Description Usage Format Details Source
Dataset containing housing values in the suburbs of Boston.
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This data frame contains the following columns:
tractCensus tract
medvMedian value of owner-occupied homes in $1,000s.
crimPer capita crime rate by town.
znProportion of residential land zoned for lots over 25,000 sq.ft.
indusProportion of non-retail business acres per town.
chasCharles River dummy variable (= 1 if tract bounds river; 0 otherwise).
noxNitrogen oxides concentration (parts per 10 million).
rmAverage number of rooms per dwelling.
ageProportion of owner-occupied units built prior to 1940.
disWeighted mean of distances to five Boston employment centres.
radIndex of accessibility to radial highways.
taxFull-value property-tax rate per $10,000.
ptratioPupil-teacher ratio by town.
b1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town.
lstatLower status of the population (percent).
The boston data frame has 506 rows and 15 columns.
Harrison, D. and Rubinfeld, D.L. (1978) Hedonic prices and the demand for clean air. J. Environ. Economics and Management 5, 81–102.
Belsley D.A., Kuh, E. and Welsch, R.E. (1980) Regression Diagnostics. Identifying Influential Data and Sources of Collinearity. New York: Wiley.
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