1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
| df = pd.pivot_table(data = movie_train, columns='screening_rat', index = 'genre', values= ['director'], aggfunc=len, )
df_rate = [i[1] for i in df.columns]
reset_df = pd.DataFrame(df.values, columns = sorted(movie_train.screening_rat.unique()))
reset_df.fillna(0, inplace=True)
reset_df['index'] = sorted(movie_train.genre.unique())
reset_df = reset_df.set_index(reset_df['index'], drop=True)
reset_df.drop(columns = 'index', inplace=True, axis=1)
from matplotlib import font_manager, rc
rc('font', family = 'Malgun Gothic')
plt.figure(figsize = (20 , 16))
sns.histplot(data = reset_df.T, multiple='dodge', bins = 3)
plt.xlim([0, 65])
plt.show()
plt.rcParams['axes.unicode_minus'] = False
plt.figure(figsize = (12 , 8))
sns.kdeplot(data = reset_df.T, multiple='layer')
plt.show()
|