diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5b58a3ae26346460dd39e62a39c55243d7..f7cedaef4a1783019e8cb818aaf50fdf0cfcd930 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": 23, "metadata": {}, "outputs": [], "source": [ @@ -28,15 +28,34 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 24, + "metadata": {}, "outputs": [], "source": [ "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Pour nous protéger contre une éventuelle disparition ou modification du serveur du Réseau Sentinelles, nous faisons une copie locale de ce jeux de données que nous préservons avec notre analyse. Il est inutile et même risquée de télécharger les données à chaque exécution, car dans le cas d'une panne nous pourrions remplacer nos données par un fichier défectueux. Pour cette raison, nous téléchargeons les données seulement si la copie locale n'existe pas." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "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": "markdown", "metadata": {}, @@ -61,9 +80,976 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020251732753720985.034089.04131.051.0FRFrance
120251632886422770.034958.04334.052.0FRFrance
220251533572129592.041850.05344.062.0FRFrance
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420251333967333686.045660.05950.068.0FRFrance
520251235254345627.059459.07868.088.0FRFrance
620251135946952154.066784.08978.0100.0FRFrance
720251036033453048.067620.09079.0101.0FRFrance
820250938453174994.094068.0126112.0140.0FRFrance
92025083136020124824.0147216.0203186.0220.0FRFrance
102025073208952195988.0221916.0312293.0331.0FRFrance
112025063273519258159.0288879.0408385.0431.0FRFrance
122025053334395318416.0350374.0499475.0523.0FRFrance
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152025023257247242991.0271503.0384363.0405.0FRFrance
162025013231549214627.0248471.0345320.0370.0FRFrance
172024523201726185870.0217582.0302278.0326.0FRFrance
182024513201697187843.0215551.0302281.0323.0FRFrance
192024503136694126369.0147019.0205190.0220.0FRFrance
20202449310848799037.0117937.0163149.0177.0FRFrance
2120244838738178687.096075.0131118.0144.0FRFrance
2220244737628667626.084946.0114101.0127.0FRFrance
2320244635639949006.063792.08574.096.0FRFrance
2420244534734740843.053851.07161.081.0FRFrance
2520244433603930122.041956.05445.063.0FRFrance
2620244334657239928.053216.07060.080.0FRFrance
2720244236778560009.075561.010290.0114.0FRFrance
2820244137943571386.087484.0119107.0131.0FRFrance
2920244038496576555.093375.0127114.0140.0FRFrance
.................................
208319852132609619621.032571.04735.059.0FRFrance
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208519851934315432821.053487.07859.097.0FRFrance
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20901985143134545114400.0154690.0244207.0281.0FRFrance
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20931985113276205252399.0300011.0501458.0544.0FRFrance
20941985103353231326279.0380183.0640591.0689.0FRFrance
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20981985063565825518011.0613639.01026939.01113.0FRFrance
20991985053637302592795.0681809.011551074.01236.0FRFrance
21001985043424937390794.0459080.0770708.0832.0FRFrance
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210319850138548965918.0105060.0155120.0190.0FRFrance
210419845238483060602.0109058.0154110.0198.0FRFrance
2105198451310172680242.0123210.0185146.0224.0FRFrance
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2113 rows × 10 columns

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217582.0 302 278.0 \n", + "18 202451 3 201697 187843.0 215551.0 302 281.0 \n", + "19 202450 3 136694 126369.0 147019.0 205 190.0 \n", + "20 202449 3 108487 99037.0 117937.0 163 149.0 \n", + "21 202448 3 87381 78687.0 96075.0 131 118.0 \n", + "22 202447 3 76286 67626.0 84946.0 114 101.0 \n", + "23 202446 3 56399 49006.0 63792.0 85 74.0 \n", + "24 202445 3 47347 40843.0 53851.0 71 61.0 \n", + "25 202444 3 36039 30122.0 41956.0 54 45.0 \n", + "26 202443 3 46572 39928.0 53216.0 70 60.0 \n", + "27 202442 3 67785 60009.0 75561.0 102 90.0 \n", + "28 202441 3 79435 71386.0 87484.0 119 107.0 \n", + "29 202440 3 84965 76555.0 93375.0 127 114.0 \n", + "... ... ... ... ... ... ... ... \n", + "2083 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "2084 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "2085 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "2086 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "2087 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "2088 198516 3 50362 36451.0 64273.0 91 66.0 \n", + 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225 184.0 \n", + "2107 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "2108 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "2109 