This project involves cleaning and standardizing the Nashville Housing dataset using SQL queries. Here's a summary of the key cleaning steps:
- Standardizing Date Format: Converted SaleDate to a standard format.
- Populating Property Address Data: Filled missing Property Address values.
- Breaking out Address: Split Property Address into separate columns for Address, City, and State.
- Parsing Owner Address: Extracted Street, City, and State details from Owner Address.
- Changing Yes/No: Converted 'Y' and 'N' to 'Yes' and 'No' respectively in the "Sold as Vacant" field.
- Removing Duplicates: Eliminated duplicate entries based on specific criteria.
- Deleting Unused Columns: Removed unnecessary columns like Owner Address and Tax District.