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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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.................................
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1819 rows × 10 columns

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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_nameperiod
02025417374016295851639FRFrance2025-10-06/2025-10-12
1202540725209694071426FRFrance2025-09-29/2025-10-05
22025397306313674759528FRFrance2025-09-22/2025-09-28
32025387119502448204FRFrance2025-09-15/2025-09-21
420253771120112229204FRFrance2025-09-08/2025-09-14
5202536715753202830204FRFrance2025-09-01/2025-09-07
6202535713271622492204FRFrance2025-08-25/2025-08-31
720253471438482828204FRFrance2025-08-18/2025-08-24
8202533735796926466519FRFrance2025-08-11/2025-08-17
92025327238404809408FRFrance2025-08-04/2025-08-10
10202531757030130829020FRFrance2025-07-28/2025-08-03
112025307710235901061411616FRFrance2025-07-21/2025-07-27
12202529763853384938610614FRFrance2025-07-14/2025-07-20
1320252875584312380458412FRFrance2025-07-07/2025-07-13
1420252775667285084848412FRFrance2025-06-30/2025-07-06
1520252675872328584599513FRFrance2025-06-23/2025-06-29
1620252575953369882089612FRFrance2025-06-16/2025-06-22
1720252474580255866027410FRFrance2025-06-09/2025-06-15
1820252374911266371597410FRFrance2025-06-02/2025-06-08
19202522768373940973410614FRFrance2025-05-26/2025-06-01
2020252174693265367337410FRFrance2025-05-19/2025-05-25
212025207308315354631537FRFrance2025-05-12/2025-05-18
2220251975084199781718313FRFrance2025-05-05/2025-05-11
2320251875003271872887410FRFrance2025-04-28/2025-05-04
2420251776246342490689513FRFrance2025-04-21/2025-04-27
2520251676151319391099513FRFrance2025-04-14/2025-04-20
2620251575557326278528511FRFrance2025-04-07/2025-04-13
2720251474984285871107410FRFrance2025-03-31/2025-04-06
2820251375964360883209513FRFrance2025-03-24/2025-03-30
292025127385519955715639FRFrance2025-03-17/2025-03-23
....................................
17891991267176081130423912312042FRFrance1991-06-24/1991-06-30
17901991257161691070021638281838FRFrance1991-06-17/1991-06-23
17911991247161711007122271281739FRFrance1991-06-10/1991-06-16
1792199123711947767116223211329FRFrance1991-06-03/1991-06-09
1793199122715452995320951271737FRFrance1991-05-27/1991-06-02
1794199121714903897520831261636FRFrance1991-05-20/1991-05-26
17951991207190531274225364342345FRFrance1991-05-13/1991-05-19
17961991197167391124622232291939FRFrance1991-05-06/1991-05-12
17971991187213851388228888382551FRFrance1991-04-29/1991-05-05
1798199117713462887718047241632FRFrance1991-04-22/1991-04-28
17991991167148571006819646261834FRFrance1991-04-15/1991-04-21
1800199115713975978118169251832FRFrance1991-04-08/1991-04-14
1801199114712265768416846221430FRFrance1991-04-01/1991-04-07
180219911379567604113093171123FRFrance1991-03-25/1991-03-31
1803199112710864733114397191325FRFrance1991-03-18/1991-03-24
18041991117155741118419964271935FRFrance1991-03-11/1991-03-17
18051991107166431137221914292038FRFrance1991-03-04/1991-03-10
1806199109713741878018702241533FRFrance1991-02-25/1991-03-03
1807199108713289881317765231531FRFrance1991-02-18/1991-02-24
1808199107712337807716597221529FRFrance1991-02-11/1991-02-17
1809199106710877701314741191226FRFrance1991-02-04/1991-02-10
1810199105710442654414340181125FRFrance1991-01-28/1991-02-03
