Capstone Project conducted a regression analysis on Calgary's housing supply and population growth using historical census and building permit data.
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.
- 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
- 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.
Final Report.pdf
: Detailed written analysis with methodology and findings.Capstone Final Presentation
: Slide deck presented to city officials.
This project is licensed under the MIT License.