covid
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rowid | country | region | region_code | start_date | end_date | days | year | week | population | total_deaths | covid_deaths | expected_deaths | excess_deaths | non_covid_deaths | covid_deaths_per_100k | excess_deaths_per_100k | excess_deaths_pct_change | cadence | month | total_deaths_per_7_days | covid_deaths_per_7_days | expected_deaths_per_7_days | excess_deaths_per_7_days | non_covid_deaths_per_7_days | covid_deaths_per_100k_per_7_days | excess_deaths_per_100k_per_7_days | quarter |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
379 | Singapore | Singapore | 0 | 2022-09-01 | 2022-09-30 | 30 | 2022 | 5637022 | 2125 | 26 | 1821.41644890561 | 303.58355109439 | 2099 | 0.461236447187895 | 5.3855307127485 | 0.166674431471615 | monthly | 9 | 495.833333333333 | 6.06666666666667 | 424.997171411309 | 70.8361619220243 | 489.766666666667 | 0.107621837677175 | 1.25662383297465 | ||
22931 | Singapore | Singapore | 0 | 2022-09-01 | 2022-09-30 | 30 | 2022 | 5637022 | 2125 | 26 | 1821.41644890561 | 303.58355109439 | 2099 | 0.461236447187895 | 5.3855307127485 | 0.166674431471615 | monthly | 9 | 495.833333333333 | 6.06666666666667 | 424.997171411309 | 70.8361619220243 | 489.766666666667 | 0.107621837677175 | 1.25662383297465 | ||
376 | Singapore | Singapore | 0 | 2022-06-01 | 2022-06-30 | 30 | 2022 | 5637022 | 2110 | 24 | 1968.41644890561 | 141.58355109439 | 2086 | 0.425756720481133 | 2.51167284950085 | 0.071927640704845 | monthly | 6 | 492.333333333333 | 5.6 | 459.297171411309 | 33.0361619220243 | 486.733333333333 | 0.0993432347789311 | 0.586056998216865 | ||
22928 | Singapore | Singapore | 0 | 2022-06-01 | 2022-06-30 | 30 | 2022 | 5637022 | 2110 | 24 | 1968.41644890561 | 141.58355109439 | 2086 | 0.425756720481133 | 2.51167284950085 | 0.0719276407048453 | monthly | 6 | 492.333333333333 | 5.6 | 459.297171411309 | 33.0361619220243 | 486.733333333333 | 0.0993432347789311 | 0.586056998216865 | ||
374 | Singapore | Singapore | 0 | 2022-04-01 | 2022-04-30 | 30 | 2022 | 5637022 | 2126 | 67 | 1877.81644890561 | 248.18355109439 | 2059 | 1.1885708446765 | 4.40274228297122 | 0.132166033181268 | monthly | 4 | 496.066666666667 | 15.6333333333333 | 438.157171411309 | 57.9094952553577 | 480.433333333333 | 0.277333197091183 | 1.02730653269328 | ||
22926 | Singapore | Singapore | 0 | 2022-04-01 | 2022-04-30 | 30 | 2022 | 5637022 | 2126 | 67 | 1877.81644890561 | 248.18355109439 | 2059 | 1.1885708446765 | 4.40274228297122 | 0.132166033181268 | monthly | 4 | 496.066666666667 | 15.6333333333333 | 438.157171411309 | 57.9094952553577 | 480.433333333333 | 0.277333197091183 | 1.02730653269328 | ||
369 | Singapore | Singapore | 0 | 2021-11-01 | 2021-11-30 | 30 | 2021 | 5637022 | 2349 | 311 | 1810.53315912449 | 538.466840875512 | 2038 | 5.51709750290135 | 9.5523281774581 | 0.297407886821524 | monthly | 11 | 548.1 | 72.5666666666667 | 422.457737129047 | 125.642262870953 | 475.533333333333 | 1.28732275067698 | 2.22887657474022 | ||
22921 | Singapore | Singapore | 0 | 2021-11-01 | 2021-11-30 | 30 | 2021 | 5637022 | 2349 | 311 | 1810.53315912449 | 538.466840875512 | 2038 | 5.51709750290135 | 9.5523281774581 | 0.297407886821522 | monthly | 11 | 548.1 | 72.5666666666667 | 422.457737129047 | 125.642262870953 | 475.533333333333 | 1.28732275067698 | 2.22887657474022 | ||
367 | Singapore | Singapore | 0 | 2021-09-01 | 2021-09-30 | 30 | 2021 | 5637022 | 1965 | 40 | 1780.53315912449 | 184.466840875512 | 1925 | 0.709594534135222 | 3.27241655036139 | 0.103602025005936 | monthly | 9 | 458.5 | 9.33333333333333 | 415.457737129047 | 43.0422628709529 | 449.166666666667 | 0.165572057964885 | 0.76356386175099 | ||
22919 | Singapore | Singapore | 0 | 2021-09-01 | 2021-09-30 | 30 | 2021 | 5637022 | 1965 | 40 | 1780.53315912449 | 184.466840875512 | 1925 | 0.709594534135222 | 3.27241655036138 | 0.103602025005934 | monthly | 9 | 458.5 | 9.33333333333333 | 415.457737129047 | 43.0422628709529 | 449.166666666667 | 0.165572057964885 | 0.76356386175099 | ||
