Trip Purpose Classification

In this repository we have available two different datasets for trip purpose classification, one focused for the binary task - trip_purpose_binary_dataset.csv - and one the multiclass task - trip_purpose_multiclass_dataset.csv -. Understanding the purpose behind each trip is crucial for analyzing travel behavior and patterns. Trip purpose data provides valuable insights into why people travel, whether for work, education, leisure, or other activities. This information is essential for urban planning, transportation policy-making, and improving public transit services. By analyzing trip purposes, we can better predict travel demand, optimize traffic flow, and design more efficient and sustainable transportation systems. This dataset, therefore, serves as a foundational tool for researchers, planners, and policymakers aiming to enhance mobility and quality of life in urban areas. Both the datasets are anonymized, and were collected for research purposes only.