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 22750 Russia Russia 0 2022-10-01 2022-10-31 31 2022 144713312 145406 2864 141373.085730554 4032.91426944637 142542 1.97908537951229 2.78683019116194 0.0285267471428925 monthly 10 32833.6129032258 646.709677419355 31922.9548423831 910.658060842728 32186.9032258065 0.446890246986645 0.629284236713985 24411 Russia Russia 0 2022-10-01 2022-10-31 31 2022 144713312 145406 2864 141373.085730554 4032.91426944637 142542 1.97908537951229 2.78683019116193 0.0285267471428954 monthly 10 32833.6129032258 646.709677419355 31922.9548423831 910.658060842728 32186.9032258065 0.446890246986645 0.629284236713985 22749 Russia Russia 0 2022-09-01 2022-09-30 30 2022 144713312 150974 2880 134095.460384407 16878.5396155933 148094 1.99014172241459 11.6634326050069 0.125869582513889 monthly 9 35227.2666666667 672.0 31288.9407563616 3938.3259103051 34555.2666666667 0.464366401896738 2.72146760783493 24410 Russia Russia 0 2022-09-01 2022-09-30 30 2022 144713312 150974 2880 134095.460384407 16878.5396155933 148094 1.99014172241459 11.6634326050068 0.125869582513891 monthly 9 35227.2666666667 672.0 31288.9407563616 3938.3259103051 34555.2666666667 0.464366401896738 2.72146760783493 22748 Russia Russia 0 2022-08-01 2022-08-31 31 2022 144713312 146524 1875 135790.805730554 10733.1942694464 144649 1.29566518386367 7.41686726750225 0.0790421281595719 monthly 8 33086.064516129 423.387096774194 30662.4400036734 2423.62451245563 32662.6774193548 0.292569557646634 1.67477647975857 24409 Russia Russia 0 2022-08-01 2022-08-31 31 2022 144713312 146524 1875 135790.805730554 10733.1942694464 144649 1.29566518386367 7.41686726750222 0.079042128159575 monthly 8 33086.064516129 423.387096774194 30662.4400036734 2423.62451245563 32662.6774193548 0.292569557646634 1.67477647975857 22747 Russia Russia 0 2022-07-01 2022-07-31 31 2022 144713312 131763 1279 137850.545730554 -6087.54573055363 130484 0.883816410752868 -4.20662456440333 -0.0441604761032492 monthly 7 29752.935483871 288.806451612903 31127.5425843186 -1374.60710044759 29464.1290322581 0.199571447589357 -0.94988296615559 24408 Russia Russia 0 2022-07-01 2022-07-31 31 2022 144713312 131763 1279 137850.545730554 -6087.54573055363 130484 0.883816410752868 -4.20662456440333 -0.0441604761032467 monthly 7 29752.935483871 288.806451612903 31127.5425843186 -1374.60710044759 29464.1290322581 0.199571447589357 -0.94988296615559 22746 Russia Russia 0 2022-06-01 2022-06-30 30 2022 144713312 140730 1940 139024.560384407 1705.43961559329 138790 1.34058157690427 1.17849532432323 0.0122671822221729 monthly 6 32837.0 452.666666666667 32439.0640896949 397.935910305101 32384.3333333333 0.31280236794433 0.274982242342088 24407 Russia Russia 0 2022-06-01 2022-06-30 30 2022 144713312 140730 1940 139024.560384407 1705.43961559329 138790 1.34058157690427 1.17849532432323 0.0122671822221749 monthly 6 32837.0 452.666666666667 32439.0640896949 397.935910305101 32384.3333333333 0.31280236794433 0.274982242342088 22745 Russia Russia 0 2022-05-01 2022-05-31 31 2022 144713312 147057 3145 145089.225730554 1967.77426944638 143912 2.17326240173399 1.35977419233303 0.0135625113411273 monthly 5 33206.4193548387 710.161290322581 32762.0832294798 444.33612535886 32496.2580645161 0.490736671359288 0.307045785365523 24406 Russia Russia 0 2022-05-01 2022-05-31 31 2022 144713312 147057 3145 145089.225730554 1967.77426944638 143912 2.17326240173399 1.35977419233303 0.0135625113411297 monthly 5 33206.4193548387 710.161290322581 32762.0832294798 444.33612535886 32496.2580645161 0.490736671359288 0.307045785365523 22744 Russia Russia 0 2022-04-01 2022-04-30 30 2022 144713312 146601 6971 142271.660384407 4329.33961559329 139630 