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‎README.md

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@@ -164,6 +164,8 @@ This list includes a complete list of all sources ever used in the data set, sin
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- Non-US data sources at the country/region (Admin0) or state/province (Admin1) level:
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- Albania:
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- National Agency for Information Society: https://coronavirus.al/statistika/
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- Argentina:
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- Ministry of Health: https://www.argentina.gob.ar/salud/coronavirus-COVID-19/sala-situacion
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- Australia:
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- Government Department of Health: https://www.health.gov.au/news/coronavirus-update-at-a-glance
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- COVID Live: https://www.covidlive.com.au/

‎csse_covid_19_data/README.md

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@@ -283,6 +283,10 @@ Date: Location | Change | Files affected | Reason/Other notes | Source
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* January 25, 2022 | 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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* January 28, 2022 | 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 28, 2022 | 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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* February 02, 2022 | 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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* February 02, 2022 | 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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* February 04, 2022 | 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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* February 04, 2022 | 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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@@ -838,65 +838,65 @@ FIPS,Admin2,Province_State,Country_Region,Last_Update,Lat,Long_,Confirmed,Deaths
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5145,White,Arkansas,US,2021-01-02 05:22:33,35.25688493,-91.74908296,4893,69,0,4824,"White, Arkansas, US",6213.096643937374,1.4101778050275904
839839
5147,Woodruff,Arkansas,US,2021-01-02 05:22:33,35.18902527,-91.2439489,367,2,0,365,"Woodruff, Arkansas, US",5806.962025316456,0.5449591280653951
840840
5149,Yell,Arkansas,US,2021-01-02 05:22:33,35.00292371,-93.41171338,2423,43,0,2380,"Yell, Arkansas, US",11353.732252471767,1.7746595130004128
841-
6001,Alameda,California,US,2021-01-02 05:22:33,37.64629437,-121.8929271,54643,579,0,54090,"Alameda, California, US",3270.9897333200106,1.059101135927125
841+
6001,Alameda,California,US,2021-01-02 05:22:33,37.64629437,-121.8929271,54635,579,0,54090,"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,-120.65696,2533,24,0,2510,"Amador, California, US",6374.522036627088,0.9471191791633781
844-
6007,Butte,California,US,2021-01-02 05:22:33,39.66727762,-121.6005252,8584,105,0,8514,"Butte, California, US",3932.276696504339,1.2182387747998609
844+
6007,Butte,California,US,2021-01-02 05:22:33,39.66727762,-121.6005252,8579,105,0,8514,"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,-122.2331726,1416,7,0,1410,"Colusa, California, US",6576.321529679306,0.4940014114326041
847-
6013,Contra Costa,California,US,2021-01-02 05:22:33,37.91923498,-121.9289527,42075,351,0,41752,"Contra Costa, California, US",3649.939403186404,0.8336698097522742
847+
