- rowid: 22905 country: Singapore region: Singapore region_code: 0 start_date: '2020-07-01' end_date: '2020-07-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1759 covid_deaths: 1 expected_deaths: 1942.13819832148 excess_deaths: -183.138198321477 non_covid_deaths: 1758 covid_deaths_per_100k: 0.0177398633533806 excess_deaths_per_100k: -3.24884661300731 excess_deaths_pct_change: -0.094297202166025 cadence: monthly month: 7 total_deaths_per_7_days: 397.193548387097 covid_deaths_per_7_days: 0.225806451612903 expected_deaths_per_7_days: 438.54733510485 excess_deaths_per_7_days: -41.3537867177529 non_covid_deaths_per_7_days: 396.967741935484 covid_deaths_per_100k_per_7_days: 0.00400577559592464 excess_deaths_per_100k_per_7_days: -0.73361052551778 quarter: null - rowid: 353 country: Singapore region: Singapore region_code: 0 start_date: '2020-07-01' end_date: '2020-07-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1759 covid_deaths: 1 expected_deaths: 1942.13819832148 excess_deaths: -183.138198321477 non_covid_deaths: 1758 covid_deaths_per_100k: 0.0177398633533806 excess_deaths_per_100k: -3.24884661300731 excess_deaths_pct_change: -0.0942972021660236 cadence: monthly month: 7 total_deaths_per_7_days: 397.193548387097 covid_deaths_per_7_days: 0.225806451612903 expected_deaths_per_7_days: 438.54733510485 excess_deaths_per_7_days: -41.3537867177529 non_covid_deaths_per_7_days: 396.967741935484 covid_deaths_per_100k_per_7_days: 0.00400577559592464 excess_deaths_per_100k_per_7_days: -0.73361052551778 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: 22911 country: Singapore region: Singapore region_code: 0 start_date: '2021-01-01' end_date: '2021-01-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1871 covid_deaths: 0 expected_deaths: 1976.69456470838 excess_deaths: -105.694564708379 non_covid_deaths: 1871 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: -1.87500713512168 excess_deaths_pct_change: -0.0534703573305839 cadence: monthly month: 1 total_deaths_per_7_days: 422.483870967742 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 446.350385579311 excess_deaths_per_7_days: -23.8665146115695 non_covid_deaths_per_7_days: 422.483870967742 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: -0.423388707930704 quarter: null - rowid: 359 country: Singapore region: Singapore region_code: 0 start_date: '2021-01-01' end_date: '2021-01-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1871 covid_deaths: 0 expected_deaths: 1976.69456470838 excess_deaths: -105.694564708379 non_covid_deaths: 1871 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: -1.87500713512169 excess_deaths_pct_change: -0.0534703573305836 cadence: monthly month: 1 total_deaths_per_7_days: 422.483870967742 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 446.350385579311 excess_deaths_per_7_days: -23.8665146115695 non_covid_deaths_per_7_days: 422.483870967742 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: -0.423388707930704 quarter: null - rowid: 22908 country: Singapore region: Singapore region_code: 0 start_date: '2020-10-01' end_date: '2020-10-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1770 covid_deaths: 1 expected_deaths: 1867.93819832148 excess_deaths: -97.9381983214771 non_covid_deaths: 1769 covid_deaths_per_100k: 0.0177398633533806 excess_deaths_per_100k: -1.73741025529929 excess_deaths_pct_change: -0.0524311770108277 cadence: monthly month: 10 total_deaths_per_7_days: 399.677419354839 covid_deaths_per_7_days: 0.225806451612903 expected_deaths_per_7_days: 421.792496395172 excess_deaths_per_7_days: -22.1150770403335 non_covid_deaths_per_7_days: 399.451612903226 covid_deaths_per_100k_per_7_days: 0.00400577559592464 excess_deaths_per_100k_per_7_days: -0.392318444745001 quarter: null - rowid: 356 country: Singapore region: Singapore region_code: 0 start_date: '2020-10-01' end_date: '2020-10-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1770 covid_deaths: 1 expected_deaths: 1867.93819832148 excess_deaths: -97.9381983214771 non_covid_deaths: 1769 covid_deaths_per_100k: 0.0177398633533806 excess_deaths_per_100k: -1.73741025529929 excess_deaths_pct_change: -0.0524311770108262 cadence: monthly month: 10 total_deaths_per_7_days: 