21/1991-01-271991047791345631126314820FRFrance
1991-01-28/1991-02-03199105710442654414340181125FRFrance
1991-02-04/1991-02-10199106710877701314741191226FRFrance
1991-02-11/1991-02-17199107712337807716597221529FRFrance
1991-02-18/1991-02-24199108713289881317765231531FRFrance
1991-02-25/1991-03-03199109713741878018702241533FRFrance
1991-03-04/1991-03-101991107166431137221914292038FRFrance
1991-03-11/1991-03-171991117155741118419964271935FRFrance
1991-03-18/1991-03-24199112710864733114397191325FRFrance
1991-03-25/1991-03-3119911379567604113093171123FRFrance
1991-04-01/1991-04-07199114712265768416846221430FRFrance
1991-04-08/1991-04-14199115713975978118169251832FRFrance
1991-04-15/1991-04-211991167148571006819646261834FRFrance
1991-04-22/1991-04-28199117713462887718047241632FRFrance
1991-04-29/1991-05-051991187213851388228888382551FRFrance
1991-05-06/1991-05-121991197167391124622232291939FRFrance
1991-05-13/1991-05-191991207190531274225364342345FRFrance
1991-05-20/1991-05-26199121714903897520831261636FRFrance
1991-05-27/1991-06-02199122715452995320951271737FRFrance
1991-06-03/1991-06-09199123711947767116223211329FRFrance
1991-06-10/1991-06-161991247161711007122271281739FRFrance
1991-06-17/1991-06-231991257161691070021638281838FRFrance
1991-06-24/1991-06-301991267176081130423912312042FRFrance
.................................
2022-08-29/2022-09-04202235715814002762204FRFrance
2022-09-05/2022-09-11202236710691781960213FRFrance
2022-09-12/2022-09-18202237717254992951315FRFrance
2022-09-19/2022-09-25202238717714193123315FRFrance
2022-09-26/2022-10-02202239720413313751306FRFrance
2022-10-03/2022-10-0920224074883147282947212FRFrance
2022-10-10/2022-10-162022417417722196135639FRFrance
2022-10-17/2022-10-232022427377019505590639FRFrance
2022-10-24/2022-10-3020224375863330284249513FRFrance
2022-10-31/2022-11-062022447427122316311639FRFrance
2022-11-07/2022-11-132022457382717205934639FRFrance
2022-11-14/2022-11-202022467303313924674537FRFrance
2022-11-21/2022-11-2720224776087373384419513FRFrance
2022-11-28/2022-12-0420224874985304369278511FRFrance
2022-12-05/2022-12-1120224975095321269788511FRFrance
2022-12-12/2022-12-182022507659031001008010515FRFrance
2022-12-19/2022-12-2520225176226382286309513FRFrance
2022-12-26/2023-01-0120225275171271776258412FRFrance
2023-01-02/2023-01-082023017815354701083612816FRFrance
2023-01-09/2023-01-152023027657630601009210515FRFrance
2023-01-16/2023-01-2220230376063379883289612FRFrance
2023-01-23/2023-01-2920230476299397386259612FRFrance
2023-01-30/2023-02-0520230576237390785679513FRFrance
2023-02-06/2023-02-122023067959560171317314919FRFrance
2023-02-13/2023-02-19202307765953782940810614FRFrance
2023-02-20/2023-02-262023087817553161103412816FRFrance
2023-02-27/2023-03-05202309770044548946011715FRFrance
2023-03-06/2023-03-1220231074854273169777410FRFrance
2023-03-13/2023-03-1920231174919288069587410FRFrance
2023-03-20/2023-03-26202312710252706313441151020FRFrance
\n", + "

