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DATA422 Group Project

Users can access and download every dataset from the following Github repository: github.com/ajcoach/DATA422-Group-Project


This GitHub repository contains the entire contents of group TBA's project for DATA422.
The contents of this repository are as follows:


  1. README.md

    • Repository description, documents file descriptions and file execution order
  2. Jupyter notebooks (recommended to execute in the order listed, however Suburbs_Julia.ipynb must be run before Crime_Suburbs_R.ipynb)

    • Income_employment_age_data_R.ipynb
    • income_data_Julia.ipynb
    • Suburbs_Julia.ipynb
    • Crime_Suburbs_R.ipynb
    • Meshblock - Area data.ipynb
    • School data.ipynb
    • spatialIndex.ipynb
    • weatherData.ipynb
  3. Project report.pdf

    • PDF report describing our project
  4. Project presentation.pdf

    • PDF presentation slides
  5. Project diary.pdf

    • PDF outlining what everyone has done
  6. Datasets input (folder)

    • Folder containing datasets from various public sources
    • See report references for respective owners
  7. Output datasets in root folder

    • area.csv
    • canterbury_employment.csv
    • canterbury_gender.csv
    • canterbury_income.csv
    • crimes_population_data.csv
    • meshblock.csv
    • schools.csv
    • suburbs.csv
  8. spatialData (folder with output data from the spatialData)

    • spatialIndexFull.feather
    • spatialIndexTrimmed.csv
    • spatialIndexTrimmed.feather
    • weatherFull-canterbury.feather
    • weatherTrimmed-canterbury.csv
  9. Data Model.png

    • Image of final data model

All the output datasets create a final data model that looks like this:

Image of Data Model

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DATA422 Data Wrangling Group Project

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