A Data Scientist's Guide to Acquiring, Cleaning and Managing Data in R
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2017 | Science & Mathematics
Getting data into shape so that the modelling can begin is, as all practitioners know, a time-consuming and difficult process. A Data Scientist's Guide to Acquiring, Cleaning and Managing Data in R addresses what data is and how to manipulate it; acquiring data (web scraping, reading databases, fixed-width, XML), topics in data handling (text/regular expressions, big data, parallel processing; merging, matching, checking for duplicates), and record-keeping (audit trails, getting data back out of R, etc.). An invaluable source for practitioners who collect and analyse data, as well as lab scientists, reserach associates and graduate students.
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Published by | John Wiley & Sons Inc |
Edition | Unknown |
ISBN | 9781119080022 |
Language | N/A |
Images And Data Courtesy Of: John Wiley & Sons Inc.
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