--- title: Exploratory Data Analysis(EDA)on Biological Data: A... description: This post provides a hands-on guide for performing exploratory data analysis (EDA) on a biological protein structure data set. EDA is a crucial first step in... canonical: https://daily.dev/posts/exploratory-data-analysis-eda-on-biological-data-a-hands-on-guide-p0jibxjt3 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Exploratory Data Analysis(EDA)on Biological Data: A Hands-On Guide | daily.dev og:description: This post provides a hands-on guide for performing exploratory data analysis (EDA) on a biological protein structure data set. EDA is a crucial first step in... og:url: https://daily.dev/posts/exploratory-data-analysis-eda-on-biological-data-a-hands-on-guide-p0jibxjt3 og:image: https://api.daily.dev/og/posts/p0jibXJT3.png og:image:alt: Exploratory Data Analysis(EDA)on Biological Data: A Hands-On Guide og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Exploratory Data Analysis(EDA)on Biological Data: A Hands-On Guide **[Medium](https://daily.dev/sources/medium_js)** · 7 min read · 2 upvotes · 0 comments ## Summary This post provides a hands-on guide for performing exploratory data analysis (EDA) on a biological protein structure data set. EDA is a crucial first step in any data science project and provides insights that help make better decisions in data cleaning, feature selection, and model evaluation. The post covers topics such as feature selection, handling missing values, data distribution, data validation, and categorical data cleaning. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#data-science](https://daily.dev/tags/data-science), [#data-analysis](https://daily.dev/tags/data-analysis), [#data-visualization](https://daily.dev/tags/data-visualization), [#exploratory-data-analysis](https://daily.dev/tags/exploratory-data-analysis) [View this post on daily.dev](https://daily.dev/posts/exploratory-data-analysis-eda-on-biological-data-a-hands-on-guide-p0jibxjt3) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Exploratory Data Analysis(EDA)on Biological Data: A Hands-On Guide","url":"https://daily.dev/posts/exploratory-data-analysis-eda-on-biological-data-a-hands-on-guide-p0jibxjt3","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/exploratory-data-analysis-eda-on-biological-data-a-hands-on-guide-p0jibxjt3"},"datePublished":"2024-02-07T14:42:18.398Z","dateModified":"2024-05-09T08:43:33.910Z","description":"This post provides a hands-on guide for performing exploratory data analysis (EDA) on a biological protein structure data set. 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