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‎csse_covid_19_data/README.md

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* December 19, 2021 | Ohio, US | To match Ohio’s new reporting standards, the Ohio death time series is being overwritten with date of death data, and the entire time series will be updated with each time Ohio updates their death data. This is expected to occur approximately once per week. | [Data Source](https://coronavirus.ohio.gov/static/dashboards/COVIDDeathData_CountyOfResidence.csv)
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* December 23, 2021 | California, US | Adjust California's data based on historic probable case data provided by CDPH | [Data Source](https://covid19.ca.gov/data-and-tools/)
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* December 23, 2021 | Ohio, US | To match Ohio’s new reporting standards, the Ohio death time series is being overwritten with date of death data, and the entire time series will be updated with each time Ohio updates their death data. This is expected to occur approximately once per week. | [Data Source](https://coronavirus.ohio.gov/static/dashboards/COVIDDeathData_CountyOfResidence.csv)
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* January 3, 2021 | Ohio, US | To match Ohio’s new reporting standards, the Ohio death time series is being overwritten with date of death data, and the entire time series will be updated with each time Ohio updates their death data. This is expected to occur approximately once per week. | [Data Source](https://coronavirus.ohio.gov/static/dashboards/COVIDDeathData_CountyOfResidence.csv)
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* January 3, 2021 | California, US | Adjust California's data based on historic probable case data provided by CDPH | [Data Source](https://covid19.ca.gov/data-and-tools/)
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## Retrospective reporting of (probable) cases and deaths
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This section reports instances where large numbers of historical cases or deaths have been reported on a single day. These reports cause anomalous spikes in our time series curves. When available, we liaise with the appropriate health department and distribute the cases or deaths back over the time series. If these are successful, they will be reported in the below section titled "Large Scale Back Distributions". A large proportion of these spikes are due to the release of probable cases or deaths.

‎csse_covid_19_data/csse_covid_19_daily_reports/01-01-2021.csv

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@@ -841,24 +841,24 @@ FIPS,Admin2,Province_State,Country_Region,Last_Update,Lat,Long_,Confirmed,Deaths
841841
6001,Alameda,California,US,2021-01-02 05:22:33,37.64629437,-121.8929271,54668,579,0,54090,"Alameda, California, US",3270.9897333200106,1.059101135927125
842842
6003,Alpine,California,US,2021-01-02 05:22:33,38.59678594,-119.8223594,67,0,0,67,"Alpine, California, US",5934.455270150575,0.0
843843
6005,Amador,California,US,2021-01-02 05:22:33,38.44583082,-120.65696,2534,24,0,2510,"Amador, California, US",6374.522036627088,0.9471191791633781
844-
6007,Butte,California,US,2021-01-02 05:22:33,39.66727762,-121.6005252,8617,105,0,8514,"Butte, California, US",3932.276696504339,1.2182387747998609
844+
6007,Butte,California,US,2021-01-02 05:22:33,39.66727762,-121.6005252,8616,105,0,8514,"Butte, California, US",3932.276696504339,1.2182387747998609
845845
6009,Calaveras,California,US,2021-01-02 05:22:33,38.20537103,-120.552913,1189,21,0,1168,"Calaveras, California, US",2590.131793922231,1.7661900756938604
