***Overview:
Dataset contains recent properties sold in England from Zoopla listings.
***Data Science Applications and tasks possible
- Analyse average pricing and trends
- Geo- Spatial analysis
- Feature extraction/Engineering
*Data Cleaning
***Ethically mined data
Data has been mined ethically using API for Publicly available data only.
***Main Data Columns:
bathrooms ,bedrooms ,country ,currentEnergyRating ,floorAreaSqM ,fullAddress ,historicListings/0/date ,historicListings/0/price historicListings/1/date ,historicListings/1/price ... .saleEstimate/ingestedAt ,saleEstimate/lowerPrice ,saleEstimate/upperPrice .saleEstimate/valueChange/numericChange ,saleEstimate/valueChange/percentageChange ,saleEstimate/valueChange/saleDate , soldPricesDataSource ,tenure ,uprn .
***Note
---(Requires Data Cleaning to remove unwanted columns)