364 | Singapore | Singapore | 0 | 2021-06-01 | 2021-06-30 | 30 | 2021 | 5637022 | 1937 | 3 | 1927.53315912449 | 9.46684087551239 | 1934 | 0.0532195900601417 | 0.167940463519787 | 0.00491137640392769 | monthly | 6 | 451.966666666667 | 0.7 | 449.757737129047 | 2.20892953761956 | 451.266666666667 | 0.0124179043473664 | 0.0391861081546171 | ||
22916 | Singapore | Singapore | 0 | 2021-06-01 | 2021-06-30 | 30 | 2021 | 5637022 | 1937 | 3 | 1927.53315912449 | 9.46684087551239 | 1934 | 0.0532195900601417 | 0.167940463519787 | 0.00491137640392658 | monthly | 6 | 451.966666666667 | 0.7 | 449.757737129047 | 2.20892953761956 | 451.266666666667 | 0.0124179043473664 | 0.0391861081546171 | ||
362 | Singapore | Singapore | 0 | 2021-04-01 | 2021-04-30 | 30 | 2021 | 5637022 | 1938 | 0 | 1836.93315912449 | 101.066840875513 | 1938 | 0.0 | 1.79291194668945 | 0.0550193350114507 | monthly | 4 | 452.2 | 0.0 | 428.617737129047 | 23.5822628709529 | 452.2 | 0.0 | 0.418346120894205 | ||
22914 | Singapore | Singapore | 0 | 2021-04-01 | 2021-04-30 | 30 | 2021 | 5637022 | 1938 | 0 | 1836.93315912449 | 101.066840875513 | 1938 | 0.0 | 1.79291194668946 | 0.0550193350114492 | monthly | 4 | 452.2 | 0.0 | 428.617737129047 | 23.5822628709529 | 452.2 | 0.0 | 0.418346120894205 | ||
357 | Singapore | Singapore | 0 | 2020-11-01 | 2020-11-30 | 30 | 2020 | 5637022 | 1771 | 1 | 1769.64986934337 | 1.35013065663475 | 1770 | 0.0177398633533806 | 0.0239511333579104 | 0.000762936601202302 | monthly | 11 | 413.233333333333 | 0.233333333333333 | 412.918302846785 | 0.315030486548108 | 413.0 | 0.00413930144912213 | 0.00558859778351242 | ||
22909 | Singapore | Singapore | 0 | 2020-11-01 | 2020-11-30 | 30 | 2020 | 5637022 | 1771 | 1 | 1769.64986934337 | 1.35013065663475 | 1770 | 0.0177398633533806 | 0.0239511333579104 | 0.000762936601199415 | monthly | 11 | 413.233333333333 | 0.233333333333333 | 412.918302846785 | 0.315030486548108 | 413.0 | 0.00413930144912213 | 0.00558859778351242 | ||
355 | Singapore | Singapore | 0 | 2020-09-01 | 2020-09-30 | 30 | 2020 | 5637022 | 1751 | 0 | 1739.64986934337 | 11.350130656635 | 1751 | 0.0 | 0.20134976689172 | 0.00652437646025805 | monthly | 9 | 408.566666666667 | 0.0 | 405.918302846785 | 2.64836381988149 | 408.566666666667 | 0.0 | 0.0469816122747347 | ||
22907 | Singapore | Singapore | 0 | 2020-09-01 | 2020-09-30 | 30 | 2020 | 5637022 | 1751 | 0 | 1739.64986934337 | 11.350130656635 | 1751 | 0.0 | 0.20134976689172 | 0.00652437646025517 | monthly | 9 | 408.566666666667 | 0.0 | 405.918302846785 | 2.64836381988149 | 408.566666666667 | 0.0 | 0.0469816122747347 | ||
352 | Singapore | Singapore | 0 | 2020-06-01 | 2020-06-30 | 30 | 2020 | 5637022 | 1761 | 3 | 1886.64986934336 | -125.649869343365 | 1758 | 0.0532195900601417 | -2.22901151252141 | -0.0665994636233677 | monthly | 6 | 410.9 | 0.7 | 440.218302846785 | -29.3183028467851 | 410.2 | 0.0124179043473664 | -0.520102686254996 | ||
22904 | Singapore | Singapore | 0 | 2020-06-01 | 2020-06-30 | 30 | 2020 | 5637022 | 1761 | 3 | 1886.64986934336 | -125.649869343365 | 1758 | 0.0532195900601417 | -2.22901151252142 | -0.0665994636233653 | monthly | 6 | 410.9 | 0.7 | 440.218302846785 | -29.3183028467851 | 410.2 | 0.0124179043473664 | -0.520102686254996 | ||
350 | Singapore | Singapore | 0 | 2020-04-01 | 2020-04-30 | 30 | 2020 | 5637022 | 1913 | 12 | 1796.04986934336 | 116.950130656635 | 1901 | 0.212878360240567 | 2.07467933700871 | 0.0651151912053489 | monthly | 4 | 446.366666666667 | 2.8 | 419.078302846785 | 27.2883638198815 | 443.566666666667 | 0.0496716173894656 | 0.484091845302032 | ||
22902 | Singapore | Singapore | 0 | 2020-04-01 | 2020-04-30 | 30 | 2020 | 5637022 | 1913 | 12 | 1796.04986934336 | 116.950130656635 | 1901 | 0.212878360240567 | 2.07467933700871 | 0.0651151912053518 | monthly | 4 | 446.366666666667 | 2.8 | 419.078302846785 | 27.2883638198815 | 443.566666666667 | 0.0496716173894656 | 0.484091845302032 |