##PLOTTING OVERALL SCORES:
plt.figure()

plt.title('Overall F-Scores')
list = []
for i in scores_sf:
    list.append(scores_sf[i])
    print(scores_sf[i])
plt.boxplot(list)

list = []
for i in scores_ml:
    list.append(scores_ml[i])
    print(scores_ml[i])
plt.boxplot(list)




##PLOTTING ALL OTHER SCORES: (they're all basically the same)
fig, (ax1, ax2) = plt.subplots(1, 2)

ax1.set_title('Player Scores')
print('SF!')
matrix = []
for player_id in player_scores_sf:
    sf_player_list = []
    for track_id in player_scores_sf[player_id]:
        print(score)
        score = player_scores_sf[player_id][track_id]
        sf_player_list.append(score)
    matrix.append(sf_player_list)
ax1.boxplot(matrix)

print('ML!')
matrix = []
for player_id in player_scores_ml:
    ml_player_list = []
    for track_id in player_scores_ml[player_id]:
        print(score)
        score = player_scores_ml[player_id][track_id]
        ml_player_list.append(score)
    matrix.append(ml_player_list)
ax2.boxplot(matrix)