{"product_id":"python-in-excel-for-data-danny-munrow-9798242347267","title":"Python in Excel for Data Pipelines: Turning Excel into a Live Data Hub with APIs, Automation, and Scheduled Refresh","description":"\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003cp\u003e\u003cb\u003ePython in Excel for Data Pipelines\u003c\/b\u003e shows how to turn Excel from a static spreadsheet into a living, breathing data hub.\u003c\/p\u003e\u003cp\u003eThis book is for analysts, operators, and builders who already live in Excel but need real pipelines not copy-paste workflows. You'll learn how to embed Python directly into Excel to pull data from APIs, automate transformations, schedule refreshes, and keep models continuously up to date without leaving the spreadsheet environment.\u003c\/p\u003e\u003cp\u003eRather than treating Excel as the final stop, this book reframes it as the control layer. Python becomes the engine underneath handling ingestion, validation, enrichment, and orchestration while Excel remains the interface decision-makers actually use.\u003c\/p\u003e\u003cp\u003eInside, you'll learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eConnect Excel to live data sources using REST APIs, webhooks, and authenticated endpoints\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild repeatable ingestion pipelines that clean, normalize, and version data automatically\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSchedule refresh cycles so spreadsheets update themselves on defined intervals\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesign resilient workflows that handle failures, stale data, and API limits\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCombine Python logic with Excel formulas, tables, and Power Query for hybrid pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTurn Excel into a lightweight data product for finance, ops, analytics, and reporting teams\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe focus is practical and production-minded. No toy examples. No abstract data engineering theory. Every pattern is designed for real-world constraints where Excel is non-negotiable but manual work is unacceptable.\u003c\/p\u003e\u003cp\u003eIf you want Excel dashboards that stay current, models that refresh themselves, and spreadsheets that behave like systems instead of documents, this book gives you the architecture and tooling to make it happen.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Danny Munrow,Vincent Bisette,Johann Strauss\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798242347267\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/02\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 450\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.32lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.91d","brand":"Danny Munrow","offers":[{"title":"Paperback","offer_id":48520206319871,"sku":"9798242347267","price":41.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f854b415-06a3-4a02-9cf2-563b346eecf0.jpg?v=1778741371","url":"https:\/\/www.whiterainbookhouse.com\/products\/python-in-excel-for-data-danny-munrow-9798242347267","provider":"WR Book House","version":"1.0","type":"link"}