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Description:

The Angell data frame has 43 rows and 4 columns. The observations are 43 U. S. cities around 1950.

Variables:

This data frame contains the following columns:

moral

Moral Integration: Composite of crime rate and welfare expenditures.

hetero

Ethnic Heterogenity: From percentages of nonwhite and foreign-born white residents.

mobility

Geographic Mobility: From percentages of residents moving into and out of the city.

region

A factor with levels: E Northeast; MW Midwest; S Southeast; W West.

Link To Google Sheets:

Rows:

Columns:

License Type:

References/Notes/Attributions:

Source

Angell, R. C. (1951) The moral integration of American Cities. American Journal of Sociology 57 (part 2), 1–140.

References

Fox, J. (2016) Applied Regression Analysis and Generalized Linear Models, Third Edition. Sage.

R Dataset Upload:

Use the following R code to directly access this dataset in R.

d <- read.csv("https://www.key2stats.com/Moral_Integration_of_American_Cities_105_40.csv")

R Coding Interface:


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