Cause and Effect Video Dataset
Access a commercially produced collection of approximately 6,000 4K video clips capturing clear actions, meaningful movement and visible changes across everyday real-world scenarios. The dataset provides approximately 12 hours of footage covering household activities, sports, food preparation, object interactions, vehicles, creative tasks and physical activities.
Clips are selected for observable progression or transformation, helping models learn relationships between actions, events and resulting visual outcomes. Slow-motion footage and clips with limited visual change are excluded to maintain strong temporal and event-level signal for video understanding and multimodal AI workflows.
Dataset Preview
Representative samples show everyday actions, interactions and physical processes where meaningful movement, progression or visible change can be clearly observed over time.
Representative cause-and-effect video samples showing clear actions, object interactions and visible changes across real-world scenarios.
Key Highlights
- • Approximately 6,000 professionally produced 4K video clips
- • Approximately 12 hours of real-world action and event footage
- • Clear actions with observable visual progression, change or outcomes
- • Household, sports, food preparation, object interaction, vehicle, creative-task and physical-activity coverage
- • Slow-motion footage excluded
- • Clips with limited visual change excluded
- • 4K video captured at 24 fps
- • Clean source video without graphics, captions or overlays
- • Professionally produced and rights-cleared footage
- • Descriptive titles, scene descriptions and keyword metadata
- • Production information, structured categorisation and release documentation
Metadata Fields
Technical Specifications
Dataset Type
Cause and Effect Video Dataset
Content Type
Real-world actions, interactions, event progression and visible changes
Clip Count
Approximately 6,000 clips
Total Duration
Approximately 12 hours
Video Resolution
4K
Frame Rate
24 fps
Production Quality
Professional commercial production quality
Rights Status
Rights-cleared footage
Source Video
Clean video without graphics, captions or overlays
Spoken Language
None
Dialogue
No spoken dialogue
Slow Motion
Excluded
Low-Change Clips
Excluded
Content Coverage
Household activities, sports, food preparation, object interactions, vehicles, creative tasks and physical activities
Metadata
Titles, scene descriptions, keywords, production information, structured categories and release information
Metadata Format
CSV available on request
Licensing, Documentation, and Delivery
Wavebreak Media can provide applicable licensing, provenance, and model or property release information for the footage, with dataset delivery organized around agreed file, metadata, and technical requirements. See our Dataset Licensing & Compliance and Dataset Delivery & Security pages for details on rights documentation, packaging, and secure transfer.
Need Real-World Video Data for Cause-and-Effect AI?
Request access to the Cause and Effect Video Dataset or discuss required actions, event types, visible outcomes, content categories, metadata, licensing and delivery requirements with Wavebreak Media.
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