846846
6011,Colusa,California,US,2021-01-02 05:22:33,39.17881957,-122.2331726,1417,7,0,1410,"Colusa, California, US",6576.321529679306,0.4940014114326041
847847
6013,Contra Costa,California,US,2021-01-02 05:22:33,37.91923498,-121.9289527,42102,351,0,41752,"Contra Costa, California, US",3649.939403186404,0.8336698097522742
848848
6015,Del Norte,California,US,2021-01-02 05:22:33,41.74228275,-123.8974063,760,2,0,756,"Del Norte, California, US",2725.4422551416656,0.2638522427440633
849849
6017,El Dorado,California,US,2021-01-02 05:22:33,38.77965956,-120.5233166,6202,27,0,6175,"El Dorado, California, US",3216.087698283059,0.43534343760077393
850-
6019,Fresno,California,US,2021-01-02 05:22:33,36.75733899,-119.6466953,72805,717,0,72091,"Fresno, California, US",7287.351328844631,0.9847818920997693
850+
6019,Fresno,California,US,2021-01-02 05:22:33,36.75733899,-119.6466953,72796,717,0,72091,"Fresno, California, US",7287.351328844631,0.9847818920997693
851851
6021,Glenn,California,US,2021-01-02 05:22:33,39.59875897,-122.3938452,1827,9,0,1818,"Glenn, California, US",6434.684605360476,0.49261083743842365
852852
6023,Humboldt,California,US,2021-01-02 05:22:33,40.69923009,-123.876044,1789,21,0,1768,"Humboldt, California, US",1319.730299945411,1.1738401341531581
853-
6025,Imperial,California,US,2021-01-02 05:22:33,33.0393082,-115.3669042,24381,418,0,23967,"Imperial, California, US",13456.391579063544,1.714168546237441
853+
6025,Imperial,California,US,2021-01-02 05:22:33,33.0393082,-115.3669042,24380,418,0,23967,"Imperial, California, US",13456.391579063544,1.714168546237441
854854
6027,Inyo,California,US,2021-01-02 05:22:33,36.51112084,-117.41119779999998,607,20,0,587,"Inyo, California, US",3364.9315372249016,3.2948929159802307
855855
6029,Kern,California,US,2021-01-02 05:22:33,35.34329425,-118.7277796,69484,512,0,68972,"Kern, California, US",7718.7120224127475,0.736860284382016
856856
6031,Kings,California,US,2021-01-02 05:22:33,36.07409056,-119.8159973,16978,108,0,16871,"Kings, California, US",11101.739244148032,0.6360798633606219
857857
6033,Lake,California,US,2021-01-02 05:22:33,39.10124298,-122.7536244,1888,24,0,1864,"Lake, California, US",2932.3144783027365,1.271186440677966
858858
6035,Lassen,California,US,2021-01-02 05:22:33,40.67311306,-120.59350990000002,4691,10,0,4681,"Lassen, California, US",15343.603833447813,0.2131741632914091
859859
6037,Los Angeles,California,US,2021-01-02 05:22:33,34.30828379,-118.2282411,790582,10552,0,780030,"Los Angeles, California, US",7875.023146979109,1.3347129077059685
860860
6039,Madera,California,US,2021-01-02 05:22:33,37.21513971,-119.76655890000002,11261,66,0,11194,"Madera, California, US",7157.067763320981,0.5861456483126111
861-
6041,Marin,California,US,2021-01-02 05:22:33,38.07122463,-122.7210631,9916,148,0,9768,"Marin, California, US",3831.145248158995,1.492537313432836
861+
6041,Marin,California,US,2021-01-02 05:22:33,38.07122463,-122.7210631,9915,148,0,9768,"Marin, California, US",3831.145248158995,1.492537313432836
862862
6043,Mariposa,California,US,2021-01-02 05:22:33,37.57978556,-119.9073334,255,4,0,251,"Mariposa, California, US",1482.2995989071674,1.5686274509803921
863863
6045,Mendocino,California,US,2021-01-02 05:22:33,39.4381191,-123.3911313,2429,24,0,2405,"Mendocino, California, US",2800.03227702913,0.9880609304240429
864864
6047,Merced,California,US,2021-01-02 05:22:33,37.18922369,-120.7209035,19513,229,0,19283,"Merced, California, US",7026.793431287813,1.1736367363673637
@@ -870,32 +870,32 @@ FIPS,Admin2,Province_State,Country_Region,Last_Update,Lat,Long_,Confirmed,Deaths
