This project analyzes & visualizes current COVID-19 vaccination and infection rates across the US to better understand state level trends. It uses Javascript, D3.js, D3-tip.js and HTML to build an interactive chart for exploring the relationship between COVID-19 infection rates and vaccination levels for each state in the US for the week ending April 10, 2021. The interactive chart with findings can be accessed here.
Several different datasets were extracted & transformed to produce the dataset used for this project.
-
Vaccination Data came from "Our World in Data" - (https://ourworldindata.org/us-states-vaccinations ):
- us-covid-number-fully-vaccinated.csv
- us-covid-share-fully-vaccinated.csv
- us-total-covid-19-vaccine-doses-administered.csv
- us-state-covid-vaccines-per-100.csv
-
COVID Case data came from CDC's COVID Data Tracker at https://data.cdc.gov/Case-Surveillance/United-States-COVID-19-Cases-and-Deaths-by-State-o/9mfq-cb36
- United_States_COVID_19_Cases_and_Deaths_by_State_over_Time.csv
The dashboard enables users to explore the COVID-19 cases & vaccinations data for the week ending April 10. They can toggle between different variables on the X axis to see how those variables relate to the recent COVID-19 infection rates for each state by clicking on "People Vaccinated (per 100)" or "People Vaccinated". Upon hovering over a state on the chart, a tooltip displays the values for the state. The project findings are detailed below the chart.
The project consists of:
- a Javascript file (app.js)
- an HTML file (index.html)
- the state data (state_stats.csv)
- Bootstrap, CSS, and Jquery files.
All of the resources used to produce the dataset are in the Resources folder - including COVID_Data_Prep.ipynb
To run this application simply launch the index.html file using live server or visit the hosted version here.