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
600,Hong Kong,Hong Kong,0,2020-01-01,2020-01-31,31,2020,,7488863,4749,0,4726.74692270266,22.2530772973414,4749,0.0,0.297148943669305,0.00470790538635768,monthly,1,1072.35483870968,0.0,1067.3299502877,5.02488842198032,1072.35483870968,0.0,0.0670981485704882,
601,Hong Kong,Hong Kong,0,2020-02-01,2020-02-29,29,2020,,7488863,4789,2,4632.24404904136,156.755950958635,4787,0.026706323777054,2.09318759014066,0.0338401753662085,monthly,2,1155.96551724138,0.482758620689655,1118.12787390654,37.837643334843,1155.48275862069,0.00644635401515097,0.505252176930504,
602,Hong Kong,Hong Kong,0,2020-03-01,2020-03-31,31,2020,,7488863,4171,2,4463.89630724321,-292.896307243212,4169,0.026706323777054,-3.91109180717035,-0.0656144961897864,monthly,3,941.83870967742,0.451612903225806,1007.97658550653,-66.1378758291123,941.387096774193,0.00603046020772187,-0.883149762909434,
603,Hong Kong,Hong Kong,0,2020-04-01,2020-04-30,30,2020,,7488863,3899,0,4070.08029733214,-171.08029733214,3899,0.0,-2.2844629062134,-0.0420336418041384,monthly,4,909.766666666667,0.0,949.685402710833,-39.918736044166,909.766666666667,0.0,-0.533041344783127,
604,Hong Kong,Hong Kong,0,2020-05-01,2020-05-31,31,2020,,7488863,4091,0,4048.69630724321,42.3036927567882,4091,0.0,0.5648880578639,0.0104487196733196,monthly,5,923.774193548387,0.0,914.221746796854,9.55244675153283,923.774193548387,0.0,0.127555367904752,
605,Hong Kong,Hong Kong,0,2020-06-01,2020-06-30,30,2020,,7488863,3728,3,3819.08029733214,-91.0802973321402,3725,0.040059485665581,-1.21620995513124,-0.0238487515949234,monthly,6,869.866666666667,0.7,891.118736044166,-21.2520693774994,869.166666666667,0.0093472133219689,-0.283782322863956,
606,Hong Kong,Hong Kong,0,2020-07-01,2020-07-31,31,2020,,7488863,4117,20,3977.49630724321,139.503692756789,4097,0.26706323777054,1.86281539342873,0.0350732425578237,monthly,7,929.645161290323,4.51612903225806,898.144327442015,31.5008338483072,925.129032258065,0.0603046020772187,0.420635734000037,
607,Hong Kong,Hong Kong,0,2020-08-01,2020-08-31,31,2020,,7488863,4177,62,3873.89630724321,303.103692756789,4115,0.827896037088674,4.04739267839175,0.0782425931716502,monthly,8,943.193548387097,14.0,874.750779054919,68.4427693321781,929.193548387097,0.186944266439378,0.913927378991686,
608,Hong Kong,Hong Kong,0,2020-09-01,2020-09-30,30,2020,,7488863,3849,16,3665.88029733214,183.11970266786,3833,0.213650590216432,2.44522703470286,0.0499524501116759,monthly,9,898.1,3.73333333333333,855.372069377499,42.7279306225006,894.366666666667,0.0498518043838341,0.570552974764001,
609,Hong Kong,Hong Kong,0,2020-10-01,2020-10-31,31,2020,,7488863,4184,0,3941.49630724321,242.503692756788,4184,0.0,3.23819106794701,0.0615257947371775,monthly,10,944.774193548387,0.0,890.015295183951,54.7588983644361,944.774193548387,0.0,0.731204434697712,
610,Hong Kong,Hong Kong,0,2020-11-01,2020-11-30,30,2020,,7488863,4125,4,3824.28029733214,300.719702667859,4121,0.053412647554108,4.01555887279362,0.0786343257521276,monthly,11,962.5,0.933333333333333,892.3320693775,70.1679306225004,961.566666666667,0.0124629510959585,0.936963736985179,