870870
6059,Orange,California,US,2021-01-02 05:22:33,33.70147516,-117.76459979999998,183865,1875,0,181990,"Orange, California, US",5789.761727522694,1.0197699399015583
871871
6061,Placer,California,US,2021-01-02 05:22:33,39.06167234,-120.7240569,14655,133,0,14522,"Placer, California, US",3679.119521802329,0.9075400887069259
872872
6063,Plumas,California,US,2021-01-02 05:22:33,40.00355989,-120.8395236,422,1,0,421,"Plumas, California, US",2243.8453767214337,0.23696682464454977
873-
6065,Riverside,California,US,2021-01-02 05:22:33,33.74314981,-115.9933578,198435,1990,0,196451,"Riverside, California, US",8032.273027905572,1.002816958189084
874-
6067,Sacramento,California,US,2021-01-02 05:22:33,38.45106826,-121.3425374,67654,848,0,66810,"Sacramento, California, US",4359.244306591635,1.2533624996304946
873+
6065,Riverside,California,US,2021-01-02 05:22:33,33.74314981,-115.9933578,198414,1990,0,196451,"Riverside, California, US",8032.273027905572,1.002816958189084
874+
6067,Sacramento,California,US,2021-01-02 05:22:33,38.45106826,-121.3425374,67653,848,0,66810,"Sacramento, California, US",4359.244306591635,1.2533624996304946
875875
6069,San Benito,California,US,2021-01-02 05:22:33,36.60308176,-121.069975,3808,28,0,3780,"San Benito, California, US",6062.921920774424,0.7352941176470589
876-
6071,San Bernardino,California,US,2021-01-02 05:22:33,34.84060306,-116.1774685,209922,1590,0,208342,"San Bernardino, California, US",9629.532793446127,0.7573881066250023
876+
6071,San Bernardino,California,US,2021-01-02 05:22:33,34.84060306,-116.1774685,209899,1590,0,208342,"San Bernardino, California, US",9629.532793446127,0.7573881066250023
877877
6073,San Diego,California,US,2021-01-02 05:22:33,33.03484597,-116.7365326,168145,1592,0,166553,"San Diego, California, US",5036.799837044271,0.946801867435844
878878
6075,San Francisco,California,US,2021-01-02 05:22:33,37.75215114,-122.4385672,24405,187,0,24219,"San Francisco, California, US",2768.5358386204284,0.7662050315496189
879-
6077,San Joaquin,California,US,2021-01-02 05:22:33,37.93433732,-121.2730061,48502,657,0,47849,"San Joaquin, California, US",6364.380671470633,1.35447161175937
880-
6079,San Luis Obispo,California,US,2021-01-02 05:22:33,35.38822029,-120.4039028,11446,94,0,11352,"San Luis Obispo, California, US",4042.9372225028346,0.8212475974139437
881-
6081,San Mateo,California,US,2021-01-02 05:22:33,37.4228808,-122.32755459999998,25177,194,0,24983,"San Mateo, California, US",3284.3577845815075,0.7705445446240616
879+
6077,San Joaquin,California,US,2021-01-02 05:22:33,37.93433732,-121.2730061,48501,657,0,47849,"San Joaquin, California, US",6364.380671470633,1.35447161175937
880+
6079,San Luis Obispo,California,US,2021-01-02 05:22:33,35.38822029,-120.4039028,11445,94,0,11352,"San Luis Obispo, California, US",4042.9372225028346,0.8212475974139437
881+
6081,San Mateo,California,US,2021-01-02 05:22:33,37.4228808,-122.32755459999998,25176,194,0,24983,"San Mateo, California, US",3284.3577845815075,0.7705445446240616
882882
6083,Santa Barbara,California,US,2021-01-02 05:22:33,34.65329488,-120.0188492,18345,164,0,18182,"Santa Barbara, California, US",4108.855786911057,0.8939278316799303
883-
6085,Santa Clara,California,US,2021-01-02 05:22:33,37.23104908,-121.6970462,72224,680,0,71544,"Santa Clara, California, US",3746.3456738380332,0.9415152857775808
884-
6087,Santa Cruz,California,US,2021-01-02 05:22:33,37.05580291,-122.0066524,9564,84,0,9481,"Santa Cruz, California, US",3500.931507651539,0.8782017773131208
883+
6085,Santa Clara,California,US,2021-01-02 05:22:33,37.23104908,-121.6970462,72222,680,0,71544,"Santa Clara, California, US",3746.3456738380332,0.9415152857775808
