diff --git a/module2/exo5/exo5_fr.ipynb b/module2/exo5/exo5_fr.ipynb index 26ad6d94fa840f788a57621b06dc6af83a848391..00894067f0c51f8db5a62bf8df1f6ba29eb0dc21 100644 --- a/module2/exo5/exo5_fr.ipynb +++ b/module2/exo5/exo5_fr.ipynb @@ -705,7 +705,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5b58a3ae26346460dd39e62a39c55243d7..f6dd305bed0762e3191dce52308d4771022ccec7 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": 16, "metadata": {}, "outputs": [], "source": [ @@ -28,15 +28,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 17, + "metadata": {}, "outputs": [], "source": [ "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" ] }, + { + "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 +73,976 @@ }, { "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
020252932012214389.025855.03021.039.0FRFrance
120252832354318336.028750.03527.043.0FRFrance
220252732145317129.025777.03226.038.0FRFrance
320252632194517422.026468.03326.040.0FRFrance
420252532332318546.028100.03528.042.0FRFrance
520252432315418577.027731.03528.042.0FRFrance
620252332439119307.029475.03628.044.0FRFrance
720252231875514333.023177.02821.035.0FRFrance
820252132376018671.028849.03527.043.0FRFrance
920252032026515814.024716.03023.037.0FRFrance
1020251931626412394.020134.02418.030.0FRFrance
1120251831811513975.022255.02721.033.0FRFrance
1220251732215017291.027009.03326.040.0FRFrance
1320251632856422550.034578.04334.052.0FRFrance
1420251533572129592.041850.05344.062.0FRFrance
1520251433757931232.043926.05647.065.0FRFrance
1620251333967333686.045660.05950.068.0FRFrance
1720251235254345627.059459.07868.088.0FRFrance
1820251135946952154.066784.08978.0100.0FRFrance
1920251036033453048.067620.09079.0101.0FRFrance
2020250938453174994.094068.0126112.0140.0FRFrance
212025083136020124824.0147216.0203186.0220.0FRFrance
222025073208952195988.0221916.0312293.0331.0FRFrance
232025063273519258159.0288879.0408385.0431.0FRFrance
242025053334395318416.0350374.0499475.0523.0FRFrance
252025043350043332885.0367201.0522496.0548.0FRFrance
262025033252772238917.0266627.0377356.0398.0FRFrance
272025023257247242991.0271503.0384363.0405.0FRFrance
282025013231549214627.0248471.0345320.0370.0FRFrance
292024523201726185870.0217582.0302278.0326.0FRFrance
.................................
209519852132609619621.032571.04735.059.0FRFrance
209619852032789620885.034907.05138.064.0FRFrance
209719851934315432821.053487.07859.097.0FRFrance
209819851834055529935.051175.07455.093.0FRFrance
209919851733405324366.043740.06244.080.0FRFrance
210019851635036236451.064273.09166.0116.0FRFrance
210119851536388145538.082224.011683.0149.0FRFrance
21021985143134545114400.0154690.0244207.0281.0FRFrance
21031985133197206176080.0218332.0357319.0395.0FRFrance
21041985123245240223304.0267176.0445405.0485.0FRFrance
21051985113276205252399.0300011.0501458.0544.0FRFrance
21061985103353231326279.0380183.0640591.0689.0FRFrance
21071985093369895341109.0398681.0670618.0722.0FRFrance
21081985083389886359529.0420243.0707652.0762.0FRFrance
21091985073471852432599.0511105.0855784.0926.0FRFrance
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21111985053637302592795.0681809.011551074.01236.0FRFrance
21121985043424937390794.0459080.0770708.0832.0FRFrance
21131985033213901174689.0253113.0388317.0459.0FRFrance
211419850239758680949.0114223.0177147.0207.0FRFrance
211519850138548965918.0105060.0155120.0190.0FRFrance
211619845238483060602.0109058.0154110.0198.0FRFrance
2117198451310172680242.0123210.0185146.0224.0FRFrance
21181984503123680101401.0145959.0225184.0266.0FRFrance
2119198449310107381684.0120462.0184149.0219.0FRFrance
212019844837862060634.096606.0143110.0176.0FRFrance
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212219844638733067686.0106974.0159123.0195.0FRFrance
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2125 rows × 10 columns

