diff --git a/module3/exo1/influenza-like-illness-analysis.ipynb b/module3/exo1/influenza-like-illness-analysis.ipynb index 87092fc69cd90ff457ea56284b789cb0de199a41..2bc6d53da4bcf7cfcb7f1eb6a3ae0b523d1bd1ab 100644 --- a/module3/exo1/influenza-like-illness-analysis.ipynb +++ b/module3/exo1/influenza-like-illness-analysis.ipynb @@ -9,10 +9,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 11, + "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", @@ -30,13 +28,11 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 12, + "metadata": {}, "outputs": [], "source": [ - "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" + "data_url = \"https://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" ] }, { @@ -71,6 +67,13 @@ "raw_data" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "I downloaded the CSV file from the sentilles webpage and added the URL to the notebook. Then I ran the command to save and show the data" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -80,9 +83,73 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
175519891930NaNNaN0NaNNaNFRFrance
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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low inc100_up \\\n", + "1755 198919 3 0 NaN NaN 0 NaN NaN \n", + "\n", + " geo_insee geo_name \n", + "1755 FR France " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data[raw_data.isnull().any(axis=1)]" ] @@ -96,11 +163,978 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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42022483121884111932.0131836.0184169.0199.0FRFrance
520224739644787259.0105635.0145131.0159.0FRFrance
620224636773560075.075395.010290.0114.0FRFrance
720224534530638909.051703.06858.078.0FRFrance
820224433471328880.040546.05243.061.0FRFrance
920224334476936884.052654.06856.080.0FRFrance
1020224234746240773.054151.07262.082.0FRFrance
1120224134858342388.054778.07364.082.0FRFrance
1220224034192736115.047739.06354.072.0FRFrance
1320223933990234168.045636.06051.069.0FRFrance
1420223832878123733.033829.04335.051.0FRFrance
1520223732139517076.025714.03225.039.0FRFrance
1620223631412010487.017753.02116.026.0FRFrance
17202235392836485.012081.01410.018.0FRFrance
18202234374984731.010265.0117.015.0FRFrance
19202233375864442.010730.0116.016.0FRFrance
202022323122227749.016695.01811.025.0FRFrance
212022313132578905.017609.02013.027.0FRFrance
2220223031500610738.019274.02317.029.0FRFrance
2320222932080115829.025773.03124.038.0FRFrance
2420222832338717970.028804.03527.043.0FRFrance
2520222733601529709.042321.05444.064.0FRFrance
2620222632942124314.034528.04436.052.0FRFrance
2720222532288718582.027192.03529.041.0FRFrance
2820222431929415406.023182.02923.035.0FRFrance
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.................................
196219852132609619621.032571.04735.059.0FRFrance
196319852032789620885.034907.05138.064.0FRFrance
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\n", + "18 202234 3 7498 4731.0 10265.0 11 7.0 \n", + "19 202233 3 7586 4442.0 10730.0 11 6.0 \n", + "20 202232 3 12222 7749.0 16695.0 18 11.0 \n", + "21 202231 3 13257 8905.0 17609.0 20 13.0 \n", + "22 202230 3 15006 10738.0 19274.0 23 17.0 \n", + "23 202229 3 20801 15829.0 25773.0 31 24.0 \n", + "24 202228 3 23387 17970.0 28804.0 35 27.0 \n", + "25 202227 3 36015 29709.0 42321.0 54 44.0 \n", + "26 202226 3 29421 24314.0 34528.0 44 36.0 \n", + "27 202225 3 22887 18582.0 27192.0 35 29.0 \n", + "28 202224 3 19294 15406.0 23182.0 29 23.0 \n", + "29 202223 3 17159 13450.0 20868.0 26 20.0 \n", + "... ... ... ... ... ... ... ... \n", + "1962 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1963 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1964 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1965 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1966 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1967 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1968 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1969 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1970 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1971 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1972 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1973 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1974 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1975 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1976 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1977 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1978 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1979 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1980 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1981 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1982 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1983 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1984 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1985 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1986 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1987 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1988 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1989 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1990 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1991 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 256.0 FR France \n", + "1 398.0 FR France \n", + "2 375.0 FR France \n", + "3 264.0 FR France \n", + "4 199.0 FR France \n", + "5 159.0 FR France \n", + "6 114.0 FR France \n", + "7 78.0 FR France \n", + "8 61.0 FR France \n", + "9 80.0 FR France \n", + "10 82.0 FR France \n", + "11 82.0 FR France \n", + "12 72.0 FR France \n", + "13 69.0 FR France \n", + "14 51.0 FR France \n", + "15 39.0 FR France \n", + "16 26.0 FR France \n", + "17 18.0 FR France \n", + "18 15.0 FR France \n", + "19 16.0 FR France \n", + "20 25.0 FR France \n", + "21 27.0 FR France \n", + "22 29.0 FR France \n", + "23 38.0 FR France \n", + "24 43.0 FR France \n", + "25 64.0 FR France \n", + "26 52.0 FR France \n", + "27 41.0 FR France \n", + "28 35.0 FR France \n", + "29 32.0 FR France \n", + "... ... ... ... \n", + "1962 59.0 FR France \n", + "1963 64.0 FR France \n", + "1964 97.0 FR France \n", + "1965 93.0 FR France \n", + "1966 80.0 FR France \n", + "1967 116.0 FR France \n", + "1968 149.0 FR France \n", + "1969 281.0 FR France \n", + "1970 395.0 FR France \n", + "1971 485.0 FR France \n", + "1972 544.0 FR France \n", + "1973 689.0 FR France \n", + "1974 722.0 FR France \n", + "1975 762.0 FR France \n", + "1976 926.0 FR France \n", + "1977 1113.0 FR France \n", + "1978 1236.0 FR France \n", + "1979 832.0 FR France \n", + "1980 459.0 FR France \n", + "1981 207.0 FR France \n", + "1982 190.0 FR France \n", + "1983 198.0 FR France \n", + "1984 224.0 FR France \n", + "1985 266.0 FR France \n", + "1986 219.0 FR France \n", + "1987 176.0 FR France \n", + "1988 163.0 FR France \n", + "1989 195.0 FR France \n", + "1990 308.0 FR France \n", + "1991 213.0 FR France \n", + "\n", + "[1991 rows x 10 columns]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "data = raw_data.dropna().copy()\n", + " data = raw_data.dropna().copy()\n", "data" ] }, @@ -365,7 +1399,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.1" + "version": "3.6.4" } }, "nbformat": 4,