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
331,Japan,Japan,0,2022-07-01,2022-07-31,31,2022,,123951696,117568,1332,112057.127931338,5510.87206866153,116236,1.07461216182149,4.44598359401353,0.0491791300597875,monthly,7,26547.6129032258,300.774193548387,25303.2224361087,1244.39046711712,26246.8387096774,0.242654359120981,1.00393177929338,
377,Singapore,Singapore,0,2022-07-01,2022-07-31,31,2022,,5637022,2391,87,2026.6303305358,364.369669464203,2304,1.54336811174411,6.4638681464114,0.179790889327049,monthly,7,539.903225806452,19.6451612903226,457.626203669374,82.2770221370781,520.258064516129,0.348502476845444,1.45958312983483,
410,Kazakhstan,Kazakhstan,0,2022-07-01,2022-07-31,31,2022,,19397998,10628,4,11674.8859210606,-1046.88592106062,10624,0.0206206846706552,-5.39687611608485,-0.0896699058251279,monthly,7,2399.87096774194,0.903225806451613,2636.26456282014,-236.393595078204,2398.96774193548,0.00465628363530924,-1.21864944556755,
443,Brazil,Brazil,0,2022-07-01,2022-07-31,31,2022,,215313504,136795,7098,127337.016990513,9457.98300948717,129697,3.29658840162668,4.39265667679031,0.0742752047520623,monthly,7,30889.1935483871,1602.77419354839,28753.5199655997,2135.67358278743,29286.4193548387,0.744390929399573,0.991890217339748,
630,Hong Kong,Hong Kong,0,2022-07-01,2022-07-31,31,2022,,7488863,3952,102,4093.56051207203,-141.560512072034,3850,1.36202251262975,-1.89028043472065,-0.0345812677385781,monthly,7,892.387096774194,23.0322580645161,924.352373693685,-31.9652769194915,869.354838709677,0.307553470593815,-0.426837517517566,
10208,Malaysia,Malaysia,0,2022-07-01,2022-07-31,31,2022,,33938216,19099,204,16213.4204129417,2885.5795870583,18895,0.601092290767435,8.50244923615992,0.177974758784088,monthly,7,4312.67741935484,46.0645161290323,3661.09493195458,651.582487400262,4266.61290322581,0.135730517270066,1.91990789203611,
10241,Serbia,Serbia,0,2022-07-01,2022-07-31,31,2022,,6871547,7848,154,7778.04924131849,69.9507586815098,7694,2.24112561552733,1.01797686432924,0.00899335508316379,monthly,7,1772.12903225806,34.7741935483871,1756.33369965256,15.7953326055022,1737.35483870968,0.506060622861011,0.229865743558215,
10425,Thailand,Thailand,0,2022-07-01,2022-07-31,31,2022,,71697024,44147,756,41913.4595557382,2233.54044426177,43391,1.05443707119559,3.11524847148715,0.053289336359637,monthly,7,9968.67741935484,170.709677419355,9464.32957710218,504.347842252658,9797.96774193548,0.238098693495779,0.703443203239033,
10630,Oman,Oman,0,2022-07-01,2022-07-31,31,2022,,4576300,818,0,828.681794684666,-10.6817946846659,818,0.0,-0.23341552530791,-0.0128901042030621,monthly,7,184.709677419355,0.0,187.121695573957,-2.41201815460197,184.709677419355,0.0,-0.0527067315211409,
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,
10998,Kyrgyzstan,Kyrgyzstan,0,2022-07-01,2022-07-31,31,2022,,6630621,2378,0,2815.27193790671,-437.271937906709,2378,0.0,-6.59473581594709,-0.155321385482868,monthly,7,536.967741935484,0.0,635.706566624096,-98.7388246886118,536.967741935484,0.0,-1.48913389392354,
11044,Moldova,Moldova,0,2022-07-01,2022-07-31,31,2022,,3272993,2529,41,2400.12389922762,128.876100772381,2488,1.25267606744041,3.9375611488439,0.0536956033035854,monthly,7,571.064516129032,9.25806451612903,541.963461115914,29.1010550131182,561.806451612903,0.282862337809126,0.889126711029269,
11143,Ireland,Ireland,0,2022-07-01,2022-07-31,31,2022,,5023108,2749,176,2341.44877303411,407.551226965892,2573,3.50380680646325,8.11352706264511,0.174059424942181,monthly,7,620.741935483871,39.741935483871,528.714239072218,92.027696411653,581.0,0.791182182104605,1.83208675608115,
