diff --git a/module2/exo2/exercice.ipynb b/module2/exo2/exercice.ipynb index 7cb5003c17c6f171e5ca4d6c167895cd824fec1a..cdfb4ba1d605406cd92284438601338ca0eb4dc1 100644 --- a/module2/exo2/exercice.ipynb +++ b/module2/exo2/exercice.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -37,7 +37,7 @@ "14.113000000000001" ] }, - "execution_count": 13, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -48,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -57,7 +57,7 @@ "2.8" ] }, - "execution_count": 15, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -68,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -77,7 +77,7 @@ "23.4" ] }, - "execution_count": 17, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -88,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -97,7 +97,7 @@ "14.5" ] }, - "execution_count": 19, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -108,7 +108,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -117,7 +117,7 @@ "4.312369534258399" ] }, - "execution_count": 20, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5b58a3ae26346460dd39e62a39c55243d7..0b760837ff681db7d24394a016d6beb81706ce44 100644 --- a/module3/exo1/analyse-syndrome-grippal.ipynb +++ b/module3/exo1/analyse-syndrome-grippal.ipynb @@ -9,14 +9,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", - "import isoweek" + "import isoweek\n", + "import os\n", + "import urllib" ] }, { @@ -28,15 +30,30 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 42, + "metadata": {}, "outputs": [], "source": [ "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Nous conservons les données dans un fichier local, afin que la conservation du fichier sur lequel nous effectuons notre analyse soit robuste aux défaillances du site Sentiweb. À cette fin également, nous ne retéléchargeons pas automatiquement une nouvelle version à chaque exécution, mais seulement si le fichier local est manquant." + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "if not os.path.exists(\"incidence-PAY-3.csv\"):\n", + " urllib.request.urlretrieve(data_url, \"incidence-PAY-3.csv\")" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -61,9 +78,976 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
02022343142029453.018951.02114.028.0FRFrance
12022333130518947.017155.02014.026.0FRFrance
220223232225716158.028356.03425.043.0FRFrance
320223132182816268.027388.03325.041.0FRFrance
420223031966314779.024547.03023.037.0FRFrance
520222932426818906.029630.03729.045.0FRFrance
620222832484519214.030476.03729.045.0FRFrance
720222734074533994.047496.06151.071.0FRFrance
820222633401028521.039499.05143.059.0FRFrance
920222532337719042.027712.03528.042.0FRFrance
1020222432632821829.030827.04033.047.0FRFrance
1120222332343018950.027910.03528.042.0FRFrance
1220222231895115099.022803.02923.035.0FRFrance
1320222131363210251.017013.02116.026.0FRFrance
1420222031978715756.023818.03024.036.0FRFrance
1520221931788414079.021689.02721.033.0FRFrance
1620221833035325089.035617.04638.054.0FRFrance
1720221733600630373.041639.05446.062.0FRFrance
1820221634994942836.057062.07564.086.0FRFrance
19202215310080690824.0110788.0152137.0167.0FRFrance
202022143155441143891.0166991.0234217.0251.0FRFrance
212022133191914179558.0204270.0289270.0308.0FRFrance
222022123166224155035.0177413.0251234.0268.0FRFrance
232022113122849113306.0132392.0185171.0199.0FRFrance
2420221038790479741.096067.0133121.0145.0FRFrance
2520220935018243958.056406.07667.085.0FRFrance
2620220833096325942.035984.04739.055.0FRFrance
2720220733488229446.040318.05345.061.0FRFrance
2820220634662340398.052848.07061.079.0FRFrance
2920220536297056043.069897.09585.0105.0FRFrance
.................................
