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
18059,Qatar,Qatar,0,2022-10-01,2022-10-31,31,2022,,2695131,221,2,186.174294532628,34.825705467372,219,0.0742078956458888,1.2921711585586,0.187059688099254,monthly,10,49.9032258064516,0.451612903225806,42.0393568299482,7.86386897650336,49.4516129032258,0.0167566215974588,0.291780584190652,
22716,Qatar,Qatar,0,2022-10-01,2022-10-31,31,2022,,2695131,221,2,186.174294532628,34.825705467372,219,0.0742078956458888,1.2921711585586,0.187059688099254,monthly,10,49.9032258064516,0.451612903225806,42.0393568299482,7.86386897650336,49.4516129032258,0.0167566215974588,0.291780584190652,
18058,Qatar,Qatar,0,2022-09-01,2022-09-30,30,2022,,2695131,230,1,178.607381805769,51.392618194231,229,0.0371039478229444,1.90686902396325,0.287740728712541,monthly,9,53.6666666666667,0.233333333333333,41.6750557546794,11.9916109119872,53.4333333333333,0.0086575878253537,0.444936105591426,
22715,Qatar,Qatar,0,2022-09-01,2022-09-30,30,2022,,2695131,230,1,178.607381805769,51.392618194231,229,0.0371039478229444,1.90686902396325,0.287740728712541,monthly,9,53.6666666666667,0.233333333333333,41.6750557546794,11.9916109119872,53.4333333333333,0.0086575878253537,0.444936105591426,
18057,Qatar,Qatar,0,2022-08-01,2022-08-31,31,2022,,2695131,229,0,174.974294532628,54.0257054673721,229,0.0,2.00456695675914,0.308763670753351,monthly,8,51.7096774193548,0.0,39.5103245718837,12.1993528474711,51.7096774193548,0.0,0.452644151526257,
22714,Qatar,Qatar,0,2022-08-01,2022-08-31,31,2022,,2695131,229,0,174.974294532628,54.0257054673721,229,0.0,2.00456695675914,0.30876367075335,monthly,8,51.7096774193548,0.0,39.5103245718837,12.1993528474711,51.7096774193548,0.0,0.452644151526257,
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,
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,
18055,Qatar,Qatar,0,2022-06-01,2022-06-30,30,2022,,2695131,178,2,179.807381805769,-1.80738180576896,176,0.0742078956458888,-0.0670610002173904,-0.0100517664381617,monthly,6,41.5333333333333,0.466666666666667,41.9550557546794,-0.42172242134609,41.0666666666667,0.0173151756507074,-0.0156475667173911,
22712,Qatar,Qatar,0,2022-06-01,2022-06-30,30,2022,,2695131,178,2,179.807381805769,-1.80738180576896,176,0.0742078956458888,-0.0670610002173905,-0.010051766438162,monthly,6,41.5333333333333,0.466666666666667,41.9550557546794,-0.42172242134609,41.0666666666667,0.0173151756507074,-0.0156475667173911,
18054,Qatar,Qatar,0,2022-05-01,2022-05-31,31,2022,,2695131,204,0,194.974294532628,9.02570546737206,204,0.0,0.334889304726637,0.0462917713794402,monthly,5,46.0645161290323,0.0,44.0264536041418,2.03806252489047,46.0645161290323,0.0,0.0756201655834342,
22711,Qatar,Qatar,0,2022-05-01,2022-05-31,31,2022,,2695131,204,0,194.974294532628,9.02570546737206,204,0.0,0.334889304726637,0.04629177137944,monthly,5,46.0645161290323,0.0,44.0264536041418,2.03806252489047,46.0645161290323,0.0,0.0756201655834342,
