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fzu102301136 4 months ago
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from bilibili_spider import BilibiliDanmakuSpider
from danmaku_analyzer import DanmakuAnalyzer
from visualization import plot_views_distribution
from wordcloud_generator import WordCloudGenerator # 导入新词云生成器
if __name__ == "__main__":
# 爬取弹幕
spider = BilibiliDanmakuSpider()
danmakus = spider.run()
if not danmakus:
print("没有获取到任何弹幕数据,程序退出")
exit()
# 分析弹幕
analyzer = DanmakuAnalyzer(danmakus)
all_counter, ai_counter = analyzer.count_danmakus()
# 输出排名前8的AI相关弹幕
print("\nAI技术应用相关弹幕数量排名前8:")
top8 = ai_counter.most_common(8)
for i, (danmaku, count) in enumerate(top8, 1):
print(f"{i}. {danmaku}: {count}")
# 保存到Excel
df = analyzer.save_to_excel(ai_counter)
# 生成词云 - 使用新的词云生成器
wc_generator = WordCloudGenerator(analyzer.stopwords) # 传入停用词
wc_generator.generate_from_texts(danmakus, filename="弹幕词云.png")
# 分析主流看法
main_views = analyzer.get_main_views(ai_counter)
print("\nB站用户对大语言模型技术的主流看法统计:")
for view, count in main_views.items():
print(f"{view}: {count}条相关弹幕")
# 可视化主流看法
plot_views_distribution(main_views)
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