18111991047791345631126314820FRFrance1991-01-21/1991-01-27
18121991037153871048420290271836FRFrance1991-01-14/1991-01-20
18131991027162771104621508292038FRFrance1991-01-07/1991-01-13
18141991017155651027120859271836FRFrance1990-12-31/1991-01-06
18151990527193751329525455342345FRFrance1990-12-24/1990-12-30
18161990517190801380724353342543FRFrance1990-12-17/1990-12-23
1817199050711079666015498201228FRFrance1990-12-10/1990-12-16
18181990497114302610205FRFrance1990-12-03/1990-12-09
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1819 rows × 11 columns

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\n", + "24 202517 7 6246 3424 9068 9 5 \n", + "25 202516 7 6151 3193 9109 9 5 \n", + "26 202515 7 5557 3262 7852 8 5 \n", + "27 202514 7 4984 2858 7110 7 4 \n", + "28 202513 7 5964 3608 8320 9 5 \n", + "29 202512 7 3855 1995 5715 6 3 \n", + "... ... ... ... ... ... ... ... \n", + "1789 199126 7 17608 11304 23912 31 20 \n", + "1790 199125 7 16169 10700 21638 28 18 \n", + "1791 199124 7 16171 10071 22271 28 17 \n", + "1792 199123 7 11947 7671 16223 21 13 \n", + "1793 199122 7 15452 9953 20951 27 17 \n", + "1794 199121 7 14903 8975 20831 26 16 \n", + "1795 199120 7 19053 12742 25364 34 23 \n", + "1796 199119 7 16739 11246 22232 29 19 \n", + "1797 199118 7 21385 13882 28888 38 25 \n", + "1798 199117 7 13462 8877 18047 24 16 \n", + "1799 199116 7 14857 10068 19646 26 18 \n", + "1800 199115 7 13975 9781 18169 25 18 \n", + "1801 199114 7 12265 7684 16846 22 14 \n", + "1802 199113 7 9567 6041 13093 17 11 \n", + "1803 199112 7 10864 7331 14397 19 13 \n", + "1804 199111 7 15574 11184 19964 27 19 \n", + "1805 199110 7 16643 11372 21914 29 20 \n", + "1806 199109 7 13741 8780 18702 24 15 \n", + "1807 199108 7 13289 8813 17765 23 15 \n", + "1808 199107 7 12337 8077 16597 22 15 \n", + "1809 199106 7 10877 7013 14741 19 12 \n", + "1810 199105 7 10442 6544 14340 18 11 \n", + "1811 199104 7 7913 4563 11263 14 8 \n", + "1812 199103 7 15387 10484 20290 27 18 \n", + "1813 199102 7 16277 11046 21508 29 20 \n", + "1814 199101 7 15565 10271 20859 27 18 \n", + "1815 199052 7 19375 13295 25455 34 23 \n", + "1816 199051 7 19080 13807 24353 34 25 \n", + "1817 199050 7 11079 6660 15498 20 12 \n", + "1818 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name period \n", + "0 9 FR France 2025-10-06/2025-10-12 \n", + "1 6 FR France 2025-09-29/2025-10-05 \n", + "2 8 FR France 2025-09-22/2025-09-28 \n", + "3 4 FR France 2025-09-15/2025-09-21 \n", + "4 4 FR France 2025-09-08/2025-09-14 \n", + "5 4 FR France 2025-09-01/2025-09-07 \n", + "6 4 FR France 2025-08-25/2025-08-31 \n", + "7 4 FR France 2025-08-18/2025-08-24 \n", + "8 9 FR France 2025-08-11/2025-08-17 \n", + "9 8 FR France 2025-08-04/2025-08-10 \n", + "10 20 FR France 2025-07-28/2025-08-03 \n", + "11 16 FR France 2025-07-21/2025-07-27 \n", + "12 14 FR France 2025-07-14/2025-07-20 \n", + "13 12 FR France 2025-07-07/2025-07-13 \n", + "14 12 FR France 2025-06-30/2025-07-06 \n", + "15 13 FR France 2025-06-23/2025-06-29 \n", + "16 12 FR France 2025-06-16/2025-06-22 \n", + "17 10 FR France 2025-06-09/2025-06-15 \n", + "18 10 FR France 2025-06-02/2025-06-08 \n", + "19 14 FR France 2025-05-26/2025-06-01 \n", + "20 10 FR France 2025-05-19/2025-05-25 \n", + "21 7 FR France 2025-05-12/2025-05-18 \n", + "22 13 FR France 2025-05-05/2025-05-11 \n", + "23 10 FR France 2025-04-28/2025-05-04 \n", + "24 13 FR France 2025-04-21/2025-04-27 \n", + "25 13 