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 5585 United States Massachusetts MA 2022-03-13 2022-03-19 7 2022 11 6949503 1113 -3722 1136.58395990044 -23.5839599004405 4835 -53.5577867942499 -0.339361820556672 -0.0207498616314331 weekly 7898 United States Oklahoma OK 2022-10-30 2022-11-05 7 2022 44 3956971 840 -2007 751.531328321498 88.4686716785019 2847 -50.7206143284851 2.2357675019226 0.117717875948155 weekly 6227 United States Missouri MO 2022-11-06 2022-11-12 7 2022 45 6137428 1321 -709 1218.12030075261 102.879699247389 2030 -11.5520703460798 1.67626731014016 0.0844577495209833 weekly 9643 United States West Virginia WV 2021-04-25 2021-05-01 7 2021 17 1792147 520 -138 424.870927319275 95.1290726807247 658 -7.7002611950917 5.30810657165538 0.223901111052578 weekly 9692 United States West Virginia WV 2022-04-03 2022-04-09 7 2022 14 1792147 502 -82 466.716791980972 35.2832080190285 584 -4.57551752172115 1.9687675184585 0.0755987541593897 weekly 7850 United States Oklahoma OK 2021-11-28 2021-12-04 7 2021 48 3956971 959 -139 791.398496241327 167.601503758673 1098 -3.51278793804655 4.23560101296353 0.211778900964155 weekly 2695 United States Arizona AZ 2022-02-27 2022-03-05 7 2022 9 7278717 1511 -223 1346.22368422198 164.776315778019 1734 -3.06372675294286 2.2638098964147 0.122398913129543 weekly 7663 United States Ohio OH 2021-03-28 2021-04-03 7 2021 13 11689100 2394 -270 2410.39223057866 -16.3922305786605 2664 -2.30984421384024 -0.140235181311311 -0.0068006486125809 weekly 6454 United States Nebraska NE 2021-05-16 2021-05-22 7 2021 20 1934408 320 -36 314.390977444678 5.60902255532187 356 -1.86103448703686 0.289960678167267 0.017840914522774 weekly 4846 United States Kansas KS 2022-08-07 2022-08-13 7 2022 32 2913314 528 -35 479.453634085922 48.546365914078 563 -1.20138097026273 1.66636229098813 0.101253515382424 weekly 9858 United States Wisconsin WI 2022-07-10 2022-07-16 7 2022 28 5822434 1093 -66 1030.82706767002 62.1729323299787 1159 -1.13354655458525 1.06781686713802 0.0603136396781938 weekly 3945 United States Georgia GA 2022-10-23 2022-10-29 7 2022 43 10617423 1853 -106 1672.72681704317 180.273182956827 1959 -0.998359018002768 1.6978996029152 0.107772040909519 weekly 3793 United States Florida FL 2022-10-23 2022-10-29 7 2022 43 21477737 4495 -158 3949.48120300843 545.518796991569 4653 -0.73564547326378 2.53992679485538 0.138124165922358 weekly 4269 United States Illinois IL 2020-04-12 2020-04-18 7 2020 16 12671821 2912 -93 1979.36842105316 932.631578946839 3005 -0.733911882120178 7.35988599386654 0.47117634545802 weekly 4774 United States Kansas KS 2021-03-21 2021-03-27 7 2021 12 2913314 521 -21 545.923558897916 -24.9235588979155 542 -0.720828582157639 -0.855505410605089 -0.0456539354121849 weekly 6529 United States Nebraska NE 2022-10-23 2022-10-29 7 2022 43 1934408 362 -13 329.187969925887 32.8120300741135 375 -0.672040231429978 1.69623109882266 0.0996756657951405 weekly 3018 United States California CA 2022-07-10 2022-07-16 7 2022 28 39512223 5573 -248 4843.42857142879 729.571428571207 5821 -0.627653878142974 1.84644490534285 0.150631193959362 weekly 6455 United States Nebraska NE 2021-05-23 2021-05-29 7 2021 21 1934408 325 -12 299.057644111375 25.9423558886248 337 -0.620344829012287 1.34110052732541 0.0867470081418931 weekly 8238 United