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37 lines
1.1 KiB
37 lines
1.1 KiB
import pandas as pd
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from collections import Counter
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from wordcloud import WordCloud
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import matplotlib.pyplot as plt
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# 读取弹幕文件
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def read_danmakus_from_file(file_path):
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with open(file_path, 'r', encoding='utf-8') as file:
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return [line.strip() for line in file if line.strip()] # 移除空行并去除每行的前后空白字符
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# 生成词云
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def generate_wordcloud(danmakus):
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# 合并所有弹幕文本
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text = ' '.join(danmakus)
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# 创建词云对象
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wordcloud = WordCloud(
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font_path='simhei.ttf', # 设置字体路径，确保支持中文
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width=800,
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height=400,
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background_color='white' # 设置背景颜色
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).generate(text)
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# 显示词云图
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plt.figure(figsize=(10, 5))
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plt.imshow(wordcloud, interpolation='bilinear')
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plt.axis('off')
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plt.show()
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# 保存词云图到文件
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wordcloud.to_file('wordcloud.png')
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# 读取弹幕数据
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danmaku_file_path = '弹幕.txt'
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danmakus = read_danmakus_from_file(danmaku_file_path)
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# 生成词云
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generate_wordcloud(danmakus) |