FR France 2025-04-14/2025-04-20 \n", + "26 11 FR France 2025-04-07/2025-04-13 \n", + "27 10 FR France 2025-03-31/2025-04-06 \n", + "28 13 FR France 2025-03-24/2025-03-30 \n", + "29 9 FR France 2025-03-17/2025-03-23 \n", + "... ... ... ... ... \n", + "1789 42 FR France 1991-06-24/1991-06-30 \n", + "1790 38 FR France 1991-06-17/1991-06-23 \n", + "1791 39 FR France 1991-06-10/1991-06-16 \n", + "1792 29 FR France 1991-06-03/1991-06-09 \n", + "1793 37 FR France 1991-05-27/1991-06-02 \n", + "1794 36 FR France 1991-05-20/1991-05-26 \n", + "1795 45 FR France 1991-05-13/1991-05-19 \n", + "1796 39 FR France 1991-05-06/1991-05-12 \n", + "1797 51 FR France 1991-04-29/1991-05-05 \n", + "1798 32 FR France 1991-04-22/1991-04-28 \n", + "1799 34 FR France 1991-04-15/1991-04-21 \n", + "1800 32 FR France 1991-04-08/1991-04-14 \n", + "1801 30 FR France 1991-04-01/1991-04-07 \n", + "1802 23 FR France 1991-03-25/1991-03-31 \n", + "1803 25 FR France 1991-03-18/1991-03-24 \n", + "1804 35 FR France 1991-03-11/1991-03-17 \n", + "1805 38 FR France 1991-03-04/1991-03-10 \n", + "1806 33 FR France 1991-02-25/1991-03-03 \n", + "1807 31 FR France 1991-02-18/1991-02-24 \n", + "1808 29 FR France 1991-02-11/1991-02-17 \n", + "1809 26 FR France 1991-02-04/1991-02-10 \n", + "1810 25 FR France 1991-01-28/1991-02-03 \n", + "1811 20 FR France 1991-01-21/1991-01-27 \n", + "1812 36 FR France 1991-01-14/1991-01-20 \n", + "1813 38 FR France 1991-01-07/1991-01-13 \n", + "1814 36 FR France 1990-12-31/1991-01-06 \n", + "1815 45 FR France 1990-12-24/1990-12-30 \n", + "1816 43 FR France 1990-12-17/1990-12-23 \n", + "1817 28 FR France 1990-12-10/1990-12-16 \n", + "1818 5 FR France 1990-12-03/1990-12-09 \n", + "\n", + "[1819 rows x 11 columns]" + ] + }, + "execution_count": 41, + "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", + "raw_data['period'] = [convert_week(yw) for yw in raw_data['week']]\n", + "raw_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=== Années avec les épidémies les plus FORTES ===\n", + "annee_epidemique\n", + "2008 844054\n", + "1991 834935\n", + "2009 834077\n", + "2003 782509\n", + "2015 779816\n", + "Name: inc, dtype: int64\n", + "\n", + "=== Années avec les épidémies les plus FAIBLES ===\n", + "annee_epidemique\n", + "2020 377933\n", + "2022 365607\n", + "2019 221183\n", + "2024 215782\n", + "2025 13213\n", + "Name: inc, dtype: int64\n" + ] + }, + { + "data": { + "text/html": [ + "
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292025127385519955715639FRFrance2025-03-17/2025-03-232025-03-172024
..........................................
17891991267176081130423912312042FRFrance1991-06-24/1991-06-301991-06-241990
17901991257161691070021638281838FRFrance1991-06-17/1991-06-231991-06-171990
17911991247161711007122271281739FRFrance1991-06-10/1991-06-161991-06-101990
1792199123711947767116223211329FRFrance1991-06-03/1991-06-091991-06-031990
1793199122715452995320951271737FRFrance1991-05-27/1991-06-021991-05-271990
1794199121714903897520831261636FRFrance1991-05-20/1991-05-261991-05-201990
17951991207190531274225364342345FRFrance1991-05-13/1991-05-191991-05-131990
17961991197167391124622232291939FRFrance1991-05-06/1991-05-121991-05-061990
17971991187213851388228888382551FRFrance1991-04-29/1991-05-051991-04-291990
1798199117713462887718047241632FRFrance1991-04-22/1991-04-281991-04-221990
17991991167148571006819646261834FRFrance1991-04-15/1991-04-211991-04-151990
