Data Source

Data is pulled from USA Facts (https://usafacts.org/data/)

# Import Data from USA Fact
cases <- read.csv("https://usafactsstatic.blob.core.windows.net/public/data/covid-19/covid_confirmed_usafacts.csv")
deaths <- read.csv("https://usafactsstatic.blob.core.windows.net/public/data/covid-19/covid_deaths_usafacts.csv")

covid.policy <- read.csv("https://healthdata.gov/sites/default/files/state_policy_updates_20201227_0720.csv")
covid.capacity <- read.csv("https://healthdata.gov/sites/default/files/reported_hospital_utilization_20201227_1005.csv")

US Data

As of January 29, 2021, there are 25,052,580 cases of coronavirus reported in the US and 419,058 deaths.

There are currently 7,807.06 cases per 100,000 people in the US and 130.59 deaths per 100,000 people in the US.

The average case fatality rate in the US at this point is 1.67%.

Across the US, cases are increasing at a rate of 48.12 people per 100,000 each day and deaths are increasing at a rate of 1.27 people per 100,000 each day.

More details on temporal trends are included below:

R0

New Cases

New Deaths

Daily Change

Case Fatality Rate

US Map

New Cases per 100,000

Total Cases per 100,000

Total Deaths per 100,000

States with the Most New Cases Per 100,000

State Population.Size Cases.per.100k New.Cases.Yesterday New.Cases.per.100k Weekly.Change
RI 1,055,607 9,667.04 4,844 458.88 -12.31%
KS 2,906,721 9,468.99 2,965 102.00 -41.56%
AZ 6,817,565 10,833.21 5,918 86.81 -1.64%
LA 4,668,960 8,395.94 3,855 82.57 -4.83%
TX 27,429,639 8,363.48 20,200 73.64 -12.89%

** Solid grey line represents current US rates.

R0

New Cases

New Deaths

Daily Change

Case Fatality Rate

Counties with the Greatest Increase in New Cases Per 100,000

County Population.Size Cases.per.100k New.Cases.Yesterday.per.100k Weekly.Change
Dallam County , TX 7,107 7,302.66 689 1600.00%
Bowie County , TX 93,503 6,071.46 584 98.66%
Blaine County , MT 6,587 10,126.01 547 760.00%
Hartley County , TX 5,761 6,005.90 521 Inf
Kent County , RI 164,618 8,175.90 494 -3.44%
Providence County , RI 632,488 11,737.46 485 -15.91%
Bristol County , RI 49,265 7,540.85 438 -12.90%
Trego County , KS 2,923 12,692.44 411 6.25%
Newport County , RI 82,916 5,229.39 406 -19.95%
Humboldt County , NV 17,002 5,916.95 406 305.88%

Bay Area Summary

County Population Total.Cases Total.Deaths Cases.per.100k Deaths.per.100k New.Cases.per.100k
Alameda County 1,632,747 71,851 906 4,400.62 55.49 36.50
San Mateo County 763,191 34,441 356 4,512.76 46.65 33.28
Contra Costa County 1,123,231 55,337 492 4,926.59 43.80 30.98
Santa Clara County 1,910,105 99,215 1,278 5,194.22 66.91 29.74
Marin County 261,054 11,993 166 4,594.07 63.59 26.81
San Francisco County 862,004 30,874 293 3,581.65 33.99 16.24

** Solid grey line represents current US rates.

New Cases

New Deaths

Daily Change

Case Fatality Rate

My States to Watch (CA, AL, SC, GA)

** Solid grey line represents current US rates.

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New Cases

New Deaths

Daily Change

Case Fatality Rate