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3 78620 60634.0 96606.0 143 \n", + "2052 2052 198447 3 72029 54274.0 89784.0 131 \n", + "2053 2053 198446 3 87330 67686.0 106974.0 159 \n", + "2054 2054 198445 3 135223 101414.0 169032.0 246 \n", + "2055 2055 198444 3 68422 20056.0 116788.0 125 \n", + "\n", + " inc100_low inc100_up geo_insee geo_name \n", + "0 58.0 80.0 FR France \n", + "1 66.0 86.0 FR France \n", + "2 79.0 101.0 FR France \n", + "3 95.0 119.0 FR France \n", + "4 142.0 172.0 FR France \n", + "5 190.0 224.0 FR France \n", + "6 267.0 303.0 FR France \n", + "7 305.0 343.0 FR France \n", + "8 301.0 339.0 FR France \n", + "9 228.0 262.0 FR France \n", + "10 179.0 209.0 FR France \n", + "11 164.0 198.0 FR France \n", + "12 156.0 192.0 FR France \n", + "13 206.0 242.0 FR France \n", + "14 206.0 240.0 FR France \n", + "15 205.0 239.0 FR France \n", + "16 171.0 203.0 FR France \n", + "17 152.0 182.0 FR France \n", + "18 113.0 139.0 FR France \n", + "19 95.0 121.0 FR France \n", + "20 64.0 86.0 FR France \n", + "21 58.0 78.0 FR France \n", + "22 75.0 97.0 FR France \n", + "23 77.0 99.0 FR France \n", + "24 91.0 117.0 FR France \n", + "25 95.0 121.0 FR France \n", + "26 83.0 107.0 FR France \n", + "27 63.0 85.0 FR France \n", + "28 49.0 67.0 FR France \n", + "29 39.0 57.0 FR France \n", + "... ... ... ... ... \n", + "2026 35.0 59.0 FR France \n", + "2027 38.0 64.0 FR France \n", + "2028 59.0 97.0 FR France \n", + "2029 55.0 93.0 FR France \n", + "2030 44.0 80.0 FR France \n", + "2031 66.0 116.0 FR France \n", + "2032 83.0 149.0 FR France \n", + "2033 207.0 281.0 FR France \n", + "2034 319.0 395.0 FR France \n", + "2035 405.0 485.0 FR France \n", + "2036 458.0 544.0 FR France \n", + "2037 591.0 689.0 FR France \n", + "2038 618.0 722.0 FR France \n", + "2039 652.0 762.0 FR France \n", + "2040 784.0 926.0 FR France \n", + "2041 939.0 1113.0 FR France \n", + "2042 1074.0 1236.0 FR France \n", + "2043 708.0 832.0 FR France \n", + "2044 317.0 459.0 FR France \n", + "2045 147.0 207.0 FR France \n", + "2046 120.0 190.0 FR France \n", + "2047 110.0 198.0 FR France \n", + "2048 146.0 224.0 FR France \n", + "2049 184.0 266.0 FR France \n", + "2050 149.0 219.0 FR France \n", + "2051 110.0 176.0 FR France \n", + "2052 99.0 163.0 FR France \n", + "2053 123.0 195.0 FR France \n", + "2054 184.0 308.0 FR France \n", + "2055 37.0 213.0 FR France \n", + "\n", + "[2056 rows x 11 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "raw_data = pd.read_csv(data_url, skiprows=1)\n", + "import os\n", + "if \"raw_data.csv\" not in os.listdir():\n", + " raw_data = pd.read_csv(data_url, skiprows=1)\n", + " raw_data.to_csv(\"raw_data.csv\")\n", + "else:\n", + " raw_data = pd.read_csv(\"raw_data.csv\")\n", "raw_data" ] }, @@ -78,9 +1110,75 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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204120411985063565825518011.0613639.01026939.01113.0FRFrance
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204320431985043424937390794.0459080.0770708.0832.0FRFrance
204420441985033213901174689.0253113.0388317.0459.0FRFrance
2045204519850239758680949.0114223.0177147.0207.0FRFrance
2046204619850138548965918.0105060.0155120.0190.0FRFrance
2047204719845238483060602.0109058.0154110.0198.0FRFrance
20482048198451310172680242.0123210.0185146.0224.0FRFrance
204920491984503123680101401.0145959.0225184.0266.0FRFrance
