diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb index 0bbbe371b01e359e381e43239412d77bf53fb1fb..04cdcaf324c960bde1f332ce0c51bea3de2827e7 100644 --- a/module3/exo2/exercice.ipynb +++ b/module3/exo2/exercice.ipynb @@ -1,5 +1,2230 @@ { - "cells": [], + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Incidence de la variole" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import isoweek\n", + "import os\n", + "import urllib" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On demande au notebook la position actuelle pour savoir où télécharger les données" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/jovyan/work/module3/exo2\r\n" + ] + } + ], + "source": [ + "!pwd" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On télécharge le fichier en local si il n'y est pas déjà" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "data_url = 'http://www.sentiweb.fr/datasets/incidence-PAY-7.csv'\n", + "file_path = '/home/jovyan/work/module3/exo2/incidence-PAY-7.csv'\n", + "if not(os.path.isfile(file_path)):\n", + " urllib.request.urlretrieve(data_url, file_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020225275239272177578412FRFrance
120225176226382286309513FRFrance
22022507659031001008010515FRFrance
320224975095321269788511FRFrance
420224874985304369278511FRFrance
520224776087373384419513FRFrance
62022467303313924674537FRFrance
72022457382717205934639FRFrance
82022447427122316311639FRFrance
920224375863330284249513FRFrance
102022427377019505590639FRFrance
112022417417722196135639FRFrance
1220224074883147282947212FRFrance
13202239720413313751306FRFrance
14202238717714193123315FRFrance
15202237717254992951315FRFrance
16202236710691781960213FRFrance
17202235715814002762204FRFrance
18202234722667883744315FRFrance
192022337734001739911026FRFrance
202022327780140861151612618FRFrance
21202231768964170962210614FRFrance
222022307903957701230814919FRFrance
232022297148511006019642221529FRFrance
242022287154711102819914231630FRFrance
252022277211911619826184322440FRFrance
262022267168541280620902251931FRFrance
272022257222461801126481342840FRFrance
282022247224581810526811342741FRFrance
292022237187721487522669282234FRFrance
.................................
16441991267176081130423912312042FRFrance
16451991257161691070021638281838FRFrance
16461991247161711007122271281739FRFrance
1647199123711947767116223211329FRFrance
1648199122715452995320951271737FRFrance
1649199121714903897520831261636FRFrance
16501991207190531274225364342345FRFrance
16511991197167391124622232291939FRFrance
16521991187213851388228888382551FRFrance
1653199117713462887718047241632FRFrance
16541991167148571006819646261834FRFrance
1655199115713975978118169251832FRFrance
1656199114712265768416846221430FRFrance
165719911379567604113093171123FRFrance
1658199112710864733114397191325FRFrance
16591991117155741118419964271935FRFrance
16601991107166431137221914292038FRFrance
1661199109713741878018702241533FRFrance
1662199108713289881317765231531FRFrance
1663199107712337807716597221529FRFrance
1664199106710877701314741191226FRFrance
1665199105710442654414340181125FRFrance
16661991047791345631126314820FRFrance
16671991037153871048420290271836FRFrance
16681991027162771104621508292038FRFrance
16691991017155651027120859271836FRFrance
16701990527193751329525455342345FRFrance
16711990517190801380724353342543FRFrance
1672199050711079666015498201228FRFrance
16731990497114302610205FRFrance
\n", + "

