analyze opponents

analyze.py

print('------------Opponents---------------------')
hero_wins = collections.defaultdict(int)
hero_totals = collections.defaultdict(int)
hero_matches = collections.defaultdict(list)
for match in wisp_matches:
    for hero in match.opponent_picks:
        hero_totals[hero] += 1
        if not match.liquid_win:
            hero_wins[hero] += 1
        hero_matches[hero].append(match.match)

win_percent = collections.defaultdict(float)
for k, v in hero_wins.items():
    win_percent[k] = (v/hero_totals[k])

sorted_percent = collections.OrderedDict(sorted(win_percent.items(), key=itemgetter(1), reverse=True))

for k, v in sorted_percent.items():
    print('Hero {} has won {} out of {} games against Liquid IO for a win percent of {} (matches {})'.format(
        k, hero_wins[k], hero_totals[k], v, hero_matches[k]))