States Rhode Island RI 2020-08-09 2020-08-15 7 2020 33 1059361 211 -5 186.355889725178 24.6441102748222 216 -0.471982638590622 2.32631843864577 0.132242186233906 weekly 6449 United States Nebraska NE 2021-04-11 2021-04-17 7 2021 15 1934408 363 -7 321.05764411132 41.9423558886805 370 -0.361867816923834 2.16822696601133 0.13063808527212 weekly 7897 United States Oklahoma OK 2022-10-23 2022-10-29 7 2022 43 3956971 794 -13 711.531328321494 82.4686716785055 807 -0.328534123702195 2.0841363679063 0.11590307888909 weekly 9497 United States Washington WA 2021-06-06 2021-06-12 7 2021 23 7614893 1258 -21 1075.35087719385 182.649122806146 1279 -0.275775378590349 2.39857766624096 0.169850721917642 weekly 6464 United States Nebraska NE 2021-07-25 2021-07-31 7 2021 30 1934408 361 -4 295.390977444689 65.6090225553106 365 -0.206781609670762 3.39168482322812 0.222109094606979 weekly 6369 United States Montana MT 2022-08-28 2022-09-03 7 2022 35 1068778 226 -2 184.847117795248 41.1528822047522 228 -0.187129600347313 3.85046120005766 0.222631992836029 weekly 10013 United States Wyoming WY 2022-07-31 2022-08-06 7 2022 31 578759 93 -1 95.8897243116064 -2.8897243116064 94 -0.172783490191945 -0.49929665225187 -0.0301359121882118 weekly 8961 United States Texas TX 2022-10-23 2022-10-29 7 2022 43 28995881 4245 -47 4014.235588973 230.764411026997 4292 -0.16209198816894 0.795852386851074 0.0574865141599812 weekly 8809 United States Tennessee TN 2022-10-23 2022-10-29 7 2022 43 6833174 1553 -11 1521.72180451221 31.2781954877923 1564 -0.160979363323691 0.457740363230797 0.0205544767743002 weekly 4842 United States Kansas KS 2022-07-10 2022-07-16 7 2022 28 2913314 531 -4 486.120300752539 44.8796992474606 535 -0.137300682315741 1.54050333220039 0.0923222074412124 weekly 2454 United States Alaska AK 2020-06-14 2020-06-20 7 2020 25 731545 92 -1 90.4085213060601 1.59147869393991 93 -0.136696990615752 0.217550348090672 0.0176031934927048 weekly 8576 United States South Dakota SD 2021-04-04 2021-04-10 7 2021 14 884659 143 -1 165.413533835295 -22.4135338352948 144 -0.113037905000684 -2.53357890840366 -0.135500000003702 weekly 4838 United States Kansas KS 2022-06-12 2022-06-18 7 2022 24 2913314 529 -3 482.786967419282 46.2130325807175 532 -0.102975511736806 1.58627022630302 0.0957213754707327 weekly 4845 United States Kansas KS 2022-07-31 2022-08-06 7 2022 31 2913314 605 -1 469.786967419193 135.213032580807 606 -0.0343251705789352 4.64121040783133 0.287817759874458 weekly 2799 United States Arkansas AR 2021-03-28 2021-04-03 7 2021 13 3017825 601 -1 641.09899749532 -40.0989974953198 602 -0.0331364476071343 -1.32873832960227 -0.0625472784265468 weekly 2126 United States United States 0 2019-12-30 2020-01-05 7 2020 1 338289856 60180 0 62231.0572033824 -2051.0572033824 60180 0.0 -0.606301716413985 -0.0329587395033186 weekly 2127 United States United States 0 2020-01-06 2020-01-12 7 2020 2 338289856 60737 0 62611.0572033887 -1874.05720338866 60737 0.0 -0.553979721871606 -0.0299317291081811 weekly 2128 United States United States 0 2020-01-13 2020-01-19 7 2020 3 338289856 59366 0 61117.7238700553 -1751.72387005532 59366 0.0 -0.517817439390001 -0.0286614709961995 weekly 2129 United States United States 0 2020-01-20 2020-01-26 7 2020 4 338289856 59164 0 60353.890536722 -1189.89053672198 59164 0.0 -0.351736984014674 -0.0197152250855809 weekly 2130 United States United States 0 2020-01-27 2020-02-02 7 2020 5 338289856 58835 0 60022.7238700553 -1187.72387005533 58835 0.0 -0.351096507621951 -0.0197879035384442 weekly 2131 United States United States 0 2020-02-03 2020-02-09 7 2020 6 338289856 59484 0 60254.0572033887 -770.057203388656 59484 0.0 -0.227632366070314 -0.0127801718113241 weekly 2132 United States United States 0 2020-02-10 2020-02-16 7 2020 7 338289856 58818 0 59863.7238700553 -1045.72387005531 58818 0.0 -0.309120670190984 -0.0174684066150853 weekly 2133 United States United States 0 2020-02-17 2020-02-23 7 2020 8 338289856 58915 0 59294.0572033887 -379.057203388656 58915 0.0 -0.112051010890689 -0.00639283633583088 weekly 2278 United States Alabama AL 2019-12-29 2020-01-04 7 2020 1 4903185 1082 0 1138.51879700842 -56.5187970084162 1082 0.0 -1.15269558477635 -0.0496423925164219 weekly 2279 United States Alabama AL 2020-01-05 2020-01-11 7 2020 2 4903185 1127 0 1168.51879698672 -41.5187969867216 1127 0.0 -0.846771985693413 -0.0355311331694336 weekly 2280 United States Alabama AL 2020-01-12 2020-01-18 7 2020 3 4903185 1039 0 1125.51879698715 -86.5187969871452 1039 0.0 -1.76454278162348 -0.0768701484317665 weekly 2281 United States Alabama AL 2020-01-19 2020-01-25 7 2020 4 4903185 1056 0 1114.26879697852 -58.2687969785161 1056 0.0 -1.18838667067459 -0.0522933040362608 weekly 2282 United States Alabama AL 2020-01-26 2020-02-01 7 2020 5 4903185 1026 0 1082.51879698685 -56.5187969868477 1026 0.0 -1.15269558433646 -0.0522104531987488 weekly 2283 United States Alabama AL 2020-02-02 2020-02-08 7 2020 6 4903185 1120 0 1119.26879698613 0.731203013866207 1120 0.0 0.0149128171559141 0.00065328633821937 weekly 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 2285 United States Alabama AL 2020-02-16 2020-02-22 7 2020 8 4903185 1098 0 1096.51879698599 1.48120301400513 1098 0.0 0.0302089970907712 0.00135082318522639 weekly 2286 United States Alabama AL 2020-02-23 2020-02-29 7 2020 9 4903185 1164 0 1076.51879698546 87.4812030145351 1164 0.0 1.78417096264031 0.08126305203356 weekly 2287 United States Alabama AL 2020-03-01 2020-03-07 7 2020 10 4903185 1057 0 1052.69172931738 4.30827068262079 1057 0.0 0.0878667780763073 0.00409262328432503 weekly 2288 United States Alabama AL 2020-03-08 2020-03-14 7 2020 11 4903185 1091 0 1089.69172931409 1.3082706859127 1091 0.0 0.0266820584153505 0.00120058788253474 weekly 2289 United States Alabama AL 2020-03-15 2020-03-21 7 2020 12 4903185 1059 0 1033.02506265053 25.9749373494722 1059 0.0 0.529756420560761 0.0251445374256709 weekly 2426 United States Alabama AL 2022-10-30 2022-11-05 7 2022 44 4903185 1137 0 970.050125295901 166.949874704099 1137 0.0 3.4049270974703 0.172104379300166 weekly 2430 United States Alaska AK 2019-12-29 2020-01-04 7 2020 1 731545 89 0 93.3063909797464 -4.30639097974642 89 0.0 -0.588670687346154 -0.0461532263173826 weekly 2431 United States Alaska AK 2020-01-05 2020-01-11 7 2020 2 731545 105 0 98.5563909797483 6.44360902025173 105 0.0 0.880821961772923 0.0653799206342265 weekly 2432 United States Alaska AK 2020-01-12 2020-01-18 7 2020 3 731545 99 0 99.0563909797412 -0.0563909797412094 99 0.0 -0.00770847722849714 -0.00056928158984459 weekly 2433 United States Alaska AK 2020-01-19 2020-01-25 7 2020 4 731545 