1674 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202252 7 5239 2721 7757 8 4 \n", + "1 202251 7 6226 3822 8630 9 5 \n", + "2 202250 7 6590 3100 10080 10 5 \n", + "3 202249 7 5095 3212 6978 8 5 \n", + "4 202248 7 4985 3043 6927 8 5 \n", + "5 202247 7 6087 3733 8441 9 5 \n", + "6 202246 7 3033 1392 4674 5 3 \n", + "7 202245 7 3827 1720 5934 6 3 \n", + "8 202244 7 4271 2231 6311 6 3 \n", + "9 202243 7 5863 3302 8424 9 5 \n", + "10 202242 7 3770 1950 5590 6 3 \n", + "11 202241 7 4177 2219 6135 6 3 \n", + "12 202240 7 4883 1472 8294 7 2 \n", + "13 202239 7 2041 331 3751 3 0 \n", + "14 202238 7 1771 419 3123 3 1 \n", + "15 202237 7 1725 499 2951 3 1 \n", + "16 202236 7 1069 178 1960 2 1 \n", + "17 202235 7 1581 400 2762 2 0 \n", + "18 202234 7 2266 788 3744 3 1 \n", + "19 202233 7 7340 0 17399 11 0 \n", + "20 202232 7 7801 4086 11516 12 6 \n", + "21 202231 7 6896 4170 9622 10 6 \n", + "22 202230 7 9039 5770 12308 14 9 \n", + "23 202229 7 14851 10060 19642 22 15 \n", + "24 202228 7 15471 11028 19914 23 16 \n", + "25 202227 7 21191 16198 26184 32 24 \n", + "26 202226 7 16854 12806 20902 25 19 \n", + "27 202225 7 22246 18011 26481 34 28 \n", + "28 202224 7 22458 18105 26811 34 27 \n", + "29 202223 7 18772 14875 22669 28 22 \n", + "... ... ... ... ... ... ... ... \n", + "1644 199126 7 17608 11304 23912 31 20 \n", + "1645 199125 7 16169 10700 21638 28 18 \n", + "1646 199124 7 16171 10071 22271 28 17 \n", + "1647 199123 7 11947 7671 16223 21 13 \n", + "1648 199122 7 15452 9953 20951 27 17 \n", + "1649 199121 7 14903 8975 20831 26 16 \n", + "1650 199120 7 19053 12742 25364 34 23 \n", + "1651 199119 7 16739 11246 22232 29 19 \n", + "1652 199118 7 21385 13882 28888 38 25 \n", + "1653 199117 7 13462 8877 18047 24 16 \n", + "1654 199116 7 14857 10068 19646 26 18 \n", + "1655 199115 7 13975 9781 18169 25 18 \n", + "1656 199114 7 12265 7684 16846 22 14 \n", + "1657 199113 7 9567 6041 13093 17 11 \n", + "1658 199112 7 10864 7331 14397 19 13 \n", + "1659 199111 7 15574 11184 19964 27 19 \n", + "1660 199110 7 16643 11372 21914 29 20 \n", + "1661 199109 7 13741 8780 18702 24 15 \n", + "1662 199108 7 13289 8813 17765 23 15 \n", + "1663 199107 7 12337 8077 16597 22 15 \n", + "1664 199106 7 10877 7013 14741 19 12 \n", + "1665 199105 7 10442 6544 14340 18 11 \n", + "1666 199104 7 7913 4563 11263 14 8 \n", + "1667 199103 7 15387 10484 20290 27 18 \n", + "1668 199102 7 16277 11046 21508 29 20 \n", + "1669 199101 7 15565 10271 20859 27 18 \n", + "1670 199052 7 19375 13295 25455 34 23 \n", + "1671 199051 7 19080 13807 24353 34 25 \n", + "1672 199050 7 11079 6660 15498 20 12 \n", + "1673 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 12 FR France \n", + "1 13 FR France \n", + "2 15 FR France \n", + "3 11 FR France \n", + "4 11 FR France \n", + "5 13 FR France \n", + "6 7 FR France \n", + "7 9 FR France \n", + "8 9 FR France \n", + "9 13 FR France \n", + "10 9 FR France \n", + "11 9 FR France \n", + "12 12 FR France \n", + "13 6 FR France \n", + "14 5 FR France \n", + "15 5 FR France \n", + "16 3 FR France \n", + "17 4 FR France \n", + "18 5 FR France \n", + "19 26 FR France \n", + "20 18 FR France \n", + "21 14 FR France \n", + "22 19 FR France \n", + "23 29 FR France \n", + "24 30 FR France \n", + "25 40 FR France \n", + "26 31 FR France \n", + "27 40 FR France \n", + "28 41 FR France \n", + "29 34 FR France \n", + "... ... ... ... \n", + "1644 42 FR France \n", + "1645 38 FR France \n", + "1646 39 FR France \n", + "1647 29 FR France \n", + "1648 37 