Baselight

House-Price-Prediction Cleaned Dataset

Ready to use House Price Prediction Cleaned Dataset

@kaggle.aneelaabdullah_housepriceprediction_cleaned_dataset

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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:

  1. Fixed Missing values
  2. Fixed Outliers
  3. Fixed Skewness of entire dataset

Tables

House Price Prediction Clean

@kaggle.aneelaabdullah_housepriceprediction_cleaned_dataset.house_price_prediction_clean
  • 88.94 KB
  • 1460 rows
  • 32 columns
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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,
  "n_2ndflrsf" BIGINT,
  "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,
  "screenporch" BIGINT,
  "poolarea" BIGINT,
  "miscval" BIGINT,
  "mosold" BIGINT,
  "yrsold" BIGINT,
  "saleprice" BIGINT
);

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