194419852132609619621.032571.04735.059.0FRFrance
194519852032789620885.034907.05138.064.0FRFrance
194619851934315432821.053487.07859.097.0FRFrance
194719851834055529935.051175.07455.093.0FRFrance
194819851733405324366.043740.06244.080.0FRFrance
194919851635036236451.064273.09166.0116.0FRFrance
195019851536388145538.082224.011683.0149.0FRFrance
19511985143134545114400.0154690.0244207.0281.0FRFrance
19521985133197206176080.0218332.0357319.0395.0FRFrance
19531985123245240223304.0267176.0445405.0485.0FRFrance
19541985113276205252399.0300011.0501458.0544.0FRFrance
19551985103353231326279.0380183.0640591.0689.0FRFrance
19561985093369895341109.0398681.0670618.0722.0FRFrance
19571985083389886359529.0420243.0707652.0762.0FRFrance
19581985073471852432599.0511105.0855784.0926.0FRFrance
19591985063565825518011.0613639.01026939.01113.0FRFrance
19601985053637302592795.0681809.011551074.01236.0FRFrance
19611985043424937390794.0459080.0770708.0832.0FRFrance
19621985033213901174689.0253113.0388317.0459.0FRFrance
196319850239758680949.0114223.0177147.0207.0FRFrance
196419850138548965918.0105060.0155120.0190.0FRFrance
196519845238483060602.0109058.0154110.0198.0FRFrance
1966198451310172680242.0123210.0185146.0224.0FRFrance
19671984503123680101401.0145959.0225184.0266.0FRFrance
1968198449310107381684.0120462.0184149.0219.0FRFrance
196919844837862060634.096606.0143110.0176.0FRFrance
197019844737202954274.089784.013199.0163.0FRFrance
197119844638733067686.0106974.0159123.0195.0FRFrance
19721984453135223101414.0169032.0246184.0308.0FRFrance
197319844436842220056.0116788.012537.0213.0FRFrance
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1974 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202234 3 14202 9453.0 18951.0 21 14.0 \n", + "1 202233 3 13051 8947.0 17155.0 20 14.0 \n", + "2 202232 3 22257 16158.0 28356.0 34 25.0 \n", + "3 202231 3 21828 16268.0 27388.0 33 25.0 \n", + "4 202230 3 19663 14779.0 24547.0 30 23.0 \n", + "5 202229 3 24268 18906.0 29630.0 37 29.0 \n", + "6 202228 3 24845 19214.0 30476.0 37 29.0 \n", + "7 202227 3 40745 33994.0 47496.0 61 51.0 \n", + "8 202226 3 34010 28521.0 39499.0 51 43.0 \n", + "9 202225 3 23377 19042.0 27712.0 35 28.0 \n", + "10 202224 3 26328 21829.0 30827.0 40 33.0 \n", + "11 202223 3 23430 18950.0 27910.0 35 28.0 \n", + "12 202222 3 18951 15099.0 22803.0 29 23.0 \n", + "13 202221 3 13632 10251.0 17013.0 21 16.0 \n", + "14 202220 3 19787 15756.0 23818.0 30 24.0 \n", + "15 202219 3 17884 14079.0 21689.0 27 21.0 \n", + "16 202218 3 30353 25089.0 35617.0 46 38.0 \n", + "17 202217 3 36006 30373.0 41639.0 54 46.0 \n", + "18 202216 3 49949 42836.0 57062.0 75 64.0 \n", + "19 202215 3 100806 90824.0 110788.0 152 137.0 \n", + "20 202214 3 155441 143891.0 166991.0 234 217.0 \n", + "21 202213 3 191914 179558.0 204270.0 289 270.0 \n", + "22 202212 3 166224 155035.0 177413.0 251 234.0 \n", + "23 202211 3 122849 113306.0 132392.0 185 171.0 \n", + "24 202210 3 87904 79741.0 96067.0 133 121.0 \n", + "25 202209 3 50182 43958.0 56406.0 76 67.0 \n", + "26 202208 3 30963 25942.0 35984.0 47 39.0 \n", + "27 202207 3 34882 29446.0 40318.0 53 45.0 \n", + "28 202206 3 46623 40398.0 52848.0 70 61.0 \n", + "29 202205 3 62970 56043.0 69897.0 95 85.0 \n", + "... ... ... ... ... ... ... ... \n", + "1944 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1945 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1946 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1947 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1948 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1949 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1950 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1951 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1952 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1953 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1954 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1955 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1956 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1957 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1958 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1959 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1960 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1961 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1962 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1963 