diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5b58a3ae26346460dd39e62a39c55243d7..e9d566a7eda298e51859cebf1d08f140aa3b6e19 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": [ @@ -28,10 +28,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 16, + "metadata": {}, "outputs": [], "source": [ "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" @@ -59,13 +57,1011 @@ "La première ligne du fichier CSV est un commentaire, que nous ignorons en précisant `skiprows=1`." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " Vérification si le fichier existe en local, sinon le télécharge en ligne : " + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Local File used\n" + ] + } + ], + "source": [ + "data_local = \"./\" + data_url[32:]\n", + "try : \n", + " pd.read_csv(data_local, skiprows=1)\n", + " print(\"Local File used\")\n", + "except :\n", + " raw_data = pd.read_csv(data_url, skiprows=1)\n", + " raw_data.to_csv(data_local)\n", + " print(\"Online file downloaded\")\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020204334419237831.050553.06757.077.0FRFrance
120204233515529821.040489.05345.061.0FRFrance
220204132787723206.032548.04235.049.0FRFrance
320204032044316381.024505.03125.037.0FRFrance
420203931981015900.023720.03024.036.0FRFrance
520203832556221142.029982.03932.046.0FRFrance
620203731848514649.022321.02822.034.0FRFrance
72020363103907646.013134.01612.020.0FRFrance
8202035399186842.012994.01510.020.0FRFrance
9202034360843090.09078.094.014.0FRFrance
10202033361063411.08801.095.013.0FRFrance
11202032359183330.08506.095.013.0FRFrance
12202031343512269.06433.074.010.0FRFrance
13202030381795442.010916.0128.016.0FRFrance
14202029386875860.011514.0139.017.0FRFrance
15202028383405701.010979.0139.017.0FRFrance
16202027340662406.05726.063.09.0FRFrance
17202026340392389.05689.063.09.0FRFrance
18202025328531488.04218.042.06.0FRFrance
19202024330581690.04426.053.07.0FRFrance
20202023341682468.05868.063.09.0FRFrance
21202022335801947.05213.053.07.0FRFrance
22202021361144026.08202.096.012.0FRFrance
23202020393156775.011855.01410.018.0FRFrance
242020193116798722.014636.01814.022.0FRFrance
2520201831639812851.019945.02520.030.0FRFrance
2620201731808214454.021710.02721.033.0FRFrance
2720201632416519893.028437.03731.043.0FRFrance
2820201534104935377.046721.06253.071.0FRFrance
2920201437166664531.078801.010998.0120.0FRFrance
.................................
184819852132609619621.032571.04735.059.0FRFrance
184919852032789620885.034907.05138.064.0FRFrance
185019851934315432821.053487.07859.097.0FRFrance
185119851834055529935.051175.07455.093.0FRFrance
185219851733405324366.043740.06244.080.0FRFrance
185319851635036236451.064273.09166.0116.0FRFrance
185419851536388145538.082224.011683.0149.0FRFrance
18551985143134545114400.0154690.0244207.0281.0FRFrance
18561985133197206176080.0218332.0357319.0395.0FRFrance
18571985123245240223304.0267176.0445405.0485.0FRFrance
18581985113276205252399.0300011.0501458.0544.0FRFrance
18591985103353231326279.0380183.0640591.0689.0FRFrance
18601985093369895341109.0398681.0670618.0722.0FRFrance
18611985083389886359529.0420243.0707652.0762.0FRFrance
18621985073471852432599.0511105.0855784.0926.0FRFrance
18631985063565825518011.0613639.01026939.01113.0FRFrance
18641985053637302592795.0681809.011551074.01236.0FRFrance
18651985043424937390794.0459080.0770708.0832.0FRFrance
18661985033213901174689.0253113.0388317.0459.0FRFrance
186719850239758680949.0114223.0177147.0207.0FRFrance
186819850138548965918.0105060.0155120.0190.0FRFrance
186919845238483060602.0109058.0154110.0198.0FRFrance
1870198451310172680242.0123210.0185146.0224.0FRFrance
18711984503123680101401.0145959.0225184.0266.0FRFrance
1872198449310107381684.0120462.0184149.0219.0FRFrance
187319844837862060634.096606.0143110.0176.0FRFrance
187419844737202954274.089784.013199.0163.0FRFrance
187519844638733067686.0106974.0159123.0195.0FRFrance
18761984453135223101414.0169032.0246184.0308.0FRFrance
187719844436842220056.0116788.012537.0213.0FRFrance
\n", + "