18053,Qatar,Qatar,0,2022-04-01,2022-04-30,30,2022,,2695131,218,0,182.407381805769,35.592618194231,218,0.0,1.32062664836073,0.195127071294355,monthly,4,50.8666666666667,0.0,42.5617224213461,8.30494424532057,50.8666666666667,0.0,0.308146217950837,
22710,Qatar,Qatar,0,2022-04-01,2022-04-30,30,2022,,2695131,218,0,182.407381805769,35.592618194231,218,0.0,1.32062664836073,0.195127071294355,monthly,4,50.8666666666667,0.0,42.5617224213461,8.30494424532057,50.8666666666667,0.0,0.308146217950837,
18052,Qatar,Qatar,0,2022-03-01,2022-03-31,31,2022,,2695131,224,7,185.374294532628,38.6257054673721,217,0.259727634760611,1.43316616028579,0.208366028120331,monthly,3,50.5806451612903,1.58064516129032,41.8587116686579,8.7219334926324,49.0,0.0586481755911057,0.323618165225824,
22709,Qatar,Qatar,0,2022-03-01,2022-03-31,31,2022,,2695131,224,7,185.374294532628,38.6257054673721,217,0.259727634760611,1.43316616028579,0.208366028120331,monthly,3,50.5806451612903,1.58064516129032,41.8587116686579,8.7219334926324,49.0,0.0586481755911057,0.323618165225824,
18051,Qatar,Qatar,0,2022-02-01,2022-02-28,28,2022,,2695131,228,25,181.925051291559,46.0749487084414,203,0.92759869557361,1.70956249282285,0.253263354229321,monthly,2,57.0,6.25,45.4812628228896,11.5187371771104,50.75,0.231899673893403,0.427390623205713,
22708,Qatar,Qatar,0,2022-02-01,2022-02-28,28,2022,,2695131,228,25,181.925051291559,46.0749487084414,203,0.92759869557361,1.70956249282285,0.253263354229318,monthly,2,57.0,6.25,45.4812628228896,11.5187371771104,50.75,0.231899673893403,0.427390623205713,
18050,Qatar,Qatar,0,2022-01-01,2022-01-31,31,2022,,2695131,292,27,190.163531746032,101.836468253968,265,1.0018065912195,3.77853500456816,0.535520492909087,monthly,1,65.9354838709677,6.09677419354839,42.9401523297492,22.9953315412186,59.8387096774194,0.226214391565693,0.853217581676681,
22707,Qatar,Qatar,0,2022-01-01,2022-01-31,31,2022,,2695131,292,27,190.163531746032,101.836468253968,265,1.0018065912195,3.77853500456816,0.535520492909088,monthly,1,65.9354838709677,6.09677419354839,42.9401523297492,22.9953315412186,59.8387096774194,0.226214391565693,0.853217581676681,
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,
22706,Qatar,Qatar,0,2021-12-01,2021-12-31,31,2021,,2695131,221,7,204.019435626102,16.9805643738977,214,0.259727634760611,0.630045974533249,0.0832301310989683,monthly,12,49.9032258064516,1.58064516129032,46.0689048187973,3.83432098765432,48.3225806451613,0.0586481755911057,0.142268445862346,
18048,Qatar,Qatar,0,2021-11-01,2021-11-30,30,2021,,2695131,203,1,195.605905444615,7.39409455538487,202,0.0371039478229444,0.274350098580918,0.0378009781380475,monthly,11,47.3666666666667,0.233333333333333,45.6413779370769,1.7252887295898,47.1333333333333,0.0086575878253537,0.0640150230022141,
22705,Qatar,Qatar,0,2021-11-01,2021-11-30,30,2021,,2695131,203,1,195.605905444615,7.39409455538487,202,0.0371039478229444,0.274350098580918,0.0378009781380482,monthly,11,47.3666666666667,0.233333333333333,45.6413779370769,1.7252887295898,47.1333333333333,0.0086575878253537,0.0640150230022141,
