From b172b58e70ecd120b01365d6218840626cf2a180 Mon Sep 17 00:00:00 2001
From: 1954346cc8b06b34603a827d87ca92b1
<1954346cc8b06b34603a827d87ca92b1@app-learninglab.inria.fr>
Date: Wed, 9 Sep 2020 10:58:29 +0000
Subject: [PATCH] too many errors to fix
---
module3/exo3/exercice.ipynb | 3884 ++++++++++++++++++++++-------------
1 file changed, 2475 insertions(+), 1409 deletions(-)
diff --git a/module3/exo3/exercice.ipynb b/module3/exo3/exercice.ipynb
index 489fb5d..045b365 100644
--- a/module3/exo3/exercice.ipynb
+++ b/module3/exo3/exercice.ipynb
@@ -14,16 +14,16 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
- " data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\""
+ " data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-7.csv\""
]
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 28,
"metadata": {},
"outputs": [
{
@@ -62,391 +62,391 @@
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+ " 1530 | \n",
+ " 199118 | \n",
+ " 7 | \n",
+ " 21385 | \n",
+ " 13882 | \n",
+ " 28888 | \n",
+ " 38 | \n",
+ " 25 | \n",
+ " 51 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1825 | \n",
- " 198512 | \n",
- " 3 | \n",
- " 245240 | \n",
- " 223304.0 | \n",
- " 267176.0 | \n",
- " 445 | \n",
- " 405.0 | \n",
- " 485.0 | \n",
+ " 1531 | \n",
+ " 199117 | \n",
+ " 7 | \n",
+ " 13462 | \n",
+ " 8877 | \n",
+ " 18047 | \n",
+ " 24 | \n",
+ " 16 | \n",
+ " 32 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1826 | \n",
- " 198511 | \n",
- " 3 | \n",
- " 276205 | \n",
- " 252399.0 | \n",
- " 300011.0 | \n",
- " 501 | \n",
- " 458.0 | \n",
- " 544.0 | \n",
+ " 1532 | \n",
+ " 199116 | \n",
+ " 7 | \n",
+ " 14857 | \n",
+ " 10068 | \n",
+ " 19646 | \n",
+ " 26 | \n",
+ " 18 | \n",
+ " 34 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1827 | \n",
- " 198510 | \n",
- " 3 | \n",
- " 353231 | \n",
- " 326279.0 | \n",
- " 380183.0 | \n",
- " 640 | \n",
- " 591.0 | \n",
- " 689.0 | \n",
+ " 1533 | \n",
+ " 199115 | \n",
+ " 7 | \n",
+ " 13975 | \n",
+ " 9781 | \n",
+ " 18169 | \n",
+ " 25 | \n",
+ " 18 | \n",
+ " 32 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1828 | \n",
- " 198509 | \n",
- " 3 | \n",
- " 369895 | \n",
- " 341109.0 | \n",
- " 398681.0 | \n",
- " 670 | \n",
- " 618.0 | \n",
- " 722.0 | \n",
+ " 1534 | \n",
+ " 199114 | \n",
+ " 7 | \n",
+ " 12265 | \n",
+ " 7684 | \n",
+ " 16846 | \n",
+ " 22 | \n",
+ " 14 | \n",
+ " 30 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1829 | \n",
- " 198508 | \n",
- " 3 | \n",
- " 389886 | \n",
- " 359529.0 | \n",
- " 420243.0 | \n",
- " 707 | \n",
- " 652.0 | \n",
- " 762.0 | \n",
+ " 1535 | \n",
+ " 199113 | \n",
+ " 7 | \n",
+ " 9567 | \n",
+ " 6041 | \n",
+ " 13093 | \n",
+ " 17 | \n",
+ " 11 | \n",
+ " 23 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1830 | \n",
- " 198507 | \n",
- " 3 | \n",
- " 471852 | \n",
- " 432599.0 | \n",
- " 511105.0 | \n",
- " 855 | \n",
- " 784.0 | \n",
- " 926.0 | \n",
+ " 1536 | \n",
+ " 199112 | \n",
+ " 7 | \n",
+ " 10864 | \n",
+ " 7331 | \n",
+ " 14397 | \n",
+ " 19 | \n",
+ " 13 | \n",
+ " 25 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1831 | \n",
- " 198506 | \n",
- " 3 | \n",
- " 565825 | \n",
- " 518011.0 | \n",
- " 613639.0 | \n",
- " 1026 | \n",
- " 939.0 | \n",
- " 1113.0 | \n",
+ " 1537 | \n",
+ " 199111 | \n",
+ " 7 | \n",
+ " 15574 | \n",
+ " 11184 | \n",
+ " 19964 | \n",
+ " 27 | \n",
+ " 19 | \n",
+ " 35 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1832 | \n",
- " 198505 | \n",
- " 3 | \n",
- " 637302 | \n",
- " 592795.0 | \n",
- " 681809.0 | \n",
- " 1155 | \n",
- " 1074.0 | \n",
- " 1236.0 | \n",
+ " 1538 | \n",
+ " 199110 | \n",
+ " 7 | \n",
+ " 16643 | \n",
+ " 11372 | \n",
+ " 21914 | \n",
+ " 29 | \n",
+ " 20 | \n",
+ " 38 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1833 | \n",
- " 198504 | \n",
- " 3 | \n",
- " 424937 | \n",
- " 390794.0 | \n",
- " 459080.0 | \n",
- " 770 | \n",
- " 708.0 | \n",
- " 832.0 | \n",
+ " 1539 | \n",
+ " 199109 | \n",
+ " 7 | \n",
+ " 13741 | \n",
+ " 8780 | \n",
+ " 18702 | \n",
+ " 24 | \n",
+ " 15 | \n",
+ " 33 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1834 | \n",
- " 198503 | \n",
- " 3 | \n",
- " 213901 | \n",
- " 174689.0 | \n",
- " 253113.0 | \n",
- " 388 | \n",
- " 317.0 | \n",
- " 459.0 | \n",
+ " 1540 | \n",
+ " 199108 | \n",
+ " 7 | \n",
+ " 13289 | \n",
+ " 8813 | \n",
+ " 17765 | \n",
+ " 23 | \n",
+ " 15 | \n",
+ " 31 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1835 | \n",
- " 198502 | \n",
- " 3 | \n",
- " 97586 | \n",
- " 80949.0 | \n",
- " 114223.0 | \n",
- " 177 | \n",
- " 147.0 | \n",
- " 207.0 | \n",
+ " 1541 | \n",
+ " 199107 | \n",
+ " 7 | \n",
+ " 12337 | \n",
+ " 8077 | \n",
+ " 16597 | \n",
+ " 22 | \n",
+ " 15 | \n",
+ " 29 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1836 | \n",
- " 198501 | \n",
- " 3 | \n",
- " 85489 | \n",
- " 65918.0 | \n",
- " 105060.0 | \n",
- " 155 | \n",
- " 120.0 | \n",
- " 190.0 | \n",
+ " 1542 | \n",
+ " 199106 | \n",
+ " 7 | \n",
+ " 10877 | \n",
+ " 7013 | \n",
+ " 14741 | \n",
+ " 19 | \n",
+ " 12 | \n",
+ " 26 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1837 | \n",
- " 198452 | \n",
- " 3 | \n",
- " 84830 | \n",
- " 60602.0 | \n",
- " 109058.0 | \n",
- " 154 | \n",
- " 110.0 | \n",
- " 198.0 | \n",
+ " 1543 | \n",
+ " 199105 | \n",
+ " 7 | \n",
+ " 10442 | \n",
+ " 6544 | \n",
+ " 14340 | \n",
+ " 18 | \n",
+ " 11 | \n",
+ " 25 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1838 | \n",
- " 198451 | \n",
- " 3 | \n",
- " 101726 | \n",
- " 80242.0 | \n",
- " 123210.0 | \n",
- " 185 | \n",
- " 146.0 | \n",
- " 224.0 | \n",
+ " 1544 | \n",
+ " 199104 | \n",
+ " 7 | \n",
+ " 7913 | \n",
+ " 4563 | \n",
+ " 11263 | \n",
+ " 14 | \n",
+ " 8 | \n",
+ " 20 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1839 | \n",