1878 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202043 3 44192 37831.0 50553.0 67 57.0 \n", + "1 202042 3 35155 29821.0 40489.0 53 45.0 \n", + "2 202041 3 27877 23206.0 32548.0 42 35.0 \n", + "3 202040 3 20443 16381.0 24505.0 31 25.0 \n", + "4 202039 3 19810 15900.0 23720.0 30 24.0 \n", + "5 202038 3 25562 21142.0 29982.0 39 32.0 \n", + "6 202037 3 18485 14649.0 22321.0 28 22.0 \n", + "7 202036 3 10390 7646.0 13134.0 16 12.0 \n", + "8 202035 3 9918 6842.0 12994.0 15 10.0 \n", + "9 202034 3 6084 3090.0 9078.0 9 4.0 \n", + "10 202033 3 6106 3411.0 8801.0 9 5.0 \n", + "11 202032 3 5918 3330.0 8506.0 9 5.0 \n", + "12 202031 3 4351 2269.0 6433.0 7 4.0 \n", + "13 202030 3 8179 5442.0 10916.0 12 8.0 \n", + "14 202029 3 8687 5860.0 11514.0 13 9.0 \n", + "15 202028 3 8340 5701.0 10979.0 13 9.0 \n", + "16 202027 3 4066 2406.0 5726.0 6 3.0 \n", + "17 202026 3 4039 2389.0 5689.0 6 3.0 \n", + "18 202025 3 2853 1488.0 4218.0 4 2.0 \n", + "19 202024 3 3058 1690.0 4426.0 5 3.0 \n", + "20 202023 3 4168 2468.0 5868.0 6 3.0 \n", + "21 202022 3 3580 1947.0 5213.0 5 3.0 \n", + "22 202021 3 6114 4026.0 8202.0 9 6.0 \n", + "23 202020 3 9315 6775.0 11855.0 14 10.0 \n", + "24 202019 3 11679 8722.0 14636.0 18 14.0 \n", + "25 202018 3 16398 12851.0 19945.0 25 20.0 \n", + "26 202017 3 18082 14454.0 21710.0 27 21.0 \n", + "27 202016 3 24165 19893.0 28437.0 37 31.0 \n", + "28 202015 3 41049 35377.0 46721.0 62 53.0 \n", + "29 202014 3 71666 64531.0 78801.0 109 98.0 \n", + "... ... ... ... ... ... ... ... \n", + "1848 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1849 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1850 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1851 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1852 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1853 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1854 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1855 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1856 198513 3 197206 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"1874 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1875 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1876 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1877 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 77.0 FR France \n", + "1 61.0 FR France \n", + "2 49.0 FR France \n", + "3 37.0 FR France \n", + "4 36.0 FR France \n", + "5 46.0 FR France \n", + "6 34.0 FR France \n", + "7 20.0 FR France \n", + "8 20.0 FR France \n", + "9 14.0 FR France \n", + "10 13.0 FR France \n", + "11 13.0 FR France \n", + "12 10.0 FR France \n", + "13 16.0 FR France \n", + "14 17.0 FR France \n", + "15 17.0 FR France \n", + "16 9.0 FR France \n", + "17 9.0 FR France \n", + "18 6.0 FR France \n", + "19 7.0 FR France \n", + "20 9.0 FR France \n", + "21 7.0 FR France \n", + "22 12.0 FR France \n", + "23 18.0 FR France \n", + "24 22.0 FR France \n", + "25 30.0 FR France \n", + "26 33.0 FR France \n", + "27 43.0 FR France \n", + "28 71.0 FR France \n", + "29 120.0 FR France \n", + "... ... ... ... \n", + "1848 59.0 FR France \n", + "1849 64.0 FR France \n", + "1850 97.0 FR France \n", + "1851 93.0 FR France \n", + "1852 80.0 FR France \n", + "1853 116.0 FR France \n", + "1854 149.0 FR France \n", + "1855 281.0 FR France \n", + "1856 395.0 FR France \n", + "1857 485.0 FR France \n", + "1858 544.0 FR France \n", + "1859 689.0 FR France \n", + "1860 722.0 FR France \n", + "1861 762.0 FR France \n", + "1862 926.0 FR France \n", + "1863 1113.0 FR France \n", + "1864 1236.0 FR France \n", + "1865 832.0 FR France \n", + "1866 459.0 FR France \n", + "1867 207.0 FR France \n", + "1868 190.0 FR France \n", + "1869 198.0 FR France \n", + "1870 224.0 FR France \n", + "1871 266.0 FR France \n", + "1872 219.0 FR France \n", + "1873 176.0 FR France \n", + "1874 163.0 FR France \n", + "1875 195.0 FR France \n", + "1876 308.0 FR France \n", + "1877 213.0 FR France \n", + "\n", + "[1878 rows x 10 columns]" + ] + }, + "execution_count": 26, + 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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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22202021361144026.08202.096.012.0FRFrance
23202020393156775.011855.01410.018.0FRFrance
242020193116798722.014636.01814.022.0FRFrance
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2720201632416519893.028437.03731.043.0FRFrance
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.................................