611,Hong Kong,Hong Kong,0,2020-12-01,2020-12-31,31,2020,,7488863,4787,39,4407.89630724321,379.103692756788,4748,0.520773313652553,5.0622329819198,0.0860055832379341,monthly,12,1080.93548387097,8.80645161290323,995.331424216209,85.6040596547587,1072.12903225806,0.117593974050577,1.14308486688512,
612,Hong Kong,Hong Kong,0,2021-01-01,2021-01-31,31,2021,,7488863,5278,33,4784.77902511707,493.22097488293,5245,0.440654342321391,6.58605952442888,0.103081244148127,monthly,1,1191.8064516129,7.45161290322581,1080.43397341353,111.372478199371,1184.35483870968,0.0995025934274109,1.48717473132265,
613,Hong Kong,Hong Kong,0,2021-02-01,2021-02-28,28,2021,,7488863,4124,18,4524.92758812949,-400.927588129485,4106,0.240356913993486,-5.35365098986969,-0.0886041998067024,monthly,2,1031.0,4.5,1131.23189703237,-100.231897032371,1026.5,0.0600892284983715,-1.33841274746742,
614,Hong Kong,Hong Kong,0,2021-03-01,2021-03-31,31,2021,,7488863,4318,6,4521.92840965762,-203.928409657623,4312,0.080118971331162,-2.72308906782809,-0.0450976643553416,monthly,3,975.032258064516,1.35483870967742,1021.08060863237,-46.0483505678503,973.677419354839,0.0180913806231656,-0.61489107983215,
615,Hong Kong,Hong Kong,0,2021-04-01,2021-04-30,30,2021,,7488863,4096,4,4126.24039644286,-30.2403964428613,4092,0.053412647554108,-0.403804909274763,-0.00732880141179626,monthly,4,955.733333333333,0.933333333333333,962.789425836668,-7.05609250333431,954.8,0.0124629510959585,-0.0942211454974447,
616,Hong Kong,Hong Kong,0,2021-05-01,2021-05-31,31,2021,,7488863,4173,1,4106.72840965762,66.2715903423768,4172,0.013353161888527,0.884935274451901,0.0161373199616826,monthly,5,942.290322580645,0.225806451612903,927.325769922689,14.9645526579561,942.064516129032,0.00301523010386094,0.199824094231074,
617,Hong Kong,Hong Kong,0,2021-06-01,2021-06-30,30,2021,,7488863,4022,1,3875.24039644286,146.75960355714,4021,0.013353161888527,1.95970474499453,0.0378710966400568,monthly,6,938.466666666667,0.233333333333333,904.222759170001,34.2439074966659,938.233333333333,0.00311573777398963,0.457264440498723,
618,Hong Kong,Hong Kong,0,2021-07-01,2021-07-31,31,2021,,7488863,4141,1,4035.52840965762,105.471590342378,4140,0.013353161888527,1.40837922048217,0.0261357571142278,monthly,7,935.064516129032,0.225806451612903,911.24835056785,23.816165561182,934.83870967742,0.00301523010386094,0.318021114302425,
619,Hong Kong,Hong Kong,0,2021-08-01,2021-08-31,31,2021,,7488863,4063,0,3931.92840965762,131.071590342377,4063,0.0,1.75022016482846,0.0333351924771668,monthly,8,917.451612903226,0.0,887.854802180753,29.5968107224723,917.451612903226,0.0,0.395211004961265,
620,Hong Kong,Hong Kong,0,2021-09-01,2021-09-30,30,2021,,7488863,3877,1,3722.04039644286,154.959603557139,3876,0.013353161888527,2.06920067248044,0.041632971986342,monthly,9,904.633333333333,0.233333333333333,868.476092503334,36.1572408299991,904.4,0.00311573777398963,0.482813490245436,
621,Hong Kong,Hong Kong,0,2021-10-01,2021-10-31,31,2021,,7488863,4256,0,3999.52840965762,256.471590342377,4256,0.0,3.42470666564974,0.0641254578222465,monthly,10,961.032258064516,0.0,903.119318309786,57.9129397547303,961.032258064516,0.0,0.773320859985425,
