# COVID-19 Analysis Report: United States

Executive Summary: Project for data analysis and visualization that shows statistics, trends and predictions for the COVID-19 pandemic in the United States of America.
This project presents a comprehensive analysis and visualization of COVID-19 infection, death rates, vaccination trends, hospitalization occupancy, lockdown orders, and economic indicators at both national and state levels. It also highlights the difference between forecasted infection rates and actual COVID-19 data.

103M+
Total Cases
1.2M+
Total Deaths
347M
Population
206M+
Vaccinations

## Data source:

Data was collected from multiple sources including Centers for Disease Control and Prevention or US Bureau Of Labor Statistics.

## Included plots:

- New weekly confirmed COVID-19 cases and deaths countrywide
- Cumulative COVID-19 cases and deaths comparing the USA to other countries
- Total number of COVID-19-related deaths statewide
- COVID-19 vaccination trends (full, 1 dose, boosters) both country and statewide
- Weekly COVID-19 hospital admissions compared to weekly new cases
- COVID-19 related hospital vs ICU occupancy
- Forecasts of new cases vs actual data
- Cumulative COVID-19 cases in US colleges during the 2020/2021 academic year
- Statewide stay-at-home orders
- Economic indicators - unemployment rate, import/export prices

## Confirmed cases

Interactive visualization showing the progression of confirmed COVID-19 cases across different time periods.

## Confirmed deaths

Interactive visualization showing the progression of confirmed COVID-19 deaths across different time periods.

## Cumulative number of cases

Animated plot showing the cumulative number of confirmed COVID-19 cases in comparison to other countries.

## Cumulative number of deaths

Animated plot showing the cumulative number of confirmed COVID-19 deaths in comparison to other countries.

## Total deaths by State

Map displaying total number of COVID-19 deaths by state with interactive features.

## Normalized deaths by State

Map displaying death rate per 100 000 people by state with interactive features.

## Countrywide Vaccination Trends

Overview of COVID-19 vaccination trends (full, 1 dose, boosters) countrywide.

## Statewide Vaccination Trends

Interactive overview of COVID-19 vaccination trends (full, 1 dose, boosters) statewide.

## Hospital admissions vs new cases

Animated plot showing weekly COVID-19 hospital admissions compared to weekly new cases.

## Hospital vs ICU occupancy

Animated plot showing COVID-19 related hospital vs ICU occupancy.

## Weekly new cases forecast with ARIMA

Statistical forecasting model (ARIMA) predicting weekly new cases vs actual data.

## Weekly new cases forecast with SARIMA

Statistical forecasting model (SARIMA) predicting weekly new cases vs actual data.

## Covid-19 cases in US colleges

Cumulative COVID-19 cases in US colleges during the 2020/2021 academic year

## Statewide stay-at-home orders

Map visualizing states that did (or did not) issue a stay-at-home order in response to the pandemic.

## Economic indicators

Interactive plot showing how economic indicators such as unemployment rate, export and import were affected during COVID-19 outbreak.

## Unemployment rate per state

Map displaying state-level unemployment rate changes throughout the years.