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,