From 13bd470097a0380b8fd02a27d06eac98e425c166 Mon Sep 17 00:00:00 2001 From: ef57f5b915dc15609ef607a6622aa153 Date: Sat, 24 Sep 2022 16:19:52 +0000 Subject: [PATCH] =?UTF-8?q?changer=20l'acc=C3=A8s=20web=20au=20fichier=20.?= =?UTF-8?q?cvs=20=C3=A0=20un=20acc=C3=A8s=20local=20apr=C3=A9s=20l'avir=20?= =?UTF-8?q?charg=C3=A9=20dans=20jupyter=20lab?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- module3/exo1/analyse-syndrome-grippal.ipynb | 2351 ++++++++++++++++++- module3/exo1/incidence-PAY-3.csv | 1979 ++++++++++++++++ 2 files changed, 4272 insertions(+), 58 deletions(-) create mode 100644 module3/exo1/incidence-PAY-3.csv diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5..730fab5 100644 --- a/module3/exo1/analyse-syndrome-grippal.ipynb +++ b/module3/exo1/analyse-syndrome-grippal.ipynb @@ -2,15 +2,21 @@ "cells": [ { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "# Incidence du syndrome grippal" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 1, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "outputs": [], "source": [ "%matplotlib inline\n", @@ -21,25 +27,32 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Les données de l'incidence du syndrome grippal sont disponibles du site Web du [Réseau Sentinelles](http://www.sentiweb.fr/). Nous les récupérons sous forme d'un fichier en format CSV dont chaque ligne correspond à une semaine de la période demandée. Nous téléchargeons toujours le jeu de données complet, qui commence en 1984 et se termine avec une semaine récente." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { - "collapsed": true + "hideCode": false, + "hidePrompt": false }, "outputs": [], "source": [ - "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" + "data_url = \"incidence-PAY-3.csv\"" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Voici l'explication des colonnes données [sur le site d'origine](https://ns.sentiweb.fr/incidence/csv-schema-v1.json):\n", "\n", @@ -61,9 +74,979 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 3, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020223732772921747.033711.04233.051.0FRFrance
120223631917914867.023491.02922.036.0FRFrance
22022353129149679.016149.01914.024.0FRFrance
32022343107087334.014082.01611.021.0FRFrance
42022333129268869.016983.01913.025.0FRFrance
520223232225716158.028356.03425.043.0FRFrance
620223132182816268.027388.03325.041.0FRFrance
720223031966314779.024547.03023.037.0FRFrance
820222932426818906.029630.03729.045.0FRFrance
920222832484519214.030476.03729.045.0FRFrance
1020222734074533994.047496.06151.071.0FRFrance
1120222633401028521.039499.05143.059.0FRFrance
1220222532337719042.027712.03528.042.0FRFrance
1320222432632821829.030827.04033.047.0FRFrance
1420222332343018950.027910.03528.042.0FRFrance
1520222231895115099.022803.02923.035.0FRFrance
1620222131363210251.017013.02116.026.0FRFrance
1720222031978715756.023818.03024.036.0FRFrance
1820221931788414079.021689.02721.033.0FRFrance
1920221833035325089.035617.04638.054.0FRFrance
2020221733600630373.041639.05446.062.0FRFrance
2120221634994942836.057062.07564.086.0FRFrance
22202215310080690824.0110788.0152137.0167.0FRFrance
232022143155441143891.0166991.0234217.0251.0FRFrance
242022133191914179558.0204270.0289270.0308.0FRFrance
252022123166224155035.0177413.0251234.0268.0FRFrance
262022113122849113306.0132392.0185171.0199.0FRFrance
2720221038790479741.096067.0133121.0145.0FRFrance
2820220935018243958.056406.07667.085.0FRFrance
2920220833096325942.035984.04739.055.0FRFrance
.................................