4.81711039824726 2.99166645815783 0.0304300913048703 monthly 4 34206.9 1626.56666666667 33196.7207563616 1010.17924363843 32580.3333333333 1.12399242625769 0.698055506903493 24405 Russia Russia 0 2022-04-01 2022-04-30 30 2022 144713312 146601 6971 142271.660384407 4329.33961559329 139630 4.81711039824726 2.99166645815783 0.0304300913048723 monthly 4 34206.9 1626.56666666667 33196.7207563616 1010.17924363843 32580.3333333333 1.12399242625769 0.698055506903493 22743 Russia Russia 0 2022-03-01 2022-03-31 31 2022 144713312 201072 16693 150533.725730554 50538.2742694464 184379 11.5352207542593 34.9230306258531 0.335727253306056 monthly 3 45403.3548387097 3769.38709677419 33991.4864552863 11411.8683834234 41633.9677419355 2.60472726709081 7.88584562519264 24404 Russia Russia 0 2022-03-01 2022-03-31 31 2022 144713312 201072 16693 150533.725730554 50538.2742694464 184379 11.5352207542593 34.9230306258531 0.335727253306059 monthly 3 45403.3548387097 3769.38709677419 33991.4864552863 11411.8683834234 41633.9677419355 2.60472726709081 7.88584562519264 22742 Russia Russia 0 2022-02-01 2022-02-28 28 2022 144713312 190628 19983 138265.040309109 52362.9596908914 170645 13.8086812635454 36.1839273576237 0.378714384878686 monthly 2 47657.0 4995.75 34566.2600772771 13090.7399227229 42661.25 3.45217031588635 9.04598183940594 24403 Russia Russia 0 2022-02-01 2022-02-28 28 2022 144713312 190628 19983 138265.040309109 52362.9596908914 170645 13.8086812635454 36.1839273576238 0.378714384878691 monthly 2 47657.0 4995.75 34566.2600772771 13090.7399227229 42661.25 3.45217031588635 9.04598183940594 22741 Russia Russia 0 2022-01-01 2022-01-31 31 2022 144713312 192952 22001 160367.388490832 32584.6115091678 170951 15.2031625120984 22.5166648864811 0.203187267784378 monthly 1 43569.8064516129 4967.96774193548 36211.9909495428 7357.81550207015 38601.8387096774 3.43297218015125 5.08440820017314 24402 Russia Russia 0 2022-01-01 2022-01-31 31 2022 144713312 192952 22001 160367.388490832 32584.6115091678 170951 15.2031625120984 22.5166648864811 0.203187267784376 monthly 1 43569.8064516129 4967.96774193548 36211.9909495428 7357.81550207015 38601.8387096774 3.43297218015125 5.08440820017314 22740 Russia Russia 0 2021-12-01 2021-12-31 31 2021 144713312 208426.2 32771 146198.824584444 62227.3754155564 175655.2 22.6454633282113 43.0004500315468 0.425635264800735 monthly 12 47063.9806451613 7399.90322580645 33012.6378093905 14051.3428357708 39664.0774193548 5.11349171927352 9.70977903938153 24401 Russia Russia 0 2021-12-01 2021-12-31 31 2021 144713312 208426.2 32771 146198.824584444 62227.3754155564 175655.2 22.6454633282113 43.0004500315468 0.425635264800739 monthly 12 47063.9806451613 7399.90322580645 33012.6378093905 14051.3428357708 39664.0774193548 5.11349171927352 9.70977903938153 22739 Russia Russia 0 2021-11-01 2021-11-30 30 2021 144713312 242330.2 35706 136805.208307526 105524.991692474 206624.2 24.6736112293526 72.9200308071686 0.771352150974129 monthly 11 56543.7133333333 8331.4 31921.2152717561 24622.4980615772 48212.3133333333 5.7571759535156 17.014673855006 24400 Russia Russia 0 2021-11-01 2021-11-30 30 2021 144713312 242330.2 35706 136805.208307526 105524.991692474 206624.2 24.6736112293526 72.9200308071685 0.771352150974128 monthly 11 56543.7133333333 8331.4 31921.2152717561 24622.4980615772 48212.3133333333 5.7571759535156 17.014673855006 22738 Russia Russia 0 2021-10-01 2021-10-31 31 2021 144713312 266343 30645 143849.084584444 122493.915415556 235698 21.1763517650677 84.6459207675075 0.851544629355275 monthly 10 60141.9677419355 6919.83870967742 32482.0513577776 27659.9163841579 53222.1290322581 4.78175685017659 19.1135950120179 24399 Russia Russia 0 2021-10-01 