Baselight

Boston Housing Dataset

"Understanding Urban Real Estate: The Boston Housing Dataset"

@kaggle.arunjangir245_boston_housing_dataset

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About this Dataset

Boston Housing Dataset

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

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