{"product_id":"scaling-up-with-r-and-nic-crane-9781032660288","title":"Scaling Up with R and Apache Arrow: Bigger Data, Easier Workflows","description":"\u003cp\u003eAnalyze large datasets directly from R. \u003ci\u003eScaling Up With R and Arrow\u003c\/i\u003e provides a guide to working efficiently with larger-than-memory datasets using the arrow R package. As data grows in size and complexity, traditional data analysis methods in R often hit technical limitations. In this book, you'll learn how to overcome these hurdles without needing to set up complex infrastructure.\u003c\/p\u003e\u003cp\u003eYou'll learn about the Apache Arrow project's origins, goals, and its significance in bridging the gap between data science and big data ecosystems. You'll also learn how to leverage the arrow R package to work directly with files in various formats, such as CSV and Parquet, using familiar dplyr syntax. This book explores practical topics like data manipulation, file formats, working with larger datasets, and optimizing workflows for data in cloud storage. Advanced chapters examine user-defined functions, integration with other tools like DuckDB, and extending Arrow's capabilities to work with geospatial data.\u003c\/p\u003e\u003cp\u003eWritten by developers of the Arrow R package, this guide is essential for anyone looking to scale their data processing capabilities in R.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nic Crane,Jonathan Keane,Neal Richardson\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032660287\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032660288\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/02\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 146\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.64lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.35d","brand":"Nic Crane","offers":[{"title":"Paperback","offer_id":48443954659583,"sku":"9781032660288","price":59.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2e06cf1a-63de-4ade-953d-58ebd59d8082.jpg?v=1777209005","url":"https:\/\/www.whiterainbookhouse.com\/products\/scaling-up-with-r-and-nic-crane-9781032660288","provider":"WR Book House","version":"1.0","type":"link"}