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Add US DTC YouTube Atlas 2026 dataset#1

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add-dtc-youtube-atlas-2026
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Add US DTC YouTube Atlas 2026 dataset#1
jackguam342-cmd wants to merge 1 commit into
mainfrom
add-dtc-youtube-atlas-2026

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Summary

  • Adds us-dtc-youtube-atlas-2026/ subfolder mirroring us-realtor-youtube-atlas-2026/ structure
  • 277 channels, 5,695 videos pulled from YouTube Data API v3 (snapshot 2026-06-03)
  • Bilingual report (EN/ZH markdown + HTML with language toggle), 6 numbered pipeline scripts, raw aggregate data, 5 charts
  • MIT for code + CC BY 4.0 for report/figures
  • Updates root README projects table

Standalone repo

Also published as standalone: https://github.com/thunderbit-operations/us-dtc-youtube-atlas-2026

Headline findings

  1. Shopify official Add US DTC YouTube Atlas 2026 dataset #1 — 32M views in 16 months, 2.4× #2 Noah Kagan
  2. metrics_finance content median: 52 views (37× lower than tools_ai top bucket)
  3. tools_ai median 1,963 — highest of all 15 content buckets
  4. 77% of channels under 10k subs; median 265 / 377 views

Test plan

  • Verify root README renders with both projects listed
  • Verify us-dtc-youtube-atlas-2026/README.md renders headline + reproducibility steps
  • Spot-check out/analysis_stats.json matches report numbers
  • Confirm no secrets / API keys committed

🤖 Generated with Claude Code

277 channels, 5,695 videos pulled from YouTube Data API v3 (snapshot
2026-06-03). Sibling to the existing us-realtor-youtube-atlas-2026
project. Mirrors that project's structure: bilingual report
(EN/ZH MD + HTML toggle), 6 numbered pipeline scripts, raw aggregate
data, 5 charts, MIT + CC BY 4.0 licenses.

Updates root README projects table.

Standalone repo also available:
https://github.com/thunderbit-operations/us-dtc-youtube-atlas-2026

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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