1800199115713975978118169251832FRFrance1991-04-08/1991-04-141991-04-081990
1801199114712265768416846221430FRFrance1991-04-01/1991-04-071991-04-011990
180219911379567604113093171123FRFrance1991-03-25/1991-03-311991-03-251990
1803199112710864733114397191325FRFrance1991-03-18/1991-03-241991-03-181990
18041991117155741118419964271935FRFrance1991-03-11/1991-03-171991-03-111990
18051991107166431137221914292038FRFrance1991-03-04/1991-03-101991-03-041990
1806199109713741878018702241533FRFrance1991-02-25/1991-03-031991-02-251990
1807199108713289881317765231531FRFrance1991-02-18/1991-02-241991-02-181990
1808199107712337807716597221529FRFrance1991-02-11/1991-02-171991-02-111990
1809199106710877701314741191226FRFrance1991-02-04/1991-02-101991-02-041990
1810199105710442654414340181125FRFrance1991-01-28/1991-02-031991-01-281990
18111991047791345631126314820FRFrance1991-01-21/1991-01-271991-01-211990
18121991037153871048420290271836FRFrance1991-01-14/1991-01-201991-01-141990
18131991027162771104621508292038FRFrance1991-01-07/1991-01-131991-01-071990
18141991017155651027120859271836FRFrance1990-12-31/1991-01-061990-12-311990
18151990527193751329525455342345FRFrance1990-12-24/1990-12-301990-12-241990
18161990517190801380724353342543FRFrance1990-12-17/1990-12-231990-12-171990
1817199050711079666015498201228FRFrance1990-12-10/1990-12-161990-12-101990
18181990497114302610205FRFrance1990-12-03/1990-12-091990-12-031990
\n", + "

1819 rows × 13 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202541 7 3740 1629 5851 6 3 \n", + "1 202540 7 2520 969 4071 4 2 \n", + "2 202539 7 3063 1367 4759 5 2 \n", + "3 202538 7 1195 0 2448 2 0 \n", + "4 202537 7 1120 11 2229 2 0 \n", + "5 202536 7 1575 320 2830 2 0 \n", + "6 202535 7 1327 162 2492 2 0 \n", + "7 202534 7 1438 48 2828 2 0 \n", + "8 202533 7 3579 692 6466 5 1 \n", + "9 202532 7 2384 0 4809 4 0 \n", + "10 202531 7 5703 0 13082 9 0 \n", + "11 202530 7 7102 3590 10614 11 6 \n", + "12 202529 7 6385 3384 9386 10 6 \n", + "13 202528 7 5584 3123 8045 8 4 \n", + "14 202527 7 5667 2850 8484 8 4 \n", + "15 202526 7 5872 3285 8459 9 5 \n", + "16 202525 7 5953 3698 8208 9 6 \n", + "17 202524 7 4580 2558 6602 7 4 \n", + "18 202523 7 4911 2663 7159 7 4 \n", + "19 202522 7 6837 3940 9734 10 6 \n", + "20 202521 7 4693 2653 6733 7 4 \n", + "21 202520 7 3083 1535 4631 5 3 \n", + "22 202519 7 5084 1997 8171 8 3 \n", + "23 202518 7 5003 2718 7288 7 4 \n", + "24 202517 7 6246 3424 9068 9 5 \n", + "25 202516 7 6151 3193 9109 9 5 \n", + "26 202515 7 5557 3262 7852 8 5 \n", + "27 202514 7 4984 2858 7110 7 4 \n", + "28 202513 7 5964 3608 8320 9 5 \n", + "29 202512 7 3855 1995 5715 6 3 \n", + "... ... ... ... ... ... ... ... \n", + "1789 199126 7 17608 11304 23912 31 20 \n", + "1790 199125 7 16169 10700 21638 28 18 \n", + "1791 199124 7 16171 10071 22271 28 17 \n", + "1792 199123 7 11947 7671 16223 21 13 \n", + "1793 199122 7 15452 9953 20951 27 17 \n", + "1794 199121 7 14903 8975 20831 26 16 \n", + "1795 199120 7 19053 12742 25364 34 23 \n", + "1796 199119 7 16739 11246 22232 29 19 \n", + "1797 199118 7 21385 13882 28888 38 25 \n", + "1798 199117 7 13462 8877 18047 24 16 \n", + "1799 199116 7 14857 10068 19646 26 18 \n", + "1800 199115 7 13975 9781 18169 25 18 \n", + "1801 199114 7 12265 7684 16846 22 14 \n", + "1802 199113 7 9567 6041 13093 17 11 \n", + "1803 199112 7 10864 7331 14397 19 13 \n", + "1804 199111 7 15574 11184 19964 27 