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1964 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1965 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1966 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1967 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1968 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1969 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1970 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1971 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1972 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1973 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 28.0 FR France \n", + "1 26.0 FR France \n", + "2 43.0 FR France \n", + "3 41.0 FR France \n", + "4 37.0 FR France \n", + "5 45.0 FR France \n", + "6 45.0 FR France \n", + "7 71.0 FR France \n", + "8 59.0 FR France \n", + "9 42.0 FR France \n", + "10 47.0 FR France \n", + "11 42.0 FR France \n", + "12 35.0 FR France \n", + "13 26.0 FR France \n", + "14 36.0 FR France \n", + "15 33.0 FR France \n", + "16 54.0 FR France \n", + "17 62.0 FR France \n", + "18 86.0 FR France \n", + "19 167.0 FR France \n", + "20 251.0 FR France \n", + "21 308.0 FR France \n", + "22 268.0 FR France \n", + "23 199.0 FR France \n", + "24 145.0 FR France \n", + "25 85.0 FR France \n", + "26 55.0 FR France \n", + "27 61.0 FR France \n", + "28 79.0 FR France \n", + "29 105.0 FR France \n", + "... ... ... ... \n", + "1944 59.0 FR France \n", + "1945 64.0 FR France \n", + "1946 97.0 FR France \n", + "1947 93.0 FR France \n", + "1948 80.0 FR France \n", + "1949 116.0 FR France \n", + "1950 149.0 FR France \n", + "1951 281.0 FR France \n", + "1952 395.0 FR France \n", + "1953 485.0 FR France \n", + "1954 544.0 FR France \n", + "1955 689.0 FR France \n", + "1956 722.0 FR France \n", + "1957 762.0 FR France \n", + "1958 926.0 FR France \n", + "1959 1113.0 FR France \n", + "1960 1236.0 FR France \n", + "1961 832.0 FR France \n", + "1962 459.0 FR France \n", + "1963 207.0 FR France \n", + "1964 190.0 FR France \n", + "1965 198.0 FR France \n", + "1966 224.0 FR France \n", + "1967 266.0 FR France \n", + "1968 219.0 FR France \n", + "1969 176.0 FR France \n", + "1970 163.0 FR France \n", + "1971 195.0 FR France \n", + "1972 308.0 FR France \n", + "1973 213.0 FR France \n", + "\n", + "[1974 rows x 10 columns]" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data = pd.read_csv(data_url, skiprows=1)\n", "raw_data" @@ -78,9 +1062,73 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
173719891930NaNNaN0NaNNaNFRFrance
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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low inc100_up \\\n", + "1737 198919 3 0 NaN NaN 0 NaN NaN \n", + "\n", + " geo_insee geo_name \n", + "1737 FR France " + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data[raw_data.isnull().any(axis=1)]" ] @@ -94,9 +1142,976 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
02022343142029453.018951.02114.028.0FRFrance
12022333130518947.017155.02014.026.0FRFrance
220223232225716158.028356.03425.043.0FRFrance
320223132182816268.027388.03325.041.0FRFrance
420223031966314779.024547.03023.037.0FRFrance
520222932426818906.029630.03729.045.0FRFrance
620222832484519214.030476.03729.045.0FRFrance
720222734074533994.047496.06151.071.0FRFrance
820222633401028521.039499.05143.059.0FRFrance
920222532337719042.027712.03528.042.0FRFrance
1020222432632821829.030827.04033.047.0FRFrance
1120222332343018950.027910.03528.042.0FRFrance
1220222231895115099.022803.02923.035.0FRFrance
1320222131363210251.017013.02116.026.0FRFrance
1420222031978715756.023818.03024.036.0FRFrance
1520221931788414079.021689.02721.033.0FRFrance
1620221833035325089.035617.04638.054.0FRFrance
1720221733600630373.041639.05446.062.0FRFrance
1820221634994942836.057062.07564.086.0FRFrance
19202215310080690824.0110788.0152137.0167.0FRFrance
202022143155441143891.0166991.0234217.0251.0FRFrance
212022133191914179558.0204270.0289270.0308.0FRFrance
222022123166224155035.0177413.0251234.0268.0FRFrance
232022113122849113306.0132392.0185171.0199.0FRFrance
2420221038790479741.096067.0133121.0145.0FRFrance
2520220935018243958.056406.07667.085.0FRFrance
2620220833096325942.035984.04739.055.0FRFrance
2720220733488229446.040318.05345.061.0FRFrance
2820220634662340398.052848.07061.079.0FRFrance
2920220536297056043.069897.09585.0105.0FRFrance
.................................