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "2110 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "2111 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "2112 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 52.0 FR France \n", + "2 62.0 FR France \n", + "3 65.0 FR France \n", + "4 68.0 FR France \n", + "5 88.0 FR France \n", + "6 100.0 FR France \n", + "7 101.0 FR France \n", + "8 140.0 FR France \n", + "9 220.0 FR France \n", + "10 331.0 FR France \n", + "11 431.0 FR France \n", + "12 523.0 FR France \n", + "13 548.0 FR France \n", + "14 398.0 FR France \n", + "15 405.0 FR France \n", + "16 370.0 FR France \n", + "17 326.0 FR France \n", + "18 323.0 FR France \n", + "19 220.0 FR France \n", + "20 177.0 FR France \n", + "21 144.0 FR France \n", + "22 127.0 FR France \n", + "23 96.0 FR France \n", + "24 81.0 FR France \n", + "25 63.0 FR France \n", + "26 80.0 FR France \n", + "27 114.0 FR France \n", + "28 131.0 FR France \n", + "29 140.0 FR France \n", + "... ... ... ... \n", + "2083 59.0 FR France \n", + "2084 64.0 FR France \n", + "2085 97.0 FR France \n", + "2086 93.0 FR France \n", + "2087 80.0 FR France \n", + "2088 116.0 FR France \n", + "2089 149.0 FR France \n", + "2090 281.0 FR France \n", + "2091 395.0 FR France \n", + "2092 485.0 FR France \n", + "2093 544.0 FR France \n", + "2094 689.0 FR France \n", + "2095 722.0 FR France \n", + "2096 762.0 FR France \n", + "2097 926.0 FR France \n", + "2098 1113.0 FR France \n", + "2099 1236.0 FR France \n", + "2100 832.0 FR France \n", + "2101 459.0 FR France \n", + "2102 207.0 FR France \n", + "2103 190.0 FR France \n", + "2104 198.0 FR France \n", + "2105 224.0 FR France \n", + "2106 266.0 FR France \n", + "2107 219.0 FR France \n", + "2108 176.0 FR France \n", + "2109 163.0 FR France \n", + "2110 195.0 FR France \n", + "2111 308.0 FR France \n", + "2112 213.0 FR France \n", + "\n", + "[2113 rows x 10 columns]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data = pd.read_csv(data_url, skiprows=1)\n", "raw_data" @@ -78,9 +1064,73 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
18761989193-NaNNaN-NaNNaNFRFrance
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620251135946952154.066784.08978.0100.0FRFrance
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92025083136020124824.0147216.0203186.0220.0FRFrance
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112025063273519258159.0288879.0408385.0431.0FRFrance
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20202449310848799037.0117937.0163149.0177.0FRFrance
2120244838738178687.096075.0131118.0144.0FRFrance
2220244737628667626.084946.0114101.0127.0FRFrance
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2420244534734740843.053851.07161.081.0FRFrance
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2112 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202517 3 27537 20985.0 34089.0 41 31.0 \n", + "1 202516 3 28864 22770.0 34958.0 43 34.0 \n", + "2 202515 3 35721 29592.0 41850.0 53 44.0 \n", + "3 202514 3 37579 31232.0 43926.0 56 47.0 \n", + "4 202513 3 39673 33686.0 45660.0 59 50.0 \n", + "5 202512 3 52543 45627.0 59459.0 78 68.0 \n", + "6 202511 3 59469 52154.0 66784.0 89 78.0 \n", + "7 202510 3 60334 53048.0 67620.0 90 79.0 \n", + "8 202509 3 84531 74994.0 94068.0 126 112.0 \n", + "9 202508 3 136020 124824.0 147216.0 203 186.0 \n", + "10 202507 3 208952 195988.0 221916.0 312 293.0 \n", + "11 202506 3 273519 258159.0 288879.0 408 385.0 \n", + "12 202505 3 334395 318416.0 350374.0 499 475.0 \n", + "13 202504 3 350043 332885.0 367201.0 522 496.0 \n", + "14 202503 3 252772 238917.0 266627.0 377 356.0 \n", + "15 202502 3 257247 242991.0 271503.0 384 363.0 \n", + "16 202501 3 231549 214627.0 248471.0 345 320.0 \n", + "17 202452 3 201726 185870.0 217582.0 302 278.0 \n", + "18 202451 3 201697 187843.0 215551.0 302 281.0 \n", + "19 202450 3 136694 126369.0 147019.0 205 190.0 \n", + "20 202449 3 108487 99037.0 117937.0 163 149.0 \n", + "21 202448 3 87381 78687.0 96075.0 131 118.0 \n", + "22 202447 3 76286 67626.0 84946.0 114 101.0 \n", + "23 202446 3 56399 49006.0 63792.0 85 74.0 \n", + "24 202445 3 47347 40843.0 53851.0 71 61.0 \n", + "25 202444 3 36039 30122.0 41956.0 54 45.0 \n", + "26 202443 3 46572 39928.0 53216.0 70 60.0 \n", + "27 202442 3 67785 60009.0 75561.0 102 90.0 \n", + "28 202441 3 79435 71386.0 87484.0 119 107.0 \n", + "29 202440 3 84965 76555.0 93375.0 127 114.0 \n", + "... ... ... ... ... ... ... ... \n", + "2083 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "2084 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "2085 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "2086 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "2087 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "2088 