dynamoi_get_youtube_channel_data
shallowio.github.getDynamoi/dynamoi · Verify this server
Use this for data science on an artist's own connected YouTube channel: daily rows straight from the YouTube Analytics warehouse, paged. Pick one dataset: channel_daily (views, watch time, subscribers gained and lost, likes, shares, playlist starts, estimated revenue, ad revenue, gross revenue, monetized playbacks, CPM and playback-based CPM), video_daily (per-video metrics with titles; filter with videoIds), country_daily, traffic_source_daily, search_term_daily (YouTube search terms for the whole channel), subscribed_status_daily, device_daily, operating_system_daily, playback_location_daily, creator_content_type_daily, or video_catalog (video titles and publish dates). traffic_source_daily rows with source ADVERTISING carry trafficClass=paid and every other source carries trafficClass=organic, but that label only groups sources and is not organic proof: ad clicks that land in a playlist are credited mostly to PLAYLIST and SUBSCRIBER, so trafficClass=organic rows include ad sessions. Organic lift is growth in sources ads do not touch (YT_SEARCH, RELATED_VIDEO, browse features) or lift that persists after spend stops. Data is observed on the channel, not attributed to any campaign; compare periods yourself and use the campaigns block (dates, strategy, promoted videos) as context. YouTube data arrives about 2-3 days late and revenue can lag further: check coverage before comparing, and treat placeholderDays and missingDays as unknown, never zero. Not available yet: audience demographics, per-video traffic sources and per-video search terms. Needs a connected channel; a channel that must be reconnected is refused. Returns no ad spend. Before judging a campaign's strategy, read the strategyGuide from dynamoi_get_campaign. Page with nextCursor; format=summary returns only the summary and coverage.
1 trials · measured 1 day ago
dynamoi_get_youtube_channel_data scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.getDynamoi/dynamoi, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- gated
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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