# schema_version

created_at: 2026-04-25T00:00:00.000Z
description:
  Longitudinal storage tables (source_activation_log, channel_phase_log, summary_traffic_daily_history) so daily history survives rebuilds.


created_at: 2026-04-26T00:00:00.000Z
description:
  Owner-mode F-tier tables: summary_video_subscribed, summary_channel_country_trailing30, summary_channel_device.


created_at: 2026-04-26T00:00:01.000Z
description:
  pre_publish_stub flag on video_daily / traffic_daily — flags rows where date < published_at so summary aggregations can exclude them.


created_at: 2026-04-26T00:00:02.000Z
description:
  ctr_confidence tier (noise / low / medium / high) + unattributed_impressions on video_daily, traffic_daily and summary_video.


created_at: 2026-04-26T00:00:03.000Z
description:
  Day-3 / Day-7 cohort columns + velocity (days_to_first_*) + peak_views_day/value + late_growth_pct on summary_video.


created_at: 2026-04-26T00:00:04.000Z
description:
  imp_to_view_ratio + avd_drift_sec + source_hhi on summary_video; imp_to_view_ratio_median on summary_channel.


created_at: 2026-04-26T00:00:05.000Z
description:
  ctr_quadrant column on summary_video (winner / clicked-not-watched / watched-not-clicked / quiet / noise) with median_video_ctr + median_video_retention on summary_channel as the crosshairs.


created_at: 2026-04-26T00:00:06.000Z
description:
  Rolling 7d / 28d columns (views, watch_min, impressions, weighted_ctr) on summary_channel_daily; new summary_channel_source_share_daily long-format table.


created_at: 2026-04-26T00:00:07.000Z
description:
  source_diversity_score + top_video_share_7d + top3_video_share_7d + top_video_id_7d + videos_with_zero_views_7d + quiet_inventory_pct columns on summary_channel_daily.


created_at: 2026-04-26T00:00:08.000Z
description:
  date-only indexes on video_daily and traffic_daily so date-range scans no longer fall back to a full table scan.


created_at: 2026-04-27T00:00:00.000Z
description:
  Impression-weighted CTR formula (SUM(impressions * ctr) / SUM(impressions)) on summary_video.day3_ctr / day7_ctr and summary_traffic_daily_history.weighted_ctr — replaces the views/impressions shortcut so cohort and per-day source CTR match the canonical weighted_ctr definition.


created_at: 2026-04-27T00:00:01.000Z
description:
  pre_publish_stub filter applied to source_activation_log and summary_traffic_daily_history build SELECTs — longitudinal storage tables now exclude pre-publish stub rows so trip events on /traffic/[sourceId] and the Spine no longer reflect zero-view pre-publish dates.


created_at: 2026-04-27T00:00:02.000Z
description:
  Foreign-key constraints on junction tables (video_daily, traffic_daily, video_era, summary_video, summary_era, summary_traffic, summary_channel_traffic, summary_traffic_daily, summary_traffic_top_videos, source_activation_log, summary_traffic_daily_history, summary_channel_source_share_daily, summary_video_country, summary_video_subscribed) — orphan video_id / traffic_source_id rows now raise SQLite errors when a writer enables PRAGMA foreign_keys. The dashboard read-only client opens the DB with PRAGMA foreign_keys = ON for belt-and-suspenders enforcement.


created_at: 2026-04-27T00:00:03.000Z
description:
  Covering index idx_traffic_daily_source_date on traffic_daily(traffic_source_id, date) — homepage Browse-impression activity card now uses an index SEARCH instead of a full traffic_daily scan (~91k rows on a 200-video fixture).


created_at: 2026-04-27T00:00:04.000Z
description:
  Covering index idx_insight_snapshot_cat_date on insight_snapshot(insight_category, snapshot_date) — detectShapeChange and any future category-scoped snapshot lookup now use an index SEARCH instead of falling back to idx_snapshot_date and re-checking insight_category row by row.


created_at: 2026-04-27T00:00:05.000Z
description:
  Owner-mode tables (summary_video_country, summary_video_subscribed, summary_channel_country_trailing30, summary_channel_device) suppressed by default; pass --include-owner-tables to emit them. Stage-1 public deploys ship without these tables; the dashboard read helpers hard-assert NEXT_PUBLIC_OWNER_MODE=true as defense-in-depth. The legacy --show-channel-name flag is removed.


created_at: 2026-04-27T00:00:06.000Z
description:
  Coarsened publish_date and duration_seconds in default builds so the public DB cannot be cross-referenced to identify the channel: video.published_at and summary_video.published_at snap to YYYY-MM-01; video.duration_seconds and summary_video.duration_seconds snap to one of eight bucket lower bounds (0/60/180/360/600/1200/1800/3600). Coarsening runs as a final UPDATE pass after all derived columns (day3/day7 cohorts, days_to_first_*, peak_views_day, summary aggregates) are computed against precise values, so build-time math is unaffected. Owner-mode rebuilds with --show-precise-metadata skip the UPDATE and preserve full precision.


created_at: 2026-04-27T11:00:00.000Z
description:
  Count consistency across surfaces. summary_channel.total_public_videos now counts videos with published_at <= latest_data_date (the reporting cutoff) instead of joining through video_daily, so videos published right at/after the cutoff stop being silently dropped from the count. summary_channel.total_days_tracked now derives from (latest_data_date - first_video_date + 1) so the days span and the public-video count align by construction for daily posters. summary_channel_daily.cumulative_videos_live is recomputed from precise source-side publish dates instead of the noisy data-api channel_snapshot.video_count, and two new columns most_recent_video_id (TEXT) and days_since_last_publish (INTEGER) let the dashboard render per-date "videos live" + "Video N is X days old" without recomputing from coarsened video.published_at (CLOSE-B-51 silently broke that path).


created_at: 2026-04-27T12:00:00.000Z
description:
  Reverts V23 (CLOSE-B-51) coarsening of video.published_at and summary_video.published_at to YYYY-MM-01. The collapse to first-of-month broke the cadence detector (every channel misclassified as "schema-ambiguous"), the per-date predicates in the dashboard, and the publish-date scatter (every dot landed on a single vertical line); the privacy gain was marginal because per-video age is already exposed via days_tracked, view trajectories, and the timeline. duration_seconds bucketing remains in place — it carries genuine de-anonymization risk (a precise integer-second runtime is rare enough to be fingerprintable) without the downstream collateral. The --show-precise-metadata flag still toggles the duration bucketing for owner-mode rebuilds.


created_at: 2026-04-28T00:00:00.000Z
description:
  A-01 — Country tables default-public. The two tables (summary_video_country, summary_channel_country_trailing30) now ship in default builds, with --coarsen-country-mix on so countries below 5% share collapse to "OT" (Other). The owner-mode flag still suppresses summary_video_subscribed plus summary_channel_device. The country dimension on its own does not deanonymize an English-language channel (top countries cluster around US/IN/GB/CA on essentially every channel); the prior owner-mode gate hid the most diagnostic dimension in the dataset.


created_at: 2026-04-28T01:00:00.000Z
description:
  A-02 + A-03 — Daily country tables and country_activation_log. summary_video_country_daily (per-(video, country, date)) and summary_channel_country_daily (per-(date, country)) ship in default builds, populated from reporting_video_metric with cutoff and pre-publish guards. The daily resolution unlocks per-video country stream charts on /videos/[id] and the channel country river on /traffic; downstream slices read these tables for activation logs, audience-swap detection, and per-country sub-funnel cohorts. Long-tail rows below the 5% per-video share threshold collapse into the same "OT" bucket the lifetime tables use. A-03 layers the country_activation_log table (per-(video, country) first-active and first-meaningful >= 5 views dates) on top, plus a first_country_view channel_timeline event (one per country the channel has reached, significance 50) so the Story dispatcher can render geographic-reach milestones once A-27 wires it.


created_at: 2026-04-28T02:00:00.000Z
description:
  A-04 — Country composites on summary_video. Five derived columns (country_hhi, dominant_country_code, dominant_country_share, country_concentration_with_weak_retention, country_audience_match_score) populated by a post-summary pass over the coarsened summary_video_country rows. HHI mirrors source_hhi shape (sum of squared shares × 10000); the concentration boolean fires when one country holds >= 40% share of a video and that country watches >= 30% shorter than the video overall; the match score is the cosine similarity between this video distribution and the channel-wide well-retaining country distribution (countries weighted by views from videos retaining at or above the channel median). Pairs the country dimension with the existing source_hhi to characterize concentration on two independent axes; the geographic-concentration detector now reads the persisted boolean instead of recomputing per-insight.


created_at: 2026-04-28T03:00:00.000Z
description:
  A-05 + A-06 — Lifecycle daily classifier and stage-transition timeline. A-05 ships the new video_stage_daily table (per-(video, date), one of nine stages: pre_publish / debut / growth / peak / tail / quiet / re_emerged / zombie / dormant) populated by a deterministic JS pass over video_daily anchored on summary_video.peak_views_day. Eight new columns on summary_video persist the latest stage (lifecycle_stage), the per-stage day spans (days_in_growth, days_in_peak, days_in_tail), the time from peak to half-of-peak rolling views (tail_half_life_days), and three survives-day-N flags (survives_day_7 / 14 / 30) gated on cumulative views at day N reaching the channel-median cumulative views at the same day. A-06 layers a stage_transition channel_timeline event type on top — emitted from diff of consecutive video_stage_daily rows, filtered to meaningful transitions only (any transition INTO re_emerged / zombie / dormant, any transition OUT of quiet, plus peak -> tail) — and adds three detectors that read the persisted stages: zombie-impressions, dormant-video, and channel-level video-re-emergence. Eight columns plus the transition events let the catalog grid read current stage and trajectory health without touching video_daily; downstream slices (A-23 StageChip, A-27 story dispatcher, A-29 video timeline strip) read these directly.


created_at: 2026-04-28T04:00:00.000Z
description:
  A-08 — Channel-scope co-movement events and anomaly composite scaffolding. Two new channel_timeline event types ship on default builds: multi_video_activation (a day where three or more videos each ran at or above 2x their prior 7-day rolling mean views) and cohort_lift (an ISO-week publish cohort whose median trailing-7-day views climbed at least 30 percent over the prior week while older cohorts stayed flat within plus-or-minus 10 percent). Two new detectors (multi-video-activation, cohort-lift) emit the same patterns as Insight objects routed through the existing emerging_signal slot via evidence.shape. summary_channel_daily gains the anomaly_score_composite REAL column; the column stays NULL on default builds until A-12 ships the metric_zscore_daily table that populates it (sum of absolute z-scores across tracked metrics per date). The Opening rail container exposes the data-testid="anomaly-marker-rail" hook so the smoke gate can catch a SQL-join-key class of regression at build time even before A-12 lands.


created_at: 2026-04-28T05:00:00.000Z
description:
  A-09 — Channel temperature and country diversity. summary_channel_daily gains two new REAL columns: temperature_score (a 0..100 weighted blend of trailing CTR, AVD, sub-rate, source diversity, and library activity z-scores against the prior 90-day baseline; 50 reads as the channel's own normal, 60 as a warmer week than typical for this channel, 40 as a cooler week than typical) and country_diversity_score (Simpson form 1 - sum(share^2) over the per-date top-country shares from summary_channel_country_daily). Both columns require at least 35 days of baseline; below that they stay NULL. Adds two channel-scope detectors that share the emerging_signal slot via evidence.shape: algorithmic_thaw fires when channel-wide impressions ran at or above 2x their prior 14-day median for two or more consecutive days, and algorithmic_frost fires on the symmetric drop (impressions at or below 50 percent of the prior 14-day median for two or more days). Both maturity-gated to sprouting+. The 5th tile on the home page right-now strip renders the score, a 14-day sparkline, and a hedged qualifier sourced from EVOLUTION section 4.1 ("warmer than typical" / "your normal" / "cooler than typical") so the channel position is observation, not verdict.


created_at: 2026-04-28T06:00:00.000Z
description:
  A-10 — Sticky-traffic ratio and algorithmic dependency index. traffic_source gains an is_sticky 0/1 column (sources where the viewer chose to come back: Direct, Channel Page, Playlist, End Screen, link-clicks from off-platform, subscriber notification; everything else is algorithmic discovery). summary_video adds sticky_traffic_ratio (0..1 share of total_views from sticky sources, NULL when no traffic rows). summary_channel adds algorithmic_dependency_index (1.0 minus the channel-wide sticky share). summary_channel_daily adds two columns: per-day algorithmic_dependency_index and a trailing 28-day OLS slope of that index (units: index points per day, NULL when fewer than 14 daily values fall in the trailing window). The Audience chapter mounts a new <StickyTrafficSparkline> tile that renders the per-day index as a sparkline against a hedged qualifier; per-video pages render a small sticky-traffic chip. Both extremes (high and low ratio) are legitimate channel patterns; the value is observation, not verdict.