- " 198450 | \n",
- " 3 | \n",
- " 123680 | \n",
- " 101401.0 | \n",
- " 145959.0 | \n",
- " 225 | \n",
- " 184.0 | \n",
- " 266.0 | \n",
+ " 1545 | \n",
+ " 199103 | \n",
+ " 7 | \n",
+ " 15387 | \n",
+ " 10484 | \n",
+ " 20290 | \n",
+ " 27 | \n",
+ " 18 | \n",
+ " 36 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1840 | \n",
- " 198449 | \n",
- " 3 | \n",
- " 101073 | \n",
- " 81684.0 | \n",
- " 120462.0 | \n",
- " 184 | \n",
- " 149.0 | \n",
- " 219.0 | \n",
+ " 1546 | \n",
+ " 199102 | \n",
+ " 7 | \n",
+ " 16277 | \n",
+ " 11046 | \n",
+ " 21508 | \n",
+ " 29 | \n",
+ " 20 | \n",
+ " 38 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1841 | \n",
- " 198448 | \n",
- " 3 | \n",
- " 78620 | \n",
- " 60634.0 | \n",
- " 96606.0 | \n",
- " 143 | \n",
- " 110.0 | \n",
- " 176.0 | \n",
+ " 1547 | \n",
+ " 199101 | \n",
+ " 7 | \n",
+ " 15565 | \n",
+ " 10271 | \n",
+ " 20859 | \n",
+ " 27 | \n",
+ " 18 | \n",
+ " 36 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1842 | \n",
- " 198447 | \n",
- " 3 | \n",
- " 72029 | \n",
- " 54274.0 | \n",
- " 89784.0 | \n",
- " 131 | \n",
- " 99.0 | \n",
- " 163.0 | \n",
+ " 1548 | \n",
+ " 199052 | \n",
+ " 7 | \n",
+ " 19375 | \n",
+ " 13295 | \n",
+ " 25455 | \n",
+ " 34 | \n",
+ " 23 | \n",
+ " 45 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1843 | \n",
- " 198446 | \n",
- " 3 | \n",
- " 87330 | \n",
- " 67686.0 | \n",
- " 106974.0 | \n",
- " 159 | \n",
- " 123.0 | \n",
- " 195.0 | \n",
+ " 1549 | \n",
+ " 199051 | \n",
+ " 7 | \n",
+ " 19080 | \n",
+ " 13807 | \n",
+ " 24353 | \n",
+ " 34 | \n",
+ " 25 | \n",
+ " 43 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1844 | \n",
- " 198445 | \n",
- " 3 | \n",
- " 135223 | \n",
- " 101414.0 | \n",
- " 169032.0 | \n",
- " 246 | \n",
- " 184.0 | \n",
- " 308.0 | \n",
+ " 1550 | \n",
+ " 199050 | \n",
+ " 7 | \n",
+ " 11079 | \n",
+ " 6660 | \n",
+ " 15498 | \n",
+ " 20 | \n",
+ " 12 | \n",
+ " 28 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1845 | \n",
- " 198444 | \n",
- " 3 | \n",
- " 68422 | \n",
- " 20056.0 | \n",
- " 116788.0 | \n",
- " 125 | \n",
- " 37.0 | \n",
- " 213.0 | \n",
+ " 1551 | \n",
+ " 199049 | \n",
+ " 7 | \n",
+ " 1143 | \n",
+ " 0 | \n",
+ " 2610 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 5 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
"\n",
- "1846 rows × 10 columns
\n",
+ "1552 rows × 10 columns
\n",
""
],
"text/plain": [
- " week indicator inc inc_low inc_up inc100 inc100_low \\\n",
- "0 202011 3 101704 93652.0 109756.0 154 142.0 \n",
- "1 202010 3 104977 96650.0 113304.0 159 146.0 \n",
- "2 202009 3 110696 102066.0 119326.0 168 155.0 \n",
- "3 202008 3 143753 133984.0 153522.0 218 203.0 \n",
- "4 202007 3 183610 172812.0 194408.0 279 263.0 \n",
- "5 202006 3 206669 195481.0 217857.0 314 297.0 \n",
- "6 202005 3 187957 177445.0 198469.0 285 269.0 \n",
- "7 202004 3 122331 113492.0 131170.0 186 173.0 \n",
- "8 202003 3 78413 71330.0 85496.0 119 108.0 \n",
- "9 202002 3 53614 47654.0 59574.0 81 72.0 \n",
- "10 202001 3 36850 31608.0 42092.0 56 48.0 \n",
- "11 201952 3 28135 23220.0 33050.0 43 36.0 \n",
- "12 201951 3 29786 25042.0 34530.0 45 38.0 \n",
- "13 201950 3 34223 29156.0 39290.0 52 44.0 \n",
- "14 201949 3 25662 21414.0 29910.0 39 33.0 \n",
- "15 201948 3 22367 18055.0 26679.0 34 27.0 \n",
- "16 201947 3 18669 14759.0 22579.0 28 22.0 \n",
- "17 201946 3 16030 12567.0 19493.0 24 19.0 \n",
- "18 201945 3 10138 7160.0 13116.0 15 10.0 \n",
- "19 201944 3 7822 5010.0 10634.0 12 8.0 \n",
- "20 201943 3 9487 6448.0 12526.0 14 9.0 \n",
- "21 201942 3 7747 5243.0 10251.0 12 8.0 \n",
- "22 201941 3 7122 4720.0 9524.0 11 7.0 \n",
- "23 201940 3 8505 5784.0 11226.0 13 9.0 \n",
- "24 201939 3 7091 4462.0 9720.0 11 7.0 \n",
- "25 201938 3 4897 2891.0 6903.0 7 4.0 \n",
- "26 201937 3 3172 1367.0 4977.0 5 2.0 \n",
- "27 201936 3 2295 728.0 3862.0 3 1.0 \n",
- "28 201935 3 1010 2.0 2018.0 2 0.0 \n",
- "29 201934 3 1672 279.0 3065.0 3 1.0 \n",
- "... ... ... ... ... ... ... ... \n",
- "1816 198521 3 26096 19621.0 32571.0 47 35.0 \n",
- "1817 198520 3 27896 20885.0 34907.0 51 38.0 \n",
- "1818 198519 3 43154 32821.0 53487.0 78 59.0 \n",
- "1819 198518 3 40555 29935.0 51175.0 74 55.0 \n",
- "1820 198517 3 34053 24366.0 43740.0 62 44.0 \n",
- "1821 198516 3 50362 36451.0 64273.0 91 66.0 \n",
- "1822 198515 3 63881 45538.0 82224.0 116 83.0 \n",
- "1823 198514 3 134545 114400.0 154690.0 244 207.0 \n",
- "1824 198513 3 197206 176080.0 218332.0 357 319.0 \n",
- "1825 198512 3 245240 223304.0 267176.0 445 405.0 \n",
- "1826 198511 3 276205 252399.0 300011.0 501 458.0 \n",
- "1827 198510 3 353231 326279.0 380183.0 640 591.0 \n",
- "1828 198509 3 369895 341109.0 398681.0 670 618.0 \n",
- "1829 198508 3 389886 359529.0 420243.0 707 652.0 \n",
- "1830 198507 3 471852 432599.0 511105.0 855 784.0 \n",
- "1831 198506 3 565825 518011.0 613639.0 1026 939.0 \n",
- "1832 198505 3 637302 592795.0 681809.0 1155 1074.0 \n",
- "1833 198504 3 424937 390794.0 459080.0 770 708.0 \n",
- "1834 198503 3 213901 174689.0 253113.0 388 317.0 \n",
- "1835 198502 3 97586 80949.0 114223.0 177 147.0 \n",
- "1836 198501 3 85489 65918.0 105060.0 155 120.0 \n",
- "1837 198452 3 84830 60602.0 109058.0 154 110.0 \n",
- "1838 198451 3 101726 80242.0 123210.0 185 146.0 \n",
- "1839 198450 3 123680 101401.0 145959.0 225 184.0 \n",
- "1840 198449 3 101073 81684.0 120462.0 184 149.0 \n",
- "1841 198448 3 78620 60634.0 96606.0 143 110.0 \n",
- "1842 198447 3 72029 54274.0 89784.0 131 99.0 \n",
- "1843 198446 3 87330 67686.0 106974.0 159 123.0 \n",
- "1844 198445 3 135223 101414.0 169032.0 246 184.0 \n",
- "1845 198444 3 68422 20056.0 116788.0 125 37.0 \n",
+ " week indicator inc inc_low inc_up inc100 inc100_low \\\n",
+ "0 202035 7 837 0 1712 1 0 \n",
+ "1 202034 7 2275 373 4177 3 0 \n",