FR France \n", + "1649 36 FR France \n", + "1650 45 FR France \n", + "1651 39 FR France \n", + "1652 51 FR France \n", + "1653 32 FR France \n", + "1654 34 FR France \n", + "1655 32 FR France \n", + "1656 30 FR France \n", + "1657 23 FR France \n", + "1658 25 FR France \n", + "1659 35 FR France \n", + "1660 38 FR France \n", + "1661 33 FR France \n", + "1662 31 FR France \n", + "1663 29 FR France \n", + "1664 26 FR France \n", + "1665 25 FR France \n", + "1666 20 FR France \n", + "1667 36 FR France \n", + "1668 38 FR France \n", + "1669 36 FR France \n", + "1670 45 FR France \n", + "1671 43 FR France \n", + "1672 28 FR France \n", + "1673 5 FR France \n", + "\n", + "[1674 rows x 10 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data = pd.read_csv(file_path, skiprows=1)\n", + "raw_data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Y a-t-il des valeurs vides ? Si oui on les supprime" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020225275239272177578412FRFrance
120225176226382286309513FRFrance
22022507659031001008010515FRFrance
320224975095321269788511FRFrance
420224874985304369278511FRFrance
520224776087373384419513FRFrance
62022467303313924674537FRFrance
72022457382717205934639FRFrance
82022447427122316311639FRFrance
920224375863330284249513FRFrance
102022427377019505590639FRFrance
112022417417722196135639FRFrance
1220224074883147282947212FRFrance
13202239720413313751306FRFrance
14202238717714193123315FRFrance
15202237717254992951315FRFrance
16202236710691781960213FRFrance
17202235715814002762204FRFrance
18202234722667883744315FRFrance
192022337734001739911026FRFrance
202022327780140861151612618FRFrance
21202231768964170962210614FRFrance
222022307903957701230814919FRFrance
232022297148511006019642221529FRFrance
242022287154711102819914231630FRFrance
252022277211911619826184322440FRFrance
262022267168541280620902251931FRFrance
272022257222461801126481342840FRFrance
282022247224581810526811342741FRFrance
292022237187721487522669282234FRFrance
.................................
16441991267176081130423912312042FRFrance
16451991257161691070021638281838FRFrance
16461991247161711007122271281739FRFrance
1647199123711947767116223211329FRFrance
1648199122715452995320951271737FRFrance
1649199121714903897520831261636FRFrance
16501991207190531274225364342345FRFrance
16511991197167391124622232291939FRFrance
16521991187213851388228888382551FRFrance
1653199117713462887718047241632FRFrance
16541991167148571006819646261834FRFrance
1655199115713975978118169251832FRFrance
1656199114712265768416846221430FRFrance
165719911379567604113093171123FRFrance
1658199112710864733114397191325FRFrance
16591991117155741118419964271935FRFrance
16601991107166431137221914292038FRFrance
1661199109713741878018702241533FRFrance
1662199108713289881317765231531FRFrance
1663199107712337807716597221529FRFrance
1664199106710877701314741191226FRFrance
1665199105710442654414340181125FRFrance
16661991047791345631126314820FRFrance
16671991037153871048420290271836FRFrance
16681991027162771104621508292038FRFrance
16691991017155651027120859271836FRFrance
16701990527193751329525455342345FRFrance
16711990517190801380724353342543FRFrance
1672199050711079666015498201228FRFrance
16731990497114302610205FRFrance
\n", + "