created_at: 2026-04-28T07:00:00.000Z
description:
  A-11 — Audience persistence and replacement, plus the emerging_audience event type. summary_channel_daily gains two REAL columns: audience_persistence_pct (share of last week's (source, country) buckets that also appeared the prior week) and audience_replacement_rate (share of last week's buckets that did not appear the prior week). Computed as a JS pass over reporting_traffic_metric on the source DB; one weekly comparison written per ISO week-ending row in summary_channel_daily, with NULL on dates that do not fall on a week boundary. A new emerging_audience event_type emits one channel_timeline row per (traffic_source_id, country_code) bucket that did not appear in the channel's first 14 days yet drew at least 50 views in the last 28 days; headline names the country, then the source. The Audience chapter mounts a two-bar gauge showing the persistence and replacement values with arrows reading the most recent two weekly comparisons; both states (high persistence vs high replacement) are legitimate channel patterns at different ages.


created_at: 2026-04-28T08:00:00.000Z
description:
  A-12 + A-13 — Z-score machinery and step-change scaffolding. A-12 ships metric_zscore_daily (date, metric, value, baseline_mean, baseline_sd, zscore, sample_size; PK on (date, metric)) holding per-(date, metric) z-scores against a prior 28-day baseline for five tracked metrics: daily_views, weighted_ctr, weighted_avd, sub_gain_rate, total_impressions. Each row reads the 7-day trailing mean as the value, prior 28-day mean and sd as the baseline; baseline window must hold at least 28 non-null values or the z-score stays NULL. summary_channel_daily.anomaly_score_composite reads SUM(ABS(zscore)) per date so the Opening rail anomaly markers fire on multi-metric outlier days. The new metric-anomaly detector reads z > 2 outliers in the trailing 7 days and routes through the existing emerging_signal slot via evidence.shape. A-13 layers six new columns on summary_channel_daily: trailing 14-day OLS slopes for top_video_share, top3_video_share, source_diversity, quiet_inventory, and channel-level country HHI, plus recent_debut_trend_14d (relative delta between recent-14-day and prior-30-day mean day1_impressions across the catalog). A-13 also adds a CUSUM step-change scan over four channel-level rolling series (views, click rate, avg watch, subs gained) emitting step_change channel_timeline events when the maximally-separating split is at least 30% relative magnitude and sits at least 7 days from either series boundary. The new recent-debut-trend detector reads summary_video and surfaces the recent-vs-prior comparison as a single channel-scope insight at growing+ maturity. Observation-only voice across all surfaces.


created_at: 2026-04-28T09:00:00.000Z
description:
  A-14 + A-15 — Engagement composite, velocity, two new detectors, plus subscriber granularity. A-14 ships engagement_weights (default likes=1, comments=5, shares=3) and three columns on summary_video: engagement_rate_composite (weighted-engagement-events / total_views; NULL when total_views = 0), engagement_velocity_24h (likes + comments + shares from the first 24 hours since publish), engagement_velocity_7d (the same sum over the first 7 days). Two new detectors: comment-outliers fires per-video when comments-per-100-views runs at least 3x the channel median (sprouting+); engagement-leads-views runs a cross-correlation between engagement spikes and view spikes per video at lag 3-7 days (growing+). Both route through emerging_signal via evidence.shape. The chip on /videos/[id] surfaces the 24h and 7d velocity values; the new <EngagementVelocityChart> renders them as a two-bar Recharts BarChart. A-15 layers subscriber granularity on top: summary_traffic gains subs_gained INTEGER (per-(video, source) total_subs_gained allocated proportionally by view share; YouTube does not break subs out by source so the value is an inference) and funnel_engaged_views INTEGER (SUM(engaged_views) from reporting_traffic_metric per (video, source)); summary_video gains days_to_third_subscriber and days_to_fifth_subscriber (extends the days_to_first_subscriber pattern, walks video_daily for the day cumulative subs_gained reaches 3 / 5). channel_timeline.event_type adds subscriber_event for milestone-only channel-wide subs (every 5th up to 100, every 10th past 100, every 25th past 500, every 100th past 1k) — replaces the prior milestone-typed subscriber rows so the Story dispatcher can target the new event type explicitly. New <SubFunnelChart> mounts on /traffic/[sourceId] rendering impressions → views → engaged → subs as a horizontal Recharts BarChart; new sub-rate-vs-view-rate detector fires when the trailing 28-day sub-rate slope and view-rate slope diverge (audience-quality-improving / volume-without-depth shapes routed through emerging_signal). Observation-only voice across both slices.


created_at: 2026-04-28T10:00:00.000Z
description:
  A-16 — Days-to-N velocity columns. summary_video gains seven INTEGER columns: days_to_10_views, days_to_100_views, days_to_500_views, days_to_1000_views (cumulative-views milestones, populated by the same per-video walk that already produces days_to_50_views), plus days_to_first_comment, days_to_first_like, days_to_first_share (day offset where the cumulative engagement count first reaches one). All seven columns hold NULL when the milestone has not landed yet, mirroring the days_to_first_subscriber convention. summary_channel gains two INTEGER columns: median_days_to_100_views and median_days_to_1000_views — channel medians across videos that have crossed each milestone, NULL when fewer than one eligible video exists. The /videos/[id] discovery-unfolded strip extends to surface the new milestones inline alongside the existing days_to_first_* values; the Catalog chapter on the home page renders a hedged channel-median callout. Pure-data slice; observation-only voice.


created_at: 2026-04-28T11:00:00.000Z
description:
  A-17 + A-18 — Cadence classifier, cadence break events, day-of-week trend (A-17), plus library Gini coefficient and Lorenz half-mass count (A-18). A-17 ships channel_cadence_daily (one row per date with a classified publishing pattern: daily, every_other_day, weekday_only, weekly_3x, weekly, irregular; conformance percentage over the trailing 28 days; days_since_break that resets on each divergence) and the cadence_break channel_timeline event emitted on each break day after the channel held the pattern for at least seven days. Two TEXT JSON columns on summary_channel: publish_gap_distribution (histogram of inter-publish gaps in days) and day_of_week_trend (per-weekday twelve-week slope of channel views). A-18 layers three new columns on summary_channel (gini_views, gini_subs, library_half_life_days — the third counts top videos sorted desc by views needed to reach half of total channel views, populated as a Lorenz half-mass count) plus two trailing 28-day rolling Gini columns on summary_channel_daily (gini_views_28d, gini_subs_28d). The Coda chapter renders a hedged "{M} of {N} videos" callout from gini_subs against the Lorenz curve; /data renders a distribution-evolution line chart of the two daily Gini series. Observation-only voice across all surfaces; both extremes (concentrated vs even) are legitimate channel patterns.


created_at: 2026-04-28T12:00:00.000Z
description:
  A-19a — Wisdom canon foundation. Two new tables: wisdom_canon (50 rows loaded from scripts/wisdom-canon.yaml — one per conventional belief, with belief_text, calculation_doc, evidence_shape in {single-ratio, correlation, delta, share-distribution, count-tier, not-applicable}, and agrees_directionality in {positive, negative, neutral}) and wisdom_test (one verdict row per (test_id, snapshot_date) with status in {agrees, disagrees, inconclusive, not_currently_testable}, an optional inconclusive_reason that classifies into thin_sample / near_threshold, evidence_json, confidence, sample_size, prior_status, status_changed_today, and the not_yet_implemented flag the runner sets while the per-test impl files are still landing). New scripts/wisdom-runner.js loads the canon yaml on every build, populates wisdom_canon idempotently, and emits 50 wisdom_test rows: every requires_owner_mode / requires_cross_channel / not_currently_testable_reason entry short-circuits to status not_currently_testable; every testable entry with a per-test file at dashboard/src/lib/wisdom/tests/<test_id>.ts dispatches and writes a real verdict; every testable entry without an implementation file gets a placeholder row with not_yet_implemented = 1. Three anchor implementations land in this slice: frequency_cannibalization (single-ratio), first_24_48h_determines_fate (correlation), title_changes_reset_algo (delta). A-19b lands the remaining 26 testable implementations across multiple sessions; the architecture cannot regress because the runner already passes all 50 entries with the placeholder fallback.


created_at: 2026-04-28T13:00:00.000Z
description:
  A-23 — AVD confidence tier columns. summary_video, summary_traffic, and video_daily each gain an avd_confidence TEXT column (one of noise / low / medium / high) derived from the row's view sample size: noise < 10, low < 30, medium < 100, high otherwise. Mirrors the V10 ctr_confidence pattern but keyed on views (the denominator AVD averages over) instead of impressions. Persisting the tier alongside the value lets every UI surface that renders an AVD value wrap it in <AvdConfidencePip> — strikethrough on noise, muted on low, full on medium / high — without recomputing the threshold per call site. Same A-23 ships StageChip + VideoMiniStack visual chrome on /videos rows + comparison-band reuse on per-video charts; those are presentation-only and do not bump the schema.


created_at: 2026-04-28T14:00:00.000Z
description:
  A-25 — Honesty surface column. summary_channel_daily gains unattributed_channel_views INTEGER, populated post-insert as MAX(0, total_views - SUM(video_daily.views WHERE pre_publish_stub = 0)) per date. The column makes the per-date snapshot drift between channel-level views and the sum of per-video reporting rows readable directly from one column instead of recomputing every render. Powers the new <HonestyPanel> on /data (six sub-sections naming reporting lag, pre-publish stub rows, click-rate confidence distribution, AVD confidence distribution, unattributed impressions, and the channel-snapshot reconciliation chart) plus a one-line <HonestyDigest> in the Coda chapter on /. The digest reads "Data flows reliably through {cutoff}; per-source attribution is at {pct}%; click-rate sample tier today: {tier}." with a link to the full panel; the third clause omits when reconciliation is sparse. Observation-only voice; the surface is reference content, not a verdict.


created_at: 2026-04-28T15:00:00.000Z
description:
  A-30 — Calc hygiene + metric_metadata + indexes. New metric_metadata table (metric_id, definition, source_tables, computation_doc, confidence_method, last_modified) populated from scripts/metric-metadata.yaml at build time; consumed by /data tile tooltips so "How is this computed?" reads from a single source. Index audit: the eight Round-3 indexes (idx_svcd_video_date, idx_svcd_country_date, idx_sccd_country_date, idx_mzd_metric_date, idx_wt_status_date, idx_wt_test_date, idx_vsd_video_date, idx_cal_country_date) all use CREATE INDEX IF NOT EXISTS for build-rebuild idempotence. Time-zone documentation: data_status gains a reporting_timezone row pointing at America/Los_Angeles (PT) so the dashboard's honesty surfaces read the timezone from one source. Schema-history consistency check (scripts/schema-history-check.js) extends the prior tail-equality assertion with three new failure modes — version skip / gap, non-monotonic order, and position-by-position mismatch with a hard-coded EXPECTED_SCHEMA_HISTORY_VERSIONS sequence — so future schema arithmetic regressions fail the build with precise diagnostics.


created_at: 2026-04-29T00:00:00.000Z
description:
  L-16 — summary_detector_activity table. New per-detector aggregation table populated by scripts/build-detector-activity.js after dashboard/scripts/generate-snapshots.ts has written the insight_snapshot history. One row per detector_name with total_fires, first_fired_date, last_fired_date, highest_significance, and the snapshot_date that carried that highest_significance. Empty at clean-build time (insight_snapshot has no rows yet); populated when refresh-public.js completes its finalize step. The /help/detectors master list page (L-17) reads this table via getDetectorActivity() to render fired vs not-yet-fired groupings.


created_at: 2026-05-02T00:00:00.000Z
description:
  Batch 01 — traffic_daily gains per-source avg_view_duration_sec REAL and avg_view_pct REAL. The source v_video_traffic view now computes views-weighted AVD and AVP from reporting_traffic_metric at the (video_id, date, traffic_source_id) grain. Analytics-only rows and pre-publish stubs keep both columns NULL. The public build path and fixture writer both carry the two new columns between watch_time_minutes and impressions.