18047,Qatar,Qatar,0,2021-10-01,2021-10-31,31,2021,,2695131,215,4,187.619435626102,27.3805643738977,211,0.148415791291778,1.01592703189187,0.14593671643093,monthly,10,48.5483870967742,0.903225806451613,42.3656790123457,6.18270808442851,47.6451612903226,0.0335132431949175,0.229402878169132,
22704,Qatar,Qatar,0,2021-10-01,2021-10-31,31,2021,,2695131,215,4,187.619435626102,27.3805643738977,211,0.148415791291778,1.01592703189187,0.145936716430932,monthly,10,48.5483870967742,0.903225806451613,42.3656790123457,6.18270808442851,47.6451612903226,0.0335132431949175,0.229402878169132,
18046,Qatar,Qatar,0,2021-09-01,2021-09-30,30,2021,,2695131,168,4,180.005905444615,-12.0059054446151,164,0.148415791291778,-0.445466489184203,-0.066697286486021,monthly,9,39.2,0.933333333333333,42.0013779370769,-2.80137793707686,38.2666666666667,0.0346303513014148,-0.103942180809647,
22703,Qatar,Qatar,0,2021-09-01,2021-09-30,30,2021,,2695131,168,4,180.005905444615,-12.0059054446151,164,0.148415791291778,-0.445466489184203,-0.0666972864860205,monthly,9,39.2,0.933333333333333,42.0013779370769,-2.80137793707686,38.2666666666667,0.0346303513014148,-0.103942180809647,
18045,Qatar,Qatar,0,2021-08-01,2021-08-31,31,2021,,2695131,221,1,176.419435626102,44.5805643738977,220,0.0371039478229444,1.65411493444652,0.252696445919827,monthly,8,49.9032258064516,0.225806451612903,39.8366467542812,10.0665790521705,49.6774193548387,0.00837831079872938,0.373509823907278,
22702,Qatar,Qatar,0,2021-08-01,2021-08-31,31,2021,,2695131,221,1,176.419435626102,44.5805643738977,220,0.0371039478229444,1.65411493444651,0.252696445919829,monthly,8,49.9032258064516,0.225806451612903,39.8366467542812,10.0665790521705,49.6774193548387,0.00837831079872938,0.373509823907278,
18044,Qatar,Qatar,0,2021-07-01,2021-07-31,31,2021,,2695131,209,11,173.619435626102,35.3805643738977,198,0.408143426052389,1.31275861447543,0.203782279595076,monthly,7,47.1935483870968,2.48387096774194,39.204388689765,7.98915969733174,44.7096774193548,0.0921614187860232,0.296429364558967,
22701,Qatar,Qatar,0,2021-07-01,2021-07-31,31,2021,,2695131,209,11,173.619435626102,35.3805643738977,198,0.408143426052389,1.31275861447543,0.203782279595078,monthly,7,47.1935483870968,2.48387096774194,39.204388689765,7.98915969733174,44.7096774193548,0.0921614187860232,0.296429364558967,
18043,Qatar,Qatar,0,2021-06-01,2021-06-30,30,2021,,2695131,229,34,181.205905444615,47.7940945553849,195,1.26153422598011,1.77334959062787,0.263755722740465,monthly,6,53.4333333333333,7.93333333333333,42.2813779370769,11.1519553962565,45.5,0.294357986062026,0.413781571146504,
22700,Qatar,Qatar,0,2021-06-01,2021-06-30,30,2021,,2695131,229,34,181.205905444615,47.7940945553849,195,1.26153422598011,1.77334959062787,0.263755722740466,monthly,6,53.4333333333333,7.93333333333333,42.2813779370769,11.1519553962565,45.5,0.294357986062026,0.413781571146504,
18042,Qatar,Qatar,0,2021-05-01,2021-05-31,31,2021,,2695131,273,98,196.419435626102,76.5805643738977,175,3.63618688664855,2.84144126478074,0.389882824628791,monthly,5,61.6451612903226,22.1290322580645,44.3527757865392,17.2923855037834,39.5161290322581,0.82107445827548,0.641615769466618,
