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Adding a Column to a Pandas DataFrame

Publish Date:2025/04/12 Author:JIYIK Category:Python

In this tutorial, you will learn to add specific columns to a Pandas DataFrame. Before we start, let's create a dummy DataFrame to work with. Here, we make two DataFrames, namely dat1 and dat2 , and some entries. import pandas as pd dat1 =...

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Flattening Hierarchical Indexes in Pandas Columns

Publish Date:2025/04/12 Author:JIYIK Category:Python

This article will discuss how to flatten a hierarchical index in a Pandas Dataframe column. Groupby aggregation functions are often used to create hierarchical indexes. The used aggregation function will be visible in the hierarchical index...

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Dropping Duplicate Columns in Pandas

Publish Date:2025/04/12 Author:JIYIK Category:Python

This tutorial explored the concept of removing duplicate columns from a Pandas DataFrame. Dropping Duplicate Columns in Pandas In this tutorial, let us understand how and why to remove identical or similar columns in a Pandas DataFrame. Mos...

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Reverting from a multi-index to a single index in Pandas

Publish Date:2025/04/12 Author:JIYIK Category:Python

This tutorial teaches how to restore from a MultiIndex to a single index DataFrame in Pandas using Python. MultiIndex DataFrame, also known as multi-level and hierarchical DataFrame, allows users to have multiple columns that can identify a...

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