Dataset: Boston Housing Dataset

About this Dataset

Boston Housing Dataset

crim: Per capita crime rate by town.
zn: Proportion of large residential lots (over 25,000 sq. ft.).
indus: Proportion of non-retail business acres per town.
Chas: Binary variable indicating if the property is near Charles River (1 for yes, 0 for no).
nox: Concentration of nitrogen oxides in the air.
rm: Average number of rooms per dwelling.
age: Proportion of old owner-occupied units built before 1940.
dis: Weighted distances to Boston employment centers.
rad: Index of accessibility to radial highways.
tax: Property tax rate per $10,000.

These features provide valuable information about the characteristics of neighborhoods that can influence housing prices.

Tables

Bostonhousing

@kaggle.arunjangir245_boston_housing_dataset.bostonhousing

31.49 KB
506 rows
14 columns


CREATE TABLE bostonhousing (
  "crim" DOUBLE,
  "zn" DOUBLE,
  "indus" DOUBLE,
  "chas" BIGINT,
  "nox" DOUBLE,
  "rm" DOUBLE,
  "age" DOUBLE,
  "dis" DOUBLE,
  "rad" BIGINT,
  "tax" BIGINT,
  "ptratio" DOUBLE,
  "b" DOUBLE,
  "lstat" DOUBLE,
  "medv" DOUBLE
);