如何使用pandas读取目录中所有文件的内容? [英] How can I read the contents of all the files in a directory with pandas?

问题描述

我有一个文件夹，里面有很多 .txt 文件.如何读取文件夹中的所有文件并使用 Pandas 获取它们的内容?我尝试了以下方法:

I have a folder with lots of .txt files. How can I read all the files in the folder and get the content of them with pandas?. I tried the following:

import pandas as pd
list_=pd.read_csv("/path/of/the/directory/*.txt",header=None)
print list_

推荐答案

是这样的:

import glob

l = [pd.read_csv(filename) for filename in glob.glob("/path/*.txt")]
df = pd.concat(l, axis=0)

您必须考虑标题，例如，如果您想忽略它，请查看 read_csv.

You have to take into account the header, for example if you want to ignore it take a look at the skiprows option in read_csv.

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