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 17085 South Africa South Africa 0 2022-01-23 2022-01-29 7 2022 4 59893884 9837 1070 8812.07224546712 1024.92775453288 8767 1.78649292471999 1.71123942226368 0.116309504278077 weekly 19428 South Africa South Africa 0 2022-01-24 2022-01-30 7 2022 4 59893884 9837 1073 8819.86384180781 1017.13615819219 8764 1.79150178338743 1.69823042064226 0.115323340182506 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 19376 South Africa South Africa 0 2021-01-25 2021-01-31 7 2021 4 59893884 15820 3290 8850.85706214684 6969.14293785316 12530 5.49304833862503 11.6358173362962 0.787397524207982 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 19323 South Africa South Africa 0 2020-01-20 2020-01-26 7 2020 4 59893884 8626 0 8881.85028248587 -255.850282485866 8626 0.0 -0.427172634998702 -0.0288059665890088 weekly 17089 South Africa South Africa 0 2022-02-20 2022-02-26 7 2022 8 59893884 9762 574 8972.57224546712 789.427754532875 9188 0.958361625036707 1.31804401686969 0.0879823235674355 weekly 17093 South Africa South Africa 0 2022-03-20 2022-03-26 7 2022 12 59893884 9831 86 8972.57656903753 858.423430962466 9745 0.143587281799925 1.43324054750309 0.0956718980727016 weekly 19432 South Africa South Africa 0 2022-02-21 2022-02-27 7 2022 8 59893884 9762 562 8980.36384180781 781.63615819219 9200 0.93832619036695 1.30503501524829 0.0870383619150603 weekly 19436 South Africa South Africa 0 2022-03-21 2022-03-27 7 2022 12 59893884 9831 85 8981.23389830497 849.766101695031 9746 0.141917662244112 1.41878610125707 0.0946157411461479 weekly 17037 South Africa South Africa 0 2021-02-21 2021-02-27 7 2021 8 59893884 10722 1001 9005.29693165964 1716.70306834036 9721 1.67128917536889 2.86624101442538 0.190632588949399 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 17088 South Africa South Africa 0 2022-02-13 2022-02-19 7 2022 7 59893884 9603 1632 9006.57224546713 596.42775453287 7971 2.72481911508694 0.995807442597762 0.0662213923652299 weekly 19380 South Africa South Africa 0 2021-02-22 2021-02-28 7 2021 8 59893884 10722 940 9011.35706214684 1710.64293785316 9782 1.56944238246429 2.85612290205316 0.189831889476324 weekly 19384 South Africa South Africa 0 2021-03-22 2021-03-28 7 2021 12 59893884 10173 552 9012.227118644 1160.772881356 9621 0.921629994808819 1.93804910256947 0.12879978123883 weekly 19431 South Africa South Africa 0 2022-02-14 2022-02-20 7 2022 7 59893884 9603 1674 9014.36384180781 588.636158192188 7929 2.79494313643109 0.982798440976358 0.0652998002434899 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 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 17084 South Africa South Africa 0 2022-01-16 2022-01-22 7 2022 3 59893884 10369 785 9039.23891213379 1329.76108786621 9584 1.31065135131327 2.2201951168607 0.147109850817331 weekly 17036 South Africa South Africa 0 2021-02-14 2021-02-20 7 2021 7 59893884 11441 1119 9039.29693165965 2401.70306834035 10322 1.86830428295483 4.00993041015732 0.265695782149662 weekly 19327 South Africa South Africa 0 2020-02-17 2020-02-23 7 2020 8 59893884 9318 0 9042.35028248587 275.649717514134 9318 0.0 0.460230158915949 0.0304842998670423 weekly 19331 South Africa South Africa 0 2020-03-16 2020-03-22 7 2020 12 59893884 9119 0 9043.22033898302 75.7796610169753 9119 0.0 0.126523203966828 0.00837972073845283 weekly 19379 South Africa South Africa 0 2021-02-15 2021-02-21 7 2021 7 59893884 11441 1154 9045.35706214685 2395.64293785315 10287 1.92674096740829 3.99981229778512 0.26484780218113 weekly 19427 South Africa South Africa 0 2022-01-17 2022-01-23 7 2022 3 59893884 10369 813 9047.03050847447 1321.96949152553 