622,Hong Kong,Hong Kong,0,2021-11-01,2021-11-30,30,2021,,7488863,4252,0,3880.44039644286,371.559603557138,4252,0.0,4.96149553753538,0.0957519161736746,monthly,11,992.133333333333,0.0,905.436092503334,86.6972408299989,992.133333333333,0.0,1.15768229209159,
623,Hong Kong,Hong Kong,0,2021-12-01,2021-12-31,31,2021,,7488863,4754,0,4465.92840965762,288.071590342377,4754,0.0,3.84666658132719,0.0645043009913502,monthly,12,1073.48387096774,0.0,1008.43544734204,65.048423625698,1073.48387096774,0.0,0.86860213126743,
624,Hong Kong,Hong Kong,0,2022-01-01,2022-01-31,31,2022,,7488863,4736,0,4842.81112753148,-106.811127531481,4736,0.0,-1.42626627742397,-0.0220556046310082,monthly,1,1069.41935483871,0.0,1093.53799653937,-24.1186417006571,1069.41935483871,0.0,-0.322060127160252,
625,Hong Kong,Hong Kong,0,2022-02-01,2022-02-28,28,2022,,7488863,6092,531,4577.34368063282,1514.65631936718,5561,7.09052896280784,20.2254510379904,0.330902904620387,monthly,2,1523.0,132.75,1144.33592015821,378.664079841794,1390.25,1.77263224070196,5.05636275949759,
626,Hong Kong,Hong Kong,0,2022-03-01,2022-03-31,31,2022,,7488863,12216,7081,4579.96051207203,7636.03948792797,5135,94.5537393326597,101.965271469487,1.66727190503075,monthly,3,2758.45161290323,1598.93548387097,1034.1846317582,1724.26698114502,1159.51612903226,21.3508443654393,23.0244161382713,
627,Hong Kong,Hong Kong,0,2022-04-01,2022-04-30,30,2022,,7488863,5552,1483,4182.40049555358,1369.59950444642,4069,19.8027390806855,18.2884839053194,0.327467325499429,monthly,4,1295.46666666667,346.033333333333,975.893448962503,319.573217704164,949.433333333333,4.62063911882663,4.26731291124119,
628,Hong Kong,Hong Kong,0,2022-05-01,2022-05-31,31,2022,,7488863,4255,70,4164.76051207203,90.2394879279655,4185,0.93472133219689,1.2049824910399,0.0216673894372548,monthly,5,960.806451612903,15.8064516129032,940.429793048524,20.3766585643793,945.0,0.211066107270266,0.272092820557397,
629,Hong Kong,Hong Kong,0,2022-06-01,2022-06-30,30,2022,,7488863,3496,23,3931.40049555358,-435.400495553581,3473,0.307122723436121,-5.81397330347185,-0.110749463466268,monthly,6,815.733333333333,5.36666666666667,917.326782295836,-101.593448962502,810.366666666667,0.0716619688017616,-1.3565937708101,
630,Hong Kong,Hong Kong,0,2022-07-01,2022-07-31,31,2022,,7488863,3952,102,4093.56051207203,-141.560512072034,3850,1.36202251262975,-1.89028043472065,-0.0345812677385781,monthly,7,892.387096774194,23.0322580645161,924.352373693685,-31.9652769194915,869.354838709677,0.307553470593815,-0.426837517517566,
631,Hong Kong,Hong Kong,0,2022-08-01,2022-08-31,31,2022,,7488863,4191,187,3989.96051207203,201.039487927966,4004,2.49704127315455,2.6845128282887,0.0503863352330682,monthly,8,946.354838709677,42.2258064516129,900.958825306588,45.3960134030891,904.129032258065,0.563848029421995,0.606180316065191,
632,Hong Kong,Hong Kong,0,2022-09-01,2022-09-30,30,2022,,7488863,4252,471,3778.20049555358,473.799504446418,3781,6.28933924949622,6.32672148557689,0.125403483749477,monthly,9,992.133333333333,109.9,881.580115629169,110.553217704164,882.233333333333,1.46751249154912,1.47623501330128,
