Data Visualization for Social and Policy Research

A Step-by-Step Approach Using R and Python

Specificaties
Paperback, 280 blz. | Engels
Cambridge University Press | e druk, 2022
ISBN13: 9781108714389
Rubricering
Cambridge University Press e druk, 2022 9781108714389
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Samenvatting

All social and policy researchers need to synthesize data into a visual representation. Producing good visualizations combines creativity and technique. This book teaches the techniques and basics to produce a variety of visualizations, allowing readers to communicate data and analyses in a creative and effective way. Visuals for tables, time series, maps, text, and networks are carefully explained and organized, showing how to choose the right plot for the type of data being analysed and displayed. Examples are drawn from public policy, public safety, education, political tweets, and public health. The presentation proceeds step by step, starting from the basics, in the programming languages R and Python so that readers learn the coding skills while simultaneously becoming familiar with the advantages and disadvantages of each visualization. No prior knowledge of either Python or R is required. Code for all the visualizations are available from the book's website.

Specificaties

ISBN13:9781108714389
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:280

Inhoudsopgave

1. Introduction; Part I. Get Started: 2. Data for plotting; 3. Visualization basics; Part II. Visualizing Tabular Data: 4. Insights from ONE variable; 5. Insights from TWO variables; 6, Insights from THREE or more variables; Part III. Beyond Tabular Data: 7. Geospatial data; 8. Data from the social network.

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        Data Visualization for Social and Policy Research