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2020-10-28
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‎_layouts/bare-with-title.html

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---
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layout: bare
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---
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<div class="container-fluid viz" style="border-bottom: dashed 1px hsla(199, 100%, 6%, 1);">
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<div class="container lead">
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<h2>{{page.title}}</h2>
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{{page.description}}
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{% if page.jhuUpdated %}<i id="jhu-updated"></i>{% endif %}
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</div>
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</div>
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<div class="container viz">
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{{content}}
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</div>

‎_updates/2020-09-30.md

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---
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title: Removed Filter on "Top 10" on Normalized Graphs
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date: 2020-09-30
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visualization: 1
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img: 2020-09-30.png
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img_url: /pages/covid-visualization/?chart=countries-normalized&highlight=Andorra&show=25&y=both&scale=linear&data=cases-daily-7&data-source=jhu&xaxis=left#countries-normalized
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---
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In the early days of the COVID era, [The Holy See (Vatican City)](https://91-divoc.com/pages/covid-visualization/?chart=countries-normalized&highlight=Holy%20See&show=25&y=both&scale=linear&data=cases-daily-7&data-source=jhu&xaxis=left#countries-normalized) confirmed 3 cases on March 24th, 2 more on March 28th, and another 5 cases in April. At that time, the Holy See dominated the normalized cases having an official population of just 799 residents.
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As part of today's update, I removed this filter completely -- the normalized data no longer filters small countries. This is notable as Johns Hopkins University tracks the microstate of Andorra [(Wikipedia)](https://en.wikipedia.org/wiki/Andorra) -- with a ~100 new cases and a population of 77,543, Andorra has been the location of one of fastest spread of COVID-19 on a population-normalized basis [(91-DIVOC Graph)](https://91-divoc.com/pages/covid-visualization/?chart=countries-normalized&highlight=Andorra&show=25&y=both&scale=linear&data=cases-daily-7&data-source=jhu&xaxis=left#countries-normalized).
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Additionally, a few tooltips were cleaned up. Look for a brand new visualization tomorrow! :)

‎_updates/2020-09-30.png

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‎_updates/2020-10-01.png

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‎_updates/2020-10-01_91-DIVOC-06.md

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---
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title: "New Visualization: COVID-19 at Big Ten Conference Schools"
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date: 2020-10-01
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newVisualization: 6
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img: 2020-10-01.png
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img_url: /pages/covid-19-at-big-ten-conference-schools/
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---
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The University of Illinois has been widely reported in national media for testing every single student twice a week -- how are they doing? How do they compare to their peer schools within the Big Ten Conference?
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The newest 91-DIVOC visualization explores [COVID-19 at Big Ten Conference Schools](/pages/covid-19-at-big-ten-conference-schools/), tracking the number of confirmed cases of COVID-19, total COVID-19 tests administered, and the test positivity.
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As with all of the visualization, the visualization is updated daily. :)

‎_updates/2020-10-15.md

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---
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title: Big Ten School Visualization Colors
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date: 2020-10-15
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visualization: 6
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img: 2020-10-15.png
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img_url: /pages/covid-19-at-big-ten-conference-schools/?chart=countries&highlight=Illinois&show=25&y=both&scale=linear&data=cases-daily-7&data-source=college-data&xaxis=right-8wk&extra=Ohio%20State%2CIndiana#countries
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---
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- The Big Ten visualization now uses each school's primary or secondary colors as the line color to provide additional context.
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‎_updates/2020-10-15.png

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‎_updates/2020-10-15b.md

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---
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title: Hospitalization Data and Mobile Layout
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date: 2020-10-15
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visualization: 1
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---
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Starting a bit over a month ago, Johns Hopkins University has stopped reporting any state-level hospitalization data (you can see [the empty column in their raw data](https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_daily_reports_us/10-14-2020.csv)). Fortunately, the COVID Tracking Project by The Atlantic continues to report this data and, when choosing state-level hospitalization data graphs, you are prompted to select the COVID Tracking Project data source to view the data. (It appears they're not tracking every state, but they're getting data from the majority of the states.)
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Additionally, the mobile layout labels were getting extremely cluttered -- the latest update cleans up the spacing on x-axis labels when viewing the visualization on a mobile layout. 🎉