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2051205119844837862060634.096606.0143110.0176.0FRFrance
2052205219844737202954274.089784.013199.0163.0FRFrance
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205420541984453135223101414.0169032.0246184.0308.0FRFrance
2055205519844436842220056.0116788.012537.0213.0FRFrance
\n", + "

2055 rows × 11 columns

\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 week indicator inc inc_low inc_up inc100 \\\n", + "0 0 202412 3 46315 38805.0 53825.0 69 \n", + "1 1 202411 3 50466 43470.0 57462.0 76 \n", + "2 2 202410 3 60107 52623.0 67591.0 90 \n", + "3 3 202409 3 71121 62920.0 79322.0 107 \n", + "4 4 202408 3 104566 94520.0 114612.0 157 \n", + "5 5 202407 3 138078 127050.0 149106.0 207 \n", + "6 6 202406 3 190062 177955.0 202169.0 285 \n", + "7 7 202405 3 216237 203595.0 228879.0 324 \n", + "8 8 202404 3 213196 200547.0 225845.0 320 \n", + "9 9 202403 3 163457 152276.0 174638.0 245 \n", + "10 10 202402 3 129436 119453.0 139419.0 194 \n", + "11 11 202401 3 120769 109452.0 132086.0 181 \n", + "12 12 202352 3 115446 103738.0 127154.0 174 \n", + "13 13 202351 3 148755 136546.0 160964.0 224 \n", + "14 14 202350 3 147971 136787.0 159155.0 223 \n", + "15 15 202349 3 147552 136422.0 158682.0 222 \n", + "16 16 202348 3 124204 113479.0 134929.0 187 \n", + "17 17 202347 3 110948 100694.0 121202.0 167 \n", + "18 18 202346 3 83894 75134.0 92654.0 126 \n", + "19 19 202345 3 72003 63178.0 80828.0 108 \n", + "20 20 202344 3 49952 42813.0 57091.0 75 \n", + "21 21 202343 3 44982 38170.0 51794.0 68 \n", + "22 22 202342 3 56842 49277.0 64407.0 86 \n", + "23 23 202341 3 58357 51032.0 65682.0 88 \n", + "24 24 202340 3 68894 60069.0 77719.0 104 \n", + "25 25 202339 3 72003 63452.0 80554.0 108 \n", + "26 26 202338 3 63218 55227.0 71209.0 95 \n", + "27 27 202337 3 49085 42079.0 56091.0 74 \n", + "28 28 202336 3 38247 32237.0 44257.0 58 \n", + "29 29 202335 3 31695 26013.0 37377.0 48 \n", + "... ... ... ... ... ... ... ... \n", + "2026 2026 198521 3 26096 19621.0 32571.0 47 \n", + "2027 2027 198520 3 27896 20885.0 34907.0 51 \n", + "2028 2028 198519 3 43154 32821.0 53487.0 78 \n", + "2029 2029 198518 3 40555 29935.0 51175.0 74 \n", + "2030 2030 198517 3 34053 24366.0 43740.0 62 \n", + "2031 2031 198516 3 50362 36451.0 64273.0 91 \n", + "2032 2032 198515 3 63881 45538.0 82224.0 116 \n", + "2033 2033 198514 3 134545 114400.0 154690.0 244 \n", + "2034 2034 198513 3 197206 176080.0 218332.0 357 \n", + "2035 2035 198512 3 245240 223304.0 267176.0 445 \n", + "2036 2036 198511 3 276205 252399.0 300011.0 501 \n", + "2037 2037 198510 3 353231 326279.0 380183.0 640 \n", + "2038 2038 198509 3 369895 341109.0 398681.0 670 \n", + "2039 2039 198508 3 389886 359529.0 420243.0 707 \n", + "2040 2040 198507 3 471852 432599.0 511105.0 855 \n", + "2041 2041 198506 3 565825 518011.0 613639.0 1026 \n", + "2042 2042 198505 3 637302 592795.0 681809.0 1155 \n", + "2043 2043 198504 3 424937 390794.0 459080.0 770 \n", + "2044 2044 198503 3 213901 174689.0 253113.0 388 \n", + "2045 2045 198502 3 97586 80949.0 114223.0 177 \n", + "2046 2046 198501 3 85489 65918.0 105060.0 155 \n", + "2047 2047 198452 3 84830 60602.0 109058.0 154 \n", + "2048 2048 198451 3 101726 80242.0 123210.0 185 \n", + "2049 2049 198450 3 123680 101401.0 145959.0 225 \n", + "2050 2050 198449 3 101073 81684.0 