TransitFlow in Boston
Context
Boston’s transit system faces inefficiencies due to outdated suburban commuting models. Transit-Oriented Development (TOD) can reshape urban mobility by optimizing land use around high-potential metro stations, reducing car dependency, and fostering sustainable city growth.
Solution
Ranked Boston’s communities for TOD suitability using multi-criteria scoring.
Identified the optimal TOD candidate with factors including ridership patterns and accessibility.
Developed a station-level evaluation to pinpoint the best transit hubs for urban planning.
Impact
This study provides data-backed recommendations for TOD investments, helping urban planners and policymakers enhance public transit efficiency and land use integration.
Role
Data Analyst & Researcher
Guided by
Nabeel Gillani
Date
Oct - Dec 2024
Category
Data Science / Urban Analytics
TransitFlow in Boston
Context
Boston’s transit system faces inefficiencies due to outdated suburban commuting models. Transit-Oriented Development (TOD) can reshape urban mobility by optimizing land use around high-potential metro stations, reducing car dependency, and fostering sustainable city growth.
Solution
Ranked Boston’s communities for TOD suitability using multi-criteria scoring.
Identified the optimal TOD candidate with factors including ridership patterns and accessibility.
Developed a station-level evaluation to pinpoint the best transit hubs for urban planning.
Impact
This study provides data-backed recommendations for TOD investments, helping urban planners and policymakers enhance public transit efficiency and land use integration.
Role
Data Analyst & Researcher
Guided by
Nabeel Gillani
Date
Oct - Dec 2024
Category
Data Science / Urban Analytics
TransitFlow in Boston
Context
Boston’s transit system faces inefficiencies due to outdated suburban commuting models. Transit-Oriented Development (TOD) can reshape urban mobility by optimizing land use around high-potential metro stations, reducing car dependency, and fostering sustainable city growth.
Solution
Ranked Boston’s communities for TOD suitability using multi-criteria scoring.
Identified the optimal TOD candidate with factors including ridership patterns and accessibility.
Developed a station-level evaluation to pinpoint the best transit hubs for urban planning.
Impact
This study provides data-backed recommendations for TOD investments, helping urban planners and policymakers enhance public transit efficiency and land use integration.
Role
Data Analyst & Researcher
Guided by
Nabeel Gillani
Date
Mar 2021
Category
Data Science / Urban Analytics
TransitFlow in Boston
Context
Boston’s transit system faces inefficiencies due to outdated suburban commuting models. Transit-Oriented Development (TOD) can reshape urban mobility by optimizing land use around high-potential metro stations, reducing car dependency, and fostering sustainable city growth.
Solution
Ranked Boston’s communities for TOD suitability using multi-criteria scoring.
Identified the optimal TOD candidate with factors including ridership patterns and accessibility.
Developed a station-level evaluation to pinpoint the best transit hubs for urban planning.
Impact
This study provides data-backed recommendations for TOD investments, helping urban planners and policymakers enhance public transit efficiency and land use integration.
Role
Data Analyst & Researcher
Guided by
Nabeel Gillani
Date
Oct - Dec 2024
Category
Data Science / Urban Analytics
TransitFlow in Boston
TransitFlow in Boston
TransitFlow in Boston
TransitFlow in Boston