Name: House-Price-Prediction Cleaned Dataset
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

House-Price-Prediction Cleaned Dataset

Kaggle House Price Prediction Competition (Both Beginners and Advance)

For Beginners Cleaning the data the right way might be difficult.

If you just want save your time from cleaning data and interested to explore creating and evaluating model then this dataset is ready for model fitting.

Info about cleaning:

Fixed Missing values
Fixed Outliers
Fixed Skewness of entire dataset

Tables

House Price Prediction Clean

@kaggle.aneelaabdullah_housepriceprediction_cleaned_dataset.house_price_prediction_clean

91.07 kB
1,460 rows
32 columns

CREATE TABLE house_price_prediction_clean (
  "id" BIGINT,
  "mssubclass" BIGINT,
  "lotarea" BIGINT,
  "overallqual" BIGINT,
  "overallcond" BIGINT,
  "yearbuilt" BIGINT,
  "yearremodadd" BIGINT,
  "bsmtfinsf1" BIGINT,
  "bsmtunfsf" BIGINT,
  "totalbsmtsf" BIGINT,
  "n_1stflrsf" BIGINT  -- 1stFlrSF,
  "n_2ndflrsf" BIGINT  -- 2ndFlrSF,
  "grlivarea" BIGINT,
  "bsmtfullbath" BIGINT,
  "fullbath" BIGINT,
  "halfbath" BIGINT,
  "bedroomabvgr" BIGINT,
  "kitchenabvgr" BIGINT,
  "totrmsabvgrd" BIGINT,
  "fireplaces" BIGINT,
  "garagecars" BIGINT,
  "garagearea" BIGINT,
  "wooddecksf" BIGINT,
  "openporchsf" BIGINT,
  "enclosedporch" BIGINT,
  "n_3ssnporch" BIGINT  -- 3SsnPorch,
  "screenporch" BIGINT,
  "poolarea" BIGINT,
  "miscval" BIGINT,
  "mosold" BIGINT,
  "yrsold" BIGINT,
  "saleprice" BIGINT
);