17955,Kosovo,Kosovo,0,2022-07-01,2022-07-31,31,2022,,1782115,736,31,799.771658152406,-63.7716581524056,705,1.7395061485931,-3.57842553103507,-0.0797373319026181,monthly,7,166.193548387097,7.0,180.593600227963,-14.4000518408658,159.193548387097,0.392791710972637,-0.808031571524048,
17989,Faroe Islands,Faroe Islands,0,2022-07-01,2022-07-31,31,2022,,49085,46,0,32.7688955786658,13.2311044213342,46,0.0,26.9554943900054,0.403770227457658,monthly,7,10.3870967741935,0.0,7.39942803389229,2.98766874030126,10.3870967741935,0.0,6.08672453967864,
18023,Barbados,Barbados,0,2022-07-01,2022-07-31,31,2022,,281646,178,16,235.689677978477,-57.6896779784767,162,5.68089019549363,-20.4830453755696,-0.244769641476386,monthly,7,40.1935483870968,3.61290322580645,53.2202498661077,-13.0267014790109,36.5806451612903,1.28278165704695,-4.62520379448346,
18056,Qatar,Qatar,0,2022-07-01,2022-07-31,31,2022,,2695131,213,2,172.174294532628,40.825705467372,211,0.0742078956458888,1.51479484549627,0.23711847101331,monthly,7,48.0967741935484,0.451612903225806,38.8780665073676,9.21870768618079,47.6451612903226,0.0167566215974588,0.342050448983028,
18238,Greenland,Greenland,0,2022-07-01,2022-07-31,31,2022,,56494,43,0,45.5190004865295,-2.5190004865295,43,0.0,-4.45888145029472,-0.0553395386455147,monthly,7,9.70967741935484,0.0,10.2784839808292,-0.568806561474403,9.70967741935484,0.0,-1.00684419845365,
18271,Monaco,Monaco,0,2022-07-01,2022-07-31,31,2022,,36491,42,3,36.7677081432831,5.23229185671692,39,8.22120522868653,14.338581723485,0.142306717523071,monthly,7,9.48387096774193,0.67741935483871,8.3023857097736,1.18148525796834,8.80645161290323,1.85640118067115,3.23774426014178,
18304,San Marino,San Marino,0,2022-07-01,2022-07-31,31,2022,,33690,22,3,20.0887702973912,1.91122970260879,19,8.90471950133571,5.67298813478419,0.0951392083395464,monthly,7,4.96774193548387,0.67741935483871,4.5361739381206,0.431567997363276,4.29032258064516,2.01074311320484,1.28099732075772,
19303,Taiwan,Taiwan,0,2022-07-01,2022-07-31,31,2022,,23893396,18215,2276,15556.6167700541,2658.38322994587,15939,9.52564465930251,11.1260167033011,0.170884406888724,monthly,7,4113.06451612903,513.935483870968,3512.78443194771,600.280084181325,3599.12903225806,2.1509520198425,2.51232635235831,
19534,Saint Kitts and Nevis,Saint Kitts and Nevis,0,2022-07-01,2022-07-31,31,2022,,47681,33,3,29.5483040112606,3.45169598873938,30,6.29181434953126,7.23914345072331,0.116815367387041,monthly,7,7.45161290322581,0.67741935483871,6.67219767996207,0.779415223263731,6.7741935483871,1.4207322724748,1.63464529532462,
19715,Armenia,Armenia,0,2022-07-01,2022-07-31,31,2022,,2780472,1869,4,1923.69990421456,-54.6999042145587,1865,0.143860466855987,-1.96728843932105,-0.0284347387525044,monthly,7,422.032258064516,0.903225806451613,434.383849338771,-12.3515912742552,421.129032258065,0.0324846215481261,-0.444226421782172,
20613,North Macedonia,North Macedonia,0,2022-07-01,2022-07-31,31,2022,,2093606,1528,45,1528.48165936874,-0.481659368737382,1483,2.14940155884154,-0.023006208844328,-0.000315122766298859,monthly,7,345.032258064516,10.1612903225806,345.141019857457,-0.108761792940699,334.870967741935,0.485348739093251,-0.00519495038420311,
21427,Armenia,Armenia,0,2022-07-01,2022-07-31,31,2022,,2780472,1869,4,1923.69990421456,-54.6999042145587,1865,0.143860466855987,-1.96728843932105,-0.0284347387525051,monthly,7,422.032258064516,0.903225806451613,434.383849338771,-12.3515912742552,421.129032258065,0.0324846215481261,-0.444226421782172,
