Updating data.
authornyt-covid-19-bot <covid-data@nytimes.com>
Sun, 25 Jul 2021 05:41:44 +0000 (01:41 -0400)
committernyt-covid-19-bot <covid-data@nytimes.com>
Sun, 25 Jul 2021 05:41:44 +0000 (01:41 -0400)
rolling-averages/anomalies.csv
rolling-averages/us-counties-recent.csv
rolling-averages/us-counties.csv

index 60e4922..343ad1c 100644 (file)
@@ -627,6 +627,9 @@ date,end_date,county,state,geoid,type,omit_from_rolling_average,omit_from_rollin
 2021-07-15,2021-07-19,Carroll,Illinois,USA-17015,cases,yes,,Illinois added prison cases from previous months in Carroll County.
 2021-07-19,,,South Carolina,USA-45,deaths,,,South Carolina removed several deaths and announced that deaths will be updated weekly.
 2021-07-19,,,Ohio,USA-39,cases,,,Ohio added cases from recent weeks after resolving a technical issue.
+2021-07-19,,Mahoning,Ohio,USA-39099,cases,yes,,"Ohio added cases from recent weeks after resolving a technical issue, including many cases in Mahoning County."
+2021-07-19,,Columbiana,Ohio,USA-39029,cases,yes,,"Ohio added cases from recent weeks after resolving a technical issue, including many cases in Columbiana County."
+2021-07-19,,Trumbull,Ohio,USA-39155,cases,yes,,"Ohio added cases from recent weeks after resolving a technical issue, including many cases in Trumbull County."
 2021-07-22,,Spokane,Washington,USA-53063,cases,yes,,Washington added a backlog of cases in Spokane County.
 2021-07-23,,,Utah,USA-49,both,,,"Utah did not release data because of Pioneer Day, a state holiday."
 2021-07-24,,Anderson,Texas,USA-48001,cases,yes,,Texas removed about 30 prison cases in Anderson County.
\ No newline at end of file
index ffd5dfe..11a61d8 100644 (file)
@@ -79033,7 +79033,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-19,USA-39161,Van Wert,Ohio,0,1.57,5.56,0,0,0
 2021-07-19,USA-39159,Union,Ohio,1,1.86,3.15,0,0,0
 2021-07-19,USA-39157,Tuscarawas,Ohio,0,1.43,1.55,0,0,0
-2021-07-19,USA-39155,Trumbull,Ohio,62,12.86,6.49,0,0.14,0.07
+2021-07-19,USA-39155,Trumbull,Ohio,62,4.67,2.36,0,0.14,0.07
 2021-07-19,USA-39153,Summit,Ohio,20,16.57,3.06,0,0.29,0.05
 2021-07-19,USA-39151,Stark,Ohio,15,13.57,3.66,0,0.14,0.04
 2021-07-19,USA-39149,Shelby,Ohio,0,0.71,1.47,0,0,0
@@ -79061,7 +79061,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-19,USA-39105,Meigs,Ohio,0,0.57,2.49,0,0,0
 2021-07-19,USA-39103,Medina,Ohio,5,6.29,3.5,0,0.14,0.08
 2021-07-19,USA-39101,Marion,Ohio,5,2.57,3.95,0,0,0
-2021-07-19,USA-39099,Mahoning,Ohio,122,21.71,9.5,0,0.14,0.06
+2021-07-19,USA-39099,Mahoning,Ohio,122,5,2.19,0,0.14,0.06
