datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
jax-gcm-data
jax-gcm boundary conditions and emissions
Input data for jax-gcm
(jcm), a fully differentiable atmospheric GCM in JAX. Two tiers:
products/ — grid-independent source products
store
contents
source
ceds_anthro.zarr
anthropogenic SO2/BC/OC/NH3 flux, sector-summed, 0.5°, monthly 1850–2023 + PI (1850–59) / PD (2005–14) climatologies
CEDS-CMIP-2025-04-18 (input4MIPs CMIP7)
bb4cmip7.zarr
open-burning SO2/BC/OC/NH3 flux, 0.25°, monthly 1850–2023 + PI/PD… See the full description on the dataset page: https://huggingface.co/datasets/climate-analytics-lab/jax-gcm-data.f1-analytics-datazinfer-data
zinfer data
Everything zinfer uses for decision making: vendor datasheets, papers used as a reference.
Layout
Path
Holds
raw/datasheets/<part>/
Vendor PDFs, original filename kept
raw/papers/
Downloaded papers, original filename kept
raw/<topic>/
Anything else pulled from outside, unmodified
clean/<topic>/
Derived artifacts, extracted tables, transcribed figures, parsed markdown
Licensing
The PDFs are redistributed vendor and… See the full description on the dataset page: https://huggingface.co/datasets/zal-analytics-core/zinfer-data.Data-Analytics-Digital-Marketing-Project-Management-QA_DBipl-analytics-datasecurity-behavior-analytics-data
Security Behavior Analytics — Synthetic IAM Behavior Dataset
100% synthetic anonymized enterprise IAM/access behavior events for UEBA cohort and peer analysis research.
Schema
Field
Type
Description
user_id
string
Synthetic user identifier (USR-XXXXX)
department
string
Organizational department
timestamp
string
ISO 8601 event timestamp
event_type
string
login, file_download, resource_access, etc.
device
string
Windows Laptop, MacBook, VDI… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/security-behavior-analytics-data.large-scale-log-analytics-hdfs-datatexas-teks-ultimate-real-data-enhanced-performance-analytics
Texas TEKS Performance Analytics - Real Data Metrics
📋 Dual Licensing Model - Legal Framework
Based on software-legal-counsel agent recommendation for balancing public educational access with commercial attribution requirements.
⚖️ License Selection Guide
This dataset uses a dual licensing model to maximize educational accessibility while ensuring appropriate commercial attribution:
🎓 Educational/Research Use: CC BY 4.0
Use this license if you are:… See the full description on the dataset page: https://huggingface.co/datasets/RobworksSoftware/texas-teks-ultimate-real-data-enhanced-performance-analytics.autotrain-data-analytics-intent-reasoning
AutoTrain Dataset for project: analytics-intent-reasoning
Dataset Description
This dataset has been automatically processed by AutoTrain for project analytics-intent-reasoning.
Languages
The BCP-47 code for the dataset's language is zh.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"text": "\u9500\u552e\u91d1\u989d\u7684\u540c\u6bd4",
"target": 1
},
{
"text":… See the full description on the dataset page: https://huggingface.co/datasets/paiyun-huang/autotrain-data-analytics-intent-reasoning.SymbolicGPTAnalytics_Vidhya_Free_Course_Dataenglish-introduction-to-data-analytics-30Urban_Data_Analyticsdataanalytics