1686 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 \\\n", + "period \n", + "1990-12-03/1990-12-09 199049 7 1143 0 2610 2 \n", + "1990-12-10/1990-12-16 199050 7 11079 6660 15498 20 \n", + "1990-12-17/1990-12-23 199051 7 19080 13807 24353 34 \n", + "1990-12-24/1990-12-30 199052 7 19375 13295 25455 34 \n", + "1990-12-31/1991-01-06 199101 7 15565 10271 20859 27 \n", + "1991-01-07/1991-01-13 199102 7 16277 11046 21508 29 \n", + "1991-01-14/1991-01-20 199103 7 15387 10484 20290 27 \n", + "1991-01-21/1991-01-27 199104 7 7913 4563 11263 14 \n", + "1991-01-28/1991-02-03 199105 7 10442 6544 14340 18 \n", + "1991-02-04/1991-02-10 199106 7 10877 7013 14741 19 \n", + "1991-02-11/1991-02-17 199107 7 12337 8077 16597 22 \n", + "1991-02-18/1991-02-24 199108 7 13289 8813 17765 23 \n", + "1991-02-25/1991-03-03 199109 7 13741 8780 18702 24 \n", + "1991-03-04/1991-03-10 199110 7 16643 11372 21914 29 \n", + "1991-03-11/1991-03-17 199111 7 15574 11184 19964 27 \n", + "1991-03-18/1991-03-24 199112 7 10864 7331 14397 19 \n", + "1991-03-25/1991-03-31 199113 7 9567 6041 13093 17 \n", + "1991-04-01/1991-04-07 199114 7 12265 7684 16846 22 \n", + "1991-04-08/1991-04-14 199115 7 13975 9781 18169 25 \n", + "1991-04-15/1991-04-21 199116 7 14857 10068 19646 26 \n", + "1991-04-22/1991-04-28 199117 7 13462 8877 18047 24 \n", + "1991-04-29/1991-05-05 199118 7 21385 13882 28888 38 \n", + "1991-05-06/1991-05-12 199119 7 16739 11246 22232 29 \n", + "1991-05-13/1991-05-19 199120 7 19053 12742 25364 34 \n", + "1991-05-20/1991-05-26 199121 7 14903 8975 20831 26 \n", + "1991-05-27/1991-06-02 199122 7 15452 9953 20951 27 \n", + "1991-06-03/1991-06-09 199123 7 11947 7671 16223 21 \n", + "1991-06-10/1991-06-16 199124 7 16171 10071 22271 28 \n", + "1991-06-17/1991-06-23 199125 7 16169 10700 21638 28 \n", + "1991-06-24/1991-06-30 199126 7 17608 11304 23912 31 \n", + "... ... ... ... ... ... ... \n", + "2022-08-29/2022-09-04 202235 7 1581 400 2762 2 \n", + "2022-09-05/2022-09-11 202236 7 1069 178 1960 2 \n", + "2022-09-12/2022-09-18 202237 7 1725 499 2951 3 \n", + "2022-09-19/2022-09-25 202238 7 1771 419 3123 3 \n", + "2022-09-26/2022-10-02 202239 7 2041 331 3751 3 \n", + "2022-10-03/2022-10-09 202240 7 4883 1472 8294 7 \n", + "2022-10-10/2022-10-16 202241 7 4177 2219 6135 6 \n", + "2022-10-17/2022-10-23 202242 7 3770 1950 5590 6 \n", + "2022-10-24/2022-10-30 202243 7 5863 3302 8424 9 \n", + "2022-10-31/2022-11-06 202244 7 4271 2231 6311 6 \n", + "2022-11-07/2022-11-13 202245 7 3827 1720 5934 6 \n", + "2022-11-14/2022-11-20 202246 7 3033 1392 4674 5 \n", + "2022-11-21/2022-11-27 202247 7 6087 3733 8441 9 \n", + "2022-11-28/2022-12-04 202248 7 4985 3043 6927 8 \n", + "2022-12-05/2022-12-11 202249 7 5095 3212 6978 8 \n", + "2022-12-12/2022-12-18 202250 7 6590 3100 10080 10 \n", + "2022-12-19/2022-12-25 202251 7 6226 3822 8630 9 \n", + "2022-12-26/2023-01-01 202252 7 5171 2717 7625 8 \n", + "2023-01-02/2023-01-08 202301 7 8153 5470 10836 12 \n", + "2023-01-09/2023-01-15 202302 7 6576 3060 10092 10 \n", + "2023-01-16/2023-01-22 202303 7 6063 3798 8328 9 \n", + "2023-01-23/2023-01-29 202304 7 6299 3973 8625 9 \n", + "2023-01-30/2023-02-05 202305 7 6237 3907 8567 9 \n", + "2023-02-06/2023-02-12 202306 7 9595 6017 13173 14 \n", + "2023-02-13/2023-02-19 