LEADER 04622nam 22006375 450 001 9910299980203321 005 20220627163605.0 010 $a1-4614-7900-2 024 7 $a10.1007/978-1-4614-7900-0 035 $a(CKB)3710000000074010 035 $a(EBL)1592879 035 $a(SSID)ssj0001068069 035 $a(PQKBManifestationID)11650530 035 $a(PQKBTitleCode)TC0001068069 035 $a(PQKBWorkID)11094009 035 $a(PQKB)10887101 035 $a(MiAaPQ)EBC1592879 035 $a(DE-He213)978-1-4614-7900-0 035 $a(PPN)176098143 035 $a(EXLCZ)993710000000074010 100 $a20131128d2014 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aXML and Web Technologies for Data Sciences with R$b[electronic resource] /$fby Deborah Nolan, Duncan Temple Lang 205 $a1st ed. 2014. 210 1$aNew York, NY :$cSpringer New York :$cImprint: Springer,$d2014. 215 $a1 online resource (677 p.) 225 1 $aUse R!,$x2197-5736 300 $aDescription based upon print version of record. 311 $a1-4614-7899-5 320 $aIncludes bibliographical references and index. 327 $aData Formats XML and JSON -- Web Technologies, Getting Data from the Web -- General XML Application Areas -- Bibliography -- General Index -- R Function and Parameter Index -- R Package Index -- R Class Index -- Colophon. 330 $aWeb technologies are increasingly relevant to scientists working with data, for both accessing data and creating rich dynamic and interactive displays.  The XML and JSON data formats are widely used in Web services, regular Web pages and JavaScript code, and visualization formats such as SVG and KML for Google Earth and Google Maps.  In addition, scientists use HTTP and other network protocols to scrape data from Web pages, access REST and SOAP Web Services, and interact with NoSQL databases and text search applications.  This book provides a practical hands-on introduction to these technologies, including high-level functions the authors have developed for data scientists.  It describes strategies and approaches for extracting data from HTML, XML, and JSON formats and how to programmatically access data from the Web.  Along with these general skills, the authors illustrate several applications that are relevant to data scientists, such as reading and writing spreadsheet documents both locally and via GoogleDocs, creating interactive and dynamic visualizations, displaying spatial-temporal displays with Google Earth, and generating code from descriptions of data structures to read and write data.  These topics demonstrate the rich possibilities and opportunities to do new things with these modern technologies.  The book contains many examples and case-studies that readers can use directly and adapt to their own work.  The authors have focused on the integration of these technologies with the R statistical computing environment.  However, the ideas and skills presented here are more general, and statisticians who use other computing environments will also find them relevant to their work. Deborah Nolan is Professor of Statistics at University of California, Berkeley. Duncan Temple Lang is Associate Professor of Statistics at University of California, Davis and has been a member of both the S and R development teams. 410 0$aUse R!,$x2197-5736 606 $aStatistics  606 $aProgramming languages (Electronic computers) 606 $aR (Computer program language) 606 $aStatistics and Computing/Statistics Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/S12008 606 $aProgramming Languages, Compilers, Interpreters$3https://scigraph.springernature.com/ontologies/product-market-codes/I14037 606 $aStatistics, general$3https://scigraph.springernature.com/ontologies/product-market-codes/S0000X 615 0$aStatistics . 615 0$aProgramming languages (Electronic computers). 615 0$aR (Computer program language). 615 14$aStatistics and Computing/Statistics Programs. 615 24$aProgramming Languages, Compilers, Interpreters. 615 24$aStatistics, general. 676 $a004.678 700 $aNolan$b Deborah$4aut$4http://id.loc.gov/vocabulary/relators/aut$0254474 702 $aTemple Lang$b Duncan$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910299980203321 996 $aXML and Web Technologies for Data Sciences with R$92536886 997 $aUNINA