 2021-07-19,USA-39097,Madison,Ohio,1,0.86,1.92,0,0,0
 2021-07-19,USA-39095,Lucas,Ohio,17,12.71,2.97,0,0.14,0.03
 2021-07-19,USA-39093,Lorain,Ohio,14,9.57,3.09,0,0.14,0.05
@@ -79096,7 +79096,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-19,USA-39035,Cuyahoga,Ohio,51,48.29,3.91,0,1.71,0.14
 2021-07-19,USA-39033,Crawford,Ohio,3,2.29,5.51,0,0,0
 2021-07-19,USA-39031,Coshocton,Ohio,1,0.14,0.39,0,0.14,0.39
-2021-07-19,USA-39029,Columbiana,Ohio,66,12.71,12.48,0,0.14,0.14
+2021-07-19,USA-39029,Columbiana,Ohio,66,3.83,3.76,0,0.14,0.14
 2021-07-19,USA-39027,Clinton,Ohio,3,3.71,8.85,0,0,0
 2021-07-19,USA-39025,Clermont,Ohio,7,7.43,3.6,0,0.14,0.07
 2021-07-19,USA-39023,Clark,Ohio,4,3,2.24,0,0.14,0.11
@@ -82280,7 +82280,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-20,USA-39161,Van Wert,Ohio,3,1.71,6.06,0,0,0
 2021-07-20,USA-39159,Union,Ohio,3,1.57,2.66,0,0,0
 2021-07-20,USA-39157,Tuscarawas,Ohio,1,1.29,1.4,0,0,0
-2021-07-20,USA-39155,Trumbull,Ohio,9,13.29,6.71,2,0.29,0.14
+2021-07-20,USA-39155,Trumbull,Ohio,9,5.17,2.61,2,0.29,0.14
 2021-07-20,USA-39153,Summit,Ohio,14,16.14,2.98,0,0.29,0.05
 2021-07-20,USA-39151,Stark,Ohio,30,16.43,4.43,0,0.14,0.04
 2021-07-20,USA-39149,Shelby,Ohio,2,0.86,1.76,0,0,0
@@ -82308,7 +82308,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-20,USA-39105,Meigs,Ohio,3,0.86,3.74,0,0,0
 2021-07-20,USA-39103,Medina,Ohio,17,8.43,4.69,0,0.14,0.08
 2021-07-20,USA-39101,Marion,Ohio,4,3,4.61,0,0,0
-2021-07-20,USA-39099,Mahoning,Ohio,15,23.71,10.37,0,0,0
+2021-07-20,USA-39099,Mahoning,Ohio,15,7.33,3.21,0,0,0
 2021-07-20,USA-39097,Madison,Ohio,2,1.14,2.55,0,0,0
 2021-07-20,USA-39095,Lucas,Ohio,18,13.71,3.2,1,0.14,0.03
 2021-07-20,USA-39093,Lorain,Ohio,19,12.29,3.97,1,0.14,0.05
@@ -82343,7 +82343,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-20,USA-39035,Cuyahoga,Ohio,103,57.86,4.68,2,0.57,0.05
 2021-07-20,USA-39033,Crawford,Ohio,1,2.43,5.85,0,0,0
 2021-07-20,USA-39031,Coshocton,Ohio,3,0.57,1.56,0,0.14,0.39
-2021-07-20,USA-39029,Columbiana,Ohio,7,13.29,13.04,0,0,0
+2021-07-20,USA-39029,Columbiana,Ohio,7,4.5,4.42,0,0,0
 2021-07-20,USA-39027,Clinton,Ohio,6,4.57,10.89,0,0,0
 2021-07-20,USA-39025,Clermont,Ohio,23,10,4.84,0,0,0
 2021-07-20,USA-39023,Clark,Ohio,1,2.86,2.13,0,0,0
@@ -85526,7 +85526,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-21,USA-39161,Van Wert,Ohio,1,1.71,6.06,0,0,0
 2021-07-21,USA-39159,Union,Ohio,1,1.29,2.18,0,0,0
 2021-07-21,USA-39157,Tuscarawas,Ohio,2,1.43,1.55,0,0,0
-2021-07-21,USA-39155,Trumbull,Ohio,5,13.43,6.78,0,0.29,0.14
