Time series demand forecasting on NYC taxi dataset

• Main Author: Teh, Timothy Rui Sheng
• Other Authors: Arvind Easwaran
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Time series forecasting
• Online Access: https://hdl.handle.net/10356/180988
• Institution: Nanyang Technological University

This project investigates time series forecasting on the NYC Taxi & Limousine Commission (TLC) dataset, aiming to determine how various data preprocessing techniques and feature engineering methods can improve the accuracy of predictions. The TLC dataset, rich in information on taxi demand and s...