{"product_id":"data-mashups-in-r-jeremy-leipzig-9781449303532","title":"Data Mashups in R: A Case Study in Real-World Data Analysis","description":"\u003cp\u003eHow do you use R to import, manage, visualize, and analyze real-world data? With this short, hands-on tutorial, you learn how to collect online data, massage it into a reasonable form, and work with it using R facilities to interact with web servers, parse HTML and XML, and more. Rather than use canned sample data, you'll plot and analyze current home foreclosure auctions in Philadelphia. \u003c\/p\u003e\u003cp\u003eThis practical mashup exercise shows you how to access spatial data in several formats locally and over the Web to produce a map of home foreclosures. It's an excellent way to explore how the R environment works with R packages and performs statistical analysis. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eParse messy data from public foreclosure auction postings \u003c\/li\u003e\n\u003cli\u003ePlot the data using R's PBSmapping package \u003c\/li\u003e\n\u003cli\u003eImport US Census data to add context to foreclosure data \u003c\/li\u003e\n\u003cli\u003eUse R's lattice and latticeExtra packages for data visualization \u003c\/li\u003e\n\u003cli\u003eCreate multidimensional correlation graphs with the pairs() scatterplot matrix package \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jeremy Leipzig, Xiao-Yi Li\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1449303536\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781449303532\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/19\/2011\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 36\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.20lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 6.70w x 0.20d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eReference and Research Bk News\u003c\/i\u003e 06\/01\/2011 pg. 301","brand":"Jeremy Leipzig","offers":[{"title":"Paperback","offer_id":44761255510271,"sku":"9781449303532","price":14.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_56d0e4b6-0450-45c8-9a21-929a4398c111.jpg?v=1706680812","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-mashups-in-r-jeremy-leipzig-9781449303532","provider":"WR Book House","version":"1.0","type":"link"}