6013,Contra Costa,California,US,2021-01-02 05:22:33,37.91923498,-121.9289527,42078,351,0,41752,"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
849-
6017,El Dorado,California,US,2021-01-02 05:22:33,38.77965956,-120.5233166,6182,27,0,6175,"El Dorado, California, US",3216.087698283059,0.43534343760077393
850-
6019,Fresno,California,US,2021-01-02 05:22:33,36.75733899,-119.6466953,72692,717,0,72091,"Fresno, California, US",7287.351328844631,0.9847818920997693
849+
6017,El Dorado,California,US,2021-01-02 05:22:33,38.77965956,-120.5233166,6180,27,0,6175,"El Dorado, California, US",3216.087698283059,0.43534343760077393
850+
6019,Fresno,California,US,2021-01-02 05:22:33,36.75733899,-119.6466953,72690,717,0,72091,"Fresno, California, US",7287.351328844631,0.9847818920997693
851851
6021,Glenn,California,US,2021-01-02 05:22:33,39.59875897,-122.3938452,1820,9,0,1818,"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,-115.3669042,24338,418,0,23967,"Imperial, California, US",13456.391579063544,1.714168546237441
854-
6027,Inyo,California,US,2021-01-02 05:22:33,36.51112084,-117.41119779999998,624,20,0,587,"Inyo, California, US",3364.9315372249016,3.2948929159802307
853+
6025,Imperial,California,US,2021-01-02 05:22:33,33.0393082,-115.3669042,24331,418,0,23967,"Imperial, California, US",13456.391579063544,1.714168546237441
854+
6027,Inyo,California,US,2021-01-02 05:22:33,36.51112084,-117.41119779999998,625,20,0,587,"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
856-
6031,Kings,California,US,2021-01-02 05:22:33,36.07409056,-119.8159973,16953,108,0,16871,"Kings, California, US",11101.739244148032,0.6360798633606219
857-
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
856+
6031,Kings,California,US,2021-01-02 05:22:33,36.07409056,-119.8159973,16947,108,0,16871,"Kings, California, US",11101.739244148032,0.6360798633606219
857+
6033,Lake,California,US,2021-01-02 05:22:33,39.10124298,-122.7536244,1889,24,0,1864,"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
860-
6039,Madera,California,US,2021-01-02 05:22:33,37.21513971,-119.76655890000002,11253,66,0,11194,"Madera, California, US",7157.067763320981,0.5861456483126111
860+
6039,Madera,California,US,2021-01-02 05:22:33,37.21513971,-119.76655890000002,11249,66,0,11194,"Madera, California, US",7157.067763320981,0.5861456483126111
861861
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
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
863-
6045,Mendocino,California,US,2021-01-02 05:22:33,39.4381191,-123.3911313,2426,24,0,2405,"Mendocino, California, US",2800.03227702913,0.9880609304240429
864-
6047,Merced,California,US,2021-01-02 05:22:33,37.18922369,-120.7209035,19512,229,0,19283,"Merced, California, US",7026.793431287813,1.1736367363673637
863+
6045,Mendocino,California,US,2021-01-02 05:22:33,39.4381191,-123.3911313,2427,24,0,2405,"Mendocino, California, US",2800.03227702913,0.9880609304240429
864+
6047,Merced,California,US,2021-01-02 05:22:33,37.18922369,-120.7209035,19514,229,0,19283,"Merced, California, US",7026.793431287813,1.1736367363673637
865865
6049,Modoc,California,US,2021-01-02 05:22:33,41.58965602,-120.7244817,318,0,0,318,"Modoc, California, US",3596.8781812012217,0.0
866-
6051,Mono,California,US,2021-01-02 05:22:33,37.93899289,-118.8872409,895,3,0,890,"Mono, California, US",6182.497923013016,0.335946248600224
867-
6053,Monterey,California,US,2021-01-02 05:22:33,36.21862405,-121.2413397,29253,191,0,29068,"Monterey, California, US",6740.757635447552,0.6527905943470386
866+
6051,Mono,California,US,2021-01-02 05:22:33,37.93899289,-118.8872409,896,3,0,890,"Mono, California, US",6182.497923013016,0.335946248600224
867+
6053,Monterey,California,US,2021-01-02 05:22:33,36.21862405,-121.2413397,29255,191,0,29068,"Monterey, California, US",6740.757635447552,0.6527905943470386
868868