created_at: 2026-05-02T01:00:00.000Z
description:
  Batch 02 — summary_video_source_window. Per-(video_id, age_window, traffic_source_id) acquisition-quality mart: impressions, views, watch time, impression-weighted CTR, views-weighted AVD/AVP, watch_min_per_impression, ctr_confidence, and within-window impression/view/watch-time shares. Age windows: d0/d1/d2_7/d8_13/d14_29/d30_plus. Reads from public traffic_daily (pre_publish_stub = 0). Non-impression sources (Direct, External) legitimately carry NULL impressions and weighted_ctr.


created_at: 2026-05-02T02:00:00.000Z
description:
  Batch 02 — summary_video_geo_window. Per-(video_id, age_window, country_code) geography mart with stored geo_bucket (core | expansion | other). core = top countries reaching 60% of lifetime named-country views; expansion = summary_channel_country_trailing30 countries not already core; other = everything else including OT. Reads from summary_video_country_daily joined with video for age derivation; OT rows are always geo_bucket = other. Stores views, watch time, AVD, engaged views, subs, and within-window view/watch shares.


created_at: 2026-05-02T03:00:00.000Z
description:
  Batch 02 — summary_video_launch_window. Per-(video_id, age_window) early-life rollup: views, impressions, impression-weighted CTR, views-weighted AVD/AVP, watch time, subs gained, engaged views. Same age-window set as V44/V45. Reads from public video_daily (pre_publish_stub = 0). Windows with no volume signal (no views, impressions, or watch time) are omitted. Completes the three-mart current-analysis layer that stops per-video source/geo/launch reads from re-aggregating inline.


created_at: 2026-05-02T04:00:00.000Z
description:
  Batch 03 — summary_channel_catalog_pressure_daily. Per-date catalog pressure mart: trailing-7d impression shares by video age bucket (new <=7d / midlife 8-30d / library >30d), top-1 and top-3 video impression concentration, active_videos_7d, videos_published_14d, quiet_inventory_pct copy, and launch_pressure_index (composite of new-video share, catalog size, concentration, and publish-day flag). All share fields and launch_pressure_index are NULL when the trailing-7d impression denominator is zero; does not use lifetime or post-cutoff data for historical dates.


created_at: 2026-05-02T05:00:00.000Z
description:
  Batch 03 — summary_channel_source_geo_daily. Per-(date, traffic_source_id, country_code) acquisition geography mart with stored geo_bucket = core | expansion | other. Aggregated from src.reporting_traffic_metric with blank-country filter and pre-publish guard. OT folding uses the same default-on 5% share threshold as the existing country tables, applied within each (date, traffic_source_id) group. geo_bucket is channel-level: core = countries reaching 60% of lifetime named-country views; expansion = summary_channel_country_trailing30 countries not already core. OT rows are always geo_bucket = other. Stores views-weighted AVD/AVP. Does not contain subscriber columns.


created_at: 2026-05-02T06:00:00.000Z
description:
  V49 — summary_channel_state_log. Adds the new per-date channel-state backbone table with persisted v1 classifier outputs plus raw support features (source-share, launch-pressure, country concentration, recent-upload testing evidence). The table is rebuilt deterministically on every public DB build and mirrored in fixture generation so later route-context work can read one historical state spine instead of recomputing present-tense heuristics.


created_at: 2026-05-02T07:00:00.000Z
description:
  V50 — wisdom_verdict_daily. Adds a future-safe per-date wisdom history table keyed by (date, test_id). The table stores deterministic verdict status, evidence_json, confidence, sample_size, prior_status, status_changed_today, and not_yet_implemented for every canon belief on every historical summary_channel_daily date. Historical readers and wisdom_flip emission now read from this table instead of pretending the latest wisdom_test snapshot is enough for past dates.


created_at: 2026-05-02T08:00:00.000Z
description:
  V51 — summary_channel_weekly_letter. Adds one deterministic weekly-publication row per complete ISO week with headline, dek, body_markdown, and evidence_json derived from the state log, timeline, weekly metrics, and wisdom history. Powers /weekly, /weekly/[isoWeek], and the generated RSS feed.


created_at: 2026-05-05T00:00:00.000Z
description:
  V52 — summary_video_change_window. Adds the per-(video_id, pivot_date, pivot_kind) before/after rollup table that powers the per-video Eras section on /videos/[id] and the channel-scope rollup on /changes. Pivots come from era boundaries, summary_subscriber_event_daily (V55, when present), and pipeline/channel-notes.yaml. Each row carries 14-day before/after views, impression-weighted CTR (with sample sizes), retention, AVD, and sub-gain plus a two-proportion CTR z statistic kept internal-only and a verdict in {improved, worsened, inconclusive}. The verdict downgrades to inconclusive when either side cannot fit the full 14-day window.


created_at: 2026-05-06T00:00:00.000Z
description:
  V53 — summary_channel_stage_snapshot. Adds the six-row fixed-stage table (day1 / week1 / month1 / views_1k / subs_1k / monetization) that backs the homepage stage-snapshots strip. Each build writes all six rows; unreached stages carry NULL reached_date / day_number / per-row fact columns. The strip renders only when at least three stages have been reached (DECISIONS A.3); below the threshold the consumer returns null. editorial_note ships NULL — chrome reads its plain-language stage labels from dashboard/src/lib/labels.ts.


created_at: 2026-05-06T00:01:00.000Z
description:
  V54 — intentionally unused per CONTRACTS § V54. Reserved during scoping for the proposed summary_receipt table; the /receipts surface was cut at the Phase D review gate (GATE-DECISIONS D2 / D4) and the version number stays vacant so future per-version changelog rows on /data still render in order.


created_at: 2026-05-06T00:02:00.000Z
description:
  V55 — summary_subscriber_event_daily. Lifts subscriber-loss / surge events out of the channel_timeline JSON envelope into a queryable per-(date, video_id, kind) table. Per-video rows trigger when |net_subs| trips max(2, 0.02 × current_subscribers); channel-scope rows (video_id IS NULL) trigger at max(5, 0.05 × current_subscribers). The build-time consumer is V52 compute-change-windows (which reads sub_loss pivots); render-time consumers surface only inside per-video Eras sections via V52.


created_at: 2026-05-07T00:00:00.000Z
description:
  V56 — sample-aware intelligence layer. Adds source_age_pattern_daily, video_current_state, channel_signal_daily, and dashboard_briefing_daily so the public DB stores comparative observations with denominators, confidence tiers, and noise reasons. The homepage briefing now reads ranked DB findings instead of raw one-metric swings, and /data presents the SQLite file as an analyst-ready signal layer.


created_at: 2026-05-08T00:00:00.000Z
description:
  V57 — reach-only and covered zero days. Public builds now preserve active public video-days where YouTube reported impressions but no views, plus zero-signal days when both basic and reach reports covered the date. Source-level reach-only traffic rows are also preserved so impression and CTR analysis no longer loses no-click exposure.


created_at: 2026-05-09T00:00:00.000Z
description:
  V58 — creator metadata change ledger + multi-window/multi-metric verdicts + change aggregates. New creator_change_log table sanitizes the private video_change_log + channel_change_log into a categorical change_kind enum (description rewritten / extended / shortened / cleared / restored / set; tags added / removed / replaced / reordered / cleared / set; etc.) with NULL before/after for free-text fields and pass-through for already-public scalars (category_id, language codes, license, made_for_kids, country); custom_url is NULL it out for defense-in-depth. summary_video_change_window widens to 4 windows (7/14/28/56 days) × 5 metrics (views, impressions, ctr, retention, sub_rate) with per-metric verdicts plus a primary verdict mapped per pivot_field; pivot_kind gains "metadata"; pivot_field uses NOT NULL DEFAULT "" sentinel. New summary_channel_change_window mirrors the shape at channel scope. Five aggregate tables ship: summary_change_daily / weekly / monthly / summary_field_co_change / summary_edit_view_position. summary_video gains 8 edit-intensity columns (edit_count_lifetime / first_30d / after_30d, first_edited_at, last_edited_at, first_edit_lag_days, fields_ever_edited_json, edit_intensity_class). summary_channel_daily gains 4 cadence columns (edits_30d / 90d / 365d, edit_diversity_30d). New channel_event_public table holds owner-authored creator_event entries from pipeline/creator-events.yaml; creator_event and edit_burst rows emit into channel_timeline.


created_at: 2026-05-11T00:00:00.000Z
description:
  V59 — self-description layer (_about/_table_catalog/_column_catalog/_query_examples/_json_schema + 6 views); 9 new analytical tables; 10 new detectors; coherent naming convention with 30 table renames + 3 column renames; correctness fixes (creator-event privacy + orphan guard, EvidenceExportPanel SQL, dead cols, library_half_life rename, retention clamp, pipeline orchestration parity); dropped 4 unread edit-cadence columns (edits_30d / edits_90d / edits_365d / edit_diversity_30d) from summary_channel_metrics_daily; added 9 indexes covering frequent date / source / video joins plus the decay-model quiet-date lookup.


created_at: 2026-05-12T00:00:00.000Z
description:
  V60 — Phase 2 of the forecasting reshape: new summary_channel_forecast table (one row per (as_of_date, horizon_days, forecast_type) over horizons 7/14/30/90 and types subscribers/daily_views). OLS slope/intercept on a trailing 28-day window when channel cadence classifies as high, 56 days otherwise; bootstrap bands (B=200) from a seeded Mulberry32 PRNG keyed on the input (x, y) tuples so reruns over identical input produce byte-identical bands. The daily_views series is pre-smoothed with a rolling 7-day mean to suppress day-of-week noise. Confidence tier collapses to "insufficient" on samples shorter than 14 days, on bands wider than the point estimate, and on non-negative series whose lower bound dips below zero — surfaces honestly degrade to "too volatile to project usefully" copy at those points. Reader at dashboard/src/lib/forecast/channel.ts; first consumer is the +14-day view-band line on <ForecastHeadline>.


created_at: 2026-05-12T00:00:01.000Z
description:
  V61 — Phase 10 of the forecasting reshape: new summary_channel_regime_forecast table (one row per as_of_date). Pair-bootstrap OLS slopes on the trailing 21-day window of classifier-input features in event_channel_state_change; B=200 resamples with a seeded Mulberry32 PRNG so reruns over identical input produce byte-identical bands. Features whose bootstrap slope CI does not straddle zero AND whose |slope| clears the 1e-5 floor count as "moving meaningfully"; fewer than 2 such features collapses the row to confidence=insufficient with NULL projected_state. Otherwise the writer projects each numeric feature forward at its OLS slope (bounded01 / nonNegative / integer clamps applied) and re-classifies day-by-day for up to 60 days. Bootstrap-resampled slopes drive a distribution of (transition_day, projected_state) pairs; the modal projected state and the median / 10th / 90th percentile of transition days within that mode become projected_state / expected_days / expected_days_low / _high. contributing_features_json carries the (name, slope_per_day, current_value, ci_low, ci_high) tuples for each meaningfully-moving feature so consumers can render the driven-by-X-and-Y sentence honestly. classifier_version pins the v1 classifier so future bumps to the state-classifier (in compute-channel-state-log.js) are observable downstream. Reader at dashboard/src/lib/forecast/regime.ts; first consumer is the <WatchOutCard> on the home page.


created_at: 2026-05-13T00:00:00.000Z
description:
  V62 — Phase 2 of the Forecast Coherence Pass: usable_for_projection INTEGER NOT NULL DEFAULT 0 on summary_video_decay_model. The flag is 1 when the fitted decay model is good enough to inform a channel-scope projection (R² ≥ 0.5, sample ≥ 21 days, fit age ≤ 90 days), 0 otherwise. Stricter than the per-video R² ≥ 0.7 "fire an insight" gate that already shipped in detectDecayProjection — usability is the looser "input the catalog-share computation can read" bar, sitting as a strict subset of the per-video fire gate. The catalog-shape branch of detectDecayProjection now filters by usable_for_projection = 1, so noisy R² ≈ 0.05 fits stop being counted toward catalog_decay_concentration. The per-video fire gate at R² ≥ 0.7 is unchanged. Reader at dashboard/src/lib/db/analytical.ts; first consumer is dashboard/src/lib/insights/detectors/decay-projection.ts.


