Savitribai Phule Pune University, Pune

Jayakar Knowledge Resource Centre

Visualizing surveys in R / by Valtonen Teppo. English.

By: Valtonen, Teppo [Author.]Material type: TextTextPublication details: Boca Raton : CRC Press, 2024Edition: 1stDescription: xv, 310 p. 24 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9781032246994 (hbk.)Subject(s): R (Computer program language) | Surveys -- Data processing | Information visualization -- Computer programsAdditional physical formats: Online version:: Visualizing surveys in R.DDC classification: 001.422602855133
Contents:
Survey data -- Process -- Variables -- Categories -- Read data -- Parse values -- Validate data -- Pre-process data -- Build a dataset -- Basic statistics -- Create plots with ggplot2 -- Save plots to files -- R markdown -- Numeric plots -- Bar charts -- Percentage bars -- Diverging percentage bars -- Pie charts -- Lollipop plots -- Dot plots -- Heatmaps -- Geographic maps -- Missing value plots -- Validation plots.
Summary: "Visualizing Surveys in R is about creating static, print quality figures from survey data using R. The focus is not, for example, on statistical analysis of survey data, but rather on giving concrete solutions for typical problems in visualizing survey data. While there are many excellent books on data visualization, surveys and R, the aim of this book is to bring these topics together, and offer practical instructions for visualizing surveys in R. The key features of Visualizing Surveys in R: Introduction to survey data: variables, categories, and scales Description of a process for visualizing survey data Recommendations for reading survey data into R Advice on building a survey dataset in R to facilitate versatile plotting Step-by-step recipes in R for creating useful plots from survey data Intended for researchers who regularly use surveys and are interested in learning how to seize the vast possibilities and the flexibility of R in survey analysis and visualizations. The book is also valuable for psychologists, marketers, HR personnel, managers and other professionals who wish to standardize and automate the process for visualizing survey data. Finally, the book is suitable as a textbook for courses either more widely on survey studies or more strictly on visualizing survey data in R"-- Provided by publisher.
Tags from this library: No tags from this library for this title.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Home library Call number Status Notes Date due Barcode Item holds
Books Jayakar Knowledge Resource Centre
Jayakar Knowledge Resource Centre
001.422602855133 VAL.T (Browse shelf(Opens below)) Available 150.00 Pound 520951
Total holds: 0

Includes bibliographical references and index.

Survey data -- Process -- Variables -- Categories -- Read data -- Parse values -- Validate data -- Pre-process data -- Build a dataset -- Basic statistics -- Create plots with ggplot2 -- Save plots to files -- R markdown -- Numeric plots -- Bar charts -- Percentage bars -- Diverging percentage bars -- Pie charts -- Lollipop plots -- Dot plots -- Heatmaps -- Geographic maps -- Missing value plots -- Validation plots.

"Visualizing Surveys in R is about creating static, print quality figures from survey data using R. The focus is not, for example, on statistical analysis of survey data, but rather on giving concrete solutions for typical problems in visualizing survey data. While there are many excellent books on data visualization, surveys and R, the aim of this book is to bring these topics together, and offer practical instructions for visualizing surveys in R. The key features of Visualizing Surveys in R: Introduction to survey data: variables, categories, and scales Description of a process for visualizing survey data Recommendations for reading survey data into R Advice on building a survey dataset in R to facilitate versatile plotting Step-by-step recipes in R for creating useful plots from survey data Intended for researchers who regularly use surveys and are interested in learning how to seize the vast possibilities and the flexibility of R in survey analysis and visualizations. The book is also valuable for psychologists, marketers, HR personnel, managers and other professionals who wish to standardize and automate the process for visualizing survey data. Finally, the book is suitable as a textbook for courses either more widely on survey studies or more strictly on visualizing survey data in R"-- Provided by publisher.

There are no comments on this title.

to post a comment.

Powered by Koha