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