From cb48f7ee3d3daf82121d259202f64dc112bb945d Mon Sep 17 00:00:00 2001 From: c9e44b14af67ca9cf821fb7b818dce9b Date: Wed, 11 May 2022 13:40:43 +0000 Subject: [PATCH] Copia --- module3/exo3/Untitled1.ipynb | 4116 +++++++++++++++++++++++++++++++++- 1 file changed, 4114 insertions(+), 2 deletions(-) diff --git a/module3/exo3/Untitled1.ipynb b/module3/exo3/Untitled1.ipynb index 7fec515..4ac0811 100644 --- a/module3/exo3/Untitled1.ipynb +++ b/module3/exo3/Untitled1.ipynb @@ -1,6 +1,4118 @@ { - "cells": [], - "metadata": {}, + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import isoweek" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020221733707631272.042880.05647.065.0FRFrance
120221635000242881.057123.07564.086.0FRFrance
2202215310080690824.0110788.0152137.0167.0FRFrance
32022143155441143891.0166991.0234217.0251.0FRFrance
42022133191914179558.0204270.0289270.0308.0FRFrance
52022123166224155035.0177413.0251234.0268.0FRFrance
62022113122849113306.0132392.0185171.0199.0FRFrance
720221038790479741.096067.0133121.0145.0FRFrance
820220935018243958.056406.07667.085.0FRFrance
920220833096325942.035984.04739.055.0FRFrance
1020220733488229446.040318.05345.061.0FRFrance
1120220634662340398.052848.07061.079.0FRFrance
1220220536297056043.069897.09585.0105.0FRFrance
1320220437220964804.079614.010998.0120.0FRFrance
1420220337461367144.082082.0113102.0124.0FRFrance
1520220235592049511.062329.08474.094.0FRFrance
1620220135762950699.064559.08777.097.0FRFrance
1720215235434947029.061669.08271.093.0FRFrance
1820215134169835359.048037.06353.073.0FRFrance
1920215033811732497.043737.05849.067.0FRFrance
2020214934016834716.045620.06153.069.0FRFrance
2120214834184236364.047320.06355.071.0FRFrance
2220214733659831338.041858.05547.063.0FRFrance
2320214633005925302.034816.04639.053.0FRFrance
2420214532036416564.024164.03125.037.0FRFrance
2520214431899915042.022956.02923.035.0FRFrance
2620214332704021935.032145.04133.049.0FRFrance
2720214232834323382.033304.04335.051.0FRFrance
2820214132504320586.029500.03831.045.0FRFrance
2920214032628621842.030730.04033.047.0FRFrance
.................................
192719852132609619621.032571.04735.059.0FRFrance
192819852032789620885.034907.05138.064.0FRFrance
192919851934315432821.053487.07859.097.0FRFrance
193019851834055529935.051175.07455.093.0FRFrance
193119851733405324366.043740.06244.080.0FRFrance
193219851635036236451.064273.09166.0116.0FRFrance
193319851536388145538.082224.011683.0149.0FRFrance
19341985143134545114400.0154690.0244207.0281.0FRFrance
19351985133197206176080.0218332.0357319.0395.0FRFrance
19361985123245240223304.0267176.0445405.0485.0FRFrance
19371985113276205252399.0300011.0501458.0544.0FRFrance
19381985103353231326279.0380183.0640591.0689.0FRFrance
19391985093369895341109.0398681.0670618.0722.0FRFrance
19401985083389886359529.0420243.0707652.0762.0FRFrance
19411985073471852432599.0511105.0855784.0926.0FRFrance
19421985063565825518011.0613639.01026939.01113.0FRFrance
19431985053637302592795.0681809.011551074.01236.0FRFrance
19441985043424937390794.0459080.0770708.0832.0FRFrance
19451985033213901174689.0253113.0388317.0459.0FRFrance
194619850239758680949.0114223.0177147.0207.0FRFrance
194719850138548965918.0105060.0155120.0190.0FRFrance
194819845238483060602.0109058.0154110.0198.0FRFrance
1949198451310172680242.0123210.0185146.0224.0FRFrance
19501984503123680101401.0145959.0225184.0266.0FRFrance
1951198449310107381684.0120462.0184149.0219.0FRFrance
195219844837862060634.096606.0143110.0176.0FRFrance
195319844737202954274.089784.013199.0163.0FRFrance
195419844638733067686.0106974.0159123.0195.0FRFrance
19551984453135223101414.0169032.0246184.0308.0FRFrance
195619844436842220056.0116788.012537.0213.0FRFrance
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1957 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202217 3 37076 31272.0 42880.0 56 47.0 \n", + "1 202216 3 50002 42881.0 57123.0 75 64.0 \n", + "2 202215 3 100806 90824.0 110788.0 152 137.0 \n", + "3 202214 3 155441 143891.0 166991.0 234 217.0 \n", + "4 202213 3 191914 179558.0 204270.0 289 270.0 \n", + "5 202212 3 166224 155035.0 177413.0 251 234.0 \n", + "6 202211 3 122849 113306.0 132392.0 185 171.0 \n", + "7 202210 3 87904 79741.0 96067.0 133 121.0 \n", + "8 202209 3 50182 43958.0 56406.0 76 67.0 \n", + "9 202208 3 30963 25942.0 35984.0 47 39.0 \n", + "10 202207 3 34882 29446.0 40318.0 53 45.0 \n", + "11 202206 3 46623 40398.0 52848.0 70 61.0 \n", + "12 202205 3 62970 56043.0 69897.0 95 85.0 \n", + "13 202204 3 72209 64804.0 79614.0 109 98.0 \n", + "14 202203 3 74613 67144.0 82082.0 113 102.0 \n", + "15 202202 3 55920 49511.0 62329.0 84 74.0 \n", + "16 202201 3 57629 50699.0 64559.0 87 77.0 \n", + "17 202152 3 54349 47029.0 61669.0 82 71.0 \n", + "18 202151 3 41698 35359.0 48037.0 63 53.0 \n", + "19 202150 3 38117 32497.0 43737.0 58 49.0 \n", + "20 202149 3 40168 34716.0 45620.0 61 53.0 \n", + "21 202148 3 41842 36364.0 47320.0 63 55.0 \n", + "22 202147 3 36598 31338.0 41858.0 55 47.0 \n", + "23 202146 3 30059 25302.0 34816.0 46 39.0 \n", + "24 202145 3 20364 16564.0 24164.0 31 25.0 \n", + "25 202144 3 18999 15042.0 22956.0 29 23.0 \n", + "26 202143 3 27040 21935.0 