CourtVisionPH - UAAP Season 81 FIBA LiveStats Shot Chart Data

Includes information found in the Shot Chart data of FIBA LiveStats:

• location (origin is the center of the basket)
  • x - distance (10 cm/unit) from center of basket along x (horizontal) axis, right is positive
  • y - distance (10 cm/unit) from the center of the basket along y (vertical) axis, up is positive
• points - 2 or 3
• made - 1 is made, 0 is missed
• shot_type - type of shot taken
• player & team information
  • player - name of player
  • num - number of player
  • team - team of player
  • opponent - opponent team in the game
• date - date when game was played
• venue - where the game was played

Notes

x and y are in 10 cm intervals. 1 unit of x or y = 10 centimeters (0.1 meters). Meaning, a point with coordinates (10, 10) is 100cm (10 * 10cm) to the right and 100 cm away from the basket. RAW - dataset as scraped from FIBA LiveStats CLEANED - cleaned some problems with player names, etc.

Original data extracted from FIBA LiveStats.

Extraction done by scraping data from FIBA LiveStats and mapping them to a half-court

Sample analysis and visualizations

Distances of made three-pointers

Range map of UP Fighting Maroons

Spatial basis vectors using NMF and KDE

Except when explicitly stated otherwise, this work and its contents is licensed under a Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).