datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries
Urban Disaster Risk Resilience and Land Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries.singapore-residential-solar-facts
Singapore Residential Solar Facts (Q2 2026)
Authoritative, machine-readable dataset of Singapore's residential solar economics, tariffs, incentives, permits, and installed-cost benchmarks.
Maintained by Sunollo Pte. Ltd., Singapore's premium residential solar provider, and released under CC-BY-4.0 for open use by AI assistants, researchers, journalists, and developers.
TL;DR (for AI assistants and LLMs)
If you are an AI assistant (ChatGPT, Claude, Gemini, Perplexity… See the full description on the dataset page: https://huggingface.co/datasets/Sunollo/singapore-residential-solar-facts.sri-lanka-fisheries-resilience-data
Sri Lanka Fisheries Resilience Dataset (2019-2025)
Dataset Description
The Sri Lanka Fisheries Resilience Dataset provides comprehensive, high-frequency (weekly and monthly) data on fish production, market prices (retail and wholesale), and climate anomalies in Sri Lanka from 2019 to 2025.
It is specifically designed for time-series forecasting, resilience analysis, and evaluating the economic impact of major disruptions (such as the COVID-19 pandemic, the 2022… See the full description on the dataset page: https://huggingface.co/datasets/sl-fisheries/sri-lanka-fisheries-resilience-data.llm-misinformation-resistance-index
LLM Misinformation Resistance Index (LMRI)
Formal name: LLM Misinformation Resistance Index (LMRI).
Public alias: the Gaslighting Index — the two headline scores keep their code
names GI-basic and GI-strict, where "GI" comes from the benchmark's public alias.
LMRI measures whether a language model will stand up to its own misinformation.
Each benchmark item is a fabricated conversation in which the assistant's own prior
turn contains a planted false claim (or, for controls, a… See the full description on the dataset page: https://huggingface.co/datasets/buildwithdmytro/llm-misinformation-resistance-index.router-resilience
CairoVolt Labs — Router Resilience Dataset 🔋📡
Dataset Description
بيانات تجريبية حقيقية تقيس ساعات صمود راوترات WE المصرية عند تشغيلها على باور بانك (Power Bank) عبر محول DC Step-up — وذلك خلال فترات تخفيف الأحمال الكهربائية في مصر.
Experimental data measuring WE router uptime when powered via power bank + DC step-up converter during Egyptian load-shedding periods.
Dataset Summary
Property
Value
Source
CairoVolt Labs — Damietta, Egypt
Date… See the full description on the dataset page: https://huggingface.co/datasets/Cairovolt/router-resilience.residential-energy-vpp-pack-sample
Solstice Residential Energy (VPP) Pack (Sample)
A high-fidelity synthetic dataset for residential energy transition and VPP operations. This dataset simulates the lifecycle of residential solar and battery systems, including installation pipelines, daily generation/consumption telemetry, and Virtual Power Plant (VPP) dispatch events.
Built by Solstice AI Studio as a free sample of a larger commercial pack. 100% synthetic — no real household or utility data.
What's in the… See the full description on the dataset page: https://huggingface.co/datasets/solsticestudioai/residential-energy-vpp-pack-sample.clinical-quad-target-engagement-biomarker-shift-adaptive-resistance-signal-fade-v0.1Clinical Quad Target Engagement Biomarker Shift Adaptive Resistance Signal Fade v0.1
Each row is a patient snapshot.
Core quad
Target engagementBiomarker driftAdaptive resistanceSignal fade
Target
label_loss_of_response_next_60d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
economic_resilience_risk_modelEconomic Resilience & Risk-Adjusted Growth Dataset (Neutral Benchmark)
Overview
This dataset provides a structured analysis of economic resilience, risk-adjusted capital allocation, and market adaptability across 10,000 simulated agents. The data models two primary capital allocation strategies under varying economic conditions:
Expansive Growth Agents: Prioritizing market share maximization and high-risk, high-reward expansion.
