K_class/code/to_allexcel.py

"""
读取弹幕数据并统计频率，然后将统计结果保存到Excel文件中
"""

import pandas as pd

def load_danmu(file_path):
    """从文件中读取弹幕数据"""
    with open(file_path, 'r', encoding='utf-8') as f:
        return f.readlines()

def count_danmu(danmu_list):
    """统计每条弹幕出现的次数"""
    all_danmus = {}
    for danmu in danmu_list:
        danmu = danmu.strip()
        all_danmus[danmu] = all_danmus.get(danmu, 0) + 1
    return all_danmus

def save_to_excel(all_danmus, excel_file):
    """将弹幕频率统计结果保存到Excel文件中"""
    sorted_danmus = sorted(all_danmus.items(), key=lambda x: x[1], reverse=True)
    df = pd.DataFrame(sorted_danmus, columns=['danmu', 'count'])
    df.to_excel(excel_file, index=False)

def main():
    """读取弹幕数据、统计频率并保存到Excel"""
    danmu_file_path = 'E:/Crawler/output/danmu.txt'
    excel_file = 'E:/Crawler/output/All_Danmu.xlsx'

    danmu_list = load_danmu(danmu_file_path)
    all_danmus = count_danmu(danmu_list)
    save_to_excel(all_danmus, excel_file)

    print("所有弹幕数据统计完成，并已保存到Excel表格")

if __name__ == '__main__':
    main()