created_at: 2026-05-13T01:00:00.000Z
description:
  V63 — Phase 4 of the Forecast Coherence Pass: historical_band_coverage REAL and historical_hit_rate REAL on summary_channel_forecast. After the calibration ledger materializes for the build, compute-forecast-calibration.js back-writes per-(forecast_type, horizon_days) coverage = inside-band fraction over the trailing window of up to 10 resolved entries whose inside_band is non-null; hit_rate = fraction with error_pct ≤ 20 over the trailing window of up to 10 entries whose error_pct is non-null. Both columns stay NULL until at least 5 such entries exist on the cell (small-sample floor, picked over a stricter N≥10 so cells with 6–13 historical resolutions can self-report honestly). The dashboard reader at lib/forecast/channel.ts picks them up; assessForecastUsability demotes confident → directional when historical_band_coverage is non-null AND below 0.5, applying VOICE.md's calibration honesty rule at the per-(metric, horizon) cell rather than only the channel-wide strip.


created_at: 2026-05-13T02:00:00.000Z
description:
  V64 — Phase 2 of the Backfill Pass: snapshot_date TEXT NOT NULL extended onto the primary key of every entity-grain derived table so the public DB can carry rows for every historical reporting cutoff (not just the latest). 28 tables affected: summary_channel, summary_video, summary_channel_traffic, summary_video_traffic, summary_video_country_lifetime, summary_video_trajectory_cone, summary_video_nearest_peers, summary_video_decay_model, summary_threshold_projection, summary_era, video_era, summary_traffic_top_videos_by_source, summary_channel_country_trailing30, cohort_video_traffic_age_window, cohort_video_geography_age_window, cohort_video_launch_age_window, cohort_video_change_verdict, cohort_channel_change_verdict, summary_channel_cohort, summary_channel_country_cohort_stability, summary_channel_source_leading_indicator, summary_video_launch_context, video_current_state, event_video_phase_transition, event_creator_edit, app_detector_activity, summary_field_co_change, summary_edit_view_position. Two autoincrement-id event tables get stable event_key surgery: channel_timeline_event gains event_key TEXT NOT NULL (SHA-1 of event_type|event_date|detector|video_id|headline) with PK (event_key, snapshot_date); event_creator_edit extends its natural key with snapshot_date. summary_channel_forecast and summary_channel_regime_forecast already carry as_of_date in their PK and remain unchanged. Phase 2 still writes a single snapshot per build (snapshot_date = latestDataDate); Phase 3 wires the walker. snapshot_date matches the reporting cutoff at the time of computation (YouTube reporting lag of 2–3 days means snapshot_date IS NOT calendar date).


created_at: 2026-06-12T00:00:00.000Z
description:
  V65 — Stage 3 pool tables (R17 / D2.3; relaunch/specs/stage3.md §8). Two new app-layer derived tables computed from the consent-gated pool-input extract (the ONLY pool input the build sees — corpus/corpus-extract.js emits it; the build never reads Parquet, registry, or manifest): app_pool_cell_stat ((cell_key, metric, snapshot_date) — the withholding gate's bookkeeping plus lit aggregates: gate_state, rung, floored member_band, seeded-noise cell_median/cell_p25/cell_p75, and pooled_estimate stored only where publication is un-noised; withheld rows carry NULL in every value column; exactly one row per (metric, snapshot_date) — the subject's deciding cohort cell) and app_pool_named_peer ((peer_contributor_id, snapshot_date) — the named side-by-side rows: public-dashboard-class facts for every channel currently public AND pool-consented, identical in every channel's DB). Both tables are fully re-derived every build across all walker dates (TRUNCATE + rebuild — consent purge by construction, D-10) and are EMPTY when no pool-input extract is supplied (fixture and local builds). All stamps bind to asOfDate, never now(); the only randomness is the deterministic seeded plus/minus-2-percent noise, a pure function of the extract.


created_at: 2026-06-15T00:00:00.000Z
description:
  V66 — Stage 3 pool percentile/positioning rung (R20 / D1; relaunch/specs/stage3.md §1.6, §7 row 4). Adds four columns to app_pool_cell_stat for the highest aggregate rung, DARK until a cohort cell crosses the N≈100 positioning floor (POSITION_FLOOR=100): subject_percentile REAL (the subject channel's empirical Hazen-midrank percentile within its cohort cell, in (0,1) — its OWN standing, never a member's raw value), conformal_low REAL + conformal_high REAL (a distribution-free split-conformal prediction band over the cohort member values at ranks floor((alpha/2)(k+1)) / ceil((1-alpha/2)(k+1)), alpha=0.10 → 90% finite-sample coverage; both carry the same §3.2 seeded plus/minus-2-percent noise as cell_median/cell_p25/cell_p75 when the cell holds a private member), and trajectory_class TEXT (below_band | within_band | above_band — where the subject sits relative to the as-stored band; descriptive position only, no advice/causation/named-ranking). The rung lights only when the median rung lights AND k>=100 AND the subject is a metric-contributing member AND a width check anchored on the subject's OWN value passes (W <= 0.25*|subject value|); it falls back to the quartile/median magnitude rungs below the floor. All four columns are NULL on every median/quartile/withheld row and on every build below the floor. The real two-channel pool never reaches the floor, so every cell stays withheld/below-rung and these columns are NULL throughout — the single-channel fixture build writes no pool rows at all; only the table schema (hence the fingerprint) moves. Proven LIT vs a synthetic >=100-member extract and SILENT on the real N=2 shape (scripts/__tests__/pool-tables-build.test.js). POOL_AGGREGATES_ENABLED stays operator-gated; this lights nothing now. Determinism unchanged: every new value is a pure function of the extract; stamps still bind to asOfDate.


created_at: 2026-06-15T01:00:00.000Z
description:
  V67 — Stage 3 cross-channel twins (R20 / D4; relaunch/specs/stage3.md §7 row 3). New app-layer derived table app_pool_twin (grain (twin_rank, age_days, snapshot_date) — PK ends in snapshot_date per the backfill pattern), the cross-channel generalization of the within-channel nearest-peer base (summary_video_nearest_peers, k=5 NN cosine). For the subject channel it surfaces up to 3 real "opening curves" from the pool as concrete examples: the channels whose early observed cumulative-views trajectory SHAPE most resembles the subject's, by cosine distance over the opening curve. Each row is one curve point — columns cell_key (the deciding cohort cell), twin_rank (1..3, the NN order of the examples — never a standing of the subject in a cohort), twin_contributor_id / twin_handle / twin_title (the named PUBLIC twin), age_days + curve_value (the twin's own already-public cumulative-views opening at that age), distance (cosine NN distance to the subject, constant per twin), member_band (floored band of the cohort size — exact k NEVER stored), computed_at (= snapshot_date). JUXTAPOSITION ONLY: no median/quartile/percentile, no distributional/ranking/positioning claim. DARK until the subject's cohort cell reaches N≥10 (TWIN_FLOOR) AND POOL_AGGREGATES_ENABLED — the real two-channel pool emits ZERO twin rows, and the single-channel fixture build (no pool input) writes none at all, so only the new table's schema (hence the fingerprint) and _about.compute_version (the SHA over compute-*.js — the new compute-pool-twins.js module joins it) move. PRIVACY WALL #1 (DEC-3, non-negotiable): a private (handle-null) pooled channel is NEVER a twin — excluded from the selection pool entirely (never named, never an anonymous curve, since a distinct opening shape is identifying); private channels may count toward the N≥10 cohort floor only. Fully re-derived every build across all walker dates (TRUNCATE + rebuild — consent purge by construction, D-10); EMPTY when no pool-input extract is supplied; NOT registered in the snapshot-monotonicity gate. No seeded noise (a public channel's own curve is already public, like app_pool_named_peer). Determinism unchanged: a pure function of the extract, stable sort by (distance, twin contributor_id); all stamps bind to asOfDate, never now(). Proven LIT vs a synthetic ≥10-member extract and SILENT on the real N=2 shape, with a non-vacuous private-twin-nowhere killer test (scripts/__tests__/pool-tables-build.test.js).


created_at: 2026-06-17T00:00:00.000Z
description:
  V68 — audience-retention curve, snapshot-extended (R21 / Goal A; A2.2). New summary_video_retention_curve table (grain (video_id, elapsed_ratio, snapshot_date) — PK ends in snapshot_date per the backfill pattern) materializing the private video_retention_curve raw table (the A2.1 audienceRetention ingest) into the public DB. Two NON-monetary columns (yt-analytics.readonly): audience_watch_ratio (this video's own retention at that elapsed-time ratio) and relative_retention_performance (YouTube's own ATTRIBUTED peer-benchmark band, nullable when YouTube has no peer set). One curve point per (video, elapsed_ratio) for every snapshot on which the video was LIT. WITHHOLDING BY DEFAULT (R21, FB-3): a video emits rows only from the snapshot where its cumulative views first reach ≥100 — the ≥60s-duration half of the gate was applied upstream at ingest (A2.1), so a raw curve exists only for a ≥60s video and here we re-gate solely on the time-varying ≥100-views threshold read from summary_video.total_views at snapshot_date = asOfDate (already cutoff- and pre_publish_stub-correct). The raw curve YouTube returns is a single LIFETIME shape (there is no per-date historic retention curve to fetch), so under rewind-shows-current-app every lit snapshot carries the current curve — the snapshot dimension governs only WHETHER the surface was lit on that date, never a re-measured shape. NO monetary metric is read or stored. Self-heal: the raw table lives in the private pipeline DB, so fixture/local builds whose source was synthesized from a public fixture carry no raw retention table and the writer no-ops — the derived table is created EMPTY (only the new table schema, the V68 schema_version row, the catalog rows, and _about.compute_version move the fingerprint). Proven LIT vs a synthetic ≥100-view source carrying a raw curve AND SILENT on a tiny-channel source (scripts/__tests__/build-public-db-retention-curve.test.js). Determinism unchanged: stamps bind to asOfDate, never now(); byte-identical rebuilds. NOT registered in the snapshot-monotonicity gate (no cumulative column).


created_at: 2026-06-17T01:00:00.000Z
description:
  V69 — content-addressed thumbnail era refs (R22 / Goal C2; C2.1). Adds one nullable column thumb_ref TEXT to video_era AND summary_era: the content-addressed R2 ref (hash) of the stored image bytes that were live DURING that thumbnail era, so the /changes old-vs-new packaging render (C2.2) can resolve real before/after bytes rather than a thumbnail URL whose bytes have already rotted. Refs are threaded ONLY by extending the EXISTING public+active-filtered era-copy query (build-public-db.js video_era JOIN video WHERE is_active=1 AND privacy_status='public') — a private/unlisted video's eras are never selected, so its thumb_ref never reaches the public DB (consent boundary, invariant #3; pinned by scripts/__tests__/build-public-db-thumb-ref-correlation.test.js). The hash is CORRELATED to each era's boundary against the private video_change_log: an era that started at a thumbnail change takes new_thumb_ref of the change on its start_date; era 0 (no change at its start) takes old_thumb_ref of the first change (the change on end_date+1 day); the current era with no prior change takes the durable video.current_thumbnail_blob_ref — read from the same public-filtered video JOIN, never a fresh unfiltered read. Title eras and any thumbnail era whose bytes were never captured (pre-C1 history) carry NULL; the render fails open to the i.ytimg.com URL. thumb_ref is snapshot-invariant (an era's image is the same hash regardless of which snapshot views it — content-addressed), bound deterministically, byte-identical on rebuild. Self-heal: a pre-C1 / fixture-synthesized source (no video_change_log, no ref columns) yields thumb_ref = NULL everywhere via capability-gated SQL — so the fixture build moves only the new column schema, the V69 schema_version row, and the catalog rows (no compute-*.js touched → _about.compute_version unchanged). Guarded idempotent ALTER on both tables for the incremental-seed path. Proven correlated vs a synthetic source carrying thumbnail changes + refs AND private-ref-never-propagated (scripts/__tests__/build-public-db-thumb-ref-correlation.test.js).


