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1. Customer-Loyalty-Prediction Customer-Loyalty-Prediction Public

   This project predicts customer loyalty using machine learning on profiles and behavior data. It applies clustering and classification (logistic regression, decision trees) to identify segments and …

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2. Birthday-Paradox-in-Malaysia Birthday-Paradox-in-Malaysia Public

   The Birthday Paradox is a mathematical phenomenon that describes the probability of two people sharing the same birthday. This project analyzes the paradox using statistical models and real data fr…

3. Analysis-of-Energy-Consumption-Trends-in-Calgary- Analysis-of-Energy-Consumption-Trends-in-Calgary- Public

   This repository contains an in-depth analysis of the City of Calgary’s Building Energy Benchmarking dataset as part of a data science assignment. The project involves data preprocessing, analysis, …

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4. Predictive-Analysis-of-Traffic-Accidents-Using-Weather-Data-in-Calgary Predictive-Analysis-of-Traffic-Accidents-Using-Weather-Data-in-Calgary Public

   The study identifies accident hotspots during days above and below 0°C and under snow conditions to analyze weather’s impact on road safety. It uses geospatial visualizations and map projections to…

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5. Development-of-a-Predictive-Model-for-Sleep-Efficiency-Using-Lifestyle-Factors- Development-of-a-Predictive-Model-for-Sleep-Efficiency-Using-Lifestyle-Factors- Public

   This project uses multiple linear regression to model sleep efficiency based on behavioral and physiological factors. Statistical techniques include variable selection (stepwise and best subsets), …

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6. Government-Spending-Insights-in-Alberta Government-Spending-Insights-in-Alberta Public

   Analyzed 2023–2024 Alberta government grant payments to identify top funding ministries, key beneficiaries, and supported program types. Insights reflect real disbursements, revealing spending prio…