def get_season_and_player_df(year):
"""
given a year, returns a dataframe of season and player data
"""
season_df = players_dao.get_season_by_year_df(year)
player_df = players_dao.get_players_df()
return _merge_season_player_df(season_df, player_df)
def get_seasons_for_top_metric(season_df, metric, limit=30):
"""
gets the careers for the top {limit} players for given {metric}
"""
top_df = get_top_for_metric(season_df, metric, query="experience >= 4 & minutes_played >= 600", limit=limit)
career_df = players_dao.get_career_df(top_df.player_id.unique().tolist())
player_df = players_dao.get_players_df()
return _merge_season_player_df(career_df, player_df)