‎_updates/2020-10-18.md

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---
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title: New Guide and Normalized Graph Improvements
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date: 2020-10-18
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visualization: 1
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img: 2020-10-18.png
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img_url: /pages/covid-visualization/?chart=states&highlight=California&show=us-states&y=both&scale=linear&data=cases-daily-7&data-source=jhu&xaxis=right#states
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---
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I've added a [small guide](/pages/covid-visualization/#guide) to the visualization, providing an overview of the key aspects of the visualization including the data sources, regions, normalized data, and more. Additionally:
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- Normalized populations are now displayed /100k instead of /1m people in all of the normalized visualizations
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- On the normalized visualizations, the default "Show" option is now "Top 25 by Data w/ Pop. >1m". The previous default, "Top 25 by Data" (without any filters) is still available as a selection. This was done as the default display was dominated by two small countries, The Holy See and Andorra, having 5-10x the normalized cases /day than the rest of the world.
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- The default state has been changed from New York to California.

‎_updates/2020-10-18.png

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‎_updates/2020-10-23.md

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---
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title: Illinois Visualization Major Re-launch
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date: 2020-10-23
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visualization: 5
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img: 2020-10-23.png
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img_url: /pages/interactive-visualization-of-covid-19-in-illinois/
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---
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Major re-launch of the ["91-DIVOC #05: Interactive Visualization of COVID-19 in Illinois"](/pages/interactive-visualization-of-covid-19-in-illinois/), updating to all of the latest Illinois policies:
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- The "Restore Illinois" regions have been removed and replaced with the Emergency Medical Services Regions.
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- Added the "Region 6 w/o UIUC" for the Region 6 data excluding UIUC testing.
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- All data processing scripts have been updated to match the latest data sources from Illinois.
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- Removed Chicago from Cook County for Population-Normalized Graphs

‎_updates/2020-10-23.png

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‎_updates/2020-10-28.md

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---
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title: Derivative and Experimental Charts
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date: 2020-10-28
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visualization: 1
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img: 2020-10-28.png
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img_url: /pages/covid-visualization/index.html?chart=countries&highlight=United%20States&show=25&y=both&scale=linear&data=cases-daily-7-dx&data-source=jhu&xaxis=right#countries
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---
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Added several new data selections:
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- "Derivative Charts" that show the change of the daily cases. A positive derivative indicates that the there is currently the daily cases are increasing at an increasing rate, a zero derivative indicates that there is no change in daily cases (the same number of new cases were detected yesterday and today), and a negative derivative indicates that there is a deceasing number of new daily cases (fewer new cases were detected today than yesterday).
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- "Experimental Charts" that are playing around with non-transitional charts (mostly out of request from others). The current two show a the current case fatality rate using a 2-week or 4-week lagged number of cases.

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‎index.md

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2020
<li>
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#05: <a href="pages/interactive-visualization-of-covid-19-in-illinois/">Interactive Visualization of COVID-19 in Illinois</a>
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</li>
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<li>
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#06: <a href="pages/covid-19-at-big-ten-conference-schools/">COVID-19 at Big Ten Conference Schools</a>
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</li>
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</ul>
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{% assign updates = site.updates | sort: 'date' | reverse | limit: 5 %}
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{% assign viz = "91-DIVOC-05: &quot;Interactive Visualization of COVID-19 in Illinois&quot;" %}
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{% assign viz_url = "/pages/interactive-visualization-of-covid-19-in-illinois/" %}
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{% elsif update.visualization == 6 or update.newVisualization == 6 %}
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{% assign viz = "91-DIVOC-06: &quot;COVID-19 at Big Ten Conference Schools&quot;" %}
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{% assign viz_url = "/pages/covid-19-at-big-ten-conference-schools/" %}
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{% endif %}
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{% if viz_url %}

