DATASET_CARD.md

metadata

license: mit
task_categories:
  - time-series-forecasting
language:
  - en
tags:
  - spatio-temporal
  - urban-computing
  - foundation-model
size_categories:
  - 1B<n<10B

UrbanFM Datasets

Datasets for UrbanFM: Scaling Urban Spatio-Temporal Foundation Models.

Structure

• eval_datasets/ — evaluation datasets (traffic flow, speed, occupancy, etc.)
• full_pretrain_datasets/ — full-scale pre-training datasets
• pretrain_datasets/ — pre-training datasets
• clean.ipynb, spatial_index_generation.py, data_index_process.sh — data processing utilities

Download

pip install huggingface_hub
huggingface-cli download Onedean/UrbanFM-datasets --repo-type dataset --local-dir ./datasets

Citation

If you use these datasets, please cite the UrbanFM paper and star the GitHub repository.