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realestatedatabase_sqlalchemydemo's Introduction

Project Description

To do the ETL (Extract, Transform and Load) of the data needed to run an application for Houston Real Estate Investment Dashboard.

Data Sources

School Ratings:

National Flood Data:

Harris County Appraisal District (HCAD):

Crime:

Files location: https://drive.google.com/drive/folders/15sKnJGCKU_VsG290i97kzsAnyc1tFNNT

Entity-Relation Diagram

Figure

Running the code

  1. Extract and Transform HCAD Data: ETL_HCAD.IPYNB
  2. Extract and Transform Flood and Crime Data: ETl_flood_and_crime_data.IPYNB
  3. Extract and Transform School Data: school_data_transformation.IPYNB, school_zone_transformation.IPYNB
  4. Load Real Estate Database: ETL_Project_Load.IPYNB, Houston_Real_Estate_db.sql

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