+ "2 202033 7 1284 177 2391 2 0 \n",
+ "3 202032 7 2650 689 4611 4 1 \n",
+ "4 202031 7 1303 100 2506 2 0 \n",
+ "5 202030 7 1385 75 2695 2 0 \n",
+ "6 202029 7 841 10 1672 1 0 \n",
+ "7 202028 7 728 0 1515 1 0 \n",
+ "8 202027 7 986 149 1823 1 0 \n",
+ "9 202026 7 694 0 1454 1 0 \n",
+ "10 202025 7 228 0 597 0 0 \n",
+ "11 202024 7 388 0 959 1 0 \n",
+ "12 202023 7 558 1 1115 1 0 \n",
+ "13 202022 7 277 0 633 0 0 \n",
+ "14 202021 7 602 36 1168 1 0 \n",
+ "15 202020 7 824 20 1628 1 0 \n",
+ "16 202019 7 310 0 753 0 0 \n",
+ "17 202018 7 849 98 1600 1 0 \n",
+ "18 202017 7 272 0 658 0 0 \n",
+ "19 202016 7 758 78 1438 1 0 \n",
+ "20 202015 7 1918 675 3161 3 1 \n",
+ "21 202014 7 3879 2227 5531 6 3 \n",
+ "22 202013 7 7326 5236 9416 11 8 \n",
+ "23 202012 7 8123 5790 10456 12 8 \n",
+ "24 202011 7 10198 7568 12828 15 11 \n",
+ "25 202010 7 9011 6691 11331 14 10 \n",
+ "26 202009 7 13631 10544 16718 21 16 \n",
+ "27 202008 7 10424 7708 13140 16 12 \n",
+ "28 202007 7 8959 6574 11344 14 10 \n",
+ "29 202006 7 9264 6925 11603 14 10 \n",
+ "... ... ... ... ... ... ... ... \n",
+ "1522 199126 7 17608 11304 23912 31 20 \n",
+ "1523 199125 7 16169 10700 21638 28 18 \n",
+ "1524 199124 7 16171 10071 22271 28 17 \n",
+ "1525 199123 7 11947 7671 16223 21 13 \n",
+ "1526 199122 7 15452 9953 20951 27 17 \n",
+ "1527 199121 7 14903 8975 20831 26 16 \n",
+ "1528 199120 7 19053 12742 25364 34 23 \n",
+ "1529 199119 7 16739 11246 22232 29 19 \n",
+ "1530 199118 7 21385 13882 28888 38 25 \n",
+ "1531 199117 7 13462 8877 18047 24 16 \n",
+ "1532 199116 7 14857 10068 19646 26 18 \n",
+ "1533 199115 7 13975 9781 18169 25 18 \n",
+ "1534 199114 7 12265 7684 16846 22 14 \n",
+ "1535 199113 7 9567 6041 13093 17 11 \n",
+ "1536 199112 7 10864 7331 14397 19 13 \n",
+ "1537 199111 7 15574 11184 19964 27 19 \n",
+ "1538 199110 7 16643 11372 21914 29 20 \n",
+ "1539 199109 7 13741 8780 18702 24 15 \n",
+ "1540 199108 7 13289 8813 17765 23 15 \n",
+ "1541 199107 7 12337 8077 16597 22 15 \n",
+ "1542 199106 7 10877 7013 14741 19 12 \n",
+ "1543 199105 7 10442 6544 14340 18 11 \n",
+ "1544 199104 7 7913 4563 11263 14 8 \n",
+ "1545 199103 7 15387 10484 20290 27 18 \n",
+ "1546 199102 7 16277 11046 21508 29 20 \n",
+ "1547 199101 7 15565 10271 20859 27 18 \n",
+ "1548 199052 7 19375 13295 25455 34 23 \n",
+ "1549 199051 7 19080 13807 24353 34 25 \n",
+ "1550 199050 7 11079 6660 15498 20 12 \n",
+ "1551 199049 7 1143 0 2610 2 0 \n",
"\n",
" inc100_up geo_insee geo_name \n",
- "0 166.0 FR France \n",
- "1 172.0 FR France \n",
- "2 181.0 FR France \n",
- "3 233.0 FR France \n",
- "4 295.0 FR France \n",
- "5 331.0 FR France \n",
- "6 301.0 FR France \n",
- "7 199.0 FR France \n",
- "8 130.0 FR France \n",
- "9 90.0 FR France \n",
- "10 64.0 FR France \n",
- "11 50.0 FR France \n",
- "12 52.0 FR France \n",
- "13 60.0 FR France \n",
- "14 45.0 FR France \n",
- "15 41.0 FR France \n",
- "16 34.0 FR France \n",
- "17 29.0 FR France \n",
- "18 20.0 FR France \n",
- "19 16.0 FR France \n",
- "20 19.0 FR France \n",
- "21 16.0 FR France \n",
- "22 15.0 FR France \n",
- "23 17.0 FR France \n",
- "24 15.0 FR France \n",
- "25 10.0 FR France \n",
- "26 8.0 FR France \n",
- "27 5.0 FR France \n",
- "28 4.0 FR France \n",
- "29 5.0 FR France \n",
+ "0 2 FR France \n",
+ "1 6 FR France \n",
+ "2 4 FR France \n",
+ "3 7 FR France \n",
+ "4 4 FR France \n",
+ "5 4 FR France \n",
+ "6 2 FR France \n",
+ "7 2 FR France \n",
+ "8 2 FR France \n",
+ "9 2 FR France \n",
+ "10 1 FR France \n",
+ "11 2 FR France \n",
+ "12 2 FR France \n",
+ "13 1 FR France \n",
+ "14 2 FR France \n",
+ "15 2 FR France \n",
+ "16 1 FR France \n",
+ "17 2 FR France \n",
+ "18 1 FR France \n",
+ "19 2 FR France \n",
+ "20 5 FR France \n",
+ "21 9 FR France \n",
+ "22 14 FR France \n",
+ "23 16 FR France \n",
+ "24 19 FR France \n",
+ "25 18 FR France \n",
+ "26 26 FR France \n",
+ "27 20 FR France \n",
+ "28 18 FR France \n",
+ "29 18 FR France \n",
"... ... ... ... \n",
- "1816 59.0 FR France \n",
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- "1825 485.0 FR France \n",
- "1826 544.0 FR France \n",
- "1827 689.0 FR France \n",
- "1828 722.0 FR France \n",
- "1829 762.0 FR France \n",
- "1830 926.0 FR France \n",
- "1831 1113.0 FR France \n",
- "1832 1236.0 FR France \n",
- "1833 832.0 FR France \n",
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- "1835 207.0 FR France \n",
- "1836 190.0 FR France \n",
- "1837 198.0 FR France \n",
- "1838 224.0 FR France \n",
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- "1840 219.0 FR France \n",
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- "1842 163.0 FR France \n",
- "1843 195.0 FR France \n",
- "1844 308.0 FR France \n",
- "1845 213.0 FR France \n",
+ "1522 42 FR France \n",
+ "1523 38 FR France \n",
+ "1524 39 FR France \n",
+ "1525 29 FR France \n",
+ "1526 37 FR France \n",
+ "1527 36 FR France \n",
+ "1528 45 FR France \n",
+ "1529 39 FR France \n",
+ "1530 51 FR France \n",
+ "1531 32 FR France \n",
+ "1532 34 FR France \n",
+ "1533 32 FR France \n",
+ "1534 30 FR France \n",
+ "1535 23 FR France \n",
+ "1536 25 FR France \n",
+ "1537 35 FR France \n",
+ "1538 38 FR France \n",
+ "1539 33 FR France \n",
+ "1540 31 FR France \n",
+ "1541 29 FR France \n",
+ "1542 26 FR France \n",
+ "1543 25 FR France \n",
+ "1544 20 FR France \n",
+ "1545 36 FR France \n",
+ "1546 38 FR France \n",
+ "1547 36 FR France \n",
+ "1548 45 FR France \n",
+ "1549 43 FR France \n",
+ "1550 28 FR France \n",
+ "1551 5 FR France \n",
"\n",
- "[1846 rows x 10 columns]"
+ "[1552 rows x 10 columns]"
]
},
- "execution_count": 4,
+ "execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
@@ -1000,7 +1000,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 29,
"metadata": {},
"outputs": [
{
@@ -1037,32 +1037,17 @@
" \n",
" \n",
" \n",