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "2089 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "2090 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "2091 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "2092 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "2093 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "2094 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "2095 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "2096 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "2097 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "2098 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "2099 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "2100 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "2101 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "2102 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "2103 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "2104 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "2105 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "2106 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "2107 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "2108 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "2109 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "2110 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "2111 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "2112 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 52.0 FR France \n", + "2 62.0 FR France \n", + "3 65.0 FR France \n", + "4 68.0 FR France \n", + "5 88.0 FR France \n", + "6 100.0 FR France \n", + "7 101.0 FR France \n", + "8 140.0 FR France \n", + "9 220.0 FR France \n", + "10 331.0 FR France \n", + "11 431.0 FR France \n", + "12 523.0 FR France \n", + "13 548.0 FR France \n", + "14 398.0 FR France \n", + "15 405.0 FR France \n", + "16 370.0 FR France \n", + "17 326.0 FR France \n", + "18 323.0 FR France \n", + "19 220.0 FR France \n", + "20 177.0 FR France \n", + "21 144.0 FR France \n", + "22 127.0 FR France \n", + "23 96.0 FR France \n", + "24 81.0 FR France \n", + "25 63.0 FR France \n", + "26 80.0 FR France \n", + "27 114.0 FR France \n", + "28 131.0 FR France \n", + "29 140.0 FR France \n", + "... ... ... ... \n", + "2083 59.0 FR France \n", + "2084 64.0 FR France \n", + "2085 97.0 FR France \n", + "2086 93.0 FR France \n", + "2087 80.0 FR France \n", + "2088 116.0 FR France \n", + "2089 149.0 FR France \n", + "2090 281.0 FR France \n", + "2091 395.0 FR France \n", + "2092 485.0 FR France \n", + "2093 544.0 FR France \n", + "2094 689.0 FR France \n", + "2095 722.0 FR France \n", + "2096 762.0 FR France \n", + "2097 926.0 FR France \n", + "2098 1113.0 FR France \n", + "2099 1236.0 FR France \n", + "2100 832.0 FR France \n", + "2101 459.0 FR France \n", + "2102 207.0 FR France \n", + "2103 190.0 FR France \n", + "2104 198.0 FR France \n", + "2105 224.0 FR France \n", + "2106 266.0 FR France \n", + "2107 219.0 FR France \n", + "2108 176.0 FR France \n", + "2109 163.0 FR France \n", + "2110 195.0 FR France \n", + "2111 308.0 FR France \n", + "2112 213.0 FR France \n", + "\n", + "[2112 rows x 10 columns]" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -122,7 +2139,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2169,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 46, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2194,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "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", @@ -199,10 +2222,39 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 48, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ + "# Conversion de la colonne en type numérique\n", + "sorted_data['inc'] = pd.to_numeric(sorted_data['inc'], errors='coerce')\n", + "\n", + "# Ensuite on peut tracer\n", "sorted_data['inc'].plot()" ] }, @@ -215,9 +2267,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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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": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,9 +2477,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "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 +2533,7 @@ "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..a993b57b8d3c314684d283e6d515b86b120852fe --- /dev/null +++ b/module3/exo1/syndrome-grippal.csv @@ -0,0 +1,2115 @@ +# {"source":"réseau Sentinelles, INSERM, Sorbonne Université, https:\/\/www.sentiweb.fr","meta":{"period":[198444,202517],"geo":["PAY",0],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false,"age_group":false,"span":"all"},"date":"2025-04-30T11:02:35+02:00","bundle":"1746003755"} +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name 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