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1877 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202043 3 44192 37831.0 50553.0 67 57.0 \n", + "1 202042 3 35155 29821.0 40489.0 53 45.0 \n", + "2 202041 3 27877 23206.0 32548.0 42 35.0 \n", + "3 202040 3 20443 16381.0 24505.0 31 25.0 \n", + "4 202039 3 19810 15900.0 23720.0 30 24.0 \n", + "5 202038 3 25562 21142.0 29982.0 39 32.0 \n", + "6 202037 3 18485 14649.0 22321.0 28 22.0 \n", + "7 202036 3 10390 7646.0 13134.0 16 12.0 \n", + "8 202035 3 9918 6842.0 12994.0 15 10.0 \n", + "9 202034 3 6084 3090.0 9078.0 9 4.0 \n", + "10 202033 3 6106 3411.0 8801.0 9 5.0 \n", + "11 202032 3 5918 3330.0 8506.0 9 5.0 \n", + "12 202031 3 4351 2269.0 6433.0 7 4.0 \n", + "13 202030 3 8179 5442.0 10916.0 12 8.0 \n", + "14 202029 3 8687 5860.0 11514.0 13 9.0 \n", + "15 202028 3 8340 5701.0 10979.0 13 9.0 \n", + "16 202027 3 4066 2406.0 5726.0 6 3.0 \n", + "17 202026 3 4039 2389.0 5689.0 6 3.0 \n", + "18 202025 3 2853 1488.0 4218.0 4 2.0 \n", + "19 202024 3 3058 1690.0 4426.0 5 3.0 \n", + "20 202023 3 4168 2468.0 5868.0 6 3.0 \n", + "21 202022 3 3580 1947.0 5213.0 5 3.0 \n", + "22 202021 3 6114 4026.0 8202.0 9 6.0 \n", + "23 202020 3 9315 6775.0 11855.0 14 10.0 \n", + "24 202019 3 11679 8722.0 14636.0 18 14.0 \n", + "25 202018 3 16398 12851.0 19945.0 25 20.0 \n", + "26 202017 3 18082 14454.0 21710.0 27 21.0 \n", + "27 202016 3 24165 19893.0 28437.0 37 31.0 \n", + "28 202015 3 41049 35377.0 46721.0 62 53.0 \n", + "29 202014 3 71666 64531.0 78801.0 109 98.0 \n", + "... ... ... ... ... ... ... ... \n", + "1848 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1849 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1850 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1851 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1852 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1853 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1854 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1855 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1856 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1857 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1858 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1859 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1860 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1861 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1862 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1863 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1864 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1865 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1866 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1867 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1868 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1869 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1870 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1871 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1872 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1873 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1874 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1875 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1876 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1877 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 77.0 FR France \n", + "1 61.0 FR France \n", + "2 49.0 FR France \n", + "3 37.0 FR France \n", + "4 36.0 FR France \n", + "5 46.0 FR France \n", + "6 34.0 FR France \n", + "7 20.0 FR France \n", + "8 20.0 FR France \n", + "9 14.0 FR France \n", + "10 13.0 FR France \n", + "11 13.0 FR France \n", + "12 10.0 FR France \n", + "13 16.0 FR France \n", + "14 17.0 FR France \n", + "15 17.0 FR France \n", + "16 9.0 FR France \n", + "17 9.0 FR France \n", + "18 6.0 FR France \n", + "19 7.0 FR France \n", + "20 9.0 FR France \n", + "21 7.0 FR France \n", + "22 12.0 FR France \n", + "23 18.0 FR France \n", + "24 22.0 FR France \n", + "25 30.0 FR France \n", + "26 33.0 FR France \n", + "27 43.0 FR France \n", + "28 71.0 FR France \n", + "29 120.0 FR France \n", + "... ... ... ... \n", + "1848 59.0 FR France \n", + "1849 64.0 FR France \n", + "1850 97.0 FR France \n", + "1851 93.0 FR France \n", + "1852 80.0 FR France \n", + "1853 116.0 FR France \n", + "1854 149.0 FR France \n", + "1855 281.0 FR France \n", + "1856 395.0 FR France \n", + "1857 485.0 FR France \n", + "1858 544.0 FR France \n", + "1859 689.0 FR France \n", + "1860 722.0 FR France \n", + "1861 762.0 FR France \n", + "1862 926.0 FR France \n", + "1863 1113.0 FR France \n", + "1864 1236.0 FR France \n", + "1865 832.0 FR France \n", + "1866 459.0 FR France \n", + "1867 207.0 FR France \n", + "1868 190.0 FR France \n", + "1869 198.0 FR France \n", + "1870 224.0 FR France \n", + "1871 266.0 FR France \n", + "1872 219.0 FR France \n", + "1873 176.0 FR France \n", + "1874 163.0 FR France \n", + "1875 195.0 FR France \n", + "1876 308.0 FR France \n", + "1877 213.0 FR France \n", + "\n", + "[1877 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -122,7 +2149,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2179,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 7, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2204,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "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 +2232,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "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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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "yearly_incidence.plot(style='*')" ] @@ -314,9 +2414,54 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "2014 1600941\n", + "1991 1659249\n", + "1995 1840410\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": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,9 +2476,32 @@ }, { "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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