created_at: 2026-06-19T00:00:00.000Z
description:
  V70 — video-grain forecast calibration (R24 / leg F, F2). New append-only event table forecast_video_calibration_log (grain (forecast_made_on, video_id, metric_type)) — the video-grain mirror of forecast_calibration_log, giving the per-video decay/landing projection its own "how reliable have these been?" receipt. Side-cart-backed: source of truth is the git-tracked public/data/forecast-video-calibration-log.json, the table is a build-derived view of its latest 180 days (excluded from --rebuild-all truncation, rebuilt from the ledger every build). One row per (video_id, metric_type) OUTCOME — the EARLIEST genuine FORWARD fit (snapshot_date < target_date) of each day-30/60/90 projection from summary_video_decay_model.predicted_views_day_30/60/90, EXCLUDING in-sample retrodictions (a fit made on/after the outcome date evaluates the curve on its own training data — not a projection the product shows) and the correlated re-fits of the same outcome, so the pooled hit-rate counts independent forward forecasts, not curve-evaluations: forecast_made_on = the earliest forward fit snapshot, target_date = video published_at + N days, predicted_value = the projected DAILY view-rate at age N. Resolution fills actual_value (the realized daily rate at age N — the rolling 7-day mean of video_daily.views ending at days_since_publish = N, the SAME smoothed daily series the model predicts, so predicted vs actual are apples-to-apples, mirroring how forecast_calibration_log resolves its smoothed daily_views forecast), error_pct, and hit once the build cutoff reaches target_date. The decay model emits POINT projections (no band), so the credibility signal is HIT-RATE based: hit = 1 when |actual − predicted| / |predicted| ≤ 0.20 (the same ±20% stake the channel hit-rate uses); there is no inside_band. predicted_value/actual_value are INTEGER and the only REAL (error_pct) is computed from two integers (no Math.exp/log in the compute), so the column is cross-platform byte-stable with no quantization needed. The video-detail receipt is computed in the reader (dashboard/src/lib/forecast/video-calibration.ts) as one CHANNEL-WIDE statement across all videos × horizons — no back-write into any existing table, so only the new table (plus the catalog/_about/schema_version bookkeeping) moves the fingerprint. Self-silences (renders nothing) until at least 5 resolved cases — withholding is the default on the young featured channel. Standing wipe policy keyed on an INDEPENDENT video_calibration_logic_version stamp (the ledger tracks the decay model + this build resolution logic, not the channel forecast FORECAST_LOGIC_VERSION). NOT snapshot-extended (no snapshot_date column, like forecast_calibration_log), so absent from the snapshot-coverage / snapshot-monotonicity gates. Wired into scripts/build-public-db.js after computeDecayHistory; unit-tested in scripts/__tests__/forecast-video-calibration.test.js. Determinism: pure, stamps bind to asOfDate, byte-identical rebuilds.


created_at: 2026-06-22T00:00:00.000Z
description:
  V71 — Weekly Letters removed. Drops the app_channel_weekly_letter table (the per-ISO-week "letter to a creator" publication — iso_week, week_start, week_end, headline, dek, body_markdown, evidence_json) and its idx_scwl_week_end index. The home Weekly Letters disclosure, the /weekly and /weekly/[isoWeek] archive surfaces, and the generated weekly RSS feed (generate-weekly-feed.js) are retired alongside the builder (compute-weekly-letters.js / the longitudinal-wisdom writeWeeklyLetters call); the bare /weekly path now 301s to the channel home. The fixture cold build produces one fewer table and the public DB schema_version advances to 71. No other table or column changes — a pure drop.


created_at: 2026-06-30T00:00:00.000Z
description:
  V72 — lifetime accumulators for the exempt forward-tail ledgers (Time-Machine Reckoning, Goal D / D0). The A3 de-walk bounded app_wisdom_verdict_daily and app_insight_snapshot to a ~90-day forward tail, so any reader that aggregated the WHOLE ledger for a lifetime figure went window-relative and LIED once a channel is older than the window (getWisdomHistorySummaries flip_count/first_date/last_changed; /help/detectors first_fired/total_fires — the B3 interim window-floor caveat). Two new NON-snapshot-extended accumulator tables survive the prune by folding each new date forward on a `through_date` high-water mark: (1) app_wisdom_flip_lifetime (PK test_id — flip_count, first_seen_date, last_changed_date, current_status, current_confidence, current_streak_days, through_date), written build-side in build-public-db.js by compute-wisdom-flip-lifetime.js right after app_wisdom_verdict_daily; (2) app_detector_lifetime (PK (detector_name, scope) — total_fires, first_fired_date, last_fired_date, highest_significance, through_date; scope in {slot, logical} carries BOTH the raw prose-routing-slot aggregation and the recovered logical-detector aggregation), written engine-side in dashboard/scripts/generate-snapshots.ts after app_insight_snapshot. Both are EXCLUDED from --rebuild-all truncation so a compute-drift rebuild (seed restored) preserves the accumulated lifetime; a from-scratch reconcile with no seed re-seeds from the bounded tail. Deterministic on the always-cold fixture (no prior lifetime row → seed from the tail; on a young channel tail == full history so lifetime == window). app_wisdom_flip_lifetime moves the BUILD fingerprint (populated at build time); app_detector_lifetime moves the ENGINE-output fingerprint (populated after generate-snapshots; added to the engine-output gate table set) and appears as an empty table in the BUILD fingerprint. getWisdomHistorySummaries re-points to app_wisdom_flip_lifetime; getDetectorActivity / getLogicalDetectorActivity overlay lifetime total_fires + first_fired onto their window rollups; /help/detectors copy reverts to an honest lifetime phrasing.


created_at: 2026-07-07T00:00:00.000Z
description:
  V73 — cross-channel twins retired (sis / Goal A, A5; operator-ratified 2026-07-07: twins are OUT entirely). Drops the V67 app_pool_twin table and its idx_aptw_snapshot_date index end-to-end: the compute module (compute-pool-twins.js), the writer seam in write-pool-tables.js, the dashboard reader/component, and the catalog rows all go with it. The named 1:1 "channels whose opening curve looks like yours" surface never fit the pool's model — it was DARK behind its own N≥10 floor from the day it shipped — and the named side-by-side now lives on exactly ONE surface, the /channels directory (app_pool_named_peer, D-17), which is UNTOUCHED by this drop. A defensive DROP TABLE IF EXISTS runs in createPoolTables so a seeded pre-V73 DB that ever skips the cold rebuild sheds the orphan table; fresh builds simply create one fewer table. This entry also states the pool's no-floors rung model plainly (the Anti-Gating Law, operator-ratified 2026-07-01/02, implemented sis/A1): the rungs are DATA-SHAPE rules only — a cohort with the subject as a member renders the FULL percentile grammar (quartiles + Hazen percentile + conformal band + trajectory class) from k=2; a cohort without the subject renders the quartile band from k=2; k=1 is a self-mirror and stays render-silent. The ONLY numeric gate anywhere in the pool is the definition of a pool itself (≥2 members / ≥2 videos across ≥2 channels). There is no k-floor, no positioning floor, no width check, no dominant-member cap, and no seeded noise; every published statistic is the raw order statistic, and honesty is carried by the drawn band plus the floored member_band attribution, never by withholding. This supersedes the V66 narration (its N≈100 POSITION_FLOOR, width check, and seeded-noise description are history, kept verbatim above per the append-only rule) and the V67 twins narration the same way.


created_at: 2026-07-08T00:00:00.000Z
description:
  V74 — milestone calibration feedback (sis / Goal B, B2): the most-read number gets a track record. summary_threshold_projection gains three nullable REAL columns — band_widen_k_low, band_widen_k_high, historical_crossing_coverage — back-written after the walker by the autotune third stage (compute-forecast-autotune.js#applyMilestoneAutotune), mirroring summary_channel_forecast's band_widen_k_* / historical_band_coverage columns. Mechanism: every published milestone row now enters the SAME calibration side-cart the arc uses (forecast_calibration_log / public/data/forecast-calibration-log.json) with documented reuse semantics and NO ledger DDL change — forecast_type = milestone_subscribers | milestone_cumulative_views | milestone_video_count, horizon_days carries the THRESHOLD VALUE (the within-type discriminator; a days-ahead horizon on arc rows), and predicted_value/_low/_high are the projected DAYS-OUT to the crossing (integer date-diffs of the published dates). Resolution: actual_value = days from forecast_made_on to the first recorded date the metric's cumulative series (subs_total_eod spine / backward-anchored views + video-count cumsums) crosses the threshold; an overdue-uncrossed entry (elapsed > predicted_high, no crossing) scores inside_band = 0 immediately — the C2 honest-MISS principle, never a silent denominator exit — with actual_value left open until the crossing lands (every materialized field is resolution-day-independent, which keeps the seeded-vs-cold gate's allowlist untouched). The backfill walker (backfill-forecast-calibration.js#backfillMilestoneCalibration) replays milestone projections per historical origin so crossing coverage exists from day one after the standing side-cart wipe (FORECAST_LOGIC_VERSION 4→5 arms it: the entry schema changed). Autotune back-write: widened projected_date_low/high in days-space (unwind-idempotent, floor at 0 days, dates rounded to whole days so re-application is an exact fixpoint), confidence recomputed from the FINAL stored dates, and historical_crossing_coverage = trailing-window inside-band fraction (COVERAGE_WINDOW=10, NULL below COVERAGE_MIN_N=5 — on the live channels these stay NULL for months by design: a safety net, not a day-one actor). Dashboard: the threshold reader carries the new columns and assessThreshold demotes confident → directional when historical_crossing_coverage < 0.5, composing with the existing calibration cap exactly like the arc's demoteByCoverage. Seeded-path migration: PRAGMA-checked ALTER TABLE ADD COLUMN in the writer's writeSchema (signal_family precedent) so the live incremental build gains the columns without a cold rebuild.


created_at: 2026-08-04T00:00:00.000Z
description:
  V75 — pool window provenance (A1 / blueprint 0.1, ruling R2). Adds two nullable columns to app_pool_cell_stat: known_days INTEGER (how many days inside the trailing 28-day window the cohort statistic actually observed — the MINIMUM across the cell's members, the floor of observation backing the row) and window_scale REAL (the MAXIMUM multiplier any member needed to express its observed quantity as a 28-day equivalent — 1.0 when the window was fully observed, and always 1.0 for the rate-shaped metrics ctr_28d / traffic_*_share_28d, which are scale-free ratios). They exist because A1 replaced the pre-existing all-days-known knowability contract with TOLERANT per-metric extraction: YouTube reports on a 2-3 day lag, so the trailing dates of every live window are null by construction, and the strict rule took views_28d, ctr_28d and all four traffic_*_share_28d DARK across the whole live pool from 2026-07-31 (6 of 104 cells withheld). Each metric now reads over the KNOWN days inside its window (floor: METRIC_MIN_KNOWN_DAYS = 14, ported from the forecast prior's already-proven tolerant extractor — a per-member DATA-KNOWABILITY rule, never a pool-size gate) and rate-scales the result to a 28-day equivalent; a fully observed window scales by exactly 1, so an un-lagged channel's value is byte-identical to the pre-A1 sum. The two columns keep that scaled number auditable: the row says how much of the window it saw. NULL on every dark row, on the lifetime-shaped metrics (video_day7_views, video_retention_half — no window), on the cone rows, and on the additive age-cohort families (chanage:/vidage:, which are not 28d-windowed). Same slice also removes the pre-Anti-Gating >=3-video floor on video_day7_views (compute-pool-cells.js and the app_pool_named_peer video_day7_views_median sibling) and appends a whole-pool `*|*|*|*` rung to the coarsening ladder so a cross-category pool is no longer split into invisible single-member cells. Seeded-path migration: PRAGMA-checked ALTER TABLE ADD COLUMN in createPoolTables (the V74 precedent). Determinism unchanged: pure functions of the extract, stamps bind to asOfDate, byte-identical rebuilds.