‎pages/coronavirus-1000-person-community/data.csv

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Province_State,Confirmed,Deaths,Recovered,Active,People_Tested,Date,dWeek_Confirmed,dWeek_Deaths,dWeek_Recovered,dWeek_Active,dWeek_People_Tested,dWeek_Date,Population
2-
Alabama,142863,2428,61232,79203,1039010,09-18-2020,6160,95,7009,-944,28088,09-11-2020,4903185
3-
Alaska,6644,45,2422,4177,418293,09-18-2020,540,2,63,475,23707,09-11-2020,731545
4-
American Samoa,0,0,0,0,1571,09-18-2020,0,0,0,0,0,09-11-2020,55641
5-
Arizona,212942,5451,33526,173965,1362319,09-18-2020,5419,163,1054,4202,82895,09-11-2020,7278717
6-
Arkansas,74082,1173,64145,8764,866435,09-18-2020,6171,220,2900,3051,68077,09-11-2020,3017825
7-
California,779491,14893,0,764598,13177186,09-18-2020,24586,663,0,23923,725526,09-11-2020,39512223
8-
Colorado,63730,2009,6241,55480,1166910,09-18-2020,3268,24,124,3120,79711,09-11-2020,5758736
9-
Connecticut,55527,4492,9204,41831,1422148,09-18-2020,1201,12,62,1127,91164,09-11-2020,3565287
10-
Delaware,19366,620,10201,8545,268638,09-18-2020,807,7,174,626,11940,09-11-2020,973764
11-
District of Columbia,14852,619,11802,2431,347118,09-18-2020,359,3,276,80,25682,09-11-2020,705749
12-
Florida,677660,13225,0,664435,5038261,09-18-2020,19279,723,0,18556,161505,09-11-2020,21477737
13-
Georgia,302854,6536,0,296318,2701952,09-18-2020,12073,290,0,11783,143633,09-11-2020,10617423
14-
Guam,2074,31,1450,593,45653,09-18-2020,211,8,332,-129,2640,09-11-2020,165718
15-
Hawaii,11217,120,4248,6849,269329,09-18-2020,758,24,1072,-338,22846,09-11-2020,1415872
16-
Idaho,36959,438,19691,16830,282522,09-18-2020,2009,26,2092,-109,8706,09-11-2020,1792065
17-
Illinois,272517,8647,0,263870,4985054,09-18-2020,12638,142,0,12496,350577,09-11-2020,12671821
18-
Indiana,109683,3495,86260,19928,1281438,09-18-2020,6178,75,5522,581,98334,09-11-2020,6732219
19-
Iowa,78839,1264,56546,21029,708031,09-18-2020,5440,48,4176,1216,34434,09-11-2020,3155070
20-
Kansas,52125,594,1950,49581,474749,09-18-2020,3755,78,91,3586,25819,09-11-2020,2913314
21-
Kentucky,60128,1101,11168,47859,1045232,09-18-2020,4424,57,346,4021,144542,09-11-2020,4467673
22-
Louisiana,160283,5342,145570,9371,2146986,09-18-2020,4109,140,5130,-1161,109233,09-11-2020,4648794
23-
Maine,5002,138,4335,529,364424,09-18-2020,210,4,144,62,44416,09-11-2020,1344212
24-
Maryland,119062,3869,7351,107842,1504867,09-18-2020,4338,41,165,4132,71991,09-11-2020,6045680
25-
Massachusetts,126582,9269,109397,7916,3264873,09-18-2020,2596,89,1896,611,359520,09-11-2020,6949503
26-
Michigan,127500,6954,85513,35033,3285030,09-18-2020,5249,54,4835,360,212244,09-11-2020,9986857
27-
Minnesota,87807,2002,80221,5584,1791680,09-18-2020,5091,53,4464,574,579120,09-11-2020,5639632
28-
Mississippi,92432,2792,78971,10669,633432,09-18-2020,3257,122,4873,-1738,15053,09-11-2020,2976149
29-