- " \n",
- " | 1609 | \n",
- " 198919 | \n",
- " 3 | \n",
- " 0 | \n",
- " NaN | \n",
- " NaN | \n",
- " 0 | \n",
- " NaN | \n",
- " NaN | \n",
- " FR | \n",
- " France | \n",
- "
\n",
" \n",
"\n",
""
],
"text/plain": [
- " week indicator inc inc_low inc_up inc100 inc100_low inc100_up \\\n",
- "1609 198919 3 0 NaN NaN 0 NaN NaN \n",
- "\n",
- " geo_insee geo_name \n",
- "1609 FR France "
+ "Empty DataFrame\n",
+ "Columns: [week, indicator, inc, inc_low, inc_up, inc100, inc100_low, inc100_up, geo_insee, geo_name]\n",
+ "Index: []"
]
},
- "execution_count": 5,
+ "execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
@@ -1073,7 +1058,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 30,
"metadata": {},
"outputs": [
{
@@ -1112,391 +1097,391 @@
" \n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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" 11 | \n",
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"
\n",
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"
\n",
" \n",
" | 24 | \n",
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" 11 | \n",
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" FR | \n",
" France | \n",
"
\n",
" \n",
" | 25 | \n",
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" 7 | \n",
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" FR | \n",
" France | \n",
"
\n",
" \n",
" | 26 | \n",
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- " 5 | \n",
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+ " 26 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
" | 27 | \n",
- " 201936 | \n",
- " 3 | \n",
- " 2295 | \n",
- " 728.0 | \n",
- " 3862.0 | \n",
- " 3 | \n",
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+ " 16 | \n",
+ " 12 | \n",
+ " 20 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
" | 28 | \n",
- " 201935 | \n",
- " 3 | \n",
- " 1010 | \n",
- " 2.0 | \n",
- " 2018.0 | \n",
- " 2 | \n",
- " 0.0 | \n",
- " 4.0 | \n",
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+ " 10 | \n",
+ " 18 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
" | 29 | \n",
- " 201934 | \n",
- " 3 | \n",
- " 1672 | \n",
- " 279.0 | \n",
- " 3065.0 | \n",
- " 3 | \n",
- " 1.0 | \n",
- " 5.0 | \n",
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+ " 11603 | \n",
+ " 14 | \n",
+ " 10 | \n",
+ " 18 | \n",
" FR | \n",
" France | \n",
"
\n",
@@ -1514,531 +1499,531 @@
" ... | \n",
" \n",
" \n",
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" FR | \n",
" France | \n",
"
\n",
" \n",
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- " 27896 | \n",
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+ " 18 | \n",
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" FR | \n",
" France | \n",
"
\n",
" \n",
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+ " 28 | \n",
+ " 17 | \n",
+ " 39 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
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+ " 16223 | \n",
+ " 21 | \n",
+ " 13 | \n",
+ " 29 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1820 | \n",
- " 198517 | \n",
- " 3 | \n",
- " 34053 | \n",
- " 24366.0 | \n",
- " 43740.0 | \n",
- " 62 | \n",
- " 44.0 | \n",
- " 80.0 | \n",
+ " 1526 | \n",
+ " 199122 | \n",
+ " 7 | \n",
+ " 15452 | \n",
+ " 9953 | \n",
+ " 20951 | \n",
+ " 27 | \n",
+ " 17 | \n",
+ " 37 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1821 | \n",
- " 198516 | \n",
- " 3 | \n",
- " 50362 | \n",
- " 36451.0 | \n",
- " 64273.0 | \n",
- " 91 | \n",
- " 66.0 | \n",
- " 116.0 | \n",
+ " 1527 | \n",
+ " 199121 | \n",
+ " 7 | \n",
+ " 14903 | \n",
+ " 8975 | \n",
+ " 20831 | \n",
+ " 26 | \n",
+ " 16 | \n",
+ " 36 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1822 | \n",
- " 198515 | \n",
- " 3 | \n",
- " 63881 | \n",
- " 45538.0 | \n",
- " 82224.0 | \n",
- " 116 | \n",
- " 83.0 | \n",
- " 149.0 | \n",
+ " 1528 | \n",
+ " 199120 | \n",
+ " 7 | \n",
+ " 19053 | \n",
+ " 12742 | \n",
+ " 25364 | \n",
+ " 34 | \n",
+ " 23 | \n",
+ " 45 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1823 | \n",
- " 198514 | \n",
- " 3 | \n",
- " 134545 | \n",
- " 114400.0 | \n",
- " 154690.0 | \n",
- " 244 | \n",
- " 207.0 | \n",
- " 281.0 | \n",
+ " 1529 | \n",
+ " 199119 | \n",
+ " 7 | \n",
+ " 16739 | \n",
+ " 11246 | \n",
+ " 22232 | \n",
+ " 29 | \n",
+ " 19 | \n",
+ " 39 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1824 | \n",
- " 198513 | \n",
- " 3 | \n",
- " 197206 | \n",
- " 176080.0 | \n",
- " 218332.0 | \n",
- " 357 | \n",
- " 319.0 | \n",
- " 395.0 | \n",
+ " 1530 | \n",
+ " 199118 | \n",
+ " 7 | \n",
+ " 21385 | \n",
+ " 13882 | \n",
+ " 28888 | \n",
+ " 38 | \n",
+ " 25 | \n",
+ " 51 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1825 | \n",
- " 198512 | \n",
- " 3 | \n",
- " 245240 | \n",
- " 223304.0 | \n",
- " 267176.0 | \n",
- " 445 | \n",
- " 405.0 | \n",
- " 485.0 | \n",
+ " 1531 | \n",
+ " 199117 | \n",
+ " 7 | \n",
+ " 13462 | \n",
+ " 8877 | \n",
+ " 18047 | \n",
+ " 24 | \n",
+ " 16 | \n",
+ " 32 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1826 | \n",
- " 198511 | \n",
- " 3 | \n",
- " 276205 | \n",
- " 252399.0 | \n",
- " 300011.0 | \n",
- " 501 | \n",
- " 458.0 | \n",
- " 544.0 | \n",
+ " 1532 | \n",
+ " 199116 | \n",
+ " 7 | \n",
+ " 14857 | \n",
+ " 10068 | \n",
+ " 19646 | \n",
+ " 26 | \n",
+ " 18 | \n",
+ " 34 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1827 | \n",
- " 198510 | \n",
- " 3 | \n",
- " 353231 | \n",
- " 326279.0 | \n",
- " 380183.0 | \n",
- " 640 | \n",
- " 591.0 | \n",
- " 689.0 | \n",
+ " 1533 | \n",
+ " 199115 | \n",
+ " 7 | \n",
+ " 13975 | \n",
+ " 9781 | \n",
+ " 18169 | \n",
+ " 25 | \n",
+ " 18 | \n",
+ " 32 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1828 | \n",
- " 198509 | \n",
- " 3 | \n",
- " 369895 | \n",
- " 341109.0 | \n",
- " 398681.0 | \n",
