About

Hacklytics 2021 Submission - "COVID-19 Data Gig" Data Aggregation Project.

Despite the fact that there're many COVID-19 datasets out there, there is a lack of publicly available datasets or analysis about COVID-19 hospitalization data. We want to bridge this gap by creating a well-organized, clean COVID-related hospitalization dataset that is publicly available to others and also perform EDA on the aggregated datasets.

Technologies Used

Data aggregation: Pandas

Data visualization: Plotly Python Graphing Library, searborn, Matplotlib

Development tool: Jupyter Notebook

Presentation Slides

https://docs.google.com/presentation/d/1FUhp5yeocmJc1sUhoo-Ttlj1wy0fELR-nhp32a0n-AU/edit?usp=sharing

Devpost Link

https://devpost.com/software/covid-data-gigs?ref_content=my-projects-tab&ref_feature=my_projects

Source of Used Data

• COVID-19-Associated Hospitalization Surveillance Network (COVID-NET) hospitalization data
• U.S. Census Bureau Population Estimates Data
• Novel Corona Virus Dataset from WHO
• Regional GDP data from U.S. Bureau of Economic Analysis (BEA)

How To Use

• Fork this project
• Run pip install -r requirements.txt
• Run app.py for Plotly dashboard
• Run data_fetching.py for fetching all the data you need
• Run all notebooks and explore!