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| def scrape_game_data(game_url): | |
| """ | |
| Scrape data from a game into a dictionary mapping stat categories to booleans | |
| indicating if the given team won the particular category | |
| """ | |
| raw_team_stats = get_raw_game_data(game_url) | |
| teams = raw_team_stats.keys() | |
| stats = raw_team_stats.values() | |
| parsed_team_stats = defaultdict(dict) | |
| for cat in stats[0].keys(): | |
| if cat == 'tov' or cat == 'tov_pct': | |
| if stats[0][cat] > stats[1][cat]: | |
| parsed_team_stats[teams[0]][write_cat] = 0 | |
| parsed_team_stats[teams[1]][write_cat] = 1 | |
| elif stats[0][cat] < stats[1][cat]: | |
| parsed_team_stats[teams[0]][write_cat] = 1 | |
| parsed_team_stats[teams[1]][write_cat] = 0 | |
| else: | |
| parsed_team_stats[teams[0]][write_cat] = 0.5 | |
| parsed_team_stats[teams[1]][write_cat] = 0.5 | |
| else: | |
| if stats[0][cat] > stats[1][cat]: | |
| parsed_team_stats[teams[0]][write_cat] = 1 | |
| parsed_team_stats[teams[1]][write_cat] = 0 | |
| elif stats[0][cat] < stats[1][cat]: | |
| parsed_team_stats[teams[0]][write_cat] = 0 | |
| parsed_team_stats[teams[1]][write_cat] = 1 | |
| else: | |
| parsed_team_stats[teams[0]][write_cat] = 0.5 | |
| parsed_team_stats[teams[1]][write_cat] = 0.5 | |
| return parsed_team_stats |
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