Boston: Boston Housing Data (Regression)

BostonR Documentation

Boston Housing Data (Regression)

Description

housing values in suburbs of Boston.

  • crim: per capita crime rate by town.

  • zn: proportion of residential land zoned for lots over 25,000 sq.ft.

  • indus: proportion of non-retail business acres per town

  • chas: Charles River dummy variable (= 1 if tract bounds)

  • nox: nitric oxides concentration (parts per 10 million)

  • rm: average number of rooms per dwelling

  • age: proportion of owner-occupied units built prior to 1940

  • dis: weighted distances to five Boston employment centres

  • rad: index of accessibility to radial highways

  • tax: full-value property-tax rate per $10,000

  • ptratio: pupil-teacher ratio by town

  • black: 1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town

  • lstat: percentage of lower status of the population

  • medv: Median value of owner-occupied homes in $1000's

Usage

data(Boston)

Format

Regression Dataset.

Source

This dataset was obtained from the MASS library.

References

Creator: Harrison, D. and Rubinfeld, D.L. Hedonic prices and the demand for clean air, J. Environ. Economics & Management, vol.5, 81-102, 1978.

Examples

data(Boston)
head(Boston)

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