- " 670 | \n",
- " 618.0 | \n",
- " 722.0 | \n",
+ " 1534 | \n",
+ " 199114 | \n",
+ " 7 | \n",
+ " 12265 | \n",
+ " 7684 | \n",
+ " 16846 | \n",
+ " 22 | \n",
+ " 14 | \n",
+ " 30 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1829 | \n",
- " 198508 | \n",
- " 3 | \n",
- " 389886 | \n",
- " 359529.0 | \n",
- " 420243.0 | \n",
- " 707 | \n",
- " 652.0 | \n",
- " 762.0 | \n",
+ " 1535 | \n",
+ " 199113 | \n",
+ " 7 | \n",
+ " 9567 | \n",
+ " 6041 | \n",
+ " 13093 | \n",
+ " 17 | \n",
+ " 11 | \n",
+ " 23 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1830 | \n",
- " 198507 | \n",
- " 3 | \n",
- " 471852 | \n",
- " 432599.0 | \n",
- " 511105.0 | \n",
- " 855 | \n",
- " 784.0 | \n",
- " 926.0 | \n",
+ " 1536 | \n",
+ " 199112 | \n",
+ " 7 | \n",
+ " 10864 | \n",
+ " 7331 | \n",
+ " 14397 | \n",
+ " 19 | \n",
+ " 13 | \n",
+ " 25 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1831 | \n",
- " 198506 | \n",
- " 3 | \n",
- " 565825 | \n",
- " 518011.0 | \n",
- " 613639.0 | \n",
- " 1026 | \n",
- " 939.0 | \n",
- " 1113.0 | \n",
+ " 1537 | \n",
+ " 199111 | \n",
+ " 7 | \n",
+ " 15574 | \n",
+ " 11184 | \n",
+ " 19964 | \n",
+ " 27 | \n",
+ " 19 | \n",
+ " 35 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1832 | \n",
- " 198505 | \n",
- " 3 | \n",
- " 637302 | \n",
- " 592795.0 | \n",
- " 681809.0 | \n",
- " 1155 | \n",
- " 1074.0 | \n",
- " 1236.0 | \n",
+ " 1538 | \n",
+ " 199110 | \n",
+ " 7 | \n",
+ " 16643 | \n",
+ " 11372 | \n",
+ " 21914 | \n",
+ " 29 | \n",
+ " 20 | \n",
+ " 38 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1833 | \n",
- " 198504 | \n",
- " 3 | \n",
- " 424937 | \n",
- " 390794.0 | \n",
- " 459080.0 | \n",
- " 770 | \n",
- " 708.0 | \n",
- " 832.0 | \n",
+ " 1539 | \n",
+ " 199109 | \n",
+ " 7 | \n",
+ " 13741 | \n",
+ " 8780 | \n",
+ " 18702 | \n",
+ " 24 | \n",
+ " 15 | \n",
+ " 33 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1834 | \n",
- " 198503 | \n",
- " 3 | \n",
- " 213901 | \n",
- " 174689.0 | \n",
- " 253113.0 | \n",
- " 388 | \n",
- " 317.0 | \n",
- " 459.0 | \n",
+ " 1540 | \n",
+ " 199108 | \n",
+ " 7 | \n",
+ " 13289 | \n",
+ " 8813 | \n",
+ " 17765 | \n",
+ " 23 | \n",
+ " 15 | \n",
+ " 31 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1835 | \n",
- " 198502 | \n",
- " 3 | \n",
- " 97586 | \n",
- " 80949.0 | \n",
- " 114223.0 | \n",
- " 177 | \n",
- " 147.0 | \n",
- " 207.0 | \n",
+ " 1541 | \n",
+ " 199107 | \n",
+ " 7 | \n",
+ " 12337 | \n",
+ " 8077 | \n",
+ " 16597 | \n",
+ " 22 | \n",
+ " 15 | \n",
+ " 29 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1836 | \n",
- " 198501 | \n",
- " 3 | \n",
- " 85489 | \n",
- " 65918.0 | \n",
- " 105060.0 | \n",
- " 155 | \n",
- " 120.0 | \n",
- " 190.0 | \n",
+ " 1542 | \n",
+ " 199106 | \n",
+ " 7 | \n",
+ " 10877 | \n",
+ " 7013 | \n",
+ " 14741 | \n",
+ " 19 | \n",
+ " 12 | \n",
+ " 26 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1837 | \n",
- " 198452 | \n",
- " 3 | \n",
- " 84830 | \n",
- " 60602.0 | \n",
- " 109058.0 | \n",
- " 154 | \n",
- " 110.0 | \n",
- " 198.0 | \n",
+ " 1543 | \n",
+ " 199105 | \n",
+ " 7 | \n",
+ " 10442 | \n",
+ " 6544 | \n",
+ " 14340 | \n",
+ " 18 | \n",
+ " 11 | \n",
+ " 25 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1838 | \n",
- " 198451 | \n",
- " 3 | \n",
- " 101726 | \n",
- " 80242.0 | \n",
- " 123210.0 | \n",
- " 185 | \n",
- " 146.0 | \n",
- " 224.0 | \n",
+ " 1544 | \n",
+ " 199104 | \n",
+ " 7 | \n",
+ " 7913 | \n",
+ " 4563 | \n",
+ " 11263 | \n",
+ " 14 | \n",
+ " 8 | \n",
+ " 20 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1839 | \n",
- " 198450 | \n",
- " 3 | \n",
- " 123680 | \n",
- " 101401.0 | \n",
- " 145959.0 | \n",
- " 225 | \n",
- " 184.0 | \n",
- " 266.0 | \n",
+ " 1545 | \n",
+ " 199103 | \n",
+ " 7 | \n",
+ " 15387 | \n",
+ " 10484 | \n",
+ " 20290 | \n",
+ " 27 | \n",
+ " 18 | \n",
+ " 36 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1840 | \n",
- " 198449 | \n",
- " 3 | \n",
- " 101073 | \n",
- " 81684.0 | \n",
- " 120462.0 | \n",
- " 184 | \n",
- " 149.0 | \n",
- " 219.0 | \n",
+ " 1546 | \n",
+ " 199102 | \n",
+ " 7 | \n",
+ " 16277 | \n",
+ " 11046 | \n",
+ " 21508 | \n",
+ " 29 | \n",
+ " 20 | \n",
+ " 38 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1841 | \n",
- " 198448 | \n",
- " 3 | \n",
- " 78620 | \n",
- " 60634.0 | \n",
- " 96606.0 | \n",
- " 143 | \n",
- " 110.0 | \n",
- " 176.0 | \n",
+ " 1547 | \n",
+ " 199101 | \n",
+ " 7 | \n",
+ " 15565 | \n",
+ " 10271 | \n",
+ " 20859 | \n",
+ " 27 | \n",
+ " 18 | \n",
+ " 36 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1842 | \n",
- " 198447 | \n",
- " 3 | \n",
- " 72029 | \n",
- " 54274.0 | \n",
- " 89784.0 | \n",
- " 131 | \n",
- " 99.0 | \n",
- " 163.0 | \n",
+ " 1548 | \n",
+ " 199052 | \n",
+ " 7 | \n",
+ " 19375 | \n",
+ " 13295 | \n",
+ " 25455 | \n",
+ " 34 | \n",
+ " 23 | \n",
+ " 45 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1843 | \n",
- " 198446 | \n",
- " 3 | \n",
- " 87330 | \n",
- " 67686.0 | \n",
- " 106974.0 | \n",
- " 159 | \n",
- " 123.0 | \n",
- " 195.0 | \n",
+ " 1549 | \n",
+ " 199051 | \n",
+ " 7 | \n",
+ " 19080 | \n",
+ " 13807 | \n",
+ " 24353 | \n",
+ " 34 | \n",
+ " 25 | \n",
+ " 43 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1844 | \n",
- " 198445 | \n",
- " 3 | \n",
- " 135223 | \n",
- " 101414.0 | \n",
- " 169032.0 | \n",
- " 246 | \n",
- " 184.0 | \n",
- " 308.0 | \n",
+ " 1550 | \n",
+ " 199050 | \n",
+ " 7 | \n",
+ " 11079 | \n",
+ " 6660 | \n",
+ " 15498 | \n",
+ " 20 | \n",
+ " 12 | \n",
+ " 28 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
- " | 1845 | \n",
- " 198444 | \n",
- " 3 | \n",
- " 68422 | \n",
- " 20056.0 | \n",
- " 116788.0 | \n",
- " 125 | \n",
- " 37.0 | \n",
- " 213.0 | \n",
+ " 1551 | \n",
+ " 199049 | \n",
+ " 7 | \n",
+ " 1143 | \n",
+ " 0 | \n",