97 0 89.8063909799345 7.19360902006554 97 0.0 0.983344704709285 0.0801013039447585 weekly 2434 United States Alaska AK 2020-01-26 2020-02-01 7 2020 5 731545 85 0 92.0563909797401 -7.05639097974007 85 0.0 -0.964587411538603 -0.0766529178978248 weekly 2435 United States Alaska AK 2020-02-02 2020-02-08 7 2020 6 731545 92 0 82.8063909797645 9.1936090202355 92 0.0 1.25673868596402 0.111025355790257 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 2437 United States Alaska AK 2020-02-16 2020-02-22 7 2020 8 731545 83 0 85.3063909797685 -2.30639097976847 83 0.0 -0.315276706117664 -0.0270365555649337 weekly 2438 United States Alaska AK 2020-02-23 2020-02-29 7 2020 9 731545 84 0 87.5563909797693 -3.55639097976926 84 0.0 -0.486147944387462 -0.0406182911375481 weekly 2439 United States Alaska AK 2020-03-01 2020-03-07 7 2020 10 731545 79 0 91.0751879727197 -12.0751879727197 79 0.0 -1.6506418569903 -0.132584826246383 weekly 2440 United States Alaska AK 2020-03-08 2020-03-14 7 2020 11 731545 92 0 89.4085213060503 2.59147869394967 92 0.0 0.354247338707758 0.028984694703527 weekly 2441 United States Alaska AK 2020-03-15 2020-03-21 7 2020 12 731545 69 0 84.7418546393588 -15.7418546393588 69 0.0 -2.15186415591095 -0.185762451227347 weekly 2446 United States Alaska AK 2020-04-19 2020-04-25 7 2020 17 731545 61 0 83.7418546394016 -22.7418546394016 61 0.0 -3.10874309022707 -0.271570945464841 weekly 2447 United States Alaska AK 2020-04-26 2020-05-02 7 2020 18 731545 87 0 93.7418546394012 -6.74185463940121 87 0.0 -0.921591240374989 -0.0719193647846551 weekly 2448 United States Alaska AK 2020-05-03 2020-05-09 7 2020 19 731545 89 0 83.0751879727108 5.92481202728922 89 0.0 0.809903974094447 0.0713186713370477 weekly 2449 United States Alaska AK 2020-05-10 2020-05-16 7 2020 20 731545 84 0 82.0751879727369 1.92481202726307 84 0.0 0.263116011627866 0.0234518138161615 weekly 2450 United States Alaska AK 2020-05-17 2020-05-23 7 2020 21 731545 82 0 82.07518797277 -0.0751879727700384 82 0.0 -0.0102779696081633 -0.00091608651319796 weekly 2451 United States Alaska AK 2020-05-24 2020-05-30 7 2020 22 731545 97 0 77.4085213060518 19.5914786939482 97 0.0 2.67809617917533 0.253092015754814 weekly 2503 United States Alaska AK 2021-05-23 2021-05-29 7 2021 21 731545 110 0 84.6127819587448 25.3872180412552 110 0.0 3.4703563063455 0.300039987500155 weekly 2504 United States Alaska AK 2021-05-30 2021-06-05 7 2021 22 731545 83 0 79.9461152920266 3.05388470797335 83 0.0 0.417456849267421 0.0381992883183648 weekly 2506 United States Alaska AK 2021-06-13 2021-06-19 7 2021 24 731545 108 0 89.9461152921129 18.0538847078871 108 0.0 2.4679117084919 0.200718893186821 weekly 2515 United States Alaska AK 2021-08-15 2021-08-21 7 2021 33 731545 149 0 98.2794486253737 50.7205513746263 149 0.0 6.93334673528304 0.516085021681036 weekly 2534 United States Alaska AK 2021-12-26 2022-01-01 7 2021 52 731545 118 0 92.2794486253797 25.7205513746203 118 0.0 3.51592196988843 0.278724588819729 weekly 2544 United States Alaska AK 2022-03-06 2022-03-12 7 2022 10 731545 101 0 96.1503759446693 4.84962405533066 101 0.0 0.662929013981459 0.0504379104884771 weekly 2547 United States Alaska AK 2022-03-27 2022-04-02 7 2022 13 731545 99 0 95.817042611377 3.18295738862301 99 0.0 0.435100696282937 0.0332191153251591 weekly 2549 