datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-synth-malaria-intervention-coverage-effectiveness-all
Africa Synth Malaria Intervention Coverage Effectiveness All | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-malaria-intervention-coverage-effectiveness-all.instructor-effectiveness
Instructor Effectiveness Dataset
Description
This dataset is used for exploratory data analysis (EDA)
and machine learning-based analysis of instructor effectiveness.
Contents
Instructor Effectiveness.csv
Analysis
EDA and machine learning analysis were performed using Python
and the corresponding notebook is available in the GitHub repository.
Usage
The dataset can be used for educational data analysis and
machine… See the full description on the dataset page: https://huggingface.co/datasets/Tanny001/instructor-effectiveness.twitter_effectiveness
Dataset Card for Counter-speech effectiveness in Twitter Dataset
Dataset Details
We developed a theoretical framework grounded in linguistics, argumentation, rhetoric, and communication theories to evaluate counter-speech
effectiveness. The framework includes six key dimensions: Emotional Appeal, Audience Adaptation, Clarity, Effectiveness, Rebuttal, and Fairness.
We use our framework to annotate the six dimensions on two existing datasets: CONAN (Chung et al., 2019), and… See the full description on the dataset page: https://huggingface.co/datasets/grexit-d/twitter_effectiveness.ABX-CS-008_pediatric_dosing_effectiveness_decay-v0.1ABX-CS-008 Pediatric Dosing Effectiveness Decay
Purpose
Detect early pediatric dosing decoupling when weight-based dosing no longer predicts exposure and response.
Core pattern
severity_index high
dose_mg_per_kg_per_day is near expected
pediatric_coherence_index drops
exposure_shortfall_vs_expected stays high
efficacy_shortfall_vs_expected stays high
symptom_nonresponse_vs_expected stays high
later_dose_escalation_or_abx_change_or_prolonged_admission_flag appears
Files
data/train.csv… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-CS-008_pediatric_dosing_effectiveness_decay-v0.1.conan_effectiveness
Dataset Card for Counter-speech effectiveness in CONAN
Dataset Details
We developed a theoretical framework grounded in linguistics, argumentation, rhetoric, and communication theories to evaluate counter-speech
effectiveness. The framework includes six key dimensions: Emotional Appeal, Audience Adaptation, Clarity, Effectiveness, Rebuttal, and Fairness.
We use our framework to annotate the six dimensions on two existing datasets: CONAN (Chung et al., 2019), and the… See the full description on the dataset page: https://huggingface.co/datasets/grexit-d/conan_effectiveness.