economist_excess_deaths

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⚠️ Consult the README for warnings about using and building on this data. Also review Why It’s So Freaking Hard To Make A Good COVID-19 Model and Ten Considerations Before You Create Another Chart About COVID-19.

Data license: CC BY 4.0 · Data source: The Economist · About: simonw/covid-19-datasette

3,661 rows where cadence = "monthly" sorted by month descending

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cadence 1

  • monthly · 3,661 ✖
Link 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
312 312 Japan Japan 0 2020-12-01 2020-12-31 31 2020   123951696 133185 1340 128513.196758803 4671.80324119719 131845 1.08106628891952 3.76905148695762 0.0363527120873459 monthly 12 30074.0322580645 302.58064516129 29019.1089455361 1054.9233125284 29771.4516129032 0.244111742659245 0.851076142216238  
324 324 Japan Japan 0 2021-12-01 2021-12-31 31 2021   123951696 134026 32 130348.062345071 3677.93765492913 133994 0.0258165083921078 2.96723463544148 0.0282162817671392 monthly 12 30263.935483871 7.2258064516129 29433.4334327579 830.50205111303 30256.7096774194 0.00582953415305661 0.670020724131947  
346 346 Palestine Palestine 0 2020-12-01 2020-12-31 31 2020   5250076 1898 668 1192.68405856609 705.31594143391 1230 12.7236253341856 13.4343948817867 0.591368633099598 monthly 12 428.58064516129 150.838709677419 269.315755160085 159.264890001205 277.741935483871 2.8730766883645 3.03357303782279  
358 358 Singapore Singapore 0 2020-12-01 2020-12-31 31 2020   5637022 1851 0 1881.73819832148 -30.7381983214771 1851 0.0 -0.545291437952115 -0.0163350025784117 monthly 12 417.967741935484 0.0 424.90862542743 -6.94088349194643 417.967741935484 0.0 -0.123130324698865  
370 370 Singapore Singapore 0 2021-12-01 2021-12-31 31 2021   5637022 2107 110 1923.98426442864 183.015735571363 1997 1.95138496887186 3.24667414055441 0.0951233016584534 monthly 12 475.774193548387 24.8387096774194 434.448059709692 41.3261338386949 450.935483870968 0.440635315551711 0.733119967221963  
391 391 Kazakhstan Kazakhstan 0 2020-12-01 2020-12-31 31 2020   19397998 13083 272 10733.9315526364 2349.06844736363 12811 1.40220655760455 12.1098499307177 0.218845111490083 monthly 12 2954.22580645161 61.4193548387097 2423.7909957566 530.434810695013 2892.8064516129 0.316627287201028 2.73448224242014  
403 403 Kazakhstan Kazakhstan 0 2021-12-01 2021-12-31 31 2021   19397998 13913 366 10757.5087368485 3155.4912631515 13547 1.88679264736495 16.2670975796136 0.293329184325249 monthly 12 3141.64516129032 82.6451612903226 2429.11487606256 712.530285227759 3059.0 0.426049952630795 3.6732155824934  
424 424 Brazil Brazil 0 2020-12-01 2020-12-31 31 2020   215313504 139878 21804 113007.090194307 26870.9098056926 118074 10.1266291221567 12.4798999163994 0.237780742425011 monthly 12 31585.3548387097 4923.48387096774 25517.7300438759 6067.62479483382 26661.8709677419 2.28665818887409 2.81804191660632  
436 436 Brazil Brazil 0 2021-12-01 2021-12-31 31 2021   215313504 132436 4349 114542.65359241 17893.3464075899 128087 2.01984544360023 8.31036886919545 0.156215574254651 monthly 12 29904.9032258065 982.032258064516 25864.4701660281 4040.43305977836 28922.8709677419 0.456094132425859 1.87653490594736  
611 611 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  
623 623 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  
797 797 Nicaragua Nicaragua 0 2020-12-01 2020-12-31 31 2020   6948395 2322 5 2211.37648604269 110.623513957313 2317 0.0719590639277128 1.59207290255251 0.0500247310467141 monthly 12 524.322580645161 1.12903225806452 499.34307749351 24.9795031516514 523.193548387097 0.0162488208869029 0.359500332834437  
