diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 3e82599189770fc287a868a0098f12669134187e..0cb3fc7cee90eb577add99dcbd16ed42710077ba 100644 --- a/module3/exo1/analyse-syndrome-grippal.ipynb +++ b/module3/exo1/analyse-syndrome-grippal.ipynb @@ -35,6 +35,26 @@ "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Pour importer les données, on vérifie si le fichier CSV a une copie locale. Si ce n'est pas le cas, on télécharge les données depuis l'url indiqué:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "data_file = \"syndrome-grippal.csv\"\n", + "import os\n", + "import urllib.request\n", + "if not os.path.exists(data_file):\n", + " urllib.request.urlretrieve(data_url, data_file)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -57,24 +77,981 @@ "La première ligne du fichier CSV est un commentaire, que nous ignorons en précisant `skiprows=1`." ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Pour importer les données, on vérifie si le fichier CSV a une copie locale. Si ce n'est pas le cas on télécherge les données depuis l'url indiqué" - ] - }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "metadata": {}, - "outputs": [], - "source": [ - "data_file = \"syndrome-grippal.csv\"\n", - "import os\n", - "import urllib.request\n", - "if not os.path.exists(data_file):\n", - " urllib.request.urlretrieve(data_url, data_file)" + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
02021203103777601.013153.01612.020.0FRFrance
1202119395856901.012269.01511.019.0FRFrance
22021183121359165.015105.01814.022.0FRFrance
32021173120588891.015225.01813.023.0FRFrance
420211631650512735.020275.02519.031.0FRFrance
520211531930615398.023214.02923.035.0FRFrance
620211432107317099.025047.03226.038.0FRFrance
720211332641322094.030732.04033.047.0FRFrance
820211233065825919.035397.04639.053.0FRFrance
920211132498820718.029258.03832.044.0FRFrance
1020211031953915951.023127.03025.035.0FRFrance
1120210931757213926.021218.02721.033.0FRFrance
1220210832088216907.024857.03226.038.0FRFrance
1320210732239318303.026483.03428.040.0FRFrance
1420210632318319134.027232.03529.041.0FRFrance
1520210532242618445.026407.03428.040.0FRFrance
1620210432580421491.030117.03932.046.0FRFrance
1720210332181017894.025726.03327.039.0FRFrance
1820210231732013906.020734.02621.031.0FRFrance
1920210132179917778.025820.03327.039.0FRFrance
2020205332122016498.025942.03225.039.0FRFrance
2120205231642812285.020571.02519.031.0FRFrance
2220205132161917370.025868.03327.039.0FRFrance
2320205031684513220.020470.02620.032.0FRFrance
242020493129399923.015955.02015.025.0FRFrance
2520204831380410641.016967.02116.026.0FRFrance
2620204731908515285.022885.02923.035.0FRFrance
2720204632480120503.029099.03831.045.0FRFrance
2820204534251636857.048175.06556.074.0FRFrance
2920204434456738521.050613.06859.077.0FRFrance
.................................
187819852132609619621.032571.04735.059.0FRFrance
187919852032789620885.034907.05138.064.0FRFrance
188019851934315432821.053487.07859.097.0FRFrance
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188319851635036236451.064273.09166.0116.0FRFrance
188419851536388145538.082224.011683.0149.0FRFrance
18851985143134545114400.0154690.0244207.0281.0FRFrance
18861985133197206176080.0218332.0357319.0395.0FRFrance
18871985123245240223304.0267176.0445405.0485.0FRFrance
18881985113276205252399.0300011.0501458.0544.0FRFrance
18891985103353231326279.0380183.0640591.0689.0FRFrance
18901985093369895341109.0398681.0670618.0722.0FRFrance
18911985083389886359529.0420243.0707652.0762.0FRFrance
18921985073471852432599.0511105.0855784.0926.0FRFrance
18931985063565825518011.0613639.01026939.01113.0FRFrance
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18951985043424937390794.0459080.0770708.0832.0FRFrance
18961985033213901174689.0253113.0388317.0459.0FRFrance
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1900198451310172680242.0123210.0185146.0224.0FRFrance
19011984503123680101401.0145959.0225184.0266.0FRFrance
1902198449310107381684.0120462.0184149.0219.0FRFrance
190319844837862060634.096606.0143110.0176.0FRFrance
190419844737202954274.089784.013199.0163.0FRFrance
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1908 rows × 10 columns

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134545 114400.0 154690.0 244 207.0 \n", + "1886 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1887 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1888 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1889 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1890 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1891 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1892 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1893 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1894 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1895 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1896 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1897 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1898 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1899 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1900 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1901 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1902 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1903 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1904 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1905 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1906 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1907 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 20.0 FR France \n", + "1 19.0 FR France \n", + "2 22.0 FR France \n", + "3 23.0 FR France \n", + "4 31.0 FR France \n", + "5 35.0 FR France \n", + "6 38.0 FR France \n", + "7 47.0 FR France \n", + "8 53.0 FR France \n", + "9 44.0 FR France \n", + "10 35.0 FR France \n", + "11 33.0 FR France \n", + "12 38.0 FR France \n", + "13 40.0 FR France \n", + "14 41.0 FR France \n", + "15 40.0 FR France \n", + "16 46.0 FR France \n", + "17 39.0 FR France \n", + "18 31.0 FR France \n", + "19 39.0 FR France \n", + "20 39.0 FR France \n", + "21 31.0 FR France \n", + "22 39.0 FR France \n", + "23 32.0 FR France \n", + "24 25.0 FR France \n", + "25 26.0 FR France \n", + "26 35.0 FR France \n", + "27 45.0 FR France \n", + "28 74.0 FR France \n", + "29 77.0 FR France \n", + "... ... ... ... \n", + "1878 59.0 FR France \n", + "1879 64.0 FR France \n", + "1880 97.0 FR France \n", + "1881 93.0 FR France \n", + "1882 80.0 FR France \n", + "1883 116.0 FR France \n", + "1884 149.0 FR France \n", + "1885 281.0 FR France \n", + "1886 395.0 FR France \n", + "1887 485.0 FR France \n", + "1888 544.0 FR France \n", + "1889 689.0 FR France \n", + "1890 722.0 FR France \n", + "1891 762.0 FR France \n", + "1892 926.0 FR France \n", + "1893 1113.0 FR France \n", + "1894 1236.0 FR France \n", + "1895 832.0 FR France \n", + "1896 459.0 FR France \n", + "1897 207.0 FR France \n", + "1898 190.0 FR France \n", + "1899 198.0 FR France \n", + "1900 224.0 FR France \n", + "1901 266.0 FR France \n", + "1902 219.0 FR France \n", + "1903 176.0 FR France \n", + "1904 163.0 FR France \n", + "1905 195.0 FR France \n", + "1906 308.0 FR France \n", + "1907 213.0 FR France \n", + "\n", + "[1908 rows x 10 columns]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data = pd.read_csv(data_file, skiprows=1)\n", + "raw_data" ] }, { @@ -86,7 +1063,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -148,7 +1125,7 @@ "1671 FR France " ] }, - "execution_count": 4, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" }