120462.0 184 \n", + "2051 2051 198448 3 78620 60634.0 96606.0 143 \n", + "2052 2052 198447 3 72029 54274.0 89784.0 131 \n", + "2053 2053 198446 3 87330 67686.0 106974.0 159 \n", + "2054 2054 198445 3 135223 101414.0 169032.0 246 \n", + "2055 2055 198444 3 68422 20056.0 116788.0 125 \n", + "\n", + " inc100_low inc100_up geo_insee geo_name \n", + "0 58.0 80.0 FR France \n", + "1 66.0 86.0 FR France \n", + "2 79.0 101.0 FR France \n", + "3 95.0 119.0 FR France \n", + "4 142.0 172.0 FR France \n", + "5 190.0 224.0 FR France \n", + "6 267.0 303.0 FR France \n", + "7 305.0 343.0 FR France \n", + "8 301.0 339.0 FR France \n", + "9 228.0 262.0 FR France \n", + "10 179.0 209.0 FR France \n", + "11 164.0 198.0 FR France \n", + "12 156.0 192.0 FR France \n", + "13 206.0 242.0 FR France \n", + "14 206.0 240.0 FR France \n", + "15 205.0 239.0 FR France \n", + "16 171.0 203.0 FR France \n", + "17 152.0 182.0 FR France \n", + "18 113.0 139.0 FR France \n", + "19 95.0 121.0 FR France \n", + "20 64.0 86.0 FR France \n", + "21 58.0 78.0 FR France \n", + "22 75.0 97.0 FR France \n", + "23 77.0 99.0 FR France \n", + "24 91.0 117.0 FR France \n", + "25 95.0 121.0 FR France \n", + "26 83.0 107.0 FR France \n", + "27 63.0 85.0 FR France \n", + "28 49.0 67.0 FR France \n", + "29 39.0 57.0 FR France \n", + "... ... ... ... ... \n", + "2026 35.0 59.0 FR France \n", + "2027 38.0 64.0 FR France \n", + "2028 59.0 97.0 FR France \n", + "2029 55.0 93.0 FR France \n", + "2030 44.0 80.0 FR France \n", + "2031 66.0 116.0 FR France \n", + "2032 83.0 149.0 FR France \n", + "2033 207.0 281.0 FR France \n", + "2034 319.0 395.0 FR France \n", + "2035 405.0 485.0 FR France \n", + "2036 458.0 544.0 FR France \n", + "2037 591.0 689.0 FR France \n", + "2038 618.0 722.0 FR France \n", + "2039 652.0 762.0 FR France \n", + "2040 784.0 926.0 FR France \n", + "2041 939.0 1113.0 FR France \n", + "2042 1074.0 1236.0 FR France \n", + "2043 708.0 832.0 FR France \n", + "2044 317.0 459.0 FR France \n", + "2045 147.0 207.0 FR France \n", + "2046 120.0 190.0 FR France \n", + "2047 110.0 198.0 FR France \n", + "2048 146.0 224.0 FR France \n", + "2049 184.0 266.0 FR France \n", + "2050 149.0 219.0 FR France \n", + "2051 110.0 176.0 FR France \n", + "2052 99.0 163.0 FR France \n", + "2053 123.0 195.0 FR France \n", + "2054 184.0 308.0 FR France \n", + "2055 37.0 213.0 FR France \n", + "\n", + "[2055 rows x 11 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -122,7 +2249,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2279,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 11, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2304,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "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", @@ -199,10 +2332,34 @@ }, { "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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ + "sorted_data['inc'] = sorted_data['inc'].astype(int)\n", "sorted_data['inc'].plot()" ] }, @@ -215,9 +2372,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", 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4111392\n", + "2013 4182691\n", + "1986 5115251\n", + "1990 5235827\n", + "1989 5466192\n", + "dtype: int64" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,9 +2581,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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