Code for exploring the NBA SportVu motion data
_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.
Basic_EDA.R - My working EDA analysis file.
EDA_NBA_SportVu.Rmd - A markup document showing basic EDA on the movement data. I published it at http://projects.rajivshah.com/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. It is published at http://projects.rajivshah.com/sportvu/PBP_NBA_SportVu.html
Chull_NBA_SportVu.Rmd - A markup document for measuring player spacing using convex hulls with the SportVu movement data. It is published at http://projects.rajivshah.com/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. it is published at http://projects.rajivshah.com/sportvu/Velocity_NBA_SportVu.html
Traj_NBA_SportVu.Rmd - A markup document sharing a few different ways to analyzing player and ball trajectories. It is published at http://projects.rajivshah.com/sportvu/Traj_NBA_SportVu.html