958 958 Lebanon Lebanon 0 2020-12-01 2020-12-31 31 2020   5489744 3144 450 2091.39989053092 1052.60010946908 2694 8.19710354435471 19.1739379735937 0.503299304085682 monthly 12 709.935483870968 101.612903225806 472.251588184401 237.683895686567 608.322580645161 1.85095886485429 4.3295988972631  
970 970 Lebanon Lebanon 0 2021-12-01 2021-12-31 31 2021   5489744 3249 394 2098.86652070789 1150.13347929211 2855 7.1770195477239 20.9505849324141 0.5479783816382 monthly 12 733.645161290323 88.9677419354839 473.937601450169 259.707559840154 644.677419354839 1.62061731722798 4.7307772428032  
982 982 Kuwait Kuwait 0 2020-12-01 2020-12-31 31 2020   4268886 802 54 694.883024995437 107.116975004563 748 1.26496701949876 2.50924890017122 0.154151088962443 monthly 12 181.096774193548 12.1935483870968 156.90907016026 24.1877040332884 168.903225806452 0.285637714080366 0.566604590361243  
994 994 Kuwait Kuwait 0 2021-12-01 2021-12-31 31 2021   4268886 697 3 710.710699993916 -13.7106999939165 694 0.0702759455277091 -0.321177468639745 -0.0192915345076891 monthly 12 157.387096774194 0.67741935483871 160.483061288949 -3.09596451475533 156.709677419355 0.0158687618933537 -0.0725239445315554  
1606 1606 Jamaica Jamaica 0 2020-12-01 2020-12-31 31 2020   2827382 1765 45 1600.80170771757 164.198292282427 1720 1.59157835764676 5.80743218576148 0.102572536929974 monthly 12 398.548387096774 10.1612903225806 361.471353355581 37.0770337411931 388.387096774194 0.359388661404106 1.31135565484937  
1778 1778 Jordan Jordan 0 2020-12-01 2020-12-31 31 2020   11285875 3390 1083 2725.18519548784 664.814804512158 2307 9.59606587880869 5.89068020434532 0.243952156210487 monthly 12 765.483870967742 244.548387096774 615.364398981126 150.119471986616 520.935483870968 2.16685358553745 1.33015359452959  
1790 1790 Jordan Jordan 0 2021-12-01 2021-12-31 31 2021   11285875 3934 1045 2762.2525393016 1171.7474606984 2889 9.25936181288558 10.3824245855851 0.424199975935097 monthly 12 888.322580645161 235.967741935484 623.734444358426 264.588136286735 652.354838709677 2.09082363516771 2.34441845480953  
1802 1802 Saint Vincent and the Grenadines Saint Vincent and the Grenadines 0 2020-12-01 2020-12-31 31 2020   103959 80 0 93.438916256157 -13.438916256157 80 0.0 -12.9271311345405 -0.143825686283807 monthly 12 18.0645161290323 0.0 21.099110122358 -3.03459399332576 18.0645161290323 0.0 -2.91902961102527  
1814 1814 Saint Vincent and the Grenadines Saint Vincent and the Grenadines 0 2021-12-01 2021-12-31 31 2021   103959 131 7 96.1185550082099 34.8814449917901 124 6.73342375359517 33.5530786096347 0.362900222426468 monthly 12 29.5806451612903 1.58064516129032 21.7041898405635 7.8764553207268 28.0 1.52045052500536 7.57650162153041  
2111 2111 Tunisia Tunisia 0 2020-12-01 2020-12-31 31 2020   12356116 8193 1416 6494.66528005836 1698.33471994164 6777 11.4599118363732 13.744891355355 0.261496881934211 monthly 12 1850.03225806452 319.741935483871 1466.5373213035 383.494936761015 1530.29032258065 2.58772202756814 3.10368514475759  
2123 2123 Tunisia Tunisia 0 2021-12-01 2021-12-31 31 2021   12356116 7168 196 6639.22037341117 528.779626588827 6972 1.58625898300081 4.27949710563439 0.0796448373225402 monthly 12 1618.58064516129 44.258064516129 1499.17879399607 119.401851165219 1574.32258064516 0.358187512290505 0.966338056110991  
10189 10189 Malaysia Malaysia 0 2020-12-01 2020-12-31 31 2020   33938216 14151 111 15649.092247765 -1498.09224776499 14040 0.327064922917575 -4.4141750048529 -0.0957302969428752 monthly 12 3195.38709677419 25.0645161290323 3533.6659914308 -338.27889465661 3170.32258064516 0.0738533696910652 -0.996749194644203  
10201 10201 Malaysia Malaysia 0 2021-12-01 2021-12-31 31 2021   33938216 17712 1062 16035.6563303533 1676.34366964672 16650 3.12921574899517 4.93939831618349 0.104538513118021 monthly 12 3999.48387096774 239.806451612903 3620.95465524106 378.529215726678 3759.67741935484 0.706597104611813 1.11534800688014  
