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 2284 United States Alabama AL 2020-02-09 2020-02-15 7 2020 7 4903185 1095 0 1095.01879698563 -0.0187969856342534 1095 0.0 -0.0003833627659216 -1.716590225298e-05 weekly 2436 United States Alaska AK 2020-02-09 2020-02-15 7 2020 7 731545 89 0 91.5563909797714 -2.55639097977142 89 0.0 -0.349450953772006 -0.0279214913608404 weekly 2588 United States Arizona AZ 2020-02-09 2020-02-15 7 2020 7 7278717 1314 0 1252.77443609714 61.2255639028592 1314 0.0 0.841158735843958 0.0488719773797426 weekly 2740 United States Arkansas AR 2020-02-09 2020-02-15 7 2020 7 3017825 688 0 681.466165414765 6.53383458523456 688 0.0 0.216508067407307 0.0095879075394123 weekly 2892 United States California CA 2020-02-09 2020-02-15 7 2020 7 39512223 5588 0 5616.78571428646 -28.7857142864614 5588 0.0 -0.0728526822863431 -0.00512494436332933 weekly 3044 United States Colorado CO 2020-02-09 2020-02-15 7 2020 7 5758736 807 0 839.983082707892 -32.9830827078919 807 0.0 -0.572748650188025 -0.03926636546246 weekly 3196 United States Connecticut CT 2020-02-09 2020-02-15 7 2020 7 3565287 635 0 655.447368421918 -20.4473684219182 635 0.0 -0.573512550936803 -0.0311960493046881 weekly 3348 United States Delaware DE 2020-02-09 2020-02-15 7 2020 7 973764 202 0 199.157894739383 2.84210526061656 202 0.0 0.29186797423365 0.01427061309488 weekly 3500 United States District of Columbia DC 2020-02-09 2020-02-15 7 2020 7 705749 122 0 126.890977444027 -4.89097744402744 122 0.0 -0.693019394151099 -0.0385447219538118 weekly 3652 United States Florida FL 2020-02-09 2020-02-15 7 2020 7 21477737 4358 0 4406.6804511289 -48.6804511288965 4358 0.0 -0.2266554019583 -0.0110469664566728 weekly 3804 United States Georgia GA 2020-02-09 2020-02-15 7 2020 7 10617423 1762 0 1773.27255639147 -11.272556391466 1762 0.0 -0.106170361597781 -0.00635692260100451 weekly 3956 United States Hawaii HI 2020-02-09 2020-02-15 7 2020 7 1415872 281 0 255.898496241531 25.1015037584689 281 0.0 1.77286532670106 0.0980916423001434 weekly 4108 United States Idaho ID 2020-02-09 2020-02-15 7 2020 7 1787065 279 0 308.64849624145 -29.6484962414495 279 0.0 -1.65906087587466 -0.0960590983027376 weekly 4260 United States Illinois IL 2020-02-09 2020-02-15 7 2020 7 12671821 2216 0 2189.02631579004 26.9736842099564 2216 0.0 0.212863519852091 0.0123222293013967 weekly 4412 United States Indiana IN 2020-02-09 2020-02-15 7 2020 7 6732219 1429 0 1371.09586466292 57.9041353370844 1429 0.0 0.860104749074331 0.0422320107801655 weekly 4564 United States Iowa IA 2020-02-09 2020-02-15 7 2020 7 3155070 600 0 640.548872181183 -40.5488721811834 600 0.0 -1.28519722799124 -0.0633033230440437 weekly 4716 United States Kansas KS 2020-02-09 2020-02-15 7 2020 7 2913314 575 0 577.545112782766 -2.54511278276584 575 0.0 -0.0873614304110659 -0.00440677745588192 weekly 4868 United States Kentucky KY 2020-02-09 2020-02-15 7 2020 7 4467673 955 0 972.454887219236 -17.454887219236 955 0.0 -0.390693034589505 -0.0179493027888921 weekly 5020 United States Louisiana LA 2020-02-09 2020-02-15 7 2020 7 4648794 951 0 934.462406015997 16.537593984003 951 0.0 0.35573944519811 0.017697441734986 weekly 5172 United States Maine ME 2020-02-09 2020-02-15 7 2020 7 1344212 329 0 304.434210527107 24.5657894728928 329 0.0 1.82752344666561 0.0806932618721095 weekly 5324 United States Maryland MD 2020-02-09 2020-02-15 7 2020 7 6045680 1019 0 1033.33082706858 -14.3308270685804 1019 0.0 -0.237042434739855 -0.0138685759615196 weekly 5476 United States Massachusetts MA 2020-02-09 2020-02-15 7 2020 7 6949503 1251 0 1284.34398496323 -33.3439849632318 1251 0.0 -0.479803878971372 -0.0259618804258163 weekly 5628 United States Michigan MI 2020-02-09 2020-02-15 7 2020 7 9986857 2014 0 1990.64849624155 23.3515037584484 2014 0.0 0.233822350299483 0.0117306012601106 weekly 5780 United States Minnesota MN 2020-02-09 2020-02-15 7 2020 7 5639632 941 0 944.704887218883 -3.70488721888341 941 0.0 -0.0656937760989266 -0.00392174029054748 weekly 5932 United States Mississippi MS 2020-02-09 2020-02-15 7 2020 7 2976149 648 0 657.218045113557 -9.21804511355685 648 0.0 -0.309730632221601 -0.0140258551664754 weekly 6084 United States Missouri MO 2020-02-09 2020-02-15 7 2020 7 6137428 1348 0 1396.54511278279 -48.5451127827944 1348 0.0 -0.790968346721043 -0.0347608626018977 weekly 