midah's picture
Upload README.md with huggingface_hub
05e1cde verified

HF Datasets License Catalog

Catalog of ~885k Hugging Face datasets with their licenses, built from a single pass over list_datasets() (license from tags). No per-dataset card fetches.

Related: midah/hf-dataset-licenses (SPDX 700+ licenses) · modelbiome/ai_ecosystem (1.86M models — figures 05–07 use model↔dataset links)

Dataset

Schema

Field Type Description
dataset_id string HF dataset ID (e.g. org/name)
license string | null License from tags (license:xxx), null if absent
author string Dataset author
downloads int Total downloads
likes int Likes
private bool Private repo
gated bool Gated access
last_modified string ISO timestamp

Usage

from datasets import load_dataset

ds = load_dataset("midah/hf-datasets-licenses")
# Filter by license
mit = ds["train"].filter(lambda x: x["license"] == "mit")

Figures

Top licenses License coverage Licenses by downloads Model-style licenses Models top licenses Top model→dataset pairs when different Dataset mix cited by model license License consistency

Model ↔ dataset relationships from modelbiome/ai_ecosystem: top cross-license pairs, conditional dataset mix per model license, and consistency.

Source

Built by scripts/build_hf_datasets_licenses.py from the Hugging Face Hub API. License from tags only; no per-dataset README parsing.

License

CC0-1.0.