194719852132609619621.032571.04735.059.0FRFrance
194819852032789620885.034907.05138.064.0FRFrance
194919851934315432821.053487.07859.097.0FRFrance
195019851834055529935.051175.07455.093.0FRFrance
195119851733405324366.043740.06244.080.0FRFrance
195219851635036236451.064273.09166.0116.0FRFrance
195319851536388145538.082224.011683.0149.0FRFrance
19541985143134545114400.0154690.0244207.0281.0FRFrance
19551985133197206176080.0218332.0357319.0395.0FRFrance
19561985123245240223304.0267176.0445405.0485.0FRFrance
19571985113276205252399.0300011.0501458.0544.0FRFrance
19581985103353231326279.0380183.0640591.0689.0FRFrance
19591985093369895341109.0398681.0670618.0722.0FRFrance
19601985083389886359529.0420243.0707652.0762.0FRFrance
19611985073471852432599.0511105.0855784.0926.0FRFrance
19621985063565825518011.0613639.01026939.01113.0FRFrance
19631985053637302592795.0681809.011551074.01236.0FRFrance
19641985043424937390794.0459080.0770708.0832.0FRFrance
19651985033213901174689.0253113.0388317.0459.0FRFrance
196619850239758680949.0114223.0177147.0207.0FRFrance
196719850138548965918.0105060.0155120.0190.0FRFrance
196819845238483060602.0109058.0154110.0198.0FRFrance
1969198451310172680242.0123210.0185146.0224.0FRFrance
19701984503123680101401.0145959.0225184.0266.0FRFrance
1971198449310107381684.0120462.0184149.0219.0FRFrance
197219844837862060634.096606.0143110.0176.0FRFrance
197319844737202954274.089784.013199.0163.0FRFrance
197419844638733067686.0106974.0159123.0195.0FRFrance
19751984453135223101414.0169032.0246184.0308.0FRFrance
197619844436842220056.0116788.012537.0213.0FRFrance
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1977 rows × 10 columns

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14079.0 21689.0 27 21.0 \n", + "19 202218 3 30353 25089.0 35617.0 46 38.0 \n", + "20 202217 3 36006 30373.0 41639.0 54 46.0 \n", + "21 202216 3 49949 42836.0 57062.0 75 64.0 \n", + "22 202215 3 100806 90824.0 110788.0 152 137.0 \n", + "23 202214 3 155441 143891.0 166991.0 234 217.0 \n", + "24 202213 3 191914 179558.0 204270.0 289 270.0 \n", + "25 202212 3 166224 155035.0 177413.0 251 234.0 \n", + "26 202211 3 122849 113306.0 132392.0 185 171.0 \n", + "27 202210 3 87904 79741.0 96067.0 133 121.0 \n", + "28 202209 3 50182 43958.0 56406.0 76 67.0 \n", + "29 202208 3 30963 25942.0 35984.0 47 39.0 \n", + "... ... ... ... ... ... ... ... \n", + "1947 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1948 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1949 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1950 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1951 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1952 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1953 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1954 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1955 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1956 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1957 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1958 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1959 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1960 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1961 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1962 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1963 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1964 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1965 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1966 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1967 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1968 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1969 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1970 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1971 198449 3 101073 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268.0 FR France \n", + "26 199.0 FR France \n", + "27 145.0 FR France \n", + "28 85.0 FR France \n", + "29 55.0 FR France \n", + "... ... ... ... \n", + "1947 59.0 FR France \n", + "1948 64.0 FR France \n", + "1949 97.0 FR France \n", + "1950 93.0 FR France \n", + "1951 80.0 FR France \n", + "1952 116.0 FR France \n", + "1953 149.0 FR France \n", + "1954 281.0 FR France \n", + "1955 395.0 FR France \n", + "1956 485.0 FR France \n", + "1957 544.0 FR France \n", + "1958 689.0 FR France \n", + "1959 722.0 FR France \n", + "1960 762.0 FR France \n", + "1961 926.0 FR France \n", + "1962 1113.0 FR France \n", + "1963 1236.0 FR France \n", + "1964 832.0 FR France \n", + "1965 459.0 FR France \n", + "1966 207.0 FR France \n", + "1967 190.0 FR France \n", + "1968 198.0 FR France \n", + "1969 224.0 FR France \n", + "1970 266.0 FR France \n", + "1971 219.0 FR France \n", + "1972 176.0 FR France \n", + "1973 163.0 FR France \n", + "1974 195.0 FR France \n", + "1975 308.0 FR France \n", + "1976 213.0 FR France \n", + "\n", + "[1977 rows x 10 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data = pd.read_csv(data_url, skiprows=1)\n", "raw_data" @@ -71,32 +1054,1075 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Y a-t-il des points manquants dans ce jeux de données ? Oui, la semaine 19 de l'année 1989 n'a pas de valeurs associées." ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 4, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low inc100_up \\\n", + "1740 198919 3 0 NaN NaN 0 NaN NaN \n", + "\n", + " geo_insee geo_name \n", + "1740 FR France " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data[raw_data.isnull().any(axis=1)]" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Nous éliminons ce point, ce qui n'a pas d'impact fort sur notre analyse qui est assez simple." ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 5, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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1976 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202237 3 27729 21747.0 33711.0 42 33.0 \n", + "1 202236 3 19179 14867.0 23491.0 29 22.0 \n", + "2 202235 3 12914 9679.0 16149.0 19 14.0 \n", + "3 202234 3 10708 7334.0 14082.0 16 11.0 \n", + "4 202233 3 12926 8869.0 16983.0 19 13.0 \n", + "5 202232 3 22257 16158.0 28356.0 34 25.0 \n", + "6 202231 3 21828 16268.0 27388.0 33 25.0 \n", + "7 202230 3 19663 14779.0 24547.0 30 23.0 \n", + "8 202229 3 24268 18906.0 29630.0 37 29.0 \n", + "9 202228 3 24845 19214.0 30476.0 37 29.0 \n", + "10 202227 3 40745 33994.0 47496.0 61 51.0 \n", + "11 202226 3 34010 28521.0 39499.0 51 43.0 \n", + "12 202225 3 23377 19042.0 27712.0 35 28.0 \n", + "13 202224 3 26328 21829.0 30827.0 40 33.0 \n", + "14 202223 3 23430 18950.0 27910.0 35 28.0 \n", + "15 202222 3 18951 15099.0 22803.0 29 23.0 \n", + "16 202221 3 13632 10251.0 17013.0 21 16.0 \n", + "17 202220 3 19787 15756.0 23818.0 30 24.0 \n", + "18 202219 3 17884 14079.0 21689.0 27 21.0 \n", + "19 202218 3 30353 25089.0 35617.0 46 38.0 \n", + "20 202217 3 36006 30373.0 41639.0 54 46.0 \n", + "21 202216 3 49949 42836.0 57062.0 75 64.0 \n", + "22 202215 3 100806 90824.0 110788.0 152 137.0 \n", + "23 202214 3 155441 143891.0 166991.0 234 217.0 \n", + "24 202213 3 191914 179558.0 204270.0 289 270.0 \n", + "25 202212 3 166224 155035.0 177413.0 251 234.0 \n", + "26 202211 3 122849 113306.0 132392.0 185 171.0 \n", + "27 202210 3 87904 79741.0 96067.0 133 121.0 \n", + "28 202209 3 50182 43958.0 56406.0 76 67.0 \n", + "29 202208 3 30963 25942.0 35984.0 47 39.0 \n", + "... ... ... ... ... ... ... ... \n", + "1947 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1948 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1949 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1950 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1951 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1952 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1953 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1954 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1955 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1956 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1957 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1958 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1959 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1960 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1961 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1962 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1963 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1964 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1965 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1966 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1967 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1968 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1969 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1970 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1971 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1972 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1973 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1974 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1975 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1976 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 51.0 FR France \n", + "1 36.0 FR France \n", + "2 24.0 FR France \n", + "3 21.0 FR France \n", + "4 25.0 FR France \n", + "5 43.0 FR France \n", + "6 41.0 FR France \n", + "7 37.0 FR France \n", + "8 45.0 FR France \n", + "9 45.0 FR France \n", + "10 71.0 FR France \n", + "11 59.0 FR France \n", + "12 42.0 FR France \n", + "13 47.0 FR France \n", + "14 42.0 FR France \n", + "15 35.0 FR France \n", + "16 26.0 FR France \n", + "17 36.0 FR France \n", + "18 33.0 FR France \n", + "19 54.0 FR France \n", + "20 62.0 FR France \n", + "21 86.0 FR France \n", + "22 167.0 FR France \n", + "23 251.0 FR France \n", + "24 308.0 FR France \n", + "25 268.0 FR France \n", + "26 199.0 FR France \n", + "27 145.0 FR France \n", + "28 85.0 FR France \n", + "29 55.0 FR France \n", + "... ... ... ... \n", + "1947 59.0 FR France \n", + "1948 64.0 FR France \n", + "1949 97.0 FR France \n", + "1950 93.0 FR France \n", + "1951 80.0 FR France \n", + "1952 116.0 FR France \n", + "1953 149.0 FR France \n", + "1954 281.0 FR France \n", + "1955 395.0 FR France \n", + "1956 485.0 FR France \n", + "1957 544.0 FR France \n", + "1958 689.0 FR France \n", + "1959 722.0 FR France \n", + "1960 762.0 FR France \n", + "1961 926.0 FR France \n", + "1962 1113.0 FR France \n", + "1963 1236.0 FR France \n", + "1964 832.0 FR France \n", + "1965 459.0 FR France \n", + "1966 207.0 FR France \n", + "1967 190.0 FR France \n", + "1968 198.0 FR France \n", + "1969 224.0 FR France \n", + "1970 266.0 FR France \n", + "1971 219.0 FR France \n", + "1972 176.0 FR France \n", + "1973 163.0 FR France \n", + "1974 195.0 FR France \n", + "1975 308.0 FR France \n", + "1976 213.0 FR France \n", + "\n", + "[1976 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -104,7 +2130,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Nos données utilisent une convention inhabituelle: le numéro de\n", "semaine est collé à l'année, donnant l'impression qu'il s'agit\n", @@ -122,8 +2151,11 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 6, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "outputs": [], "source": [ "def convert_week(year_and_week_int):\n", @@ -138,7 +2170,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Il restent deux petites modifications à faire.