The reason behind choosing this topic was to understand better the side effects of three major COVID-19 vaccines (MODERNA, PFIZER, and JOHNSON AND JOHNSON). Some of the questions answered through this analysis are:
- How many deaths took place in COVID-19 vaccinated people in the US?
- Which COVID-19 vaccine caused more deaths in vaccinated people in the US?
- What are the major symptoms in COVID-19 vaccinated people in the US?
My analysis is based on data from Kaggle
- Created an EDR of the data
- Loaded all the datasets in Jupyter notebook
- Cleaned the datasets in Jupyter notebook using the pandas library
- The cleaned data was imported to Postgres SQL database from Jupyter notebook using SQLAlchemy
- Pefromeed data visualization using Tableau
- Created a dashboard using 5 sheets
- The dashboard presents the deaths and side effects from COVID-19 Vaccines across the United States of America.
Links:
- Data cleaning with Jupyter notebook: Click here
- Data manipulation in Postgres SQL Click here
- Link to the Tableau dashboard Click here
- The datasets from Kaggle Resources