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
10656,Egypt,Egypt,0,2020-01-01,2020-01-31,31,2020,,110990096,56964,0,58232.6215912547,-1268.62159125468,56964,0.0,-1.14300431928149,-0.0217854109361478,monthly,1,12862.8387096774,0.0,13149.3016496382,-286.462939960733,12862.8387096774,0.0,-0.258097749515176,
10657,Egypt,Egypt,0,2020-02-01,2020-02-29,29,2020,,110990096,49835,0,49554.1014578711,280.898542128889,49835,0.0,0.253084331172116,0.00566852256150185,monthly,2,12029.1379310345,0.0,11961.3348346585,67.8030963759387,12029.1379310345,0.0,0.0610893213174072,
10658,Egypt,Egypt,0,2020-03-01,2020-03-31,31,2020,,110990096,49131,46,46167.1459095056,2963.85409049439,49085,0.0414451393933383,2.67037708526208,0.06419833914585,monthly,3,11094.0967741935,10.3870967741935,10424.8393989206,669.257375272926,11083.7096774194,0.00935857986301187,0.602988374091438,
10659,Egypt,Egypt,0,2020-04-01,2020-04-30,30,2020,,110990096,42078,346,42306.0766866183,-228.076686618318,41732,0.311739526741197,-0.20549282759276,-0.00539110937437648,monthly,4,9818.2,80.7333333333333,9871.41789354427,-53.2178935442743,9737.46666666667,0.0727392229062793,-0.0479483264383106,
10660,Egypt,Egypt,0,2020-05-01,2020-05-31,31,2020,,110990096,56747,567,43513.9459095056,13233.0540904944,56180,0.510856392087452,11.9227341604375,0.304110643470825,monthly,5,12813.8387096774,128.032258064516,9825.72972150127,2988.10898817615,12685.8064516129,0.115354669181038,2.69223029429234,
10661,Egypt,Egypt,0,2020-06-01,2020-06-30,30,2020,,110990096,79078,1994,43154.0766866183,35923.9233133817,77084,1.7965566945721,32.3667828104065,0.832457233977186,monthly,6,18451.5333333333,465.266666666667,10069.2845602109,8382.24877312239,17986.2666666667,0.419196562066823,7.55224932242818,
10662,Egypt,Egypt,0,2020-07-01,2020-07-31,31,2020,,110990096,61079,1852,47017.5459095056,14061.4540904944,59227,1.66861735122745,12.6691070620341,0.299068226945711,monthly,7,13792.0322580645,418.193548387097,10616.8652053722,3175.16705269228,13373.8387096774,0.376784563180391,2.86076611078189,
10663,Egypt,Egypt,0,2020-08-01,2020-08-31,31,2020,,110990096,56515,616,49533.1459095056,6981.85409049439,55899,0.555004475354269,6.29051991314107,0.14095317311866,monthly,8,12761.4516129032,139.096774193548,11184.9039150497,1576.54769785357,12622.3548387097,0.125323591209029,1.42043998038669,
10664,Egypt,Egypt,0,2020-09-01,2020-09-30,30,2020,,110990096,49351,509,42503.0766866183,6847.92331338166,48842,0.4585994772002,6.16985078865204,0.161115943767376,monthly,9,11515.2333333333,118.766666666667,9917.38456021094,1597.84877312239,11396.4666666667,0.107006544680047,1.43963185068548,
10665,Egypt,Egypt,0,2020-10-01,2020-10-31,31,2020,,110990096,45897,336,42823.3459095056,3073.6540904944,45561,0.302729713829602,2.76930483103141,0.0717751970383085,monthly,10,10363.8387096774,75.8709677419355,9669.78778601739,694.050923660027,10287.9677419355,0.0683583224776519,0.625326897329674,