+2021-07-21,USA-39155,Trumbull,Ohio,5,5.33,2.69,0,0.29,0.14
 2021-07-21,USA-39153,Summit,Ohio,19,15.86,2.93,0,0.29,0.05
 2021-07-21,USA-39151,Stark,Ohio,21,17.57,4.74,0,0.14,0.04
 2021-07-21,USA-39149,Shelby,Ohio,1,0.86,1.76,0,0,0
@@ -85554,7 +85554,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-21,USA-39105,Meigs,Ohio,2,1.14,4.99,0,0,0
 2021-07-21,USA-39103,Medina,Ohio,9,8.29,4.61,0,0.14,0.08
 2021-07-21,USA-39101,Marion,Ohio,1,3.14,4.83,0,0,0
-2021-07-21,USA-39099,Mahoning,Ohio,8,24.43,10.68,0,0,0
+2021-07-21,USA-39099,Mahoning,Ohio,8,8.17,3.57,0,0,0
 2021-07-21,USA-39097,Madison,Ohio,0,1,2.24,0,0,0
 2021-07-21,USA-39095,Lucas,Ohio,29,16.86,3.94,0,0.14,0.03
 2021-07-21,USA-39093,Lorain,Ohio,18,13.57,4.38,0,0.14,0.05
@@ -85589,7 +85589,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-21,USA-39035,Cuyahoga,Ohio,79,63.71,5.16,0,0.57,0.05
 2021-07-21,USA-39033,Crawford,Ohio,7,3.43,8.26,0,0,0
 2021-07-21,USA-39031,Coshocton,Ohio,1,0.71,1.95,0,0.14,0.39
-2021-07-21,USA-39029,Columbiana,Ohio,6,13.29,13.04,0,0,0
+2021-07-21,USA-39029,Columbiana,Ohio,6,4.5,4.42,0,0,0
 2021-07-21,USA-39027,Clinton,Ohio,3,4.14,9.87,0,0,0
 2021-07-21,USA-39025,Clermont,Ohio,21,11.71,5.67,0,0,0
 2021-07-21,USA-39023,Clark,Ohio,7,3.57,2.66,0,0,0
@@ -88772,7 +88772,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-22,USA-39161,Van Wert,Ohio,1,1.57,5.56,0,0,0
 2021-07-22,USA-39159,Union,Ohio,8,2.14,3.63,0,0,0
 2021-07-22,USA-39157,Tuscarawas,Ohio,6,2.14,2.33,0,0,0
-2021-07-22,USA-39155,Trumbull,Ohio,11,14.43,7.29,0,0.29,0.14
+2021-07-22,USA-39155,Trumbull,Ohio,11,6.5,3.28,0,0.29,0.14
 2021-07-22,USA-39153,Summit,Ohio,21,16.14,2.98,0,0.29,0.05
 2021-07-22,USA-39151,Stark,Ohio,40,21.14,5.7,0,0.14,0.04
 2021-07-22,USA-39149,Shelby,Ohio,2,1,2.06,0,0,0
@@ -88800,7 +88800,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-22,USA-39105,Meigs,Ohio,1,1.14,4.99,0,0,0
 2021-07-22,USA-39103,Medina,Ohio,14,9.57,5.32,0,0.14,0.08
 2021-07-22,USA-39101,Marion,Ohio,4,3.29,5.05,0,0,0
-2021-07-22,USA-39099,Mahoning,Ohio,9,25.43,11.12,0,0,0
+2021-07-22,USA-39099,Mahoning,Ohio,9,9.33,4.08,0,0,0
 2021-07-22,USA-39097,Madison,Ohio,1,1,2.24,0,0,0
 2021-07-22,USA-39095,Lucas,Ohio,18,17,3.97,0,0.14,0.03
 2021-07-22,USA-39093,Lorain,Ohio,41,17.43,5.63,0,0.14,0.05
@@ -88835,7 +88835,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-22,USA-39035,Cuyahoga,Ohio,70,62.14,5.03,0,0.57,0.05
 2021-07-22,USA-39033,Crawford,Ohio,3,3,7.23,0,0,0
 2021-07-22,USA-39031,Coshocton,Ohio,4,1.29,3.51,0,0.14,0.39