created_at: 2026-08-04T00:00:00.000Z
description:
  V76 — the widen-only forecast auto-tune is RETIRED, and its two receipt columns go with it (enhance / Goal C, C1; ruling R14). DROPS band_widen_k_low + band_widen_k_high from BOTH summary_channel_forecast and summary_threshold_projection (V74 added the milestone pair; the arc pair predates it). Why: those columns recorded the multipliers a post-pass applied to a freshly-built band so a consumer could reconstruct the raw one. The pass was saturated in production — band_widen_k_low/high sat at the 5.0 K_MAX cap on @theartharrison's daily_views cell — and a band that must be inflated five-fold to contain reality is not a mis-tuned band but a wrong MODEL. C1 rebuilt the model: summary_channel_forecast's centre is now a recency-weighted, MAD-trimmed count level (7-day half-life over 28 raw days) plus a trend added only behind the ported R2>=0.85 slope-stability gate, hard-capped at the channel's own best 56-day week; its band is per-horizon split-conformal on the channel's own realized changes at CALENDAR offsets (no sqrt(h) pooling, median-recentred and unioned with the persistence-anchor reading, half-widths monotone in h), falling back through a nearest-horizon borrow, a negative-binomial/Poisson moment match on the per-day counts, and a wide relative band. Measured on the four real audit DBs: @theartharrison daily_views +7d 63.91 -> 10.33 (honest ~10.7), walk-forward coverage 0.921/0.912/0.841/0.913 at h=7/14/30/90, and @ended-x5l goes from 8 all-NULL rows to 8 published rows via the new summary_channel_snapshot_daily cold-start spine. compute-forecast-autotune.js is DELETED (module + test), and the third build walker with it; the two things it did that were read-outs of resolved history rather than band adjustments moved into compute-forecast-calibration.js — coverage_below_floor_days (the chronic-miss streak dashboard/src/lib/forecast/usability.ts demotes on) and historical_crossing_coverage (the milestone track record the threshold demotion reads) — so neither column loses its writer. summary_channel_forecast keeps historical_band_coverage / historical_hit_rate / coverage_below_floor_days; summary_threshold_projection keeps historical_crossing_coverage and now publishes its conformal crossing dates unwidened. Readers: dashboard/src/lib/forecast/thresholds.ts drops both fields from ThresholdProjection and from its two SELECTs. No seeded-path migration is needed or possible for a DROP — the live build is always cold (Mirror-C2), and a carried-forward DB simply keeps two orphan columns nothing reads or writes.


created_at: 2026-08-04T01:00:00.000Z
description:
  V77 — per-video projections stop waiting (enhance / Goal C, C3; discharges GZ-T6). ONE new table and THREE new columns. NEW app_decay_curve_library (PK (cluster_id, age_days, snapshot_date)): the two decay SHAPES a catalogue actually carries — front_loaded (a big first-days burst, then flat) and slow_burn (patient accrual) — learned by k-medoids with k = 2, a deterministic PAM init (seed 1 = the curve with the smallest total L1 distance to all others, seed 2 = the curve farthest from it, every tie broken by video_id ascending) and NO RNG at any point, over normalized cumulative-share vectors across ages 0..27. Published as the cluster MEDOID CURVE (cumulative_share + daily_share per age) plus member_video_count and the shared floored member_band — never a video_id, never a contributor_id: a medoid drawn from another pooled channel would otherwise name that channel's video by reference (docs/pool-privacy.md identity wall). Built from the pool extract when one is supplied, from this channel's own video_daily when one is not, so it lights from the smallest real input (Anti-Gating, CLAUDE.md invariant 11). Writer scripts/public-db/compute-decay-curve-library.js, wired through the walker's computeDecayModel. THREE new columns on summary_video_decay_model: shrink_weight REAL, curve_cluster TEXT, curve_cluster_distance REAL. shrink_weight is the continuous replacement for the V62 usable_for_projection quality bar: the empirical-Bayes weight B = varOwn / (varOwn + tau2Prior) in the new THREE-LEVEL hierarchy (video <- channel <- pool), where 0 means the projection is fit entirely from the video's own daily views and 1 means it is entirely the channel/pool curve. The writer no longer requires 14 post-day-3 rows to emit anything — that gate is why usable_for_projection was true on 3 of 87 live videos and no video was projectable before ~day 17 — so EVERY published video now carries a row, a day-1 video at B = 1 reproducing the channel curve exactly. usable_for_projection is KEPT and stays populated, redefined as simply "a projection exists" (1 whenever the predictions are non-null), so pre-V77 readers keep working instead of silently emptying; dashboard/src/lib/db/analytical.ts selects the three new columns and dashboard/src/lib/insights/detectors/decay-projection.ts filters its catalog share on shrink_weight <= 0.5 with a NULL fallback to the legacy flag. curve_cluster / curve_cluster_distance place each video against the learned library. Also in the same slice, WITHOUT DDL: the vidage pool cohort gains an additive CUMULATIVE family (metric video_cumulative_views on the existing app_pool_cell_stat columns) because the per-day family's medians are 0 at nearly every age >= 2 on the real pool, which left app_video_forecast_prior EMPTY in all four live DBs — the cumulative family is monotone from a video's first view and lit 91 ages per audit DB, taking the prior from 0 to 27/38/28/1 rows; and summary_video_trajectory_cone stops NULLing its percentile columns below five peers (from two peers up it draws the observed range, C1's shared R-7 quantile replacing a private floor-pick) — no column change, 2,556 previously-blank thin-cone rows now carry a band. Determinism: no RNG, no wall clock, every stamp binds to asOfDate; app_decay_curve_library is in SNAPSHOT_TRUNCATE_LIST for --rebuild-all correctness.


created_at: 2026-08-04T02:00:00.000Z
description:
  V78 — CTR stops being a tier and becomes a posterior (enhance / Goal C, C4; discharges GZ-T8). ONE new table: app_ctr_prior (PK (scope, scope_key, snapshot_date)), the THREE LEVELS of a beta-binomial hierarchy a click rate is read against — scope='pool' (leave-one-out across the OTHER pool members, present only with a pool extract and POOL_AGGREGATES_ENABLED), scope='channel' (this channel's own typical rate, itself shrunk toward the pool row), and scope='channel_source' (per traffic source, scope_key = the traffic_source_id, shrunk toward the channel row). Each row publishes prior_mean / prior_strength / prior_alpha / prior_beta from a method-of-moments Beta match over the level's units: mu = SUMk/SUMn, tau2 = max(V - W, 0) with V the impression-weighted spread of the unit rates and W the binomial noise inside it, nu = mu(1-mu)/tau2 - 1 clamped to [1, 5000]. A child level shrinks toward its parent as the Beta-binomial posterior of the child's own aggregate: mu_child = (SUMk_child + alpha_parent) / (SUMn_child + nu_parent). WHY: CTR shipped through four HARD TIERS keyed on the raw impression count (ctrConfidenceTier: <50 noise, <250 low, <1000 medium, else high) plus a minImpressions=100 cut on the distribution/quadrant side, so a video with 2 clicks of 5 impressions was either DROPPED from the read entirely or rendered as a struck-through 40%. Both are the same error: a thin sample is not an absent one, and 40% is not that video's click rate. The tier COLUMNS are KEPT (no DDL drop — ctr_confidence stays on summary_video / video_daily / traffic_daily and every sibling) but are re-documented as RENDER-DENSITY HINTS; the visible treatment is now the posterior mean plus its Beta q10-q90 band (dashboard/src/lib/ctr-posterior.ts over the new dashboard/src/lib/stats/beta.ts regularized-incomplete-beta inverse), read through dashboard/src/lib/db/ctr-prior.ts. Anti-Gating (CLAUDE.md invariant 11): there is NO sample-size gate anywhere in the module — a level is written whenever it has one impression to speak from, and the honesty of a thin level is carried by its STRENGTH and by the drawn band, never by a withheld row. IDENTITY WALL (docs/pool-privacy.md §Stage-3): the pool row carries a RATE, a strength and the FLOORED member_band only — unit_count / observed_impressions / observed_clicks are NULL on it by construction, because a leave-one-out impression SUM is another member's own number on a small pool; no channel is ever named. Same slice MOVES the v13 ctr_quadrant assignment and the two summary_channel medians (median_video_ctr / median_video_retention) out of compute-base.js into compute-ctr-prior.js#assignCtrQuadrant, wired in the walker immediately after computeBase: the CTR axis is now each video's posterior click rate under the channel level, and the eligibility rule drops the ctr_confidence != 'noise' exclusion (a 12-impression video is CLASSIFIED, not stamped 'noise'), keeping only the retention axis's >=30-views knowability rule and a >0-impressions degeneracy rule. Determinism: pure function of (dst, asOfDate, extract), no RNG, no wall clock — computed_at binds to asOfDate; published REALs quantized to 6 decimals; app_ctr_prior is in SNAPSHOT_TRUNCATE_LIST for --rebuild-all correctness. Fixture mirror: lib/fixture/summaries.ts#computeCtrPriorMirror writes the channel + channel_source levels; the pool level is legitimately ABSENT on every fixture (no extract).


created_at: 2026-08-04T03:00:00.000Z
description:
  V79 - the X-CONF rename (enhance / Goal C, C5; ruling R16). RENAMES app_pool_cell_stat.conformal_low -> cohort_range_low and app_pool_cell_stat.conformal_high -> cohort_range_high at full column depth (DDL, insert, compute, the dashboard reader + PoolDial/PoolStrip, all three self-description catalogs, the public-schema manifest, and every pin). WHY: the retired names, and the prose around them, stated that the pair was a 'distribution-free split-conformal prediction band' over the cohort members with '90% finite-sample coverage' at alpha=0.10. That is a claim the code cannot make. The bounds are the order statistics at ranks floor((alpha/2)(k+1)) and ceil((1-alpha/2)(k+1)), and floor(0.05(k+1)) only exceeds 1 once k >= 39 - so for EVERY pool size this product has ever run against (2 members through 38) BOTH ranks clamp to the extremes and the stored pair is exactly [min, max] of the cohort members. Naming a plain observed min/max after a coverage guarantee it does not have put a false statistical claim in the published schema, which the honesty spine (CLAUDE.md invariant 2, 'no invented benchmarks') forbids. The HONEST description, now carried by the column names, the catalogs and the code: the OBSERVED COHORT RANGE - the low and high edge of what the cohort's own members actually recorded. Nothing about the VALUES changes: the same two order statistics are computed by the same function (renamed conformalBounds -> cohortRangeBounds, CONFORMAL_ALPHA -> COHORT_RANGE_ALPHA) and stored raw, so this is a rename + re-description, not a model change; a rebuild reproduces byte-identical values under the new names. Above k=39 the ranks still move inward and the range tightens - a richness rung deepening with N (invariant 11), never a gate. trajectory_class is UNCHANGED (below_band | within_band | above_band still describe where the subject sits relative to the stored pair). The V66 entry above keeps the retired names and the retired coverage narration VERBATIM per the append-only rule - that is history, not drift. No seeded-path migration is needed or possible for a rename: the live build is always cold (Mirror-C2), and a carried-forward DB simply keeps two orphan columns nothing reads or writes. Fixture builds write no pool rows at all, so only the table schema (hence the fingerprint) moves.


created_at: 2026-08-04T05:00:00.000Z
description:
  V80 - verdict hysteresis and percentile surprise (enhance / Goal C, C6). TWO new columns, both additive. (1) app_wisdom_verdict_daily.boundary_distance REAL - the SIGNED distance between the test's measurement and its own decision boundary, expressed in units of that threshold, stamped beside every verdict at write time. |d| >= 1 means the measurement is at or past the boundary; |d| < 1 means it sits inside the undecided band; NULL when a test's decision is not expressible as a one-dimensional margin. WHY: a verdict was recomputed from scratch each build with no memory of how close it had been to the line, so a belief whose statistic hovered at the threshold reversed itself build after build - ctr_matters_more_than_retention changed verdict TEN times across one channel's 62-day replayed span, and a learning that reverses itself weekly teaches nothing. The stored ledger keeps the raw per-build verdict (nothing is smoothed away on disk); the DISPLAY resolver at dashboard/src/lib/wisdom/hysteresis.ts derives the stable verdict every surface shows, letting a new verdict take over only after it has held for three consecutive builds with |d| >= 1. Replayed displayed flips fall 10 -> 2. The verdict is STABLE, never ABSENT: the head of a ledger displays exactly what it measured, and 'inconclusive' is the one status that cannot displace a standing verdict (it is the absence of a reading, not a reading) - a stretch of inconclusive builds instead pulls the evidence confidence ladder to 'low'. The same resolver drives compute-wisdom-flip-lifetime.js, so app_wisdom_flip_lifetime.flip_count now counts DISPLAYED flips and can no longer disagree with the verdicts listed beside it. (2) app_metric_zscore_daily.surprise REAL - a RANK-BASED percentile companion beside the kept zscore column: (below - above) / sample_size over the same 28-day baseline window, where below/above count baseline values strictly under/over the trailing-7 value and ties contribute nothing. Bounded to [-1, 1] BY CONSTRUCTION, not by clamping, since below + above <= sample_size. summary_channel_metrics_daily.anomaly_score_composite switches from SUM(ABS(zscore)) to SUM(ABS(surprise)) in a single phase (no dual-write interim) and the metric-anomaly detector plus the chart anomaly overlay rank on surprise, so the composite can no longer be swamped by one unbounded metric - each of the five tracked metrics contributes at most 1.0. zscore is KEPT and still written: it remains the natural-units read of how far a day sat from its baseline mean, and the download keeps both. Both columns are nullable and guarded-ALTER'd onto a restored pre-V80 snapshot; a NULL surprise drops out of the composite sum exactly like a NULL zscore already does. The same session lights the nine requires_cross_channel wisdom tests, which the runner had hard-skipped as not_currently_testable since the canon shipped - no schema change of their own (they write ordinary app_wisdom_verdict_daily rows).