10666,Egypt,Egypt,0,2020-11-01,2020-11-30,30,2020,,110990096,50681,384,43813.4766866183,6867.52331338165,50297,0.345976815805259,6.18751002195876,0.156744541468428,monthly,11,11825.5666666667,89.6,10223.1445602109,1602.42210645572,11735.9666666667,0.0807279236878937,1.44375233845704,
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,
10668,Egypt,Egypt,0,2021-01-01,2021-01-31,31,2021,,110990096,69452,1685,58204.4035610899,11247.5964389101,67767,1.51815347560381,10.1338739619706,0.193243049507499,monthly,1,15682.7096774194,380.483870967742,13142.9298363751,2539.77984104422,15302.2258064516,0.342808849329892,2.28829412044496,
10669,Egypt,Egypt,0,2021-02-01,2021-02-28,28,2021,,110990096,54184,1372,47819.8520855821,6364.14791441789,52812,1.23614633147087,5.73397820506245,0.13308589710876,monthly,2,13546.0,343.0,11954.9630213955,1591.03697860447,13203.0,0.309036582867718,1.43349455126561,
10670,Egypt,Egypt,0,2021-03-01,2021-03-31,31,2021,,110990096,60592,1307,46138.9278793408,14453.0721206592,59285,1.1775825475455,13.0219475804933,0.313251147890905,monthly,3,13682.064516129,295.129032258065,10418.4675856576,3263.59693047143,13386.935483871,0.265905736542533,2.94043977624042,
10671,Egypt,Egypt,0,2021-04-01,2021-04-30,30,2021,,110990096,67163,1344,42278.7689154911,24884.2310845089,65819,1.21091885531841,22.4202266520329,0.588575110459076,monthly,4,15671.3666666667,313.6,9865.04608028126,5806.32058638541,15357.7666666667,0.282547732907628,5.23138621880768,
10672,Egypt,Egypt,0,2021-05-01,2021-05-31,31,2021,,110990096,73447,1757,43485.7278793408,29961.2721206592,71690,1.58302412856729,26.9945456400535,0.688990930628832,monthly,5,16584.8064516129,396.741935483871,9819.35790823825,6765.44854337465,16188.064516129,0.357457061289388,6.09554256388305,
10673,Egypt,Egypt,0,2021-06-01,2021-06-30,30,2021,,110990096,54580,1073,43126.7689154911,11453.2310845089,53507,0.966752925414174,10.3191469304693,0.265571276785238,monthly,6,12735.3333333333,250.366666666667,10062.9127469479,2672.4205863854,12484.9666666667,0.225575682596641,2.40780095044283,
10674,Egypt,Egypt,0,2021-07-01,2021-07-31,31,2021,,110990096,54861,355,46989.3278793408,7871.67212065918,54506,0.319848358361633,7.09222931085597,0.167520423804998,monthly,7,12387.9677419355,80.1612903225806,10610.4933921092,1777.47434982627,12307.8064516129,0.0722238228558525,1.60147113470941,
10675,Egypt,Egypt,0,2021-08-01,2021-08-31,31,2021,,110990096,56235,212,49504.9278793408,6730.07212065918,56023,0.19100803372582,6.06366906886826,0.135947518943215,monthly,8,12698.2258064516,47.8709677419355,11178.5321017866,1519.69370466498,12650.3548387097,0.0431308463251852,1.36921559619606,
10676,Egypt,Egypt,0,2021-09-01,2021-09-30,30,2021,,110990096,57300,595,42475.7689154911,14824.2310845089,56705,0.536083868239919,13.356354862968,0.349004419767017,monthly,9,13370.0,138.833333333333,9911.01274694793,3458.98725305207,13231.1666666667,0.125086235922648,3.11648280135921,
10677,Egypt,Egypt,0,2021-10-01,2021-10-31,31,2021,,110990096,65093,1320,42795.1278793408,22297.8721206592,63773,1.18929530433058,20.0899656133816,0.521037632683963,monthly,10,14698.4193548387,298.064516129032,9663.41597275438,5035.00338208433,14400.3548387097,0.268550552590776,4.53644384818293,
