diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5b58a3ae26346460dd39e62a39c55243d7..faa279ef26f29aac405b9bba478100175019981b 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": 1, "metadata": {}, "outputs": [], "source": [ @@ -28,15 +28,35 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 2, + "metadata": {}, "outputs": [], "source": [ "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Pour se protéger d'un changement de format de fichier ou bien d'un lien inaccessible, on télécharge d'abord le fichier en local, si celui-ci n'existe pas." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "local_data_file = \"syndrome_grippal_incidence.csv\"\n", + "\n", + "import os\n", + "import urllib.request\n", + "\n", + "if not os.path.exists(local_data_file):\n", + " urllib.request.urlretrieve(data_url, local_data_file)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -61,11 +81,978 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020254238607573875.098275.0128110.0146.0FRFrance
120254138848279016.097948.0132118.0146.0FRFrance
220254037916971180.087158.0118106.0130.0FRFrance
320253937293064872.080988.010997.0121.0FRFrance
420253836143554131.068739.09281.0103.0FRFrance
520253734637339689.053057.06959.079.0FRFrance
620253632558120702.030460.03831.045.0FRFrance
720253532271717480.027954.03426.042.0FRFrance
820253432142916177.026681.03224.040.0FRFrance
920253331676612022.021510.02518.032.0FRFrance
1020253231990014303.025497.03022.038.0FRFrance
1120253131847012625.024315.02819.037.0FRFrance
1220253031916614283.024049.02922.036.0FRFrance
1320252931867313815.023531.02821.035.0FRFrance
1420252832328518131.028439.03527.043.0FRFrance
1520252732145317129.025777.03226.038.0FRFrance
1620252632194517422.026468.03326.040.0FRFrance
1720252532332318546.028100.03528.042.0FRFrance
1820252432315418577.027731.03528.042.0FRFrance
1920252332439119307.029475.03628.044.0FRFrance
2020252231875514333.023177.02821.035.0FRFrance
2120252132376018671.028849.03527.043.0FRFrance
2220252032026515814.024716.03023.037.0FRFrance
2320251931626412394.020134.02418.030.0FRFrance
2420251831811513975.022255.02721.033.0FRFrance
2520251732215017291.027009.03326.040.0FRFrance
2620251632856422550.034578.04334.052.0FRFrance
2720251533572129592.041850.05344.062.0FRFrance
2820251433757931232.043926.05647.065.0FRFrance
2920251333967333686.045660.05950.068.0FRFrance
.................................
210819852132609619621.032571.04735.059.0FRFrance
210919852032789620885.034907.05138.064.0FRFrance
211019851934315432821.053487.07859.097.0FRFrance
211119851834055529935.051175.07455.093.0FRFrance
211219851733405324366.043740.06244.080.0FRFrance
211319851635036236451.064273.09166.0116.0FRFrance
211419851536388145538.082224.011683.0149.0FRFrance
21151985143134545114400.0154690.0244207.0281.0FRFrance
21161985133197206176080.0218332.0357319.0395.0FRFrance
21171985123245240223304.0267176.0445405.0485.0FRFrance
21181985113276205252399.0300011.0501458.0544.0FRFrance
21191985103353231326279.0380183.0640591.0689.0FRFrance
21201985093369895341109.0398681.0670618.0722.0FRFrance
21211985083389886359529.0420243.0707652.0762.0FRFrance
21221985073471852432599.0511105.0855784.0926.0FRFrance
21231985063565825518011.0613639.01026939.01113.0FRFrance
21241985053637302592795.0681809.011551074.01236.0FRFrance
21251985043424937390794.0459080.0770708.0832.0FRFrance
21261985033213901174689.0253113.0388317.0459.0FRFrance
212719850239758680949.0114223.0177147.0207.0FRFrance
212819850138548965918.0105060.0155120.0190.0FRFrance
212919845238483060602.0109058.0154110.0198.0FRFrance
2130198451310172680242.0123210.0185146.0224.0FRFrance
21311984503123680101401.0145959.0225184.0266.0FRFrance
2132198449310107381684.0120462.0184149.0219.0FRFrance
213319844837862060634.096606.0143110.0176.0FRFrance
213419844737202954274.089784.013199.0163.0FRFrance
213519844638733067686.0106974.0159123.0195.0FRFrance
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2138 rows × 10 columns

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198514 3 134545 114400.0 154690.0 244 207.0 \n", + "2116 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "2117 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "2118 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "2119 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "2120 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "2121 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "2122 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "2123 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "2124 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "2125 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "2126 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "2127 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "2128 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "2129 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "2130 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "2131 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "2132 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "2133 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "2134 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "2135 