22699,Qatar,Qatar,0,2021-05-01,2021-05-31,31,2021,,2695131,273,98,196.419435626102,76.5805643738977,175,3.63618688664855,2.84144126478074,0.389882824628793,monthly,5,61.6451612903226,22.1290322580645,44.3527757865392,17.2923855037834,39.5161290322581,0.82107445827548,0.641615769466618,
18041,Qatar,Qatar,0,2021-04-01,2021-04-30,30,2021,,2695131,395,167,183.805905444615,211.194094555385,228,6.19635928643172,7.83613466489699,1.14900603462397,monthly,4,92.1666666666667,38.9666666666667,42.8880446037435,49.2786220629231,53.2,1.44581716683407,1.8284314218093,
22698,Qatar,Qatar,0,2021-04-01,2021-04-30,30,2021,,2695131,395,167,183.805905444615,211.194094555385,228,6.19635928643172,7.83613466489699,1.14900603462397,monthly,4,92.1666666666667,38.9666666666667,42.8880446037435,49.2786220629231,53.2,1.44581716683407,1.8284314218093,
18040,Qatar,Qatar,0,2021-03-01,2021-03-31,31,2021,,2695131,250,33,186.819435626102,63.1805643738977,217,1.22443027815717,2.34424836395328,0.338190532276023,monthly,3,56.4516129032258,7.45161290322581,42.1850338510554,14.2665790521704,49.0,0.27648425635807,0.529346404763644,
22697,Qatar,Qatar,0,2021-03-01,2021-03-31,31,2021,,2695131,250,33,186.819435626102,63.1805643738977,217,1.22443027815717,2.34424836395328,0.338190532276025,monthly,3,56.4516129032258,7.45161290322581,42.1850338510554,14.2665790521704,49.0,0.27648425635807,0.529346404763644,
18039,Qatar,Qatar,0,2021-02-01,2021-02-28,28,2021,,2695131,178,10,183.230340021148,-5.23034002114829,168,0.371039478229444,-0.194066263240944,-0.0285451635386619,monthly,2,44.5,2.5,45.8075850052871,-1.30758500528707,42.0,0.092759869557361,-0.0485165658102361,
22696,Qatar,Qatar,0,2021-02-01,2021-02-28,28,2021,,2695131,178,10,183.230340021148,-5.23034002114829,168,0.371039478229444,-0.194066263240944,-0.0285451635386603,monthly,2,44.5,2.5,45.8075850052871,-1.30758500528707,42.0,0.092759869557361,-0.0485165658102361,
18038,Qatar,Qatar,0,2021-01-01,2021-01-31,31,2021,,2695131,212,3,191.608672839506,20.3913271604936,209,0.111311843468833,0.756598739003543,0.106421733725871,monthly,1,47.8709677419355,0.67741935483871,43.2664745121466,4.60449322978887,47.1935483870968,0.0251349323961882,0.170844876549187,
22695,Qatar,Qatar,0,2021-01-01,2021-01-31,31,2021,,2695131,212,3,191.608672839506,20.3913271604936,209,0.111311843468833,0.756598739003544,0.106421733725874,monthly,1,47.8709677419355,0.67741935483871,43.2664745121466,4.60449322978887,47.1935483870968,0.0251349323961882,0.170844876549187,
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,
22694,Qatar,Qatar,0,2020-12-01,2020-12-31,31,2020,,2695131,221,8,205.464576719577,15.5354232804233,213,0.296831582583555,0.576425534804182,0.0756112003755574,monthly,12,49.9032258064516,1.80645161290323,46.3952270011947,3.50799880525688,48.0967741935484,0.0670264863898351,0.130160604633203,