created_at: 2026-08-04T06:00:00.000Z
description:
  V81 - the decay fit stops being least-squares and starts carrying its own error bar (enhance / Goal D, D-s2). ONE new column: summary_video_decay_model.quiet_date_uncertainty_days REAL - the plus-or-minus, in days, on predicted_quiet_date. WHY THE FIT CHANGED: the video's own decay slope is fit over as few as MIN_OWN_FIT_DAYS = 3 post-day-3 points, and ordinary least squares is the wrong estimator in that regime - one mid-life traffic bump (a Shorts-feed or Suggested surge, the single most common thing that happens to a video) drags the line with it. Measured on synthetic series with a known slope and one 25x mid-life spike, 40 replicates per cell: at n = 8, true b = -0.0800, OLS recovered -0.04441 (45% low) and a Poisson-deviance IRLS recovered +0.04918 - a SIGN FLIP, calling a decaying video a rising one - while Theil-Sen recovered -0.07834; at n = 14 the three read -0.07519 / -0.01267 / -0.08168. On clean exponential, flat and rising series all three agree inside noise, so nothing is lost where OLS was already adequate. Theil-Sen also wins on determinism, which is load-bearing here: the Poisson IRLS converged in 3, 4, 5 or 6 iterations across the same probe, i.e. it sits on a live convergence-tolerance boundary, and a one-iteration difference between arm64 and x64 is exactly the cross-architecture drift DECAY_REAL_DECIMALS exists to absorb; Theil-Sen does not iterate at all and its estimate is an ORDER STATISTIC of the pairwise slopes - a selection, not an accumulation - so last-bit Math.log drift cannot compound. The CHANNEL curve (level 2 of the C3 hierarchy) keeps OLS: it is fit over every point of every video at once, a regime where the estimators agree and where exact Theil-Sen would be quadratic over tens of thousands of points. Above THEIL_SEN_MAX_POINTS = 400 own-fit points the OLS slope and its standard-error band stand in - a compute-cost bound, never a gate: every video gets a slope and a band on both sides of the line. THE NEW COLUMN: the quiet date solves a + b*age = ln(6) for age, so its uncertainty is the slope's uncertainty carried through that solve - the same crossing re-solved at both edges of the slope's 95% band, halved. The slope band is Theil-Sen's distribution-free Kendall rank interval (pairwise-slope order statistics at ranks (m -/+ C)/2 with C = z*sqrt(n(n-1)(2n+5)/18)) - integer ranks, no residual variance, no n-2 degrees of freedom, no normal-theory assumption applied to 5 points - widened in quadrature for however much of the slope is borrowed from the channel/pool curve under the C3 shrink weight. NULL when there is no quiet date, and NULL when the shallow edge of the slope band is flat or rising, because the curve may then never cross and the late edge of the date band is at infinity: an honest unbounded, never a withheld value. TWO CONSUMERS OF THE OLD R-SQUARED GATE GO WITH IT. Build-side, classifyShrunk's own-data trust test changes from r2 > 0.3 to 'the slope band excludes zero' (|b| > ciHalf) - the same question, is the direction of this curve resolved or is it noise, asked in a form 5 points can answer. Read-side, dashboard/src/lib/insights/detectors/decay-projection.ts drops R2_GATE = 0.7 for a band-width gate: a video fires video_imminent_quiet when its projected quiet date is inside the horizon AND the plus-or-minus on that date is no wider than the horizon itself - the uncertainty must be smaller than the claim. goodness_of_fit_r2 is KEPT and still written on every row: it remains an honest description of how straight the log-view series is, and the download keeps it. It simply no longer decides anything. Determinism: no RNG, no wall clock, stamps bind to asOfDate, the new REAL is quantized through roundReal at DECAY_REAL_DECIMALS = 6 like every other REAL in the module. Seeded-path migration: PRAGMA-checked ALTER TABLE ADD COLUMN beside the three V77 columns. forecast_decay_history copies the fit values verbatim, so DECAY_LOGIC_VERSION goes 1 -> 2 and the in-build wipe re-bootstraps public/data/forecast-decay-log.json under the new logic per the standing wipe policy.


# data_status

metric_type: reporting_cutoff
available_to: 2026-08-24
source: analytics
contributor_id: c-317ca5d118f6a89f10b9
notes:
  The last day this dashboard charts through. Derived from the channel’s own record: the reporting extent, extended across later days the channel’s lifetime view count shows carried no views.


metric_type: reporting_timezone
source: America/Los_Angeles
contributor_id: c-317ca5d118f6a89f10b9
notes:
  YouTube reporting rolls up to calendar days in PT (America/Los_Angeles), not your local timezone. A "day" in this dataset is a calendar day in PT.


# traffic_source

api_name: NO_LINK_OTHER
display_name: Direct / Unknown
category: direct
description:
  Direct visits or unknown sources. Catch-all when YouTube can't attribute the view to a specific surface.


api_name: ANNOTATION
display_name: Cards / Annotations
category: interactive
description:
  Legacy in-video annotation overlay (deprecated by YouTube — surfaces only on archival annotated videos).


# summary_channel

contributor_id: c-317ca5d118f6a89f10b9
first_video_date: 2025-05-06
latest_data_date: 2026-08-24
snapshot_date: 2026-08-24
publish_gap_distribution:
  {"0":4,"1":3,"2":3,"3":1,"7":2,"9":2,"10":2,"15":1,"17":1,"18":1,"22":1,"26":2,"39":1,"64":1,"85":1,"96":1}


# channel_timeline_event

event_key: 7a04898c7892e9b1
date: 2026-08-18
event_type: step_change
detector: step_change
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"metric":"weighted_ctr_7d","metric_label":"CTR (7-day weighted)","split_date":"2026-08-18","before_mean":0.0336,"after_mean":0.0863,"magnitude_pct":157}


event_key: e768ef3ee027a739
date: 2026-08-08
event_type: step_change
detector: step_change
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"metric":"avd_7d","metric_label":"avg view duration (7-day mean)","split_date":"2026-08-08","before_mean":19.0023,"after_mean":34.5403,"magnitude_pct":82}


event_key: 937221a4c8218ffe
date: 2026-08-24
event_type: trend
detector: trend
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"metric":"channel_views","metric_label":"daily views (7-day mean)","metric_noun":"Daily views","mode":"prev","window_days":7,"direction":"rising","current_avg":76,"baseline_avg":21,"magnitude_pct":269,"current_n":7,"baseline_n":7}


event_key: b3a51cbb275154ec
date: 2026-07-29
event_type: rank_change
detector: source_lead
direction: notable
snapshot_date: 2026-08-24
evidence_json:
  {"kind":"source_lead","prior_leader":"24","new_leader":"5","prior_value":7,"new_value":11,"prior_label":"Shorts Feed","new_label":"YouTube Search"}


event_key: 81d37bee757aa098
date: 2026-08-02
event_type: rank_change
detector: source_lead
direction: notable
snapshot_date: 2026-08-24
evidence_json:
  {"kind":"source_lead","prior_leader":"5","new_leader":"24","prior_value":13,"new_value":14,"prior_label":"YouTube Search","new_label":"Shorts Feed"}


event_key: 8e586d5c8fc43a9a
date: 2026-08-03
event_type: rank_change
detector: source_lead
direction: notable
snapshot_date: 2026-08-24
evidence_json:
  {"kind":"source_lead","prior_leader":"24","new_leader":"5","prior_value":15,"new_value":15,"prior_label":"Shorts Feed","new_label":"YouTube Search"}


event_key: 4523da60ee57008a
date: 2026-08-05
event_type: rank_change
detector: source_lead
direction: notable
snapshot_date: 2026-08-24
evidence_json:
  {"kind":"source_lead","prior_leader":"5","new_leader":"24","prior_value":13,"new_value":15,"prior_label":"YouTube Search","new_label":"Shorts Feed"}


event_key: 922177799c596a7f
date: 2026-08-10
event_type: rank_change
detector: source_lead
direction: notable
snapshot_date: 2026-08-24
evidence_json:
  {"kind":"source_lead","prior_leader":"5","new_leader":"7","prior_value":17,"new_value":36,"prior_label":"YouTube Search","new_label":"Suggested Videos"}


event_key: b9bf9fd67721255d
date: 2026-08-20
event_type: rank_change
detector: video_lead
direction: notable
video_id: TKohCSznxrk
snapshot_date: 2026-08-24
evidence_json:
  {"kind":"video_lead","prior_leader":"CYdtcftR2rI","new_leader":"TKohCSznxrk","prior_value":115,"new_value":141,"prior_label":"Carnival Panorama Dining Showtime Day 1 - February 2026","new_label":"Shots From Summer 2026"}


event_key: b34f709ee661858c
date: 2026-08-21
event_type: rank_change
detector: source_lead
direction: notable
snapshot_date: 2026-08-24
evidence_json:
  {"kind":"source_lead","prior_leader":"7","new_leader":"24","prior_value":120,"new_value":205,"prior_label":"Suggested Videos","new_label":"Shorts Feed"}


event_key: c8e984951933c0ad
date: 2026-07-28
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: 3ytlpPOoji8
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"3ytlpPOoji8","country_code":"US","share_at_crossing":1,"first_view_date":"2026-07-28"}


event_key: 7b4e9ecb3b574b2c
date: 2026-07-30
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: 5X51Cavu8mc
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"5X51Cavu8mc","country_code":"US","share_at_crossing":1,"first_view_date":"2026-07-30"}


event_key: d51b28a265b631d7
date: 2026-08-20
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: 5ehNg_ILwns
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"5ehNg_ILwns","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-20"}


event_key: 2a9cbfd6a140c815
date: 2026-07-31
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: A6AEuxCwbXc
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"A6AEuxCwbXc","country_code":"US","share_at_crossing":1,"first_view_date":"2026-07-31"}


event_key: af3ab33406a39e8d
date: 2026-07-29
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: BSlGfx2OELA
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"BSlGfx2OELA","country_code":"US","share_at_crossing":1,"first_view_date":"2026-07-29"}


event_key: 1617e2fe9490d151
date: 2026-08-12
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: BSlGfx2OELA
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"BSlGfx2OELA","country_code":"OT","share_at_crossing":0.0588,"first_view_date":"2026-08-12"}


event_key: 715919e62aa07fba
date: 2026-08-06
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: CYdtcftR2rI
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"CYdtcftR2rI","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-06"}


event_key: 5811d01f2d1246d0
date: 2026-08-10
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: CYdtcftR2rI
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"CYdtcftR2rI","country_code":"OT","share_at_crossing":0.1212,"first_view_date":"2026-08-10"}


event_key: 090d8d35d277e974
date: 2026-08-17
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: DAp-hvb6FhA
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"DAp-hvb6FhA","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-17"}


event_key: e62b5c1563919ba7
date: 2026-08-20
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: I1q3BptLCgw
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"I1q3BptLCgw","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-20"}


event_key: 8a8a9f8adefe8c09
date: 2026-08-08
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: QwG-FnKnj24
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"QwG-FnKnj24","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-08"}


event_key: 0f1e8e98f60b8b4a
date: 2026-07-26
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: T3hgpGPRpbs
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"T3hgpGPRpbs","country_code":"US","share_at_crossing":1,"first_view_date":"2026-07-26"}


event_key: 4bb10fccf6d46f7d
date: 2026-08-04
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: T3hgpGPRpbs
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"T3hgpGPRpbs","country_code":"OT","share_at_crossing":0.125,"first_view_date":"2026-08-04"}


event_key: 7cb25dd5065baa27
date: 2026-08-20
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: TKohCSznxrk
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"TKohCSznxrk","country_code":"OT","share_at_crossing":0.3262,"first_view_date":"2026-08-20"}


event_key: e8646e364f6e0cd4
date: 2026-08-20
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: TKohCSznxrk
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"TKohCSznxrk","country_code":"US","share_at_crossing":0.6738,"first_view_date":"2026-08-20"}