32145.0 41 33.0 \n", + "27 202142 3 28343 23382.0 33304.0 43 35.0 \n", + "28 202141 3 25043 20586.0 29500.0 38 31.0 \n", + "29 202140 3 26286 21842.0 30730.0 40 33.0 \n", + "... ... ... ... ... ... ... ... \n", + "1927 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1928 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1929 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1930 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1931 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1932 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1933 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1934 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1935 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1936 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1937 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1938 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1939 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1940 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1941 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1942 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1943 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1944 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1945 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1946 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1947 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1948 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1949 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1950 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1951 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1952 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1953 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1954 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1955 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1956 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 65.0 FR France \n", + "1 86.0 FR France \n", + "2 167.0 FR France \n", + "3 251.0 FR France \n", + "4 308.0 FR France \n", + "5 268.0 FR France \n", + "6 199.0 FR France \n", + "7 145.0 FR France \n", + "8 85.0 FR France \n", + "9 55.0 FR France \n", + "10 61.0 FR France \n", + "11 79.0 FR France \n", + "12 105.0 FR France \n", + "13 120.0 FR France \n", + "14 124.0 FR France \n", + "15 94.0 FR France \n", + "16 97.0 FR France \n", + "17 93.0 FR France \n", + "18 73.0 FR France \n", + "19 67.0 FR France \n", + "20 69.0 FR France \n", + "21 71.0 FR France \n", + "22 63.0 FR France \n", + "23 53.0 FR France \n", + "24 37.0 FR France \n", + "25 35.0 FR France \n", + "26 49.0 FR France \n", + "27 51.0 FR France \n", + "28 45.0 FR France \n", + "29 47.0 FR France \n", + "... ... ... ... \n", + "1927 59.0 FR France \n", + "1928 64.0 FR France \n", + "1929 97.0 FR France \n", + "1930 93.0 FR France \n", + "1931 80.0 FR France \n", + "1932 116.0 FR France \n", + "1933 149.0 FR France \n", + "1934 281.0 FR France \n", + "1935 395.0 FR France \n", + "1936 485.0 FR France \n", + "1937 544.0 FR France \n", + "1938 689.0 FR France \n", + "1939 722.0 FR France \n", + "1940 762.0 FR France \n", + "1941 926.0 FR France \n", + "1942 1113.0 FR France \n", + "1943 1236.0 FR France \n", + "1944 832.0 FR France \n", + "1945 459.0 FR France \n", + "1946 207.0 FR France \n", + "1947 190.0 FR France \n", + "1948 198.0 FR France \n", + "1949 224.0 FR France \n", + "1950 266.0 FR France \n", + "1951 219.0 FR France \n", + "1952 176.0 FR France \n", + "1953 163.0 FR France \n", + "1954 195.0 FR France \n", + "1955 308.0 FR France 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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020221733707631272.042880.05647.065.0FRFrance
120221635000242881.057123.07564.086.0FRFrance
2202215310080690824.0110788.0152137.0167.0FRFrance
32022143155441143891.0166991.0234217.0251.0FRFrance
42022133191914179558.0204270.0289270.0308.0FRFrance
52022123166224155035.0177413.0251234.0268.0FRFrance
62022113122849113306.0132392.0185171.0199.0FRFrance
720221038790479741.096067.0133121.0145.0FRFrance
820220935018243958.056406.07667.085.0FRFrance
920220833096325942.035984.04739.055.0FRFrance
1020220733488229446.040318.05345.061.0FRFrance
1120220634662340398.052848.07061.079.0FRFrance
1220220536297056043.069897.09585.0105.0FRFrance
1320220437220964804.079614.010998.0120.0FRFrance
1420220337461367144.082082.0113102.0124.0FRFrance
1520220235592049511.062329.08474.094.0FRFrance
1620220135762950699.064559.08777.097.0FRFrance
1720215235434947029.061669.08271.093.0FRFrance
1820215134169835359.048037.06353.073.0FRFrance
1920215033811732497.043737.05849.067.0FRFrance
2020214934016834716.045620.06153.069.0FRFrance
2120214834184236364.047320.06355.071.0FRFrance
2220214733659831338.041858.05547.063.0FRFrance
2320214633005925302.034816.04639.053.0FRFrance
2420214532036416564.024164.03125.037.0FRFrance
2520214431899915042.022956.02923.035.0FRFrance
2620214332704021935.032145.04133.049.0FRFrance
2720214232834323382.033304.04335.051.0FRFrance
2820214132504320586.029500.03831.045.0FRFrance
2920214032628621842.030730.04033.047.0FRFrance
.................................
