diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5b58a3ae26346460dd39e62a39c55243d7..430fd99913ce16bbb981c0b633dcda4a08609830 100644 --- a/module3/exo1/analyse-syndrome-grippal.ipynb +++ b/module3/exo1/analyse-syndrome-grippal.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -28,10 +28,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 3, + "metadata": {}, "outputs": [], "source": [ "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" @@ -61,11 +59,992 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ - "raw_data = pd.read_csv(data_url, skiprows=1)\n", + "data_file = \"syndrome-grippal.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)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020211233030225553.035051.04639.053.0FRFrance
120211132498820718.029258.03832.044.0FRFrance
220211031953915951.023127.03025.035.0FRFrance
320210931757213926.021218.02721.033.0FRFrance
420210832088216907.024857.03226.038.0FRFrance
520210732239318303.026483.03428.040.0FRFrance
620210632318319134.027232.03529.041.0FRFrance
720210532242618445.026407.03428.040.0FRFrance
820210432580421491.030117.03932.046.0FRFrance
920210332181017894.025726.03327.039.0FRFrance
1020210231732013906.020734.02621.031.0FRFrance
1120210132179917778.025820.03327.039.0FRFrance
1220205332122016498.025942.03225.039.0FRFrance
1320205231642812285.020571.02519.031.0FRFrance
1420205132161917370.025868.03327.039.0FRFrance
1520205031684513220.020470.02620.032.0FRFrance
162020493129399923.015955.02015.025.0FRFrance
1720204831380410641.016967.02116.026.0FRFrance
1820204731908515285.022885.02923.035.0FRFrance
1920204632480120503.029099.03831.045.0FRFrance
2020204534251636857.048175.06556.074.0FRFrance
2120204434456738521.050613.06859.077.0FRFrance
2220204334373737523.049951.06657.075.0FRFrance
2320204233514529812.040478.05345.061.0FRFrance
2420204132787723206.032548.04235.049.0FRFrance
2520204032044316381.024505.03125.037.0FRFrance
2620203931981015900.023720.03024.036.0FRFrance
2720203832555921141.029977.03932.046.0FRFrance
2820203731848514649.022321.02822.034.0FRFrance
292020363103907646.013134.01612.020.0FRFrance
.................................
187019852132609619621.032571.04735.059.0FRFrance
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18801985113276205252399.0300011.0501458.0544.0FRFrance
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18821985093369895341109.0398681.0670618.0722.0FRFrance
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188919850239758680949.0114223.0177147.0207.0FRFrance
189019850138548965918.0105060.0155120.0190.0FRFrance
189119845238483060602.0109058.0154110.0198.0FRFrance
1892198451310172680242.0123210.0185146.0224.0FRFrance
18931984503123680101401.0145959.0225184.0266.0FRFrance
1894198449310107381684.0120462.0184149.0219.0FRFrance
189519844837862060634.096606.0143110.0176.0FRFrance
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1900 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202112 3 30302 25553.0 35051.0 46 39.0 \n", + "1 202111 3 24988 20718.0 29258.0 38 32.0 \n", + "2 202110 3 19539 15951.0 23127.0 30 25.0 \n", + "3 202109 3 17572 13926.0 21218.0 27 21.0 \n", + "4 202108 3 20882 16907.0 24857.0 32 26.0 \n", + "5 202107 3 22393 18303.0 26483.0 34 28.0 \n", + "6 202106 3 23183 19134.0 27232.0 35 29.0 \n", + "7 202105 3 22426 18445.0 26407.0 34 28.0 \n", + "8 202104 3 25804 21491.0 30117.0 39 32.0 \n", + "9 202103 3 21810 17894.0 25726.0 33 27.0 \n", + "10 202102 3 17320 13906.0 20734.0 26 21.0 \n", + "11 202101 3 21799 17778.0 25820.0 33 27.0 \n", + "12 202053 3 21220 16498.0 25942.0 32 25.0 \n", + "13 202052 3 16428 12285.0 20571.0 25 19.0 \n", + "14 202051 3 21619 17370.0 25868.0 33 27.0 \n", + "15 202050 3 16845 13220.0 20470.0 26 20.0 \n", + "16 202049 3 12939 9923.0 15955.0 20 15.0 \n", + "17 202048 3 13804 10641.0 16967.0 21 16.0 \n", + "18 202047 3 19085 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FR France \n", + "27 46.0 FR France \n", + "28 34.0 FR France \n", + "29 20.0 FR France \n", + "... ... ... ... \n", + "1870 59.0 FR France \n", + "1871 64.0 FR France \n", + "1872 97.0 FR France \n", + "1873 93.0 FR France \n", + "1874 80.0 FR France \n", + "1875 116.0 FR France \n", + "1876 149.0 FR France \n", + "1877 281.0 FR France \n", + "1878 395.0 FR France \n", + "1879 485.0 FR France \n", + "1880 544.0 FR France \n", + "1881 