2021-10-31 31 2021 144713312 266343 30645 143849.084584444 122493.915415556 235698 21.1763517650677 84.6459207675078 0.85154462935528 monthly 10 60141.9677419355 6919.83870967742 32482.0513577776 27659.9163841579 53222.1290322581 4.78175685017659 19.1135950120179 22737 Russia Russia 0 2021-09-01 2021-09-30 30 2021 144713312 204029.6 23540 136491.588307526 67538.0116924739 180489.6 16.2666444950137 46.670213513235 0.494814460949093 monthly 9 47606.9066666667 5492.66666666667 31848.0372717561 15758.8693949106 42114.24 3.79555038216986 10.8897164864215 24398 Russia Russia 0 2021-09-01 2021-09-30 30 2021 144713312 204029.6 23540 136491.588307526 67538.0116924739 180489.6 16.2666444950137 46.670213513235 0.494814460949092 monthly 9 47606.9066666667 5492.66666666667 31848.0372717561 15758.8693949106 42114.24 3.79555038216986 10.8897164864215 22736 Russia Russia 0 2021-08-01 2021-08-31 31 2021 144713312 208832.3 24057 138266.804584444 70565.4954155564 184775.3 16.6239025750444 48.7622696490814 0.51035746163107 monthly 8 47155.6806451613 5432.22580645161 31221.5365190679 15934.1441260934 41723.4548387097 3.75378445242937 11.0108350820506 24397 Russia Russia 0 2021-08-01 2021-08-31 31 2021 144713312 208832.3 24057 138266.804584444 70565.4954155564 184775.3 16.6239025750444 48.7622696490813 0.510357461631074 monthly 8 47155.6806451613 5432.22580645161 31221.5365190679 15934.1441260934 41723.4548387097 3.75378445242937 11.0108350820506 22735 Russia Russia 0 2021-07-01 2021-07-31 31 2021 144713312 218472.9 22979 140326.544584444 78146.3554155564 195493.9 15.8789814720017 54.0008063774785 0.556889330147583 monthly 7 49332.5903225806 5188.8064516129 31686.6390997131 17645.9512228676 44143.7838709677 3.58557646141974 12.1937304723339 24396 Russia Russia 0 2021-07-01 2021-07-31 31 2021 144713312 218472.9 22979 140326.544584444 78146.3554155564 195493.9 15.8789814720017 54.0008063774785 0.556889330147587 monthly 7 49332.5903225806 5188.8064516129 31686.6390997131 17645.9512228676 44143.7838709677 3.58557646141974 12.1937304723339 22734 Russia Russia 0 2021-06-01 2021-06-30 30 2021 144713312 188462.3 13509 141420.688307526 47041.6116924739 174953.3 9.33500851670094 32.5067618468119 0.332635997289023 monthly 6 43974.5366666667 3152.1 32998.1606050894 10976.3760615772 40822.4366666667 2.17816865389689 7.58491109758945 24395 Russia Russia 0 2021-06-01 2021-06-30 30 2021 144713312 188462.3 13509 141420.688307526 47041.6116924739 174953.3 9.33500851670094 32.5067618468119 0.332635997289022 monthly 6 43974.5366666667 3152.1 32998.1606050894 10976.3760615772 40822.4366666667 2.17816865389689 7.58491109758945 22733 Russia Russia 0 2021-05-01 2021-05-31 31 2021 144713312 171291.7 11174 147565.224584444 23726.4754155564 160117.7 7.72147347439605 16.3955030035913 0.160786360623729 monthly 5 38678.7709677419 2523.16129032258 33321.1797448744 5357.59122286757 36155.6096774194 1.74355852647653 3.70221035564964 24394 Russia Russia 0 2021-05-01 2021-05-31 31 2021 144713312 171291.7 11174 147565.224584444 23726.4754155564 160117.7 7.72147347439605 16.3955030035913 0.160786360623732 monthly 5 38678.7709677419 2523.16129032258 33321.1797448744 5357.59122286757 36155.6096774194 1.74355852647653 3.70221035564964 22732 Russia Russia 0 2021-04-01 2021-04-30 30 2021 144713312 163090.9 11071 144667.788307526 18423.1116924739 152019.9 7.65029826696248 12.730765012464 0.12734771097289 monthly 4 38054.5433333333 2583.23333333333 33755.8172717561 4298.72606157725 35471.31 1.78506959562458 2.97051183624161 24393 Russia Russia 0 2021-04-01 2021-04-30 30 2021 144713312 163090.9 11071 144667.788307526 18423.1116924739 152019.9 7.65029826696248 12.730765012464 0.127347710972889 monthly 4 