Team-Muchachos

🏡 Student Housing - Data for Density and Commute

Welcome to the Student Housing project! This initiative aims to tackle the challenges faced by students in finding affordable housing and convenient commute options, particularly for those attending Seneca College.

🚀 Project Overview

Students often struggle to find suitable housing that is both affordable and close to their campus. To address these issues, our team, Team Muchachos, has developed a comprehensive solution focusing on two primary objectives:

Optimizing Housing Density: Identify neighborhoods with the highest availability of rental rooms.
Enhancing Commute Options: Implement a dedicated shuttle bus service from key neighborhoods to Newnham Campus.

🔑 Key Features

Neighborhood Analysis:
- Evaluated 8 neighborhoods: North York, Markham, Vaughan, Hamilton, Brampton, Etobicoke, Mississauga, and Scarborough.
- Identified 147 available rooms for rent, ensuring at least 20 rooms per neighborhood.
Commute Optimization:
- Designed shuttle bus routes for Vaughan and Mississauga.
- Analyzed different travel routes considering distance, speed, and travel time.
Student & Seneca Benefits:
- Students: Cost-effective travel, more housing options, and safer commutes.
- Seneca: Increased student enrollment from targeted neighborhoods, competitive edge, and job creation.
Resource Requirements:
- Budget for shuttle buses ranges from $6,700 to $13,500 CAD depending on the neighborhood coverage.
- Suggested shuttle schedule includes morning, noon, afternoon, and evening services.

📈 Data Insights

Neighborhood Room Availability:
- Detailed room availability and potential cost savings per neighborhood.
Student Distribution:
- Visualized the number of students residing in each neighborhood to optimize shuttle routes.

💻 Technology Implementations

The project leverages data analysis and geographical mapping to determine optimal housing and commute solutions.

📅 Schedule & Implementation

The proposed shuttle service schedule is designed to align with peak student travel times, ensuring efficient and timely transportation.

📢 Advertisements

Local & International: Promote Seneca's housing and commute solutions, emphasizing the college's commitment to student welfare and success.

💡 Conclusion

The Student Housing project presents a pragmatic solution to the housing and commute challenges faced by Seneca students. By implementing these strategies, we can improve the student experience and enhance Seneca's appeal as a top educational institution.