192719852132609619621.032571.04735.059.0FRFrance
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192919851934315432821.053487.07859.097.0FRFrance
193019851834055529935.051175.07455.093.0FRFrance
193119851733405324366.043740.06244.080.0FRFrance
193219851635036236451.064273.09166.0116.0FRFrance
193319851536388145538.082224.011683.0149.0FRFrance
19341985143134545114400.0154690.0244207.0281.0FRFrance
19351985133197206176080.0218332.0357319.0395.0FRFrance
19361985123245240223304.0267176.0445405.0485.0FRFrance
19371985113276205252399.0300011.0501458.0544.0FRFrance
19381985103353231326279.0380183.0640591.0689.0FRFrance
19391985093369895341109.0398681.0670618.0722.0FRFrance
19401985083389886359529.0420243.0707652.0762.0FRFrance
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19441985043424937390794.0459080.0770708.0832.0FRFrance
19451985033213901174689.0253113.0388317.0459.0FRFrance
194619850239758680949.0114223.0177147.0207.0FRFrance
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1956 rows × 10 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202217 3 37076 31272.0 42880.0 56 47.0 \n", + "1 202216 3 50002 42881.0 57123.0 75 64.0 \n", + "2 202215 3 100806 90824.0 110788.0 152 137.0 \n", + "3 202214 3 155441 143891.0 166991.0 234 217.0 \n", + "4 202213 3 191914 179558.0 204270.0 289 270.0 \n", + "5 202212 3 166224 155035.0 177413.0 251 234.0 \n", + "6 202211 3 122849 113306.0 132392.0 185 171.0 \n", + "7 202210 3 87904 79741.0 96067.0 133 121.0 \n", + "8 202209 3 50182 43958.0 56406.0 76 67.0 \n", + "9 202208 3 30963 25942.0 35984.0 47 39.0 \n", + "10 202207 3 34882 29446.0 40318.0 53 45.0 \n", + "11 202206 3 46623 40398.0 52848.0 70 61.0 \n", + "12 202205 3 62970 56043.0 69897.0 95 85.0 \n", + "13 202204 3 72209 64804.0 79614.0 109 98.0 \n", + "14 202203 3 74613 67144.0 82082.0 113 102.0 \n", + "15 202202 3 55920 49511.0 62329.0 84 74.0 \n", + "16 202201 3 57629 50699.0 64559.0 87 77.0 \n", + "17 202152 3 54349 47029.0 61669.0 82 71.0 \n", + "18 202151 3 41698 35359.0 48037.0 63 53.0 \n", + "19 202150 3 38117 32497.0 43737.0 58 49.0 \n", + "20 202149 3 40168 34716.0 45620.0 61 53.0 \n", + "21 202148 3 41842 36364.0 47320.0 63 55.0 \n", + "22 202147 3 36598 31338.0 41858.0 55 47.0 \n", + "23 202146 3 30059 25302.0 34816.0 46 39.0 \n", + "24 202145 3 20364 16564.0 24164.0 31 25.0 \n", + "25 202144 3 18999 15042.0 22956.0 29 23.0 \n", + "26 202143 3 27040 21935.0 32145.0 41 33.0 \n", + "27 202142 3 28343 23382.0 33304.0 43 35.0 \n", + "28 202141 3 25043 20586.0 29500.0 38 31.0 \n", + "29 202140 3 26286 21842.0 30730.0 40 33.0 \n", + "... ... ... ... ... ... ... ... \n", + "1927 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1928 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1929 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1930 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1931 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1932 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1933 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1934 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1935 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1936 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1937 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1938 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1939 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1940 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1941 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1942 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1943 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1944 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1945 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1946 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1947 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1948 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1949 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1950 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1951 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1952 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1953 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1954 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1955 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1956 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 65.0 FR France \n", + "1 86.0 FR France \n", + "2 167.0 FR France \n", + "3 251.0 FR France \n", + "4 308.0 FR France \n", + "5 268.0 FR France \n", + "6 199.0 FR France \n", + "7 145.0 FR France \n", + "8 85.0 FR France \n", + "9 55.0 FR France \n", + "10 61.0 FR France \n", + "11 79.0 FR France \n", + "12 105.0 FR France \n", + "13 120.0 FR France \n", + "14 124.0 FR France \n", + "15 94.0 FR France \n", + "16 97.0 FR France \n", + "17 93.0 FR France \n", + "18 73.0 FR