38054.5433333333 2583.23333333333 33755.8172717561 4298.72606157725 35471.31 1.78506959562458 2.97051183624161 22731 Russia Russia 0 2021-03-01 2021-03-31 31 2021 144713312 177020.9 12519 153009.724584444 24011.1754155564 164501.9 8.65089729962092 16.5922368051091 0.156925812923116 monthly 3 39972.4612903226 2826.87096774194 34550.5829706808 5421.87831964176 37145.5903225806 1.95342842249505 3.7466341172827 24392 Russia Russia 0 2021-03-01 2021-03-31 31 2021 144713312 177020.9 12519 153009.724584444 24011.1754155564 164501.9 8.65089729962092 16.5922368051091 0.156925812923119 monthly 3 39972.4612903226 2826.87096774194 34550.5829706808 5421.87831964176 37145.5903225806 1.95342842249505 3.7466341172827 22730 Russia Russia 0 2021-02-01 2021-02-28 28 2021 144713312 170499.6 12671 140501.426370687 29998.1736293134 157828.6 8.7559325571928 20.7293808805325 0.213507965037795 monthly 2 42624.9 3167.75 35125.3565926717 7499.54340732835 39457.15 2.1889831392982 5.18234522013313 24391 Russia Russia 0 2021-02-01 2021-02-28 28 2021 144713312 170499.6 12671 140501.426370687 29998.1736293134 157828.6 8.7559325571928 20.7293808805325 0.213507965037798 monthly 2 42624.9 3167.75 35125.3565926717 7499.54340732835 39457.15 2.1889831392982 5.18234522013313 22729 Russia Russia 0 2021-01-01 2021-01-31 31 2021 144713312 222794.4 15758 162843.387344722 59951.0126552778 207036.4 10.8891157159059 41.4274345785672 0.368151348561475 monthly 1 50308.4129032258 3558.25806451613 36771.0874649373 13537.3254382885 46750.1548387097 2.45883258101102 9.35458200161194 24390 Russia Russia 0 2021-01-01 2021-01-31 31 2021 144713312 222794.4 15758 162843.387344722 59951.0126552778 207036.4 10.8891157159059 41.4274345785672 0.368151348561473 monthly 1 50308.4129032258 3558.25806451613 36771.0874649373 13537.3254382885 46750.1548387097 2.45883258101102 9.35458200161194 22728 Russia Russia 0 2020-12-01 2020-12-31 31 2020 144713312 232948 16780 148674.823438333 84273.1765616673 216168 11.5953396187906 58.2345710957588 0.566828832298036 monthly 12 52601.1612903226 3789.03225806452 33571.7343247848 19029.4269655378 48812.1290322581 2.61830249456561 13.1497418603326 24389 Russia Russia 0 2020-12-01 2020-12-31 31 2020 144713312 232948 16780 148674.823438333 84273.1765616673 216168 11.5953396187906 58.2345710957588 0.566828832298039 monthly 12 52601.1612903226 3789.03225806452 33571.7343247848 19029.4269655378 48812.1290322581 2.61830249456561 13.1497418603326 22727 Russia Russia 0 2020-11-01 2020-11-30 30 2020 144713312 228543.6 11704 139201.336230645 89342.2637693554 216839.6 8.08771483303485 61.7374189938762 0.64182044647418 monthly 11 53326.84 2730.93333333333 32480.3117871504 20846.5282128496 50595.9066666667 1.88713346104146 14.4053977652378 24388 Russia Russia 0 2020-11-01 2020-11-30 30 2020 144713312 228543.6 11704 139201.336230645 89342.2637693554 216839.6 8.08771483303485 61.7374189938763 0.641820446474185 monthly 11 53326.84 2730.93333333333 32480.3117871504 20846.5282128496 50595.9066666667 1.88713346104146 14.4053977652378 22726 Russia Russia 0 2020-10-01 2020-10-31 31 2020 144713312 215817.7 7157 146325.083438333 69492.6165616673 208660.7 4.94564038448654 48.0208873677546 0.474919370819658 monthly 10 48733.0290322581 1616.09677419355 33041.1478731719 15691.8811590862 47116.9322580645 1.11675750617438 10.8434261798156 24387 Russia Russia 0 2020-10-01 2020-10-31 31 2020 144713312 215817.7 7157 146325.083438333 69492.6165616673 208660.7 4.94564038448654 48.0208873677546 0.47491937081966 monthly 10 48733.0290322581 1616.09677419355 33041.1478731719 15691.8811590862 47116.9322580645 1.11675750617438 10.8434261798156 22725 Russia Russia 0 2020-09-01 2020-09-30 30 2020 144713312 165758.5 3502 