18036,Qatar,Qatar,0,2020-11-01,2020-11-30,30,2020,,2695131,168,5,197.004429083461,-29.0044290834613,163,0.185519739114722,-1.07617882334704,-0.147227294423789,monthly,11,39.2,1.16666666666667,45.9677001194743,-6.7677001194743,38.0333333333333,0.0432879391267685,-0.251108392114309,
22693,Qatar,Qatar,0,2020-11-01,2020-11-30,30,2020,,2695131,168,5,197.004429083461,-29.0044290834613,163,0.185519739114722,-1.07617882334704,-0.147227294423788,monthly,11,39.2,1.16666666666667,45.9677001194743,-6.7677001194743,38.0333333333333,0.0432879391267685,-0.251108392114309,
18035,Qatar,Qatar,0,2020-10-01,2020-10-31,31,2020,,2695131,226,18,189.064576719577,36.9354232804234,208,0.667871060812999,1.37045001821519,0.195358770644839,monthly,10,51.0322580645161,4.06451612903226,42.6920011947431,8.34025686977301,46.9677419354839,0.150809594377129,0.309456455726012,
22692,Qatar,Qatar,0,2020-10-01,2020-10-31,31,2020,,2695131,226,18,189.064576719577,36.9354232804234,208,0.667871060812999,1.3704500182152,0.195358770644837,monthly,10,51.0322580645161,4.06451612903226,42.6920011947431,8.34025686977301,46.9677419354839,0.150809594377129,0.309456455726012,
18034,Qatar,Qatar,0,2020-09-01,2020-09-30,30,2020,,2695131,216,17,181.404429083461,34.5955709165387,199,0.630767112990055,1.28363225819223,0.190709626503231,monthly,9,50.4,3.96666666666667,42.3277001194743,8.07229988052571,46.4333333333333,0.147178993031013,0.299514193578186,
22691,Qatar,Qatar,0,2020-09-01,2020-09-30,30,2020,,2695131,216,17,181.404429083461,34.5955709165387,199,0.630767112990055,1.28363225819223,0.190709626503233,monthly,9,50.4,3.96666666666667,42.3277001194743,8.07229988052571,46.4333333333333,0.147178993031013,0.299514193578186,
18033,Qatar,Qatar,0,2020-08-01,2020-08-31,31,2020,,2695131,209,23,177.864576719577,31.1354232804234,186,0.853390799927721,1.15524712084212,0.175051288202889,monthly,8,47.1935483870968,5.19354838709677,40.1629689366786,7.03057945041819,42.0,0.192701148370776,0.260862253093382,
22690,Qatar,Qatar,0,2020-08-01,2020-08-31,31,2020,,2695131,209,23,177.864576719577,31.1354232804234,186,0.853390799927721,1.15524712084212,0.175051288202886,monthly,8,47.1935483870968,5.19354838709677,40.1629689366786,7.03057945041819,42.0,0.192701148370776,0.260862253093382,
18032,Qatar,Qatar,0,2020-07-01,2020-07-31,31,2020,,2695131,269,61,175.064576719577,93.9354232804234,208,2.26334081719961,3.48537504412303,0.536575845557218,monthly,7,60.741935483871,13.7741935483871,39.5307108721625,21.2112246117085,46.9677419354839,0.511076958722492,0.787020171253586,
22689,Qatar,Qatar,0,2020-07-01,2020-07-31,31,2020,,2695131,269,61,175.064576719577,93.9354232804234,208,2.26334081719961,3.48537504412303,0.536575845557215,monthly,7,60.741935483871,13.7741935483871,39.5307108721625,21.2112246117085,46.9677419354839,0.511076958722492,0.787020171253586,
18031,Qatar,Qatar,0,2020-06-01,2020-06-30,30,2020,,2695131,303,75,182.604429083461,120.395570916539,228,2.78279608672083,4.46715098140086,0.659324483643881,monthly,6,70.7,17.5,42.6077001194743,28.0922998805257,53.2,0.649319086901527,1.04233522899353,
