datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sms-spam-enriched
SMS Spam Enriched Dataset
An enriched version of the classic SMS Spam Collection Dataset from UC Irvine with additional engineered features and semantic embeddings.This dataset is designed for spam detection, feature engineering experiments, and model interpretability research.
Dataset Overview
Total samples: 5,171
Classes:
0: Ham (non-spam)
1: Spam
Enrichments Added
Alongside the raw SMS text (sms) and labels (label), we engineered multiple new… See the full description on the dataset page: https://huggingface.co/datasets/GenAIDevTOProd/sms-spam-enriched.africa-smishing-sms-phishing
SMS Phishing / Smishing (Africa) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet, optimized-parquet - Sector: governance_security - 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/africa-smishing-sms-phishing.africa-synth-telecom-voice-data-sms-usage-patterns-nigeria
Africa Synth Telecom Voice Data Sms Usage Patterns Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: technology_digital - 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/africa-synth-telecom-voice-data-sms-usage-patterns-nigeria.kinshield-sms-20260917
Kinshield SMS — 20260917
Artifacts SFT mới nhất: train của campaign Sonnet corrective284-r01 và hai tập OOD theo test-only gold revision label_review001.
Split
Requests
Parents
train
77,358
25,786
test_ood_scenario
384
128
test_ood_entity
384
128
Hai tập OOD đều có 192 mẫu VI và 192 mẫu EN. Không trùng request ID, parent ID hoặc input sms+evidence giữa ba splits. Dev không nằm trong gói này theo phạm vi export.
Contract
Giữ nguyên JSONL và… See the full description on the dataset page: https://huggingface.co/datasets/jacky-qualgo/kinshield-sms-20260917.SMSSpamSentiment
SMSSpamSentiment
tags: sentiment analysis, spam detection, machine learning
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'SMSSpamSentiment' dataset is a collection of SMS messages labeled with the sentiment of the content, where each message is either classified as 'spam' or 'ham' (non-spam). The dataset includes columns for the SMS message text and a label indicating the sentiment. For this dataset, labels are binary… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/SMSSpamSentiment.sms_spam_datasethanoi-red2rightThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 50,
"total_frames": 5550,
"total_tasks": 1,
"total_videos": 150,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/smsl-project/hanoi-red2right.sms-ensemble-fittingsms_spamafrica-morocco-trafic-sortant-de-la-voix-et-des-sms-abc638e2
Trafic Sortant De La Voix Et Des Sms | Africa (Morocco Open Data)
228 rows - 1 Africa country/area - 2006-2024 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 228 rows from Morocco Open Data, covering Trafic Sortant De La Voix Et Des Sms. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-trafic-sortant-de-la-voix-et-des-sms-abc638e2.test_datasetsmstourism
Multilingual Hierarchical Points of Interest (POI) with Portal Descriptions
Dataset Summary
This dataset contains fully localized Points of Interest (POIs) enriched with parallel multi-lingual text descriptions, structural operational categories, and deep geographic hierarchical assignments. It provides complete string translations across Greek (EL), English (EN), and Bulgarian (BG).
Beyond core structural indexing, this dataset includes long-form portal… See the full description on the dataset page: https://huggingface.co/datasets/ilsp/smstourism.