从从多个.txt行读取单个数据帧行信息的.txt填充pandas数据帧

import pandas as pd

# 多个.txt文件路径列表
file_paths = ['file1.txt', 'file2.txt', 'file3.txt']

# 创建空的数据帧
df = pd.DataFrame(columns=['Column1', 'Column2', 'Column3'])

# 遍历每个.txt文件
for file_path in file_paths:
    with open(file_path, 'r') as file:
        lines = file.readlines()
        for line in lines:
            # 假设每行数据以空格分隔，并且有3个列
            data = line.split(' ')
            row = {'Column1': data[0], 'Column2': data[1], 'Column3': data[2]}
            df = df.append(row, ignore_index=True)

# 进行数据清洗、处理和分析
# ...

# 打印数据帧
print(df)