10678,Egypt,Egypt,0,2021-11-01,2021-11-30,30,2021,,110990096,60180,1823,43786.1689154911,16393.8310845089,58357,1.64248889378382,14.770535097572,0.374406610364783,monthly,11,14042.0,425.366666666667,10216.7727469479,3825.22725305207,13616.6333333333,0.383247408549558,3.44645818943347,
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,
10680,Egypt,Egypt,0,2022-01-01,2022-01-31,31,2022,,110990096,69000,883,58176.1855309251,10823.8144690749,68117,0.795566480093863,9.7520543356183,0.186052323133514,monthly,1,15580.6451612903,199.387096774194,13136.5580231121,2444.08713817821,15381.2580645161,0.179644043892163,2.2020767854622,
10681,Egypt,Egypt,0,2022-02-01,2022-02-28,28,2022,,110990096,68100,1439,47794.36483253,20305.63516747,66661,1.29651207797856,18.2949973910014,0.424854169285862,monthly,2,17025.0,359.75,11948.5912081325,5076.40879186749,16665.25,0.32412801949464,4.57374934775035,
10682,Egypt,Egypt,0,2022-03-01,2022-03-31,31,2022,,110990096,53400,343,46110.709849176,7289.29015082397,53057,0.309036582867718,6.56751405172581,0.158082366865888,monthly,3,12058.064516129,77.4516129032258,10412.0957723946,1645.96874373444,11980.6129032258,0.0697824541959364,1.48298704393809,
10683,Egypt,Egypt,0,2022-04-01,2022-04-30,30,2022,,110990096,44800,196,42251.4611443639,2548.53885563612,44604,0.176592333067268,2.29618582872126,0.0603183602793838,monthly,4,10453.3333333333,45.7333333333333,9858.67426701824,594.659066315095,10407.6,0.0412048777156958,0.535776693368294,
10684,Egypt,Egypt,0,2022-05-01,2022-05-31,31,2022,,110990096,44500,105,43457.509849176,1042.49015082398,44395,0.0946030355717505,0.939264122110479,0.0239887226498263,monthly,5,10048.3870967742,23.7096774193548,9812.98609497523,235.401001798963,10024.6774193548,0.0213619757742662,0.212091898541076,
10685,Egypt,Egypt,0,2022-06-01,2022-06-30,30,2022,,110990096,42600,5,43099.4611443639,-499.461144363893,42595,0.00450490645579764,-0.450005146732996,-0.0115885705088266,monthly,6,9940.0,1.16666666666667,10056.5409336849,-116.540933684908,9938.83333333333,0.00105114483968612,-0.105001200904366,
10686,Egypt,Egypt,0,2022-07-01,2022-07-31,31,2022,,110990096,45300,42,46961.109849176,-1661.10984917603,45258,0.0378412142287002,-1.49662889666843,-0.0353720313363757,monthly,7,10229.0322580645,9.48387096774193,10604.1215788462,-375.089320781685,10219.5483870968,0.00854479030970649,-0.337948460538033,
10687,Egypt,Egypt,0,2022-08-01,2022-08-31,31,2022,,110990096,48000,29,49476.709849176,-1476.70984917603,47971,0.0261284574436263,-1.33048794657861,-0.0298465652562105,monthly,8,10838.7096774194,6.54838709677419,11172.1602885236,-333.450611104264,10832.1612903226,0.00589997426146401,-0.300432762130654,
10688,Egypt,Egypt,0,2022-09-01,2022-09-30,30,2022,,110990096,42200,3,42448.4611443639,-248.461144363901,42197,0.00270294387347858,-0.223858842651961,-0.00585324267748843,monthly,9,9846.66666666667,0.7,9904.64093368491,-57.9742670182435,9845.96666666667,0.00063068690381167,-0.0522337299521242,
