Home > Backend Development > Python Tutorial > How do I Add Leading Zeros to Strings in a Pandas DataFrame?

How do I Add Leading Zeros to Strings in a Pandas DataFrame?

Patricia Arquette
Release: 2024-10-25 05:42:02
Original
703 people have browsed it

How do I Add Leading Zeros to Strings in a Pandas DataFrame?

Augmenting Strings with Leading Zeros in Pandas Dataframe

Problem:

Given a pandas dataframe with the first three columns as strings, the goal is to add leading zeros to the 'ID' column, ultimately resulting in a 15-digit padded string.

Solution:

<code class="python">df['ID'] = df['ID'].str.zfill(15)</code>
Copy after login

The 'str' attribute in pandas provides a wide range of methods for string manipulation. Utilizing the 'zfill' method allows us to pad the 'ID' column with leading zeros up to the specified width, in this case, 15 characters.

Note:

The provided code assumes that the 'ID' column is of type 'object' or 'string'. If it is of a numeric type, it may need to be converted to a string before applying the 'zfill' method.

The above is the detailed content of How do I Add Leading Zeros to Strings in a Pandas DataFrame?. For more information, please follow other related articles on the PHP Chinese website!

source:php.cn
Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn
Latest Articles by Author
Popular Tutorials
More>
Latest Downloads
More>
Web Effects
Website Source Code
Website Materials
Front End Template