22688,Qatar,Qatar,0,2020-06-01,2020-06-30,30,2020,,2695131,303,75,182.604429083461,120.395570916539,228,2.78279608672083,4.46715098140087,0.659324483643883,monthly,6,70.7,17.5,42.6077001194743,28.0922998805257,53.2,0.649319086901527,1.04233522899353,
18030,Qatar,Qatar,0,2020-05-01,2020-05-31,31,2020,,2695131,238,28,197.864576719577,40.1354232804234,210,1.03891053904244,1.48918265124862,0.202842893588301,monthly,5,53.741935483871,6.32258064516129,44.6790979689367,9.06283751493431,47.4193548387097,0.234592702364423,0.336267050281946,
22687,Qatar,Qatar,0,2020-05-01,2020-05-31,31,2020,,2695131,238,28,197.864576719577,40.1354232804234,210,1.03891053904244,1.48918265124862,0.202842893588299,monthly,5,53.741935483871,6.32258064516129,44.6790979689367,9.06283751493431,47.4193548387097,0.234592702364423,0.336267050281946,
18029,Qatar,Qatar,0,2020-04-01,2020-04-30,30,2020,,2695131,166,8,185.204429083461,-19.2044290834613,158,0.296831582583555,-0.712560134682184,-0.103693141565243,monthly,4,38.7333333333333,1.86666666666667,43.214366786141,-4.48103345280763,36.8666666666667,0.0692607026028296,-0.166264031425843,
22686,Qatar,Qatar,0,2020-04-01,2020-04-30,30,2020,,2695131,166,8,185.204429083461,-19.2044290834613,158,0.296831582583555,-0.712560134682184,-0.103693141565241,monthly,4,38.7333333333333,1.86666666666667,43.214366786141,-4.48103345280763,36.8666666666667,0.0692607026028296,-0.166264031425843,
18028,Qatar,Qatar,0,2020-03-01,2020-03-31,31,2020,,2695131,221,2,188.264576719577,32.7354232804234,219,0.0742078956458888,1.21461343735883,0.173879886757366,monthly,3,49.9032258064516,0.451612903225806,42.5113560334528,7.39186977299882,49.4516129032258,0.0167566215974588,0.274267550371348,
22685,Qatar,Qatar,0,2020-03-01,2020-03-31,31,2020,,2695131,221,2,188.264576719577,32.7354232804234,219,0.0742078956458888,1.21461343735883,0.173879886757363,monthly,3,49.9032258064516,0.451612903225806,42.5113560334528,7.39186977299882,49.4516129032258,0.0167566215974588,0.274267550371348,
18027,Qatar,Qatar,0,2020-02-01,2020-02-29,29,2020,,2695131,198,0,191.126186920407,6.87381307959276,198,0.0,0.255045601849883,0.0359647894950956,monthly,2,47.7931034482759,0.0,46.1339071876845,1.65919626059136,47.7931034482759,0.0,0.0615627314810062,
22684,Qatar,Qatar,0,2020-02-01,2020-02-29,29,2020,,2695131,198,0,191.126186920407,6.87381307959276,198,0.0,0.255045601849883,0.035964789495097,monthly,2,47.7931034482759,0.0,46.1339071876845,1.65919626059136,47.7931034482759,0.0,0.0615627314810062,
18026,Qatar,Qatar,0,2020-01-01,2020-01-31,31,2020,,2695131,192,0,193.053813932981,-1.0538139329808,192,0.0,-0.0391006571844115,-0.00545865378938659,monthly,1,43.3548387096774,0.0,43.5927966945441,-0.237957984866633,43.3548387096774,0.0,-0.00882918065454454,
22683,Qatar,Qatar,0,2020-01-01,2020-01-31,31,2020,,2695131,192,0,193.053813932981,-1.0538139329808,192,0.0,-0.0391006571844114,-0.00545865378938759,monthly,1,43.3548387096774,0.0,43.5927966945441,-0.237957984866633,43.3548387096774,0.0,-0.00882918065454454,