Python

How to normalize columns in Pandas DataFrame?

In scenarios, where either we need to apply some statistical or ML models, we always hear that we need to normalize the data before fitting the models. Normalization is transforming the numerical variables to a certain scale and distribution. Additionally, there are multiple types of normalizing, we are going to discuss mean normalization (as highlighted

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How to Get the index column name in Pandas?

In this article, we will discuss multiple scenarios to get the index column name in pandas DataFrame. Table of Contents Preparing Dataset for solution Get Index Column name in DataFrame Get index name in MultiIndex DataFrame Summary Preparing Dataset for solution To quickly get started, let’s create a sample dataframe to experiment. We’ll use the

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