TTC Streetcar Delay Analysis

Overview

This paper analyzes TTC streetcar data from the City of Toronto's Open Data Catalogue. It researches streetcar data between 2022 and 2024 to assess patterns in delay length and frequency.

File Structure

The repo is structured as:

• data/raw_data contains the raw data as obtained from @opendatatoronto.
• data/analysis_data contains the cleaned dataset that was constructed and used for analysis.
• other contains details about LLM chat interactions and sketches.
• paper contains the files used to generate the paper, including the Quarto document and reference bibliography file, as well as the PDF of the paper.
• scripts contains the R scripts used to simulate, download and clean data.

Statement on LLM usage

The title and abstract, as well as aspects of the code, were written with the help of ChatGPT 4o. Chat history is available in other/llms/usage.txt.