399.677419354839 covid_deaths_per_7_days: 0.225806451612903 expected_deaths_per_7_days: 421.792496395172 excess_deaths_per_7_days: -22.1150770403335 non_covid_deaths_per_7_days: 399.451612903226 covid_deaths_per_100k_per_7_days: 0.00400577559592464 excess_deaths_per_100k_per_7_days: -0.392318444745001 quarter: null - rowid: 22923 country: Singapore region: Singapore region_code: 0 start_date: '2022-01-01' end_date: '2022-01-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 1970 covid_deaths: 27 expected_deaths: 2018.94063081554 excess_deaths: -48.9406308155394 non_covid_deaths: 1943 covid_deaths_per_100k: 0.478976310541275 excess_deaths_per_100k: -0.868200103095915 excess_deaths_pct_change: -0.0242407478796297 cadence: monthly month: 1 total_deaths_per_7_days: 444.838709677419 covid_deaths_per_7_days: 6.09677419354839 expected_deaths_per_7_days: 455.889819861573 excess_deaths_per_7_days: -11.0511101841541 non_covid_deaths_per_7_days: 438.741935483871 covid_deaths_per_100k_per_7_days: 0.108155941089965 excess_deaths_per_100k_per_7_days: -0.196045184570045 quarter: null - rowid: 371 country: Singapore region: Singapore region_code: 0 start_date: '2022-01-01' end_date: '2022-01-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 1970 covid_deaths: 27 expected_deaths: 2018.94063081554 excess_deaths: -48.9406308155394 non_covid_deaths: 1943 covid_deaths_per_100k: 0.478976310541275 excess_deaths_per_100k: -0.868200103095915 excess_deaths_pct_change: -0.0242407478796294 cadence: monthly month: 1 total_deaths_per_7_days: 444.838709677419 covid_deaths_per_7_days: 6.09677419354839 expected_deaths_per_7_days: 455.889819861573 excess_deaths_per_7_days: -11.0511101841541 non_covid_deaths_per_7_days: 438.741935483871 covid_deaths_per_100k_per_7_days: 0.108155941089965 excess_deaths_per_100k_per_7_days: -0.196045184570045 quarter: null - rowid: 22903 country: Singapore region: Singapore region_code: 0 start_date: '2020-05-01' end_date: '2020-05-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1874 covid_deaths: 8 expected_deaths: 1916.93819832148 excess_deaths: -42.9381983214771 non_covid_deaths: 1866 covid_deaths_per_100k: 0.141918906827044 excess_deaths_per_100k: -0.761717770863358 excess_deaths_pct_change: -0.0223993649660056 cadence: monthly month: 5 total_deaths_per_7_days: 423.161290322581 covid_deaths_per_7_days: 1.80645161290323 expected_deaths_per_7_days: 432.857012524205 excess_deaths_per_7_days: -9.69572220162386 non_covid_deaths_per_7_days: 421.354838709677 covid_deaths_per_100k_per_7_days: 0.0320462047673971 excess_deaths_per_100k_per_7_days: -0.172000786969145 quarter: null - rowid: 351 country: Singapore region: Singapore region_code: 0 start_date: '2020-05-01' end_date: '2020-05-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1874 covid_deaths: 8 expected_deaths: 1916.93819832148 excess_deaths: -42.9381983214771 non_covid_deaths: 1866 covid_deaths_per_100k: 0.141918906827044 excess_deaths_per_100k: -0.761717770863358 excess_deaths_pct_change: -0.0223993649660041 cadence: monthly month: 5 total_deaths_per_7_days: 423.161290322581 covid_deaths_per_7_days: 1.80645161290323 expected_deaths_per_7_days: 432.857012524205 excess_deaths_per_7_days: -9.69572220162386 non_covid_deaths_per_7_days: 421.354838709677 covid_deaths_per_100k_per_7_days: 0.0320462047673971 excess_deaths_per_100k_per_7_days: -0.172000786969145 quarter: null - rowid: 22910 country: Singapore region: Singapore region_code: 0 start_date: '2020-12-01' end_date: '2020-12-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1851 covid_deaths: 0 expected_deaths: 1881.73819832148 excess_deaths: -30.7381983214771 non_covid_deaths: 1851 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: -0.545291437952116 excess_deaths_pct_change: -0.0163350025784132 cadence: monthly month: 12 total_deaths_per_7_days: 417.967741935484 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 424.90862542743 excess_deaths_per_7_days: -6.94088349194643 non_covid_deaths_per_7_days: 417.967741935484 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: -0.123130324698865 quarter: null - rowid: 358 country: Singapore region: Singapore region_code: 0 start_date: '2020-12-01' end_date: '2020-12-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1851 covid_deaths: 0 expected_deaths: 1881.73819832148 excess_deaths: -30.7381983214771 non_covid_deaths: 1851 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: -0.545291437952115 excess_deaths_pct_change: -0.0163350025784117 cadence: monthly month: 12 total_deaths_per_7_days: 417.967741935484 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 424.90862542743 excess_deaths_per_7_days: -6.94088349194643 non_covid_deaths_per_7_days: 417.967741935484 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: -0.123130324698865 quarter: null - rowid: 22906 country: Singapore region: Singapore region_code: 0 start_date: '2020-08-01' end_date: '2020-08-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1860 covid_deaths: 0 expected_deaths: 1890.13819832148 excess_deaths: -30.1381983214771 non_covid_deaths: 1860 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: -0.534647519940087 excess_deaths_pct_change: -0.0159449707689332 cadence: monthly month: 8 total_deaths_per_7_days: 420.0 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 426.805399620979 excess_deaths_per_7_days: -6.80539962097871 non_covid_deaths_per_7_days: 420.0 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: -0.12072685934131 quarter: null - rowid: 354 country: Singapore region: Singapore region_code: 0 start_date: '2020-08-01' end_date: '2020-08-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1860 covid_deaths: 0 expected_deaths: 1890.13819832148 excess_deaths: -30.1381983214771 non_covid_deaths: 1860 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: -0.534647519940088 excess_deaths_pct_change: -0.0159449707689316 cadence: monthly month: 8 total_deaths_per_7_days: 420.0 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 426.805399620979 excess_deaths_per_7_days: -6.80539962097871 non_covid_deaths_per_7_days: 420.0 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: -0.12072685934131 quarter: null - rowid: 22913 country: Singapore region: Singapore region_code: 0 start_date: '2021-03-01' end_date: '2021-03-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1924 covid_deaths: 1 expected_deaths: 1939.78426442864 excess_deaths: -15.7842644286372 non_covid_deaths: 1923 covid_deaths_per_100k: 0.0177398633533806 excess_deaths_per_100k: -0.280010694097649 excess_deaths_pct_change: -0.00813712365755748 cadence: monthly month: 3 total_deaths_per_7_days: 434.451612903226 covid_deaths_per_7_days: 0.225806451612903 expected_deaths_per_7_days: 438.015801645176 excess_deaths_per_7_days: -3.56418874195035 non_covid_deaths_per_7_days: 434.225806451613 covid_deaths_per_100k_per_7_days: 0.00400577559592464 excess_deaths_per_100k_per_7_days: -0.0632282212478565 quarter: null - rowid: 361 country: Singapore region: Singapore region_code: 0 start_date: '2021-03-01' end_date: '2021-03-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1924 covid_deaths: 1 expected_deaths: 1939.78426442864 excess_deaths: -15.7842644286372 non_covid_deaths: 1923 covid_deaths_per_100k: 0.0177398633533806 excess_deaths_per_100k: -0.28001069409765 excess_deaths_pct_change: -0.00813712365755603 cadence: monthly month: 3 total_deaths_per_7_days: 434.451612903226 covid_deaths_per_7_days: 0.225806451612903 expected_deaths_per_7_days: 438.015801645176 excess_deaths_per_7_days: -3.56418874195035 non_covid_deaths_per_7_days: 434.225806451613 covid_deaths_per_100k_per_7_days: 0.00400577559592464 excess_deaths_per_100k_per_7_days: -0.0632282212478565 quarter: null - rowid: 22901 country: Singapore region: Singapore region_code: 0 start_date: '2020-03-01' end_date: '2020-03-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1891 covid_deaths: 3 expected_deaths: 1897.53819832148 excess_deaths: -6.53819832147724 non_covid_deaths: 1888 covid_deaths_per_100k: 0.0532195900601417 excess_deaths_per_100k: -0.115986744800308 excess_deaths_pct_change: -0.00344562145165961 cadence: monthly month: 3 total_deaths_per_7_days: 427.0 covid_deaths_per_7_days: 0.67741935483871 expected_deaths_per_7_days: 428.476367362914 excess_deaths_per_7_days: -1.47636736291422 non_covid_deaths_per_7_days: 426.322580645161 covid_deaths_per_100k_per_7_days: 0.0120173267877739 