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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

ETL of data

Sample analysis and visualizations

Distances of made three-pointers Distances of three-pointers

Range map of UP Fighting Maroons Range map of UP Fighting Maroons

Spatial basis vectors using NMF and KDE Spatial basis vectors using NMF and KDE

Creative Commons License BY-SA

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).

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Extracted Shot Chart data for UAAP Season 81 from FIBA LiveStats site.

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