seasonCols = ['name','height','weight',
  'team_abbreviation',
 'year',
 'adjusted_assists',
 'adjusted_goals',
 'adjusted_goals_against_average',
 'adjusted_goals_created',
 'adjusted_points',
 'age',
 'assists',
 'average_time_on_ice',
 'blocks_at_even_strength',
 'corsi_against',
 'corsi_for',
 'corsi_for_percentage',
 'defensive_point_shares',
 'defensive_zone_start_percentage',
 'even_strength_assists',
 'even_strength_goals',
 'even_strength_goals_allowed',
 'even_strength_save_percentage',
 'even_strength_shots_faced',
 'faceoff_losses',
 'faceoff_percentage',
 'faceoff_wins',
 'fenwick_against',
 'fenwick_for',
 'fenwick_for_percentage',
 'game_winning_goals',
 'games_played',
 'giveaways',
 'goal_against_percentage_relative',
 'goalie_point_shares',
 'goals',
 'goals_against',
 'goals_against_average',
 'goals_against_on_ice',
 'goals_created',
 'goals_for_on_ice',
 'goals_saved_above_average',
 'hits_at_even_strength',
 'league',
 'losses',
 'minutes',
 'offensive_point_shares',
 'offensive_zone_start_percentage',
 'pdo',
 'penalties_in_minutes',
 'plus_minus',
 'point_shares',
 'points',
 'power_play_assists',
 'power_play_goals',
 'power_play_goals_against_on_ice',
 'power_play_goals_allowed',
 'power_play_goals_for_on_ice',
 'power_play_save_percentage',
 'power_play_shots_faced',
 'quality_start_percentage',
 'quality_starts',
 'really_bad_starts',
 'relative_corsi_for_percentage',
 'relative_fenwick_for_percentage',
 'save_percentage',
 'save_percentage_on_ice',
 'saves',
 'season',
 'shooting_percentage',
 'shooting_percentage_on_ice',
 'shootout_attempts',
 'shootout_goals',
 'shootout_misses',
 'shootout_percentage',
 'short_handed_assists',
 'short_handed_goals',
 'short_handed_goals_allowed',
 'short_handed_save_percentage',
 'short_handed_shots_faced',
 'shots_against',
 'shots_on_goal',
 'shutouts',
 'takeaways',
 'ties_plus_overtime_loss',
 'time_on_ice',
 'time_on_ice_even_strength',
 'total_goals_against_on_ice',
 'total_goals_for_on_ice',
 'total_shots',
 'wins']

careerCols = ['name','adjusted_assists',
 'adjusted_goals',
 'adjusted_goals_against_average',
 'adjusted_goals_created',
 'adjusted_points',
 'age',
 'assists',
 'average_time_on_ice',
 'blocks_at_even_strength',
 'corsi_against',
 'corsi_for',
 'corsi_for_percentage',
 'defensive_point_shares',
 'defensive_zone_start_percentage',
 'even_strength_assists',
 'even_strength_goals',
 'even_strength_goals_allowed',
 'even_strength_save_percentage',
 'even_strength_shots_faced',
 'faceoff_losses',
 'faceoff_percentage',
 'faceoff_wins',
 'fenwick_against',
 'fenwick_for',
 'fenwick_for_percentage',
 'game_winning_goals',
 'games_played',
 'giveaways',
 'goal_against_percentage_relative',
 'goalie_point_shares',
 'goals',
 'goals_against',
 'goals_against_average',
 'goals_against_on_ice',
 'goals_created',
 'goals_for_on_ice',
 'goals_saved_above_average',
 'height',
 'hits_at_even_strength',
 'league',
 'losses',
 'minutes',
 'offensive_point_shares',
 'offensive_zone_start_percentage',
 'pdo',
 'penalties_in_minutes',
 'plus_minus',
 'point_shares',
 'points',
 'power_play_assists',
 'power_play_goals',
 'power_play_goals_against_on_ice',
 'power_play_goals_allowed',
 'power_play_goals_for_on_ice',
 'power_play_save_percentage',
 'power_play_shots_faced',
 'quality_start_percentage',
 'quality_starts',
 'really_bad_starts',
 'relative_corsi_for_percentage',
 'relative_fenwick_for_percentage',
 'save_percentage',
 'save_percentage_on_ice',
 'saves',
 'season',
 'shooting_percentage',
 'shooting_percentage_on_ice',
 'shootout_attempts',
 'shootout_goals',
 'shootout_misses',
 'shootout_percentage',
 'short_handed_assists',
 'short_handed_goals',
 'short_handed_goals_allowed',
 'short_handed_save_percentage',
 'short_handed_shots_faced',
 'shots_against',
 'shots_on_goal',
 'shutouts',
 'takeaways',
 'team_abbreviation',
 'ties_plus_overtime_loss',
 'time_on_ice',
 'time_on_ice_even_strength',
 'total_goals_against_on_ice',
 'total_goals_for_on_ice',
 'total_shots',
 'weight',
 'wins',
 'year']