-2021-07-22,USA-39029,Columbiana,Ohio,9,14.29,14.02,0,0,0
+2021-07-22,USA-39029,Columbiana,Ohio,9,5.67,5.56,0,0,0
 2021-07-22,USA-39027,Clinton,Ohio,5,4.29,10.21,0,0,0
 2021-07-22,USA-39025,Clermont,Ohio,9,11.86,5.74,0,0,0
 2021-07-22,USA-39023,Clark,Ohio,5,3.57,2.66,0,0,0
@@ -92017,7 +92017,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-23,USA-39161,Van Wert,Ohio,3,1.57,5.56,0,0,0
 2021-07-23,USA-39159,Union,Ohio,5,2.86,4.84,0,0,0
 2021-07-23,USA-39157,Tuscarawas,Ohio,6,2.29,2.48,0,0,0
-2021-07-23,USA-39155,Trumbull,Ohio,6,14.86,7.5,2,0.57,0.29
+2021-07-23,USA-39155,Trumbull,Ohio,6,7,3.54,2,0.57,0.29
 2021-07-23,USA-39153,Summit,Ohio,18,16,2.96,1,0.14,0.03
 2021-07-23,USA-39151,Stark,Ohio,25,22.57,6.09,0,0,0
 2021-07-23,USA-39149,Shelby,Ohio,4,1.43,2.94,0,0,0
@@ -92045,7 +92045,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-23,USA-39105,Meigs,Ohio,4,1.57,6.86,0,0,0
 2021-07-23,USA-39103,Medina,Ohio,16,10.43,5.8,0,0,0
 2021-07-23,USA-39101,Marion,Ohio,1,3.14,4.83,0,0,0
-2021-07-23,USA-39099,Mahoning,Ohio,10,25.57,11.18,0,0,0
+2021-07-23,USA-39099,Mahoning,Ohio,10,9.5,4.15,0,0,0
 2021-07-23,USA-39097,Madison,Ohio,2,1,2.24,0,0,0
 2021-07-23,USA-39095,Lucas,Ohio,36,20.43,4.77,1,0.29,0.07
 2021-07-23,USA-39093,Lorain,Ohio,19,18.71,6.04,0,0.14,0.05
@@ -92080,7 +92080,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-23,USA-39035,Cuyahoga,Ohio,68,64.29,5.21,2,0.57,0.05
 2021-07-23,USA-39033,Crawford,Ohio,6,3.57,8.61,0,0,0
 2021-07-23,USA-39031,Coshocton,Ohio,1,1.43,3.9,0,0,0
-2021-07-23,USA-39029,Columbiana,Ohio,8,14.86,14.58,0,0,0
+2021-07-23,USA-39029,Columbiana,Ohio,8,6.33,6.22,0,0,0
 2021-07-23,USA-39027,Clinton,Ohio,2,3.14,7.49,0,0,0
 2021-07-23,USA-39025,Clermont,Ohio,9,12,5.81,1,0.14,0.07
 2021-07-23,USA-39023,Clark,Ohio,12,4.71,3.52,1,0.14,0.11
@@ -95262,7 +95262,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-24,USA-39161,Van Wert,Ohio,3,1.71,6.06,0,0,0
 2021-07-24,USA-39159,Union,Ohio,3,3,5.09,0,0,0
 2021-07-24,USA-39157,Tuscarawas,Ohio,1,2.43,2.64,0,0,0
-2021-07-24,USA-39155,Trumbull,Ohio,11,15.43,7.79,0,0.57,0.29
+2021-07-24,USA-39155,Trumbull,Ohio,11,7.67,3.87,0,0.57,0.29
 2021-07-24,USA-39153,Summit,Ohio,30,18.86,3.49,0,0.14,0.03
 2021-07-24,USA-39151,Stark,Ohio,18,22.86,6.17,0,0,0
 2021-07-24,USA-39149,Shelby,Ohio,1,1.43,2.94,0,0,0
@@ -95290,7 +95290,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-24,USA-39105,Meigs,Ohio,3,2,8.73,0,0,0
 2021-07-24,USA-39103,Medina,Ohio,10,11.43,6.36,0,0,0
 2021-07-24,USA-39101,Marion,Ohio,2,3,4.61,0,0,0
-2021-07-24,USA-39099,Mahoning,Ohio,7,26.14,11.43,0,0,0