21795,Egypt,Egypt,0,2020-01-01,2020-01-31,31,2020,,110990096,56964,0,58232.6215912547,-1268.62159125468,56964,0.0,-1.1430043192815,-0.0217854109361482,monthly,1,12862.8387096774,0.0,13149.3016496382,-286.462939960733,12862.8387096774,0.0,-0.258097749515176,
21796,Egypt,Egypt,0,2020-02-01,2020-02-29,29,2020,,110990096,49835,0,49554.1014578711,280.898542128889,49835,0.0,0.253084331172116,0.00566852256150208,monthly,2,12029.1379310345,0.0,11961.3348346585,67.8030963759387,12029.1379310345,0.0,0.0610893213174072,
21797,Egypt,Egypt,0,2020-03-01,2020-03-31,31,2020,,110990096,49131,46,46167.1459095056,2963.85409049439,49085,0.0414451393933383,2.67037708526209,0.0641983391458505,monthly,3,11094.0967741935,10.3870967741935,10424.8393989206,669.257375272926,11083.7096774194,0.00935857986301187,0.602988374091438,
21798,Egypt,Egypt,0,2020-04-01,2020-04-30,30,2020,,110990096,42078,346,42306.0766866183,-228.076686618318,41732,0.311739526741197,-0.205492827592759,-0.00539110937437592,monthly,4,9818.2,80.7333333333333,9871.41789354427,-53.2178935442743,9737.46666666667,0.0727392229062793,-0.0479483264383106,
21799,Egypt,Egypt,0,2020-05-01,2020-05-31,31,2020,,110990096,56747,567,43513.9459095056,13233.0540904944,56180,0.510856392087452,11.9227341604375,0.304110643470825,monthly,5,12813.8387096774,128.032258064516,9825.72972150127,2988.10898817615,12685.8064516129,0.115354669181038,2.69223029429234,
21800,Egypt,Egypt,0,2020-06-01,2020-06-30,30,2020,,110990096,79078,1994,43154.0766866183,35923.9233133817,77084,1.7965566945721,32.3667828104065,0.832457233977188,monthly,6,18451.5333333333,465.266666666667,10069.2845602109,8382.24877312239,17986.2666666667,0.419196562066823,7.55224932242818,
21801,Egypt,Egypt,0,2020-07-01,2020-07-31,31,2020,,110990096,61079,1852,47017.5459095056,14061.4540904944,59227,1.66861735122745,12.6691070620341,0.299068226945711,monthly,7,13792.0322580645,418.193548387097,10616.8652053722,3175.16705269228,13373.8387096774,0.376784563180391,2.86076611078189,
21802,Egypt,Egypt,0,2020-08-01,2020-08-31,31,2020,,110990096,56515,616,49533.1459095056,6981.85409049439,55899,0.555004475354269,6.29051991314107,0.14095317311866,monthly,8,12761.4516129032,139.096774193548,11184.9039150497,1576.54769785357,12622.3548387097,0.125323591209029,1.42043998038669,
21803,Egypt,Egypt,0,2020-09-01,2020-09-30,30,2020,,110990096,49351,509,42503.0766866183,6847.92331338166,48842,0.4585994772002,6.16985078865204,0.161115943767377,monthly,9,11515.2333333333,118.766666666667,9917.38456021094,1597.84877312239,11396.4666666667,0.107006544680047,1.43963185068548,
21804,Egypt,Egypt,0,2020-10-01,2020-10-31,31,2020,,110990096,45897,336,42823.3459095056,3073.6540904944,45561,0.302729713829602,2.76930483103141,0.0717751970383083,monthly,10,10363.8387096774,75.8709677419355,9669.78778601739,694.050923660027,10287.9677419355,0.0683583224776519,0.625326897329674,