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "2136 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "2137 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 146.0 FR France \n", + "1 146.0 FR France \n", + "2 130.0 FR France \n", + "3 121.0 FR France \n", + "4 103.0 FR France \n", + "5 79.0 FR France \n", + "6 45.0 FR France \n", + "7 42.0 FR France \n", + "8 40.0 FR France \n", + "9 32.0 FR France \n", + "10 38.0 FR France \n", + "11 37.0 FR France \n", + "12 36.0 FR France \n", + "13 35.0 FR France \n", + "14 43.0 FR France \n", + "15 38.0 FR France \n", + "16 40.0 FR France \n", + "17 42.0 FR France \n", + "18 42.0 FR France \n", + "19 44.0 FR France \n", + "20 35.0 FR France \n", + "21 43.0 FR France \n", + "22 37.0 FR France \n", + "23 30.0 FR France \n", + "24 33.0 FR France \n", + "25 40.0 FR France \n", + "26 52.0 FR France \n", + "27 62.0 FR France \n", + "28 65.0 FR France \n", + "29 68.0 FR France \n", + "... ... ... ... \n", + "2108 59.0 FR France \n", + "2109 64.0 FR France \n", + "2110 97.0 FR France \n", + "2111 93.0 FR France \n", + "2112 80.0 FR France \n", + "2113 116.0 FR France \n", + "2114 149.0 FR France \n", + "2115 281.0 FR France \n", + "2116 395.0 FR France \n", + "2117 485.0 FR France \n", + "2118 544.0 FR France \n", + "2119 689.0 FR France \n", + "2120 722.0 FR France \n", + "2121 762.0 FR France \n", + "2122 926.0 FR France \n", + "2123 1113.0 FR France \n", + "2124 1236.0 FR France \n", + "2125 832.0 FR France \n", + "2126 459.0 FR France \n", + "2127 207.0 FR France \n", + "2128 190.0 FR France \n", + "2129 198.0 FR France \n", + "2130 224.0 FR France \n", + "2131 266.0 FR France \n", + "2132 219.0 FR France \n", + "2133 176.0 FR France \n", + "2134 163.0 FR France \n", + "2135 195.0 FR France \n", + "2136 308.0 FR France \n", + "2137 213.0 FR France \n", + "\n", + "[2138 rows x 10 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "raw_data = pd.read_csv(data_url, skiprows=1)\n", + "raw_data = pd.read_csv(local_data_file, skiprows=1)\n", "raw_data" ] }, @@ -78,9 +1065,73 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
19011989193-NaNNaN-NaNNaNFRFrance
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220254037916971180.087158.0118106.0130.0FRFrance
320253937293064872.080988.010997.0121.0FRFrance
420253836143554131.068739.09281.0103.0FRFrance
520253734637339689.053057.06959.079.0FRFrance
620253632558120702.030460.03831.045.0FRFrance
720253532271717480.027954.03426.042.0FRFrance
820253432142916177.026681.03224.040.0FRFrance
920253331676612022.021510.02518.032.0FRFrance
1020253231990014303.025497.03022.038.0FRFrance
1120253131847012625.024315.02819.037.0FRFrance
1220253031916614283.024049.02922.036.0FRFrance
1320252931867313815.023531.02821.035.0FRFrance
1420252832328518131.028439.03527.043.0FRFrance
1520252732145317129.025777.03226.038.0FRFrance
1620252632194517422.026468.03326.040.0FRFrance
1720252532332318546.028100.03528.042.0FRFrance
1820252432315418577.027731.03528.042.0FRFrance
1920252332439119307.029475.03628.044.0FRFrance
2020252231875514333.023177.02821.035.0FRFrance
2120252132376018671.028849.03527.043.0FRFrance
2220252032026515814.024716.03023.037.0FRFrance
2320251931626412394.020134.02418.030.0FRFrance
2420251831811513975.022255.02721.033.0FRFrance
2520251732215017291.027009.03326.040.0FRFrance
2620251632856422550.034578.04334.052.0FRFrance
2720251533572129592.041850.05344.062.0FRFrance
2820251433757931232.043926.05647.065.0FRFrance
2920251333967333686.045660.05950.068.0FRFrance
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210819852132609619621.032571.04735.059.0FRFrance
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2137 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202542 3 86075 73875.0 98275.0 128 110.0 \n", + "1 202541 3 88482 79016.0 97948.0 132 118.0 \n", + "2 202540 3 79169 71180.0 87158.0 118 106.0 \n", + "3 202539 3 72930 64872.0 80988.0 109 97.0 \n", + "4 202538 3 61435 54131.0 68739.0 92 81.0 \n", + "5 202537 3 46373 39689.0 53057.0 69 59.0 \n", + "6 202536 3 25581 20702.0 30460.0 38 31.0 \n", + "7 202535 3 22717 17480.0 27954.0 34 26.0 \n", + "8 202534 3 21429 16177.0 26681.0 32 24.0 \n", + "9 202533 3 16766 12022.0 21510.0 25 18.0 \n", + "10 202532 3 19900 14303.0 25497.0 30 22.0 \n", + "11 202531 3 18470 12625.0 24315.0 28 19.0 \n", + "12 202530 3 19166 14283.0 24049.0 29 22.0 \n", + "13 202529 3 18673 13815.0 23531.0 28 21.0 \n", + "14 202528 3 23285 18131.0 28439.0 35 27.0 \n", + "15 202527 3 21453 17129.0 25777.0 32 26.0 \n", + "16 202526 3 21945 17422.0 26468.0 33 26.0 \n", + "17 202525 3 23323 18546.0 28100.0 35 28.0 \n", + "18 202524 3 23154 18577.0 27731.0 35 28.0 \n", + "19 202523 3 24391 19307.0 29475.0 36 28.0 \n", + "20 202522 3 18755 14333.0 23177.0 28 21.0 \n", + "21 202521 3 23760 18671.0 28849.0 35 27.0 \n", + "22 202520 3 20265 15814.0 24716.0 30 23.0 \n", + "23 202519 3 16264 12394.0 20134.0 24 18.0 \n", + "24 202518 3 18115 13975.0 22255.0 27 21.0 \n", + "25 202517 3 22150 17291.0 27009.0 33 26.0 \n", + "26 202516 3 28564 22550.0 34578.0 43 34.0 \n", + "27 202515 3 35721 29592.0 41850.0 53 44.0 \n", + "28 202514 3 37579 31232.0 43926.0 56 47.0 \n", + "29 202513 3 39673 33686.0 45660.0 59 