21970,Hong Kong,Hong Kong,0,2020-01-01,2020-01-31,31,2020,,7488863,4749,0,4726.74692270266,22.2530772973414,4749,0.0,0.297148943669305,0.00470790538635724,monthly,1,1072.35483870968,0.0,1067.3299502877,5.02488842198032,1072.35483870968,0.0,0.0670981485704882,
21971,Hong Kong,Hong Kong,0,2020-02-01,2020-02-29,29,2020,,7488863,4789,2,4632.24404904136,156.755950958635,4787,0.026706323777054,2.09318759014065,0.0338401753662094,monthly,2,1155.96551724138,0.482758620689655,1118.12787390654,37.837643334843,1155.48275862069,0.00644635401515097,0.505252176930504,
21972,Hong Kong,Hong Kong,0,2020-03-01,2020-03-31,31,2020,,7488863,4171,2,4463.89630724321,-292.896307243212,4169,0.026706323777054,-3.91109180717035,-0.0656144961897861,monthly,3,941.83870967742,0.451612903225806,1007.97658550653,-66.1378758291123,941.387096774193,0.00603046020772187,-0.883149762909434,
21973,Hong Kong,Hong Kong,0,2020-04-01,2020-04-30,30,2020,,7488863,3899,0,4070.08029733214,-171.08029733214,3899,0.0,-2.2844629062134,-0.0420336418041384,monthly,4,909.766666666667,0.0,949.685402710833,-39.918736044166,909.766666666667,0.0,-0.533041344783127,
21974,Hong Kong,Hong Kong,0,2020-05-01,2020-05-31,31,2020,,7488863,4091,0,4048.69630724321,42.3036927567882,4091,0.0,0.5648880578639,0.0104487196733201,monthly,5,923.774193548387,0.0,914.221746796854,9.55244675153283,923.774193548387,0.0,0.127555367904752,
21975,Hong Kong,Hong Kong,0,2020-06-01,2020-06-30,30,2020,,7488863,3728,3,3819.08029733214,-91.0802973321402,3725,0.040059485665581,-1.21620995513124,-0.0238487515949234,monthly,6,869.866666666667,0.7,891.118736044166,-21.2520693774994,869.166666666667,0.0093472133219689,-0.283782322863956,
21976,Hong Kong,Hong Kong,0,2020-07-01,2020-07-31,31,2020,,7488863,4117,20,3977.49630724321,139.503692756789,4097,0.26706323777054,1.86281539342874,0.035073242557824,monthly,7,929.645161290323,4.51612903225806,898.144327442015,31.5008338483072,925.129032258065,0.0603046020772187,0.420635734000037,
21977,Hong Kong,Hong Kong,0,2020-08-01,2020-08-31,31,2020,,7488863,4177,62,3873.89630724321,303.103692756789,4115,0.827896037088674,4.04739267839175,0.0782425931716506,monthly,8,943.193548387097,14.0,874.750779054919,68.4427693321781,929.193548387097,0.186944266439378,0.913927378991686,
21978,Hong Kong,Hong Kong,0,2020-09-01,2020-09-30,30,2020,,7488863,3849,16,3665.88029733214,183.11970266786,3833,0.213650590216432,2.44522703470286,0.0499524501116761,monthly,9,898.1,3.73333333333333,855.372069377499,42.7279306225006,894.366666666667,0.0498518043838341,0.570552974764001,
21979,Hong Kong,Hong Kong,0,2020-10-01,2020-10-31,31,2020,,7488863,4184,0,3941.49630724321,242.503692756788,4184,0.0,3.238191067947,0.0615257947371777,monthly,10,944.774193548387,0.0,890.015295183951,54.7588983644361,944.774193548387,0.0,0.731204434697712,
21980,Hong Kong,Hong Kong,0,2020-11-01,2020-11-30,30,2020,,7488863,4125,4,3824.28029733214,300.719702667859,4121,0.053412647554108,4.01555887279363,0.0786343257521278,monthly,11,962.5,0.933333333333333,892.3320693775,70.1679306225004,961.566666666667,0.0124629510959585,0.936963736985179,