10222 10222 Serbia Serbia 0 2020-12-01 2020-12-31 31 2020   6871547 17109 1607 8816.9095447911 8292.0904552089 15502 23.3862913256651 120.672833282067 0.940475845088799 monthly 12 3863.32258064516 362.870967741935 1990.91505850122 1872.40752214395 3500.45161290323 5.28077546063405 27.2487042894991  
10234 10234 Serbia Serbia 0 2021-12-01 2021-12-31 31 2021   6871547 12409 1023 8776.87939305479 3632.12060694521 11386 14.8874773031459 52.8573930578545 0.413828246269321 monthly 12 2802.03225806452 231.0 1981.87599198011 820.156266084402 2571.03225806452 3.361688423291 11.9355403679026  
10406 10406 Thailand Thailand 0 2020-12-01 2020-12-31 31 2020   71697024 45679 1 41988.9557334429 3690.04426655713 45678 0.001394758030682 5.14671887435263 0.0878813059791845 monthly 12 10314.6129032258 0.225806451612903 9481.3771011 833.235802125804 10314.3870967742 0.000314945361766903 1.16216232646672  
10418 10418 Thailand Thailand 0 2021-12-01 2021-12-31 31 2021   71697024 51107 927 42518.2076445904 8588.79235540956 50180 1.29294069444221 11.9792871115676 0.202002690875477 monthly 12 11540.2903225806 209.322580645161 9600.88559716558 1939.40472541506 11330.9677419355 0.291954350357919 2.70500031551527  
10587 10587 Costa Rica Costa Rica 0 2020-12-01 2020-12-31 31 2020   5180836 2897 459 2340.89472815179 556.105271848207 2438 8.8595740146957 10.7338906664524 0.23756099117164 monthly 12 654.161290322581 103.645161290323 528.589132163308 125.572158159273 550.516129032258 2.00054897106032 2.42378176339248  
10599 10599 Costa Rica Costa Rica 0 2021-12-01 2021-12-31 31 2021   5180836 2368 54 2405.52630420239 -37.5263042023939 2314 1.04230282525832 -0.724329127623301 -0.0156000390171732 monthly 12 534.709677419355 12.1935483870968 543.183359013444 -8.47368159408895 522.516129032258 0.235358702477685 -0.163558190108487  
10611 10611 Oman Oman 0 2020-12-01 2020-12-31 31 2020   4576300 875 76 813.5690768108 61.4309231892005 799 1.6607302842908 1.34237098068747 0.0755079377279313 monthly 12 197.58064516129 17.1612903225806 183.709146376632 13.8714987846582 180.41935483871 0.375003612581794 0.30311602789717  
10623 10623 Oman Oman 0 2021-12-01 2021-12-31 31 2021   4576300 827 3 835.225435747733 -8.22543574773272 824 0.0655551428009527 -0.179739871680893 -0.00984816241901076 monthly 12 186.741935483871 0.67741935483871 188.599291943036 -1.85735645916545 186.064516129032 0.0148027741808603 -0.0405864226376211  
10645 10645 Dominican Republic Dominican Republic 0 2020-12-01 2020-12-31 31 2020   11228821 4143 83 3882.75528644407 260.244713555931 4060 0.73916932151648 2.3176494981613 0.0670257830733056 monthly 12 935.516129032258 18.741935483871 876.751193713177 58.7649353190811 916.774193548387 0.166909201632753 0.523340209262229  
10667 10667 Egypt Egypt 0 2020-12-01 2020-12-31 31 2020   110990096 68844 981 53070.3459095056 15773.6540904944 67863 0.883862646627497 14.2117672287574 0.297221618215779 monthly 12 15545.4193548387 221.516129032258 11983.6264956948 3561.79285914389 15323.9032258065 0.199581887948145 3.20910872907425  
10679 10679 Egypt Egypt 0 2021-12-01 2021-12-31 31 2021   110990096 59726 1278 53042.1278793408 6683.87212065918 58448 1.15145409010188 6.02204373321668 0.126010633205808 monthly 12 13486.5161290323 288.58064516129 11977.2546824318 1509.26144660046 13197.935483871 0.260005762281069 1.35981632685538  
10979 10979 Kyrgyzstan Kyrgyzstan 0 2020-12-01 2020-12-31 31 2020   6630621 4259 80 3038.84316274403 1220.15683725597 4179 1.20652349154023 18.4018485939096 0.40152017458979 monthly 12 961.709677419355 18.0645161290323 686.190391587361 275.519285831994 943.645161290323 0.272440788412311 4.15525613410861  
10991 10991 Kyrgyzstan Kyrgyzstan 0 2021-12-01 2021-12-31 31 2021   6630621 3590 56 3017.25755032537 572.742449674631 3534 0.844566444078164 8.63784025168429 0.189822194533201 monthly 12 810.645161290323 12.6451612903226 681.316221041212 129.32894024911 798.0 0.190708551888618 1.95048005683194  
