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Massive Global Video Datasets with PB-Scale Fast Delivery

17 billion indexed video URLs, continuously refreshed, with 8–10 PB delivered daily. Choose from ready-to-use datasets, dedicated crawling servers, or programmatic API access.

  • Structured fields for metadata, channels, comments, and engagement
  • Ready-to-use datasets, custom crawling, or API access
  • Delivery in JSON, CSV, NDJSON, or Parquet

Custom coverage · fields · refresh cadence — tailored quote within 1 business day

Multi-platform video dataset coverage and delivery overview
17BIndexed video URLs
8–10 PBDaily delivery capacity
700M+Independent channels
99.9%Delivery reliability
Trusted by 10,000+ customers worldwide

What the Video Dataset Can Deliver?

From video links and structured fields to optional media content, understand more clearly what the dataset includes and how it can be used.

Media Content

Depending on the dataset scope and delivery model, media-related content and supporting assets can be provided for content understanding, training data preparation, and multimodal analysis.

Raw MediaAudio LayerSubtitle TrackFormat Options

Structured Metadata

Use structured fields such as title, channel, publish time, engagement metrics, tags, and descriptions for analysis, retrieval, monitoring, and model-ready workflows.

Schema ReadyMetadata FieldsEngagement DataPublish Signals

Video References

Use video URLs, video IDs, and channel-linked references to identify and organize records for more flexible dataset management, filtering, and future expansion.

Canonical URLPlatform IDChannel ReferenceSource Mapping

Three flexible delivery models

Take delivery as ready-to-use datasets, run a dedicated crawling server, or access the data via API — whatever fits your stack.

Recommended

Ready-to-Use Datasets

Pre-structured data ready for analytics and business workflows.

  • We collect, clean, and structure the data for you
  • Preview structured samples, then receive delivery to S3, GCS, or your preferred destination
  • No collection, scheduling, or infrastructure maintenance required
Get Sample

Custom Crawling Service

Custom collection for your target coverage.

  • Define the platforms, fields, and coverage you need
  • Collect data using your own URLs or target lists
  • Managed collection and delivery for ongoing projects
Talk to an expert

API Data Access

Query and retrieve data on demand. Real-time, flexible integration

  • Retrieve fresh data programmatically when needed
  • Filter by fields, platform, location, and more
  • Connect data directly to your existing workflow
Talk to an expert

From Raw Links to Structured Records

From video URLs and identifiers to fully structured fields, every layer of data is organized in a clear and consistent format.

seed.json — inputJSON
{
"channel_id": "UCxyz123AbcDefGhiJklMnoPqr",
"url": "https://www.youtube.com/@demo_channel_9988",
"handle": "@demo_channel_9988"
}
record.json — outputJSON
{
"url": "https://www.youtube.com/@demo_channel_9988",
"handle": "@demo_channel_9988",
"channel_id": "UCxyz123AbcDefGhiJklMnoPqr",
"name": "Demo Creator Channel",
"profile_image": "https://yt3.googleusercontent.com/ytc/ADemoFakeAvatarSample=s160-c-k-c0x00ffffff-no-rj",
"banner_img": null,
"subscribers": 126,
"created_date": "2026-07-15T00:00:00.000Z",
"top_videos": [
{
"image_url": "https://i.ytimg.com/vi/demoVid789XYZ/hqdefault.jpg",
"posted_time": "2 years ago",
"title": "Demo Sample Video | Game Highlight Clip",
"video_url": "https://www.youtube.com/watch?v=demoVid789XYZ",
"views": 1250
}
]
}
Available formats
JSONCSVParquet

All formats include the same structured fields

Delivered to Your Existing Environment

Send structured datasets directly to the cloud storage, database, or integration endpoint your team already uses, in the way that best fits your workflow.

Delivery to:
Amazon S3Azure BlobGoogle Cloud StorageSFTPWebhookDirect API
Formats:
JSONCSVParquet
Dataset delivery routes to cloud storage, databases, and APIs

Enterprise Delivery and Compliance, Built In

From coverage, freshness, and delivery flexibility to public sourcing, account governance, and enterprise support, everything is designed for real business environments.

Broad Coverage

Multi-platform public web data coverage.

Continuously Refreshed

Keep datasets current through stable refresh cycles.

Flexible Delivery

Multiple delivery paths and output formats.

Public Data, Responsibly Sourced

Built from public sources for smoother review.

Secure Access and Governance

Reduce misuse risk and improve stability.

SLA-Backed Enterprise Support

Support onboarding and scale with confidence.

How Video Datasets Support Real Business Workflows

Content Trend Research

Analyze topics, publish timing, engagement changes, and trending tags across platforms to identify rising themes, content opportunities, and audience shifts.

AI Data Preparation

Use video metadata, comments, captions, and channel information as structured inputs for model training, retrieval workflows, knowledge construction, and automated analysis.

Creator and Channel Intelligence

Track channel size, publishing frequency, content direction, and engagement performance to evaluate creator value, shortlist partners, and monitor channel growth over time.

Ready to Evaluate a Video Dataset?

Start with a sample, then choose the coverage, fields, and delivery model that best fit your needs.

Get Sample

Frequently asked questions

What types of data are included in the YouTube datasets?

Each dataset contains ethically sourced, AI-ready content backed by verified creator consent. You will receive transcripts, subtitles, video and audio files, along with rich metadata—including upload date, view counts, and channel details.