datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
CEED
CEED: California Earthquake Event Dataset
2.4 million analyst-labelled earthquake seismograms from California, 1977–2025.
One record is one earthquake recorded at one station: a 122.88 s three-channel waveform with an
analyst-picked P arrival, an analyst-picked S arrival, and the analyst's reading of the P
first motion (up or down). Every trace carries the recording network's own hypocentre, magnitude
and arrival-quality numbers, so the labels can be filtered on quality… See the full description on the dataset page: https://huggingface.co/datasets/AI4EPS/CEED.mmu_jwst_ceers_full_grizli_v7.0_all_96
mmu_jwst_ceers_full_grizli_v7.0_all_96 HATS Catalog Collection
This is the collection of HATS catalogs representing mmu_jwst_ceers_full_grizli_v7.0_all_96.
This dataset is part of the Multimodal Universe,
a large-scale collection of multimodal astronomical data. For full details, see the paper:
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TBs of Astronomical Scientific Data.
Access the catalog
We recommend the use of the LSDB Python… See the full description on the dataset page: https://huggingface.co/datasets/UniverseTBD/mmu_jwst_ceers_full_grizli_v7.0_all_96.VTS_data
VTS Data
Training and evaluation data for VideoTreeSearch (VTS): Searching Videos as Trees — Self-Correcting Agents for Grounded Long Video QA.
Code & full documentation: https://github.com/CeeZh/VTS
Model checkpoint: https://huggingface.co/ceezh/VTS-Qwen3-VL-8B
This dataset contains the synthesized tree-search trajectories, the SFT and RL training sets, pre-built scene-tree caches, and the inference / evaluation annotations used in the paper.
Videos are not… See the full description on the dataset page: https://huggingface.co/datasets/ceezh/VTS_data.mmu_jwst_ceers
mmu_jwst_ceers HATS Catalog Collection
This is the collection of HATS catalogs representing mmu_jwst_ceers.
This dataset is part of the Multimodal Universe,
a large-scale collection of multimodal astronomical data. For full details, see the paper:
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TBs of Astronomical Scientific Data.
Access the catalog
We recommend the use of the LSDB Python framework to access HATS catalogs.
LSDB can be… See the full description on the dataset page: https://huggingface.co/datasets/UniverseTBD/mmu_jwst_ceers.TNG50-CEERSCEED
SeismicXM 单台震中距、反方位角与震级预测
该目录实现 5 类严格可比的 SeismicXM 实验：
decoder：只训练新的三任务回归头；
encoder_decoder：训练卷积/双向 LSTM 编码器与回归头；
transformer_decoder：训练 Transformer、任务嵌入与回归头；
encoder_transformer_decoder：加载预训练权重后全量微调；
scratch：同一结构从零训练，先训练到 1,000 step，再从该权重继续到总计 20,000 step。
默认采用 SeismicXM middle（约 51M 参数）及其发布权重。前三个目标分别用 km、圆周角和震级的独立指标报告。方位角定义为台站指向震中的 back azimuth；CEED HDF5 中保存的 azimuth 是震中指向台站，因此标签加 180° 后取模。
数据与预处理
从 CEED/NC 年度 HDF5 中选 20,000 条训练波形、2,000 条验证波形和 2,000 条测试波形。… See the full description on the dataset page: https://huggingface.co/datasets/heidiXD/CEED.DCAgent2_terminal_bench_2_DCAgent2_codeforces-GLM-4_6-traces-32ep-32k-1-2-4-dv_ceecc8e7asleep-nature-cee7aa
asleep-nature-cee7aa
Synthetic sensors test data: 54 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/vgim843/asleep-nature-cee7aa.africa-seychelles-seychelles-gender-ceeafd99
Seychelles - Gender | Africa (Seychelles official open data)
3,309 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Seychelles as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Seychelles - Gender
Publisher: World Bank Group
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-seychelles-gender-ceeafd99.covid19-preprintsafrica-ghana-2007-economic-financial-budget-cee4fbff
2007 Economic Financial Budget | Africa (Ghana Open Data)
48 rows - 1 Africa country/area - 2007-2027 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 48 rows from Ghana Open Data, covering 2007 Economic Financial Budget. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ghana-2007-economic-financial-budget-cee4fbff.africa-senegal-rendement-melon-cee0d2ea
Rendement Melon | Africa (DHORT)
1 rows - 1 Africa country/area - detected - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1 rows from DHORT, covering Rendement Melon. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official statistics datasets help analysts inspect public data as published by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-senegal-rendement-melon-cee0d2ea.bass_full
Dataset Card for "bass_full"
More Information needed
cee-pii-bench
CEE-PII-Bench (v0.2)
A held-out, multilingual (RO / PL / HU / UZ / EN-UK / EN-US) benchmark for span-level
PII / sensitive-entity detection, weighted toward Central & Eastern European identifiers.
CEE-PII-Bench is the evaluation companion to the
flowxai/cee-pii detector. Its headline metric is
false-positive rate on no-entity documents — because a privacy guard that fires on
clean text gets disabled within a week, and a disabled guard protects nobody.
Why this… See the full description on the dataset page: https://huggingface.co/datasets/flowxai/cee-pii-bench.drms
Dataset Card for "drms"
More Information needed
Stack_fillter_chunkBasic filtering are applied to retain 18k repositories that have (1) at least five Python fles(2)at least three imports per file, and (3) at least two local imports per file.
africa-sudan-sudan-jiaf-humanitarian-needs-and-response-plan-ceeea6bb
Sudan: JIAF Humanitarian Needs and Response Plan | Africa (Sudan official open data)
7,144 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Sudan as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Sudan: JIAF Humanitarian Needs and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-sudan-jiaf-humanitarian-needs-and-response-plan-ceeea6bb.drms_1
Dataset Card for "drms_1"
More Information needed
bass_lc
Dataset Card for "bass_lc"
More Information needed
toxicDataPlantCompact_Sub-Stationhttps://www.ceedelectric.com/product/customized-electrical-equipment-compact-sub-station-swithgear/
cee905c3a27b472d78334acbc5803ef7cee35ada4b0c0f06e8cdac1a0ea212actest_import_dataset_from_hub_with_classlabel_cee9a9c2-d01e-4a09-8040-7607681216bfcentral-cee.zipjwst-ceers-mergersMetsTweetsTweets containing '#Mets' from early August through late September
test_import_dataset_from_hub_with_classlabel_ceeaf537-a48b-4c2a-8fe5-53ea645411e2twitter-wanovo99-2026.02.27-2027275983443886203-cEesQwPoSy98NDuz-part1