6055,Napa,California,US,2021-01-02 05:22:33,38.50735751,-122.332839,5925,28,0,5896,"Napa, California, US",4300.731792310373,0.4726536124240378
869-
6057,Nevada,California,US,2021-01-02 05:22:33,39.30394768,-120.7627281,2759,15,0,2745,"Nevada, California, US",2766.778607588592,0.5434782608695652
869+
6057,Nevada,California,US,2021-01-02 05:22:33,39.30394768,-120.7627281,2760,15,0,2745,"Nevada, California, US",2766.778607588592,0.5434782608695652
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
871-
6061,Placer,California,US,2021-01-02 05:22:33,39.06167234,-120.7240569,14645,133,0,14522,"Placer, California, US",3679.119521802329,0.9075400887069259
871+
6061,Placer,California,US,2021-01-02 05:22:33,39.06167234,-120.7240569,14641,133,0,14522,"Placer, California, US",3679.119521802329,0.9075400887069259
872872
6063,Plumas,California,US,2021-01-02 05:22:33,40.00355989,-120.8395236,421,1,0,421,"Plumas, California, US",2243.8453767214337,0.23696682464454977
873-
6065,Riverside,California,US,2021-01-02 05:22:33,33.74314981,-115.9933578,198089,1990,0,196451,"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,-115.9933578,198067,1990,0,196451,"Riverside, California, US",8032.273027905572,1.002816958189084
874+
6067,Sacramento,California,US,2021-01-02 05:22:33,38.45106826,-121.3425374,67657,848,0,66810,"Sacramento, California, US",4359.244306591635,1.2533624996304946
875875
6069,San Benito,California,US,2021-01-02 05:22:33,36.60308176,-121.069975,3806,28,0,3780,"San Benito, California, US",6062.921920774424,0.7352941176470589
876-
6071,San Bernardino,California,US,2021-01-02 05:22:33,34.84060306,-116.1774685,209664,1590,0,208342,"San Bernardino, California, US",9629.532793446127,0.7573881066250023
876+
6071,San Bernardino,California,US,2021-01-02 05:22:33,34.84060306,-116.1774685,209648,1590,0,208342,"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
878-
6075,San Francisco,California,US,2021-01-02 05:22:33,37.75215114,-122.4385672,24393,187,0,24219,"San Francisco, California, US",2768.5358386204284,0.7662050315496189
879-
6077,San Joaquin,California,US,2021-01-02 05:22:33,37.93433732,-121.2730061,48460,657,0,47849,"San Joaquin, California, US",6364.380671470633,1.35447161175937
880-
6079,San Luis Obispo,California,US,2021-01-02 05:22:33,35.38822029,-120.4039028,11442,94,0,11352,"San Luis Obispo, California, US",4042.9372225028346,0.8212475974139437
881-
6081,San Mateo,California,US,2021-01-02 05:22:33,37.4228808,-122.32755459999998,25173,194,0,24983,"San Mateo, California, US",3284.3577845815075,0.7705445446240616
882-
6083,Santa Barbara,California,US,2021-01-02 05:22:33,34.65329488,-120.0188492,18344,164,0,18182,"Santa Barbara, California, US",4108.855786911057,0.8939278316799303
883-
6085,Santa Clara,California,US,2021-01-02 05:22:33,37.23104908,-121.6970462,72218,680,0,71544,"Santa Clara, California, US",3746.3456738380332,0.9415152857775808
884-
6087,Santa Cruz,California,US,2021-01-02 05:22:33,37.05580291,-122.0066524,9551,84,0,9481,"Santa Cruz, California, US",3500.931507651539,0.8782017773131208
885-
6089,Shasta,California,US,2021-01-02 05:22:33,40.76391419,-122.0396884,8880,72,0,8817,"Shasta, California, US",4936.1394935584185,0.809989875126561
878+
6075,San Francisco,California,US,2021-01-02 05:22:33,37.75215114,-122.4385672,24397,187,0,24219,"San Francisco, California, US",2768.5358386204284,0.7662050315496189
879+
6077,San Joaquin,California,US,2021-01-02 05:22:33,37.93433732,-121.2730061,48451,657,0,47849,"San Joaquin, California, US",6364.380671470633,1.35447161175937
880+
6079,San Luis Obispo,California,US,2021-01-02 05:22:33,35.38822029,-120.4039028,11441,94,0,11352,"San Luis Obispo, California, US",4042.9372225028346,0.8212475974139437
881+