1674 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202252 7 5239 2721 7757 8 4 \n", + "1 202251 7 6226 3822 8630 9 5 \n", + "2 202250 7 6590 3100 10080 10 5 \n", + "3 202249 7 5095 3212 6978 8 5 \n", + "4 202248 7 4985 3043 6927 8 5 \n", + "5 202247 7 6087 3733 8441 9 5 \n", + "6 202246 7 3033 1392 4674 5 3 \n", + "7 202245 7 3827 1720 5934 6 3 \n", + "8 202244 7 4271 2231 6311 6 3 \n", + "9 202243 7 5863 3302 8424 9 5 \n", + "10 202242 7 3770 1950 5590 6 3 \n", + "11 202241 7 4177 2219 6135 6 3 \n", + "12 202240 7 4883 1472 8294 7 2 \n", + "13 202239 7 2041 331 3751 3 0 \n", + "14 202238 7 1771 419 3123 3 1 \n", + "15 202237 7 1725 499 2951 3 1 \n", + "16 202236 7 1069 178 1960 2 1 \n", + "17 202235 7 1581 400 2762 2 0 \n", + "18 202234 7 2266 788 3744 3 1 \n", + "19 202233 7 7340 0 17399 11 0 \n", + "20 202232 7 7801 4086 11516 12 6 \n", + "21 202231 7 6896 4170 9622 10 6 \n", + "22 202230 7 9039 5770 12308 14 9 \n", + "23 202229 7 14851 10060 19642 22 15 \n", + "24 202228 7 15471 11028 19914 23 16 \n", + "25 202227 7 21191 16198 26184 32 24 \n", + "26 202226 7 16854 12806 20902 25 19 \n", + "27 202225 7 22246 18011 26481 34 28 \n", + "28 202224 7 22458 18105 26811 34 27 \n", + "29 202223 7 18772 14875 22669 28 22 \n", + "... ... ... ... ... ... ... ... \n", + "1644 199126 7 17608 11304 23912 31 20 \n", + "1645 199125 7 16169 10700 21638 28 18 \n", + "1646 199124 7 16171 10071 22271 28 17 \n", + "1647 199123 7 11947 7671 16223 21 13 \n", + "1648 199122 7 15452 9953 20951 27 17 \n", + "1649 199121 7 14903 8975 20831 26 16 \n", + "1650 199120 7 19053 12742 25364 34 23 \n", + "1651 199119 7 16739 11246 22232 29 19 \n", + "1652 199118 7 21385 13882 28888 38 25 \n", + "1653 199117 7 13462 8877 18047 24 16 \n", + "1654 199116 7 14857 10068 19646 26 18 \n", + "1655 199115 7 13975 9781 18169 25 18 \n", + "1656 199114 7 12265 7684 16846 22 14 \n", + "1657 199113 7 9567 6041 13093 17 11 \n", + "1658 199112 7 10864 7331 14397 19 13 \n", + "1659 199111 7 15574 11184 19964 27 19 \n", + "1660 199110 7 16643 11372 21914 29 20 \n", + "1661 199109 7 13741 8780 18702 24 15 \n", + "1662 199108 7 13289 8813 17765 23 15 \n", + "1663 199107 7 12337 8077 16597 22 15 \n", + "1664 199106 7 10877 7013 14741 19 12 \n", + "1665 199105 7 10442 6544 14340 18 11 \n", + "1666 199104 7 7913 4563 11263 14 8 \n", + "1667 199103 7 15387 10484 20290 27 18 \n", + "1668 199102 7 16277 11046 21508 29 20 \n", + "1669 199101 7 15565 10271 20859 27 18 \n", + "1670 199052 7 19375 13295 25455 34 23 \n", + "1671 199051 7 19080 13807 24353 34 25 \n", + "1672 199050 7 11079 6660 15498 20 12 \n", + "1673 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 12 FR France \n", + "1 13 FR France \n", + "2 15 FR France \n", + "3 11 FR France \n", + "4 11 FR France \n", + "5 13 FR France \n", + "6 7 FR France \n", + "7 9 FR France \n", + "8 9 FR France \n", + "9 13 FR France \n", + "10 9 FR France \n", + "11 9 FR France \n", + "12 12 FR France \n", + "13 6 FR France \n", + "14 5 FR France \n", + "15 5 FR France \n", + "16 3 FR France \n", + "17 4 FR France \n", + "18 5 FR France \n", + "19 26 FR France \n", + "20 18 FR France \n", + "21 14 FR France \n", + "22 19 FR France \n", + "23 29 FR France \n", + "24 30 FR France \n", + "25 40 FR France \n", + "26 31 FR France \n", + "27 40 FR France \n", + "28 41 FR France \n", + "29 34 FR France \n", + "... ... ... ... \n", + "1644 42 FR France \n", + "1645 38 FR France \n", + "1646 39 FR France \n", + "1647 29 FR France \n", + "1648 37 FR France \n", + "1649 36 FR France \n", + "1650 45 FR France \n", + "1651 39 FR France \n", + "1652 51 FR France \n", + "1653 32 FR France \n", + "1654 34 FR France \n", + "1655 32 