---
title: "Discussion on \"Using interpolation to replace values in a dataframe.\" | Hashnode"
description: "Discussion on \"Using interpolation to replace values in a dataframe.\". When using some machine learning methods, replacing NaN values in a data frame is required. In my previous projects I utilized different methods like dropping the rows or columns with NaN .dropna(), or replacing them with zero or .mean().\nWhile worki..."
url: "https://hashnode.com/posts/using-interpolation-to-replace-values-in-a-dataframe/6585ba8ceafd7ee24d79fab3"
---

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# [Using interpolation to replace values in a dataframe.](https://blog.dtucker.xyz/using-interpolation-to-replace-values-in-a-dataframe?utm_source=hashnode&utm_medium=feed)

When using some machine learning methods, replacing NaN values in a data frame is required. In my previous projects I utilized different methods like dropping the rows or columns with NaN .dropna(), or replacing them with zero or .mean(). While worki...

Dec 22, 2023 · 3 min read · blog.dtucker.xyz  
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## Written by

[Donald Tucker](https://hashnode.com/@dtucker)

@dtucker

  
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A blog about my data coding journey

I am an Industrial Engineer utilizing the power of python to gain deeper insights in data. I am currently learning Deep learning with TensorFlow

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