diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index b1b06b971bea1747efc2decb56e4932fa51161f1..9d3f04c4e96e1b2663627289fba28369a8accf8e 100644 --- a/module3/exo1/analyse-syndrome-grippal.ipynb +++ b/module3/exo1/analyse-syndrome-grippal.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -60,26 +60,974 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "metadata": {}, "outputs": [ { - "ename": "FileNotFoundError", - "evalue": "File b'incidence-PAY-3.csv' does not exist", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mraw_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_csv\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata_filename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mskiprows\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mraw_data\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/pandas/io/parsers.py\u001b[0m in \u001b[0;36mparser_f\u001b[0;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, escapechar, comment, encoding, dialect, tupleize_cols, error_bad_lines, warn_bad_lines, skipfooter, skip_footer, doublequote, delim_whitespace, as_recarray, compact_ints, use_unsigned, low_memory, buffer_lines, memory_map, float_precision)\u001b[0m\n\u001b[1;32m 707\u001b[0m skip_blank_lines=skip_blank_lines)\n\u001b[1;32m 708\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 709\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0m_read\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath_or_buffer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 710\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 711\u001b[0m \u001b[0mparser_f\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - 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"\u001b[0;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader.__cinit__\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._setup_parser_source\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mFileNotFoundError\u001b[0m: File b'incidence-PAY-3.csv' does not exist" - ] + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
02024063212524197757.0227291.0319297.0341.0FRFrance
12024053217508204749.0230267.0326307.0345.0FRFrance
22024043213196200547.0225845.0320301.0339.0FRFrance
32024033163457152276.0174638.0245228.0262.0FRFrance
42024023129436119453.0139419.0194179.0209.0FRFrance
52024013120769109452.0132086.0181164.0198.0FRFrance
62023523115446103738.0127154.0174156.0192.0FRFrance
72023513148755136546.0160964.0224206.0242.0FRFrance
82023503147971136787.0159155.0223206.0240.0FRFrance
92023493147552136422.0158682.0222205.0239.0FRFrance
102023483124204113479.0134929.0187171.0203.0FRFrance
112023473110910100658.0121162.0167152.0182.0FRFrance
1220234638385375096.092610.0126113.0139.0FRFrance
1320234537200363178.080828.010895.0121.0FRFrance
1420234434995242813.057091.07564.086.0FRFrance
1520234334498238170.051794.06858.078.0FRFrance
1620234235684249277.064407.08675.097.0FRFrance
1720234135835751032.065682.08877.099.0FRFrance
1820234036889460069.077719.010491.0117.0FRFrance
1920233937200363452.080554.010895.0121.0FRFrance
2020233836321855227.071209.09583.0107.0FRFrance
2120233734908542079.056091.07463.085.0FRFrance
2220233633824732237.044257.05849.067.0FRFrance
2320233533169526013.037377.04839.057.0FRFrance
2420233432666321057.032269.04032.048.0FRFrance
2520233331914413161.025127.02920.038.0FRFrance
2620233231464110285.018997.02215.029.0FRFrance
2720233131528610705.019867.02316.030.0FRFrance
282023303132058647.017763.02013.027.0FRFrance
292023293111227113.015131.01711.023.0FRFrance
.................................