50.0 \n", + "... ... ... ... ... ... ... ... \n", + "2108 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "2109 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "2110 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "2111 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "2112 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "2113 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "2114 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "2115 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "2116 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "2117 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "2118 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "2119 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "2120 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "2121 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "2122 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "2123 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "2124 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "2125 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "2126 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "2127 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "2128 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "2129 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "2130 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "2131 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "2132 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "2133 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "2134 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "2135 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "2136 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "2137 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 146.0 FR France \n", + "1 146.0 FR France \n", + "2 130.0 FR France \n", + "3 121.0 FR France \n", + "4 103.0 FR France \n", + "5 79.0 FR France \n", + "6 45.0 FR France \n", + "7 42.0 FR France \n", + "8 40.0 FR France \n", + "9 32.0 FR France \n", + "10 38.0 FR France \n", + "11 37.0 FR France \n", + "12 36.0 FR France \n", + "13 35.0 FR France \n", + "14 43.0 FR France \n", + "15 38.0 FR France \n", + "16 40.0 FR France \n", + "17 42.0 FR France \n", + "18 42.0 FR France \n", + "19 44.0 FR France \n", + "20 35.0 FR France \n", + "21 43.0 FR France \n", + "22 37.0 FR France \n", + "23 30.0 FR France \n", + "24 33.0 FR France \n", + "25 40.0 FR France \n", + "26 52.0 FR France \n", + "27 62.0 FR France \n", + "28 65.0 FR France \n", + "29 68.0 FR France \n", + "... ... ... ... \n", + "2108 59.0 FR France \n", + "2109 64.0 FR France \n", + "2110 97.0 FR France \n", + "2111 93.0 FR France \n", + "2112 80.0 FR France \n", + "2113 116.0 FR France \n", + "2114 149.0 FR France \n", + "2115 281.0 FR France \n", + "2116 395.0 FR France \n", + "2117 485.0 FR France \n", + "2118 544.0 FR France \n", + "2119 689.0 FR France \n", + "2120 722.0 FR France \n", + "2121 762.0 FR France \n", + "2122 926.0 FR France \n", + "2123 1113.0 FR France \n", + "2124 1236.0 FR France \n", + "2125 832.0 FR France \n", + "2126 459.0 FR France \n", + "2127 207.0 FR France \n", + "2128 190.0 FR France \n", + "2129 198.0 FR France \n", + "2130 224.0 FR France \n", + "2131 266.0 FR France \n", + "2132 219.0 FR France \n", + "2133 176.0 FR France \n", + "2134 163.0 FR France \n", + "2135 195.0 FR France \n", + "2136 308.0 FR France \n", + "2137 213.0 FR France \n", + "\n", + "[2137 rows x 10 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -122,7 +2140,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2170,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 8, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2195,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "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 +2223,41 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, "outputs": [], + "source": [ + "sorted_data['inc'] = sorted_data['inc'].astype(int) # nécessaire car les données sont des objects initialement" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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3908112\n", + "2010 4111392\n", + "2013 4182691\n", + "1986 5115251\n", + "1990 5235827\n", + "1989 5466192\n", + "dtype: int64" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,9 +2481,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 23, + "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)" ] @@ -364,7 +2537,7 @@ "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_incidence.csv b/module3/exo1/syndrome_grippal_incidence.csv new file mode 100644 index 0000000000000000000000000000000000000000..177ea8f7ba6b58a9eab7a50467a8b0b44307d336 --- /dev/null +++ b/module3/exo1/syndrome_grippal_incidence.csv @@ -0,0 +1,2140 @@ +# {"source":"réseau Sentinelles, INSERM, Sorbonne Université, https:\/\/www.sentiweb.fr","meta":{"period":[198444,202542],"geo":["PAY",0],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false,"age_group":false,"span":"all"},"date":"2025-10-22T17:27:38+02:00","bundle":"1761146858"} +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name 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