datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tiktok-video-engagement-200k
TikTok Creator and Video Engagement (200K)
This release contains 209,543 TikTok videos from 1,872 creators with daily engagement and follower statistics, covering videos posted from 2024-06-24 to 2024-11-09.
The release contains derived video-content fields. Audio transcripts, screenshots, textual data, and music metadata were used to generate short video summaries; topic labels and emotion scores were then derived from those summaries using machine learning models. These… See the full description on the dataset page: https://huggingface.co/datasets/lingbow/tiktok-video-engagement-200k.tiktok-video-engagement-1m
TikTok Creator and Video Engagement (1M)
This release contains 1,035,817 TikTok videos from 4,926 creators with daily engagement and follower statistics, covering videos posted from 2024-06-09 to 2025-03-20.
Github: https://github.com/lingbowzd/tiktok-creator-video-trend-data
Cite this dataset: When does Trend-following Pay off? Evidence from Trending Content and Hashtag use
Uses
This dataset supports research on TikTok creator behavior, content strategy, trend… See the full description on the dataset page: https://huggingface.co/datasets/lingbow/tiktok-video-engagement-1m.instagram-engagement-edaaliiihussain_social-media-viral-content-and-engagement-metrics
Social Media Viral Content & Engagement Metrics
What Makes Content Go Viral? Engagement, Sentiment, and Social Trends Dataset
Dataset Info
Source: Kaggle
Original Size: 0.07 MB
Kaggle Downloads: 1,836
Files: 1
Files
social_media_viral_content_dataset.csv
Mirrored from Kaggle
tg-ru-engagement
📨 Telegram Russian Posts — Engagement Dataset
Коллекция русскоязычных постов из Telegram-каналов с метриками вовлечённости (просмотры, репосты). Датасет предназначен для задач fine-tuning языковых моделей, предсказания вирусности и классификации контента.
Dataset Summary
Язык
Русский
Записей
70 448
Период
Октябрь 2021 — Июль 2026
Источник
Telegram-каналы (парсинг)
Средняя длина текста
274 символа
Медиана просмотров
145 109
Макс.… See the full description on the dataset page: https://huggingface.co/datasets/ru-dataset/tg-ru-engagement.Website_Traffic_and_Engagementtiktok-engagement-index
TikTok Engagement Index — engagement rate by niche
An open dataset of TikTok engagement rates across 13 content niches, measured from 4,509 public videos (each with 10,000+ views) in 2026.
Headline: Education content engages hardest (16.5% mean engagement rate); Tech trails at 5.9% — nearly 3× lower. The median video across all niches sits at 10.6%.
Engagement rate = (likes + comments + shares + saves) / views, computed per video.
📊 Interactive study & chart:… See the full description on the dataset page: https://huggingface.co/datasets/crawlora-net/tiktok-engagement-index.tiktok-video-engagement-200k
TikTok Creator and Video Engagement (200K)
This release contains 209,543 TikTok videos from 1,872 creators with daily engagement and follower statistics, covering videos posted from 2024-06-24 to 2024-11-09.
The release contains derived video-content fields. Audio transcripts, screenshots, textual data, and music metadata were used to generate short video summaries; topic labels and emotion scores were then derived from those summaries using machine learning models. These… See the full description on the dataset page: https://huggingface.co/datasets/sharpknife/tiktok-video-engagement-200k.NetFlix-Imdb-Engagements-Filmstiktok-video-engagement-200k
TikTok Creator and Video Engagement (200K)
This release contains 209,543 TikTok videos from 1,872 creators with daily engagement and follower statistics, covering videos posted from 2024-06-24 to 2024-11-09.
