Fundamentals 4 min read

How to Merge DataFrames in Pandas: Step-by-Step Code Solutions

In this article, the author addresses a fan’s Pandas data‑merge question by presenting two practical code solutions, illustrating the steps with screenshots, and offering tips for handling large files, while also inviting readers to join Python learning groups for further support.

Python Crawling & Data Mining
Python Crawling & Data Mining
Python Crawling & Data Mining
How to Merge DataFrames in Pandas: Step-by-Step Code Solutions

Hello everyone, I am PiPi.

1. Introduction

A few days ago a member of the Python community asked a Pandas data‑merge question, as shown in the screenshot below.

2. Implementation

One user provided guidance, illustrated in the following image.

The code they shared is:

from pathlib import Path
with open('new.txt', 'a+') as f_new:
    for file in Path(r'你的目录').glob('*.txt'):
        with file.open() as f:
            f_new.writelines(f.readlines()[1:])

Another contributor posted additional code, shown in the images below.

The resulting output screenshot is shown below.

Both methods successfully solved the fan’s problem.

3. Summary

This article reviewed a Pandas data‑merge issue, provided detailed analysis and code implementations, and helped the community resolve the problem.

When posting large data files, remember to anonymize the data, share a small demo file, include copy‑able code, and attach error screenshots; if the code exceeds 50 lines, share it as a .py file.

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data merging
Python Crawling & Data Mining
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