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NBA_SportVu

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Scripts for analyzing NBA sportvu motion data

// repository documentation

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### NBA_SportVu
Code for exploring the NBA SportVu motion data, more information at my [blog](https://rajivshah.com/blog/sportvu_analysis.html). You can download the games from this [repo](https://github.com/rajshah4/BasketballData).

_functions.R - Various functions that I have written.  The functions include *sportvu_convert_json* for importing motion data from a json to a data frame.  Other functions can extract distances players have traveled and create a matrix of player to player distances.
 
EDA_NBA_SportVu.Rmd - A markup document showing basic EDA on the movement data. [Online](https://rajivshah.com/blog/sportvu/EDA_NBA_SportVu.html).

PBP_NBA_SportVu.Rmd - A markup document showing how to merge play by play data with the SportVu movement data. [Online](https://rajivshah.com/blog/sportvu/PBP_NBA_SportVu.html).

Chull_NBA_SportVu.Rmd - A markup document for measuring player spacing using convex hulls with the SportVu movement data. [Online](https://rajivshah.com/blog/sportvu/Chull_NBA_SportVu.html).

Velocity_NBA_SportVu.RMd - A markup document for measuring player velocity, acceleration, and jerk using the NBA SportVu movement data. [Online](https://rajivshah.com/blog/sportvu/Velocity_NBA_SportVu.html).

Traj_NBA_SportVu.Rmd - A markup document sharing a few different ways to analyzing player and ball trajectories. [Online](https://rajivshah.com/blog/sportvu/Traj_NBA_SportVu.html).

NBA_SportVu

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