读取将多个 CSV 文件(具有相同结构)合并到一个 DF 中

import os
import glob
import pandas as pd

def get_merged_csv(flist, **kwargs):
    return pd.concat([pd.read_csv(f, **kwargs) for f in flist], ignore_index=True)

path = 'C:/Users/csvfiles'
fmask = os.path.join(path, '*mask*.csv')

df = get_merged_csv(glob.glob(fmask), index_col=None, usecols=['col1', 'col3'])

print(df.head())

如果要水平合并 CSV 文件(添加列),请在调用 pd.concat() 函数时使用 axis=1

def merged_csv_horizontally(flist, **kwargs):
    return pd.concat([pd.read_csv(f, **kwargs) for f in flist], axis=1)