9556 1.35740069887603 2.20718611523929 0.146121922578599 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 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 19326 South Africa South Africa 0 2020-02-10 2020-02-16 7 2020 7 59893884 9281 0 9076.35028248587 204.649717514132 9281 0.0 0.341687170453217 0.0225475781723667 weekly 19375 South Africa South Africa 0 2021-01-18 2021-01-24 7 2021 3 59893884 21809 3769 9078.02372881351 12730.9762711865 18040 6.29279610585949 21.2558869469652 1.40239513042674 weekly 17092 South Africa South Africa 0 2022-03-13 2022-03-19 7 2022 11 59893884 9688 167 9083.57656903754 604.423430962457 9521 0.278826465820784 1.00915718032655 0.0665402472658965 weekly 19435 South Africa South Africa 0 2022-03-14 2022-03-20 7 2022 11 59893884 9688 156 9092.23389830497 595.766101695028 9532 0.26046065070684 0.994702734080541 0.0655247223464075 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 19322 South Africa South Africa 0 2020-01-13 2020-01-19 7 2020 3 59893884 9256 0 9109.01694915253 146.98305084747 9256 0.0 0.245405776068003 0.0161359948793536 weekly 17040 South Africa South Africa 0 2021-03-14 2021-03-20 7 2021 11 59893884 10170 821 9116.30125523006 1053.69874476994 9349 1.37075765532254 1.75927603020358 0.115584019798098 weekly 19383 South Africa South Africa 0 2021-03-15 2021-03-21 7 2021 11 59893884 10170 785 9123.22711864401 1046.77288135599 9385 1.31065135131327 1.74771247320677 0.114737128402387 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 19330 South Africa South Africa 0 2020-03-09 2020-03-15 7 2020 11 59893884 9401 0 9154.22033898303 246.779661016972 9401 0.0 0.412028148010858 0.026958020659178 weekly 17086 South Africa South Africa 0 2022-01-30 2022-02-05 7 2022 5 59893884 10226 912 9216.2389121338 1009.7610878662 9314 1.52269303490153 1.68591685900049 0.109563249986584 weekly 19429 South Africa South Africa 0 2022-01-31 2022-02-06 7 2022 5 59893884 10226 813 9224.03050847448 1001.96949152552 9413 1.35740069887603 1.67290785737909 0.108625994960118 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 7.65359682079341 0.49562703463372 weekly 19377 South Africa South Africa 0 2021-02-01 2021-02-07 7 2021 5 59893884 13833 2126 9255.02372881351 4577.97627118649 11707 3.5496111756586 7.64347870842119 0.494647707594087 weekly 17128 South Africa South Africa 0 2022-11-20 2022-11-26 7 2022 47 59893884 9533 33 9264.57656903754 268.423430962463 9500 0.0550974453418316 0.44816500957337 0.0289730921820581 weekly 19471 South Africa South Africa 0 2022-11-21 2022-11-27 7 2022 47 59893884 9533 33 9273.23389830497 259.766101695033 9500 0.0550974453418316 0.433710563327356 0.0280124608678873 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 19324 South Africa South Africa 0 2020-01-27 2020-02-02 7 2020 5 59893884 9417 0 9286.01694915254 130.983050847464 9417 0.0 0.218691863174985 0.0141054072553053 weekly 17083 South Africa South Africa 0 2022-01-09 2022-01-15 7 2022 2 59893884 11364 907 9291.7389121338 2072.2610878662 10457 1.51434493712246 3.45988763705189 0.223021880776277 weekly 17090 South Africa South Africa 0 2022-02-27 2022-03-05 7 2022 9 59893884 10114 352 9295.07224546713 818.927754532873 9762 0.587706083646203 1.36729779376618 0.0881034308186504 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 19426 South Africa South Africa 0 2022-01-10 2022-01-16 7 2022 2 59893884 11364 911 9299.53050847448 2064.46949152552 10453 1.52102341534571 3.4468786354305 0.221997173905093 weekly 17091 South Africa South Africa 0 2022-03-06 2022-03-12 7 2022 10 59893884 10099 169 9302.17656903754 796.82343096246 9930 0.28216570493241 1.33039198286499 