FR France \n", + "1656 30 FR France \n", + "1657 23 FR France \n", + "1658 25 FR France \n", + "1659 35 FR France \n", + "1660 38 FR France \n", + "1661 33 FR France \n", + "1662 31 FR France \n", + "1663 29 FR France \n", + "1664 26 FR France \n", + "1665 25 FR France \n", + "1666 20 FR France \n", + "1667 36 FR France \n", + "1668 38 FR France \n", + "1669 36 FR France \n", + "1670 45 FR France \n", + "1671 43 FR France \n", + "1672 28 FR France \n", + "1673 5 FR France \n", + "\n", + "[1674 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data[raw_data.isnull().any(axis=1)]\n", + "data = raw_data.dropna().copy()\n", + "data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On convertit ensuite les semaines en dates pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "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']]\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Et on vérifie que les semaines sont bien espacées (toujours les mêmes prétraitements que la grippe) :" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "sorted_data = data.set_index('period').sort_index()\n", + "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": [ + "Première visu" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sorted_data['inc'].plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Pour faire l'analyse d'incidence, on divise par périodes d'années, celles-ci commençant le 1er septembre" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "first_sep_week = [pd.Period(pd.Timestamp(y, 9, 1), 'W')\n", + " for y in range(1985,\n", + " sorted_data.index[-1].year)]\n", + "year = []\n", + "yearly_incidence = []\n", + "for week1, week2 in zip(first_sep_week[:-1],\n", + " first_sep_week[1:]):\n", + " one_year = sorted_data['inc'][week1:week2-1]\n", + " yearly_incidence.append(one_year.sum())\n", + " year.append(week2.year)\n", + "yearly_incidence = pd.Series(data=yearly_incidence, index=year)\n", + "\n", + "yearly_incidence.plot(style='*')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1986 0\n", + "1987 0\n", + "1988 0\n", + "1989 0\n", + "1990 0\n", + "2020 221186\n", + "2021 376290\n", + "2002 516689\n", + "2018 542312\n", + "2017 551041\n", + "1991 553090\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 641328\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": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "yearly_incidence.sort_values()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], "metadata": { "kernelspec": { "display_name": "Python 3", @@ -16,10 +2241,9 @@ "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/incidence-PAY-7.csv b/module3/exo2/incidence-PAY-7.csv new file mode 100644 index 0000000000000000000000000000000000000000..99c3030aada33346dd646b7e4bf46cdc44a9c1b3 --- /dev/null +++ b/module3/exo2/incidence-PAY-7.csv @@ -0,0 +1,1676 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202252],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, @date=2023-01-10T17:04:42+01:00 +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +202252,7,5239,2721,7757,8,4,12,FR,France +202251,7,6226,3822,8630,9,5,13,FR,France +202250,7,6590,3100,10080,10,5,15,FR,France +202249,7,5095,3212,6978,8,5,11,FR,France +202248,7,4985,3043,6927,8,5,11,FR,France +202247,7,6087,3733,8441,9,5,13,FR,France +202246,7,3033,1392,4674,5,3,7,FR,France +202245,7,3827,1720,5934,6,3,9,FR,France +202244,7,4271,2231,6311,6,3,9,FR,France 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