Link to Interactive Website This web app performs webscraping of NBA players statistics data from 1950 - 2019. The web app was built in Python using the following libraries: • base64 • pandas • streamlit https://nba-stats-str.herokuapp.com/ Data source: Basketball-reference.com.

Covid19 is a very sensitive topic so it’s important to be able to see the facts and understand the numbers. That is why I am excited to share with this interactive Data Visualization which explores the numbers of cases and deaths around the world. Please note that it’s not an up to date COVID-19 source. This visualization shows the progression of the virus from January 22, 2020 - April 13, 2020.