11013 11013 Tajikistan Tajikistan 0 2020-12-01 2020-12-31 31 2020   9952789 3303 4 3313.41740010947 -10.4174001094748 3299 0.0401897397804776 -0.104668149897228 -0.00314400476955623 monthly 12 745.838709677419 0.903225806451613 748.191025831172 -2.35231615375237 744.935483870968 0.00907510253107559 -0.0236347435251804  
11025 11025 Moldova Moldova 0 2020-12-01 2020-12-31 31 2020   3272993 4852 681 3024.23433953658 1827.76566046342 4171 20.8066439494371 55.8438609695598 0.604373026444605 monthly 12 1095.61290322581 153.774193548387 682.891625056646 412.72127816916 941.83870967742 4.69827444019548 12.6099040899006  
11037 11037 Moldova Moldova 0 2021-12-01 2021-12-31 31 2021   3272993 3416 571 2952.77911938208 463.220880617916 2845 17.4458057197189 14.1528222216765 0.156876238245295 monthly 12 771.354838709677 128.935483870968 666.756575344342 104.598263365336 642.41935483871 3.93937548509782 3.19579856618501  
11058 11058 Isle of Man Isle of Man 0 2020-12-01 2020-12-31 31 2020   84534 82 0 82.6723964605001 -0.672396460500067 82 0.0 -0.795415407410116 -0.00813326441820672 monthly 12 18.5161290322581 0.0 18.6679604910807 -0.151831458822596 18.5161290322581 0.0 -0.17960993070551  
11070 11070 Isle of Man Isle of Man 0 2021-12-01 2021-12-31 31 2021   84534 80 1 83.0298619473335 -3.02986194733349 79 1.18295597037878 -3.58419328002163 -0.0364912319046773 monthly 12 18.0645161290323 0.225806451612903 18.7486785042366 -0.684162375204336 17.8387096774194 0.267119090085532 -0.809333966456498  
11082 11082 Georgia Georgia 0 2020-12-01 2020-12-31 31 2020   3744385 6363 1238 4230.03725779969 2132.96274220031 5125 33.0628394248989 56.9643010053803 0.504242069799119 monthly 12 1436.8064516129 279.548387096774 955.169703374124 481.636748238779 1157.25806451613 7.46580245078362 12.8629066786343  
11094 11094 Georgia Georgia 0 2021-12-01 2021-12-31 31 2021   3744385 6053 1746 4156.78301039958 1896.21698960042 4307 46.6298203843889 50.6416137656898 0.456174157962157 monthly 12 1366.8064516129 394.258064516129 938.62842170313 428.178029909773 972.548387096774 10.5293142803459 11.4352031083816  
11112 11112 Brunei Brunei 0 2020-12-01 2020-12-31 31 2020   449002 140 0 153.9430176975 -13.9430176975003 140 0.0 -3.1053353208895 -0.0905725891699647 monthly 12 31.6129032258065 0.0 34.7613265768549 -3.14842335104845 31.6129032258065 0.0 -0.701204749878275  
11124 11124 Ireland Ireland 0 2020-12-01 2020-12-31 31 2020   5023108 2759 186 2909.30926382047 -150.309263820466 2573 3.70288673864866 -2.99235580482176 -0.051664931497548 monthly 12 623.0 42.0 656.940801507847 -33.9408015078472 581.0 0.83613571517873 -0.675693246250075  
11136 11136 Ireland Ireland 0 2021-12-01 2021-12-31 31 2021   5023108 3155 260 2924.07901842729 230.920981572713 2895 5.17607823682071 4.59717333516844 0.0789722097513335 monthly 12 712.41935483871 58.7096774193548 660.275907386807 52.1434474519029 653.709677419355 1.16879185992726 1.03807139826384  
11158 11158 Albania Albania 0 2020-12-01 2020-12-31 31 2020   2842318 3140 371 2018.25034756432 1121.74965243568 2769 13.0527266829398 39.4660151480476 0.555803027007746 monthly 12 709.032258064516 83.7741935483871 455.733949450007 253.298308614509 625.258064516129 2.94738989614769 8.91168083988171  
11170 11170 Albania Albania 0 2021-12-01 2021-12-31 31 2021   2842318 2772 121 2009.46713008575 762.532869914247 2651 4.25708875643049 26.8278521233109 0.379470188139731 monthly 12 625.935483870968 27.3225806451613 453.750642277428 172.18484159354 598.612903225806 0.961278106290756 6.05790209236052  
17936 17936 Kosovo Kosovo 0 2020-12-01 2020-12-31 31 2020   1782115 1650 316 879.222994891443 770.777005108557 1334 17.7317400953362 43.2506883735649 0.876657013734864 monthly 12 372.58064516129 71.3548387096774 198.534224652907 174.046420508384 301.225806451613 4.0039413118501 9.76628447145015  
