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 16977 South Africa South Africa 0 2019-12-29 2020-01-04 7 2020 1 59893884 10458 0 10254.1882845192 203.811715480837 10458 0.0 0.340288025870616 0.0198759482297097 weekly 16978 South Africa South Africa 0 2020-01-05 2020-01-11 7 2020 2 59893884 9678 0 9357.18828451883 320.811715481168 9678 0.0 0.535633513901299 0.034285055053551 weekly 16979 South Africa South Africa 0 2020-01-12 2020-01-18 7 2020 3 59893884 9256 0 9104.68828451883 151.31171548117 9256 0.0 0.252632999190986 0.0166190989469077 weekly 16980 South Africa South Africa 0 2020-01-19 2020-01-25 7 2020 4 59893884 8626 0 8877.52161785216 -251.521617852159 8626 0.0 -0.419945411875708 -0.0283324140091493 weekly 16981 South Africa South Africa 0 2020-01-26 2020-02-01 7 2020 5 59893884 9417 0 9281.68828451883 135.311715481168 9417 0.0 0.225919086297973 0.0145783516245488 weekly 16982 South Africa South Africa 0 2020-02-02 2020-02-08 7 2020 6 59893884 10095 0 9488.8549511855 606.1450488145 10095 0.0 1.01203162715996 0.063879683263445 weekly 16983 South Africa South Africa 0 2020-02-09 2020-02-15 7 2020 7 59893884 9281 0 9072.02161785217 208.978382147834 9281 0.0 0.348914393576202 0.0230354810593261 weekly 16984 South Africa South Africa 0 2020-02-16 2020-02-22 7 2020 8 59893884 9318 0 9038.02161785216 279.97838214784 9318 0.0 0.467457382038941 0.0309778393973763 weekly 16985 South Africa South Africa 0 2020-02-23 2020-02-29 7 2020 9 59893884 9020 0 9360.52161785216 -340.521617852162 9020 0.0 -0.568541552343077 -0.0363784874127875 weekly 16986 South Africa South Africa 0 2020-03-01 2020-03-07 7 2020 10 59893884 9840 0 9367.62594142258 472.374058577425 9840 0.0 0.788684965859661 0.0504262298186604 weekly 16987 South Africa South Africa 0 2020-03-08 2020-03-14 7 2020 11 59893884 9401 0 9149.02594142258 251.974058577422 9401 0.0 0.420700815758454 0.0275410803500509 weekly 16988 South Africa South Africa 0 2020-03-15 2020-03-21 7 2020 12 59893884 9119 0 9038.02594142257 80.9740585774307 9119 0.0 0.135195871714432 0.00895926379302758 weekly 16989 South Africa South Africa 0 2020-03-22 2020-03-28 7 2020 13 59893884 9045 1 9425.82594142257 -380.825941422572 9044 0.00166961955581308 -0.635834439160052 -0.0404023948446788 weekly 16990 South Africa South Africa 0 2020-03-29 2020-04-04 7 2020 14 59893884 8772 8 9696.42594142257 -924.425941422571 8764 0.0133569564465046 -1.54343962970004 -0.0953367711987029 weekly 16991 South Africa South Africa 0 2020-04-05 2020-04-11 7 2020 15 59893884 8844 16 9459.22594142258 -615.225941422583 8828 0.0267139128930092 -1.02719326304266 -0.0650397765348287 weekly 16992 South Africa South Africa 0 2020-04-12 2020-04-18 7 2020 16 59893884 8991 27 9415.82594142258 -424.825941422576 8964 0.0450797280069531 -0.709297699615834 -0.0451182874519445 weekly 16993 South Africa South Africa 0 2020-04-19 2020-04-25 7 2020 17 59893884 9120 34 9668.42594142257 -548.425941422574 9086 0.0567670648976446 -0.915662676714327 -0.0567233947640786 weekly 16994 South Africa South Africa 0 2020-04-26 2020-05-02 7 2020 18 59893884 9238 37 10207.8259414226 -969.82594142257 9201 0.0617759235650839 -1.61924035753395 -0.0950080797799576 weekly 16995 South Africa South Africa 0 2020-05-03 2020-05-09 7 2020 19 59893884 9485 63 10200.4259414226 -715.425941422573 9422 0.105186032016224 -1.19448914253511 -0.0701368693357547 weekly 16996 South Africa South