21485,Azerbaijan,Azerbaijan,0,2022-07-01,2022-07-31,31,2022,,10358078,4594,31,5050.72461077662,-456.724610776615,4563,0.299283322639586,-4.40935674337087,-0.0904275417832356,monthly,7,1037.35483870968,7.0,1140.48620243343,-103.131363723752,1030.35483870968,0.0675801051121646,-0.995661200116004,
21543,Barbados,Barbados,0,2022-07-01,2022-07-31,31,2022,,281646,178,16,235.689677978477,-57.6896779784767,162,5.68089019549363,-20.4830453755696,-0.244769641476387,monthly,7,40.1935483870968,3.61290322580645,53.2202498661077,-13.0267014790109,36.5806451612903,1.28278165704695,-4.62520379448346,
21664,Bosnia and Herzegovina,Bosnia and Herzegovina,0,2022-07-01,2022-07-31,31,2022,,3233530,2779,47,2699.02801952204,79.9719804779606,2732,1.45351983745319,2.47320978861989,0.029629918585329,monthly,7,627.516129032258,10.6129032258065,609.457939892073,18.0581891401847,616.903225806452,0.328214156844268,0.558466726462555,
21697,Brazil,Brazil,0,2022-07-01,2022-07-31,31,2022,,215313504,136795,7098,127337.016990513,9457.98300948717,129697,3.29658840162668,4.39265667679031,0.0742752047520607,monthly,7,30889.1935483871,1602.77419354839,28753.5199655997,2135.67358278743,29286.4193548387,0.744390929399573,0.991890217339748,
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,
21866,Faroe Islands,Faroe Islands,0,2022-07-01,2022-07-31,31,2022,,49085,46,0,32.7688955786658,13.2311044213342,46,0.0,26.9554943900055,0.40377022745766,monthly,7,10.3870967741935,0.0,7.39942803389229,2.98766874030126,10.3870967741935,0.0,6.08672453967864,
21967,Greenland,Greenland,0,2022-07-01,2022-07-31,31,2022,,56494,43,0,45.5190004865295,-2.5190004865295,43,0.0,-4.45888145029472,-0.0553395386455147,monthly,7,9.70967741935484,0.0,10.2784839808292,-0.568806561474403,9.70967741935484,0.0,-1.00684419845365,
22000,Hong Kong,Hong Kong,0,2022-07-01,2022-07-31,31,2022,,7488863,3952,102,4093.56051207203,-141.560512072034,3850,1.36202251262975,-1.89028043472065,-0.0345812677385773,monthly,7,892.387096774194,23.0322580645161,924.352373693685,-31.9652769194915,869.354838709677,0.307553470593815,-0.426837517517566,
22033,Ireland,Ireland,0,2022-07-01,2022-07-31,31,2022,,5023108,2749,176,2341.44877303411,407.551226965892,2573,3.50380680646325,8.11352706264512,0.17405942494218,monthly,7,620.741935483871,39.741935483871,528.714239072218,92.027696411653,581.0,0.791182182104605,1.83208675608115,
22090,Japan,Japan,0,2022-07-01,2022-07-31,31,2022,,123951696,117568,1332,112057.127931338,5510.87206866153,116236,1.07461216182149,4.44598359401353,0.0491791300597919,monthly,7,26547.6129032258,300.774193548387,25303.2224361087,1244.39046711712,26246.8387096774,0.242654359120981,1.00393177929338,
22148,Kazakhstan,Kazakhstan,0,2022-07-01,2022-07-31,31,2022,,19397998,10628,4,11674.8859210606,-1046.88592106062,10624,0.0206206846706552,-5.39687611608487,-0.0896699058251266,monthly,7,2399.87096774194,0.903225806451613,2636.26456282014,-236.393595078204,2398.96774193548,0.00465628363530924,-1.21864944556755,
22181,Kosovo,Kosovo,0,2022-07-01,2022-07-31,31,2022,,1782115,736,31,799.771658152406,-63.7716581524056,705,1.7395061485931,-3.57842553103507,-0.0797373319026186,monthly,7,166.193548387097,7.0,180.593600227963,-14.4000518408658,159.193548387097,0.392791710972637,-0.808031571524048,
22239,Kyrgyzstan,Kyrgyzstan,0,2022-07-01,2022-07-31,31,2022,,6630621,2378,0,2815.27193790671,-437.271937906709,2378,0.0,-6.59473581594709,-0.155321385482868,monthly,7,536.967741935484,0.0,635.706566624096,-98.7388246886118,536.967741935484,0.0,-1.48913389392354,
