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Capstone Project conducted regression analysis on Calgary's housing supply and population growth using historical census and building permit data.

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Demographic-Trends-and-Housing-Analysis-in-Calgary

Capstone Project conducted a regression analysis on Calgary's housing supply and population growth using historical census and building permit data.


Objective

To support data-driven urban planning, we explored how population growth and construction patterns vary across Calgary communities, helping guide future policy and investment decisions.


Tools & Technologies

  • Python: Pandas, NumPy, Scikit-learn, Statsmodels
  • Visualization: Matplotlib, Seaborn
  • Data: Canadian Census (2011, 2016, 2021), City of Calgary Building Permits, Historical Population by Year(1968-2017), 2021 Federal Community Housing & Dwelling Census

Key Features

  • Built regression models to analyze population and dwelling trends.
  • Developed spatial visualizations and heatmaps for data storytelling.
  • Presented findings at the City of Calgary's municipal office.
  • Final report includes actionable insights for urban development.

Files

  • Final Report.pdf: Detailed written analysis with methodology and findings.
  • Capstone Final Presentation: Slide deck presented to city officials.

License

This project is licensed under the MIT License.

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Capstone Project conducted regression analysis on Calgary's housing supply and population growth using historical census and building permit data.

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