Missouri,111390,1810,0,109580,1190380,09-18-2020,11122,90,0,11032,93808,09-11-2020,6137428
30-
Montana,9871,146,7500,2225,298555,09-18-2020,1086,15,705,366,23897,09-11-2020,1068778
31-
Nebraska,40387,442,30254,9691,416575,09-18-2020,2536,5,1741,790,22763,09-11-2020,1934408
32-
Nevada,75096,1524,2012,71560,656601,09-18-2020,2290,85,82,2123,23319,09-11-2020,3080156
33-
New Hampshire,7861,438,7117,306,393166,09-18-2020,241,4,247,-10,165875,09-11-2020,1359711
34-
New Jersey,198848,16061,34572,148215,3291916,09-18-2020,2960,38,227,2695,151130,09-11-2020,8882190
35-
New Mexico,27350,841,15106,11403,845167,09-18-2020,787,23,986,-222,38168,09-11-2020,2096829
36-
New York,448052,33085,76036,338931,9711647,09-18-2020,5261,66,387,4808,568947,09-11-2020,19453561
37-
North Carolina,190973,3207,167257,20509,2749020,09-18-2020,8687,184,10605,-2102,190366,09-11-2020,10488084
38-
North Dakota,17230,184,14060,2986,550324,09-18-2020,2546,20,1883,643,43926,09-11-2020,762062
39-
Northern Mariana Islands,62,2,29,31,14378,09-18-2020,3,0,0,3,3,09-11-2020,55194
40-
Ohio,142596,4608,120858,17130,2753105,09-18-2020,7270,205,7805,-740,233892,09-11-2020,11689100
41-
Oklahoma,74567,939,63135,10493,1054217,09-18-2020,6925,51,5752,1122,79466,09-11-2020,3956971
42-
Oregon,30342,521,5376,24445,629422,09-18-2020,1477,22,66,1389,23683,09-11-2020,4217737
43-
Pennsylvania,153522,7921,121920,23681,1881488,09-18-2020,5819,92,4755,972,86575,09-11-2020,12801989
44-
Puerto Rico,39684,599,0,39085,345656,09-18-2020,3103,76,0,3027,3103,09-11-2020,3193694
45-
Rhode Island,23620,1088,2244,20288,675108,09-18-2020,715,17,43,655,59425,09-11-2020,1059361
46-
South Carolina,136318,3177,51431,81710,1111404,09-18-2020,7272,149,0,7123,66928,09-11-2020,5148714
47-
South Dakota,18075,195,15068,2812,173704,09-18-2020,1958,18,1643,297,12741,09-11-2020,884659
48-
Tennessee,180497,2196,163181,15120,2603342,09-18-2020,10638,171,10507,-40,182963,09-11-2020,6833174
49-
Texas,704563,14951,600662,88950,5444801,09-18-2020,29529,724,32595,-3790,-9240,09-11-2020,28995881
50-
Utah,61775,437,50492,10846,743737,09-18-2020,5100,6,2471,2623,35930,09-11-2020,3205958
51-
Vermont,1706,58,1536,112,154099,09-18-2020,38,0,43,-5,5524,09-11-2020,623989
52-
Virgin Islands,1257,19,1174,64,18954,09-18-2020,56,1,50,5,904,09-11-2020,104914
53-
Virginia,138605,2947,16762,118896,1831623,09-18-2020,7034,236,619,6179,97576,09-11-2020,8535519
54-
Washington,81602,2037,0,79565,1704670,09-18-2020,2591,46,0,2545,89922,09-11-2020,7614893
55-
West Virginia,13685,300,10011,3374,503133,09-18-2020,1508,36,949,523,31342,09-11-2020,1787145
56-
Wisconsin,97279,1238,83184,12857,1418412,09-18-2020,11029,41,7306,3682,72753,09-11-2020,5822434
57-
Wyoming,4747,49,4044,654,92307,09-18-2020,483,7,320,156,5952,09-11-2020,578759
58-
United States,6723781,198567,2556465,3968749,93150052,09-18-2020,280190,5591,138587,136012,5923044,09-11-2020,329488021
