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nashville-housing-data-cleaning's Introduction

Cleaning Nashville Housing Dataset.

Overview

The goal of the project is to clean the Nashville housing dataset to a format that is ready to be explore/process.

The original data set can be found here: https://www.kaggle.com/tmthyjames/nashville-housing-data-1/data

Details

  • The sale_date column was standardize to date from January 04, 2018 format to 'YYYY-MM-DD' .
  • The property address column was populated with address of simialr parcel id.
  • The property and owner column was splitted out into Individual Column (Address, City, State).
  • Change Y or N to Yes and No in sold_as_vacant column.

Tools

  • SQL

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