+ " 2610 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 5 | \n",
" FR | \n",
" France | \n",
"
\n",
" \n",
"\n",
- "1845 rows × 10 columns
\n",
+ "1552 rows × 10 columns
\n",
""
],
"text/plain": [
- " week indicator inc inc_low inc_up inc100 inc100_low \\\n",
- "0 202011 3 101704 93652.0 109756.0 154 142.0 \n",
- "1 202010 3 104977 96650.0 113304.0 159 146.0 \n",
- "2 202009 3 110696 102066.0 119326.0 168 155.0 \n",
- "3 202008 3 143753 133984.0 153522.0 218 203.0 \n",
- "4 202007 3 183610 172812.0 194408.0 279 263.0 \n",
- "5 202006 3 206669 195481.0 217857.0 314 297.0 \n",
- "6 202005 3 187957 177445.0 198469.0 285 269.0 \n",
- "7 202004 3 122331 113492.0 131170.0 186 173.0 \n",
- "8 202003 3 78413 71330.0 85496.0 119 108.0 \n",
- "9 202002 3 53614 47654.0 59574.0 81 72.0 \n",
- "10 202001 3 36850 31608.0 42092.0 56 48.0 \n",
- "11 201952 3 28135 23220.0 33050.0 43 36.0 \n",
- "12 201951 3 29786 25042.0 34530.0 45 38.0 \n",
- "13 201950 3 34223 29156.0 39290.0 52 44.0 \n",
- "14 201949 3 25662 21414.0 29910.0 39 33.0 \n",
- "15 201948 3 22367 18055.0 26679.0 34 27.0 \n",
- "16 201947 3 18669 14759.0 22579.0 28 22.0 \n",
- "17 201946 3 16030 12567.0 19493.0 24 19.0 \n",
- "18 201945 3 10138 7160.0 13116.0 15 10.0 \n",
- "19 201944 3 7822 5010.0 10634.0 12 8.0 \n",
- "20 201943 3 9487 6448.0 12526.0 14 9.0 \n",
- "21 201942 3 7747 5243.0 10251.0 12 8.0 \n",
- "22 201941 3 7122 4720.0 9524.0 11 7.0 \n",
- "23 201940 3 8505 5784.0 11226.0 13 9.0 \n",
- "24 201939 3 7091 4462.0 9720.0 11 7.0 \n",
- "25 201938 3 4897 2891.0 6903.0 7 4.0 \n",
- "26 201937 3 3172 1367.0 4977.0 5 2.0 \n",
- "27 201936 3 2295 728.0 3862.0 3 1.0 \n",
- "28 201935 3 1010 2.0 2018.0 2 0.0 \n",
- "29 201934 3 1672 279.0 3065.0 3 1.0 \n",
- "... ... ... ... ... ... ... ... \n",
- "1816 198521 3 26096 19621.0 32571.0 47 35.0 \n",
- "1817 198520 3 27896 20885.0 34907.0 51 38.0 \n",
- "1818 198519 3 43154 32821.0 53487.0 78 59.0 \n",
- "1819 198518 3 40555 29935.0 51175.0 74 55.0 \n",
- "1820 198517 3 34053 24366.0 43740.0 62 44.0 \n",
- "1821 198516 3 50362 36451.0 64273.0 91 66.0 \n",
- "1822 198515 3 63881 45538.0 82224.0 116 83.0 \n",
- "1823 198514 3 134545 114400.0 154690.0 244 207.0 \n",
- "1824 198513 3 197206 176080.0 218332.0 357 319.0 \n",
- "1825 198512 3 245240 223304.0 267176.0 445 405.0 \n",
- "1826 198511 3 276205 252399.0 300011.0 501 458.0 \n",
- "1827 198510 3 353231 326279.0 380183.0 640 591.0 \n",
- "1828 198509 3 369895 341109.0 398681.0 670 618.0 \n",
- "1829 198508 3 389886 359529.0 420243.0 707 652.0 \n",
- "1830 198507 3 471852 432599.0 511105.0 855 784.0 \n",
- "1831 198506 3 565825 518011.0 613639.0 1026 939.0 \n",
- "1832 198505 3 637302 592795.0 681809.0 1155 1074.0 \n",
- "1833 198504 3 424937 390794.0 459080.0 770 708.0 \n",
- "1834 198503 3 213901 174689.0 253113.0 388 317.0 \n",
- "1835 198502 3 97586 80949.0 114223.0 177 147.0 \n",
- "1836 198501 3 85489 65918.0 105060.0 155 120.0 \n",
- "1837 198452 3 84830 60602.0 109058.0 154 110.0 \n",
- "1838 198451 3 101726 80242.0 123210.0 185 146.0 \n",
- "1839 198450 3 123680 101401.0 145959.0 225 184.0 \n",
- "1840 198449 3 101073 81684.0 120462.0 184 149.0 \n",
- "1841 198448 3 78620 60634.0 96606.0 143 110.0 \n",
- "1842 198447 3 72029 54274.0 89784.0 131 99.0 \n",
- "1843 198446 3 87330 67686.0 106974.0 159 123.0 \n",
- "1844 198445 3 135223 101414.0 169032.0 246 184.0 \n",
- "1845 198444 3 68422 20056.0 116788.0 125 37.0 \n",
+ " week indicator inc inc_low inc_up inc100 inc100_low \\\n",
+ "0 202035 7 837 0 1712 1 0 \n",
+ "1 202034 7 2275 373 4177 3 0 \n",
+ "2 202033 7 1284 177 2391 2 0 \n",
+ "3 202032 7 2650 689 4611 4 1 \n",
+ "4 202031 7 1303 100 2506 2 0 \n",
+ "5 202030 7 1385 75 2695 2 0 \n",
+ "6 202029 7 841 10 1672 1 0 \n",
+ "7 202028 7 728 0 1515 1 0 \n",
+ "8 202027 7 986 149 1823 1 0 \n",
+ "9 202026 7 694 0 1454 1 0 \n",
+ "10 202025 7 228 0 597 0 0 \n",
+ "11 202024 7 388 0 959 1 0 \n",
+ "12 202023 7 558 1 1115 1 0 \n",
+ "13 202022 7 277 0 633 0 0 \n",
+ "14 202021 7 602 36 1168 1 0 \n",
+ "15 202020 7 824 20 1628 1 0 \n",
+ "16 202019 7 310 0 753 0 0 \n",
+ "17 202018 7 849 98 1600 1 0 \n",
+ "18 202017 7 272 0 658 0 0 \n",
+ "19 202016 7 758 78 1438 1 0 \n",
+ "20 202015 7 1918 675 3161 3 1 \n",
+ "21 202014 7 3879 2227 5531 6 3 \n",
+ "22 202013 7 7326 5236 9416 11 8 \n",
+ "23 202012 7 8123 5790 10456 12 8 \n",
+ "24 202011 7 10198 7568 12828 15 11 \n",
+ "25 202010 7 9011 6691 11331 14 10 \n",
+ "26 202009 7 13631 10544 16718 21 16 \n",
+ "27 202008 7 10424 7708 13140 16 12 \n",
+ "28 202007 7 8959 6574 11344 14 10 \n",
+ "29 202006 7 9264 6925 11603 14 10 \n",
+ "... ... ... ... ... ... ... ... \n",
+ "1522 199126 7 17608 11304 23912 31 20 \n",
+ "1523 199125 7 16169 10700 21638 28 18 \n",
+ "1524 199124 7 16171 10071 22271 28 17 \n",
+ "1525 199123 7 11947 7671 16223 21 13 \n",
+ "1526 199122 7 15452 9953 20951 27 17 \n",
+ "1527 199121 7 14903 8975 20831 26 16 \n",
+ "1528 199120 7 19053 12742 25364 34 23 \n",
+ "1529 199119 7 16739 11246 22232 29 19 \n",
+ "1530 199118 7 21385 13882 28888 38 25 \n",
+ "1531 199117 7 13462 8877 18047 24 16 \n",
+ "1532 199116 7 14857 10068 19646 26 18 \n",
+ "1533 199115 7 13975 9781 18169 25 18 \n",
+ "1534 199114 7 12265 7684 16846 22 14 \n",
+ "1535 199113 7 9567 6041 13093 17 11 \n",
+ "1536 199112 7 10864 7331 14397 19 13 \n",
+ "1537 199111 7 15574 11184 19964 27 19 \n",
+ "1538 199110 7 16643 11372 21914 29 20 \n",
+ "1539 199109 7 13741 8780 18702 24 15 \n",
+ "1540 199108 7 13289 8813 17765 23 15 \n",
+ "1541 199107 7 12337 8077 16597 22 15 \n",
+ "1542 199106 7 10877 7013 14741 19 12 \n",
+ "1543 199105 7 10442 6544 14340 18 11 \n",
+ "1544 199104 7 7913 4563 11263 14 8 \n",
+ "1545 199103 7 15387 10484 20290 27 18 \n",
+ "1546 199102 7 16277 11046 21508 29 20 \n",