excess_deaths_per_100k_per_7_days: -0.026190555277489 quarter: null - rowid: 349 country: Singapore region: Singapore region_code: 0 start_date: '2020-03-01' end_date: '2020-03-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 1891 covid_deaths: 3 expected_deaths: 1897.53819832148 excess_deaths: -6.53819832147724 non_covid_deaths: 1888 covid_deaths_per_100k: 0.0532195900601417 excess_deaths_per_100k: -0.115986744800308 excess_deaths_pct_change: -0.00344562145165817 cadence: monthly month: 3 total_deaths_per_7_days: 427.0 covid_deaths_per_7_days: 0.67741935483871 expected_deaths_per_7_days: 428.476367362914 excess_deaths_per_7_days: -1.47636736291422 non_covid_deaths_per_7_days: 426.322580645161 covid_deaths_per_100k_per_7_days: 0.0120173267877739 excess_deaths_per_100k_per_7_days: -0.026190555277489 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: 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: 348 country: Singapore region: Singapore region_code: 0 start_date: '2020-02-01' end_date: '2020-02-29' days: 29 year: 2020 week: null population: 5637022 total_deaths: 1762 covid_deaths: 0 expected_deaths: 1754.10485506628 excess_deaths: 7.8951449337178 non_covid_deaths: 1762 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: 0.140058792279289 excess_deaths_pct_change: 0.00450095381180593 cadence: monthly month: 2 total_deaths_per_7_days: 425.310344827586 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 423.404620188413 excess_deaths_per_7_days: 1.90572463917326 non_covid_deaths_per_7_days: 425.310344827586 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: 0.0338072946881042 quarter: null - rowid: 22900 country: Singapore region: Singapore region_code: 0 start_date: '2020-02-01' end_date: '2020-02-29' days: 29 year: 2020 week: null population: 5637022 total_deaths: 1762 covid_deaths: 0 expected_deaths: 1754.10485506628 excess_deaths: 7.8951449337178 non_covid_deaths: 1762 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: 0.140058792279289 excess_deaths_pct_change: 0.00450095381180726 cadence: monthly month: 2 total_deaths_per_7_days: 425.310344827586 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 423.404620188413 excess_deaths_per_7_days: 1.90572463917326 non_covid_deaths_per_7_days: 425.310344827586 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: 0.0338072946881042 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: 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: 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: 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: 22917 country: Singapore region: Singapore region_code: 0 start_date: '2021-07-01' end_date: '2021-07-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1998 covid_deaths: 1 expected_deaths: 1984.38426442864 excess_deaths: 13.6157355713631 non_covid_deaths: 1997 covid_deaths_per_100k: 0.0177398633533806 excess_deaths_per_100k: 0.241541288491744 excess_deaths_pct_change: 0.0068614410099046 cadence: monthly month: 7 total_deaths_per_7_days: 451.161290322581 covid_deaths_per_7_days: 0.225806451612903 expected_deaths_per_7_days: 448.086769387112 excess_deaths_per_7_days: 3.07452093546908 non_covid_deaths_per_7_days: 450.935483870968 covid_deaths_per_100k_per_7_days: 0.00400577559592464 excess_deaths_per_100k_per_7_days: 0.0545415812723293 quarter: null - rowid: 365 country: Singapore region: Singapore region_code: 0 start_date: '2021-07-01' end_date: '2021-07-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1998 covid_deaths: 1 expected_deaths: 1984.38426442864 excess_deaths: 13.6157355713631 non_covid_deaths: 1997 covid_deaths_per_100k: 0.0177398633533806 excess_deaths_per_100k: 0.241541288491744 excess_deaths_pct_change: 0.00686144100990616 cadence: monthly month: 7 total_deaths_per_7_days: 451.161290322581 covid_deaths_per_7_days: 0.225806451612903 expected_deaths_per_7_days: 448.086769387112 excess_deaths_per_7_days: 3.07452093546908 non_covid_deaths_per_7_days: 450.935483870968 covid_deaths_per_100k_per_7_days: 0.00400577559592464 excess_deaths_per_100k_per_7_days: 0.0545415812723293 quarter: null - rowid: 22915 country: Singapore region: Singapore region_code: 0 start_date: '2021-05-01' end_date: '2021-05-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1975 covid_deaths: 3 expected_deaths: 1959.18426442864 excess_deaths: 15.8157355713629 non_covid_deaths: 1972 covid_deaths_per_100k: 0.0532195900601417 excess_deaths_per_100k: 0.280568987869178 excess_deaths_pct_change: 0.00807261259622871 cadence: monthly month: 5 total_deaths_per_7_days: 445.967741935484 covid_deaths_per_7_days: 0.67741935483871 expected_deaths_per_7_days: 442.396446806466 excess_deaths_per_7_days: 3.57129512901743 non_covid_deaths_per_7_days: 445.290322580645 covid_deaths_per_100k_per_7_days: 0.0120173267877739 excess_deaths_per_100k_per_7_days: 0.0633542875833628 quarter: null - rowid: 363 country: Singapore region: Singapore region_code: 0 start_date: '2021-05-01' end_date: '2021-05-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1975 covid_deaths: 3 expected_deaths: 1959.18426442864 excess_deaths: 15.8157355713629 non_covid_deaths: 1972 covid_deaths_per_100k: 0.0532195900601417 excess_deaths_per_100k: 0.280568987869178 excess_deaths_pct_change: 0.00807261259623027 cadence: monthly month: 5 total_deaths_per_7_days: 445.967741935484 covid_deaths_per_7_days: 0.67741935483871 expected_deaths_per_7_days: 442.396446806466 excess_deaths_per_7_days: 3.57129512901743 non_covid_deaths_per_7_days: 445.290322580645 covid_deaths_per_100k_per_7_days: 0.0120173267877739 excess_deaths_per_100k_per_7_days: 0.0633542875833628 quarter: null - rowid: 22918 country: Singapore region: Singapore region_code: 0 start_date: '2021-08-01' end_date: '2021-08-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1967 covid_deaths: 18 expected_deaths: 1932.38426442864 excess_deaths: 34.6157355713628 non_covid_deaths: 1949 covid_deaths_per_100k: 0.31931754036085 excess_deaths_per_100k: 0.614078418912731 excess_deaths_pct_change: 0.0179134845012801 cadence: monthly month: 8 total_deaths_per_7_days: 444.161290322581 covid_deaths_per_7_days: 4.06451612903226 expected_deaths_per_7_days: 436.344833903241 excess_deaths_per_7_days: 7.81645641934 non_covid_deaths_per_7_days: 440.096774193548 covid_deaths_per_100k_per_7_days: 0.0721039607266436 excess_deaths_per_100k_per_7_days: 0.138662868786746 quarter: null - rowid: 366 country: Singapore region: Singapore region_code: 0 start_date: '2021-08-01' end_date: '2021-08-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 1967 covid_deaths: 18 expected_deaths: 1932.38426442864 excess_deaths: 34.6157355713628 non_covid_deaths: 1949 covid_deaths_per_100k: 0.31931754036085 excess_deaths_per_100k: 0.614078418912732 excess_deaths_pct_change: 0.0179134845012816 cadence: monthly month: 8 total_deaths_per_7_days: 444.161290322581 covid_deaths_per_7_days: 4.06451612903226 expected_deaths_per_7_days: 436.344833903241 excess_deaths_per_7_days: 7.81645641934 non_covid_deaths_per_7_days: 440.096774193548 covid_deaths_per_100k_per_7_days: 0.0721039607266436 excess_deaths_per_100k_per_7_days: 0.138662868786746 quarter: null - rowid: 22912 country: Singapore region: Singapore region_code: 0 start_date: '2021-02-01' end_date: '2021-02-28' days: 28 year: 2021 week: null population: 5637022 total_deaths: 1769 covid_deaths: 0 expected_deaths: 1731.7762178827 excess_deaths: 37.2237821173005 non_covid_deaths: 1769 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: 0.660344808256922 excess_deaths_pct_change: 0.0214945682547889 cadence: monthly month: 2 total_deaths_per_7_days: 442.25 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 432.944054470675 excess_deaths_per_7_days: 9.30594552932513 non_covid_deaths_per_7_days: 442.25 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: 0.165086202064231 quarter: null - rowid: 360 country: Singapore region: Singapore region_code: 0 start_date: '2021-02-01' end_date: '2021-02-28' days: 28 year: 2021 week: null population: 5637022 total_deaths: 1769 covid_deaths: 0 expected_deaths: 1731.7762178827 excess_deaths: 37.2237821173005 non_covid_deaths: 1769 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: 0.660344808256922 excess_deaths_pct_change: 0.0214945682547893 cadence: monthly month: 2 total_deaths_per_7_days: 442.25 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 432.944054470675 excess_deaths_per_7_days: 9.30594552932513 non_covid_deaths_per_7_days: 