You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
38 lines
956 B
38 lines
956 B
import pandas as pd
|
|
import matplotlib.pyplot as plt
|
|
|
|
# 加载数据
|
|
df = pd.read_csv('/mnt/豆瓣电影_20250510_173909.csv')
|
|
|
|
# 统计不同导演的作品数量
|
|
director_counts = df['导演'].value_counts()
|
|
|
|
# 找出作品数量前五的导演
|
|
top_five_directors = director_counts.nlargest(5, keep='all')
|
|
|
|
# 设置图片清晰度
|
|
plt.rcParams['figure.dpi'] = 300
|
|
|
|
# 设置中文字体
|
|
plt.rcParams['font.sans-serif'] = ['WenQuanYi Zen Hei']
|
|
|
|
# 绘制柱状图
|
|
plt.figure(figsize=(10, 6))
|
|
bars = top_five_directors.plot(kind='bar')
|
|
|
|
# 添加数据标签
|
|
for bar in bars.patches:
|
|
height = bar.get_height()
|
|
plt.text(bar.get_x() + bar.get_width() / 2, height, str(int(height)), ha='center', va='bottom')
|
|
|
|
# 设置图表标题和坐标轴标签
|
|
plt.title('作品数量前五的导演')
|
|
plt.xlabel('导演')
|
|
plt.ylabel('作品数量')
|
|
plt.xticks(rotation=45)
|
|
|
|
# 显示图形
|
|
plt.show()
|
|
|
|
print('作品数量前五的导演：')
|
|
print(top_five_directors) |