194419852132609619621.032571.04735.059.0FRFrance
194519852032789620885.034907.05138.064.0FRFrance
194619851934315432821.053487.07859.097.0FRFrance
194719851834055529935.051175.07455.093.0FRFrance
194819851733405324366.043740.06244.080.0FRFrance
194919851635036236451.064273.09166.0116.0FRFrance
195019851536388145538.082224.011683.0149.0FRFrance
19511985143134545114400.0154690.0244207.0281.0FRFrance
19521985133197206176080.0218332.0357319.0395.0FRFrance
19531985123245240223304.0267176.0445405.0485.0FRFrance
19541985113276205252399.0300011.0501458.0544.0FRFrance
19551985103353231326279.0380183.0640591.0689.0FRFrance
19561985093369895341109.0398681.0670618.0722.0FRFrance
19571985083389886359529.0420243.0707652.0762.0FRFrance
19581985073471852432599.0511105.0855784.0926.0FRFrance
19591985063565825518011.0613639.01026939.01113.0FRFrance
19601985053637302592795.0681809.011551074.01236.0FRFrance
19611985043424937390794.0459080.0770708.0832.0FRFrance
19621985033213901174689.0253113.0388317.0459.0FRFrance
196319850239758680949.0114223.0177147.0207.0FRFrance
196419850138548965918.0105060.0155120.0190.0FRFrance
196519845238483060602.0109058.0154110.0198.0FRFrance
1966198451310172680242.0123210.0185146.0224.0FRFrance
19671984503123680101401.0145959.0225184.0266.0FRFrance
1968198449310107381684.0120462.0184149.0219.0FRFrance
196919844837862060634.096606.0143110.0176.0FRFrance
197019844737202954274.089784.013199.0163.0FRFrance
197119844638733067686.0106974.0159123.0195.0FRFrance
19721984453135223101414.0169032.0246184.0308.0FRFrance
197319844436842220056.0116788.012537.0213.0FRFrance
\n", + "

1973 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202234 3 14202 9453.0 18951.0 21 14.0 \n", + "1 202233 3 13051 8947.0 17155.0 20 14.0 \n", + "2 202232 3 22257 16158.0 28356.0 34 25.0 \n", + "3 202231 3 21828 16268.0 27388.0 33 25.0 \n", + "4 202230 3 19663 14779.0 24547.0 30 23.0 \n", + "5 202229 3 24268 18906.0 29630.0 37 29.0 \n", + "6 202228 3 24845 19214.0 30476.0 37 29.0 \n", + "7 202227 3 40745 33994.0 47496.0 61 51.0 \n", + "8 202226 3 34010 28521.0 39499.0 51 43.0 \n", + "9 202225 3 23377 19042.0 27712.0 35 28.0 \n", + "10 202224 3 26328 21829.0 30827.0 40 33.0 \n", + "11 202223 3 23430 18950.0 27910.0 35 28.0 \n", + "12 202222 3 18951 15099.0 22803.0 29 23.0 \n", + "13 202221 3 13632 10251.0 17013.0 21 16.0 \n", + "14 202220 3 19787 15756.0 23818.0 30 24.0 \n", + "15 202219 3 17884 14079.0 21689.0 27 21.0 \n", + "16 202218 3 30353 25089.0 35617.0 46 38.0 \n", + "17 202217 3 36006 30373.0 41639.0 54 46.0 \n", + "18 202216 3 49949 42836.0 57062.0 75 64.0 \n", + "19 202215 3 100806 90824.0 110788.0 152 137.0 \n", + "20 202214 3 155441 143891.0 166991.0 234 217.0 \n", + "21 202213 3 191914 179558.0 204270.0 289 270.0 \n", + "22 202212 3 166224 155035.0 177413.0 251 234.0 \n", + "23 202211 3 122849 113306.0 132392.0 185 171.0 \n", + "24 202210 3 87904 79741.0 96067.0 133 121.0 \n", + "25 202209 3 50182 43958.0 56406.0 76 67.0 \n", + "26 202208 3 30963 25942.0 35984.0 47 39.0 \n", + "27 202207 3 34882 29446.0 40318.0 53 45.0 \n", + "28 202206 3 46623 40398.0 52848.0 70 61.0 \n", + "29 202205 3 62970 56043.0 69897.0 95 85.0 \n", + "... ... ... ... ... ... ... ... \n", + "1944 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1945 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1946 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1947 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1948 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1949 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1950 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1951 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1952 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1953 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1954 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1955 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1956 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1957 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1958 