2+
Alabama,186437,2892,74439,109106,1312887,10-27-2020,11909,87,201,11621,47312,10-20-2020,4903185
3+
Alaska,14798,70,7016,7712,577429,10-27-2020,3407,3,335,3069,30904,10-20-2020,731545
4+
American Samoa,0,0,0,0,1616,10-27-2020,0,0,0,0,0,10-20-2020,55641
5+
Arizona,240122,5891,40169,194062,1724647,10-27-2020,7185,54,1464,5667,77302,10-20-2020,7278717
6+
Arkansas,107679,1857,96322,9500,1303236,10-27-2020,7238,129,6039,1070,71584,10-20-2020,3017825
7+
California,914888,17460,0,897428,18127049,10-27-2020,31142,405,0,30737,937979,10-20-2020,39512223
8+
Colorado,98710,2236,7628,88846,1874101,10-27-2020,11151,54,403,10694,165651,10-20-2020,5758736
9+
Connecticut,68637,4595,9800,54242,2221034,10-27-2020,4182,36,149,3997,166772,10-20-2020,3565287
10+
Delaware,24249,686,12846,10717,343141,10-27-2020,924,18,601,305,12415,10-20-2020,973764
11+
District of Columbia,16906,644,13215,3047,502538,10-27-2020,461,2,331,128,28731,10-20-2020,705749
12+
Florida,786311,16505,0,769806,9703491,10-27-2020,25922,400,0,25522,3935544,10-20-2020,21477737
13+
Georgia,353372,7844,0,345528,3474891,10-27-2020,10934,170,0,10764,147055,10-20-2020,10617423
14+
Guam,4418,75,2611,1732,65045,10-27-2020,532,9,257,266,4539,10-20-2020,165718
15+
Hawaii,14773,215,11444,3114,508490,10-27-2020,617,26,366,225,29189,10-20-2020,1415872
16+
Idaho,60923,585,28309,32029,373337,10-27-2020,6260,50,2071,4139,17955,10-20-2020,1792065
17+
Illinois,387687,9838,0,377849,7393003,10-27-2020,33230,301,0,32929,506102,10-20-2020,12671821
18+
Indiana,166564,4194,116834,45536,2754311,10-27-2020,15900,186,7159,8555,202905,10-20-2020,6732219
19+
Iowa,118563,1680,89490,27393,869020,10-27-2020,9361,104,5972,3285,31302,10-20-2020,3155070
20+
Kansas,77887,983,2549,74355,625931,10-27-2020,5708,88,134,5486,27537,10-20-2020,2913314
21+
Kentucky,99637,1428,18045,80164,1821228,10-27-2020,10093,86,643,9364,114331,10-20-2020,4467673
22+
Louisiana,180991,5872,165282,9837,2723277,10-27-2020,4310,100,3490,720,106820,10-20-2020,4648794
23+
Maine,6309,146,5399,764,595786,10-27-2020,322,0,193,129,41692,10-20-2020,1344212
24+
Maryland,141741,4108,8099,129534,3311143,10-27-2020,4997,58,173,4766,189344,10-20-2020,6045680
25+
Massachusetts,153037,9888,122856,20293,5781231,10-27-2020,7573,130,3964,3479,475190,10-20-2020,6949503
26+
Michigan,182344,7585,114939,59820,4693470,10-27-2020,16350,202,5400,10748,307679,10-20-2020,9986857
27+
Minnesota,137536,2421,122100,13015,2698113,10-27-2020,12005,122,10466,1417,175114,10-20-2020,5639632
28+
Mississippi,116617,3283,101385,11949,846161,10-27-2020,5295,81,3710,1504,5295,10-20-2020,2976149
29+
Missouri,175130,2855,0,172275,2438579,10-27-2020,13281,230,0,13051,141905,10-20-2020,6137428
30+
Montana,29346,305,18981,10060,481322,10-27-2020,5253,53,4139,1061,36301,10-20-2020,1068778