138887.716230645 26870.7837693554 162256.5 2.41995705274163 18.5682874629774 0.193471276644306 monthly 9 38676.9833333333 817.133333333333 32407.1337871504 6269.84954618294 37859.85 0.564656645639714 4.33260040802807 24386 Russia Russia 0 2020-09-01 2020-09-30 30 2020 144713312 165758.5 3502 138887.716230645 26870.7837693554 162256.5 2.41995705274163 18.5682874629775 0.19347127664431 monthly 9 38676.9833333333 817.133333333333 32407.1337871504 6269.84954618294 37859.85 0.564656645639714 4.33260040802807 22724 Russia Russia 0 2020-08-01 2020-08-31 31 2020 144713312 161629.9 3189 140742.803438333 20887.0965616673 158440.9 2.20366734471532 14.4334313637071 0.148406142633209 monthly 8 36497.0741935484 720.096774193548 31780.6330344622 4716.44115908616 35776.9774193548 0.497602303645395 3.25916192083708 24385 Russia Russia 0 2020-08-01 2020-08-31 31 2020 144713312 161629.9 3189 140742.803438333 20887.0965616673 158440.9 2.20366734471532 14.4334313637071 0.148406142633212 monthly 8 36497.0741935484 720.096774193548 31780.6330344622 4716.44115908616 35776.9774193548 0.497602303645395 3.25916192083708 22723 Russia Russia 0 2020-07-01 2020-07-31 31 2020 144713312 176449.7 4633 142802.543438333 33647.1565616673 171816.7 3.20150229164819 23.2509062895798 0.235620148994034 monthly 7 39843.4806451613 1046.16129032258 32245.7356151074 7597.74503005391 38797.3193548387 0.722919872307657 5.25020464603416 24384 Russia Russia 0 2020-07-01 2020-07-31 31 2020 144713312 176449.7 4633 142802.543438333 33647.1565616673 171816.7 3.20150229164819 23.2509062895798 0.235620148994036 monthly 7 39843.4806451613 1046.16129032258 32245.7356151074 7597.74503005391 38797.3193548387 0.722919872307657 5.25020464603416 22722 Russia Russia 0 2020-06-01 2020-06-30 30 2020 144713312 168436.1 4613 143816.816230645 24619.2837693555 163823.1 3.18768186302031 17.012452710194 0.171185014483091 monthly 6 39301.7566666667 1076.36666666667 33557.2571204837 5744.49954618294 38225.39 0.74379243470474 3.96957229904526 24383 Russia Russia 0 2020-06-01 2020-06-30 30 2020 144713312 168436.1 4613 143816.816230645 24619.2837693555 163823.1 3.18768186302031 17.012452710194 0.171185014483095 monthly 6 39301.7566666667 1076.36666666667 33557.2571204837 5744.49954618294 38225.39 0.74379243470474 3.96957229904526 22721 Russia Russia 0 2020-05-01 2020-05-31 31 2020 144713312 173281.8 3620 150041.223438333 23240.5765616673 169661.8 2.50149758164612 16.0597364820641 0.154894608488839 monthly 5 39128.1483870968 817.41935483871 33880.2762602687 5247.8721268281 38310.7290322581 0.564854292629768 3.62639210885319 24382 Russia Russia 0 2020-05-01 2020-05-31 31 2020 144713312 173281.8 3620 150041.223438333 23240.5765616673 169661.8 2.50149758164612 16.0597364820641 0.154894608488841 monthly 5 39128.1483870968 817.41935483871 33880.2762602687 5247.8721268281 38310.7290322581 0.564854292629768 3.62639210885319 22720 Russia Russia 0 2020-04-01 2020-04-30 30 2020 144713312 152500.1 1056 147063.916230645 5436.18376935547 151444.1 0.729718631552016 3.7565194896206 0.036964769528028 monthly 4 35583.3566666667 246.4 34314.9137871504 1268.44287951628 35336.9566666667 0.170267680695471 0.876521214244807 24381 Russia Russia 0 2020-04-01 2020-04-30 30 2020 144713312 152500.1 1056 147063.916230645 5436.18376935547 151444.1 0.729718631552016 3.7565194896206 0.0369647695280313 monthly 4 35583.3566666667 246.4 34314.9137871504 1268.44287951628 35336.9566666667 0.170267680695471 0.876521214244807 22719 Russia Russia 0 2020-03-01 2020-03-31 31 2020 144713312 154923 17 155485.723438333 -562.72343833273 154906 0.0117473643336972 -0.388853955835611 -0.00361913252155377 monthly 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