442.25 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: 0.165086202064231 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: 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: 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 - 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: 22899 country: Singapore region: Singapore region_code: 0 start_date: '2020-01-01' end_date: '2020-01-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 2091 covid_deaths: 0 expected_deaths: 1934.44849860122 excess_deaths: 156.551501398781 non_covid_deaths: 2091 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: 2.77720224258094 excess_deaths_pct_change: 0.0809282343324109 cadence: monthly month: 1 total_deaths_per_7_days: 472.161290322581 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 436.81095129705 excess_deaths_per_7_days: 35.3503390255311 non_covid_deaths_per_7_days: 472.161290322581 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: 0.627110183808598 quarter: null - rowid: 347 country: Singapore region: Singapore region_code: 0 start_date: '2020-01-01' end_date: '2020-01-31' days: 31 year: 2020 week: null population: 5637022 total_deaths: 2091 covid_deaths: 0 expected_deaths: 1934.44849860122 excess_deaths: 156.551501398781 non_covid_deaths: 2091 covid_deaths_per_100k: 0.0 excess_deaths_per_100k: 2.77720224258093 excess_deaths_pct_change: 0.0809282343324111 cadence: monthly month: 1 total_deaths_per_7_days: 472.161290322581 covid_deaths_per_7_days: 0.0 expected_deaths_per_7_days: 436.81095129705 excess_deaths_per_7_days: 35.3503390255311 non_covid_deaths_per_7_days: 472.161290322581 covid_deaths_per_100k_per_7_days: 0.0 excess_deaths_per_100k_per_7_days: 0.627110183808598 quarter: null - rowid: 22922 country: Singapore region: Singapore region_code: 0 start_date: '2021-12-01' end_date: '2021-12-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 2107 covid_deaths: 110 expected_deaths: 1923.98426442864 excess_deaths: 183.015735571363 non_covid_deaths: 1997 covid_deaths_per_100k: 1.95138496887186 excess_deaths_per_100k: 3.24667414055441 excess_deaths_pct_change: 0.0951233016584518 cadence: monthly month: 12 total_deaths_per_7_days: 475.774193548387 covid_deaths_per_7_days: 24.8387096774194 expected_deaths_per_7_days: 434.448059709692 excess_deaths_per_7_days: 41.3261338386949 non_covid_deaths_per_7_days: 450.935483870968 covid_deaths_per_100k_per_7_days: 0.440635315551711 excess_deaths_per_100k_per_7_days: 0.733119967221963 quarter: null - rowid: 370 country: Singapore region: Singapore region_code: 0 start_date: '2021-12-01' end_date: '2021-12-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 2107 covid_deaths: 110 expected_deaths: 1923.98426442864 excess_deaths: 183.015735571363 non_covid_deaths: 1997 covid_deaths_per_100k: 1.95138496887186 excess_deaths_per_100k: 3.24667414055441 excess_deaths_pct_change: 0.0951233016584534 cadence: monthly month: 12 total_deaths_per_7_days: 475.774193548387 covid_deaths_per_7_days: 24.8387096774194 expected_deaths_per_7_days: 434.448059709692 excess_deaths_per_7_days: 41.3261338386949 non_covid_deaths_per_7_days: 450.935483870968 covid_deaths_per_100k_per_7_days: 0.440635315551711 excess_deaths_per_100k_per_7_days: 0.733119967221963 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: 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: 22927 country: Singapore region: Singapore region_code: 0 start_date: '2022-05-01' end_date: '2022-05-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 2243 covid_deaths: 54 expected_deaths: 2001.4303305358 excess_deaths: 241.569669464203 non_covid_deaths: 2189 covid_deaths_per_100k: 0.95795262108255 excess_deaths_per_100k: 4.28541292661627 excess_deaths_pct_change: 0.120698515346037 cadence: monthly month: 5 total_deaths_per_7_days: 506.483870967742 covid_deaths_per_7_days: 12.1935483870968 expected_deaths_per_7_days: 451.935881088728 excess_deaths_per_7_days: 54.5479898790136 non_covid_deaths_per_7_days: 494.290322580645 covid_deaths_per_100k_per_7_days: 0.216311882179931 excess_deaths_per_100k_per_7_days: 0.967673886655287 quarter: null - rowid: 375 country: Singapore region: Singapore region_code: 0 start_date: '2022-05-01' end_date: '2022-05-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 2243 covid_deaths: 54 expected_deaths: 2001.4303305358 excess_deaths: 241.569669464203 non_covid_deaths: 2189 covid_deaths_per_100k: 0.95795262108255 excess_deaths_per_100k: 4.28541292661627 excess_deaths_pct_change: 0.120698515346039 cadence: monthly month: 5 total_deaths_per_7_days: 506.483870967742 covid_deaths_per_7_days: 12.1935483870968 expected_deaths_per_7_days: 451.935881088728 excess_deaths_per_7_days: 54.5479898790136 non_covid_deaths_per_7_days: 494.290322580645 covid_deaths_per_100k_per_7_days: 0.216311882179931 excess_deaths_per_100k_per_7_days: 0.967673886655287 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: 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: 22929 country: Singapore region: Singapore region_code: 0 start_date: '2022-07-01' end_date: '2022-07-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 2391 covid_deaths: 87 expected_deaths: 2026.6303305358 excess_deaths: 364.369669464203 non_covid_deaths: 2304 covid_deaths_per_100k: 1.54336811174411 excess_deaths_per_100k: 6.4638681464114 excess_deaths_pct_change: 0.179790889327048 cadence: monthly month: 7 total_deaths_per_7_days: 539.903225806452 covid_deaths_per_7_days: 19.6451612903226 expected_deaths_per_7_days: 457.626203669374 excess_deaths_per_7_days: 82.2770221370781 non_covid_deaths_per_7_days: 520.258064516129 covid_deaths_per_100k_per_7_days: 0.348502476845444 excess_deaths_per_100k_per_7_days: 1.45958312983483 quarter: null - rowid: 377 country: Singapore region: Singapore region_code: 0 start_date: '2022-07-01' end_date: '2022-07-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 2391 covid_deaths: 87 expected_deaths: 2026.6303305358 excess_deaths: 364.369669464203 non_covid_deaths: 2304 covid_deaths_per_100k: 1.54336811174411 excess_deaths_per_100k: 6.4638681464114 excess_deaths_pct_change: 0.179790889327049 cadence: monthly month: 7 total_deaths_per_7_days: 539.903225806452 covid_deaths_per_7_days: 19.6451612903226 expected_deaths_per_7_days: 457.626203669374 excess_deaths_per_7_days: 82.2770221370781 non_covid_deaths_per_7_days: 520.258064516129 covid_deaths_per_100k_per_7_days: 0.348502476845444 excess_deaths_per_100k_per_7_days: 1.45958312983483 quarter: null - rowid: 22930 country: Singapore region: Singapore region_code: 0 start_date: '2022-08-01' end_date: '2022-08-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 2345 covid_deaths: 92 expected_deaths: 1974.6303305358 excess_deaths: 370.369669464203 non_covid_deaths: 2253 covid_deaths_per_100k: 1.63206742851101 excess_deaths_per_100k: 6.57030732653169 excess_deaths_pct_change: 0.187564053755673 cadence: monthly month: 8 total_deaths_per_7_days: 529.516129032258 covid_deaths_per_7_days: 20.7741935483871 expected_deaths_per_7_days: 445.884268185503 excess_deaths_per_7_days: 83.6318608467555 non_covid_deaths_per_7_days: 508.741935483871 covid_deaths_per_100k_per_7_days: 0.368531354825067 excess_deaths_per_100k_per_7_days: 1.48361778341038 quarter: null - rowid: 378 country: Singapore region: Singapore region_code: 0 start_date: '2022-08-01' end_date: '2022-08-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 2345 covid_deaths: 92 expected_deaths: 1974.6303305358 excess_deaths: 370.369669464203 non_covid_deaths: 2253 covid_deaths_per_100k: 1.63206742851101 excess_deaths_per_100k: 6.57030732653168 excess_deaths_pct_change: 0.187564053755675 cadence: monthly month: 8 total_deaths_per_7_days: 529.516129032258 covid_deaths_per_7_days: 20.7741935483871 expected_deaths_per_7_days: 445.884268185503 excess_deaths_per_7_days: 83.6318608467555 non_covid_deaths_per_7_days: 508.741935483871 covid_deaths_per_100k_per_7_days: 0.368531354825067 excess_deaths_per_100k_per_7_days: 1.48361778341038 quarter: null - rowid: 22924 country: Singapore region: Singapore region_code: 0 start_date: '2022-02-01' end_date: '2022-02-28' days: 28 year: 2022 week: null population: 5637022 total_deaths: 2128 covid_deaths: 164 expected_deaths: 1769.93395501175 excess_deaths: 358.066044988253 non_covid_deaths: 1964 covid_deaths_per_100k: 2.90933758995441 excess_deaths_per_100k: 6.35204270957702 excess_deaths_pct_change: 0.202304749267253 cadence: monthly