21981,Hong Kong,Hong Kong,0,2020-12-01,2020-12-31,31,2020,,7488863,4787,39,4407.89630724321,379.103692756788,4748,0.520773313652553,5.06223298191979,0.0860055832379345,monthly,12,1080.93548387097,8.80645161290323,995.331424216209,85.6040596547587,1072.12903225806,0.117593974050577,1.14308486688512,
21982,Hong Kong,Hong Kong,0,2021-01-01,2021-01-31,31,2021,,7488863,5278,33,4784.77902511707,493.22097488293,5245,0.440654342321391,6.58605952442888,0.103081244148127,monthly,1,1191.8064516129,7.45161290322581,1080.43397341353,111.372478199371,1184.35483870968,0.0995025934274109,1.48717473132265,
21983,Hong Kong,Hong Kong,0,2021-02-01,2021-02-28,28,2021,,7488863,4124,18,4524.92758812949,-400.927588129485,4106,0.240356913993486,-5.35365098986969,-0.0886041998067034,monthly,2,1031.0,4.5,1131.23189703237,-100.231897032371,1026.5,0.0600892284983715,-1.33841274746742,
21984,Hong Kong,Hong Kong,0,2021-03-01,2021-03-31,31,2021,,7488863,4318,6,4521.92840965762,-203.928409657623,4312,0.080118971331162,-2.72308906782809,-0.045097664355341,monthly,3,975.032258064516,1.35483870967742,1021.08060863237,-46.0483505678503,973.677419354839,0.0180913806231656,-0.61489107983215,
21985,Hong Kong,Hong Kong,0,2021-04-01,2021-04-30,30,2021,,7488863,4096,4,4126.24039644286,-30.2403964428613,4092,0.053412647554108,-0.403804909274763,-0.00732880141179604,monthly,4,955.733333333333,0.933333333333333,962.789425836668,-7.05609250333431,954.8,0.0124629510959585,-0.0942211454974447,
21986,Hong Kong,Hong Kong,0,2021-05-01,2021-05-31,31,2021,,7488863,4173,1,4106.72840965762,66.2715903423768,4172,0.013353161888527,0.8849352744519,0.0161373199616832,monthly,5,942.290322580645,0.225806451612903,927.325769922689,14.9645526579561,942.064516129032,0.00301523010386094,0.199824094231074,
21987,Hong Kong,Hong Kong,0,2021-06-01,2021-06-30,30,2021,,7488863,4022,1,3875.24039644286,146.75960355714,4021,0.013353161888527,1.95970474499453,0.0378710966400568,monthly,6,938.466666666667,0.233333333333333,904.222759170001,34.2439074966659,938.233333333333,0.00311573777398963,0.457264440498723,
21988,Hong Kong,Hong Kong,0,2021-07-01,2021-07-31,31,2021,,7488863,4141,1,4035.52840965762,105.471590342378,4140,0.013353161888527,1.40837922048217,0.0261357571142284,monthly,7,935.064516129032,0.225806451612903,911.24835056785,23.816165561182,934.83870967742,0.00301523010386094,0.318021114302425,
21989,Hong Kong,Hong Kong,0,2021-08-01,2021-08-31,31,2021,,7488863,4063,0,3931.92840965762,131.071590342377,4063,0.0,1.75022016482845,0.0333351924771677,monthly,8,917.451612903226,0.0,887.854802180753,29.5968107224723,917.451612903226,0.0,0.395211004961265,
21990,Hong Kong,Hong Kong,0,2021-09-01,2021-09-30,30,2021,,7488863,3877,1,3722.04039644286,154.959603557139,3876,0.013353161888527,2.06920067248044,0.0416329719863422,monthly,9,904.633333333333,0.233333333333333,868.476092503334,36.1572408299991,904.4,0.00311573777398963,0.482813490245436,
21991,Hong Kong,Hong Kong,0,2021-10-01,2021-10-31,31,2021,,7488863,4256,0,3999.52840965762,256.471590342377,4256,0.0,3.42470666564974,0.0641254578222474,monthly,10,961.032258064516,0.0,903.119318309786,57.9129397547303,961.032258064516,0.0,0.773320859985425,
