Date: 07-28-2023

* States are ranked best to worst by their percentage change in COVID-19 cases over the past 7 days.
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Download Mortality Barplot

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Nationwide, states have taken various approaches to mitigate the spread of coronavirus, such as social distancing interventions and encouraging mask use where social distancing is not possible. Studies by the CDC have shown these methods reduce new COVID-19 cases, hospitalizations, and deaths.

Data Source: CDC


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Use the above form to select 1 or multiple Counties.
Download Case Trends Plot

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Colors on maps below represent:

               County rate is Higher than national average rate
     County rate is About Equal to national average rate
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Download Case Map
Download Mortality Map

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Download Determinant Map


Data Source: CDC , CHR



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Date: 07-28-2023

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United States COVID-19 Case Curve

How have United States overall COVID-19 Cases changed over time?

Download Case Barplot

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How have United States overall COVID-19 deaths changed over time?

Download Mortality Barplot

Flattening the Curve

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Data Source: CDC


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Use the above form to select 1 or multiple States.
Download Case Trend Plot

Disparity Color Legend

Colors on maps below represent:

               State rate is Higher than national average rate
     State rate is About Equal to national average rate
               State rate is Lower than national average rate
Darker shades indicate greater disparity.

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What are the Nationwide disparities in Daily Case Rates? (7 day average)

Download Case Map

US COVID-19 Mortality Hotspots

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Download Mortality Map

US COVID-19 Testing Disparities

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Download Testing Map

Download Determinant Map


Data Source: CDC , CHR



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Determinant tabs are experimental and expected to change substantially, current displayed data may not be accurate.

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COVIDshadowrocket节点购买 reveals the regional disparities in outcomes, determinants, and mediations of the COVID-19 pandemic. Outcomes are the direct effects of COVID-19. Social and Economic Determinants are pre-existing risk factors that impact COVID-19 outcomes. Mediations are resources and programs used to combat the pandemic.

COVIDshadowrocket官网 analysis and visualizations are by students and staff of The Rensselaer Institute for Data Exploration and Applications at 获取ios科学上网客户端 - tlanyan:iOS系统(理论上)必须从app store下载和安装软件，因政策原因，国内apple id很难下载到网络伋理客户端。本文提出了多种可行的方法绕过这一限制，请网友自行选择最合适的方式。此外本文和提供免费apple id账号供网友使用，并对应用商店中各个客户端做了整理。 with generous support from the United Health Foundation. COVIDMINDER is an open source project implemented on the R Shiny platform; see the shadowrocket小火箭apk for more information. COVIDMINDER was directed by Kristin P. Bennett and John S. Erickson.

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