6236 United States Montana MT 2020-02-09 2020-02-15 7 2020 7 1068778 198 0 216.317669173809 -18.317669173809 198 0.0 -1.71388905589458 -0.0846794866261752 weekly 6388 United States Nebraska NE 2020-02-09 2020-02-15 7 2020 7 1934408 327 0 337.695488722905 -10.695488722905 327 0.0 -0.552907593584445 -0.031671991720568 weekly 6540 United States Nevada NV 2020-02-09 2020-02-15 7 2020 7 3080156 530 0 520.390977444497 9.60902255550263 530 0.0 0.311965450954518 0.0184650060665732 weekly 6692 United States New Hampshire NH 2020-02-09 2020-02-15 7 2020 7 1359711 236 0 261.866541354256 -25.8665413542556 236 0.0 -1.90235582077777 -0.098777572806688 weekly 6844 United States New Jersey NJ 2020-02-09 2020-02-15 7 2020 7 8882190 1488 0 1560.08834586569 -72.0883458656924 1488 0.0 -0.811605537212021 -0.0462078612770424 weekly 6996 United States New Mexico NM 2020-02-09 2020-02-15 7 2020 7 2096829 382 0 384.981203008387 -2.98120300838707 382 0.0 -0.142176734888113 -0.00774376251383402 weekly 7148 United States New York NY 2020-02-09 2020-02-15 7 2020 7 19453561 3120 0 3181.42481203091 -61.4248120309117 3120 0.0 -0.315750992997692 -0.0193073278986908 weekly 7300 United States North Carolina NC 2020-02-09 2020-02-15 7 2020 7 10488084 2060 0 2042.5281954893 17.4718045107049 2060 0.0 0.166587190860647 0.00855400897245362 weekly 7452 United States North Dakota ND 2020-02-09 2020-02-15 7 2020 7 762062 148 0 151.588345865548 -3.58834586554769 148 0.0 -0.470873218392689 -0.0236716473490014 weekly 7604 United States Ohio OH 2020-02-09 2020-02-15 7 2020 7 11689100 2495 0 2467.86278195679 27.1372180432136 2495 0.0 0.232158318803104 0.0109962426767085 weekly 7756 United States Oklahoma OK 2020-02-09 2020-02-15 7 2020 7 3956971 806 0 863.699248121117 -57.6992481211173 806 0.0 -1.45816707074976 -0.0668047914208976 weekly 7908 United States Oregon OR 2020-02-09 2020-02-15 7 2020 7 4217737 783 0 737.54135338437 45.4586466156298 783 0.0 1.07779708918858 0.0616353868254749 weekly 8060 United States Pennsylvania PA 2020-02-09 2020-02-15 7 2020 7 12801989 2811 0 2830.46428571542 -19.4642857154204 2811 0.0 -0.152041106389174 -0.00687671129208423 weekly 8212 United States Rhode Island RI 2020-02-09 2020-02-15 7 2020 7 1059361 183 0 214.266917294127 -31.2669172941268 183 0.0 -2.95148842501535 -0.145925081151032 weekly 8364 United States South Carolina SC 2020-02-09 2020-02-15 7 2020 7 5148714 1003 0 1036.60338345962 -33.6033834596221 1003 0.0 -0.652655856581316 -0.0324168182313589 weekly 8516 United States South Dakota SD 2020-02-09 2020-02-15 7 2020 7 884659 178 0 171.456766918051 6.54323308194901 178 0.0 0.739633359514684 0.0381625829039247 weekly 8668 United States Tennessee TN 2020-02-09 2020-02-15 7 2020 7 6833174 1454 0 1547.52067669264 -93.5206766926406 1454 0.0 -1.36862718105291 -0.0604325862013766 weekly 8820 United States Texas TX 2020-02-09 2020-02-15 7 2020 7 28995881 4343 0 4314.58834586521 28.4116541347948 4343 0.0 0.0979851384229189 0.00658502083101919 weekly 8972 United States Utah UT 2020-02-09 2020-02-15 7 2020 7 3205958 414 0 389.330827068532 24.6691729314682 414 0.0 0.76947898043169 0.0633630095957591 weekly 9124 United States Vermont VT 2020-02-09 2020-02-15 7 2020 7 623989 129 0 118.686090226448 10.3139097735524 129 0.0 1.65289929366582 0.086900745941449 weekly 9276 United States Virginia VA 2020-02-09 2020-02-15 7 2020 7 8535519 1377 0 1415.80639097814 -38.8063909781392 1377 0.0 -0.454645944530605 -0.0274093910194381 weekly 9428 United States Washington WA 2020-02-09 2020-02-15 7 2020 7 7614893 1179 0 1211.84210526403 -32.8421052640251 1179 0.0 -0.431287810137649 -0.0271009771993933 weekly 9580 United States West Virginia WV 2020-02-09 2020-02-15 7 2020 7 1792147 478 0 471.768796993431 6.23120300656944 478 0.0 0.347694860219025 0.0132081711344216 weekly 9732 United States Wisconsin WI 2020-02-09 2020-02-15 7 2020 7 5822434 1125 0 1112.31015037681 12.689849623194 1125 0.0 0.217947504826917 0.0114085532878534 weekly 9884 United States Wyoming WY 2020-02-09 2020-02-15 7 2020 7 578759 75 0 93.4586466174136 -18.4586466174136 75 0.0 -3.18934938677646 -0.197506033796709 weekly 11932 Canada Canada 0 2020-02-09 2020-02-15 7 2020 7 38454328 5735 0 6023.23509015279 -288.235090152788 5735 0.0 -0.749551754363743 -0.0478538668736369 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