21805,Egypt,Egypt,0,2020-11-01,2020-11-30,30,2020,,110990096,50681,384,43813.4766866183,6867.52331338165,50297,0.345976815805259,6.18751002195876,0.156744541468429,monthly,11,11825.5666666667,89.6,10223.1445602109,1602.42210645572,11735.9666666667,0.0807279236878937,1.44375233845704,
21806,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,
21807,Egypt,Egypt,0,2021-01-01,2021-01-31,31,2021,,110990096,69452,1685,58204.4035610899,11247.5964389101,67767,1.51815347560381,10.1338739619705,0.193243049507498,monthly,1,15682.7096774194,380.483870967742,13142.9298363751,2539.77984104422,15302.2258064516,0.342808849329892,2.28829412044496,
21808,Egypt,Egypt,0,2021-02-01,2021-02-28,28,2021,,110990096,54184,1372,47819.8520855821,6364.14791441789,52812,1.23614633147087,5.73397820506245,0.13308589710876,monthly,2,13546.0,343.0,11954.9630213955,1591.03697860447,13203.0,0.309036582867718,1.43349455126561,
21809,Egypt,Egypt,0,2021-03-01,2021-03-31,31,2021,,110990096,60592,1307,46138.9278793408,14453.0721206592,59285,1.1775825475455,13.0219475804933,0.313251147890905,monthly,3,13682.064516129,295.129032258065,10418.4675856576,3263.59693047143,13386.935483871,0.265905736542533,2.94043977624042,
21810,Egypt,Egypt,0,2021-04-01,2021-04-30,30,2021,,110990096,67163,1344,42278.7689154911,24884.2310845089,65819,1.21091885531841,22.4202266520329,0.588575110459076,monthly,4,15671.3666666667,313.6,9865.04608028126,5806.32058638541,15357.7666666667,0.282547732907628,5.23138621880768,
21811,Egypt,Egypt,0,2021-05-01,2021-05-31,31,2021,,110990096,73447,1757,43485.7278793408,29961.2721206592,71690,1.58302412856729,26.9945456400535,0.688990930628833,monthly,5,16584.8064516129,396.741935483871,9819.35790823825,6765.44854337465,16188.064516129,0.357457061289388,6.09554256388305,
21812,Egypt,Egypt,0,2021-06-01,2021-06-30,30,2021,,110990096,54580,1073,43126.7689154911,11453.2310845089,53507,0.966752925414174,10.3191469304693,0.265571276785238,monthly,6,12735.3333333333,250.366666666667,10062.9127469479,2672.4205863854,12484.9666666667,0.225575682596641,2.40780095044283,
21813,Egypt,Egypt,0,2021-07-01,2021-07-31,31,2021,,110990096,54861,355,46989.3278793408,7871.67212065918,54506,0.319848358361633,7.09222931085597,0.167520423804998,monthly,7,12387.9677419355,80.1612903225806,10610.4933921092,1777.47434982627,12307.8064516129,0.0722238228558525,1.60147113470941,
21814,Egypt,Egypt,0,2021-08-01,2021-08-31,31,2021,,110990096,56235,212,49504.9278793408,6730.07212065918,56023,0.19100803372582,6.06366906886825,0.135947518943216,monthly,8,12698.2258064516,47.8709677419355,11178.5321017866,1519.69370466498,12650.3548387097,0.0431308463251852,1.36921559619606,
21815,Egypt,Egypt,0,2021-09-01,2021-09-30,30,2021,,110990096,57300,595,42475.7689154911,14824.2310845089,56705,0.536083868239919,13.356354862968,0.349004419767018,monthly,9,13370.0,138.833333333333,9911.01274694793,3458.98725305207,13231.1666666667,0.125086235922648,3.11648280135921,
21816,Egypt,Egypt,0,2021-10-01,2021-10-31,31,2021,,110990096,65093,1320,42795.1278793408,22297.8721206592,63773,1.18929530433058,20.0899656133816,0.521037632683963,monthly,10,14698.4193548387,298.064516129032,9663.41597275438,5035.00338208433,14400.3548387097,0.268550552590776,4.53644384818293,