Africa 0 2020-05-10 2020-05-16 7 2020 20 59893884 9607 75 10280.0259414226 -673.025941422575 9532 0.125221466685981 -1.12369727336864 -0.065469284343991 weekly 16997 South Africa South Africa 0 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11437.8259414226 1550.17405857742 12452 0.89491608191581 2.58820092311499 0.13553048162443 weekly 17003 South Africa South Africa 0 2020-06-28 2020-07-04 7 2020 27 59893884 13966 613 11647.8259414226 2318.17405857743 13353 1.02347678771342 3.87046874197945 0.199022038124161 weekly 17004 South Africa South Africa 0 2020-07-05 2020-07-11 7 2020 28 59893884 15242 945 11098.0259414226 4143.97405857742 14297 1.57779048024336 6.91886012698295 0.373397402425445 weekly 17005 South Africa South Africa 0 2020-07-12 2020-07-18 7 2020 29 59893884 16711 977 10896.6259414226 5814.37405857743 15734 1.63121830602938 9.70779263301313 0.533593984948547 weekly 17006 South Africa South Africa 0 2020-07-19 2020-07-25 7 2020 30 59893884 16559 1707 10594.8259414226 5964.17405857743 14852 2.85004058177292 9.95790164247393 0.562932708055095 weekly 17007 South Africa South Africa 0 2020-07-26 2020-08-01 7 2020 31 59893884 15637 1498 11090.6259414226 4546.37405857743 14139 2.50109009460799 7.59071503624215 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2020-09-12 7 2020 37 59893884 10487 648 10210.0259414226 276.974058577429 9839 1.08191347216687 0.462441304653792 0.027127654735303 weekly 17014 South Africa South Africa 0 2020-09-13 2020-09-19 7 2020 38 59893884 10010 513 10105.8259414226 -95.8259414225722 9497 0.856514832132109 -0.159992865753325 -0.00948224736682035 weekly 17015 South Africa South Africa 0 2020-09-20 2020-09-26 7 2020 39 59893884 10261 436 10001.0259414226 259.974058577427 9825 0.727954126334502 0.434057772204967 0.0259947389497941 weekly 17016 South Africa South Africa 0 2020-09-27 2020-10-03 7 2020 40 59893884 9941 562 10415.8259414226 -474.825941422574 9379 0.93832619036695 -0.792778677406484 -0.0455869696837261 weekly 17017 South Africa South Africa 0 2020-10-04 2020-10-10 7 2020 41 59893884 10521 735 9892.02594142257 628.974058577425 9786 1.22717037352261 1.05014738829999 0.0635839475454285 weekly 17018 South Africa South Africa 0 2020-10-11 2020-10-17 7 2020 42 59893884 10575 735 9577.82594142257 997.174058577426 9840 1.22717037352261 1.66490130875037 0.104112777228996 weekly 17019 South Africa South Africa 0 2020-10-18 2020-10-24 7 2020 43 59893884 10452 536 9606.82594142257 845.174058577426 9916 0.89491608191581 1.41111913626678 0.087976410078715 weekly 17020 South Africa South Africa 0 2020-10-25 2020-10-31 7 2020 44 59893884 10299 332 9962.42594142257 336.574058577427 9967 0.554313692529942 0.561950630180248 0.0337843473624224 weekly 17021 South Africa South Africa 0 2020-11-01 2020-11-07 7 2020 45 59893884 10480 513 9734.42594142257 745.574058577426 9967 0.856514832132109 1.2448250285078 0.0765914767921561 weekly 17022 South Africa South Africa 0 2020-11-08 2020-11-14 7 2020 46 59893884 10852 417 9458.22594142257 1393.77405857743 10435 0.696231354774053 2.32707242458584 0.147361045000348 weekly 17023 South Africa South Africa 0 2020-11-15 2020-11-21 7 2020 47 59893884 10743 639 9330.02594142257 1412.97405857743 10104 1.06688689616456 2.35912912005745 0.151443743827575 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59893884 20235 2654 10220.4259414226 10014.5740585774 17581 4.43117030112791 