Update main.py

main
fzu102301618 4 months ago
parent 0698b0bdab
commit dd2bcf72ff

@ -1,8 +1,45 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
from crawler import BilibiliCrawler
from processor import DataProcessor
from analyzer import DataAnalyzer
from visualizer import DataVisualizer
def main():
print("大语言模型弹幕分析项目启动")
print("=" * 50)
print("大语言模型应用弹幕分析系统启动")
print("=" * 50)
# 1. 爬取数据
print("\n步骤1: 爬取B站弹幕数据")
crawler = BilibiliCrawler()
danmu_list = crawler.get_danmu("大语言模型")
# 2. 处理数据
print("\n步骤2: 数据处理和清洗")
processor = DataProcessor()
cleaned_danmu = processor.clean_danmu(danmu_list)
# 3. 分析数据
print("\n步骤3: 数据分析和统计")
word_freq = processor.extract_keywords(cleaned_danmu)
analyzer = DataAnalyzer()
top_apps = analyzer.get_top_applications(word_freq)
# 4. 保存结果
print("\n步骤4: 保存结果到Excel")
analyzer.save_to_excel(top_apps)
# 5. 生成可视化
print("\n步骤5: 生成词云图")
visualizer = DataVisualizer()
visualizer.generate_wordcloud(dict(word_freq))
print("\n" + "=" * 50)
print("分析完成请查看生成的Excel文件和词云图")
print("=" * 50)
if __name__ == "__main__":
main()
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