21992,Hong Kong,Hong Kong,0,2021-11-01,2021-11-30,30,2021,,7488863,4252,0,3880.44039644286,371.559603557138,4252,0.0,4.96149553753538,0.0957519161736753,monthly,11,992.133333333333,0.0,905.436092503334,86.6972408299989,992.133333333333,0.0,1.15768229209159,
21993,Hong Kong,Hong Kong,0,2021-12-01,2021-12-31,31,2021,,7488863,4754,0,4465.92840965762,288.071590342377,4754,0.0,3.84666658132719,0.0645043009913508,monthly,12,1073.48387096774,0.0,1008.43544734204,65.048423625698,1073.48387096774,0.0,0.86860213126743,
21994,Hong Kong,Hong Kong,0,2022-01-01,2022-01-31,31,2022,,7488863,4736,0,4842.81112753148,-106.811127531481,4736,0.0,-1.42626627742397,-0.022055604631008,monthly,1,1069.41935483871,0.0,1093.53799653937,-24.1186417006571,1069.41935483871,0.0,-0.322060127160252,
21995,Hong Kong,Hong Kong,0,2022-02-01,2022-02-28,28,2022,,7488863,6092,531,4577.34368063282,1514.65631936718,5561,7.09052896280784,20.2254510379904,0.330902904620388,monthly,2,1523.0,132.75,1144.33592015821,378.664079841794,1390.25,1.77263224070196,5.05636275949759,
21996,Hong Kong,Hong Kong,0,2022-03-01,2022-03-31,31,2022,,7488863,12216,7081,4579.96051207203,7636.03948792797,5135,94.5537393326597,101.965271469487,1.66727190503076,monthly,3,2758.45161290323,1598.93548387097,1034.1846317582,1724.26698114502,1159.51612903226,21.3508443654393,23.0244161382713,
21997,Hong Kong,Hong Kong,0,2022-04-01,2022-04-30,30,2022,,7488863,5552,1483,4182.40049555358,1369.59950444642,4069,19.8027390806855,18.2884839053194,0.32746732549943,monthly,4,1295.46666666667,346.033333333333,975.893448962503,319.573217704164,949.433333333333,4.62063911882663,4.26731291124119,
21998,Hong Kong,Hong Kong,0,2022-05-01,2022-05-31,31,2022,,7488863,4255,70,4164.76051207203,90.2394879279655,4185,0.93472133219689,1.2049824910399,0.0216673894372559,monthly,5,960.806451612903,15.8064516129032,940.429793048524,20.3766585643793,945.0,0.211066107270266,0.272092820557397,
21999,Hong Kong,Hong Kong,0,2022-06-01,2022-06-30,30,2022,,7488863,3496,23,3931.40049555358,-435.400495553581,3473,0.307122723436121,-5.81397330347185,-0.110749463466268,monthly,6,815.733333333333,5.36666666666667,917.326782295836,-101.593448962502,810.366666666667,0.0716619688017616,-1.3565937708101,
22000,Hong Kong,Hong Kong,0,2022-07-01,2022-07-31,31,2022,,7488863,3952,102,4093.56051207203,-141.560512072034,3850,1.36202251262975,-1.89028043472065,-0.0345812677385773,monthly,7,892.387096774194,23.0322580645161,924.352373693685,-31.9652769194915,869.354838709677,0.307553470593815,-0.426837517517566,
22001,Hong Kong,Hong Kong,0,2022-08-01,2022-08-31,31,2022,,7488863,4191,187,3989.96051207203,201.039487927966,4004,2.49704127315455,2.6845128282887,0.0503863352330693,monthly,8,946.354838709677,42.2258064516129,900.958825306588,45.3960134030891,904.129032258065,0.563848029421995,0.606180316065191,
22002,Hong Kong,Hong Kong,0,2022-09-01,2022-09-30,30,2022,,7488863,4252,471,3778.20049555358,473.799504446418,3781,6.28933924949622,6.32672148557689,0.125403483749477,monthly,9,992.133333333333,109.9,881.580115629169,110.553217704164,882.233333333333,1.46751249154912,1.47623501330128,