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Introduction to data science : data wrangling and visualization with R / Rafael A. Irizarry.
- Format:
- Book
- Author/Creator:
- Irizarry, Rafael A., author.
- Series:
- Chapman & Hall/CRC data science series
- Language:
- English
- Subjects (All):
- Data mining--Computer programs.
- Data mining.
- Information visualization--Computer programs.
- Information visualization.
- Statistics--Data processing.
- Statistics.
- R (Computer program language).
- Physical Description:
- 1 online resource (xviii, 327 pages) : illustrations (some color.
- Edition:
- Second edition.
- Other Title:
- Data wrangling and visualization with R
- Place of Publication:
- Boca Raton : CRC Press, 2025.
- Contents:
- Getting started
- R Basics
- Programming basics
- The tidyverse
- Data.table
- Importing data
- Visualizing data distributions
- Ggplot 2
- Data visualization principles
- Data visualization in practice
- Reshaping data
- Joining tables
- Parsing dates and times
- Locales
- Extracting data from the web
- String processing
- Text analysis
- Organizing with Unix
- Git and GitHub
- Reproducible projects.
- Notes:
- Includes bibliographical references and index.
- One of two parts that were published as a single volume in a previous edition.
- First edition published 2020
- Electronic reproduction. Ann Arbor, MI Available via World Wide Web.
- Description based on print version record.
- Other Format:
- Online version: Irizarry, Rafael A. Introduction to data science. Data wrangling and visualization with R
- ISBN:
- 9781040105542 (electronic bk.)
- 1040105548 (electronic bk.)
- Publisher Number:
- 90101468616
- Access Restriction:
- Restricted for use by site license.
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