boston_df.RdThe Boston housing dataset provides housing values in the suburbs of Boston.
boston_dfA data frame with 506 rows and 14 variables:
Per capita crime rate by town
Proportion of residential land zoned for lots over 25,000 sq.ft
Proportion of non-retail business acres per town
Charles River dummy variable (= 1 if tract bounds river; 0 otherwise)
Nitrogen oxides concentration (parts per 10 million)
Average number of rooms per dwelling
Proportion of owner-occupied units built prior to 1940
Weighted mean of distances to five Boston employment centres
Index of accessibility to radial highways
Full-value property-tax rate per $10,000
Pupil-teacher ratio by town
1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town
Percentage of lower status of the population
Median value of owner-occupied homes in $1000s