United States Alaska AK 2022-04-10 2022-04-16 7 2022 15 731545 93 0 96.4837092779924 -3.48370927799243 93 0.0 -0.476212574481738 -0.0361067096617839 weekly 2553 United States Alaska AK 2022-05-08 2022-05-14 7 2022 19 731545 93 0 88.1503759446604 4.8496240553396 93 0.0 0.662929013982681 0.0550153530642243 weekly 2555 United States Alaska AK 2022-05-22 2022-05-28 7 2022 21 731545 108 0 87.1503759447197 20.8496240552803 108 0.0 2.85008086382661 0.239237339245736 weekly 2556 United States Alaska AK 2022-05-29 2022-06-04 7 2022 22 731545 109 0 82.4837092780015 26.5162907219985 109 0.0 3.62469714398958 0.321473063640101 weekly 2557 United States Alaska AK 2022-06-05 2022-06-11 7 2022 23 731545 112 0 95.150375944725 16.849624055275 112 0.0 2.30329290136287 0.177084156399585 weekly 2558 United States Alaska AK 2022-06-12 2022-06-18 7 2022 24 731545 107 0 92.4837092780877 14.5162907219123 107 0.0 1.98433325658877 0.156960515913819 weekly 2559 United States Alaska AK 2022-06-19 2022-06-25 7 2022 25 731545 109 0 95.4837092780097 13.5162907219903 109 0.0 1.84763626598368 0.141555987133222 weekly 2560 United States Alaska AK 2022-06-26 2022-07-02 7 2022 26 731545 112 0 87.4837092780408 24.5162907219592 112 0.0 3.3513031627527 0.280238354366543 weekly 2562 United States Alaska AK 2022-07-10 2022-07-16 7 2022 28 731545 131 0 98.4837092780077 32.5162907219923 131 0.0 4.44487908768324 0.330169232661645 weekly 2563 United States Alaska AK 2022-07-17 2022-07-23 7 2022 29 731545 106 0 85.4837092780267 20.5162907219733 106 0.0 2.80451520029162 0.240002345420532 weekly 2564 United States Alaska AK 2022-07-24 2022-07-30 7 2022 30 731545 118 0 81.8170426113686 36.1829573886314 118 0.0 4.94610138660389 0.442242303483159 weekly 2566 United States Alaska AK 2022-08-07 2022-08-13 7 2022 32 731545 103 0 88.8170426113923 14.1829573886077 103 0.0 1.93876759305411 0.159687341208415 weekly 2568 United States Alaska AK 2022-08-21 2022-08-27 7 2022 34 731545 105 0 94.8170426113475 10.1829573886525 105 0.0 1.39197963059723 0.107395855304116 weekly 2569 United States Alaska AK 2022-08-28 2022-09-03 7 2022 35 731545 113 0 89.8170426113152 23.1829573886848 113 0.0 3.16904050860642 0.258113123241092 weekly 2571 United States Alaska AK 2022-09-11 2022-09-17 7 2022 37 731545 97 0 89.8170426114111 7.1829573885889 97 0.0 0.981888658741281 0.0799732119845629 weekly 2572 United States Alaska AK 2022-09-18 2022-09-24 7 2022 38 731545 108 0 99.4837092780226 8.51629072197741 108 0.0 1.16415131290316 0.0856048772586204 weekly 2573 United States Alaska AK 2022-09-25 2022-10-01 7 2022 39 731545 104 0 103.150375944682 0.849624055318273 104 0.0 0.116141051516759 0.00823675190261941 weekly 2574 United States Alaska AK 2022-10-02 2022-10-08 7 2022 40 731545 100 0 98.483709278048 1.51629072195198 100 0.0 0.20727237858942 0.0153963608100001 weekly 2576 United States Alaska AK 2022-10-16 2022-10-22 7 2022 42 731545 93 0 96.4837092780425 -3.4837092780425 93 0.0 -0.476212574488582 -0.036106709662284 weekly 2578 United States Alaska AK 2022-10-30 2022-11-05 7 2022 44 731545 72 0 84.817042611361 -12.817042611361 72 0.0 -1.7520511535669 -0.151114000403077 weekly 2579 United States Alaska AK 2022-11-06 2022-11-12 7 2022 45 731545 101 0 100.150375944656 0.849624055343781 101 0.0 0.116141051520246 0.00848348343508265 weekly