- 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: 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: 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: 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: 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: 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: 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: 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