+2021-07-24,USA-39099,Mahoning,Ohio,7,10.17,4.45,0,0,0
 2021-07-24,USA-39097,Madison,Ohio,1,1.14,2.55,0,0,0
 2021-07-24,USA-39095,Lucas,Ohio,21,21,4.9,0,0.29,0.07
 2021-07-24,USA-39093,Lorain,Ohio,19,19.71,6.36,0,0.14,0.05
@@ -95325,7 +95325,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-24,USA-39035,Cuyahoga,Ohio,76,68.43,5.54,0,0.57,0.05
 2021-07-24,USA-39033,Crawford,Ohio,5,3.86,9.3,0,0,0
 2021-07-24,USA-39031,Coshocton,Ohio,1,1.57,4.29,0,0,0
-2021-07-24,USA-39029,Columbiana,Ohio,8,15,14.72,0,0,0
+2021-07-24,USA-39029,Columbiana,Ohio,8,6.5,6.38,0,0,0
 2021-07-24,USA-39027,Clinton,Ohio,2,3.29,7.83,0,0,0
 2021-07-24,USA-39025,Clermont,Ohio,12,12.43,6.02,0,0.14,0.07
 2021-07-24,USA-39023,Clark,Ohio,4,4.86,3.62,0,0.14,0.11
index a4f3dca..f74cb4b 100644 (file)
@@ -1535574,7 +1535574,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-19,USA-39161,Van Wert,Ohio,0,1.57,5.56,0,0,0
 2021-07-19,USA-39159,Union,Ohio,1,1.86,3.15,0,0,0
 2021-07-19,USA-39157,Tuscarawas,Ohio,0,1.43,1.55,0,0,0
-2021-07-19,USA-39155,Trumbull,Ohio,62,12.86,6.49,0,0.14,0.07
+2021-07-19,USA-39155,Trumbull,Ohio,62,4.67,2.36,0,0.14,0.07
 2021-07-19,USA-39153,Summit,Ohio,20,16.57,3.06,0,0.29,0.05
 2021-07-19,USA-39151,Stark,Ohio,15,13.57,3.66,0,0.14,0.04
 2021-07-19,USA-39149,Shelby,Ohio,0,0.71,1.47,0,0,0
@@ -1535602,7 +1535602,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-19,USA-39105,Meigs,Ohio,0,0.57,2.49,0,0,0
 2021-07-19,USA-39103,Medina,Ohio,5,6.29,3.5,0,0.14,0.08
 2021-07-19,USA-39101,Marion,Ohio,5,2.57,3.95,0,0,0
-2021-07-19,USA-39099,Mahoning,Ohio,122,21.71,9.5,0,0.14,0.06
+2021-07-19,USA-39099,Mahoning,Ohio,122,5,2.19,0,0.14,0.06
 2021-07-19,USA-39097,Madison,Ohio,1,0.86,1.92,0,0,0
 2021-07-19,USA-39095,Lucas,Ohio,17,12.71,2.97,0,0.14,0.03
 2021-07-19,USA-39093,Lorain,Ohio,14,9.57,3.09,0,0.14,0.05
@@ -1535637,7 +1535637,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-19,USA-39035,Cuyahoga,Ohio,51,48.29,3.91,0,1.71,0.14
 2021-07-19,USA-39033,Crawford,Ohio,3,2.29,5.51,0,0,0
 2021-07-19,USA-39031,Coshocton,Ohio,1,0.14,0.39,0,0.14,0.39
-2021-07-19,USA-39029,Columbiana,Ohio,66,12.71,12.48,0,0.14,0.14
+2021-07-19,USA-39029,Columbiana,Ohio,66,3.83,3.76,0,0.14,0.14
 2021-07-19,USA-39027,Clinton,Ohio,3,3.71,8.85,0,0,0
 2021-07-19,USA-39025,Clermont,Ohio,7,7.43,3.6,0,0.14,0.07
 2021-07-19,USA-39023,Clark,Ohio,4,3,2.24,0,0.14,0.11
@@ -1538821,7 +1538821,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-20,USA-39161,Van Wert,Ohio,3,1.71,6.06,0,0,0