France \n", + "19 67.0 FR France \n", + "20 69.0 FR France \n", + "21 71.0 FR France \n", + "22 63.0 FR France \n", + "23 53.0 FR France \n", + "24 37.0 FR France \n", + "25 35.0 FR France \n", + "26 49.0 FR France \n", + "27 51.0 FR France \n", + "28 45.0 FR France \n", + "29 47.0 FR France \n", + "... ... ... ... \n", + "1927 59.0 FR France \n", + "1928 64.0 FR France \n", + "1929 97.0 FR France \n", + "1930 93.0 FR France \n", + "1931 80.0 FR France \n", + "1932 116.0 FR France \n", + "1933 149.0 FR France \n", + "1934 281.0 FR France \n", + "1935 395.0 FR France \n", + "1936 485.0 FR France \n", + "1937 544.0 FR France \n", + "1938 689.0 FR France \n", + "1939 722.0 FR France \n", + "1940 762.0 FR France \n", + "1941 926.0 FR France \n", + "1942 1113.0 FR France \n", + "1943 1236.0 FR France \n", + "1944 832.0 FR France \n", + "1945 459.0 FR France \n", + "1946 207.0 FR France \n", + "1947 190.0 FR France \n", + "1948 198.0 FR France \n", + "1949 224.0 FR France \n", + "1950 266.0 FR France \n", + "1951 219.0 FR France \n", + "1952 176.0 FR France \n", + "1953 163.0 FR France \n", + "1954 195.0 FR France \n", + "1955 308.0 FR France \n", + "1956 213.0 FR France \n", + "\n", + "[1956 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = raw_data.dropna().copy()\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_nameperiod
020221733707631272.042880.05647.065.0FRFrance2022-04-25/2022-05-01
120221635000242881.057123.07564.086.0FRFrance2022-04-18/2022-04-24
2202215310080690824.0110788.0152137.0167.0FRFrance2022-04-11/2022-04-17
32022143155441143891.0166991.0234217.0251.0FRFrance2022-04-04/2022-04-10
42022133191914179558.0204270.0289270.0308.0FRFrance2022-03-28/2022-04-03
52022123166224155035.0177413.0251234.0268.0FRFrance2022-03-21/2022-03-27
62022113122849113306.0132392.0185171.0199.0FRFrance2022-03-14/2022-03-20
720221038790479741.096067.0133121.0145.0FRFrance2022-03-07/2022-03-13
820220935018243958.056406.07667.085.0FRFrance2022-02-28/2022-03-06
920220833096325942.035984.04739.055.0FRFrance2022-02-21/2022-02-27
1020220733488229446.040318.05345.061.0FRFrance2022-02-14/2022-02-20
1120220634662340398.052848.07061.079.0FRFrance2022-02-07/2022-02-13
1220220536297056043.069897.09585.0105.0FRFrance2022-01-31/2022-02-06
1320220437220964804.079614.010998.0120.0FRFrance2022-01-24/2022-01-30
1420220337461367144.082082.0113102.0124.0FRFrance2022-01-17/2022-01-23
1520220235592049511.062329.08474.094.0FRFrance2022-01-10/2022-01-16
1620220135762950699.064559.08777.097.0FRFrance2022-01-03/2022-01-09
1720215235434947029.061669.08271.093.0FRFrance2021-12-27/2022-01-02
1820215134169835359.048037.06353.073.0FRFrance2021-12-20/2021-12-26
1920215033811732497.043737.05849.067.0FRFrance2021-12-13/2021-12-19
2020214934016834716.045620.06153.069.0FRFrance2021-12-06/2021-12-12
2120214834184236364.047320.06355.071.0FRFrance2021-11-29/2021-12-05
2220214733659831338.041858.05547.063.0FRFrance2021-11-22/2021-11-28
2320214633005925302.034816.04639.053.0FRFrance2021-11-15/2021-11-21
2420214532036416564.024164.03125.037.0FRFrance2021-11-08/2021-11-14
2520214431899915042.022956.02923.035.0FRFrance2021-11-01/2021-11-07
2620214332704021935.032145.04133.049.0FRFrance2021-10-25/2021-10-31
2720214232834323382.033304.04335.051.0FRFrance2021-10-18/2021-10-24
2820214132504320586.029500.03831.045.0FRFrance2021-10-11/2021-10-17
2920214032628621842.030730.04033.047.0FRFrance2021-10-04/2021-10-10
....................................
192719852132609619621.032571.04735.059.0FRFrance1985-05-20/1985-05-26
192819852032789620885.034907.05138.064.0FRFrance1985-05-13/1985-05-19
192919851934315432821.053487.07859.097.0FRFrance1985-05-06/1985-05-12
193019851834055529935.051175.07455.093.0FRFrance1985-04-29/1985-05-05
193119851733405324366.043740.06244.080.0FRFrance1985-04-22/1985-04-28
193219851635036236451.064273.09166.0116.0FRFrance1985-04-15/1985-04-21
193319851536388145538.082224.011683.0149.0FRFrance1985-04-08/1985-04-14
19341985143134545114400.0154690.0244207.0281.0FRFrance1985-04-01/1985-04-07
19351985133197206176080.0218332.0357319.0395.0FRFrance1985-03-25/1985-03-31
19361985123245240223304.0267176.0445405.0485.0FRFrance1985-03-18/1985-03-24
19371985113276205252399.0300011.0501458.0544.0FRFrance1985-03-11/1985-03-17
19381985103353231326279.0380183.0640591.0689.0FRFrance1985-03-04/1985-03-10
19391985093369895341109.0398681.0670618.0722.0FRFrance1985-02-25/1985-03-03
19401985083389886359529.0420243.0707652.0762.0FRFrance1985-02-18/1985-02-24
19411985073471852432599.0511105.0855784.0926.0FRFrance1985-02-11/1985-02-17
19421985063565825518011.0613639.01026939.01113.0FRFrance1985-02-04/1985-02-10
19431985053637302592795.0681809.011551074.01236.0FRFrance1985-01-28/1985-02-03
19441985043424937390794.0459080.0770708.0832.0FRFrance1985-01-21/1985-01-27
19451985033213901174689.0253113.0388317.0459.0FRFrance1985-01-14/1985-01-20
