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XML and Web technologies for data sc...
~
Lang, Duncan Temple,
XML and Web technologies for data sciences with R /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
XML and Web technologies for data sciences with R /Deborah Nolan, Duncan Temple Lang.
Author:
Nolan, Deborah Ann,
other author:
Lang, Duncan Temple,
Published:
New York :Springer,c2014.
Description:
xxiv, 663 p. :ill. (some col.) ;26 cm.
Subject:
Electronic data processing.
Online resource:
http://www.loc.gov/catdir/enhancements/fy1503/2013954669-t.html
Online resource:
http://www.loc.gov/catdir/enhancements/fy1503/2013954669-b.html
Online resource:
http://www.loc.gov/catdir/enhancements/fy1503/2013954669-d.html
ISBN:
9781461478997 (pbk.) :
XML and Web technologies for data sciences with R /
Nolan, Deborah Ann,
XML and Web technologies for data sciences with R /
Deborah Nolan, Duncan Temple Lang. - New York :Springer,c2014. - xxiv, 663 p. :ill. (some col.) ;26 cm. - Use R!. - Use R!.
Includes bibliographical references and indexes.
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.
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.
ISBN: 9781461478997 (pbk.) :NT$1793
LCCN: 2013954669
Nat. Bib. Agency Control No.: 016437206UkSubjects--Topical Terms:
201945
Electronic data processing.
LC Class. No.: QA76.76.H94 / N65 2014
XML and Web technologies for data sciences with R /
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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.
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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.
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Publisher description
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西方語文圖書區(四樓)
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西方語文圖書區(四樓)
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QA76.76.H94 N787 2014
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http://www.loc.gov/catdir/enhancements/fy1503/2013954669-t.html
http://www.loc.gov/catdir/enhancements/fy1503/2013954669-b.html
http://www.loc.gov/catdir/enhancements/fy1503/2013954669-d.html
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