{"product_id":"data-mashups-in-r-a-case-study-in-real-world-data-analysis-9781449303532","title":"Data Mashups in R: A Case Study in Real-World Data Analysis","description":"\u003cp\u003e • Author(s): Jeremy Leipzig | Xiao-Yi Li\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Data Science - Data Modeling \u0026amp; Design\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":47602104598679,"sku":"9781449303532","price":1457.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781449303532.webp?v=1775010993","url":"https:\/\/atlanticbooks.com\/products\/data-mashups-in-r-a-case-study-in-real-world-data-analysis-9781449303532","provider":"Atlantic Books","version":"1.0","type":"link"}