689.0 FR France \n", + "1882 722.0 FR France \n", + "1883 762.0 FR France \n", + "1884 926.0 FR France \n", + "1885 1113.0 FR France \n", + "1886 1236.0 FR France \n", + "1887 832.0 FR France \n", + "1888 459.0 FR France \n", + "1889 207.0 FR France \n", + "1890 190.0 FR France \n", + "1891 198.0 FR France \n", + "1892 224.0 FR France \n", + "1893 266.0 FR France \n", + "1894 219.0 FR France \n", + "1895 176.0 FR France \n", + "1896 163.0 FR France \n", + "1897 195.0 FR France \n", + "1898 308.0 FR France \n", + "1899 213.0 FR France \n", + "\n", + "[1900 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data = pd.read_csv(data_file, skiprows=1)\n", "raw_data" ] }, @@ -78,9 +1057,73 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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420210832088216907.024857.03226.038.0FRFrance
520210732239318303.026483.03428.040.0FRFrance
620210632318319134.027232.03529.041.0FRFrance
720210532242618445.026407.03428.040.0FRFrance
820210432580421491.030117.03932.046.0FRFrance
920210332181017894.025726.03327.039.0FRFrance
1020210231732013906.020734.02621.031.0FRFrance
1120210132179917778.025820.03327.039.0FRFrance
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1820204731908515285.022885.02923.035.0FRFrance
1920204632480120503.029099.03831.045.0FRFrance
2020204534251636857.048175.06556.074.0FRFrance
2120204434456738521.050613.06859.077.0FRFrance
2220204334373737523.049951.06657.075.0FRFrance
2320204233514529812.040478.05345.061.0FRFrance
2420204132787723206.032548.04235.049.0FRFrance
2520204032044316381.024505.03125.037.0FRFrance
2620203931981015900.023720.03024.036.0FRFrance
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2820203731848514649.022321.02822.034.0FRFrance
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1899 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202112 3 30302 25553.0 35051.0 46 39.0 \n", + "1 202111 3 24988 20718.0 29258.0 38 32.0 \n", + "2 202110 3 19539 15951.0 23127.0 30 25.0 \n", + "3 202109 3 17572 13926.0 21218.0 27 21.0 \n", + "4 202108 3 20882 16907.0 24857.0 32 26.0 \n", + "5 202107 3 22393 18303.0 26483.0 34 28.0 \n", + "6 202106 3 23183 19134.0 27232.0 35 29.0 \n", + "7 202105 3 22426 18445.0 26407.0 34 28.0 \n", + "8 202104 3 25804 21491.0 30117.0 39 32.0 \n", + "9 202103 3 21810 17894.0 25726.0 33 27.0 \n", + "10 202102 3 17320 13906.0 20734.0 26 21.0 \n", + "11 202101 3 21799 17778.0 25820.0 33 27.0 \n", + "12 202053 3 21220 16498.0 25942.0 32 25.0 \n", + "13 202052 3 16428 12285.0 20571.0 25 19.0 \n", + "14 202051 3 21619 17370.0 25868.0 33 27.0 \n", + "15 202050 3 16845 13220.0 20470.0 26 20.0 \n", + "16 202049 3 12939 9923.0 15955.0 20 15.0 \n", + "17 202048 3 13804 10641.0 16967.0 21 16.0 \n", + "18 202047 3 19085 15285.0 22885.0 29 23.0 \n", + "19 202046 3 24801 20503.0 29099.0 38 31.0 \n", + "20 202045 3 42516 36857.0 48175.0 65 56.0 \n", + "21 202044 3 44567 38521.0 50613.0 68 59.0 \n", + "22 202043 3 43737 37523.0 49951.0 66 57.0 \n", + "23 202042 3 35145 29812.0 40478.0 53 45.0 \n", + "24 202041 3 27877 23206.0 32548.0 42 35.0 \n", + "25 202040 3 20443 16381.0 24505.0 31 25.0 \n", + "26 202039 3 19810 15900.0 23720.0 30 24.0 \n", + "27 202038 3 25559 21141.0 29977.0 39 32.0 \n", + "28 202037 3 18485 14649.0 22321.0 28 22.0 \n", + "29 202036 3 10390 7646.0 13134.0 16 12.0 \n", + "... ... ... ... ... ... ... ... \n", + "1870 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1871 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1872 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1873 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1874 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1875 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1876 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1877 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1878 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1879 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1880 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1881 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1882 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1883 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1884 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1885 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1886 