17948 17948 Kosovo Kosovo 0 2021-12-01 2021-12-31 31 2021   1782115 1024 6 904.297326521928 119.702673478072 1018 0.336678609405117 6.71688827477867 0.132370924879837 monthly 12 231.225806451613 1.35483870967742 204.196170504951 27.0296359466614 229.870967741935 0.0760242021237361 1.51671670720809  
17970 17970 Faroe Islands Faroe Islands 0 2020-12-01 2020-12-31 31 2020   49085 33 0 35.5013373471995 -2.50133734719948 33 0.0 -5.09593021737696 -0.0704575527039067 monthly 12 7.45161290322581 0.0 8.01643101388375 -0.564818110657947 7.45161290322581 0.0 -1.15069392005286  
17982 17982 Faroe Islands Faroe Islands 0 2021-12-01 2021-12-31 31 2021   49085 53 0 35.7351164629327 17.2648835370673 53 0.0 35.1734410452629 0.483134945284866 monthly 12 11.9677419354839 0.0 8.06921984646867 3.8985220890152 11.9677419354839 0.0 7.94238991344647  
18004 18004 Barbados Barbados 0 2020-12-01 2020-12-31 31 2020   281646 241 0 221.453806787086 19.5461932129145 241 0.0 6.93998608640438 0.088263071637811 monthly 12 54.4193548387097 0.0 50.0056983067612 4.41365653194843 54.4193548387097 0.0 1.56709363241389  
18016 18016 Barbados Barbados 0 2021-12-01 2021-12-31 31 2021   281646 320 31 225.871742382781 94.1282576172189 289 11.0067247537689 33.4207684885349 0.416733216046571 monthly 12 72.258064516129 7.0 51.0032966670796 21.2547678490494 65.258064516129 2.48538946052847 7.54662514257239  
18037 18037 Qatar Qatar 0 2020-12-01 2020-12-31 31 2020   2695131 221 8 205.464576719577 15.5354232804233 213 0.296831582583555 0.576425534804184 0.0756112003755591 monthly 12 49.9032258064516 1.80645161290323 46.3952270011947 3.50799880525688 48.0967741935484 0.0670264863898351 0.130160604633203  
18049 18049 Qatar Qatar 0 2021-12-01 2021-12-31 31 2021   2695131 221 7 204.019435626102 16.9805643738977 214 0.259727634760611 0.630045974533249 0.0832301310989667 monthly 12 49.9032258064516 1.58064516129032 46.0689048187973 3.83432098765432 48.3225806451613 0.0586481755911057 0.142268445862346  
18219 18219 Greenland Greenland 0 2020-12-01 2020-12-31 31 2020   56494 58 0 49.8714002919177 8.12859970808234 58 0.0 14.3884301130781 0.162991206593405 monthly 12 13.0967741935484 0.0 11.2612839368846 1.83549025666375 13.0967741935484 0.0 3.24900034811441  
18231 18231 Greenland Greenland 0 2021-12-01 2021-12-31 31 2021   56494 54 1 51.0952003892238 2.9047996107762 53 1.77009947959075 5.14178427935038 0.0568507333105368 monthly 12 12.1935483870968 0.225806451612903 11.5376258943409 0.655922492755917 11.9677419354839 0.399699882488235 1.16104806307912  
18252 18252 Monaco Monaco 0 2020-12-01 2020-12-31 31 2020   36491 51 0 39.78062488597 11.21937511403 51 0.0 30.7455951166862 0.282031143205768 monthly 12 11.5161290322581 0.0 8.98272174844485 2.53340728381321 11.5161290322581 0.0 6.94255373602591  
18264 18264 Monaco Monaco 0 2021-12-01 2021-12-31 31 2021   36491 58 2 38.5741665146266 19.4258334853734 56 5.48080348579102 53.2345879405153 0.503596972808409 monthly 12 13.0967741935484 0.451612903225806 8.7102956645931 4.38647852895529 12.6451612903226 1.2376007871141 12.0207134059228  
18285 18285 San Marino San Marino 0 2020-12-01 2020-12-31 31 2020   33690 45 14 22.0532621784347 22.9467378215653 31 41.5553576729 68.1114212572433 1.04051444343705 monthly 12 10.1612903225806 3.16129032258065 4.97976887900139 5.18152144357926 7.0 9.38346786162258 15.3799983484098  
18297 18297 San Marino San Marino 0 2021-12-01 2021-12-31 31 2021   33690 35 7 22.271016237913 12.728983762087 28 20.77767883645 37.7826766461473 0.571549300943794 monthly 12 7.90322580645161 1.58064516129032 5.02893915049648 2.87428665595514 6.32258064516129 4.69173393081129 8.53157214590424  