16.7205286913392 0.979858776529959 weekly 17030 South Africa South Africa 0 2021-01-03 2021-01-09 7 2021 1 59893884 23511 3649 10221.4635983266 13289.5364016734 19862 6.09244175916192 22.1884698639237 1.30015983267299 weekly 17031 South Africa South Africa 0 2021-01-10 2021-01-16 7 2021 2 59893884 24955 4027 9324.46359832631 15630.5364016737 20928 6.72355795125926 26.0970492440826 1.67629335852405 weekly 17032 South Africa South Africa 0 2021-01-17 2021-01-23 7 2021 3 59893884 21809 3723 9071.96359832631 12737.0364016737 18086 6.21599360629209 21.2660050593374 1.40399994594594 weekly 17033 South Africa South Africa 0 2021-01-24 2021-01-30 7 2021 4 59893884 15820 3377 8844.79693165964 6975.20306834036 12443 5.63830523998076 11.6459354486684 0.788622183441303 weekly 17034 South Africa South Africa 0 2021-01-31 2021-02-06 7 2021 5 59893884 13833 2229 9248.96359832631 4584.03640167369 11604 3.72158198990735 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2021-03-14 2021-03-20 7 2021 11 59893884 10170 821 9116.30125523006 1053.69874476994 9349 1.37075765532254 1.75927603020358 0.115584019798098 weekly 17041 South Africa South Africa 0 2021-03-21 2021-03-27 7 2021 12 59893884 10173 566 9005.30125523005 1167.69874476995 9607 0.945004668590202 1.94961265956629 0.129667926888263 weekly 17042 South Africa South Africa 0 2021-03-28 2021-04-03 7 2021 13 59893884 10623 306 9393.10125523005 1229.89874476995 10317 0.510903584078802 2.05346299593787 0.130936387392305 weekly 17043 South Africa South Africa 0 2021-04-04 2021-04-10 7 2021 14 59893884 10848 302 9663.70125523005 1184.29874476995 10546 0.504225105855549 1.97732834419279 0.122551257897071 weekly 17044 South Africa South Africa 0 2021-04-11 2021-04-17 7 2021 15 59893884 10812 455 9426.50125523006 1385.49874476994 10357 0.75967689789495 2.31325579882236 0.146979107863719 weekly 17045 South Africa South Africa 0 2021-04-18 2021-04-24 7 2021 16 59893884 10637 414 9383.10125523006 1253.89874476994 10223 0.691222496106614 2.09353386527736 0.133633722013927 weekly 17046 South Africa South Africa 0 2021-04-25 2021-05-01 7 2021 17 59893884 10930 281 9635.70125523006 1294.29874476994 10649 0.469163095183475 2.16098649533221 0.134323253750465 weekly 17047 South Africa South Africa 0 2021-05-02 2021-05-08 7 2021 18 59893884 11474 281 10175.1012552301 1298.89874476995 11193 0.469163095183475 2.16866674528897 0.127654625952961 weekly 17048 South Africa South Africa 0 2021-05-09 2021-05-15 7 2021 19 59893884 11723 496 10167.7012552301 1555.29874476995 11227 0.828131299683286 2.59675719939944 0.152964638292247 weekly 17049 South Africa South Africa 0 2021-05-16 2021-05-22 7 2021 20 59893884 11775 589 10247.3012552301 1527.69874476994 11186 0.983405918373903 2.55067569965898 0.149083032373053 weekly 17050 South Africa South Africa 0 2021-05-23 2021-05-29 7 2021 21 59893884 12298 591 10136.5012552301 2161.49874476994 11707 0.986745157485529 3.60888057413331 0.213239133537781 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59893884 18885 2631 11615.1012552301 7269.89874476995 16254 4.39276905134421 12.1379651130489 0.625900591395738 weekly 17057 South Africa South Africa 0 2021-07-11 2021-07-17 7 2021 28 59893884 21374 2538 11065.3012552301 10308.6987447699 18836 4.23749443265359 17.2116050192536 0.931623866986668 weekly 17058 South Africa South Africa 0 2021-07-18 2021-07-24 7 2021 29 59893884 20408 2812 10863.9012552301 