---
title: "Discussion on \"A Guide to Data Cleaning and Preparation for Data Science\" | Hashnode"
description: "Discussion on \"A Guide to Data Cleaning and Preparation for Data Science\". Data is the lifeblood of any successful data science project, but it's not always in its pristine form. Unfortunately, raw data often comes with missing values, duplicates, outliers and other anomalies that can significantly impact the accuracy of yo..."
url: "https://hashnode.com/posts/a-guide-to-data-cleaning-and-preparation-for-data-science/6425b5b291ce23190beb4b1f"
---

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# [A Guide to Data Cleaning and Preparation for Data Science](https://thecodezs.hashnode.dev/a-guide-to-data-cleaning-and-preparation-for-data-science?utm_source=hashnode&utm_medium=feed)

Data is the lifeblood of any successful data science project, but it's not always in its pristine form. Unfortunately, raw data often comes with missing values, duplicates, outliers and other anomalies that can significantly impact the accuracy of yo...

Mar 30, 2023 · 6 min read · thecodezs.hashnode.dev  
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-   [#data-science](https://hashnode.com/tag/data-science)
-   [#python](https://hashnode.com/tag/python)
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-   [#data-analytics](https://hashnode.com/tag/data-analytics)
-   [#data-analysis](https://hashnode.com/tag/data-analysis)

## Written by

[Kehinde Abe](https://hashnode.com/@Ken0x)

@Ken0x · England, United Kingdom

  
[View profile](https://hashnode.com/@Ken0x)

Data Scientist | Python developer | Technical writer

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