The release contains derived video-content fields. Audio transcripts, screenshots, textual data, and music metadata were used to generate short video summaries; topic labels and emotion scores were then derived from those summaries using machine learning models. These… See the full description on the dataset page: https://huggingface.co/datasets/thanhdd1/tiktok-video-engagement-200k.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
legal-engagement-letter-scope-fee-communication-coherence-risk-v0.1What this dataset does
You receive
scope text
exclusions
fee basis
objective
later work
client comms
You decide
coherent
or
incoherent
Daily use
scope drift detection
fee term mismatch detection
missing variation letter risk
Motivation_Employee_Engagement_Content_1
Motivation Employee Engagement Content 1
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Motivation_Employee_Engagement_Content_1.top_engagement-4_groups-lemma-unbalanced-1y-20k_per_groupThe-AI-Thread-Engagement
AI Thread Engagement Rate Predictor Dataset
This dataset contains a real-world, manually collected sample of 14 threads posted on X (formerly Twitter) under this account between September 2024 and January 2025.
Despite its small size, it is an authentic dataset with real engagement metrics, making it ideal for small-scale experiments, educational purposes, and exploratory analysis of how post features influence engagement.
📌 Purpose
The dataset is designed to help… See the full description on the dataset page: https://huggingface.co/datasets/PulkitSahu/The-AI-Thread-Engagement.student-engagement-and-performanceengagement_minutes
📦 ENGAGEMENT MINUTES
Este dataset fue generado completamente de manera sintética, empleando:
Modelos estadísticos en Python
Algoritmos probabilísticos personalizados
Modelos de inteligencia artificial para añadir variabilidad y comportamientos realistas
No contiene datos personales ni información proveniente de individuos reales.
Su propósito es estrictamente educativo, académico, experimental y de investigación.
📝 Dataset Summary
Este dataset contiene datos… See the full description on the dataset page: https://huggingface.co/datasets/hpestrellag/engagement_minutes.Netflix-Imdb-Engagement-Match-TVlegal-engagement-letter-scope-fee-assumption-coherence-risk-v0.1What this dataset does
You receive
client request
scope
exclusions
fee model
assumptions
later work
variation record
You decide
coherent
or
incoherent
Daily use
scope creep detection
fee dispute prevention
engagement QC
africa-who-risk-communication-and-community-engagement
Africa — WHO GHO: Risk communication and community engagement (RCCE) | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-risk-communication-and-community-engagement.africa-morocco-liste-des-engagements-des-departements-ministeriels-e386152f
Liste Des Engagements Des Departements Ministeriels | Africa (Morocco Open Data)
338 rows - 1 Africa country/area - 2017-2021 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 338 rows from Morocco Open Data, covering Liste Des Engagements Des Departements Ministeriels. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-liste-des-engagements-des-departements-ministeriels-e386152f.mobile_app_engagementMotivation_Employee_Engagement_Content_2
Motivation Employee Engagement Content 2
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Motivation_Employee_Engagement_Content_2.facebook_engagement_data
Dataset Card for "facebook_engagement_data"
More Information needed
Stakeholder_Management_Engagement_Theory
Stakeholder Management Engagement — Theory
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Stakeholder_Management_Engagement_Theory.africa-morocco-liste-des-engagements-des-departements-ministeriels-237f714d
Liste Des Engagements Des Departements Ministeriels | Africa (Morocco Open Data)
2,067 rows - 1 Africa country/area - 2021-2024 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,067 rows from Morocco Open Data, covering Liste Des Engagements Des Departements Ministeriels. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-liste-des-engagements-des-departements-ministeriels-237f714d.top_engagement-4_groups-soft_preprocessing-unbalanced-1y-20k_per_groupeurope-who-risk-communication-and-community-engagement
Risk communication and community engagement (RCCE) | Europe (WHO GHO)
🇪🇺 125 observations · 42 Europe countries · 2021–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 125 observations of Risk communication and community engagement (RCCE) data across 42 Europe countries, spanning 2021–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-risk-communication-and-community-engagement.africa-morocco-engagements-envers-les-autres-secteurs-residents-dec-2001-3dbbb9c9
Engagements Envers Les Autres Secteurs Residents Dec 2001 | Africa (Morocco Open Data)
23 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 23 rows from Morocco Open Data, covering Engagements Envers Les Autres Secteurs Residents Dec 2001. 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-morocco-engagements-envers-les-autres-secteurs-residents-dec-2001-3dbbb9c9.asia-who-risk-communication-and-community-engagement