9544.09874476994 17596 4.69497019094637 15.9350139068789 0.878514865014553 weekly 17059 South Africa South Africa 0 2021-07-25 2021-07-31 7 2021 30 59893884 19075 2525 10562.1012552301 8512.89874476994 16550 4.21578937842802 14.2133022209245 0.805985337487133 weekly 17060 South Africa South Africa 0 2021-08-01 2021-08-07 7 2021 31 59893884 17450 2610 11057.9012552301 6392.09874476994 14840 4.35770704067213 10.6723730669561 0.578057137356567 weekly 17061 South Africa South Africa 0 2021-08-08 2021-08-14 7 2021 32 59893884 15650 2246 10926.7012552301 4723.29874476994 13404 3.74996552235617 7.88611195221525 0.43227124403251 weekly 17062 South Africa South Africa 0 2021-08-15 2021-08-21 7 2021 33 59893884 15788 2382 10638.7012552301 5149.29874476995 13406 3.97703378194675 8.59736988299164 0.484015729104006 weekly 17063 South Africa South Africa 0 2021-08-22 2021-08-28 7 2021 34 59893884 14887 2210 10439.5012552301 4447.49874476994 12677 3.6898592183469 7.42563087872201 0.426025979214452 weekly 17064 South Africa South Africa 0 2021-08-29 2021-09-04 7 2021 35 59893884 14706 1882 10418.7012552301 4287.29874476995 12824 3.14222400404021 7.15815782588077 0.411500305051718 weekly 17065 South Africa South Africa 0 2021-09-05 2021-09-11 7 2021 36 59893884 13691 1408 10692.7012552301 2998.29874476995 12283 2.35082433458481 5.00601821843771 0.280406108166853 weekly 17066 South Africa South Africa 0 2021-09-12 2021-09-18 7 2021 37 59893884 12181 1365 10177.3012552301 2003.69874476995 10816 2.27903069368485 3.34541460822602 0.196879181869575 weekly 17067 South Africa South Africa 0 2021-09-19 2021-09-25 7 2021 38 59893884 11801 885 10073.1012552301 1727.89874476995 10916 1.47761330689457 2.88493353473278 0.171535925331114 weekly 17068 South Africa South Africa 0 2021-09-26 2021-10-02 7 2021 39 59893884 11161 752 9968.30125523006 1192.69874476994 10409 1.25555390597143 1.9913531484616 0.119649147255072 weekly 17069 South Africa South Africa 0 2021-10-03 2021-10-09 7 2021 40 59893884 11159 539 10383.1012552301 775.898744769944 10620 0.899924940583249 1.29545571759872 0.0747270710067545 weekly 17070 South Africa South Africa 0 2021-10-10 2021-10-16 7 2021 41 59893884 11036 295 9859.30125523006 1176.69874476994 10741 0.492537768964858 1.96463923556859 0.119349101351958 weekly 17071 South Africa South Africa 0 2021-10-17 2021-10-23 7 2021 42 59893884 10459 327 9545.10125523006 913.898744769944 10132 0.545965594750876 1.52586321630092 0.0957453169257043 weekly 17072 South Africa South Africa 0 2021-10-24 2021-10-30 7 2021 43 59893884 10054 249 9574.10125523006 479.898744769944 9805 0.415735269397456 0.801248329078047 0.0501246782310543 weekly 17073 South Africa South Africa 0 2021-10-31 2021-11-06 7 2021 44 59893884 11146 156 9929.70125523005 1216.29874476995 10990 0.26046065070684 2.03075616997881 0.122490970625055 weekly 17074 South Africa South Africa 0 2021-11-07 2021-11-13 7 2021 45 59893884 10984 157 9701.70125523006 1282.29874476994 10827 0.262130270262653 2.14095106066245 0.132172565515627 weekly 17075 South Africa South Africa 0 2021-11-14 2021-11-20 7 2021 46 59893884 10367 96 9425.50125523005 941.498744769946 10271 0.160283477358055 1.57194471604137 0.0998884535978952 weekly 17076 South Africa South Africa 0 2021-11-21 2021-11-27 7 2021 47 59893884 10173 219 9297.30125523006 875.698744769945 9954 0.365646682723064 1.46208374926887 0.0941884876837058 weekly