{"product_id":"9781491948811","title":"Data Wrangling with Python: Tips and Tools to Make Your Life Easier","description":"\u003cp\u003eHow do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.\u003c\/p\u003e\u003cp\u003eThrough various step-by-step exercises, you’ll learn how to acquire, clean, analyze, and present data efficiently. You’ll also discover how to automate your data process, schedule file- editing and clean-up tasks, process larger datasets, and create compelling stories with data you obtain.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eQuickly learn basic Python syntax, data types, and language concepts\u003c\/li\u003e\n\u003cli\u003eWork with both machine-readable and human-consumable data\u003c\/li\u003e\n\u003cli\u003eScrape websites and APIs to find a bounty of useful information\u003c\/li\u003e\n\u003cli\u003eClean and format data to eliminate duplicates and errors in your datasets\u003c\/li\u003e\n\u003cli\u003eLearn when to standardize data and when to test and script data cleanup\u003c\/li\u003e\n\u003cli\u003eExplore and analyze your datasets with new Python libraries and techniques\u003c\/li\u003e\n\u003cli\u003eUse Python solutions to automate your entire data-wrangling process\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media, Incorporated","offers":[{"title":"Default Title","offer_id":47044673863920,"sku":"9781491948811","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781491948811_p0.jpg?v=1772499534","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781491948811","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}