194619850239758680949.0114223.0177147.0207.0FRFrance1985-01-07/1985-01-13
194719850138548965918.0105060.0155120.0190.0FRFrance1984-12-31/1985-01-06
194819845238483060602.0109058.0154110.0198.0FRFrance1984-12-24/1984-12-30
1949198451310172680242.0123210.0185146.0224.0FRFrance1984-12-17/1984-12-23
19501984503123680101401.0145959.0225184.0266.0FRFrance1984-12-10/1984-12-16
1951198449310107381684.0120462.0184149.0219.0FRFrance1984-12-03/1984-12-09
195219844837862060634.096606.0143110.0176.0FRFrance1984-11-26/1984-12-02
195319844737202954274.089784.013199.0163.0FRFrance1984-11-19/1984-11-25
195419844638733067686.0106974.0159123.0195.0FRFrance1984-11-12/1984-11-18
19551984453135223101414.0169032.0246184.0308.0FRFrance1984-11-05/1984-11-11
195619844436842220056.0116788.012537.0213.0FRFrance1984-10-29/1984-11-04
\n", + "

1956 rows × 11 columns

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" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202217 3 37076 31272.0 42880.0 56 47.0 \n", + "1 202216 3 50002 42881.0 57123.0 75 64.0 \n", + "2 202215 3 100806 90824.0 110788.0 152 137.0 \n", + "3 202214 3 155441 143891.0 166991.0 234 217.0 \n", + "4 202213 3 191914 179558.0 204270.0 289 270.0 \n", + "5 202212 3 166224 155035.0 177413.0 251 234.0 \n", + "6 202211 3 122849 113306.0 132392.0 185 171.0 \n", + "7 202210 3 87904 79741.0 96067.0 133 121.0 \n", + "8 202209 3 50182 43958.0 56406.0 76 67.0 \n", + "9 202208 3 30963 25942.0 35984.0 47 39.0 \n", + "10 202207 3 34882 29446.0 40318.0 53 45.0 \n", + "11 202206 3 46623 40398.0 52848.0 70 61.0 \n", + "12 202205 3 62970 56043.0 69897.0 95 85.0 \n", + "13 202204 3 72209 64804.0 79614.0 109 98.0 \n", + "14 202203 3 74613 67144.0 82082.0 113 102.0 \n", + "15 202202 3 55920 49511.0 62329.0 84 74.0 \n", + "16 202201 3 57629 50699.0 64559.0 87 77.0 \n", + "17 202152 3 54349 47029.0 61669.0 82 71.0 \n", + "18 202151 3 41698 35359.0 48037.0 63 53.0 \n", + "19 202150 3 38117 32497.0 43737.0 58 49.0 \n", + "20 202149 3 40168 34716.0 45620.0 61 53.0 \n", + "21 202148 3 41842 36364.0 47320.0 63 55.0 \n", + "22 202147 3 36598 31338.0 41858.0 55 47.0 \n", + "23 202146 3 30059 25302.0 34816.0 46 39.0 \n", + "24 202145 3 20364 16564.0 24164.0 31 25.0 \n", + "25 202144 3 18999 15042.0 22956.0 29 23.0 \n", + "26 202143 3 27040 21935.0 32145.0 41 33.0 \n", + "27 202142 3 28343 23382.0 33304.0 43 35.0 \n", + "28 202141 3 25043 20586.0 29500.0 38 31.0 \n", + "29 202140 3 26286 21842.0 30730.0 40 33.0 \n", + "... ... ... ... ... ... ... ... \n", + "1927 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1928 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1929 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1930 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1931 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1932 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1933 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1934 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1935 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1936 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1937 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1938 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1939 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1940 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1941 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1942 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1943 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1944 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1945 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1946 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1947 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1948 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1949 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1950 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1951 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1952 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1953 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1954 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1955 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1956 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name period \n", + "0 65.0 FR France 2022-04-25/2022-05-01 \n", + "1 86.0 FR France 2022-04-18/2022-04-24 \n", + "2 167.0 FR France 2022-04-11/2022-04-17 \n", + "3 251.0 FR France 2022-04-04/2022-04-10 \n", + "4 308.0 FR France 2022-03-28/2022-04-03 \n", + "5 268.0 FR France 2022-03-21/2022-03-27 \n", + "6 199.0 FR France 2022-03-14/2022-03-20 \n", + "7 145.0 FR France 2022-03-07/2022-03-13 \n", + "8 85.0 FR France 2022-02-28/2022-03-06 \n", + "9 55.0 FR France 2022-02-21/2022-02-27 \n", + "10 61.0 FR France 2022-02-14/2022-02-20 \n", + "11 79.0 FR France 2022-02-07/2022-02-13 \n", + "12 105.0 FR France 2022-01-31/2022-02-06 \n", + "13 120.0 FR France 2022-01-24/2022-01-30 \n", + "14 124.0 FR France 2022-01-17/2022-01-23 \n", + "15 94.0 FR France 2022-01-10/2022-01-16 \n", + "16 97.0 FR France 2022-01-03/2022-01-09 \n", + "17 93.0 FR France 2021-12-27/2022-01-02 \n", + "18 73.0 FR France 2021-12-20/2021-12-26 \n", + "19 67.0 FR France 2021-12-13/2021-12-19 \n", + "20 69.0 FR France 2021-12-06/2021-12-12 \n", + "21 71.0 FR France 2021-11-29/2021-12-05 \n", + "22 63.0 FR France 2021-11-22/2021-11-28 \n", + "23 53.0 FR France 2021-11-15/2021-11-21 \n", + "24 37.0 FR France 2021-11-08/2021-11-14 \n", + "25 35.0 FR France 2021-11-01/2021-11-07 \n", + "26 49.0 FR France 2021-10-25/2021-10-31 \n", + "27 51.0 FR France 2021-10-18/2021-10-24 \n", + "28 45.0 FR France 2021-10-11/2021-10-17 \n", + "29 47.0 FR France 2021-10-04/2021-10-10 \n", + "... ... ... ... ... \n", + "1927 59.0 FR France 1985-05-20/1985-05-26 \n", + "1928 64.0 FR France 1985-05-13/1985-05-19 \n", + "1929 97.0 FR France 1985-05-06/1985-05-12 \n", + "1930 93.0 FR France 1985-04-29/1985-05-05 \n", + "1931 80.0 FR France 1985-04-22/1985-04-28 \n", + "1932 116.0 FR France 1985-04-15/1985-04-21 \n", + "1933 149.0 FR France 1985-04-08/1985-04-14 \n", + "1934 281.0 FR France 1985-04-01/1985-04-07 \n", + "1935 395.0 FR France 1985-03-25/1985-03-31 \n", + "1936 485.0 FR France 1985-03-18/1985-03-24 \n", + "1937 544.0 FR France 1985-03-11/1985-03-17 \n", + "1938 689.0 FR France 1985-03-04/1985-03-10 \n", + "1939 722.0 FR France 1985-02-25/1985-03-03 \n", + "1940 762.0 FR France 1985-02-18/1985-02-24 \n", + "1941 926.0 FR France 1985-02-11/1985-02-17 \n", + "1942 1113.0 FR France 1985-02-04/1985-02-10 \n", + "1943 1236.0 FR France 1985-01-28/1985-02-03 \n", + "1944 832.0 FR France 1985-01-21/1985-01-27 \n", + "1945 459.0 FR France 1985-01-14/1985-01-20 \n", + "1946 207.0 FR France 1985-01-07/1985-01-13 \n", + "1947 190.0 FR France 1984-12-31/1985-01-06 \n", + "1948 198.0 FR France 1984-12-24/1984-12-30 \n", + "1949 224.0 FR France 1984-12-17/1984-12-23 \n", + "1950 266.0 FR France 1984-12-10/1984-12-16 \n", + "1951 219.0 FR France 1984-12-03/1984-12-09 \n", + "1952 176.0 FR France 1984-11-26/1984-12-02 \n", + "1953 163.0 FR France 1984-11-19/1984-11-25 \n", + "1954 195.0 FR France 1984-11-12/1984-11-18 \n", + "1955 308.0 FR France 1984-11-05/1984-11-11 \n", + "1956 213.0 FR France 1984-10-29/1984-11-04 \n", + "\n", + "[1956 rows x 11 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + " def convert_week(year_and_week_int):\n", + " year_and_week_str = str(year_and_week_int)\n", + " year = int(year_and_week_str[:4])\n", + " week = int(year_and_week_str[4:])\n", + " w = isoweek.Week(year, week)\n", + " return pd.Period(w.day(0), 'W')\n", + "\n", + "data['period'] = [convert_week(yw) for yw in data['week']]\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
period
1984-10-29/1984-11-0419844436842220056.0116788.012537.0213.0FRFrance
1984-11-05/1984-11-111984453135223101414.0169032.0246184.0308.0FRFrance
1984-11-12/1984-11-1819844638733067686.0106974.0159123.0195.0FRFrance
1984-11-19/1984-11-2519844737202954274.089784.013199.0163.0FRFrance
1984-11-26/1984-12-0219844837862060634.096606.0143110.0176.0FRFrance
1984-12-03/1984-12-09198449310107381684.0120462.0184149.0219.0FRFrance
1984-12-10/1984-12-161984503123680101401.0145959.0225184.0266.0FRFrance
1984-12-17/1984-12-23198451310172680242.0123210.0185146.0224.0FRFrance
1984-12-24/1984-12-3019845238483060602.0109058.0154110.0198.0FRFrance
1984-12-31/1985-01-0619850138548965918.0105060.0155120.0190.0FRFrance
1985-01-07/1985-01-1319850239758680949.0114223.0177147.0207.0FRFrance
1985-01-14/1985-01-201985033213901174689.0253113.0388317.0459.0FRFrance
1985-01-21/1985-01-271985043424937390794.0459080.0770708.0832.0FRFrance
1985-01-28/1985-02-031985053637302592795.0681809.011551074.01236.0FRFrance
1985-02-04/1985-02-101985063565825518011.0613639.01026939.01113.0FRFrance
1985-02-11/1985-02-171985073471852432599.0511105.0855784.0926.0FRFrance
1985-02-18/1985-02-241985083389886359529.0420243.0707652.0762.0FRFrance
1985-02-25/1985-03-031985093369895341109.0398681.0670618.0722.0FRFrance
1985-03-04/1985-03-101985103353231326279.0380183.0640591.0689.0FRFrance
1985-03-11/1985-03-171985113276205252399.0300011.0501458.0544.0FRFrance
1985-03-18/1985-03-241985123245240223304.0267176.0445405.0485.0FRFrance
1985-03-25/1985-03-311985133197206176080.0218332.0357319.0395.0FRFrance
1985-04-01/1985-04-071985143134545114400.0154690.0244207.0281.0FRFrance
1985-04-08/1985-04-1419851536388145538.082224.011683.0149.0FRFrance
1985-04-15/1985-04-2119851635036236451.064273.09166.0116.0FRFrance
1985-04-22/1985-04-2819851733405324366.043740.06244.080.0FRFrance
1985-04-29/1985-05-0519851834055529935.051175.07455.093.0FRFrance
1985-05-06/1985-05-1219851934315432821.053487.07859.097.0FRFrance
