Analyzing US Census Data(Chapman )

分析美国人口普查数据:使用R的方法、地图与模型

人口学

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作      者
出  版 社
出版时间
2023年01月16日
装      帧
平装
ISBN
9781032366449
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页      码
352
开      本
254 x 178 mm (7 x 10)
语      种
英文
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图书简介
Census data are widely used by practitioners to understand demographic change,allocate resources, address inequalities, and make sound business decisions. Untilrecently, projects using US Census data have required proficiency with multiple webinterfaces and software platforms to prepare, map, and present data products. This bookintroduces readers to tools in the R programming language for accessing and analyzingCensus data, helping analysts manage these types of projects in a single computing environment.Chapters in this book cover the following key topics:• Rapidly acquiring data from the decennial US Census and American CommunitySurvey using R, then analyzing these datasets using tidyverse tools;• Visualizing US Census data with a wide range of methods including charts inggplot2 as well as both static and interactive maps;• Using R as a geographic information system (GIS) to manage, analyze, and modelspatial demographic data from the US Census;• Working with and modeling individual-level microdata from the American CommunitySurvey’s PUMS datasets;• Applying these tools and workflows to the analysis of historical Census data, otherUS government datasets, and international Census data from countries likeCanada, Brazil, Kenya, and Mexico.Kyle Walker is an associate professor of geography at Texas Christian University,director of TCU’s Center for Urban Studies, and a spatial data science consultant. Hisresearch focuses on demographic trends in the United States, demographic data visualization,and software tools for open spatial data science. He is the lead author of anumber of R packages including tigris, tidycensus, and mapboxapi.
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