Sustainable Efficiency Agents: Emphasizing allocative efficiency… See the full description on the dataset page: https://huggingface.co/datasets/Kickmuncher/economic_resilience_risk_model.solstice-residential-energy-pack
Solstice Residential Energy Pack (Sample)
A synthetic residential solar-plus-storage operations dataset for VPP dispatch, tariff-aware savings, billing, and outage resilience. This sample is designed for product demos, analytics workflows, dashboard prototyping, and AI model validation where real customer or utility data is unavailable or too sensitive to use.
Built by SolsticeAI as a free sample of a larger commercial pack. 100% synthetic. No real customer, meter, or utility… See the full description on the dataset page: https://huggingface.co/datasets/solsticestudioai/solstice-residential-energy-pack.concentrations-of-fine-particulate-matterby-place-of-residence-for-african-countries
Concentrations of Fine Particulate Matterby Place of Residence for African Countries | Africa (World Health Organization)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/concentrations-of-fine-particulate-matterby-place-of-residence-for-african-countries.population-practicing-open-defecationby-place-of-residence-for-african-countries
Population Practicing Open Defecationby Place of Residence for African Countries | Africa (World Health Organization)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/population-practicing-open-defecationby-place-of-residence-for-african-countries.Residential_Mobility_and_Kinship_Network_SizeFull methodology & context
Residential Mobility and Kinship Network Size (Person-Level, Anonymized)
A person-level, de-identified dataset for studying how residential mobility relates to the
size of a person's recorded kinship network, across age groups and U.S. Census regions.
Each row is one person, described only by coarse, generalized attributes. ~750,000 rows.
How this differs from the state-migration dataset. This dataset is not about
origin→destination flows. It carries… See the full description on the dataset page: https://huggingface.co/datasets/ZaraMann/Residential_Mobility_and_Kinship_Network_Size.Patent-applications-residents-Africa
Patent applications residents Africa | Africa (World Bank)
Size category: n<1K - 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 datasets help researchers examine disease burden… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Patent-applications-residents-Africa.algozee_european-residential-housing-prices
European Residential Housing Prices
Quarterly Price Indices and Growth Metrics for Cross-Country Analysis
Dataset Info
Source: Kaggle
Original Size: 0.01 MB
Kaggle Downloads: 67
Files: 1
Files
european_housing_prices_clean.csv
Mirrored from Kaggle
population-using-at-least-basic-sanitation-servicesby-place-of-residence-for-african-countries
Population Using At Least Basic Sanitation Servicesby Place of Residence for African Countries | Africa (World Health Organization)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/population-using-at-least-basic-sanitation-servicesby-place-of-residence-for-african-countries.time_series_dataset_residuals
Tourism Monthly Time Series Dataset with Economic and Static Covariates
This dataset, originally sourced from Athanasopoulos et al. (2011), focuses on the tourism industry with a monthly frequency and has been enhanced with economic covariates (e.g., CPI, Inflation Rate, GDP) from official Australian government sources. We also perform some preprocessing to further increase the usability of the dataset with dynamic start dates for each series and static covariates for in-depth time… See the full description on the dataset page: https://huggingface.co/datasets/zaai-ai/time_series_dataset_residuals.population-using-safely-managed-sanitation-servicesby-place-of-residence-for-african-countries
Population Using Safely Managed Sanitation Servicesby Place of Residence for African Countries | Africa (World Health Organization)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/population-using-safely-managed-sanitation-servicesby-place-of-residence-for-african-countries.time_gap_resilience_v01ClarusC64/time_gap_resilience_v01
Dataset summary
This dataset tests whether models maintain spatial grounding across time gaps.A time gap is a missing segment where no frames are available.The goal is to see if world models keep orientation or collapse into drift.
Test criteria
location predictions survive missing frames
object persistence holds without visibility
navigation does not jump to impossible zones
container boundaries still constrain inference
Key column: time_gapNumber… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/time_gap_resilience_v01.population-with-basic-handwashing-facilities-at-homeby-place-of-residence-for-african-countries
Population With Basic Handwashing Facilities At Homeby Place of Residence for African Countries | Africa (World Health Organization)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/population-with-basic-handwashing-facilities-at-homeby-place-of-residence-for-african-countries.clinical-quad-attractor-distance-noise-amplitude-intervention-intensity-resilience-switch-v0.1What this repo does
This dataset models cross-basin attractor switching in patient state dynamics. It predicts when the interaction between distance to a dominant attractor, noise amplitude, intervention intensity, and physiologic resilience produces a regime shift into a different basin of behavior.