19 \n", + "1805 199110 7 16643 11372 21914 29 20 \n", + "1806 199109 7 13741 8780 18702 24 15 \n", + "1807 199108 7 13289 8813 17765 23 15 \n", + "1808 199107 7 12337 8077 16597 22 15 \n", + "1809 199106 7 10877 7013 14741 19 12 \n", + "1810 199105 7 10442 6544 14340 18 11 \n", + "1811 199104 7 7913 4563 11263 14 8 \n", + "1812 199103 7 15387 10484 20290 27 18 \n", + "1813 199102 7 16277 11046 21508 29 20 \n", + "1814 199101 7 15565 10271 20859 27 18 \n", + "1815 199052 7 19375 13295 25455 34 23 \n", + "1816 199051 7 19080 13807 24353 34 25 \n", + "1817 199050 7 11079 6660 15498 20 12 \n", + "1818 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name period date \\\n", + "0 9 FR France 2025-10-06/2025-10-12 2025-10-06 \n", + "1 6 FR France 2025-09-29/2025-10-05 2025-09-29 \n", + "2 8 FR France 2025-09-22/2025-09-28 2025-09-22 \n", + "3 4 FR France 2025-09-15/2025-09-21 2025-09-15 \n", + "4 4 FR France 2025-09-08/2025-09-14 2025-09-08 \n", + "5 4 FR France 2025-09-01/2025-09-07 2025-09-01 \n", + "6 4 FR France 2025-08-25/2025-08-31 2025-08-25 \n", + "7 4 FR France 2025-08-18/2025-08-24 2025-08-18 \n", + "8 9 FR France 2025-08-11/2025-08-17 2025-08-11 \n", + "9 8 FR France 2025-08-04/2025-08-10 2025-08-04 \n", + "10 20 FR France 2025-07-28/2025-08-03 2025-07-28 \n", + "11 16 FR France 2025-07-21/2025-07-27 2025-07-21 \n", + "12 14 FR France 2025-07-14/2025-07-20 2025-07-14 \n", + "13 12 FR France 2025-07-07/2025-07-13 2025-07-07 \n", + "14 12 FR France 2025-06-30/2025-07-06 2025-06-30 \n", + "15 13 FR France 2025-06-23/2025-06-29 2025-06-23 \n", + "16 12 FR France 2025-06-16/2025-06-22 2025-06-16 \n", + "17 10 FR France 2025-06-09/2025-06-15 2025-06-09 \n", + "18 10 FR France 2025-06-02/2025-06-08 2025-06-02 \n", + "19 14 FR France 2025-05-26/2025-06-01 2025-05-26 \n", + "20 10 FR France 2025-05-19/2025-05-25 2025-05-19 \n", + "21 7 FR France 2025-05-12/2025-05-18 2025-05-12 \n", + "22 13 FR France 2025-05-05/2025-05-11 2025-05-05 \n", + "23 10 FR France 2025-04-28/2025-05-04 2025-04-28 \n", + "24 13 FR France 2025-04-21/2025-04-27 2025-04-21 \n", + "25 13 FR France 2025-04-14/2025-04-20 2025-04-14 \n", + "26 11 FR France 2025-04-07/2025-04-13 2025-04-07 \n", + "27 10 FR France 2025-03-31/2025-04-06 2025-03-31 \n", + "28 13 FR France 2025-03-24/2025-03-30 2025-03-24 \n", + "29 9 FR France 2025-03-17/2025-03-23 2025-03-17 \n", + "... ... ... ... ... ... \n", + "1789 42 FR France 1991-06-24/1991-06-30 1991-06-24 \n", + "1790 38 FR France 1991-06-17/1991-06-23 1991-06-17 \n", + "1791 39 FR France 1991-06-10/1991-06-16 1991-06-10 \n", + "1792 29 FR France 1991-06-03/1991-06-09 1991-06-03 \n", + "1793 37 FR France 1991-05-27/1991-06-02 1991-05-27 \n", + "1794 36 FR France 1991-05-20/1991-05-26 1991-05-20 \n", + "1795 45 FR France 1991-05-13/1991-05-19 1991-05-13 \n", + "1796 39 FR France 1991-05-06/1991-05-12 1991-05-06 \n", + "1797 51 FR France 1991-04-29/1991-05-05 1991-04-29 \n", + "1798 32 FR France 1991-04-22/1991-04-28 1991-04-22 \n", + "1799 34 FR France 1991-04-15/1991-04-21 1991-04-15 \n", + "1800 32 FR France 1991-04-08/1991-04-14 1991-04-08 \n", + "1801 30 FR France 1991-04-01/1991-04-07 1991-04-01 \n", + "1802 23 FR France 1991-03-25/1991-03-31 1991-03-25 \n", + "1803 25 FR France 1991-03-18/1991-03-24 1991-03-18 \n", + "1804 35 FR France 1991-03-11/1991-03-17 1991-03-11 \n", + "1805 38 FR France 1991-03-04/1991-03-10 1991-03-04 \n", + "1806 