Tax Revenue Trends Across Regions
Analyzing the evolution of tax revenue trends across five global regions, highlighting actionable insights for policymakers.
Portfolio
Business Cycle Decomposition of Canadian GDP Using HP Filter
Visual analysis of Canada’s GDP using the Hodrick–Prescott filter to separate long-term trend from short-term cycles.
Clustering Student Profiles Using PASEC 2019 Data
Dimensionality reduction and unsupervised clustering (DBSCAN + PCA) applied to education data from 14 African countries, revealing student profiles across performance, SES, and school context.
Effect of Chinese Financial Flows on Economic Growth
Analysis of Chinese financial flows and their impacts on economic growth in 147 countries between 2000 and 2021.
Gender and School Type Differences in Learning Outcomes – PASEC 2019
Exploratory data analysis using PASEC 2019 to examine gender gaps in reading and mathematics across 14 African countries.
Mapping Political Violence in Africa (2021–2024)
Geospatial analysis of political violence events in Africa using ACLED data, with emphasis on event types and fatalities across regions.
Monte Carlo Simulation of a Canadian Stock Portfolio
An interactive visualization of 200 possible futures for a Canadian stock portfolio (Shopify, RBC, TD…), simulated using a Monte Carlo algorithm in Python.
Multidimensional Poverty Comparison in Africa (2011 vs 2018)
Comparative heatmap showing changes in deprivation across key development dimensions (health, education, living standards) in African countries.
Socio-Economic Determinants of HIV in Namibia
Analysis of factors influencing HIV prevalence in Namibia using the 2013 DHS data.
Sustainable Water Management in Casablanca
Analysis of the challenges of water management in the context of climate change and urbanization in Casablanca.