Data Projects
Showcasing my work in data analysis and visualization.
Interactive Music Dashboard (Updates Daily)
Insights include dominant genres for each region, song reach, artist chart dominance, and time trends
Filter by region, genre, artist, or song by clicking on it
Sort by artist, title, release date, or number of charts by clicking on the header.
Backend:
A Python script scrapes all regional Apple Top 100 lists daily and loads the data into a local database
Views in the database are used to transform the data.
Another Python script queries the database daily and uploads the data to a google sheet
The Tableau Public dashboard is linked to the google sheet
Insights include average rankings across platforms, differences in user preferences between platforms, dominant categories among top 100 podcasts, plus trend information for categories and individual podcasts
Quickly find the dominant categories or find a podcast to listen to in any category
Filter by platform (Apple/Spotify/Both), podcast, or category
Sort by rank, duration, or title
Backend:
A Python script scrapes Apple Top 100 podcasts while another scrapes Spotify
Both are loaded into a local database
Views in the database are used to transform the data.
Another Python script queries the database daily and uploads the data to a google sheet.
The Tableau Public dashboard is linked to the google sheet