0.0856598909995647 weekly 19419 South Africa South Africa 0 2021-11-22 2021-11-28 7 2021 47 59893884 10173 223 9304.227118644 868.772881355999 9950 0.372325160946316 1.45052019227205 0.0933739976762964 weekly 19434 South Africa South Africa 0 2022-03-07 2022-03-13 7 2022 10 59893884 10099 182 9310.83389830497 788.166101695035 9917 0.30387075915798 1.31593753661899 0.084650430917742 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 17038 South Africa South Africa 0 2021-02-28 2021-03-06 7 2021 9 59893884 10965 706 9327.79693165965 1637.20306834035 10259 1.17875140640403 2.73350625973822 0.17551872969956 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 weekly 19374 South Africa South Africa 0 2021-01-11 2021-01-17 7 2021 2 59893884 24955 3942 9330.52372881351 15624.4762711865 21013 6.58164028901515 26.0869311317104 1.67455511880182 weekly 17039 South Africa South Africa 0 2021-03-07 2021-03-13 7 2021 10 59893884 10922 614 9334.90125523006 1587.09874476994 10308 1.02514640726923 2.64985110127428 0.170017732526173 weekly 19366 South Africa South Africa 0 2020-11-16 2020-11-22 7 2020 47 59893884 10743 662 9335.22033898302 1407.77966101698 10081 1.10528814594826 2.35045645230985 0.150803045873295 weekly 19382 South Africa South Africa 0 2021-03-08 2021-03-14 7 2021 10 59893884 10922 648 9341.827118644 1580.172881356 10274 1.08191347216687 2.63828754427748 0.169150302321733 weekly 17097 South Africa South Africa 0 2022-04-17 2022-04-23 7 2022 16 59893884 10427 154 9350.37656903754 1076.62343096246 10273 0.257121411595214 1.79755153458149 0.115142253685006 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 19440 South Africa South Africa 0 2022-04-18 2022-04-24 7 2022 16 59893884 10427 156 9359.03389830497 1067.96610169503 10271 0.26046065070684 1.78309708833548 0.114110720540125 weekly 17094 South Africa South Africa 0 2022-03-27 2022-04-02 7 2022 13 59893884 10102 67 9360.37656903754 741.623430962463 10035 0.111864510239476 1.23822898338412 0.079230084974959 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 19321 South Africa South Africa 0 2020-01-06 2020-01-12 7 2020 2 59893884 9678 0 9361.51694915253 316.483050847468 9678 0.0 0.528406290778317 0.0338068127811399 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 19437 South Africa South Africa 0 2022-03-28 2022-04-03 7 2022 13 59893884 10102 84 9369.03389830496 732.966101695036 10018 0.140248042688299 1.22377453713811 0.0782328369873486 weekly 19433 South Africa South Africa 0 2022-02-28 2022-03-06 7 2022 9 59893884 10114 314 9371.83389830497 742.166101695035 9800 0.524260540525306 1.23913503705159 0.0791911284118327 weekly 19329 South Africa South Africa 0 2020-03-02 2020-03-08 7 2020 10 59893884 9840 0 9372.82033898302 467.179661016979 9840 0.0 0.780012298112072 0.0498440857842868 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 19388 South Africa South Africa 0 2021-04-19 2021-04-25 7 2021 16 59893884 10637 412 9390.027118644 1246.972881356 10225 0.687883256994988 2.08197030828055 0.132797580411681 weekly 17127 South Africa South Africa 0 2022-11-13 2022-11-19 7 2022 46 59893884 9756 24 9392.77656903754 363.223430962462 9732 0.0400708693395139 0.606444943464448 0.038670506882895 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 17096 South Africa South Africa 0 2022-04-10 2022-04-16 7 2022 15 59893884 10978 48 9393.77656903755 1584.22343096245 10930 0.0801417386790277 2.6450504211122 0.168646062562755 weekly 19385 South Africa South Africa 0 2021-03-29 2021-04-04 7 2021 13 59893884 10623 324 9400.027118644 1222.972881356 10299 0.540956736083437 2.04189943894105 0.130103122674014 weekly 19470 South Africa South Africa 