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52154.0 66784.0 89 78.0 \n", + "19 202510 3 60334 53048.0 67620.0 90 79.0 \n", + "20 202509 3 84531 74994.0 94068.0 126 112.0 \n", + "21 202508 3 136020 124824.0 147216.0 203 186.0 \n", + "22 202507 3 208952 195988.0 221916.0 312 293.0 \n", + "23 202506 3 273519 258159.0 288879.0 408 385.0 \n", + "24 202505 3 334395 318416.0 350374.0 499 475.0 \n", + "25 202504 3 350043 332885.0 367201.0 522 496.0 \n", + "26 202503 3 252772 238917.0 266627.0 377 356.0 \n", + "27 202502 3 257247 242991.0 271503.0 384 363.0 \n", + "28 202501 3 231549 214627.0 248471.0 345 320.0 \n", + "29 202452 3 201726 185870.0 217582.0 302 278.0 \n", + "... ... ... ... ... ... ... ... \n", + "2095 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "2096 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "2097 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "2098 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "2099 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "2100 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "2101 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "2102 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "2103 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "2104 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "2105 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "2106 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "2107 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "2108 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "2109 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "2110 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "2111 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "2112 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "2113 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "2114 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "2115 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "2116 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "2117 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "2118 198450 3 123680 101401.0 145959.0 225 184.0 \n", + 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308.0 FR France \n", + "2124 213.0 FR France \n", + "\n", + "[2125 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 +1057,73 @@ }, { "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
18881989193-NaNNaN-NaNNaNFRFrance
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020252932012214389.025855.03021.039.0FRFrance
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220252732145317129.025777.03226.038.0FRFrance
320252632194517422.026468.03326.040.0FRFrance
420252532332318546.028100.03528.042.0FRFrance
520252432315418577.027731.03528.042.0FRFrance
620252332439119307.029475.03628.044.0FRFrance
720252231875514333.023177.02821.035.0FRFrance
820252132376018671.028849.03527.043.0FRFrance
920252032026515814.024716.03023.037.0FRFrance
1020251931626412394.020134.02418.030.0FRFrance
1120251831811513975.022255.02721.033.0FRFrance
1220251732215017291.027009.03326.040.0FRFrance
1320251632856422550.034578.04334.052.0FRFrance
1420251533572129592.041850.05344.062.0FRFrance
1520251433757931232.043926.05647.065.0FRFrance
1620251333967333686.045660.05950.068.0FRFrance
1720251235254345627.059459.07868.088.0FRFrance
1820251135946952154.066784.08978.0100.0FRFrance
1920251036033453048.067620.09079.0101.0FRFrance
2020250938453174994.094068.0126112.0140.0FRFrance
212025083136020124824.0147216.0203186.0220.0FRFrance
222025073208952195988.0221916.0312293.0331.0FRFrance
232025063273519258159.0288879.0408385.0431.0FRFrance
242025053334395318416.0350374.0499475.0523.0FRFrance
252025043350043332885.0367201.0522496.0548.0FRFrance
262025033252772238917.0266627.0377356.0398.0FRFrance
272025023257247242991.0271503.0384363.0405.0FRFrance
282025013231549214627.0248471.0345320.0370.0FRFrance
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.................................