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1959 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1960 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1961 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1962 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1963 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1964 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1965 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1966 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1967 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1968 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1969 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1970 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1971 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1972 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1973 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 28.0 FR France \n", + "1 26.0 FR France \n", + "2 43.0 FR France \n", + "3 41.0 FR France \n", + "4 37.0 FR France \n", + "5 45.0 FR France \n", + "6 45.0 FR France \n", + "7 71.0 FR France \n", + "8 59.0 FR France \n", + "9 42.0 FR France \n", + "10 47.0 FR France \n", + "11 42.0 FR France \n", + "12 35.0 FR France \n", + "13 26.0 FR France \n", + "14 36.0 FR France \n", + "15 33.0 FR France \n", + "16 54.0 FR France \n", + "17 62.0 FR France \n", + "18 86.0 FR France \n", + "19 167.0 FR France \n", + "20 251.0 FR France \n", + "21 308.0 FR France \n", + "22 268.0 FR France \n", + "23 199.0 FR France \n", + "24 145.0 FR France \n", + "25 85.0 FR France \n", + "26 55.0 FR France \n", + "27 61.0 FR France \n", + "28 79.0 FR France \n", + "29 105.0 FR France \n", + "... ... ... ... \n", + "1944 59.0 FR France \n", + "1945 64.0 FR France \n", + "1946 97.0 FR France \n", + "1947 93.0 FR France \n", + "1948 80.0 FR France \n", + "1949 116.0 FR France \n", + "1950 149.0 FR France \n", + "1951 281.0 FR France \n", + "1952 395.0 FR France \n", + "1953 485.0 FR France \n", + "1954 544.0 FR France \n", + "1955 689.0 FR France \n", + "1956 722.0 FR France \n", + "1957 762.0 FR France \n", + "1958 926.0 FR France \n", + "1959 1113.0 FR France \n", + "1960 1236.0 FR France \n", + "1961 832.0 FR France \n", + "1962 459.0 FR France \n", + "1963 207.0 FR France \n", + "1964 190.0 FR France \n", + "1965 198.0 FR France \n", + "1966 224.0 FR France \n", + "1967 266.0 FR France \n", + "1968 219.0 FR France \n", + "1969 176.0 FR France \n", + "1970 163.0 FR France \n", + "1971 195.0 FR France \n", + "1972 308.0 FR France \n", + "1973 213.0 FR France \n", + "\n", + "[1973 rows x 10 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -122,7 +2137,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2167,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 48, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2192,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "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 +2220,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", 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5115251\n", + "1990 5235827\n", + "1989 5466192\n", + "dtype: int64" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,21 +2466,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 55, + "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)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [] } ], "metadata": { @@ -364,7 +2513,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.1" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/module3/exo1/incidence-PAY-3.csv b/module3/exo1/incidence-PAY-3.csv new file mode 100644 index 0000000000000000000000000000000000000000..7617abb93caae33ecfc27e77792cc447c4edb98b --- /dev/null +++ b/module3/exo1/incidence-PAY-3.csv @@ -0,0 +1,1976 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[198444,202234],"geo":["PAY","1"],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false}, @date=2022-09-02T23:15:28+02:00 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