datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
CellularTrafficPrediction2025_Virtual_Cell_Challenge_Test_Data2026.RA.Frontier-and-Scale-Cells
Rational-Agent Frontier, Scale, and Framing Cells
This public dataset is a sibling of siddharthmb/2026.RA.Negotiation-Campaigns (the frozen P1-P4 experimental record for the ii_mats/experiments/rational_agents negotiation program) and follows the same conventions: raw per-episode JSON, per-turn oracle annotations, Markdown/HTML transcripts, run manifests, analysis tables, and an integrity manifest over every uploaded file. It packages eight later campaigns that were run against… See the full description on the dataset page: https://huggingface.co/datasets/siddharthmb/2026.RA.Frontier-and-Scale-Cells.COOPER
📡 COOPER
Cellular Operational Observations for Performance and Evaluation Research
An Open Benchmark of Synthetic Mobile Network Performance Indicators for Reproducible Research
🧭 Overview
COOPER is an open-source synthetic dataset of mobile network performance measurement (PM) time series, designed to support reproducible AI/ML research in wireless networks. The dataset is named in honor of Martin Cooper, a pioneer of cellular communications.… See the full description on the dataset page: https://huggingface.co/datasets/CelfAI/COOPER.cell-service-data
Dataset Card: Synthetic Mobile Network Performance
Dataset Description
This dataset contains synthetically generated mobile signal measurements designed to mirror real-world data in the UK. The data represents geolocated signal quality metrics from mobile devices, capturing a range of environmental and temporal conditions over several months in 2025.
All data has been anonymized, aggregated, and processed to protect user privacy. The synthetic dataset has undergone pre-processing… See the full description on the dataset page: https://huggingface.co/datasets/joefee/cell-service-data.DomesticNames_AllStates_Text Domestic Names from the Federal Government's repository of official geographic names [CSV dataset]
This Dataset includes 980,065 geographic names as of September 10, 2023.
It is apparent that no currently released LLMs are pretrained on datasets with many of these geographic names (i.e., features), descriptions, and histories.
Example: feature_name: Abercrombie Gulch
GPT-3.5 responds "I'm not aware of a specific location called Abercrombie Gulch in my training data,..." when prompted… See the full description on the dataset page: https://huggingface.co/datasets/cellos/DomesticNames_AllStates_Text.africa-synth-sickle-cell-dataset-all
African Sickle Cell Disease Synthetic Dataset | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-sickle-cell-dataset-all.equivalent-cell-ceaac6
equivalent-cell-ceaac6
Synthetic products test data: 35 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/jessica-anderson97/equivalent-cell-ceaac6.international-celebration-7366b6
international-celebration-7366b6
Synthetic products test data: 39 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… See the full description on the dataset page: https://huggingface.co/datasets/Kestrel-Kai/international-celebration-7366b6.embarrassed-celebration-1a70d8
embarrassed-celebration-1a70d8
Synthetic sensors test data: 49 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… See the full description on the dataset page: https://huggingface.co/datasets/pixelbridge/embarrassed-celebration-1a70d8.celltransformer_materialsclimate-anomaly-cells-50-locations-1990-2024
Climate Anomaly Cells (daily, 50 locations, 1990–2024)
Daily climate anomalies for 50 curated high-exposure urban/rural cells worldwide, 1990-01-01 to 2024-12-31, derived from NASA POWER (GMAO MERRA-2 reanalysis). Each cell has observed daily temperature, precipitation, wind and humidity; smoothed 1991–2020 day-of-year normals; additive anomalies; a hot-day flag; NWS heat index and wind chill; and an illustrative composite stress index. One UTF-8 CSV, 639,200 rows × 39 columns… See the full description on the dataset page: https://huggingface.co/datasets/xquantize/climate-anomaly-cells-50-locations-1990-2024.personalitycelegans_connectome_dataCITATION
Q. Simeon, L. Venâncio, M. A. Skuhersky, A. Nayebi, E. S. Boyden and G. R. Yang, "Scaling Properties for Artificial Neural Network Models of a Small Nervous System," SoutheastCon 2024, Atlanta, GA, USA, 2024, pp. 516-524, doi: 10.1109/SoutheastCon52093.2024.10500049.
This dataset includes graph-based representations of the connectome, with detailed information about neuron positions and synaptic connections, facilitating the development of models that combine structure and function.… See the full description on the dataset page: https://huggingface.co/datasets/qsimeon/celegans_connectome_data.celsius-to-fahrenheitCeLLaTe_statsABX-RM-015_visa_stepwise_cell_wall_thickening-v0.1ABX-RM-015 Vancomycin Intermediate Stepwise
Purpose
Detect stepwise cell wall thickening consistent with VISA emergence.
Core pattern
Staphylococcus aureus
vancomycin exposure
wall_thickness_nm increases through sequential step events
MIC enters VISA range later
autolysis_rate_rel drops during remodeling
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
drug_name… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-015_visa_stepwise_cell_wall_thickening-v0.1.celva.spCorpus d'Etude des Langues Vivantes Appliquées à une Spécialité
license: cc-by-4.0
CeLLaTe_with_vague_statscell-lines-queries-relTo be finished
us-cell-tower-rent-rate-index
license: cc-by-4.0
task_categories:
- time-series-forecasting
- tabular-regression
tags:
- real-estate
- telecommunications
- finance
- infrastructure
pretty_name: U.S. Cell Tower Rent Rate Index
size_categories:
- n<1K
U.S. Cell Tower Rent Rate Index (2025)
Official Dataset maintained by Vertical Consultants and Cell Tower AI.
Dataset Description
The U.S. Cell Tower Rent Rate Index is the authoritative benchmark for tracking cell tower lease rates across the… See the full description on the dataset page: https://huggingface.co/datasets/CellTowerAI/us-cell-tower-rent-rate-index.ABX-RM-008_persister_cell_synchronization-v0.1ABX-RM-008 Persister Cell Synchronization
Purpose
Detect coordinated rises in persister fraction that coincide with kill curve plateaus while MIC stays stable.
Core pattern
persister_frac crosses a wave threshold and stays elevated
kill_log10 gain collapses to a plateau
mic_drug_mg_L stays near baseline
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
drug_name… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-008_persister_cell_synchronization-v0.1.ABX-RM-012_cell_wall_modification_progression-v0.1ABX-RM-012 Cell Wall Modification Progression
Purpose
Detect accumulating cell wall modification before MIC crosses a resistant cutoff and before treatment failure.
Core pattern
stress_index high
cw_mod_index climbs and continues climbing
growth_rate_rel rebounds while MIC stays below cutoff
later MIC crosses resistant_mic_cutoff_mg_L
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-012_cell_wall_modification_progression-v0.1.celex-en-phoneme-sample
CELEX English Phoneme Sample (gated)
A small sample derived from the CELEX Lexical Database of English
(LDC96L14),
used by the phoneme-entropy
library for phoneme-level entropy and informativity analysis.
Gated / restricted. CELEX is licensed by the Linguistic Data Consortium.
This mirror is permissions-only: access is granted manually to users who
already hold a valid CELEX/LDC license for LDC96L14.
Contents
A single CSV, celex_en_sample.csv, with columns:… See the full description on the dataset page: https://huggingface.co/datasets/suchirsalhan/celex-en-phoneme-sample.museumMLOPS_Superkart_HFnhanes_celiac_data