Context

This is a Data Set from UCI Machine Learning Repository which concerns housing values in suburbs of Boston.

Content

Number of Instances: 506

Attribute Information:

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 river; 0 otherwise)
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
B: 1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town
LSTAT: % lower status of the population
MEDV: Median value of owner-occupied homes in $1000's

Missing Attribute Values: None

Acknowledgements

Source: https://archive.ics.uci.edu/ml/datasets/Housing
Origin: This dataset was taken from the StatLib library which is maintained at Carnegie Mellon University.
Creator:
Harrison, D. and Rubinfeld, D.L.
'Hedonic prices and the demand for clean air', J. Environ. Economics & Management, vol.5, 81-102, 1978.

Tables

Hou All

@kaggle.heptapod_uci_ml_datasets.hou_all

32.33 KB
505 rows
15 columns


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