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Portfolio Project - Data cleaning using SQL Server

This is a SQL portfolio project for data cleaning using sql server for a dataset - NashvilleHousing.

Data cleaning procedure includes these below mentioned functions -

  • CONVERT()
  • ISNULL()
  • CASE WHEN
  • SUBSTRING()
  • CHARINDEX()
  • PARSENAME()
  • REPLACE()
  • CTEs - Row_Number()

Data Cleaning tasks for this dataset -

  1. Standardize date format for SaleDate column
  2. Populate Property address data for NULL Values
  3. Breaking out Property and Owner address into individual columns (Address, sity ,state)
  4. Change Y and N to Yes and No in "Sold as Vacant" field
  5. Remove Duplicates
  6. Delete Unused Columns

Tools used -

  1. SQL Server Management Studio.
  2. SQL Server import Export tool.

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