18468 18468 Gibraltar Gibraltar 0 2020-12-01 2020-12-31 31 2020   32677 17 2 30.9179483670858 -13.9179483670858 15 6.12051289898093 -42.5924912540497 -0.450157565496887 monthly 12 3.83870967741935 0.451612903225806 6.9814722119226 -3.14276253450325 3.38709677419355 1.38205129976989 -9.61765931543057  
18919 18919 Algeria Algeria 0 2020-12-01 2020-12-31 31 2020   44903228 21397 325 16348.976082376 5048.02391762399 21072 0.723778700275178 11.2420067386336 0.308766976732304 monthly 12 4831.58064516129 73.3870967741936 3691.70427666555 1139.87636849574 4758.1935483871 0.163433900062137 2.53851765065919  
19085 19085 Antigua and Barbuda Antigua and Barbuda 0 2020-12-01 2020-12-31 31 2020   93772 40 1 49.7961366538949 -9.79613665389494 39 1.06641641428145 -10.4467609242577 -0.196724832731149 monthly 12 9.03225806451613 0.225806451612903 11.2442889218472 -2.21203085733112 8.80645161290323 0.24080370645065 -2.35894601515497  
19097 19097 Antigua and Barbuda Antigua and Barbuda 0 2021-12-01 2021-12-31 31 2021   93772 39 2 51.3948488718602 -12.3948488718602 37 2.1328328285629 -13.2180702894896 -0.241169088808171 monthly 12 8.80645161290323 0.451612903225806 11.6052884549362 -2.79883684203295 8.35483870967742 0.481607412901299 -2.98472554923959  
19109 19109 Cuba Cuba 0 2020-12-01 2020-12-31 31 2020   11212198 11192 11 9746.08971264366 1445.91028735634 11181 0.0981074362047477 12.895868297691 0.148357990741718 monthly 12 2527.22580645161 2.48387096774194 2200.72993511308 326.495871338529 2524.74193548387 0.0221532920462334 2.91197026076893  
19121 19121 Cuba Cuba 0 2021-12-01 2021-12-31 31 2021   11212198 10246 18 9959.78628352485 286.213716475155 10228 0.160539441062314 2.55269944818273 0.0287369335372789 monthly 12 2313.61290322581 4.06451612903226 2248.98399950561 64.6289037201962 2309.54838709677 0.0362508415302 0.576416004428358  
19284 19284 Taiwan Taiwan 0 2020-12-01 2020-12-31 31 2020   23893396 15208 0 14826.8500620325 381.149937967541 15208 0.0 1.59521040026098 0.0257067371945416 monthly 12 3434.06451612903 0.0 3347.9984011041 86.0661150249285 3434.06451612903 0.0 0.360208800058931  
19296 19296 Taiwan Taiwan 0 2021-12-01 2021-12-31 31 2021   23893396 15739 2 15050.1334160433 688.866583956706 15737 0.00837051376037128 2.88308361003478 0.0457714602863508 monthly 12 3553.96774193548 0.451612903225806 3398.41722297752 155.550518957966 3553.51612903226 0.00189011601040642 0.651018879685273  
19319 19319 Argentina Argentina 0 2020-12-01 2020-12-31 31 2020   45510324 31624 4515 26773.3276537128 4850.6723462872 27109 9.92082587678347 10.6583999408292 0.181175549376079 monthly 12 7140.90322580645 1019.51612903226 6045.5901153545 1095.31311045195 6121.38709677419 2.24018648830595 2.40673547050983  
19485 19485 Philippines Philippines 0 2020-12-01 2020-12-31 31 2020   115559008 53731 852 53013.1051167667 717.894883233297 52879 0.737285664480609 0.62123662677452 0.0135418380351813 monthly 12 12132.8064516129 192.387096774194 11970.7011553989 162.10529621397 11940.4193548387 0.166483859721428 0.140279238303924  
19497 19497 Philippines Philippines 0 2021-12-01 2021-12-31 31 2021   115559008 56202 2959 54012.2734890225 2189.72651097749 53243 2.5605965741762 1.89489902074747 0.0405412764456681 monthly 12 12690.7741935484 668.161290322581 12196.3198201019 494.45437344653 12022.6129032258 0.578199226426884 0.427880424039751  
19515 19515 Saint Kitts and Nevis Saint Kitts and Nevis 0 2020-12-01 2020-12-31 31 2020   47681 31 0 29.1935022284782 1.80649777152178 31 0.0 3.78871620041899 0.0618801320027833 monthly 12 7.0 0.0 6.59208114836605 0.40791885163395 7.0 0.0 0.855516561384934  
19527 19527 Saint Kitts and Nevis Saint Kitts and Nevis 0 2021-12-01 2021-12-31 31 2021   47681 38 0 28.3709031198693 9.62909688013069 38 0.0 20.1948299744777 0.339400435701571 monthly 12 8.58064516129032 0.0 6.40633296255113 2.17431219873919 8.58064516129032 0.0 4.5601228974627  