22326,Macao,Macao,0,2022-07-01,2022-07-31,31,2022,,695180,203,6,174.831470838654,28.1685291613459,197,0.863085819499986,4.05197634588824,0.161118184421967,monthly,7,45.8387096774194,1.35483870967742,39.4780740603412,6.36063561707811,44.4838709677419,0.194890346338706,0.914962400684443,
22360,Malaysia,Malaysia,0,2022-07-01,2022-07-31,31,2022,,33938216,19099,204,16213.4204129417,2885.5795870583,18895,0.601092290767435,8.50244923615991,0.177974758784088,monthly,7,4312.67741935484,46.0645161290323,3661.09493195458,651.582487400262,4266.61290322581,0.135730517270066,1.91990789203611,
22435,Moldova,Moldova,0,2022-07-01,2022-07-31,31,2022,,3272993,2529,41,2400.12389922762,128.876100772381,2488,1.25267606744041,3.93756114884392,0.0536956033035851,monthly,7,571.064516129032,9.25806451612903,541.963461115914,29.1010550131182,561.806451612903,0.282862337809126,0.889126711029269,
22468,Monaco,Monaco,0,2022-07-01,2022-07-31,31,2022,,36491,42,3,36.7677081432831,5.23229185671692,39,8.22120522868653,14.338581723485,0.142306717523071,monthly,7,9.48387096774193,0.67741935483871,8.3023857097736,1.18148525796834,8.80645161290323,1.85640118067115,3.23774426014178,
22501,Mongolia,Mongolia,0,2022-07-01,2022-07-31,31,2022,,3398373,1438,1,1474.334397616,-36.3343976160011,1437,0.0294258458385822,-1.0691703828862,-0.0246446109340952,monthly,7,324.709677419355,0.225806451612903,332.914218816516,-8.20454139716153,324.483870967742,0.00664454583451855,-0.241425570329141,
22548,North Macedonia,North Macedonia,0,2022-07-01,2022-07-31,31,2022,,2093606,1528,45,1528.48165936874,-0.481659368737382,1483,2.14940155884154,-0.023006208844328,-0.000315122766300635,monthly,7,345.032258064516,10.1612903225806,345.141019857457,-0.108761792940699,334.870967741935,0.485348739093251,-0.00519495038420311,
22581,Oman,Oman,0,2022-07-01,2022-07-31,31,2022,,4576300,818,0,828.681794684666,-10.6817946846659,818,0.0,-0.23341552530791,-0.0128901042030622,monthly,7,184.709677419355,0.0,187.121695573957,-2.41201815460197,184.709677419355,0.0,-0.0527067315211409,
22649,Paraguay,Paraguay,0,2022-07-01,2022-07-31,31,2022,,6780745,3433,257,3443.09175028886,-10.0917502888551,3176,3.79014400335066,-0.148829520780609,-0.00293101404806118,monthly,7,775.193548387097,58.0322580645161,777.472330710387,-2.27878232328986,717.161290322581,0.855838968498537,-0.0336066659827182,
22713,Qatar,Qatar,0,2022-07-01,2022-07-31,31,2022,,2695131,213,2,172.174294532628,40.825705467372,211,0.0742078956458888,1.51479484549627,0.23711847101331,monthly,7,48.0967741935484,0.451612903225806,38.8780665073676,9.21870768618079,47.6451612903226,0.0167566215974588,0.342050448983028,
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,
22781,Saint Kitts and Nevis,Saint Kitts and Nevis,0,2022-07-01,2022-07-31,31,2022,,47681,33,3,29.5483040112606,3.45169598873938,30,6.29181434953126,7.23914345072331,0.116815367387042,monthly,7,7.45161290322581,0.67741935483871,6.67219767996207,0.779415223263731,6.7741935483871,1.4207322724748,1.63464529532462,
22837,San Marino,San Marino,0,2022-07-01,2022-07-31,31,2022,,33690,22,3,20.0887702973912,1.91122970260879,19,8.90471950133571,5.67298813478418,0.0951392083395468,monthly,7,4.96774193548387,0.67741935483871,4.5361739381206,0.431567997363276,4.29032258064516,2.01074311320484,1.28099732075772,
22871,Serbia,Serbia,0,2022-07-01,2022-07-31,31,2022,,6871547,7848,154,7778.04924131849,69.9507586815098,7694,2.24112561552733,1.01797686432924,0.00899335508316379,monthly,7,1772.12903225806,34.7741935483871,1756.33369965256,15.7953326055022,1737.35483870968,0.506060622861011,0.229865743558215,