\n", "\n", @@ -152,9 +2187,10 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": { - "collapsed": true + "hideCode": false, + "hidePrompt": false }, "outputs": [], "source": [ @@ -163,7 +2199,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Nous vérifions la cohérence des données. Entre la fin d'une période et\n", "le début de la période qui suit, la différence temporelle doit être\n", @@ -179,9 +2218,20 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 8, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1989-05-01/1989-05-07 1989-05-15/1989-05-21\n" + ] + } + ], "source": [ "periods = sorted_data.index\n", "for p1, p2 in zip(periods[:-1], periods[1:]):\n", @@ -192,46 +2242,110 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Un premier regard sur les données !" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 9, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Le creux des incidences se trouve en été." ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 10, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "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'][-200:].plot()" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "## Etude de l'incidence annuelle" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Etant donné que le pic de l'épidémie se situe en hiver, à cheval\n", "entre deux années civiles, nous définissons la période de référence\n", @@ -252,9 +2366,10 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": { - "collapsed": true + "hideCode": false, + "hidePrompt": false }, "outputs": [], "source": [ @@ -265,7 +2380,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "En partant de cette liste des semaines qui contiennent un 1er août, nous obtenons nos intervalles d'environ un an comme les périodes entre deux semaines adjacentes dans cette liste. Nous calculons les sommes des incidences hebdomadaires pour toutes ces périodes.\n", "\n", @@ -274,8 +2392,11 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 12, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "outputs": [], "source": [ "year = []\n", @@ -291,39 +2412,124 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Voici les incidences annuelles." ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 13, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "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": [ "yearly_incidence.plot(style='*')" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Une liste triée permet de plus facilement répérer les valeurs les plus élevées (à la fin)." ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 14, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "2021 938731\n", + "2014 1600941\n", + "1991 1659249\n", + "1995 1840410\n", + "2020 2053781\n", + "2012 2175217\n", + "2003 2234584\n", + "2019 2254386\n", + "2006 2307352\n", + "2017 2321583\n", + "2001 2529279\n", + "1992 2574578\n", + "1993 2703886\n", + "2018 2705325\n", + "1988 2765617\n", + "2007 2780164\n", + "1987 2855570\n", + "2016 2856393\n", + "2011 2857040\n", + "2008 2973918\n", + "1998 3034904\n", + "2002 3125418\n", + "2009 3444020\n", + "1994 3514763\n", + "1996 3539413\n", + "2004 3567744\n", + "1997 3620066\n", + "2015 3654892\n", + "2000 3826372\n", + "2005 3835025\n", + "1999 3908112\n", + "2010 4111392\n", + "2013 4182691\n", + "1986 5115251\n", + "1990 5235827\n", + "1989 5466192\n", + "dtype: int64" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "hideCode": false, + "hidePrompt": false + }, "source": [ "Enfin, un histogramme montre bien que les épidémies fortes, qui touchent environ 10% de la population\n", " française, sont assez rares: il y en eu trois au cours des 35 dernières années." @@ -331,9 +2537,36 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 15, + "metadata": { + "hideCode": false, + "hidePrompt": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "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.hist(xrot=20)" ] @@ -342,13 +2575,15 @@ "cell_type": "code", "execution_count": null, "metadata": { - "collapsed": true + "hideCode": false, + "hidePrompt": false }, "outputs": [], "source": [] } ], "metadata": { + "hide_code_all_hidden": false, "kernelspec": { "display_name": "Python 3", "language": "python", @@ -364,7 +2599,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.1" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/module3/exo1/incidence-PAY-3.csv b/module3/exo1/incidence-PAY-3.csv new file mode 100644 index 0000000..ba592b8 --- /dev/null +++ b/module3/exo1/incidence-PAY-3.csv @@ -0,0 +1,1979 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[198444,202237],"geo":["PAY","1"],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false}, @date=2022-09-24T18:13:37+02:00 +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +202237,3,27729,21747,33711,42,33,51,FR,France +202236,3,19179,14867,23491,29,22,36,FR,France +202235,3,12914,9679,16149,19,14,24,FR,France +202234,3,10708,7334,14082,16,11,21,FR,France +202233,3,12926,8869,16983,19,13,25,FR,France +202232,3,22257,16158,28356,34,25,43,FR,France +202231,3,21828,16268,27388,33,25,41,FR,France +202230,3,19663,14779,24547,30,23,37,FR,France +202229,3,24268,18906,29630,37,29,45,FR,France +202228,3,24845,19214,30476,37,29,45,FR,France +202227,3,40745,33994,47496,61,51,71,FR,France +202226,3,34010,28521,39499,51,43,59,FR,France +202225,3,23377,19042,27712,35,28,42,FR,France +202224,3,26328,21829,30827,40,33,47,FR,France +202223,3,23430,18950,27910,35,28,42,FR,France +202222,3,18951,15099,22803,29,23,35,FR,France 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