1985-05-13/1985-05-1919852032789620885.034907.05138.064.0FRFrance
1985-05-20/1985-05-2619852132609619621.032571.04735.059.0FRFrance
.................................
2021-10-04/2021-10-1020214032628621842.030730.04033.047.0FRFrance
2021-10-11/2021-10-1720214132504320586.029500.03831.045.0FRFrance
2021-10-18/2021-10-2420214232834323382.033304.04335.051.0FRFrance
2021-10-25/2021-10-3120214332704021935.032145.04133.049.0FRFrance
2021-11-01/2021-11-0720214431899915042.022956.02923.035.0FRFrance
2021-11-08/2021-11-1420214532036416564.024164.03125.037.0FRFrance
2021-11-15/2021-11-2120214633005925302.034816.04639.053.0FRFrance
2021-11-22/2021-11-2820214733659831338.041858.05547.063.0FRFrance
2021-11-29/2021-12-0520214834184236364.047320.06355.071.0FRFrance
2021-12-06/2021-12-1220214934016834716.045620.06153.069.0FRFrance
2021-12-13/2021-12-1920215033811732497.043737.05849.067.0FRFrance
2021-12-20/2021-12-2620215134169835359.048037.06353.073.0FRFrance
2021-12-27/2022-01-0220215235434947029.061669.08271.093.0FRFrance
2022-01-03/2022-01-0920220135762950699.064559.08777.097.0FRFrance
2022-01-10/2022-01-1620220235592049511.062329.08474.094.0FRFrance
2022-01-17/2022-01-2320220337461367144.082082.0113102.0124.0FRFrance
2022-01-24/2022-01-3020220437220964804.079614.010998.0120.0FRFrance
2022-01-31/2022-02-0620220536297056043.069897.09585.0105.0FRFrance
2022-02-07/2022-02-1320220634662340398.052848.07061.079.0FRFrance
2022-02-14/2022-02-2020220733488229446.040318.05345.061.0FRFrance
2022-02-21/2022-02-2720220833096325942.035984.04739.055.0FRFrance
2022-02-28/2022-03-0620220935018243958.056406.07667.085.0FRFrance
2022-03-07/2022-03-1320221038790479741.096067.0133121.0145.0FRFrance
2022-03-14/2022-03-202022113122849113306.0132392.0185171.0199.0FRFrance
2022-03-21/2022-03-272022123166224155035.0177413.0251234.0268.0FRFrance
2022-03-28/2022-04-032022133191914179558.0204270.0289270.0308.0FRFrance
2022-04-04/2022-04-102022143155441143891.0166991.0234217.0251.0FRFrance
2022-04-11/2022-04-17202215310080690824.0110788.0152137.0167.0FRFrance
2022-04-18/2022-04-2420221635000242881.057123.07564.086.0FRFrance
2022-04-25/2022-05-0120221733707631272.042880.05647.065.0FRFrance
\n", + "

1956 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 \\\n", + "period \n", + "1984-10-29/1984-11-04 198444 3 68422 20056.0 116788.0 125 \n", + "1984-11-05/1984-11-11 198445 3 135223 101414.0 169032.0 246 \n", + "1984-11-12/1984-11-18 198446 3 87330 67686.0 106974.0 159 \n", + "1984-11-19/1984-11-25 198447 3 72029 54274.0 89784.0 131 \n", + "1984-11-26/1984-12-02 198448 3 78620 60634.0 96606.0 143 \n", + "1984-12-03/1984-12-09 198449 3 101073 81684.0 120462.0 184 \n", + "1984-12-10/1984-12-16 198450 3 123680 101401.0 145959.0 225 \n", + "1984-12-17/1984-12-23 198451 3 101726 80242.0 123210.0 185 \n", + "1984-12-24/1984-12-30 198452 3 84830 60602.0 109058.0 154 \n", + "1984-12-31/1985-01-06 198501 3 85489 65918.0 105060.0 155 \n", + "1985-01-07/1985-01-13 198502 3 97586 80949.0 114223.0 177 \n", + "1985-01-14/1985-01-20 198503 3 213901 174689.0 253113.0 388 \n", + "1985-01-21/1985-01-27 198504 3 424937 390794.0 459080.0 770 \n", + "1985-01-28/1985-02-03 198505 3 637302 592795.0 681809.0 1155 \n", + "1985-02-04/1985-02-10 198506 3 565825 518011.0 613639.0 1026 \n", + "1985-02-11/1985-02-17 198507 3 471852 432599.0 511105.0 855 \n", + "1985-02-18/1985-02-24 198508 3 389886 359529.0 420243.0 707 \n", + "1985-02-25/1985-03-03 198509 3 369895 341109.0 398681.0 670 \n", + "1985-03-04/1985-03-10 198510 3 353231 326279.0 380183.0 640 \n", + "1985-03-11/1985-03-17 198511 3 276205 252399.0 300011.0 501 \n", + "1985-03-18/1985-03-24 198512 3 245240 223304.0 267176.0 445 \n", + "1985-03-25/1985-03-31 198513 3 197206 176080.0 218332.0 357 \n", + "1985-04-01/1985-04-07 198514 3 134545 114400.0 154690.0 244 \n", + "1985-04-08/1985-04-14 198515 3 63881 45538.0 82224.0 116 \n", + "1985-04-15/1985-04-21 198516 3 50362 36451.0 64273.0 91 \n", + "1985-04-22/1985-04-28 198517 3 34053 24366.0 43740.0 62 \n", + "1985-04-29/1985-05-05 198518 3 40555 29935.0 51175.0 74 \n", + "1985-05-06/1985-05-12 198519 3 43154 32821.0 53487.0 78 \n", + "1985-05-13/1985-05-19 198520 3 27896 20885.0 34907.0 51 \n", + "1985-05-20/1985-05-26 198521 3 26096 19621.0 32571.0 47 \n", + "... ... ... ... ... ... ... \n", + "2021-10-04/2021-10-10 202140 3 26286 21842.0 30730.0 40 \n", + "2021-10-11/2021-10-17 202141 3 25043 20586.0 29500.0 38 \n", + "2021-10-18/2021-10-24 202142 3 28343 23382.0 33304.0 43 \n", + "2021-10-25/2021-10-31 202143 3 27040 21935.0 32145.0 41 \n", + "2021-11-01/2021-11-07 202144 3 18999 15042.0 22956.0 29 \n", + "2021-11-08/2021-11-14 202145 3 20364 16564.0 24164.0 31 \n", + "2021-11-15/2021-11-21 202146 3 30059 25302.0 34816.0 46 \n", + "2021-11-22/2021-11-28 202147 3 36598 31338.0 41858.0 55 \n", + "2021-11-29/2021-12-05 202148 3 41842 36364.0 47320.0 63 \n", + "2021-12-06/2021-12-12 202149 3 40168 34716.0 45620.0 61 \n", + "2021-12-13/2021-12-19 202150 3 38117 32497.0 43737.0 58 \n", + "2021-12-20/2021-12-26 202151 3 41698 35359.0 48037.0 63 \n", + "2021-12-27/2022-01-02 202152 3 54349 47029.0 61669.0 82 \n", + "2022-01-03/2022-01-09 202201 3 57629 50699.0 64559.0 87 \n", + "2022-01-10/2022-01-16 202202 3 55920 49511.0 62329.0 84 \n", + "2022-01-17/2022-01-23 202203 3 74613 67144.0 82082.0 113 \n", + "2022-01-24/2022-01-30 202204 3 72209 64804.0 79614.0 109 \n", + "2022-01-31/2022-02-06 202205 3 62970 56043.0 69897.0 95 \n", + "2022-02-07/2022-02-13 202206 3 46623 40398.0 52848.0 70 \n", + "2022-02-14/2022-02-20 202207 3 34882 29446.0 40318.0 53 \n", + "2022-02-21/2022-02-27 202208 3 30963 25942.0 35984.0 47 \n", + "2022-02-28/2022-03-06 202209 3 50182 43958.0 56406.0 76 \n", + "2022-03-07/2022-03-13 202210 3 87904 79741.0 96067.0 133 \n", + "2022-03-14/2022-03-20 202211 3 122849 113306.0 132392.0 185 \n", + "2022-03-21/2022-03-27 202212 3 166224 155035.0 177413.0 251 \n", + "2022-03-28/2022-04-03 202213 3 191914 179558.0 204270.0 289 \n", + "2022-04-04/2022-04-10 202214 3 155441 143891.0 166991.0 234 \n", + "2022-04-11/2022-04-17 202215 3 100806 90824.0 110788.0 152 \n", + "2022-04-18/2022-04-24 202216 3 50002 42881.0 57123.0 75 \n", + "2022-04-25/2022-05-01 202217 3 37076 31272.0 42880.0 56 \n", + "\n", + " inc100_low inc100_up geo_insee geo_name \n", + "period \n", + "1984-10-29/1984-11-04 37.0 213.0 FR France \n", + "1984-11-05/1984-11-11 184.0 308.0 FR France \n", + "1984-11-12/1984-11-18 123.0 195.0 FR France \n", + "1984-11-19/1984-11-25 99.0 163.0 FR France \n", + "1984-11-26/1984-12-02 110.0 176.0 FR France \n", + "1984-12-03/1984-12-09 149.0 219.0 FR France \n", + "1984-12-10/1984-12-16 184.0 266.0 FR France \n", + "1984-12-17/1984-12-23 146.0 224.0 FR France \n", + "1984-12-24/1984-12-30 110.0 198.0 FR France \n", + "1984-12-31/1985-01-06 120.0 190.0 FR France \n", + "1985-01-07/1985-01-13 147.0 207.0 FR France \n", + "1985-01-14/1985-01-20 317.0 459.0 FR France \n", + "1985-01-21/1985-01-27 708.0 832.0 FR France \n", + "1985-01-28/1985-02-03 1074.0 1236.0 FR France \n", + "1985-02-04/1985-02-10 939.0 1113.0 FR France \n", + "1985-02-11/1985-02-17 784.0 926.0 FR France \n", + "1985-02-18/1985-02-24 652.0 762.0 FR France \n", + "1985-02-25/1985-03-03 618.0 722.0 FR France \n", + "1985-03-04/1985-03-10 591.0 689.0 FR France \n", + "1985-03-11/1985-03-17 458.0 544.0 FR France \n", + "1985-03-18/1985-03-24 405.0 485.0 FR France \n", + "1985-03-25/1985-03-31 319.0 395.0 FR France \n", + "1985-04-01/1985-04-07 207.0 281.0 FR France \n", + "1985-04-08/1985-04-14 83.0 149.0 FR France \n", + "1985-04-15/1985-04-21 66.0 116.0 FR France \n", + "1985-04-22/1985-04-28 44.0 80.0 FR France \n", + "1985-04-29/1985-05-05 55.0 93.0 FR France \n", + "1985-05-06/1985-05-12 59.0 97.0 FR France \n", + "1985-05-13/1985-05-19 38.0 64.0 FR France \n", + "1985-05-20/1985-05-26 35.0 59.0 FR France \n", + "... ... ... ... ... \n", + "2021-10-04/2021-10-10 33.0 47.0 FR France \n", + "2021-10-11/2021-10-17 31.0 45.0 FR France \n", + "2021-10-18/2021-10-24 35.0 51.0 FR France \n", + "2021-10-25/2021-10-31 33.0 49.0 FR France \n", + "2021-11-01/2021-11-07 23.0 35.0 FR France \n", + "2021-11-08/2021-11-14 25.0 37.0 FR France \n", + "2021-11-15/2021-11-21 39.0 53.0 FR France \n", + "2021-11-22/2021-11-28 47.0 63.0 FR France \n", + "2021-11-29/2021-12-05 55.0 71.0 FR France \n", + "2021-12-06/2021-12-12 53.0 69.0 FR France \n", + "2021-12-13/2021-12-19 49.0 67.0 FR France \n", + "2021-12-20/2021-12-26 53.0 73.0 FR France \n", + "2021-12-27/2022-01-02 71.0 93.0 FR France \n", + "2022-01-03/2022-01-09 77.0 97.0 FR France \n", + "2022-01-10/2022-01-16 74.0 94.0 FR France \n", + "2022-01-17/2022-01-23 102.0 124.0 FR France \n", + "2022-01-24/2022-01-30 98.0 120.0 FR France \n", + "2022-01-31/2022-02-06 85.0 105.0 FR France \n", + "2022-02-07/2022-02-13 61.0 79.0 FR France \n", + "2022-02-14/2022-02-20 45.0 61.0 FR France \n", + "2022-02-21/2022-02-27 39.0 55.0 FR France \n", + "2022-02-28/2022-03-06 67.0 85.0 FR France \n", + "2022-03-07/2022-03-13 121.0 145.0 FR France \n", + "2022-03-14/2022-03-20 171.0 199.0 FR France \n", + "2022-03-21/2022-03-27 234.0 268.0 FR France \n", + "2022-03-28/2022-04-03 270.0 308.0 FR France \n", + "2022-04-04/2022-04-10 217.0 251.0 FR France \n", + "2022-04-11/2022-04-17 137.0 167.0 FR France \n", + "2022-04-18/2022-04-24 64.0 86.0 FR France \n", + "2022-04-25/2022-05-01 47.0 65.0 FR France \n", + "\n", + "[1956 rows x 10 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sorted_data = data.set_index('period').sort_index()\n", + "sorted_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.4" + } + }, "nbformat": 4, "nbformat_minor": 4 } -- 2.18.1