 2021-07-20,USA-39159,Union,Ohio,3,1.57,2.66,0,0,0
 2021-07-20,USA-39157,Tuscarawas,Ohio,1,1.29,1.4,0,0,0
-2021-07-20,USA-39155,Trumbull,Ohio,9,13.29,6.71,2,0.29,0.14
+2021-07-20,USA-39155,Trumbull,Ohio,9,5.17,2.61,2,0.29,0.14
 2021-07-20,USA-39153,Summit,Ohio,14,16.14,2.98,0,0.29,0.05
 2021-07-20,USA-39151,Stark,Ohio,30,16.43,4.43,0,0.14,0.04
 2021-07-20,USA-39149,Shelby,Ohio,2,0.86,1.76,0,0,0
@@ -1538849,7 +1538849,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-20,USA-39105,Meigs,Ohio,3,0.86,3.74,0,0,0
 2021-07-20,USA-39103,Medina,Ohio,17,8.43,4.69,0,0.14,0.08
 2021-07-20,USA-39101,Marion,Ohio,4,3,4.61,0,0,0
-2021-07-20,USA-39099,Mahoning,Ohio,15,23.71,10.37,0,0,0
+2021-07-20,USA-39099,Mahoning,Ohio,15,7.33,3.21,0,0,0
 2021-07-20,USA-39097,Madison,Ohio,2,1.14,2.55,0,0,0
 2021-07-20,USA-39095,Lucas,Ohio,18,13.71,3.2,1,0.14,0.03
 2021-07-20,USA-39093,Lorain,Ohio,19,12.29,3.97,1,0.14,0.05
@@ -1538884,7 +1538884,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-20,USA-39035,Cuyahoga,Ohio,103,57.86,4.68,2,0.57,0.05
 2021-07-20,USA-39033,Crawford,Ohio,1,2.43,5.85,0,0,0
 2021-07-20,USA-39031,Coshocton,Ohio,3,0.57,1.56,0,0.14,0.39
-2021-07-20,USA-39029,Columbiana,Ohio,7,13.29,13.04,0,0,0
+2021-07-20,USA-39029,Columbiana,Ohio,7,4.5,4.42,0,0,0
 2021-07-20,USA-39027,Clinton,Ohio,6,4.57,10.89,0,0,0
 2021-07-20,USA-39025,Clermont,Ohio,23,10,4.84,0,0,0
 2021-07-20,USA-39023,Clark,Ohio,1,2.86,2.13,0,0,0
@@ -1542067,7 +1542067,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-21,USA-39161,Van Wert,Ohio,1,1.71,6.06,0,0,0
 2021-07-21,USA-39159,Union,Ohio,1,1.29,2.18,0,0,0
 2021-07-21,USA-39157,Tuscarawas,Ohio,2,1.43,1.55,0,0,0
-2021-07-21,USA-39155,Trumbull,Ohio,5,13.43,6.78,0,0.29,0.14
+2021-07-21,USA-39155,Trumbull,Ohio,5,5.33,2.69,0,0.29,0.14
 2021-07-21,USA-39153,Summit,Ohio,19,15.86,2.93,0,0.29,0.05
 2021-07-21,USA-39151,Stark,Ohio,21,17.57,4.74,0,0.14,0.04
 2021-07-21,USA-39149,Shelby,Ohio,1,0.86,1.76,0,0,0
@@ -1542095,7 +1542095,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-21,USA-39105,Meigs,Ohio,2,1.14,4.99,0,0,0
 2021-07-21,USA-39103,Medina,Ohio,9,8.29,4.61,0,0.14,0.08
 2021-07-21,USA-39101,Marion,Ohio,1,3.14,4.83,0,0,0
-2021-07-21,USA-39099,Mahoning,Ohio,8,24.43,10.68,0,0,0
+2021-07-21,USA-39099,Mahoning,Ohio,8,8.17,3.57,0,0,0
 2021-07-21,USA-39097,Madison,Ohio,0,1,2.24,0,0,0
 2021-07-21,USA-39095,Lucas,Ohio,29,16.86,3.94,0,0.14,0.03
 2021-07-21,USA-39093,Lorain,Ohio,18,13.57,4.38,0,0.14,0.05
@@ -1542130,7 +1542130,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-21,USA-39035,Cuyahoga,Ohio,79,63.71,5.16,0,0.57,0.05
