{"product_id":"cran-recipes-dplyr-stringr-lubridate-and-regex-in-r-9781484268759","title":"Cran Recipes: Dplyr, Stringr, Lubridate, and Regex in R","description":"\u003cp\u003eWant to use the power of R sooner rather than later? Don't have time to plow through wordy texts and online manuals? Use this book for quick, simple code to get your projects up and running. It includes code and examples applicable to many disciplines. Written in everyday language with a minimum of complexity, each chapter provides the building blocks you need to fit R's astounding capabilities to your analytics, reporting, and visualization needs. \u003c\/p\u003e \u003cp\u003e\u003ci\u003eCRAN Recipes\u003c\/i\u003e recognizes how needless jargon and complexity get in your way. Busy professionals need simple examples and intuitive descriptions; side trips and meandering philosophical discussions are left for other books. \u003c\/p\u003e \u003cp\u003eHere R scripts are condensed, to the extent possible, to copy-paste-run format. Chapters and examples are structured to purpose rather than particular functions (e.g., \"dirty data cleanup\" rather than the R package name \"janitor\"). Everyday language eliminates the need to know functions\/packages in advance. \u003c\/p\u003e \u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCarry out input\/output; visualizations; data munging; manipulations at the group level; and quick data exploration\u003c\/li\u003e\n\u003cli\u003eHandle forecasting (multivariate, time series, logistic regression, Facebook's Prophet, and others)\u003c\/li\u003e\n\u003cli\u003eUse text analytics; sampling; financial analysis; and advanced pattern matching (regex)\u003c\/li\u003e\n\u003cli\u003eManipulate data using DPLYR: filter, sort, summarize, add new fields to datasets, and apply powerful IF functions\u003c\/li\u003e\n\u003cli\u003eCreate combinations or subsets of files using joins\u003c\/li\u003e\n\u003cli\u003eWrite efficient code using pipes to eliminate intermediate steps (MAGRITTR)\u003c\/li\u003e\n\u003cli\u003e Work with string\/character manipulation of all types (STRINGR)\u003c\/li\u003e\n\u003cli\u003eDiscover counts, patterns, and how to locate whole words\u003c\/li\u003e\n\u003cli\u003eDo wild-card matching, extraction, and invert-match\u003c\/li\u003e\n\u003cli\u003eWork with dates using LUBRIDATE\u003c\/li\u003e\n\u003cli\u003eFix dirty data; attractive formatting; bad habits to avoid\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e \u003cb\u003eWho This Book Is For\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eProgrammers\/data scientists with at least some prior exposure to R.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/09\/2021\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484268759\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 344\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.01w x 0.76d","brand":"William Yarberry","offers":[{"title":"Default Title","offer_id":39955509608629,"sku":"9781484268759","price":59.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_c753e741-ad47-40d4-af75-71618c8013c6.jpg?v=1620215903","url":"https:\/\/pastforward.org\/products\/cran-recipes-dplyr-stringr-lubridate-and-regex-in-r-9781484268759","provider":"Past Forward","version":"1.0","type":"link"}