def get_pca_col(): return [ "p1_momentum_value_better", "elapsed_time", "server", "serve_no", "p1_ace", "p2_ace", "p1_winner", "p2_winner", "winner_shot_type", # "p1_double_fault", "p2_double_fault", "p1_unf_err", "p2_unf_err", "p1_net_pt", "p2_net_pt", "p1_net_pt_won", "p2_net_pt_won", "p1_break_pt", "p2_break_pt", "p1_break_pt_won", "p2_break_pt_won", "p1_break_pt_missed", "p2_break_pt_missed", "p1_distance_run", "p2_distance_run", "rally_count", "speed_mph", "serve_width", "serve_depth", "return_depth" ] def get_momentum_col(p): return [ "point_victor", "elapsed_time", "server", "serve_no", "{}_ace".format(p), # "p2_ace", "{}_winner".format(p), # "p2_winner", "winner_shot_type", # "p1_double_fault", # "p2_double_fault", "{}_unf_err".format(p), # "p2_unf_err", "{}_net_pt".format(p), # "p2_net_pt", "{}_net_pt_won".format(p), # "p2_net_pt_won", "{}_break_pt".format(p), # "p2_break_pt", "{}_break_pt_won".format(p), # "p2_break_pt_won", "{}_break_pt_missed".format(p), # "p2_break_pt_missed", "{}_distance_run".format(p), # "p2_distance_run", "rally_count", "speed_mph", "serve_width", "serve_depth", "return_depth" ]