209519852132609619621.032571.04735.059.0FRFrance
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209719851934315432821.053487.07859.097.0FRFrance
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210019851635036236451.064273.09166.0116.0FRFrance
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21021985143134545114400.0154690.0244207.0281.0FRFrance
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2124 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202529 3 20122 14389.0 25855.0 30 21.0 \n", + "1 202528 3 23543 18336.0 28750.0 35 27.0 \n", + "2 202527 3 21453 17129.0 25777.0 32 26.0 \n", + "3 202526 3 21945 17422.0 26468.0 33 26.0 \n", + "4 202525 3 23323 18546.0 28100.0 35 28.0 \n", + "5 202524 3 23154 18577.0 27731.0 35 28.0 \n", + "6 202523 3 24391 19307.0 29475.0 36 28.0 \n", + "7 202522 3 18755 14333.0 23177.0 28 21.0 \n", + "8 202521 3 23760 18671.0 28849.0 35 27.0 \n", + "9 202520 3 20265 15814.0 24716.0 30 23.0 \n", + "10 202519 3 16264 12394.0 20134.0 24 18.0 \n", + "11 202518 3 18115 13975.0 22255.0 27 21.0 \n", + "12 202517 3 22150 17291.0 27009.0 33 26.0 \n", + "13 202516 3 28564 22550.0 34578.0 43 34.0 \n", + "14 202515 3 35721 29592.0 41850.0 53 44.0 \n", + "15 202514 3 37579 31232.0 43926.0 56 47.0 \n", + "16 202513 3 39673 33686.0 45660.0 59 50.0 \n", + "17 202512 3 52543 45627.0 59459.0 78 68.0 \n", + "18 202511 3 59469 52154.0 66784.0 89 78.0 \n", + "19 202510 3 60334 53048.0 67620.0 90 79.0 \n", + "20 202509 3 84531 74994.0 94068.0 126 112.0 \n", + "21 202508 3 136020 124824.0 147216.0 203 186.0 \n", + "22 202507 3 208952 195988.0 221916.0 312 293.0 \n", + "23 202506 3 273519 258159.0 288879.0 408 385.0 \n", + "24 202505 3 334395 318416.0 350374.0 499 475.0 \n", + "25 202504 3 350043 332885.0 367201.0 522 496.0 \n", + "26 202503 3 252772 238917.0 266627.0 377 356.0 \n", + "27 202502 3 257247 242991.0 271503.0 384 363.0 \n", + "28 202501 3 231549 214627.0 248471.0 345 320.0 \n", + "29 202452 3 201726 185870.0 217582.0 302 278.0 \n", + "... ... ... ... ... ... ... ... \n", + "2095 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "2096 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "2097 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "2098 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "2099 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "2100 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "2101 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "2102 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "2103 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "2104 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "2105 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "2106 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "2107 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "2108 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "2109 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "2110 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "2111 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "2112 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "2113 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "2114 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "2115 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "2116 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "2117 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "2118 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "2119 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "2120 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "2121 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "2122 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "2123 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "2124 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 39.0 FR France \n", + "1 43.0 FR France \n", + "2 38.0 FR France \n", + "3 40.0 FR France \n", + "4 42.0 FR France \n", + "5 42.0 FR France \n", + "6 44.0 FR France \n", + "7 35.0 FR France \n", + "8 43.0 FR France \n", + "9 37.0 FR France \n", + "10 30.0 FR France \n", + "11 33.0 FR France \n", + "12 40.0 FR France \n", + "13 52.0 FR France \n", + "14 62.0 FR France \n", + "15 65.0 FR France \n", + "16 68.0 FR France \n", + "17 88.0 FR France \n", + "18 100.0 FR France \n", + "19 101.0 FR France \n", + "20 140.0 FR France \n", + "21 220.0 FR France \n", + "22 331.0 FR France \n", + "23 431.0 FR France \n", + "24 523.0 FR France \n", + "25 548.0 FR France \n", + "26 398.0 FR France \n", + "27 405.0 FR France \n", + "28 370.0 FR France \n", + "29 326.0 FR France \n", + "... ... ... ... \n", + "2095 59.0 FR France \n", + "2096 64.0 FR France \n", + "2097 97.0 FR France \n", + "2098 93.0 FR France \n", + "2099 80.0 FR France \n", + "2100 116.0 FR France \n", + "2101 149.0 FR France \n", + "2102 281.0 FR France \n", + "2103 395.0 FR France \n", + "2104 485.0 FR France \n", + "2105 544.0 FR France \n", + "2106 689.0 FR France \n", + "2107 722.0 FR France \n", + "2108 762.0 FR France \n", + "2109 926.0 FR France \n", + "2110 1113.0 FR France \n", + "2111 1236.0 FR France \n", + "2112 832.0 FR France \n", + "2113 459.0 FR France \n", + "2114 207.0 FR France \n", + "2115 190.0 FR France \n", + "2116 198.0 FR France \n", + "2117 224.0 FR France \n", + "2118 266.0 FR France \n", + "2119 219.0 FR France \n", + "2120 176.0 FR France \n", + "2121 163.0 FR France \n", + "2122 195.0 FR France \n", + "2123 308.0 FR France \n", + "2124 213.0 FR France \n", + "\n", + "[2124 rows x 10 columns]" + ] + }, + "execution_count": 28, + "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": 29, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2162,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 30, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2187,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "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 +2215,58 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "period\n", + "1984-10-29/1984-11-04 68422\n", + "1984-11-05/1984-11-11 135223\n", + "1984-11-12/1984-11-18 87330\n", + "1984-11-19/1984-11-25 72029\n", + "1984-11-26/1984-12-02 78620\n", + "Freq: W-SUN, Name: inc, dtype: object\n", + "object\n" + ] + } + ], + "source": [ + "print(sorted_data['inc'].head())\n", + "print(sorted_data['inc'].dtype)\n", + "sorted_data['inc'] = pd.to_numeric(sorted_data['inc'], errors='coerce')" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "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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2048183919621368150632154915734971747409804877...\n", + "2001 2159140516905188559029902243741719338272374002...\n", + "1987 2247102731155762105879182159982661528665335163...\n", + "2014 2270470947401889129146395027932453719794123911...\n", + "2020 2337159215931672101022953172489770918505712277...\n", + "2012 2409259024213312417846068365140071702114053748...\n", + "1992 2464625165420992372238024297460143732674028185...\n", + "2013 2696638164923858827763847775147152025717873186...\n", + "1990 2721711479406039466147691202218296246223145343...\n", + "2016 2845159415377602291922881784028595131001358518...\n", + "2005 2949349616974501440877539103174832268025639158...\n", + "1997 3010145354012731674112229259470837710765991811...\n", + "2010 3025523151244352498531660460241013321379241212...\n", + "2021 3144207319003098396053641402823252186071819424...\n", + "2018 3256266724062497279428159716114631494912725124...\n", + "2017 3691210015672233342023724065596910598133791390...\n", + "2006 3767157228155281244870821034721881239942664726...\n", + "2009 3972437872292552190125122429367921957869992590...\n", + "2011 3989273267129504926427949545318893611978183311...\n", + "1994 4055416337553217298455894361702310492147831380...\n", + "2015 4143322923582367226850187714105678583165262248...\n", + "1993 4233496340462953638351557480983713535175932409...\n", + "1995 5027478642723459455628065949153661587815962140...\n", + "2004 5164161915042194150410951147351481126592308622...\n", + "2003 5455108726702843212616791240970671598981371103...\n", + "1988 8233721564046631614979061120816782323282464142...\n", + "2022 8567106658699673786038055781795301141915052179...\n", + "1989 8758703379374950779775391553735243437303988246...\n", + "1991 8811399020193425424051111461561820433197231301...\n", + "dtype: object" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,9 +2490,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "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 +2546,7 @@ "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..1ed10c4d2ee352b15aa5b874b427f92704818dc6 --- /dev/null +++ b/module3/exo1/syndrome-grippal.csv @@ -0,0 +1,2127 @@ +# {"source":"réseau Sentinelles, INSERM, Sorbonne Université, https:\/\/www.sentiweb.fr","meta":{"period":[198444,202529],"geo":["PAY",0],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false,"age_group":false,"span":"all"},"date":"2025-07-23T10:08:56+02:00","bundle":"1753258136"} +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +202529,3,20122,14389,25855,30,21,39,FR,France +202528,3,23543,18336,28750,35,27,43,FR,France +202527,3,21453,17129,25777,32,26,38,FR,France +202526,3,21945,17422,26468,33,26,40,FR,France +202525,3,23323,18546,28100,35,28,42,FR,France +202524,3,23154,18577,27731,35,28,42,FR,France +202523,3,24391,19307,29475,36,28,44,FR,France +202522,3,18755,14333,23177,28,21,35,FR,France +202521,3,23760,18671,28849,35,27,43,FR,France +202520,3,20265,15814,24716,30,23,37,FR,France +202519,3,16264,12394,20134,24,18,30,FR,France +202518,3,18115,13975,22255,27,21,33,FR,France +202517,3,22150,17291,27009,33,26,40,FR,France +202516,3,28564,22550,34578,43,34,52,FR,France +202515,3,35721,29592,41850,53,44,62,FR,France +202514,3,37579,31232,43926,56,47,65,FR,France +202513,3,39673,33686,45660,59,50,68,FR,France +202512,3,52543,45627,59459,78,68,88,FR,France +202511,3,59469,52154,66784,89,78,100,FR,France +202510,3,60334,53048,67620,90,79,101,FR,France +202509,3,84531,74994,94068,126,112,140,FR,France 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