33 FR France 1991-02-25/1991-03-03 1991-02-25 \n", + "1807 31 FR France 1991-02-18/1991-02-24 1991-02-18 \n", + "1808 29 FR France 1991-02-11/1991-02-17 1991-02-11 \n", + "1809 26 FR France 1991-02-04/1991-02-10 1991-02-04 \n", + "1810 25 FR France 1991-01-28/1991-02-03 1991-01-28 \n", + "1811 20 FR France 1991-01-21/1991-01-27 1991-01-21 \n", + "1812 36 FR France 1991-01-14/1991-01-20 1991-01-14 \n", + "1813 38 FR France 1991-01-07/1991-01-13 1991-01-07 \n", + "1814 36 FR France 1990-12-31/1991-01-06 1990-12-31 \n", + "1815 45 FR France 1990-12-24/1990-12-30 1990-12-24 \n", + "1816 43 FR France 1990-12-17/1990-12-23 1990-12-17 \n", + "1817 28 FR France 1990-12-10/1990-12-16 1990-12-10 \n", + "1818 5 FR France 1990-12-03/1990-12-09 1990-12-03 \n", + "\n", + " annee_epidemique \n", + "0 2025 \n", + "1 2025 \n", + "2 2025 \n", + "3 2025 \n", + "4 2025 \n", + "5 2025 \n", + "6 2024 \n", + "7 2024 \n", + "8 2024 \n", + "9 2024 \n", + "10 2024 \n", + "11 2024 \n", + "12 2024 \n", + "13 2024 \n", + "14 2024 \n", + "15 2024 \n", + "16 2024 \n", + "17 2024 \n", + "18 2024 \n", + "19 2024 \n", + "20 2024 \n", + "21 2024 \n", + "22 2024 \n", + "23 2024 \n", + "24 2024 \n", + "25 2024 \n", + "26 2024 \n", + "27 2024 \n", + "28 2024 \n", + "29 2024 \n", + "... ... \n", + "1789 1990 \n", + "1790 1990 \n", + "1791 1990 \n", + "1792 1990 \n", + "1793 1990 \n", + "1794 1990 \n", + "1795 1990 \n", + "1796 1990 \n", + "1797 1990 \n", + "1798 1990 \n", + "1799 1990 \n", + "1800 1990 \n", + "1801 1990 \n", + "1802 1990 \n", + "1803 1990 \n", + "1804 1990 \n", + "1805 1990 \n", + "1806 1990 \n", + "1807 1990 \n", + "1808 1990 \n", + "1809 1990 \n", + "1810 1990 \n", + "1811 1990 \n", + "1812 1990 \n", + "1813 1990 \n", + "1814 1990 \n", + "1815 1990 \n", + "1816 1990 \n", + "1817 1990 \n", + "1818 1990 \n", + "\n", + "[1819 rows x 13 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Créer une colonne \"année épidémique\" (commence au 1er septembre)\n", + "raw_data['date'] = raw_data['period'].dt.to_timestamp()\n", + "raw_data['annee_epidemique'] = raw_data['date'].apply(\n", + " lambda x: x.year if x.month >= 9 else x.year - 1\n", + ")\n", + "\n", + "# Calculer l'incidence totale par année épidémique\n", + "incidence_par_annee = raw_data.groupby('annee_epidemique')['inc'].sum().sort_values(ascending=False)\n", + "\n", + "print(\"=== Années avec les épidémies les plus FORTES ===\")\n", + "print(incidence_par_annee.head(5))\n", + "\n", + "print(\"\\n=== Années avec les épidémies les plus FAIBLES ===\")\n", + "print(incidence_par_annee.tail(5))\n", + "\n", + "raw_data" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Visualisation\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.figure(figsize=(12, 6))\n", + "incidence_par_annee.plot(kind='bar')\n", + "plt.title('Incidence totale par année épidémique (1er sept - 31 août)')\n", + "plt.xlabel('Année épidémique')\n", + "plt.ylabel('Incidence cumulée')\n", + "plt.xticks(rotation=45)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], "metadata": { "kernelspec": { "display_name": "Python 3", @@ -16,10 +3443,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.3" + "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 2 } - diff --git a/module3/exo2/incidence_grippal.csv b/module3/exo2/incidence_grippal.csv new file mode 100644 index 0000000..d627d04 --- /dev/null +++ b/module3/exo2/incidence_grippal.csv @@ -0,0 +1,2139 @@ +"# {""source"":""ré","seau Sentinelles, INSERM, Sorbonne Université",", https:\/\/www.sentiweb.fr"",""meta"":{""period"":[198444,202541],""geo"":[""PAY"",0],""geo_ref"":""insee"",""indicator"":""3"",""type"":""all"",""conf_int"":true,""compact"":false,""age_group"":false,""span"":""all""},""date"":""2025-10-15T21:27:28+02:00"",""bundle"":""1760556448""}" +"week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name",, +"202541,3,93620,82948,104292,140,124,156,FR,France",, +"202540,3,79213,71213,87213,118,106,130,FR,France",, +"202539,3,72930,64872,80988,109,97,121,FR,France",, +"202538,3,61435,54131,68739,92,81,103,FR,France",, +"202537,3,46373,39689,53057,69,59,79,FR,France",, +"202536,3,25581,20702,30460,38,31,45,FR,France",, 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+"198701,3,69745,59207,80283,125,106,144,FR,France",, +"198652,3,76263,64958,87568,138,118,158,FR,France",, +"198651,3,72920,63047,82793,132,114,150,FR,France",, +"198650,3,73413,64019,82807,133,116,150,FR,France",, +"198649,3,56296,48229,64363,102,87,117,FR,France",, +"198648,3,46031,38578,53484,83,70,96,FR,France",, +"198647,3,36740,29710,43770,66,53,79,FR,France",, +"198646,3,32134,25327,38941,58,46,70,FR,France",, +"198645,3,38964,31382,46546,70,56,84,FR,France",, +"198644,3,28646,22048,35244,52,40,64,FR,France",, +"198643,3,27532,20842,34222,50,38,62,FR,France",, +"198642,3,31815,25124,38506,57,45,69,FR,France",, +"198641,3,32864,25939,39789,59,47,71,FR,France",, +"198640,3,33516,26776,40256,60,48,72,FR,France",, +"198639,3,28665,22477,34853,52,41,63,FR,France",, +"198638,3,26615,20479,32751,48,37,59,FR,France",, +"198637,3,15998,10802,21194,29,20,38,FR,France",, +"198636,3,9182,4982,13382,17,9,25,FR,France",, +"198635,3,10587,4470,16704,19,8,30,FR,France",, +"198634,3,5762,858,10666,10,1,19,FR,France",, +"198633,3,3115,554,5676,6,1,11,FR,France",, +"198632,3,1027,0,2311,2,0,4,FR,France",, +"198631,3,2247,0,4574,4,0,8,FR,France",, +"198630,3,2346,141,4551,4,0,8,FR,France",, +"198629,3,3654,931,6377,7,2,12,FR,France",, +"198628,3,2327,0,5318,4,0,9,FR,France",, +"198627,3,7529,3353,11705,14,6,22,FR,France",, +"198626,3,8778,5106,12450,16,9,23,FR,France",, +"198625,3,11075,6804,15346,20,12,28,FR,France",, +"198624,3,11160,7252,15068,20,13,27,FR,France",, +"198623,3,14372,9896,18848,26,18,34,FR,France",, +"198622,3,9717,5594,13840,18,11,25,FR,France",, +"198621,3,14460,9575,19345,26,17,35,FR,France",, +"198620,3,17133,12106,22160,31,22,40,FR,France",, +"198619,3,22177,16008,28346,40,29,51,FR,France",, +"198618,3,31736,24115,39357,57,43,71,FR,France",, +"198617,3,34874,27440,42308,63,50,76,FR,France",, +"198616,3,41196,32894,49498,74,59,89,FR,France",, +"198615,3,42659,33537,51781,77,61,93,FR,France",, +"198614,3,49792,39728,59856,90,72,108,FR,France",, +"198613,3,87249,63562,110936,157,114,200,FR,France",, +"198612,3,124777,97237,152317,225,175,275,FR,France",, +"198611,3,168146,151035,185257,303,272,334,FR,France",, +"198610,3,257305,231225,283385,464,417,511,FR,France",, +"198609,3,321140,296644,345636,580,536,624,FR,France",, +"198608,3,448786,419219,478353,810,757,863,FR,France",, +"198607,3,490723,460150,521296,886,831,941,FR,France",, +"198606,3,439300,411764,466836,793,743,843,FR,France",, +"198605,3,364727,339868,389586,658,613,703,FR,France",, +"198604,3,348509,322464,374554,629,582,676,FR,France",, +"198603,3,271539,248654,294424,490,449