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| movie_train.corr()
sns.heatmap(data = movie_train.corr(), annot=True)
movie_train.corr()[movie_train.corr() >= 0.3]
movie_train.drop(columns = 'num_actor', inplace=True)
sns.heatmap(data = movie_train.corr(), annot=True)
col_mt = movie_train.columns.difference(['num_staff'])
movie_train[col_mt].corr()
sns.pairplot(movie_train[col_mt])
### Title, distributor, genre, release_time, screening_rat, director
distributor = movie_train.distributor.value_counts().sort_values(ascending=True)
distributor = distributor[distributor > 2]
distributor_name = distributor.index.tolist()
distributor_cnt = distributor.values.tolist()
plt.rc('font', family = "Malgun Gothic")
fig=plt.figure(figsize = (15,10))
ax = fig.add_subplot(1,1,1)
sns.barplot(distributor_name, distributor_cnt, data = movie_train)
plt.xlabel('배급사', fontsize = 15)
plt.title('영화 배급사 수', fontsize = 20)
ax.set_xticklabels(distributor_name, rotation=75)
plt.show()
#------------------
genre = movie_train.genre.value_counts().sort_values(ascending=True)
genre = genre[genre > 1]
genre_name = genre.index.tolist()
genre_cnt = genre.values.tolist()
plt.rc('font', family = "Malgun Gothic")
fig=plt.figure(figsize = (15,10))
ax = fig.add_subplot(1,1,1)
sns.barplot(genre_name, genre_cnt, data = movie_train)
plt.xlabel('장르', fontsize = 15)
plt.title('장르별 영화 수', fontsize = 20)
ax.set_xticklabels(genre_name, rotation=75)
plt.show()
#--------------------
rate = movie_train.screening_rat.value_counts().sort_values(ascending=True)
rate = rate[rate > 1]
rate_name = rate.index.tolist()
rate_cnt = rate.values.tolist()
plt.rc('font', family = "Malgun Gothic")
fig=plt.figure(figsize = (15,10))
ax = fig.add_subplot(1,1,1)
sns.barplot(rate_name, rate_cnt, data = movie_train)
plt.xlabel('등급', fontsize = 15)
plt.title('등급별 영화 수', fontsize = 20)
ax.set_xticklabels(rate_name, rotation=75)
plt.show()
#----------------------
director = movie_train.director.value_counts().sort_values(ascending=True)
director = director[director > 1]
director_nm = director.index.tolist()
director_cnt = director.values.tolist()
plt.rc('font', family = "Malgun Gothic")
fig=plt.figure(figsize = (15,10))
ax = fig.add_subplot(1,1,1)
sns.barplot(director_nm, director_cnt, data = movie_train)
plt.xlabel('감독명', fontsize = 15)
plt.title('감독별 영화 수', fontsize = 20)
ax.set_xticklabels(director_nm, rotation=75)
plt.show()
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