31+
Nebraska,65376,620,42245,22511,572760,10-27-2020,5967,55,2932,2980,26091,10-20-2020,1934408
32+
Nevada,96908,1752,2385,92771,794921,10-27-2020,5409,25,49,5335,43318,10-20-2020,3080156
33+
New Hampshire,10530,475,8989,1066,590364,10-27-2020,702,7,731,-36,46802,10-20-2020,1359711
34+
New Jersey,231331,16306,36609,178416,4484813,10-27-2020,9138,79,604,8455,249513,10-20-2020,8882190
35+
New Mexico,43169,980,20910,21279,1124922,10-27-2020,5273,38,909,4326,63654,10-20-2020,2096829
36+
New York,498646,33433,79230,385983,13945858,10-27-2020,12166,67,700,11399,873143,10-20-2020,19453561
37+
North Carolina,263883,4211,231611,28061,3890764,10-27-2020,15133,219,13070,1844,218971,10-20-2020,10488084
38+
North Dakota,39130,476,32339,6315,796514,10-27-2020,5464,64,5117,283,50150,10-20-2020,762062
39+
Northern Mariana Islands,92,2,29,61,16085,10-27-2020,4,0,0,4,274,10-20-2020,55194
40+
Ohio,202740,5239,161704,35797,4282604,10-27-2020,17101,156,9244,7701,303190,10-20-2020,11689100
41+
Oklahoma,118409,1273,101656,15480,1564476,10-27-2020,8861,82,7958,821,97466,10-20-2020,3956971
42+
Oregon,42808,664,5870,36274,836995,10-27-2020,2672,31,0,2641,41678,10-20-2020,4217737
43+
Pennsylvania,203520,8683,152803,42034,2452969,10-27-2020,13550,167,6755,6628,112458,10-20-2020,12801989
44+
Puerto Rico,63497,808,27607,35082,369469,10-27-2020,4854,39,1660,3155,4854,10-20-2020,3193694
45+
Rhode Island,31445,1188,2672,27585,1077670,10-27-2020,2796,24,114,2658,92350,10-20-2020,1059361
46+
South Carolina,172579,3842,87892,80845,1745026,10-27-2020,7086,146,4531,2409,125104,10-20-2020,5148714
47+
South Dakota,40730,375,29167,11188,249165,10-27-2020,6273,45,3481,2747,14439,10-20-2020,884659
48+
Tennessee,251774,3207,222348,26219,3586241,10-27-2020,18205,255,14166,3784,189505,10-20-2020,6833174
49+
Texas,904769,18061,763108,123600,7883440,10-27-2020,42492,503,29350,12639,439114,10-20-2020,28995881
50+
Utah,107228,578,78946,27704,1044695,10-27-2020,10585,27,7253,3305,58271,10-20-2020,3205958
51+
Vermont,2113,58,1766,289,186291,10-27-2020,157,0,65,92,6578,10-20-2020,623989
52+
Virgin Islands,1351,21,1308,22,23659,10-27-2020,14,0,12,2,807,10-20-2020,104914
53+
Virginia,174786,3595,19702,151489,2543515,10-27-2020,7516,113,532,6871,131575,10-20-2020,8535519
54+
Washington,104027,2337,0,101690,2372596,10-27-2020,4877,55,0,4822,128260,10-20-2020,7614893
55+
West Virginia,22710,434,17846,4430,743737,10-27-2020,2190,23,2858,-691,51928,10-20-2020,1787145
56+
Wisconsin,206311,1852,161260,43199,2006587,10-27-2020,27829,219,21805,5805,105876,10-20-2020,5822434
57+
Wyoming,11806,77,7906,3823,125492,10-27-2020,2280,16,962,1302,7212,10-20-2020,578759
58+
United States,8777280,226688,3487666,5062926,138457135,10-27-2020,504136,5639,192518,305979,11517030,10-20-2020,329488021

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