datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
anomaly_detection_cmsl1t
Trigger Anomaly Detection for New Physics at the Large Hadron Collider
This dataset is a mirror of the Zenodo record: https://doi.org/10.5281/zenodo.21787779
This dataset contains Level-1 Trigger objects from the CMS experiment at the CERN Large
Hadron Collider, assembled for research on unsupervised anomaly detection in the
trigger. The goal of unsupervised anomaly detection in this context is the discovery of
new physics. This data set does not contain new physics. It is meant… See the full description on the dataset page: https://huggingface.co/datasets/CERN/anomaly_detection_cmsl1t.place-food-in-bowlThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 40,
"total_frames": 72000,
"total_tasks": 1,
"total_videos": 40,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:40"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/cmsng2001/place-food-in-bowl.vqa-cmsv-benchmark
VQA-CMSV Benchmark Data Package
This repository contains annotation splits for VQA v2-CMSV, GQA-CMSV, and VG-CMSV, plus patch-mask NPZ files used for mask supervision experiments.
Contents
data/vqa_v2_cmsv/train.json, data/vqa_v2_cmsv/val.json, data/vqa_v2_cmsv/test.json
data/gqa_cmsv/train.jsonl, data/gqa_cmsv/val.jsonl, data/gqa_cmsv/test.jsonl
data/vg_cmsv/train.jsonl, data/vg_cmsv/val.jsonl, data/vg_cmsv/test.jsonl
masks/vqa_v2_cmsv_masks.npz
masks/gqa_cmsv_masks.npz… See the full description on the dataset page: https://huggingface.co/datasets/as-benchmark-artifacts/vqa-cmsv-benchmark.cms-nursing-home-quality-and-ownership
Canonical source: https://www.fastdol.com/datasets/cms-nursing-home-quality-and-ownership
US Nursing Home Quality, Ownership & Enforcement (CMS)
14,693 Medicare/Medicaid-certified nursing homes · one row per facility · 66 columns · CMS Care Compare, refreshed 2026-08-19 · certifications 1967-01-01 → surveys through 2026-06-26.
Every certified U.S. nursing home in a single table: CMS 5-star quality ratings, payroll-based staffing and turnover, corporate ownership and chain… See the full description on the dataset page: https://huggingface.co/datasets/FastDOLz/cms-nursing-home-quality-and-ownership.TiMoS_alloys_CMS2021
Cite this dataset Silva, A., Polcar, T., and Kramer, D. TiMoS alloys CMS2021. ColabFit, 2023. https://doi.org/10.60732/864a2df0
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_jn819esw58ah_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.
https://materials.colabfit.org… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/TiMoS_alloys_CMS2021.TiO2_CMS2016
Cite this dataset Artrith, N., and Urban, A. TiO2 CMS2016. ColabFit, 2023. https://doi.org/10.60732/861c6a25
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_kvjft3au55qb_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.
https://materials.colabfit.org
Dataset Name… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/TiO2_CMS2016.Zn_MTP_CMS2023
Cite this dataset Mei, H., Cheng, L., Chen, L., Wang, F., Li, J., and Kong, L. Zn MTP CMS2023. ColabFit, 2024. https://doi.org/10.60732/54902e18
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_58y020ce6b6j_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/Zn_MTP_CMS2023.cms-glp1-data
The GLP-1 Spending Explosion (2017-2025)
Everyone's heard about Ozempic, Wegovy, and Mounjaro by now. But how much is Medicare actually spending on these drugs, and how fast is it growing? That's what this dataset is about.
I pulled together state-by-state Medicare Part D spending data on GLP-1 medications going back to 2017, when Ozempic first got FDA approval. The dataset covers all 50 states and territories through 2023 at the state level, plus provisional 2024 and 2025 national… See the full description on the dataset page: https://huggingface.co/datasets/sbreitenbach/cms-glp1-data.CoNbV_CMS2019
Cite this dataset Gubaev, K., Podryabinkin, E. V., Hart, G. L., and Shapeev, A. V. CoNbV CMS2019. ColabFit, 2023. https://doi.org/10.60732/f2c623f1
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_sn623uhg2d1b_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CoNbV_CMS2019.CuPd_CMS2019
Cite this dataset Gubaev, K., Podryabinkin, E. V., Hart, G. L., and Shapeev, A. V. CuPd CMS2019. ColabFit, 2023. https://doi.org/10.60732/1058e01c
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_0ry6z1j8mi8c_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CuPd_CMS2019.AlNiTi_CMS_2019
Cite this dataset Gubaev, K., Podryabinkin, E. V., Hart, G. L., and Shapeev, A. V. AlNiTi CMS 2019. ColabFit, 2023. https://doi.org/10.60732/7b56ca82
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_dtjyh96dypuu_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/AlNiTi_CMS_2019.medicaid-cms-64-new-adult-group-expenditures
Medicaid CMS-64 New Adult Group Expenditures
Description
This dataset reports summary level expenditure data associated with the new adult group established under the Affordable Care Act. These state expenditures are reported through the federal Medicaid Budget and Expenditure System (MBES).
Notes:
“VIII GROUP” is also known as the “New Adult Group.”
The VIII Group is only applicable for states that have expanded their Medicaid programs by adopting the VIII Group. VIII… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/medicaid-cms-64-new-adult-group-expenditures.coreset-state-v305-cmsdevcms-nppes
CMS NPPES — historical annual snapshots
Historical CMS National Plan and Provider Enumeration System (NPPES) files ingested from the NBER NPPES mirror (https://data.nber.org/npi) and staged as annual, analysis-ready Parquet (zstd-compressed). The pipeline crawls the NBER directory, downloads the source files, converts and unifies them, then validates the National Provider Identifier (NPI) via Luhn check, uniqueness, and a cross-check against the raw CMS extract before promoting… See the full description on the dataset page: https://huggingface.co/datasets/mauricedalton/cms-nppes.