datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
utility_driven_predictionnem3-utility-rate-benchmarks-2026
NEM 3.0 Solar & Battery Payback Arbitrage Engine
Empirical benchmark dataset by Groundwork Research (https://gworky.com).
Full interactive decision engine available at: https://gworky.com/tools/nem-3-solar-battery-payback-calculator.
Description
Empirical solar export compensation modeling under California Net Billing Tariff (NEM 3.0) and multi-state Time-of-Use arbitrage structures.
Primary source authority: https://gworky.com/home
africa-egypt-capmas-public-utility-services-city-and-district-council-level-0ce12220
Public Utility Services - City and District Council Level | Africa (CAPMAS Egypt Open Data)
5,952 rows - 1 Africa country/area - 2010-2023 - 128 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 5,952 rows from CAPMAS Egypt Open Data, covering Public Utility Services - City and District Council Level. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-public-utility-services-city-and-district-council-level-0ce12220.queries-utility-baselineafrica-synth-energy-utility-financial-performance-all
Africa Synth Energy Utility Financial Performance All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: energy - 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
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-utility-financial-performance-all.utility-res_gptoss20b_original_1_None_0.7_4096_gpt-4_1-mini-2025-04-14utility-res_gptoss20b_original_1_medium_0.7_4096_gpt-5-mini-2025-08-07clinic-utility
Dataset Card for "clinic-utility"
More Information needed
@inproceedings{larson-etal-2019-evaluation,
title = "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction",
author = "Larson, Stefan and
Mahendran, Anish and
Peper, Joseph J. and
Clarke, Christopher and
Lee, Andrew and
Hill, Parker and
Kummerfeld, Jonathan K. and
Leach, Kevin and
Laurenzano, Michael A. and
Tang, Lingjia and… See the full description on the dataset page: https://huggingface.co/datasets/fathyshalab/clinic-utility.utility-v2-res_gptoss20b_original_1_medium_0.7_4096_gpt-5-mini-2025-08-07utility-v2-res_gptoss20b_original_1_None_0.7_4096_gpt-4_1-mini-2025-04-14utility-v3-res_gptoss20b_original_1_None_0.7_4096_gpt-4_1-mini-2025-04-14utility-v3-res_gptoss20b_original_1_low_0.7_4096_gpt-5-mini-2025-08-07utility-v3-res_gptoss20b_original_1_medium_0.7_4096_gpt-5-mini-2025-08-07utility-res_gptoss20b_original_1_None_0.7_4096_claude-3-haiku-20240307_s-1_e300utility-res_gptoss20b_original_1_medium_0.7_4096_claude-haiku-4-5-20251001_s-1_e400utility-res_gptoss20b_original_1_reasoning_None_0.7_4096_Qwen3-30B-A3B-Thinking-2507_s-1_e300utility-res_gptoss20b_original_1_reasoning_None_0.7_8192_Qwen3-30B-A3B-Thinking-2507utility-v2-res_gptoss20b_original_1_None_0.7_4096_claude-3-haiku-20240307_s-1_e300utility-v2-res_gptoss20b_original_1_medium_0.7_4096_claude-haiku-4-5-20251001_s-1_e400utility-v2-res_gptoss20b_original_1_reasoning_None_0.7_4096_Qwen3-30B-A3B-Thinking-2507_s-1_e300utility-v3-res_gptoss20b_original_1_medium_0.7_4096_claude-haiku-4-5-20251001_s-1_e400utility-v3-res_gptoss20b_original_1_None_0.7_4096_claude-3-haiku-20240307utility-res_gptoss20b_original_1_None_0.7_4096_Qwen_Qwen3-30B-A3B-Instruct-2507_s-1_e100utility-v2-res_gptoss20b_original_1_None_0.7_4096_Qwen_Qwen3-30B-A3B-Instruct-2507_s-1_e100utility-v2-res_gptoss20b_original_1_reasoning_None_0.7_8192_Qwen3-30B-A3B-Thinking-2507utility-v3-res_gptoss20b_original_1_None_0.7_4096_claude-3-haiku-20240307_s-1_e300utility-v3-res_gptoss20b_original_1_reasoning_None_0.7_4096_Qwen3-30B-A3B-Thinking-2507_s-1_e300utility-v3-res_gptoss20b_original_1_reasoning_None_0.7_8192_Qwen3-30B-A3B-Thinking-2507utility-v3-res_gptoss20b_original_1_high_0.7_1024_gpt-5-mini-2025-08-07_s600_e-1utility-v3-res_gptoss20b_original_1_None_0.7_4096_Qwen_Qwen3-30B-A3B-Instruct-2507_s-1_e100