,531,FR,France",, +"198602,3,178138,159344,196932,322,288,356,FR,France",, +"198601,3,112614,96539,128689,203,174,232,FR,France",, +"198552,3,86452,72250,100654,157,131,183,FR,France",, +"198551,3,114666,99538,129794,208,181,235,FR,France",, +"198550,3,86031,73604,98458,156,133,179,FR,France",, +"198549,3,65931,55326,76536,120,101,139,FR,France",, +"198548,3,68291,57581,79001,124,105,143,FR,France",, +"198547,3,66177,55221,77133,120,100,140,FR,France",, +"198546,3,70534,58788,82280,128,107,149,FR,France",, +"198545,3,57514,47167,67861,104,85,123,FR,France",, +"198544,3,67356,55744,78968,122,101,143,FR,France",, +"198543,3,87402,74208,100596,158,134,182,FR,France",, +"198542,3,76218,64604,87832,138,117,159,FR,France",, +"198541,3,45712,36755,54669,83,67,99,FR,France",, +"198540,3,49739,40335,59143,90,73,107,FR,France",, +"198539,3,39819,31234,48404,72,56,88,FR,France",, +"198538,3,27605,20614,34596,50,37,63,FR,France",, +"198537,3,22219,15626,28812,40,28,52,FR,France",, +"198536,3,27986,18992,36980,51,35,67,FR,France",, +"198535,3,30215,18546,41884,55,34,76,FR,France",, +"198534,3,40389,24786,55992,73,45,101,FR,France",, +"198533,3,22611,8819,36403,41,16,66,FR,France",, +"198532,3,7488,1851,13125,14,4,24,FR,France",, +"198531,3,16958,8479,25437,31,16,46,FR,France",, +"198530,3,11598,5507,17689,21,10,32,FR,France",, +"198529,3,13054,6474,19634,24,12,36,FR,France",, +"198528,3,14588,7659,21517,26,13,39,FR,France",, +"198527,3,19670,11761,27579,36,22,50,FR,France",, +"198526,3,18609,12637,24581,34,23,45,FR,France",, +"198525,3,19362,12454,26270,35,22,48,FR,France",, +"198524,3,19855,13577,26133,36,25,47,FR,France",, +"198523,3,19373,10010,28736,35,18,52,FR,France",, +"198522,3,24099,17190,31008,44,31,57,FR,France",, +"198521,3,26096,19621,32571,47,35,59,FR,France",, +"198520,3,27896,20885,34907,51,38,64,FR,France",, +"198519,3,43154,32821,53487,78,59,97,FR,France",, +"198518,3,40555,29935,51175,74,55,93,FR,France",, +"198517,3,34053,24366,43740,62,44,80,FR,France",, +"198516,3,50362,36451,64273,91,66,116,FR,France",, +"198515,3,63881,45538,82224,116,83,149,FR,France",, +"198514,3,134545,114400,154690,244,207,281,FR,France",, +"198513,3,197206,176080,218332,357,319,395,FR,France",, +"198512,3,245240,223304,267176,445,405,485,FR,France",, +"198511,3,276205,252399,300011,501,458,544,FR,France",, +"198510,3,353231,326279,380183,640,591,689,FR,France",, +"198509,3,369895,341109,398681,670,618,722,FR,France",, +"198508,3,389886,359529,420243,707,652,762,FR,France",, +"198507,3,471852,432599,511105,855,784,926,FR,France",, +"198506,3,565825,518011,613639,1026,939,1113,FR,France",, +"198505,3,637302,592795,681809,1155,1074,1236,FR,France",, +"198504,3,424937,390794,459080,770,708,832,FR,France",, +"198503,3,213901,174689,253113,388,317,459,FR,France",, +"198502,3,97586,80949,114223,177,147,207,FR,France",, +"198501,3,85489,65918,105060,155,120,190,FR,France",, +"198452,3,84830,60602,109058,154,110,198,FR,France",, +"198451,3,101726,80242,123210,185,146,224,FR,France",, +"198450,3,123680,101401,145959,225,184,266,FR,France",, +"198449,3,101073,81684,120462,184,149,219,FR,France",, +"198448,3,78620,60634,96606,143,110,176,FR,France",, +"198447,3,72029,54274,89784,131,99,163,FR,France",, +"198446,3,87330,67686,106974,159,123,195,FR,France",, +"198445,3,135223,101414,169032,246,184,308,FR,France",, +"198444,3,68422,20056,116788,125,37,213,FR,France",, -- 2.18.1