+ "1547 199101 7 15565 10271 20859 27 18 \n",
+ "1548 199052 7 19375 13295 25455 34 23 \n",
+ "1549 199051 7 19080 13807 24353 34 25 \n",
+ "1550 199050 7 11079 6660 15498 20 12 \n",
+ "1551 199049 7 1143 0 2610 2 0 \n",
"\n",
" inc100_up geo_insee geo_name \n",
- "0 166.0 FR France \n",
- "1 172.0 FR France \n",
- "2 181.0 FR France \n",
- "3 233.0 FR France \n",
- "4 295.0 FR France \n",
- "5 331.0 FR France \n",
- "6 301.0 FR France \n",
- "7 199.0 FR France \n",
- "8 130.0 FR France \n",
- "9 90.0 FR France \n",
- "10 64.0 FR France \n",
- "11 50.0 FR France \n",
- "12 52.0 FR France \n",
- "13 60.0 FR France \n",
- "14 45.0 FR France \n",
- "15 41.0 FR France \n",
- "16 34.0 FR France \n",
- "17 29.0 FR France \n",
- "18 20.0 FR France \n",
- "19 16.0 FR France \n",
- "20 19.0 FR France \n",
- "21 16.0 FR France \n",
- "22 15.0 FR France \n",
- "23 17.0 FR France \n",
- "24 15.0 FR France \n",
- "25 10.0 FR France \n",
- "26 8.0 FR France \n",
- "27 5.0 FR France \n",
- "28 4.0 FR France \n",
- "29 5.0 FR France \n",
+ "0 2 FR France \n",
+ "1 6 FR France \n",
+ "2 4 FR France \n",
+ "3 7 FR France \n",
+ "4 4 FR France \n",
+ "5 4 FR France \n",
+ "6 2 FR France \n",
+ "7 2 FR France \n",
+ "8 2 FR France \n",
+ "9 2 FR France \n",
+ "10 1 FR France \n",
+ "11 2 FR France \n",
+ "12 2 FR France \n",
+ "13 1 FR France \n",
+ "14 2 FR France \n",
+ "15 2 FR France \n",
+ "16 1 FR France \n",
+ "17 2 FR France \n",
+ "18 1 FR France \n",
+ "19 2 FR France \n",
+ "20 5 FR France \n",
+ "21 9 FR France \n",
+ "22 14 FR France \n",
+ "23 16 FR France \n",
+ "24 19 FR France \n",
+ "25 18 FR France \n",
+ "26 26 FR France \n",
+ "27 20 FR France \n",
+ "28 18 FR France \n",
+ "29 18 FR France \n",
"... ... ... ... \n",
- "1816 59.0 FR France \n",
- "1817 64.0 FR France \n",
- "1818 97.0 FR France \n",
- "1819 93.0 FR France \n",
- "1820 80.0 FR France \n",
- "1821 116.0 FR France \n",
- "1822 149.0 FR France \n",
- "1823 281.0 FR France \n",
- "1824 395.0 FR France \n",
- "1825 485.0 FR France \n",
- "1826 544.0 FR France \n",
- "1827 689.0 FR France \n",
- "1828 722.0 FR France \n",
- "1829 762.0 FR France \n",
- "1830 926.0 FR France \n",
- "1831 1113.0 FR France \n",
- "1832 1236.0 FR France \n",
- "1833 832.0 FR France \n",
- "1834 459.0 FR France \n",
- "1835 207.0 FR France \n",
- "1836 190.0 FR France \n",
- "1837 198.0 FR France \n",
- "1838 224.0 FR France \n",
- "1839 266.0 FR France \n",
- "1840 219.0 FR France \n",
- "1841 176.0 FR France \n",
- "1842 163.0 FR France \n",
- "1843 195.0 FR France \n",
- "1844 308.0 FR France \n",
- "1845 213.0 FR France \n",
+ "1522 42 FR France \n",
+ "1523 38 FR France \n",
+ "1524 39 FR France \n",
+ "1525 29 FR France \n",
+ "1526 37 FR France \n",
+ "1527 36 FR France \n",
+ "1528 45 FR France \n",
+ "1529 39 FR France \n",
+ "1530 51 FR France \n",
+ "1531 32 FR France \n",
+ "1532 34 FR France \n",
+ "1533 32 FR France \n",
+ "1534 30 FR France \n",
+ "1535 23 FR France \n",
+ "1536 25 FR France \n",
+ "1537 35 FR France \n",
+ "1538 38 FR France \n",
+ "1539 33 FR France \n",
+ "1540 31 FR France \n",
+ "1541 29 FR France \n",
+ "1542 26 FR France \n",
+ "1543 25 FR France \n",
+ "1544 20 FR France \n",
+ "1545 36 FR France \n",
+ "1546 38 FR France \n",
+ "1547 36 FR France \n",
+ "1548 45 FR France \n",
+ "1549 43 FR France \n",
+ "1550 28 FR France \n",
+ "1551 5 FR France \n",
"\n",
- "[1845 rows x 10 columns]"
+ "[1552 rows x 10 columns]"
]
},
- "execution_count": 6,
+ "execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
@@ -2050,7 +2035,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 43,
"metadata": {},
"outputs": [],
"source": [
@@ -2060,62 +2045,1093 @@
" 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"
]
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 40,
"metadata": {},
"outputs": [],
"source": [
- "sorted_data = data.set_index('period').sort_index()"
+ "data['period'] = [convert_week(yw) for yw in data['week']]\n"
]
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 41,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "1989-05-01/1989-05-07 1989-05-15/1989-05-21\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
- "periods = sorted_data.index\n",
- "for p1, p2 in zip(periods[:-1], periods[1:]):\n",
- " delta = p2.to_timestamp() - p1.end_time\n",
- " if delta > pd.Timedelta('1s'):\n",
- " print(p1, p2)"
+ "sorted_data = data.set_index('period').sort_index()"
]
},
{
"cell_type": "code",
- "execution_count": 16,
- "metadata": {},
+ "execution_count": 42,
+ "metadata": {
+ "scrolled": true
+ },
"outputs": [
{
"data": {
- "text/plain": [
- ""
- ]
- },
- "execution_count": 16,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-05-06/1991-05-12 | \n",
+ " 199119 | \n",
+ " 7 | \n",
+ " 16739 | \n",
+ " 11246 | \n",
+ " 22232 | \n",
+ " 29 | \n",
+ " 19 | \n",
+ " 39 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-05-13/1991-05-19 | \n",
+ " 199120 | \n",
+ " 7 | \n",
+ " 19053 | \n",
+ " 12742 | \n",
+ " 25364 | \n",
+ " 34 | \n",
+ " 23 | \n",
+ " 45 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-05-20/1991-05-26 | \n",
+ " 199121 | \n",
+ " 7 | \n",
+ " 14903 | \n",
+ " 8975 | \n",
+ " 20831 | \n",
+ " 26 | \n",
+ " 16 | \n",
+ " 36 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-05-27/1991-06-02 | \n",
+ " 199122 | \n",
+ " 7 | \n",
+ " 15452 | \n",
+ " 9953 | \n",
+ " 20951 | \n",
+ " 27 | \n",
+ " 17 | \n",
+ " 37 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-06-03/1991-06-09 | \n",
+ " 199123 | \n",
+ " 7 | \n",
+ " 11947 | \n",
+ " 7671 | \n",
+ " 16223 | \n",
+ " 21 | \n",
+ " 13 | \n",
+ " 29 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-06-10/1991-06-16 | \n",
+ " 199124 | \n",
+ " 7 | \n",
+ " 16171 | \n",
+ " 10071 | \n",
+ " 22271 | \n",
+ " 28 | \n",
+ " 17 | \n",
