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id_players(base_filename + 'players_raw.csv', base_filename)
player_ids = get_player_ids(base_filename)
num_players = len(data["elements"])
player_base_filename = base_filename + 'players/'
gw_base_filename = base_filename + 'gws/'
print("Extracting player specific data")
for i,name in player_ids.items():
player_data = get_individual_player_data(i)
parse_player_history(player_data["history_past"], player_base_filename, name, i)
parse_player_gw_history(player_data["history"], player_base_filename, name, i)
if gw_num > 0:
print("Collecting gw scores")
collect_gw(gw_num, player_base_filename, gw_base_filename)
print("Merging gw scores")
merge_gw(gw_num, gw_base_filename)
parse_epl_data(base_filename)