22929,Singapore,Singapore,0,2022-07-01,2022-07-31,31,2022,,5637022,2391,87,2026.6303305358,364.369669464203,2304,1.54336811174411,6.4638681464114,0.179790889327048,monthly,7,539.903225806452,19.6451612903226,457.626203669374,82.2770221370781,520.258064516129,0.348502476845444,1.45958312983483,
22974,Taiwan,Taiwan,0,2022-07-01,2022-07-31,31,2022,,23893396,18215,2276,15556.6167700541,2658.38322994587,15939,9.52564465930251,11.1260167033011,0.170884406888726,monthly,7,4113.06451612903,513.935483870968,3512.78443194771,600.280084181325,3599.12903225806,2.1509520198425,2.51232635235831,
23009,Thailand,Thailand,0,2022-07-01,2022-07-31,31,2022,,71697024,44147,756,41913.4595557382,2233.54044426177,43391,1.05443707119559,3.11524847148714,0.0532893363596376,monthly,7,9968.67741935484,170.709677419355,9464.32957710218,504.347842252658,9797.96774193548,0.238098693495779,0.703443203239033,
23069,Uruguay,Uruguay,0,2022-07-01,2022-07-31,31,2022,,3422796,3795,72,3626.13214893876,168.867851061241,3723,2.10354341888912,4.93362301058085,0.0465696902719503,monthly,7,856.935483870968,16.258064516129,818.804033631333,38.131450239635,840.677419354839,0.474993675233027,1.11404390561503,
23101,Uzbekistan,Uzbekistan,0,2022-07-01,2022-07-31,31,2022,,34627648,17269,0,14020.09826826,3248.90173174,17269,0.0,9.38239216172002,0.231731737508229,monthly,7,3899.45161290323,0.0,3165.82864122,733.622971683225,3899.45161290323,0.0,2.11860468167871,
23297,Uruguay,Uruguay,0,2022-07-01,2022-07-31,31,2022,,3422796,3795,72,3626.13214893876,168.867851061241,3723,2.10354341888912,4.93362301058085,0.0465696902719506,monthly,7,856.935483870968,16.258064516129,818.804033631333,38.131450239635,840.677419354839,0.474993675233027,1.11404390561503,
23665,Paraguay,Paraguay,0,2022-07-01,2022-07-31,31,2022,,6780745,3433,257,3443.09175028886,-10.0917502888551,3176,3.79014400335066,-0.148829520780609,-0.00293101404805973,monthly,7,775.193548387097,58.0322580645161,777.472330710387,-2.27878232328986,717.161290322581,0.855838968498537,-0.0336066659827182,
23878,Mongolia,Mongolia,0,2022-07-01,2022-07-31,31,2022,,3398373,1438,1,1474.334397616,-36.3343976160011,1437,0.0294258458385822,-1.06917038288619,-0.024644610934096,monthly,7,324.709677419355,0.225806451612903,332.914218816516,-8.20454139716153,324.483870967742,0.00664454583451855,-0.241425570329141,
24215,Azerbaijan,Azerbaijan,0,2022-07-01,2022-07-31,31,2022,,10358078,4594,31,5050.72461077662,-456.724610776615,4563,0.299283322639586,-4.40935674337087,-0.0904275417832349,monthly,7,1037.35483870968,7.0,1140.48620243343,-103.131363723752,1030.35483870968,0.0675801051121646,-0.995661200116004,
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,
24466,Macao,Macao,0,2022-07-01,2022-07-31,31,2022,,695180,203,6,174.831470838654,28.1685291613459,197,0.863085819499986,4.05197634588825,0.161118184421966,monthly,7,45.8387096774194,1.35483870967742,39.4780740603412,6.36063561707811,44.4838709677419,0.194890346338706,0.914962400684443,
24500,Uzbekistan,Uzbekistan,0,2022-07-01,2022-07-31,31,2022,,34627648,17269,0,14020.09826826,3248.90173174,17269,0.0,9.38239216172001,0.231731737508228,monthly,7,3899.45161290323,0.0,3165.82864122,733.622971683225,3899.45161290323,0.0,2.11860468167871,
24557,Bosnia and Herzegovina,Bosnia and Herzegovina,0,2022-07-01,2022-07-31,31,2022,,3233530,2779,47,2699.02801952204,79.9719804779606,2732,1.45351983745319,2.47320978861989,0.0296299185853293,monthly,7,627.516129032258,10.6129032258065,609.457939892073,18.0581891401847,616.903225806452,0.328214156844268,0.558466726462555,