From 944606fe3647bd1818b44c3a32b30f09aeb28694 Mon Sep 17 00:00:00 2001
From: hnu202410040206 <jayshum@hnu.edu.cn>
Date: Thu, 22 May 2025 16:04:23 +0800
Subject: [PATCH] ADD file via upload

---
 DataAnalysis3.py | 38 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)
 create mode 100644 DataAnalysis3.py

diff --git a/DataAnalysis3.py b/DataAnalysis3.py
new file mode 100644
index 0000000..69d2d2c
--- /dev/null
+++ b/DataAnalysis3.py
@@ -0,0 +1,38 @@
+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)
\ No newline at end of file