 2021-07-21,USA-39033,Crawford,Ohio,7,3.43,8.26,0,0,0
 2021-07-21,USA-39031,Coshocton,Ohio,1,0.71,1.95,0,0.14,0.39
-2021-07-21,USA-39029,Columbiana,Ohio,6,13.29,13.04,0,0,0
+2021-07-21,USA-39029,Columbiana,Ohio,6,4.5,4.42,0,0,0
 2021-07-21,USA-39027,Clinton,Ohio,3,4.14,9.87,0,0,0
 2021-07-21,USA-39025,Clermont,Ohio,21,11.71,5.67,0,0,0
 2021-07-21,USA-39023,Clark,Ohio,7,3.57,2.66,0,0,0
@@ -1545313,7 +1545313,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-22,USA-39161,Van Wert,Ohio,1,1.57,5.56,0,0,0
 2021-07-22,USA-39159,Union,Ohio,8,2.14,3.63,0,0,0
 2021-07-22,USA-39157,Tuscarawas,Ohio,6,2.14,2.33,0,0,0
-2021-07-22,USA-39155,Trumbull,Ohio,11,14.43,7.29,0,0.29,0.14
+2021-07-22,USA-39155,Trumbull,Ohio,11,6.5,3.28,0,0.29,0.14
 2021-07-22,USA-39153,Summit,Ohio,21,16.14,2.98,0,0.29,0.05
 2021-07-22,USA-39151,Stark,Ohio,40,21.14,5.7,0,0.14,0.04
 2021-07-22,USA-39149,Shelby,Ohio,2,1,2.06,0,0,0
@@ -1545341,7 +1545341,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-22,USA-39105,Meigs,Ohio,1,1.14,4.99,0,0,0
 2021-07-22,USA-39103,Medina,Ohio,14,9.57,5.32,0,0.14,0.08
 2021-07-22,USA-39101,Marion,Ohio,4,3.29,5.05,0,0,0
-2021-07-22,USA-39099,Mahoning,Ohio,9,25.43,11.12,0,0,0
+2021-07-22,USA-39099,Mahoning,Ohio,9,9.33,4.08,0,0,0
 2021-07-22,USA-39097,Madison,Ohio,1,1,2.24,0,0,0
 2021-07-22,USA-39095,Lucas,Ohio,18,17,3.97,0,0.14,0.03
 2021-07-22,USA-39093,Lorain,Ohio,41,17.43,5.63,0,0.14,0.05
@@ -1545376,7 +1545376,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-22,USA-39035,Cuyahoga,Ohio,70,62.14,5.03,0,0.57,0.05
 2021-07-22,USA-39033,Crawford,Ohio,3,3,7.23,0,0,0
 2021-07-22,USA-39031,Coshocton,Ohio,4,1.29,3.51,0,0.14,0.39
-2021-07-22,USA-39029,Columbiana,Ohio,9,14.29,14.02,0,0,0
+2021-07-22,USA-39029,Columbiana,Ohio,9,5.67,5.56,0,0,0
 2021-07-22,USA-39027,Clinton,Ohio,5,4.29,10.21,0,0,0
 2021-07-22,USA-39025,Clermont,Ohio,9,11.86,5.74,0,0,0
 2021-07-22,USA-39023,Clark,Ohio,5,3.57,2.66,0,0,0
@@ -1548558,7 +1548558,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-23,USA-39161,Van Wert,Ohio,3,1.57,5.56,0,0,0
 2021-07-23,USA-39159,Union,Ohio,5,2.86,4.84,0,0,0
 2021-07-23,USA-39157,Tuscarawas,Ohio,6,2.29,2.48,0,0,0
-2021-07-23,USA-39155,Trumbull,Ohio,6,14.86,7.5,2,0.57,0.29
+2021-07-23,USA-39155,Trumbull,Ohio,6,7,3.54,2,0.57,0.29
 2021-07-23,USA-39153,Summit,Ohio,18,16,2.96,1,0.14,0.03
 2021-07-23,USA-39151,Stark,Ohio,25,22.57,6.09,0,0,0
 2021-07-23,USA-39149,Shelby,Ohio,4,1.43,2.94,0,0,0
@@ -1548586,7 +1548586,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-23,USA-39105,Meigs,Ohio,4,1.57,6.86,0,0,0
