The Resource XML and Web Technologies for Data Sciences with R, by Deborah Nolan, Duncan Temple Lang, (electronic resource)

XML and Web Technologies for Data Sciences with R, by Deborah Nolan, Duncan Temple Lang, (electronic resource)

Label
XML and Web Technologies for Data Sciences with R
Title
XML and Web Technologies for Data Sciences with R
Statement of responsibility
by Deborah Nolan, Duncan Temple Lang
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
Web 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
Member of
http://library.link/vocab/creatorName
Nolan, Deborah
Dewey number
004.678
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • sK4sZUKxpPc
  • E3NoXKH-lrU
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Temple Lang, Duncan.
Series statement
  • Use R!
  • Use R!,
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Computer science
  • Statistics
  • Statistics and Computing/Statistics Programs
  • Programming Languages, Compilers, Interpreters
  • Statistics, general
Label
XML and Web Technologies for Data Sciences with R, by Deborah Nolan, Duncan Temple Lang, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Data 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
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (677 p.)
Form of item
online
Isbn
9781461479000
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4614-7900-0
Specific material designation
remote
System control number
  • (CKB)3710000000074010
  • (EBL)1592879
  • (SSID)ssj0001068069
  • (PQKBManifestationID)11650530
  • (PQKBTitleCode)TC0001068069
  • (PQKBWorkID)11094009
  • (PQKB)10887101
  • (MiAaPQ)EBC1592879
  • (DE-He213)978-1-4614-7900-0
  • (EXLCZ)993710000000074010
Label
XML and Web Technologies for Data Sciences with R, by Deborah Nolan, Duncan Temple Lang, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Data 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
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (677 p.)
Form of item
online
Isbn
9781461479000
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4614-7900-0
Specific material designation
remote
System control number
  • (CKB)3710000000074010
  • (EBL)1592879
  • (SSID)ssj0001068069
  • (PQKBManifestationID)11650530
  • (PQKBTitleCode)TC0001068069
  • (PQKBWorkID)11094009
  • (PQKB)10887101
  • (MiAaPQ)EBC1592879
  • (DE-He213)978-1-4614-7900-0
  • (EXLCZ)993710000000074010

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