0 2022-11-14 2022-11-20 7 2022 46 59893884 9756 24 9401.43389830497 354.566101695033 9732 0.0400708693395139 0.591990497218435 0.0377140450627387 weekly 19439 South Africa South Africa 0 2022-04-11 2022-04-17 7 2022 15 59893884 10978 51 9402.43389830497 1575.56610169503 10927 0.085150597346467 2.6305959748662 0.167570026945796 weekly 19381 South Africa South Africa 0 2021-03-01 2021-03-07 7 2021 9 59893884 10965 685 9402.827118644 1562.172881356 10280 1.14368939573196 2.60823439227284 0.166138636991263 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 19335 South Africa South Africa 0 2020-04-13 2020-04-19 7 2020 16 59893884 8991 29 9421.02033898303 -430.020338983026 8962 0.0484189671185793 -0.717970367363429 -0.0456447734438757 weekly 17087 South Africa South Africa 0 2022-02-06 2022-02-12 7 2022 6 59893884 9944 1168 9423.40557880046 520.594421199536 8776 1.95011564118967 0.869194626281936 0.0552448280874915 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 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 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 19332 South Africa South Africa 0 2020-03-23 2020-03-29 7 2020 13 59893884 9045 2 9431.02033898302 -386.02033898302 9043 0.00333923911162616 -0.644507106907644 -0.0409309199967908 weekly 19430 South Africa South Africa 0 2022-02-07 2022-02-13 7 2022 6 59893884 9944 1158 9431.19717514115 512.802824858853 8786 1.93341944563154 0.856185624660529 0.0543730361412127 weekly 19418 South Africa South Africa 0 2021-11-15 2021-11-21 7 2021 46 59893884 10367 90 9432.427118644 934.572881355998 10277 0.150265760023177 1.56038115904455 0.0990808483967753 weekly 19387 South Africa South Africa 0 2021-04-12 2021-04-18 7 2021 15 59893884 10812 414 9433.427118644 1378.572881356 10398 0.691222496106614 2.30169224182555 0.146137015107841 weekly 19328 South Africa South Africa 0 2020-02-24 2020-03-01 7 2020 9 59893884 9020 0 9433.82033898302 -413.820338983021 9020 0.0 -0.690922530559249 -0.0438656158494992 weekly 17035 South Africa South Africa 0 2021-02-07 2021-02-13 7 2021 6 59893884 12182 1641 9456.13026499298 2725.86973500702 10541 2.73984569108926 4.55116541616673 0.288264824893362 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 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 19378 South Africa South Africa 0 2021-02-08 2021-02-14 7 2021 6 59893884 12182 1609 9462.19039548018 2719.80960451982 10573 2.68641786530324 4.54104730379452 0.28743974606757 weekly 19365 South Africa South Africa 0 2020-11-09 2020-11-15 7 2020 46 59893884 10852 432 9463.42033898302 1388.57966101698 10420 0.72127564811125 2.31839975683824 0.146731267478097 weekly 19334 South Africa South Africa 0 2020-04-06 2020-04-12 7 2020 15 59893884 8844 14 9464.42033898303 -620.420338983025 8830 0.0233746737813831 -1.03586593079024 -0.0655529146806355 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 19325 South Africa South Africa 0 2020-02-03 2020-02-09 7 2020 6 59893884 10095 0 9493.1836158192 601.816384180796 10095 0.0 1.00480440403697 0.0633945795779136 weekly 17123 South Africa South Africa 0 2022-10-16 2022-10-22 7 2022 42 59893884 9566 11 9512.37656903754 53.6234309624615 9555 0.0183658151139439 0.0895307289847182 0.0056372275186205 weekly 19466 South Africa South Africa 0 2022-10-17 2022-10-23 7 2022 42 59893884 9566 11 9521.03389830497 44.966101695034 9555 0.0183658151139439 0.0750762827387084 0.00472281709899591 weekly 17124 South Africa South Africa 0 2022-10-23 2022-10-29 7 2022 43 59893884 9248 54 9541.37656903754 -293.376569037539 9194 0.0901594560139062 -0.489827256882421 -0.0307478241650758 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