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Abedin, Jaynal, Das, Kishor Kumar:

Data Manipulation with R - Second Edition - Taschenbuch

2015, ISBN: 9781785288814

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Abedin, Jaynal:

Data Manipulation With R Second Edition - Taschenbuch

2003, ISBN: 9781785288814

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Abedin, Jaynal:
Data Manipulation With R Second Edition - Taschenbuch

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Data Manipulation with R - Second Edition - Taschenbuch

2015, ISBN: 9781785288814

Data Manipulation with R - Second Edition Buch (fremdspr.) Jaynal Abedin#Kishor Kumar Das Taschenbuch, Packt Publishing, 31.03.2015, Packt Publishing, 2015

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Abedin, Jaynal:
Data Manipulation With R-Second Edition - Taschenbuch

2015, ISBN: 9781785288814

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Details zum Buch
Data Manipulation with R - Second Edition
Autor:
Titel:
ISBN-Nummer:

9781785288814


Efficiently perform data manipulation using the split-apply-combine strategy in R

About This Book

Perform data manipulation with add-on packages such as plyr, reshape, stringr, lubridate, and sqldfLearn about factor manipulation, string processing, and text manipulation techniques using the stringr and dplyr librariesEnhance your analytical skills in an intuitive way through step-by-step working examples

Who This Book Is For

This book is for all those who wish to learn about data manipulation from scratch and excel at aggregating data effectively. It is expected that you have basic knowledge of R and have previously done some basic administration work with R.

What You Will Learn

Learn about R data types and their basic operations Work efficiently with string, factor, and date variables using stringr Understand group-wise data manipulation Work with different layouts of R datasets and interchange between layouts for varied purposes Manage bigger datasets using pylr and dpylr Perform data manipulation with add-on packages such as plyr, reshape, stringr, lubridate, and sqldf Manipulate datasets using SQL statements with the sqldf package Clean and structure raw data for data mining using text manipulation

In Detail

This book starts with the installation of R and how to go about using R and its libraries. We then discuss the mode of R objects and its classes and then highlight different R data types with their basic operations.

The primary focus on group-wise data manipulation with the split-apply-combine strategy has been explained with specific examples. The book also contains coverage of some specific libraries such as lubridate, reshape2, plyr, dplyr, stringr, and sqldf. You will not only learn about group-wise data manipulation, but also learn how to efficiently handle date, string, and factor variables along with different layouts of datasets using the reshape2 package.

By the end of this book, you will have learned about text manipulation using stringr, how to extract data from twitter using twitteR library, how to clean raw data, and how to structure your raw data for data mining.

Detailangaben zum Buch - Data Manipulation with R - Second Edition


EAN (ISBN-13): 9781785288814
ISBN (ISBN-10): 1785288814
Taschenbuch
Erscheinungsjahr: 2015
Herausgeber: Packt Publishing

Buch in der Datenbank seit 2016-07-24T14:49:11+02:00 (Berlin)
Detailseite zuletzt geändert am 2021-08-07T18:29:55+02:00 (Berlin)
ISBN/EAN: 9781785288814

ISBN - alternative Schreibweisen:
1-78528-881-4, 978-1-78528-881-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: kumar, abedi
Titel des Buches: manipulation, man

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