21817,Egypt,Egypt,0,2021-11-01,2021-11-30,30,2021,,110990096,60180,1823,43786.1689154911,16393.8310845089,58357,1.64248889378382,14.770535097572,0.374406610364784,monthly,11,14042.0,425.366666666667,10216.7727469479,3825.22725305207,13616.6333333333,0.383247408549558,3.44645818943347,
21818,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,
21819,Egypt,Egypt,0,2022-01-01,2022-01-31,31,2022,,110990096,69000,883,58176.1855309251,10823.8144690749,68117,0.795566480093863,9.75205433561829,0.186052323133513,monthly,1,15580.6451612903,199.387096774194,13136.5580231121,2444.08713817821,15381.2580645161,0.179644043892163,2.2020767854622,
21820,Egypt,Egypt,0,2022-02-01,2022-02-28,28,2022,,110990096,68100,1439,47794.36483253,20305.63516747,66661,1.29651207797856,18.2949973910014,0.424854169285863,monthly,2,17025.0,359.75,11948.5912081325,5076.40879186749,16665.25,0.32412801949464,4.57374934775035,
21821,Egypt,Egypt,0,2022-03-01,2022-03-31,31,2022,,110990096,53400,343,46110.709849176,7289.29015082397,53057,0.309036582867718,6.56751405172581,0.158082366865889,monthly,3,12058.064516129,77.4516129032258,10412.0957723946,1645.96874373444,11980.6129032258,0.0697824541959364,1.48298704393809,
21822,Egypt,Egypt,0,2022-04-01,2022-04-30,30,2022,,110990096,44800,196,42251.4611443639,2548.53885563612,44604,0.176592333067268,2.29618582872126,0.0603183602793831,monthly,4,10453.3333333333,45.7333333333333,9858.67426701824,594.659066315095,10407.6,0.0412048777156958,0.535776693368294,
21823,Egypt,Egypt,0,2022-05-01,2022-05-31,31,2022,,110990096,44500,105,43457.509849176,1042.49015082398,44395,0.0946030355717505,0.939264122110481,0.0239887226498268,monthly,5,10048.3870967742,23.7096774193548,9812.98609497523,235.401001798963,10024.6774193548,0.0213619757742662,0.212091898541076,
21824,Egypt,Egypt,0,2022-06-01,2022-06-30,30,2022,,110990096,42600,5,43099.4611443639,-499.461144363893,42595,0.00450490645579764,-0.450005146732996,-0.0115885705088268,monthly,6,9940.0,1.16666666666667,10056.5409336849,-116.540933684908,9938.83333333333,0.00105114483968612,-0.105001200904366,
21825,Egypt,Egypt,0,2022-07-01,2022-07-31,31,2022,,110990096,45300,42,46961.109849176,-1661.10984917603,45258,0.0378412142287002,-1.49662889666843,-0.0353720313363749,monthly,7,10229.0322580645,9.48387096774193,10604.1215788462,-375.089320781685,10219.5483870968,0.00854479030970649,-0.337948460538033,
21826,Egypt,Egypt,0,2022-08-01,2022-08-31,31,2022,,110990096,48000,29,49476.709849176,-1476.70984917603,47971,0.0261284574436263,-1.33048794657861,-0.02984656525621,monthly,8,10838.7096774194,6.54838709677419,11172.1602885236,-333.450611104264,10832.1612903226,0.00589997426146401,-0.300432762130654,
21827,Egypt,Egypt,0,2022-09-01,2022-09-30,30,2022,,110990096,42200,3,42448.4611443639,-248.461144363901,42197,0.00270294387347858,-0.223858842651962,-0.00585324267748843,monthly,9,9846.66666666667,0.7,9904.64093368491,-57.9742670182435,9845.96666666667,0.00063068690381167,-0.0522337299521242,