884+
6087,Santa Cruz,California,US,2021-01-02 05:22:33,37.05580291,-122.0066524,9563,84,0,9481,"Santa Cruz, California, US",3500.931507651539,0.8782017773131208
885885
6089,Shasta,California,US,2021-01-02 05:22:33,40.76391419,-122.0396884,8888,72,0,8817,"Shasta, California, US",4936.1394935584185,0.809989875126561
886886
6091,Sierra,California,US,2021-01-02 05:22:33,39.57713498,-120.52007009999998,34,0,0,34,"Sierra, California, US",1131.4475873544093,0.0
887887
6093,Siskiyou,California,US,2021-01-02 05:22:33,41.59198861,-122.5407434,1078,3,0,1077,"Siskiyou, California, US",2480.534693033832,0.2777777777777778
888888
6095,Solano,California,US,2021-01-02 05:22:33,38.26827353,-121.9357113,19593,97,0,19496,"Solano, California, US",4376.925362398161,0.4950747716021028
889889
6097,Sonoma,California,US,2021-01-02 05:22:33,38.52746429,-122.8862506,19629,189,0,19440,"Sonoma, California, US",3970.7810072501293,0.9628610729023384
890-
6099,Stanislaus,California,US,2021-01-02 05:22:33,37.55862499,-120.9970722,38592,553,0,38039,"Stanislaus, California, US",7008.3172919769,1.4329394693200663
890+
6099,Stanislaus,California,US,2021-01-02 05:22:33,37.55862499,-120.9970722,38590,553,0,38039,"Stanislaus, California, US",7008.3172919769,1.4329394693200663
891891
6101,Sutter,California,US,2021-01-02 05:22:33,39.03417539,-121.6945899,6603,52,0,6551,"Sutter, California, US",6809.252250672882,0.7875208238679389
892-
6103,Tehama,California,US,2021-01-02 05:22:33,40.12570935,-122.2370171,3416,9,0,3407,"Tehama, California, US",5248.601806895704,0.26346604215456676
892+
6103,Tehama,California,US,2021-01-02 05:22:33,40.12570935,-122.2370171,3415,9,0,3407,"Tehama, California, US",5248.601806895704,0.26346604215456676
893893
6105,Trinity,California,US,2021-01-02 05:22:33,40.64917670000001,-123.114713,287,2,0,285,"Trinity, California, US",2336.1823361823363,0.6968641114982579
894-
6107,Tulare,California,US,2021-01-02 05:22:33,36.22026558,-118.8020203,38329,454,0,37878,"Tulare, California, US",8222.310406589517,1.18438902222686
894+
6107,Tulare,California,US,2021-01-02 05:22:33,36.22026558,-118.8020203,38325,454,0,37878,"Tulare, California, US",8222.310406589517,1.18438902222686
895895
6109,Tuolumne,California,US,2021-01-02 05:22:33,38.02644018,-119.9525093,2923,13,0,2910,"Tuolumne, California, US",5365.468629538529,0.4447485460143688
896896
90006,Unassigned,California,US,2021-01-02 05:22:33,,,0,0,0,0,"Unassigned, California, US",,
897-
6111,Ventura,California,US,2021-01-02 05:22:33,34.44465746,-119.0910613,43874,253,0,43621,"Ventura, California, US",5186.015229206412,0.576651319688198
898-
6113,Yolo,California,US,2021-01-02 05:22:33,38.68278902,-121.9018288,8539,120,0,8419,"Yolo, California, US",3872.562358276644,1.4053167818245695
897+
6111,Ventura,California,US,2021-01-02 05:22:33,34.44465746,-119.0910613,43869,253,0,43621,"Ventura, California, US",5186.015229206412,0.576651319688198
898+
6113,Yolo,California,US,2021-01-02 05:22:33,38.68278902,-121.9018288,8538,120,0,8419,"Yolo, California, US",3872.562358276644,1.4053167818245695
899899
6115,Yuba,California,US,2021-01-02 05:22:33,39.26255932,-121.3535644,3886,19,0,3867,"Yuba, California, US",4939.746783952814,0.4889346371590324
900900
8001,Adams,Colorado,US,2021-01-02 05:22:33,39.87432092,-104.3362578,40304,521,0,39783,"Adams, Colorado, US",7789.4016671144,1.2926756649464073
901901
8003,Alamosa,Colorado,US,2021-01-02 05:22:33,37.57250606,-105.7885451,948,24,0,924,"Alamosa, Colorado, US",5839.955645906487,2.5316455696202533

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