U.S. Pandemic Tracker

COVID-19 Maps and Statistics
As of July 8th, 01:40:13 (PST)

Cases Deaths Rate
U.S. 3,094,497 132,517 4.28%
World 11,965,162 546,987 4.57%


Data By County or State


Cases Deaths Rate
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U.S. COVID-19 Deaths
7-Day Running Average

03/01/20 to Present



Coronavirus Heat Map

Per Capita Map COVID Deaths



Coronavirus Heat Map
01/20/20 to Present



Top States Death Rate Change
(% Change Bi-Weekly Deaths)

1) 242.73% New Jersey
2) 133.33% Maine
3) 108.11% Delaware
4) 100.00% Alaska
5) 64.71% South Carolina
6) 62.94% Virginia
7) 58.28% Arizona
8) 43.70% Texas
9) 42.86% Oklahoma
10) 40.58% New York

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Top States Per Capita Deaths
(COVID Deaths per 100,000)

1) 171.38 New Jersey
2) 121.46 Connecticut
3) 119.01 Massachusetts
4) 113.44 New York
5) 88.52 District of Columbia
6) 87.31 Rhode Island
7) 68.43 Louisiana
8) 62.33 Michigan
9) 55.33 Illinois
10) 53.70 Maryland
  39.14 Average, USA

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Top Counties Per Capita Deaths
(COVID Deaths per 100,000)

1) 382.41 Hancock, GA
2) 367.00 Randolph, GA
3) 314.43 Terrell, GA
4) 301.38 Early, GA
5) 279.69 Emporia, VA
6) 260.60 New York City, NY
7) 255.58 Essex, NJ
8) 248.92 McKinley, NM
9) 243.56 Neshoba, MS
10) 238.68 Union, NJ
  39.14 Average, USA

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Top 20 States Per Capita
(COVID Deaths per 100,000)
03/11/20 to Present

View All 50 States



Daily Incremental Deaths
03/01/20 to Present



Cumulative Deaths
03/01/20 to Present



Cumulative Death Rates
03/01/20 to Present



Cumulative Cases
03/01/20 to Present



Cases & Deaths
As Percent of World's
03/01/20 to Present



COVID-19 Data Summaries

06/17/2020

Death rates continue falling across the nation. Daily fatalities are now at the lowest level in months - from the April 24th high, the moving 7-day average has fallen over 80%.

The decline in death rates continues to be largely driven from the Northeast. Elsewhere the situation is patchier, with some states falling (Washington), some on persistent plateaus (California), and others rising (Arkansas).

The coronavirus has now been confirmed in 96% of US counties. Deaths have been reported in 60% of all counties.

In contrast, cases continue to rise throughout most of the country. No doubt much of this is due to increased testing. However, it is believed that infection rates are rising as well. If so, this should reveal itself in an increase death rate over the coming weeks.

Interestingly, the CFR (Case Fatality Rate) has stabilized at around 5.38% for both the US and the World. It's expected that this rate will continue to decline from here as testing becomes more prevalent. As of this writing, epidemelogists believe the true CFR may be approximate 0.5%. If so, that would imply that approximately 25 million Americans have been infected by the virus.

The Death Rate Change List ranks states by rate of change in deaths over 2-week periods. These numbers tend to jump around a bit, however it is worth noting that southern and Sun Belt states have been among the worst-performing. Arizona, North Carolina, Tennessee are good examples here. If this trend continues, we may witness a sharp increase in deaths in these states over the coming months.


05/25/2020

Death rates continue to decline signficantly. From the April 24th high, the moving 7-day average has fallen over 50%. However most of this decline has been in the Northeast and parts of the West. Elsewhere date rates have either reached a plateau or continue to rise. This is particularly true in southern states.

The coronavirus has now been confirmed in 93% of US counties. Deaths have been reported in 54% of all counties, and 4% have had over 100 deaths.

In terms of per capita deaths, New Jersey has become the worst-affected state. Western and mountain states remain the least affected regions. Mississippi (20.66 deaths per 100k) and Georgia (17.07) are rising in the rankings but still are nowhere near as impacted as the Northeast. For example, New Jersey (124.70) currently has 6X the per capita death rate.

The overall US death rate now stands at 5.88% with 1.69m cases. As previously discussed, this high death rate indicates the presence in the population of many undiagnosed/asymptomatic cases. This observation allows us to do a bit of math. In particular, if we assume that the actual death rate is 0.6% (a common guestimate), then that would mean that US cases currently exceed 16 million.

We could then use this number to estimate the upper bounds on total deaths by the time the pandemic finishes. if we assume that 200m people will eventually get the virus (the minimal level for herd immunity) and then note that 100k people have already died in the US, then that would imply a final US death total of around 1.2m (200/16 * 100,000).

Of course, this calculation should be taken with a giant grain of salt. Among other things, it assumes no vaccine, no improvement in treatments, no change in spread (due to warmer weather) and no improvements to public health policies and social behaviors. Even so, it's an interesting number and demonstrates that the pandemic might end up having a much greater impact over time.


05/04/2020

For the week, aggregate death rates continued to modestly decline. We've had several days that registered barely over 1,000 deaths, a rate that hadn't been seen in previous weeks.. However the data remains noisy with many peaks and valleys. In addition, it's feared that the reopening of some states will reverse these gains. It will be interesting to see if this is indeed the case.

The overall fatality rate has slowly trended higher to 5.8%, but is losing velocity. New Jersey had a large spike of deaths and is now firmly in the top slot, at 88 deaths per 100,000 people. Connecticut and New York are competing for the #2 slot. Overall the Northeast, Michigan and Lousiana remain the regional epicenters.

Georgia is worth some discussion here. This state is currently ranked #11 in per capita deaths, at 11.08. This is somewhat better than the US average of 18.74. That said, Georgia currently has four counties ranked in the top 10 (Terrel, Early, Mitchell and Dougherty) and its curve has never flattened. Furthermore, Georgia is moving ahead aggressively in reopening. Given all that, Georgia will be a particulary interesting to observe in the months ahead.


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Data Sources: CDC WHO DXY

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© 2020 Christopher Minson LLC