19696 19696 Armenia Armenia 0 2020-12-01 2020-12-31 31 2020   2780472 4395 659 2321.85994252875 2073.14005747125 3736 23.7010119145239 74.5607241314156 0.892879031804731 monthly 12 992.41935483871 148.806451612903 524.290954764555 468.128400074154 843.612903225806 5.35184140005378 16.8362925458035  
19708 19708 Armenia Armenia 0 2021-12-01 2021-12-31 31 2021   2780472 3001 407 2276.27992337165 724.720076628348 2594 14.6378025025967 26.0646421409152 0.318379154157316 monthly 12 677.645161290323 91.9032258064516 513.998692374244 163.646468916079 585.741935483871 3.30531024252183 5.88556435440021  
19884 19884 Bahamas Bahamas 0 2020-12-01 2020-12-31 31 2020   409989 237 7 229.110302864439 7.88969713556068 230 1.70736288046752 1.92436800391247 0.0344362389509341 monthly 12 53.5161290322581 1.58064516129032 51.7345845177766 1.78154451448144 51.9354838709677 0.385533553653957 0.434534710560879  
19896 19896 Bahamas Bahamas 0 2021-12-01 2021-12-31 31 2021   409989 270 46 237.413737152589 32.5862628474112 224 11.2198132145009 7.94808222840399 0.137255169975559 monthly 12 60.9677419354839 10.3870967741935 53.6095535505846 7.35818838489931 50.5806451612903 2.533506209726 1.79472824512348  
19908 19908 French Polynesia French Polynesia 0 2020-12-01 2020-12-31 31 2020   306292 179 39 140.229277504106 38.7707224958944 140 12.7329476447312 12.6580917868878 0.276480940256996 monthly 12 40.4193548387097 8.80645161290323 31.6646755654432 8.75467927326647 31.6129032258065 2.87518172622962 2.85827879058757  
19920 19920 French Polynesia French Polynesia 0 2021-12-01 2021-12-31 31 2021   306292 131 0 144.372370005476 -13.3723700054756 131 0.0 -4.36588941450499 -0.0926241635083531 monthly 12 29.5806451612903 0.0 32.6002125818816 -3.01956742059127 29.5806451612903 0.0 -0.985845996823708  
19932 19932 Bermuda Bermuda 0 2020-12-01 2020-12-31 31 2020   64207 45 1 44.8606595511773 0.139340448822686 44 1.55746258196147 0.217017535195051 0.0031060722293601 monthly 12 10.1612903225806 0.225806451612903 10.1298263502658 0.0314639723148001 9.93548387096774 0.35168509915259 0.0490039595601728  
19944 19944 Bermuda Bermuda 0 2021-12-01 2021-12-31 31 2021   64207 54 4 45.947546068236 8.05245393176396 50 6.22985032784587 12.5413956916909 0.175253188055035 monthly 12 12.1935483870968 0.903225806451613 10.3752523379888 1.81829604910799 11.2903225806452 1.40674039661036 2.83192805941407  
19956 19956 Cape Verde Cape Verde 0 2020-12-01 2020-12-31 31 2020   593162 273 8 239.422494982668 33.5775050173316 265 1.34870406398252 5.66076468440857 0.140243735325547 monthly 12 61.6451612903226 1.80645161290323 54.0631440283445 7.58201726197809 59.8387096774194 0.304546078963795 1.27823718680193  
20271 20271 Ukraine Ukraine 0 2020-12-01 2020-12-31 31 2020   39701744 67663 6550 49704.8481308155 17958.1518691845 61113 16.4980158050488 45.2326524224841 0.361295779878883 monthly 12 15278.7419354839 1479.03225806452 11223.6753843777 4055.06655110617 13799.7096774194 3.72535840759166 10.2138247405609  
20283 20283 Ukraine Ukraine 0 2021-12-01 2021-12-31 31 2021   39701744 64264 10820 49418.3308410874 14845.6691589126 53444 27.2532108413172 37.3929899878267 0.300408146253486 monthly 12 14511.2258064516 2443.22580645161 11158.9779318585 3352.24787459316 12068.0 6.15395083513614 8.44357838434795  
20296 20296 Andorra Andorra 0 2020-12-01 2020-12-31 31 2020   79843 41 8 31.7374283889796 9.26257161102035 33 10.019663589795 11.6009814398511 0.29185009880122 monthly 12 9.25806451612903 1.80645161290323 7.16651608783411 2.09154842829492 7.45161290322581 2.26250468156661 2.61957645415994  
20594 20594 North Macedonia North Macedonia 0 2020-12-01 2020-12-31 31 2020   2093606 3287 740 1801.28899562124 1485.71100437876 2547 35.345714523172 70.9642121955495 0.824804352877507 monthly 12 742.225806451613 167.096774193548 406.742676430604 335.483130021009 575.129032258065 7.98129037620013 16.0241769473821  
