Analyzing US census data : methods, maps, and models in R

著者

• Walker, Kyle

書誌事項

Analyzing US census data : methods, maps, and models in R

Kyle Walker

（The R series）（A Chapman & Hall book）

CRC Press, 2023

• : pbk

注記

Includes bibliographical references (p. 345-351) and index

内容説明・目次

内容説明

Access US Census Bureau geographic and demographic data directly within R. Wrangle Census data with tidyverse tools and work with margins of error in the American Community Survey. Make maps and interactive web visualizations with US Census data. Explore Census data with spatial analysis using the sf package. Integrate Census data into spatial and machine learning models.

目次

1. The United States Census and the R programming language 2. An introduction to tidycensus 3. Wrangling Census data with tidyverse tools 4. Exploring US Census data with visualization 5. Census geographic data and applications in R 6. Mapping Census data with R 7. Spatial analysis with US Census data 8. Modeling US Census data 9. Introduction to Census microdata 10. Analyzing Census microdata 11. Other Census and government data resources 12. Working with Census data outside the United States 13. Conclusion

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BC16744741
• ISBN:
  • 9781032366449
• LCCN: 2022021374
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Boca Raton, Fla.
• ページ数/冊数: xv, 361 p.
• 大きさ: 26 cm
• 分類:
  • LCC : HA181
  • DC23 : 317.3
  • DC23 : 317.30727
• 件名:
  • LCSH : United States -- Census
  • LCSH : R (Computer program language)
  • LCSH : United States -- Census -- Data processing
• 親書誌ID:
  • BB06063161
  • BB04603869