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@Transport-Zhanchao

Transport Research

  • United States of America

Transport Research

Welcome to Transport Research, an open-source research organization dedicated to advancing transportation planning, travel behavior analysis, urban analytics, and spatial data science.

Research Areas

Our work spans multiple domains of transportation and urban planning, including:

  • 🚍 Travel behavior and household travel surveys
  • 🚆 Public transit planning and operations
  • 🚗 Transportation equity and accessibility
  • 📊 Spatial statistics and econometrics
  • 🗺 GIS and urban spatial analytics
  • 🚦 Traffic safety and crash analysis
  • 🌎 Sustainable mobility and transportation policy
  • 🤖 Machine learning applications in transportation

Featured Projects

Household Travel Survey Analysis

Comparative analyses of large-scale household travel surveys across multiple metropolitan regions.

  • Bogotá Travel Survey (2005–2024)
  • Mexico City Travel Survey (2009–2017)

Topics include:

  • travel demand
  • mode choice
  • trip generation
  • mobility equity
  • longitudinal trend analysis

Transit Operations

Research on public transit systems and service planning.

Current repositories include:

  • SEPTA Service Cut Analysis
  • GTFS Comparison Tools

Applications include:

  • accessibility evaluation
  • service reliability
  • transit network analysis
  • schedule comparison

Traffic Safety

Research using the Fatality Analysis Reporting System (FARS) to study roadway safety in the United States.

Topics include:

  • fatal crash trends
  • metropolitan comparisons
  • roadway safety indicators
  • reproducible analytical workflows in R

Programming Languages

Our projects primarily use

  • R
  • Python
  • HTML / Quarto / R Markdown
  • GIS software and spatial data formats

Common libraries include

  • tidyverse
  • sf
  • data.table
  • fixest
  • ggplot2
  • osmdata
  • geopandas
  • pandas
  • scikit-learn

Repository Principles

We strive to make our research

  • Reproducible
  • Transparent
  • Well documented
  • Version controlled
  • Open source whenever data licenses permit

Some repositories contain only code because underlying datasets are proprietary, licensed, or subject to data-sharing agreements.

Citation

If you use code or workflows from this organization in your research, please cite the corresponding publication when available.

License

Each repository contains its own license. Unless otherwise specified, repositories are released under an open-source license.

Contact

Questions, collaborations, and research discussions are welcome.

📧 zhanchao@upenn.edu

Transportation planning through open science, reproducible research, and spatial analytics.

Popular repositories Loading

  1. Mexico-City-survey-comp Mexico-City-survey-comp Public

    Mexico City Travel Survey Comparison (2009-2017)

    R 1

  2. septa-cut-analysis septa-cut-analysis Public

    SEPTA Service Cut analysis (Fall 2025)

    HTML 1 1

  3. FARS FARS Public

    Repo for FARS Analysis

    R

  4. FARS_RMarkdown FARS_RMarkdown Public

    R Markdown for FARS

    R

  5. Bogota-Travel-Survey-Analysis Bogota-Travel-Survey-Analysis Public

    Bogota travel survey analysis

    HTML

  6. Bogota-travel-survey-comp Bogota-travel-survey-comp Public

    Bogota Travel survey 2005-2024 cross years analysis and aggregation

    R

Repositories

Showing 9 of 9 repositories

Top languages

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Most used topics

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