202307 7 6595 3782 9408 10 \n", + "2023-02-20/2023-02-26 202308 7 8175 5316 11034 12 \n", + "2023-02-27/2023-03-05 202309 7 7004 4548 9460 11 \n", + "2023-03-06/2023-03-12 202310 7 4854 2731 6977 7 \n", + "2023-03-13/2023-03-19 202311 7 4919 2880 6958 7 \n", + "2023-03-20/2023-03-26 202312 7 10252 7063 13441 15 \n", + "\n", + " inc100_low inc100_up geo_insee geo_name \n", + "period \n", + "1990-12-03/1990-12-09 0 5 FR France \n", + "1990-12-10/1990-12-16 12 28 FR France \n", + "1990-12-17/1990-12-23 25 43 FR France \n", + "1990-12-24/1990-12-30 23 45 FR France \n", + "1990-12-31/1991-01-06 18 36 FR France \n", + "1991-01-07/1991-01-13 20 38 FR France \n", + "1991-01-14/1991-01-20 18 36 FR France \n", + "1991-01-21/1991-01-27 8 20 FR France \n", + "1991-01-28/1991-02-03 11 25 FR France \n", + "1991-02-04/1991-02-10 12 26 FR France \n", + "1991-02-11/1991-02-17 15 29 FR France \n", + "1991-02-18/1991-02-24 15 31 FR France \n", + "1991-02-25/1991-03-03 15 33 FR France \n", + "1991-03-04/1991-03-10 20 38 FR France \n", + "1991-03-11/1991-03-17 19 35 FR France \n", + "1991-03-18/1991-03-24 13 25 FR France \n", + "1991-03-25/1991-03-31 11 23 FR France \n", + "1991-04-01/1991-04-07 14 30 FR France \n", + "1991-04-08/1991-04-14 18 32 FR France \n", + "1991-04-15/1991-04-21 18 34 FR France \n", + "1991-04-22/1991-04-28 16 32 FR France \n", + "1991-04-29/1991-05-05 25 51 FR France \n", + "1991-05-06/1991-05-12 19 39 FR France \n", + "1991-05-13/1991-05-19 23 45 FR France \n", + "1991-05-20/1991-05-26 16 36 FR France \n", + "1991-05-27/1991-06-02 17 37 FR France \n", + "1991-06-03/1991-06-09 13 29 FR France \n", + "1991-06-10/1991-06-16 17 39 FR France \n", + "1991-06-17/1991-06-23 18 38 FR France \n", + "1991-06-24/1991-06-30 20 42 FR France \n", + "... ... ... ... ... \n", + "2022-08-29/2022-09-04 0 4 FR France \n", + "2022-09-05/2022-09-11 1 3 FR France \n", + "2022-09-12/2022-09-18 1 5 FR France \n", + "2022-09-19/2022-09-25 1 5 FR France \n", + "2022-09-26/2022-10-02 0 6 FR France \n", + "2022-10-03/2022-10-09 2 12 FR France \n", + "2022-10-10/2022-10-16 3 9 FR France \n", + "2022-10-17/2022-10-23 3 9 FR France \n", + "2022-10-24/2022-10-30 5 13 FR France \n", + "2022-10-31/2022-11-06 3 9 FR France \n", + "2022-11-07/2022-11-13 3 9 FR France \n", + "2022-11-14/2022-11-20 3 7 FR France \n", + "2022-11-21/2022-11-27 5 13 FR France \n", + "2022-11-28/2022-12-04 5 11 FR France \n", + "2022-12-05/2022-12-11 5 11 FR France \n", + "2022-12-12/2022-12-18 5 15 FR France \n", + "2022-12-19/2022-12-25 5 13 FR France \n", + "2022-12-26/2023-01-01 4 12 FR France \n", + "2023-01-02/2023-01-08 8 16 FR France \n", + "2023-01-09/2023-01-15 5 15 FR France \n", + "2023-01-16/2023-01-22 6 12 FR France \n", + "2023-01-23/2023-01-29 6 12 FR France \n", + "2023-01-30/2023-02-05 5 13 FR France \n", + "2023-02-06/2023-02-12 9 19 FR France \n", + "2023-02-13/2023-02-19 6 14 FR France \n", + "2023-02-20/2023-02-26 8 16 FR France \n", + "2023-02-27/2023-03-05 7 15 FR France \n", + "2023-03-06/2023-03-12 4 10 FR France \n", + "2023-03-13/2023-03-19 4 10 FR France \n", + "2023-03-20/2023-03-26 10 20 FR France \n", + "\n", + "[1686 rows x 10 columns]" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sorted_data = data.set_index('period').sort_index()\n", + "sorted_data" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "periods = sorted_data.index\n", + "for p1, p2 in zip(periods[:-1], periods[1:]):\n", + " delta = p2.to_timestamp() - p1.end_time\n", + " if delta > pd.Timedelta('1s'):\n", + " print(p1, p2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Aucun problème." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": { + "hideOutput": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sorted_data['inc'].plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On doit nécessairement changer la ligne ci-dessous, car on s'intéresse a 1er septembre, et que y part de 1991, non plus de 1985." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "first_sept_week = [pd.Period(pd.Timestamp(y, 9, 1), 'W')\n", + " for y in range(1991,\n", + " sorted_data.index[-1].year)]" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "year = []\n", + "yearly_incidence = []\n", + "for week1, week2 in zip(first_sept_week[:-1],\n", + " first_sept_week[1:]):\n", + " one_year = sorted_data['inc'][week1:week2-1]\n", + " assert abs(len(one_year)-52) < 2 # message d'erreur si la condition n'est pas satisfaite\n", + " yearly_incidence.append(one_year.sum())\n", + " year.append(week2.year)\n", + "yearly_incidence = pd.Series(data=yearly_incidence, index=year)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "yearly_incidence = pd.Series(index=year, data=yearly_incidence)\n", + "yearly_incidence.plot(style='.')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On cherche les épidémies les plus fortes et les plus faibles." + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2020 221186\n", + "2021 376290\n", + "2002 516689\n", + "2018 542312\n", + "2017 551041\n", + "1996 564901\n", + "2019 584066\n", + "2015 604382\n", + "2000 617597\n", + "2001 619041\n", + "2012 624573\n", + "2005 628464\n", + "2006 632833\n", + "2022 641397\n", + "2011 642368\n", + "1993 643387\n", + "1995 652478\n", + "1994 661409\n", + "1998 677775\n", + "1997 683434\n", + "2014 685769\n", + "2013 698332\n", + "2007 717352\n", + "2008 749478\n", + "1999 756456\n", + "2003 758363\n", + "2004 777388\n", + "2016 782114\n", + "2010 829911\n", + "1992 832939\n", + "2009 842373\n", + "dtype: int64" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "yearly_incidence.sort_values()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + } + ], "metadata": { "kernelspec": { "display_name": "Python 3", @@ -16,10 +2287,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.3" + "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 2 } - diff --git a/module3/exo2/varicelle.csv b/module3/exo2/varicelle.csv new file mode 100644 index 0000000..2a0c816 --- /dev/null +++ b/module3/exo2/varicelle.csv @@ -0,0 +1,1688 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202312],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, 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