Large language models for urban data analysis: exploration of various methods and LLMs for traffic data prediction

• Main Author: Goh, Jeremy Chun Hao
• Other Authors: Long Cheng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering; LLMs; Urban data analysis
• Online Access: https://hdl.handle.net/10356/181199
• Institution: Nanyang Technological University

This project investigates the application of Large Language Models (LLMs) for urban data analysis, with a focus on traffic data. The primary objective of this project includes exploring capabilities of various LLMs such as ChatGPT, Claude, and Llama in urban data analysis, developing methodologies f...