month: 2 total_deaths_per_7_days: 532.0 covid_deaths_per_7_days: 41.0 expected_deaths_per_7_days: 442.483488752937 excess_deaths_per_7_days: 89.5165112470632 non_covid_deaths_per_7_days: 491.0 covid_deaths_per_100k_per_7_days: 0.727334397488603 excess_deaths_per_100k_per_7_days: 1.58801067739426 quarter: null - rowid: 372 country: Singapore region: Singapore region_code: 0 start_date: '2022-02-01' end_date: '2022-02-28' days: 28 year: 2022 week: null population: 5637022 total_deaths: 2128 covid_deaths: 164 expected_deaths: 1769.93395501175 excess_deaths: 358.066044988253 non_covid_deaths: 1964 covid_deaths_per_100k: 2.90933758995441 excess_deaths_per_100k: 6.35204270957702 excess_deaths_pct_change: 0.202304749267255 cadence: monthly month: 2 total_deaths_per_7_days: 532.0 covid_deaths_per_7_days: 41.0 expected_deaths_per_7_days: 442.483488752937 excess_deaths_per_7_days: 89.5165112470632 non_covid_deaths_per_7_days: 491.0 covid_deaths_per_100k_per_7_days: 0.727334397488603 excess_deaths_per_100k_per_7_days: 1.58801067739426 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: 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: 22920 country: Singapore region: Singapore region_code: 0 start_date: '2021-10-01' end_date: '2021-10-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 2492 covid_deaths: 312 expected_deaths: 1910.18426442864 excess_deaths: 581.815735571363 non_covid_deaths: 2180 covid_deaths_per_100k: 5.53483736625474 excess_deaths_per_100k: 10.3213316458826 excess_deaths_pct_change: 0.304586183859801 cadence: monthly month: 10 total_deaths_per_7_days: 562.709677419355 covid_deaths_per_7_days: 70.4516129032258 expected_deaths_per_7_days: 431.331930677434 excess_deaths_per_7_days: 131.377746741921 non_covid_deaths_per_7_days: 492.258064516129 covid_deaths_per_100k_per_7_days: 1.24980198592849 excess_deaths_per_100k_per_7_days: 2.33062327487671 quarter: null - rowid: 368 country: Singapore region: Singapore region_code: 0 start_date: '2021-10-01' end_date: '2021-10-31' days: 31 year: 2021 week: null population: 5637022 total_deaths: 2492 covid_deaths: 312 expected_deaths: 1910.18426442864 excess_deaths: 581.815735571363 non_covid_deaths: 2180 covid_deaths_per_100k: 5.53483736625474 excess_deaths_per_100k: 10.3213316458826 excess_deaths_pct_change: 0.304586183859803 cadence: monthly month: 10 total_deaths_per_7_days: 562.709677419355 covid_deaths_per_7_days: 70.4516129032258 expected_deaths_per_7_days: 431.331930677434 excess_deaths_per_7_days: 131.377746741921 non_covid_deaths_per_7_days: 492.258064516129 covid_deaths_per_100k_per_7_days: 1.24980198592849 excess_deaths_per_100k_per_7_days: 2.33062327487671 quarter: null - rowid: 22925 country: Singapore region: Singapore region_code: 0 start_date: '2022-03-01' end_date: '2022-03-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 2622 covid_deaths: 249 expected_deaths: 1982.0303305358 excess_deaths: 639.969669464203 non_covid_deaths: 2373 covid_deaths_per_100k: 4.41722597499176 excess_deaths_per_100k: 11.3529744866031 excess_deaths_pct_change: 0.322885911282295 cadence: monthly month: 3 total_deaths_per_7_days: 592.064516129032 covid_deaths_per_7_days: 56.2258064516129 expected_deaths_per_7_days: 447.555235927438 excess_deaths_per_7_days: 144.509280201594 non_covid_deaths_per_7_days: 535.838709677419 covid_deaths_per_100k_per_7_days: 0.997438123385236 excess_deaths_per_100k_per_7_days: 2.56357488407166 quarter: null - rowid: 373 country: Singapore region: Singapore region_code: 0 start_date: '2022-03-01' end_date: '2022-03-31' days: 31 year: 2022 week: null population: 5637022 total_deaths: 2622 covid_deaths: 249 expected_deaths: 1982.0303305358 excess_deaths: 639.969669464203 non_covid_deaths: 2373 covid_deaths_per_100k: 4.41722597499176 excess_deaths_per_100k: 11.3529744866031 excess_deaths_pct_change: 0.322885911282297 cadence: monthly month: 3 total_deaths_per_7_days: 592.064516129032 covid_deaths_per_7_days: 56.2258064516129 expected_deaths_per_7_days: 447.555235927438 excess_deaths_per_7_days: 144.509280201594 non_covid_deaths_per_7_days: 535.838709677419 covid_deaths_per_100k_per_7_days: 0.997438123385236 excess_deaths_per_100k_per_7_days: 2.56357488407166 quarter: null