+ " 39 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-06-17/1991-06-23 | \n",
+ " 199125 | \n",
+ " 7 | \n",
+ " 16169 | \n",
+ " 10700 | \n",
+ " 21638 | \n",
+ " 28 | \n",
+ " 18 | \n",
+ " 38 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-06-24/1991-06-30 | \n",
+ " 199126 | \n",
+ " 7 | \n",
+ " 17608 | \n",
+ " 11304 | \n",
+ " 23912 | \n",
+ " 31 | \n",
+ " 20 | \n",
+ " 42 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 2020-02-03/2020-02-09 | \n",
+ " 202006 | \n",
+ " 7 | \n",
+ " 9264 | \n",
+ " 6925 | \n",
+ " 11603 | \n",
+ " 14 | \n",
+ " 10 | \n",
+ " 18 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-02-10/2020-02-16 | \n",
+ " 202007 | \n",
+ " 7 | \n",
+ " 8959 | \n",
+ " 6574 | \n",
+ " 11344 | \n",
+ " 14 | \n",
+ " 10 | \n",
+ " 18 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-02-17/2020-02-23 | \n",
+ " 202008 | \n",
+ " 7 | \n",
+ " 10424 | \n",
+ " 7708 | \n",
+ " 13140 | \n",
+ " 16 | \n",
+ " 12 | \n",
+ " 20 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-02-24/2020-03-01 | \n",
+ " 202009 | \n",
+ " 7 | \n",
+ " 13631 | \n",
+ " 10544 | \n",
+ " 16718 | \n",
+ " 21 | \n",
+ " 16 | \n",
+ " 26 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-03-02/2020-03-08 | \n",
+ " 202010 | \n",
+ " 7 | \n",
+ " 9011 | \n",
+ " 6691 | \n",
+ " 11331 | \n",
+ " 14 | \n",
+ " 10 | \n",
+ " 18 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-03-09/2020-03-15 | \n",
+ " 202011 | \n",
+ " 7 | \n",
+ " 10198 | \n",
+ " 7568 | \n",
+ " 12828 | \n",
+ " 15 | \n",
+ " 11 | \n",
+ " 19 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-03-16/2020-03-22 | \n",
+ " 202012 | \n",
+ " 7 | \n",
+ " 8123 | \n",
+ " 5790 | \n",
+ " 10456 | \n",
+ " 12 | \n",
+ " 8 | \n",
+ " 16 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-03-23/2020-03-29 | \n",
+ " 202013 | \n",
+ " 7 | \n",
+ " 7326 | \n",
+ " 5236 | \n",
+ " 9416 | \n",
+ " 11 | \n",
+ " 8 | \n",
+ " 14 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-03-30/2020-04-05 | \n",
+ " 202014 | \n",
+ " 7 | \n",
+ " 3879 | \n",
+ " 2227 | \n",
+ " 5531 | \n",
+ " 6 | \n",
+ " 3 | \n",
+ " 9 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-04-06/2020-04-12 | \n",
+ " 202015 | \n",
+ " 7 | \n",
+ " 1918 | \n",
+ " 675 | \n",
+ " 3161 | \n",
+ " 3 | \n",
+ " 1 | \n",
+ " 5 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-04-13/2020-04-19 | \n",
+ " 202016 | \n",
+ " 7 | \n",
+ " 758 | \n",
+ " 78 | \n",
+ " 1438 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-04-20/2020-04-26 | \n",
+ " 202017 | \n",
+ " 7 | \n",
+ " 272 | \n",
+ " 0 | \n",
+ " 658 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 1 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-04-27/2020-05-03 | \n",
+ " 202018 | \n",
+ " 7 | \n",
+ " 849 | \n",
+ " 98 | \n",
+ " 1600 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-05-04/2020-05-10 | \n",
+ " 202019 | \n",
+ " 7 | \n",
+ " 310 | \n",
+ " 0 | \n",
+ " 753 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 1 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-05-11/2020-05-17 | \n",
+ " 202020 | \n",
+ " 7 | \n",
+ " 824 | \n",
+ " 20 | \n",
+ " 1628 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-05-18/2020-05-24 | \n",
+ " 202021 | \n",
+ " 7 | \n",
+ " 602 | \n",
+ " 36 | \n",
+ " 1168 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-05-25/2020-05-31 | \n",
+ " 202022 | \n",
+ " 7 | \n",
+ " 277 | \n",
+ " 0 | \n",
+ " 633 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 1 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-06-01/2020-06-07 | \n",
+ " 202023 | \n",
+ " 7 | \n",
+ " 558 | \n",
+ " 1 | \n",
+ " 1115 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-06-08/2020-06-14 | \n",
+ " 202024 | \n",
+ " 7 | \n",
+ " 388 | \n",
+ " 0 | \n",
+ " 959 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-06-15/2020-06-21 | \n",
+ " 202025 | \n",
+ " 7 | \n",
+ " 228 | \n",
+ " 0 | \n",
+ " 597 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 1 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-06-22/2020-06-28 | \n",
+ " 202026 | \n",
+ " 7 | \n",
+ " 694 | \n",
+ " 0 | \n",
+ " 1454 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-06-29/2020-07-05 | \n",
+ " 202027 | \n",
+ " 7 | \n",
+ " 986 | \n",
+ " 149 | \n",
+ " 1823 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-07-06/2020-07-12 | \n",
+ " 202028 | \n",
+ " 7 | \n",
+ " 728 | \n",
+ " 0 | \n",
+ " 1515 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-07-13/2020-07-19 | \n",
+ " 202029 | \n",
+ " 7 | \n",
+ " 841 | \n",
+ " 10 | \n",
+ " 1672 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-07-20/2020-07-26 | \n",
+ " 202030 | \n",
+ " 7 | \n",
+ " 1385 | \n",
+ " 75 | \n",
+ " 2695 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 4 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-07-27/2020-08-02 | \n",
+ " 202031 | \n",
+ " 7 | \n",
+ " 1303 | \n",
+ " 100 | \n",
+ " 2506 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 4 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-03/2020-08-09 | \n",
+ " 202032 | \n",
+ " 7 | \n",
+ " 2650 | \n",
+ " 689 | \n",
+ " 4611 | \n",
+ " 4 | \n",
+ " 1 | \n",
+ " 7 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-10/2020-08-16 | \n",
+ " 202033 | \n",
+ " 7 | \n",
+ " 1284 | \n",
+ " 177 | \n",
+ " 2391 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 4 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-17/2020-08-23 | \n",
+ " 202034 | \n",
+ " 7 | \n",
+ " 2275 | \n",
+ " 373 | \n",
+ " 4177 | \n",
+ " 3 | \n",
+ " 0 | \n",
+ " 6 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-24/2020-08-30 | \n",
+ " 202035 | \n",
+ " 7 | \n",
+ " 837 | \n",
+ " 0 | \n",
+ " 1712 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1552 rows × 10 columns
\n",
+ "