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1887 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1888 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1889 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1890 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1891 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1892 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1893 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1894 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1895 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1896 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1897 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1898 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1899 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 53.0 FR France \n", + "1 44.0 FR France \n", + "2 35.0 FR France \n", + "3 33.0 FR France \n", + "4 38.0 FR France \n", + "5 40.0 FR France \n", + "6 41.0 FR France \n", + "7 40.0 FR France \n", + "8 46.0 FR France \n", + "9 39.0 FR France \n", + "10 31.0 FR France \n", + "11 39.0 FR France \n", + "12 39.0 FR France \n", + "13 31.0 FR France \n", + "14 39.0 FR France \n", + "15 32.0 FR France \n", + "16 25.0 FR France \n", + "17 26.0 FR France \n", + "18 35.0 FR France \n", + "19 45.0 FR France \n", + "20 74.0 FR France \n", + "21 77.0 FR France \n", + "22 75.0 FR France \n", + "23 61.0 FR France \n", + "24 49.0 FR France \n", + "25 37.0 FR France \n", + "26 36.0 FR France \n", + "27 46.0 FR France \n", + "28 34.0 FR France \n", + "29 20.0 FR France \n", + "... ... ... ... \n", + "1870 59.0 FR France \n", + "1871 64.0 FR France \n", + "1872 97.0 FR France \n", + "1873 93.0 FR France \n", + "1874 80.0 FR France \n", + "1875 116.0 FR France \n", + "1876 149.0 FR France \n", + "1877 281.0 FR France \n", + "1878 395.0 FR France \n", + "1879 485.0 FR France \n", + "1880 544.0 FR France \n", + "1881 689.0 FR France \n", + "1882 722.0 FR France \n", + "1883 762.0 FR France \n", + "1884 926.0 FR France \n", + "1885 1113.0 FR France \n", + "1886 1236.0 FR France \n", + "1887 832.0 FR France \n", + "1888 459.0 FR France \n", + "1889 207.0 FR France \n", + "1890 190.0 FR France \n", + "1891 198.0 FR France \n", + "1892 224.0 FR France \n", + "1893 266.0 FR France \n", + "1894 219.0 FR France \n", + "1895 176.0 FR France \n", + "1896 163.0 FR France \n", + "1897 195.0 FR France \n", + "1898 308.0 FR France \n", + "1899 213.0 FR France \n", + "\n", + "[1899 rows x 10 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -122,7 +2132,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2162,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 9, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2187,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "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", @@ -199,9 +2215,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "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": [ "sorted_data['inc'][-200:].plot()" ] @@ -252,10 +2314,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 13, + "metadata": {}, "outputs": [], "source": [ "first_august_week = [pd.Period(pd.Timestamp(y, 8, 1), 'W')\n", @@ -274,7 +2334,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -298,9 +2358,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "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='*')" ] @@ -314,9 +2397,55 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "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": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,9 +2460,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "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)" ] @@ -341,9 +2493,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [] } @@ -364,7 +2514,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.1" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/module3/exo1/syndrome-grippal.csv b/module3/exo1/syndrome-grippal.csv new file mode 100644 index 0000000000000000000000000000000000000000..3bc6d69596ac948e7b5f900bc8fd14db370cc281 --- /dev/null +++ b/module3/exo1/syndrome-grippal.csv @@ -0,0 +1,1902 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[198444,202112],"geo":["PAY","1"],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false}, @date=2021-04-07T16:37:03+02:00 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