--- title: Time Series Forecasting: A Practical Guide to... description: This post provides a comprehensive guide on how to perform exploratory data analysis for time series data. It covers techniques such as descriptive statistics,... canonical: https://daily.dev/posts/time-series-forecasting-a-practical-guide-to-exploratory-data-analysis-uavbj1go5 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Time Series Forecasting: A Practical Guide to Exploratory Data Analysis | daily.dev og:description: This post provides a comprehensive guide on how to perform exploratory data analysis for time series data. It covers techniques such as descriptive statistics,... og:url: https://daily.dev/posts/time-series-forecasting-a-practical-guide-to-exploratory-data-analysis-uavbj1go5 og:image: https://api.daily.dev/og/posts/uAvBj1Go5.png og:image:alt: Time Series Forecasting: A Practical Guide to Exploratory Data Analysis 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. # Time Series Forecasting: A Practical Guide to Exploratory Data Analysis **[Towards Data Science](https://daily.dev/sources/tds)** · 15 min read · 5 upvotes · 0 comments ## Summary This post provides a comprehensive guide on how to perform exploratory data analysis for time series data. It covers techniques such as descriptive statistics, time plots, seasonal plots, box plots, time series decomposition, and lag analysis. The post also discusses how these analyses can be used for feature engineering in time series forecasting. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#python](https://daily.dev/tags/python), [#pandas](https://daily.dev/tags/pandas), [#time-series-forecasting](https://daily.dev/tags/time-series-forecasting), [#exploratory-data-analysis](https://daily.dev/tags/exploratory-data-analysis) [View this post on daily.dev](https://daily.dev/posts/time-series-forecasting-a-practical-guide-to-exploratory-data-analysis-uavbj1go5) ```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":"Time Series Forecasting: A Practical Guide to Exploratory Data Analysis","url":"https://daily.dev/posts/time-series-forecasting-a-practical-guide-to-exploratory-data-analysis-uavbj1go5","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/time-series-forecasting-a-practical-guide-to-exploratory-data-analysis-uavbj1go5"},"datePublished":"2024-05-10T00:54:07.476Z","dateModified":"2024-05-10T00:54:05.592Z","description":"This post provides a comprehensive guide on how to perform exploratory data analysis for time series data. 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