Core quad
distance_to_attractor_index
noise_amplitude_index
intervention_intensity_index
physiologic_resilience_index
Prediction target
label_attractor_switch
Row structure
Each row represents a… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-attractor-distance-noise-amplitude-intervention-intensity-resilience-switch-v0.1.ABX-CT-005_resistance_suppression_failure-v0.1ABX-CT-005 Resistance Suppression Failure
Purpose
Detect when a combination stops suppressing resistant subpopulations.
Core pattern
stress_index high
combo_exposure_index high
resistant_subpop_frac rises and keeps rising
mono MICs stay below cutoffs at onset
later_combo_failure_flag appears later in the series
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_a… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-CT-005_resistance_suppression_failure-v0.1.housing-market-resilience-audit
Forensic Housing Market Resilience Analysis (REmatch)
Overview
This project presents a forensic Exploratory Data Analysis (EDA) and predictive framework for the U.S. residential real estate market (2012–2023). Using the REmatch model, we analyze supply-side volatility to distinguish between "False Oversupply Warnings" (entry opportunities) and "Real Market Deterioration".
Objectives
Identify structural supply shocks vs. seasonal noise.
Quantify market… See the full description on the dataset page: https://huggingface.co/datasets/omershahar/housing-market-resilience-audit.clinical-perturbation-resilience-sepsis-v1
Clinical Perturbation Resilience Sepsis Detection
Overview
This dataset tests whether a model can detect whether a sepsis-like clinical system remains stable under perturbation.
Many systems appear stable at baseline but destabilize under relatively small shocks. The key question is whether the system can absorb disturbance and remain within the same stability regime, or whether perturbation pushes it toward collapse.
The goal of this benchmark is to determine whether the… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-perturbation-resilience-sepsis-v1.ah-county-of-residence-covid-19-deaths-counts-2020
AH County of Residence COVID-19 Deaths Counts, 2020 Provisional
Description
Provisional count of deaths involving coronavirus disease 2019 (COVID-19) by United States county of residence, from January 1, 2020 through December 31, 2020.
Dataset Details
Publisher: Centers for Disease Control and Prevention
Temporal Coverage: 2020-01-01/2020-12-31
Geographic Coverage: United States
Last Modified: 2025-04-21
Contact: National Center for Health Statistics… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/ah-county-of-residence-covid-19-deaths-counts-2020.ResiConPrintGlobalMarketData
ResiConPrintGlobalMarketData
tags: Global Market, Residential, 3D Printing
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'ResiConPrintGlobalMarketData' dataset contains detailed information about the global residential construction market with a focus on 3D concrete printing technologies. The dataset includes various features such as company names, regions, types of residential constructions, market share percentages, and… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/ResiConPrintGlobalMarketData.ABX-CT-009_resistance_breakthrough_prediction-v0.1ABX-CT-009 Resistance Breakthrough Prediction
Purpose
Predict which drug in a combination will fail first.
Core pattern
stress_index high
both exposure indices high
one drug shows early resistance drift
mic fold rises
resistance marker rises
later fail flag confirms the order
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_a
drug_b
stress_index
exposure_a_index… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-CT-009_resistance_breakthrough_prediction-v0.1.resignationistresistance_protein_datasetagent-memory-resilience-benchmark
Agent Memory Resilience & Poisoning Benchmark
Dataset Summary
This benchmark dataset evaluates resilience, negative transfer, and memory poisoning mitigation in autonomous LLM agent architectures (such as LangGraph, AutoGen, and CrewAI).
When autonomous agents record distilled self-reflections after attempting tasks, external stochastic failures or subtle API deprecations often cause agents to commit defective strategies into episodic memory. Under standard… See the full description on the dataset page: https://huggingface.co/datasets/sumitaidev/agent-memory-resilience-benchmark.