202019852132609619621.032571.04735.059.0FRFrance
202119852032789620885.034907.05138.064.0FRFrance
202219851934315432821.053487.07859.097.0FRFrance
202319851834055529935.051175.07455.093.0FRFrance
202419851733405324366.043740.06244.080.0FRFrance
202519851635036236451.064273.09166.0116.0FRFrance
202619851536388145538.082224.011683.0149.0FRFrance
20271985143134545114400.0154690.0244207.0281.0FRFrance
20281985133197206176080.0218332.0357319.0395.0FRFrance
20291985123245240223304.0267176.0445405.0485.0FRFrance
20301985113276205252399.0300011.0501458.0544.0FRFrance
20311985103353231326279.0380183.0640591.0689.0FRFrance
20321985093369895341109.0398681.0670618.0722.0FRFrance
20331985083389886359529.0420243.0707652.0762.0FRFrance
20341985073471852432599.0511105.0855784.0926.0FRFrance
20351985063565825518011.0613639.01026939.01113.0FRFrance
20361985053637302592795.0681809.011551074.01236.0FRFrance
20371985043424937390794.0459080.0770708.0832.0FRFrance
20381985033213901174689.0253113.0388317.0459.0FRFrance
203919850239758680949.0114223.0177147.0207.0FRFrance
204019850138548965918.0105060.0155120.0190.0FRFrance
204119845238483060602.0109058.0154110.0198.0FRFrance
2042198451310172680242.0123210.0185146.0224.0FRFrance
20431984503123680101401.0145959.0225184.0266.0FRFrance
2044198449310107381684.0120462.0184149.0219.0FRFrance
204519844837862060634.096606.0143110.0176.0FRFrance
204619844737202954274.089784.013199.0163.0FRFrance
204719844638733067686.0106974.0159123.0195.0FRFrance
20481984453135223101414.0169032.0246184.0308.0FRFrance
204919844436842220056.0116788.012537.0213.0FRFrance
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2050 rows × 10 columns

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202341 3 58357 51032.0 65682.0 88 77.0 \n", + "18 202340 3 68894 60069.0 77719.0 104 91.0 \n", + "19 202339 3 72003 63452.0 80554.0 108 95.0 \n", + "20 202338 3 63218 55227.0 71209.0 95 83.0 \n", + "21 202337 3 49085 42079.0 56091.0 74 63.0 \n", + "22 202336 3 38247 32237.0 44257.0 58 49.0 \n", + "23 202335 3 31695 26013.0 37377.0 48 39.0 \n", + "24 202334 3 26663 21057.0 32269.0 40 32.0 \n", + "25 202333 3 19144 13161.0 25127.0 29 20.0 \n", + "26 202332 3 14641 10285.0 18997.0 22 15.0 \n", + "27 202331 3 15286 10705.0 19867.0 23 16.0 \n", + "28 202330 3 13205 8647.0 17763.0 20 13.0 \n", + "29 202329 3 11122 7113.0 15131.0 17 11.0 \n", + "... ... ... ... ... ... ... ... \n", + "2020 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "2021 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "2022 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "2023 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "2024 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "2025 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "2026 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "2027 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "2028 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "2029 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "2030 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "2031 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "2032 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "2033 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "2034 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "2035 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "2036 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "2037 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "2038 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "2039 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "2040 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "2041 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "2042 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "2043 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "2044 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "2045 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "2046 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "2047 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "2048 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "2049 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 341.0 FR France \n", + "1 345.0 FR France \n", + "2 339.0 FR France \n", + "3 262.0 FR France \n", + "4 209.0 FR France \n", + "5 198.0 FR France \n", + "6 192.0 FR France \n", + "7 242.0 FR France \n", + "8 240.0 FR France \n", + "9 239.0 FR France \n", + "10 203.0 FR France \n", + "11 182.0 FR France \n", + "12 139.0 FR France \n", + "13 121.0 FR France \n", + "14 86.0 FR France \n", + "15 78.0 FR France \n", + "16 97.0 FR France \n", + "17 99.0 FR France \n", + "18 117.0 FR France \n", + "19 121.0 FR France \n", + "20 107.0 FR France \n", + "21 85.0 FR France \n", + "22 67.0 FR France \n", + "23 57.0 FR France \n", + "24 48.0 FR France \n", + "25 38.0 FR France \n", + "26 29.0 FR France \n", + "27 30.0 FR France \n", + "28 27.0 FR France \n", + "29 23.0 FR France \n", + "... ... ... ... \n", + "2020 59.0 FR France \n", + "2021 64.0 FR France \n", + "2022 97.0 FR France \n", + "2023 93.0 FR France \n", + "2024 80.0 FR France \n", + "2025 116.0 FR France \n", + "2026 149.0 FR France \n", + "2027 281.0 FR France \n", + "2028 395.0 FR France \n", + "2029 485.0 FR France \n", + "2030 544.0 FR France \n", + "2031 689.0 FR France \n", + "2032 722.0 FR France \n", + "2033 762.0 FR France \n", + "2034 926.0 FR France \n", + "2035 1113.0 FR France \n", + "2036 1236.0 FR France \n", + "2037 832.0 FR France \n", + "2038 459.0 FR France \n", + "2039 207.0 FR France \n", + "2040 190.0 FR France \n", + "2041 198.0 FR France \n", + "2042 224.0 FR France \n", + "2043 266.0 FR France \n", + "2044 219.0 FR France \n", + "2045 176.0 FR France \n", + "2046 163.0 FR France \n", + "2047 195.0 FR 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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
18131989193-NaNNaN-NaNNaNFRFrance
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