This app visualizes yelp's business and US Census demographic data in Las Vegas, NV. Users can look at the distribution of businesses grouped by category around the city and explore the relationship between features. Checkout the final app at: https://msender98.shinyapps.io/Yelp_Visualiazation_App/
This app was created while studying at the NYC Data Science Academy.
https://www.kaggle.com/yelp-dataset/yelp-dataset
https://www.kaggle.com/muonneutrino/us-census-demographic-data
https://geo.fcc.gov/api/census/#!/area/get_area
Data was cleaned and sorted using R, and the app was put together using https://shiny.rstudio.com/. FCC API was interacted with using python's Request library: https://requests.readthedocs.io/en/master/.