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Visualizing NBA shooting tendencies

This repo contains a project built for the course 'Visuelle Textanalyse' at the University of Leipzig.

The project consists of data acquisition, formatting and visualization. The data was scraped from Basketball-Reference using BeautifulSoup.

The visualization takes place within a Dash app and mainly consists of a shot chart heatmap, creating using Kernel Density Estimation.

image

This project only uses data from the 2023-2024 NBA season, mainly due to time constraints.

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🎯 Visualizing NBA shooting tendencies

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