6081,San Mateo,California,US,2021-01-02 05:22:33,37.4228808,-122.32755459999998,25174,194,0,24983,"San Mateo, California, US",3284.3577845815075,0.7705445446240616
882+
6083,Santa Barbara,California,US,2021-01-02 05:22:33,34.65329488,-120.0188492,18343,164,0,18182,"Santa Barbara, California, US",4108.855786911057,0.8939278316799303
883+
6085,Santa Clara,California,US,2021-01-02 05:22:33,37.23104908,-121.6970462,72216,680,0,71544,"Santa Clara, California, US",3746.3456738380332,0.9415152857775808
884+
6087,Santa Cruz,California,US,2021-01-02 05:22:33,37.05580291,-122.0066524,9549,84,0,9481,"Santa Cruz, California, US",3500.931507651539,0.8782017773131208
885+
6089,Shasta,California,US,2021-01-02 05:22:33,40.76391419,-122.0396884,8879,72,0,8817,"Shasta, California, US",4936.1394935584185,0.809989875126561
886886
6091,Sierra,California,US,2021-01-02 05:22:33,39.57713498,-120.52007009999998,33,0,0,34,"Sierra, California, US",1131.4475873544093,0.0
887887
6093,Siskiyou,California,US,2021-01-02 05:22:33,41.59198861,-122.5407434,1073,3,0,1077,"Siskiyou, California, US",2480.534693033832,0.2777777777777778
888-
6095,Solano,California,US,2021-01-02 05:22:33,38.26827353,-121.9357113,19587,97,0,19496,"Solano, California, US",4376.925362398161,0.4950747716021028
888+
6095,Solano,California,US,2021-01-02 05:22:33,38.26827353,-121.9357113,19585,97,0,19496,"Solano, California, US",4376.925362398161,0.4950747716021028
889889
6097,Sonoma,California,US,2021-01-02 05:22:33,38.52746429,-122.8862506,19627,189,0,19440,"Sonoma, California, US",3970.7810072501293,0.9628610729023384
890-
6099,Stanislaus,California,US,2021-01-02 05:22:33,37.55862499,-120.9970722,38503,553,0,38039,"Stanislaus, California, US",7008.3172919769,1.4329394693200663
890+
6099,Stanislaus,California,US,2021-01-02 05:22:33,37.55862499,-120.9970722,38488,553,0,38039,"Stanislaus, California, US",7008.3172919769,1.4329394693200663
891891
6101,Sutter,California,US,2021-01-02 05:22:33,39.03417539,-121.6945899,6602,52,0,6551,"Sutter, California, US",6809.252250672882,0.7875208238679389
892-
6103,Tehama,California,US,2021-01-02 05:22:33,40.12570935,-122.2370171,3408,9,0,3407,"Tehama, California, US",5248.601806895704,0.26346604215456676
893-
6105,Trinity,California,US,2021-01-02 05:22:33,40.64917670000001,-123.114713,296,2,0,285,"Trinity, California, US",2336.1823361823363,0.6968641114982579
894-
6107,Tulare,California,US,2021-01-02 05:22:33,36.22026558,-118.8020203,38189,454,0,37878,"Tulare, California, US",8222.310406589517,1.18438902222686
892+
6103,Tehama,California,US,2021-01-02 05:22:33,40.12570935,-122.2370171,3405,9,0,3407,"Tehama, California, US",5248.601806895704,0.26346604215456676
893+
6105,Trinity,California,US,2021-01-02 05:22:33,40.64917670000001,-123.114713,298,2,0,285,"Trinity, California, US",2336.1823361823363,0.6968641114982579
894+
6107,Tulare,California,US,2021-01-02 05:22:33,36.22026558,-118.8020203,38173,454,0,37878,"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,-119.0910613,43819,253,0,43621,"Ventura, California, US",5186.015229206412,0.576651319688198
897+
6111,Ventura,California,US,2021-01-02 05:22:33,34.44465746,-119.0910613,43814,253,0,43621,"Ventura, California, US",5186.015229206412,0.576651319688198
898898
6113,Yolo,California,US,2021-01-02 05:22:33,38.68278902,-121.9018288,8535,120,0,8419,"Yolo, California, US",3872.562358276644,1.4053167818245695
899-
6115,Yuba,California,US,2021-01-02 05:22:33,39.26255932,-121.3535644,3885,19,0,3867,"Yuba, California, US",4939.746783952814,0.4889346371590324
899+
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
902902
8005,Arapahoe,Colorado,US,2021-01-02 05:22:33,39.64977461,-104.3353617,38334,562,0,37772,"Arapahoe, Colorado, US",5838.346608994959,1.4660614598006991

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