 2021-07-23,USA-39103,Medina,Ohio,16,10.43,5.8,0,0,0
 2021-07-23,USA-39101,Marion,Ohio,1,3.14,4.83,0,0,0
-2021-07-23,USA-39099,Mahoning,Ohio,10,25.57,11.18,0,0,0
+2021-07-23,USA-39099,Mahoning,Ohio,10,9.5,4.15,0,0,0
 2021-07-23,USA-39097,Madison,Ohio,2,1,2.24,0,0,0
 2021-07-23,USA-39095,Lucas,Ohio,36,20.43,4.77,1,0.29,0.07
 2021-07-23,USA-39093,Lorain,Ohio,19,18.71,6.04,0,0.14,0.05
@@ -1548621,7 +1548621,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-23,USA-39035,Cuyahoga,Ohio,68,64.29,5.21,2,0.57,0.05
 2021-07-23,USA-39033,Crawford,Ohio,6,3.57,8.61,0,0,0
 2021-07-23,USA-39031,Coshocton,Ohio,1,1.43,3.9,0,0,0
-2021-07-23,USA-39029,Columbiana,Ohio,8,14.86,14.58,0,0,0
+2021-07-23,USA-39029,Columbiana,Ohio,8,6.33,6.22,0,0,0
 2021-07-23,USA-39027,Clinton,Ohio,2,3.14,7.49,0,0,0
 2021-07-23,USA-39025,Clermont,Ohio,9,12,5.81,1,0.14,0.07
 2021-07-23,USA-39023,Clark,Ohio,12,4.71,3.52,1,0.14,0.11
@@ -1551803,7 +1551803,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-24,USA-39161,Van Wert,Ohio,3,1.71,6.06,0,0,0
 2021-07-24,USA-39159,Union,Ohio,3,3,5.09,0,0,0
 2021-07-24,USA-39157,Tuscarawas,Ohio,1,2.43,2.64,0,0,0
-2021-07-24,USA-39155,Trumbull,Ohio,11,15.43,7.79,0,0.57,0.29
+2021-07-24,USA-39155,Trumbull,Ohio,11,7.67,3.87,0,0.57,0.29
 2021-07-24,USA-39153,Summit,Ohio,30,18.86,3.49,0,0.14,0.03
 2021-07-24,USA-39151,Stark,Ohio,18,22.86,6.17,0,0,0
 2021-07-24,USA-39149,Shelby,Ohio,1,1.43,2.94,0,0,0
@@ -1551831,7 +1551831,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-24,USA-39105,Meigs,Ohio,3,2,8.73,0,0,0
 2021-07-24,USA-39103,Medina,Ohio,10,11.43,6.36,0,0,0
 2021-07-24,USA-39101,Marion,Ohio,2,3,4.61,0,0,0
-2021-07-24,USA-39099,Mahoning,Ohio,7,26.14,11.43,0,0,0
+2021-07-24,USA-39099,Mahoning,Ohio,7,10.17,4.45,0,0,0
 2021-07-24,USA-39097,Madison,Ohio,1,1.14,2.55,0,0,0
 2021-07-24,USA-39095,Lucas,Ohio,21,21,4.9,0,0.29,0.07
 2021-07-24,USA-39093,Lorain,Ohio,19,19.71,6.36,0,0.14,0.05
@@ -1551866,7 +1551866,7 @@ date,geoid,county,state,cases,cases_avg,cases_avg_per_100k,deaths,deaths_avg,dea
 2021-07-24,USA-39035,Cuyahoga,Ohio,76,68.43,5.54,0,0.57,0.05
 2021-07-24,USA-39033,Crawford,Ohio,5,3.86,9.3,0,0,0
 2021-07-24,USA-39031,Coshocton,Ohio,1,1.57,4.29,0,0,0
-2021-07-24,USA-39029,Columbiana,Ohio,8,15,14.72,0,0,0
+2021-07-24,USA-39029,Columbiana,Ohio,8,6.5,6.38,0,0,0
 2021-07-24,USA-39027,Clinton,Ohio,2,3.29,7.83,0,0,0
 2021-07-24,USA-39025,Clermont,Ohio,12,12.43,6.02,0,0.14,0.07
 2021-07-24,USA-39023,Clark,Ohio,4,4.86,3.62,0,0.14,0.11