SpaceX launch-success prediction
Data science capstone: API and web-scraping collection, SQL EDA, Folium maps, and a Plotly Dash app for launch-success prediction.
- Status
- Coursework
- Period
- Capstone
- Area
- Analytics
- Code
- Code public
- Stack
- Python
- SQL
- Folium
- Plotly Dash
- Web scraping
Problem
Predict whether a SpaceX launch will succeed from public launch data.
Approach
- Collected data through an API and web scraping.
- Explored it with SQL.
- Mapped launch sites with Folium.
- Built an interactive Plotly Dash app.
Results
A complete capstone, from data collection to an interactive dashboard.