gps2gtfs

A Python package to process raw GPS data of public transit and transform to GTFS format.


Keywords
GTFS, GPS, Travel, Time, Public, Transit, Heterogeneous, Traffic, Condition, ITS
License
MIT
Install
pip install gps2gtfs==0.1.0

Documentation

Extracting travel time information from Bus GPS raw data

project research

  • Project Lead(s) / Mentor(s)

    1. Dr. T. Uthayasanker
  • Contributor(s)

    1. R. Shiveswarran

Summary

image

Description

Bus trip extraction algorithm:

image

Identifying arrival time and departure time to a bus stop. hence, dwell time can be estimated

image

Results

Variation of Travel time with the time of a day

image

Variation of dwell times at each bus stop along a journey

image

More references

Please cite our work when you use;

S. Ratneswaran and U. Thayasivam, "Extracting potential Travel time information from raw GPS data and Evaluating the Performance of Public transit - a case study in Kandy, Sri Lanka," 2023 3rd International Conference on Intelligent Communication and Computational Techniques (ICCT), Jaipur, India, 2023, pp. 1-7, doi: https://doi.org/10.1109/ICCT56969.2023.10075789

Note:

The raw GPS data set and processed GPS data sets are available upon request (contact: shiveswarran.22@cse.mrt.ac.lk)


License

MIT License

Code of Conduct

Please read our code of conduct document here.