Analyzing US Census Data
eBook - ePub

Analyzing US Census Data

Methods, Maps, and Models in R

  1. 352 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Analyzing US Census Data

Methods, Maps, and Models in R

About this book

Census data is widely used by practitioners to understand demographic change, allocate resources, address inequalities, and make sound business decisions. Until recently, projects using US Census data have required proficiency with multiple web interfaces and software platforms to prepare, map, and present data products. This book introduces readers to tools in the R programming language for accessing and analyzing Census data and shows how to carry out demographic analyses in a single computing environment.

Chapters in this book cover the following key topics:

• Rapidly acquiring data from the decennial US Census and American Community Survey using R, then analyzing these datasets using tidyverse tools;

• Visualizing US Census data with a wide range of methods including charts in ggplot2 as well as both static and interactive maps;

• Using R as a geographic information system (GIS) to manage, analyze, and model spatial demographic data from the US Census;

• Working with and modeling individual-level microdata from the American Community Survey's PUMS datasets;

• Applying these tools and workflows to the analysis of historical Census data, other US government datasets, and international Census data from countries like Canada, Brazil, Kenya, and Mexico.

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Yes, you can access Analyzing US Census Data by Kyle Walker in PDF and/or ePUB format, as well as other popular books in Business & Probability & Statistics. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover Page
  2. Half-Title Page
  3. Title Page
  4. Copyright Page
  5. Dedication Page
  6. Contents
  7. Preface
  8. 1 The US Census and the R programming language
  9. 2 An introduction to tidycensus
  10. 3 Wrangling Census data with tidyverse tools
  11. 4 Exploring US Census data with visualization
  12. 5 Census geographic data and applications in R
  13. 6 Mapping Census data with R
  14. 7 Spatial analysis with US Census data
  15. 8 Modeling US Census data
  16. 9 Introduction to Census microdata
  17. 10 Analyzing Census microdata
  18. 11 Other Census and government data resources
  19. 12 Working with Census data outside the United States
  20. Conclusion
  21. Bibliography
  22. Index