20606 20606 North Macedonia North Macedonia 0 2021-12-01 2021-12-31 31 2021   2093606 2341 379 1787.18532749499 553.814672505011 1962 18.1027375733543 26.4526693420353 0.309880941827821 monthly 12 528.612903225806 85.5806451612903 403.557977176288 125.054926049519 443.032258064516 4.08771493591871 5.97318339981441  
20777 20777 Mauritius Mauritius 0 2020-12-01 2020-12-31 31 2020   1299478 923 0 952.309197226779 -29.3091972267791 923 0.0 -2.25545928648112 -0.0307769759151024 monthly 12 208.41935483871 0.0 215.037560664111 -6.61820582540174 208.41935483871 0.0 -0.509297258237672  
20789 20789 Mauritius Mauritius 0 2021-12-01 2021-12-31 31 2021   1299478 1436 259 980.545596302375 455.454403697625 1177 19.9310800182843 35.0490276632328 0.464490795140111 monthly 12 324.258064516129 58.4838709677419 221.413521745698 102.844542770431 265.774193548387 4.50056645574161 7.91429656911709  
20959 20959 Panama Panama 0 2020-12-01 2020-12-31 31 2020   4408582 2140 943 1798.37570881226 341.624291187743 1197 21.3900977683981 7.74907421905145 0.189962692174801 monthly 12 483.225806451613 212.935483870968 406.084837473735 77.1409689778774 270.290322580645 4.83002207673505 1.74979095268904  
21134 21134 Liechtenstein Liechtenstein 0 2020-12-01 2020-12-31 31 2020   39355 52 27 22.6370315635832 29.3629684364168 25 68.6062762037861 74.6105156559949 1.29712097427358 monthly 12 11.741935483871 6.09677419354839 5.11158777242202 6.63034771144895 5.64516129032258 15.4917397879517 16.8475357932892  
21146 21146 Liechtenstein Liechtenstein 0 2021-12-01 2021-12-31 31 2021   39355 25 8 22.9160420847777 2.08395791522229 17 20.3277855418625 5.2952811973632 0.0909388238820954 monthly 12 5.64516129032258 1.80645161290323 5.17459014817561 0.470571142146968 3.83870967741935 4.59014512235606 1.19570865746911  
21318 21318 Albania Albania 0 2020-12-01 2020-12-31 31 2020   2842318 3140 371 2018.25034756432 1121.74965243568 2769 13.0527266829398 39.4660151480475 0.555803027007744 monthly 12 709.032258064516 83.7741935483871 455.733949450007 253.298308614509 625.258064516129 2.94738989614769 8.91168083988171  
21330 21330 Albania Albania 0 2021-12-01 2021-12-31 31 2021   2842318 2772 121 2009.46713008575 762.532869914247 2651 4.25708875643049 26.8278521233109 0.379470188139734 monthly 12 625.935483870968 27.3225806451613 453.750642277428 172.18484159354 598.612903225806 0.961278106290756 6.05790209236052  
21348 21348 Algeria Algeria 0 2020-12-01 2020-12-31 31 2020   44903228 21397 325 16348.976082376 5048.02391762399 21072 0.723778700275178 11.2420067386336 0.308766976732305 monthly 12 4831.58064516129 73.3870967741936 3691.70427666555 1139.87636849574 4758.1935483871 0.163433900062137 2.53851765065919  
21360 21360 Andorra Andorra 0 2020-12-01 2020-12-31 31 2020   79843 41 8 31.7374283889796 9.26257161102035 33 10.019663589795 11.6009814398511 0.291850098801222 monthly 12 9.25806451612903 1.80645161290323 7.16651608783411 2.09154842829492 7.45161290322581 2.26250468156661 2.61957645415994  

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CREATE TABLE [economist_excess_deaths] (
   [country] TEXT,
   [region] TEXT,
   [region_code] INTEGER,
   [start_date] TEXT,
   [end_date] TEXT,
   [days] INTEGER,
   [year] INTEGER,
   [week] INTEGER,
   [population] INTEGER,
   [total_deaths] INTEGER,
   [covid_deaths] INTEGER,
   [expected_deaths] FLOAT,
   [excess_deaths] FLOAT,
   [non_covid_deaths] INTEGER,
   [covid_deaths_per_100k] FLOAT,
   [excess_deaths_per_100k] FLOAT,
   [excess_deaths_pct_change] FLOAT,
   [cadence] TEXT
, [month] INTEGER, [total_deaths_per_7_days] FLOAT, [covid_deaths_per_7_days] FLOAT, [expected_deaths_per_7_days] FLOAT, [excess_deaths_per_7_days] FLOAT, [non_covid_deaths_per_7_days] FLOAT, [covid_deaths_per_100k_per_7_days] FLOAT, [excess_deaths_per_100k_per_7_days] FLOAT, [quarter] INTEGER);