event_key: d874c0960ef52d1c
date: 2026-07-26
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: ZwxN2abo968
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"ZwxN2abo968","country_code":"US","share_at_crossing":1,"first_view_date":"2026-07-26"}


event_key: 0d5f8fd22fe999e2
date: 2026-08-21
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: e4RKmb24lEY
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"e4RKmb24lEY","country_code":"OT","share_at_crossing":0.7416,"first_view_date":"2026-08-21"}


event_key: 20cb9628bea31841
date: 2026-08-21
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: e4RKmb24lEY
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"e4RKmb24lEY","country_code":"US","share_at_crossing":0.2584,"first_view_date":"2026-08-21"}


event_key: da9b6e9a84076db4
date: 2026-07-26
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: eDFGecvOc7Y
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"eDFGecvOc7Y","country_code":"US","share_at_crossing":1,"first_view_date":"2026-07-26"}


event_key: 8a0dc514911fa679
date: 2026-08-01
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: eWrspE2ClyA
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"eWrspE2ClyA","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-01"}


event_key: 069ea145db593d2a
date: 2026-08-08
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: jxEqU9b5LKE
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"jxEqU9b5LKE","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-08"}


event_key: e275c4b08d21bab3
date: 2026-08-09
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: jxEqU9b5LKE
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"jxEqU9b5LKE","country_code":"OT","share_at_crossing":0.1667,"first_view_date":"2026-08-09"}


event_key: 18c7f185b83bb53f
date: 2026-08-18
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: liucihkVToc
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"liucihkVToc","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-18"}


event_key: 76119da69e684224
date: 2026-08-20
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: ncaoiG0yGaI
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"ncaoiG0yGaI","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-20"}


event_key: bc2397935faf1e59
date: 2026-08-10
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: oOzRaFvCJ_o
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"oOzRaFvCJ_o","country_code":"US","share_at_crossing":1,"first_view_date":"2026-08-10"}


event_key: 511e1ff0aaa01214
date: 2026-07-28
event_type: audience_expansion
detector: audience_expansion
direction: positive
video_id: xXXcW1fxJ9k
snapshot_date: 2026-08-24
evidence_json:
  {"scope":"video","video_id":"xXXcW1fxJ9k","country_code":"US","share_at_crossing":1,"first_view_date":"2026-07-28"}


event_key: e68af05238ee0228
date: 2026-07-30
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: ZwxN2abo968
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"ZwxN2abo968","old_stage":"peak","new_stage":"tail","days_in_old_stage":4,"magnitude":78.57142857142857,"views_3d_before":0.6666666666666666,"views_3d_after":0.3333333333333333,"views_rate_change_pct":-50}


event_key: 72db0c048bc92114
date: 2026-08-03
event_type: stage_transition
detector: stage_transition
direction: positive
video_id: ZwxN2abo968
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"ZwxN2abo968","old_stage":"quiet","new_stage":"re_emerged","days_in_old_stage":3,"magnitude":null,"views_3d_before":0,"views_3d_after":2,"views_rate_change_pct":null}


event_key: fe077d954f22be4d
date: 2026-08-04
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: 3ytlpPOoji8
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"3ytlpPOoji8","old_stage":"quiet","new_stage":"peak","days_in_old_stage":1,"magnitude":114.28571428571428,"views_3d_before":0.3333333333333333,"views_3d_after":0,"views_rate_change_pct":-100}


event_key: ee1cf35a87162c42
date: 2026-08-04
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: eWrspE2ClyA
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"eWrspE2ClyA","old_stage":"quiet","new_stage":"tail","days_in_old_stage":5,"magnitude":171.42857142857144,"views_3d_before":0.3333333333333333,"views_3d_after":0.6666666666666666,"views_rate_change_pct":100}


event_key: 42e3fd7d7cfef21c
date: 2026-08-06
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: BSlGfx2OELA
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"BSlGfx2OELA","old_stage":"peak","new_stage":"tail","days_in_old_stage":7,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 1b15f64ece50996f
date: 2026-08-08
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: 5ehNg_ILwns
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"5ehNg_ILwns","old_stage":"quiet","new_stage":"dormant","days_in_old_stage":9,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 4326f69c95fc238e
date: 2026-08-08
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: ncaoiG0yGaI
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"ncaoiG0yGaI","old_stage":"quiet","new_stage":"dormant","days_in_old_stage":9,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: b7a4a9ec45958f21
date: 2026-08-10
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: BSlGfx2OELA
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"BSlGfx2OELA","old_stage":"quiet","new_stage":"tail","days_in_old_stage":3,"magnitude":null,"views_3d_before":0,"views_3d_after":1,"views_rate_change_pct":null}


event_key: 97cf50f3fb508f10
date: 2026-08-11
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: 3ytlpPOoji8
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"3ytlpPOoji8","old_stage":"peak","new_stage":"tail","days_in_old_stage":7,"magnitude":null,"views_3d_before":0,"views_3d_after":0.6666666666666666,"views_rate_change_pct":null}


event_key: 7bacbb3304fd324f
date: 2026-08-11
event_type: stage_transition
detector: stage_transition
direction: positive
video_id: ZwxN2abo968
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"ZwxN2abo968","old_stage":"quiet","new_stage":"re_emerged","days_in_old_stage":2,"magnitude":257.14285714285717,"views_3d_before":0.3333333333333333,"views_3d_after":1,"views_rate_change_pct":200.00000000000006}


event_key: 1e5abcfeab4b22f6
date: 2026-08-13
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: 29PyUYx3VxQ
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"29PyUYx3VxQ","old_stage":"quiet","new_stage":"dormant","days_in_old_stage":14,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 6ca570a1d9522d97
date: 2026-08-13
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: J1DRxnCkqn8
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"J1DRxnCkqn8","old_stage":"quiet","new_stage":"dormant","days_in_old_stage":14,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: cb904cec925e503d
date: 2026-08-14
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: DAp-hvb6FhA
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"DAp-hvb6FhA","old_stage":"quiet","new_stage":"peak","days_in_old_stage":15,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: f6883098c27d781f
date: 2026-08-14
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: eDFGecvOc7Y
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"eDFGecvOc7Y","old_stage":"quiet","new_stage":"peak","days_in_old_stage":14,"magnitude":null,"views_3d_before":0,"views_3d_after":1,"views_rate_change_pct":null}


event_key: 68c209bce98f82d6
date: 2026-08-15
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: liucihkVToc
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"liucihkVToc","old_stage":"quiet","new_stage":"peak","days_in_old_stage":16,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: e536ee2b7139935d
date: 2026-08-17
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: I1q3BptLCgw
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"I1q3BptLCgw","old_stage":"quiet","new_stage":"peak","days_in_old_stage":18,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 548ae7e9a97b1041
date: 2026-08-17
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: eWrspE2ClyA
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"eWrspE2ClyA","old_stage":"quiet","new_stage":"peak","days_in_old_stage":8,"magnitude":214.28571428571428,"views_3d_before":0.3333333333333333,"views_3d_after":0,"views_rate_change_pct":-100}


event_key: fdcbaa39b7156e9c
date: 2026-08-17
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: xXXcW1fxJ9k
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"xXXcW1fxJ9k","old_stage":"quiet","new_stage":"peak","days_in_old_stage":18,"magnitude":null,"views_3d_before":0,"views_3d_after":0.3333333333333333,"views_rate_change_pct":null}


event_key: 591e8e4833f656f1
date: 2026-08-18
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: 5X51Cavu8mc
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"5X51Cavu8mc","old_stage":"quiet","new_stage":"tail","days_in_old_stage":14,"magnitude":null,"views_3d_before":0,"views_3d_after":0.6666666666666666,"views_rate_change_pct":null}


event_key: 92d2136bcdcef7fe
date: 2026-08-18
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: QwG-FnKnj24
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"QwG-FnKnj24","old_stage":"quiet","new_stage":"tail","days_in_old_stage":19,"magnitude":371.42857142857144,"views_3d_before":0.3333333333333333,"views_3d_after":0.6666666666666666,"views_rate_change_pct":100}


event_key: 0261b1aad63758b3
date: 2026-08-18
event_type: stage_transition
detector: stage_transition
direction: positive
video_id: T3hgpGPRpbs
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"T3hgpGPRpbs","old_stage":"quiet","new_stage":"re_emerged","days_in_old_stage":18,"magnitude":null,"views_3d_before":0,"views_3d_after":2.6666666666666665,"views_rate_change_pct":null}


event_key: 362955f26710533b
date: 2026-08-18
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: ZwxN2abo968
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"ZwxN2abo968","old_stage":"quiet","new_stage":"tail","days_in_old_stage":2,"magnitude":null,"views_3d_before":0,"views_3d_after":1.6666666666666667,"views_rate_change_pct":null}


event_key: 1a8f5ef583ca41aa
date: 2026-08-20
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: BSlGfx2OELA
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"BSlGfx2OELA","old_stage":"quiet","new_stage":"tail","days_in_old_stage":5,"magnitude":null,"views_3d_before":0,"views_3d_after":0.6666666666666666,"views_rate_change_pct":null}


event_key: 09164bcbca827675
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: 29PyUYx3VxQ
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"29PyUYx3VxQ","old_stage":"quiet","new_stage":"peak","days_in_old_stage":3,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: f95c3060fcadb793
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: DzY_U8wJrZM
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"DzY_U8wJrZM","old_stage":"quiet","new_stage":"peak","days_in_old_stage":22,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: bd5018782bffdce8
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: J1DRxnCkqn8
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"J1DRxnCkqn8","old_stage":"quiet","new_stage":"peak","days_in_old_stage":3,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 1f158d32c1d7f6d9
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: NWEQu5AbbTA
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"NWEQu5AbbTA","old_stage":"quiet","new_stage":"peak","days_in_old_stage":22,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 16864892e3d89968
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: bTJBHEOpjrk
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"bTJBHEOpjrk","old_stage":"quiet","new_stage":"peak","days_in_old_stage":22,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: b5d2672daaf092e3
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: eDFGecvOc7Y
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"eDFGecvOc7Y","old_stage":"peak","new_stage":"tail","days_in_old_stage":7,"magnitude":200,"views_3d_before":1,"views_3d_after":0,"views_rate_change_pct":-100}


event_key: bfe0296ea033ec55
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: jQSjxxhmSzQ
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"jQSjxxhmSzQ","old_stage":"quiet","new_stage":"peak","days_in_old_stage":22,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 21a5de1eb4170c1c
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: jfaqWCprW-o
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"jfaqWCprW-o","old_stage":"quiet","new_stage":"peak","days_in_old_stage":22,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 218ca315a7228cf2
date: 2026-08-21
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: sDzMu0VDOEw
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"sDzMu0VDOEw","old_stage":"quiet","new_stage":"peak","days_in_old_stage":22,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 881dafce1dbe4d51
date: 2026-08-22
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: CYdtcftR2rI
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"CYdtcftR2rI","old_stage":"peak","new_stage":"tail","days_in_old_stage":7,"magnitude":62.500000000000014,"views_3d_before":5.333333333333333,"views_3d_after":7,"views_rate_change_pct":31.250000000000007}


event_key: f5b162d075ac4574
date: 2026-08-24
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: 5ehNg_ILwns
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"5ehNg_ILwns","old_stage":"peak","new_stage":"tail","days_in_old_stage":7,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 8f1e04ab394dbf83
date: 2026-08-24
event_type: stage_transition
detector: stage_transition
direction: neutral
video_id: eWrspE2ClyA
snapshot_date: 2026-08-24
evidence_json:
  {"video_id":"eWrspE2ClyA","old_stage":"peak","new_stage":"tail","days_in_old_stage":7,"magnitude":null,"views_3d_before":0,"views_3d_after":0,"views_rate_change_pct":null}


event_key: 6e80f1567726f920
date: 2026-08-04
event_type: multi_video_activation
detector: multi_video_activation
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"videos":[{"video_id":"eWrspE2ClyA","lift_x":14,"today_views":2},{"video_id":"T3hgpGPRpbs","lift_x":3.5,"today_views":1},{"video_id":"ZwxN2abo968","lift_x":2.8,"today_views":2}],"activation_count":3}


event_key: 0350fffd11c4b373
date: 2026-08-10
event_type: multi_video_activation
detector: multi_video_activation
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"videos":[{"video_id":"eDFGecvOc7Y","lift_x":7,"today_views":1},{"video_id":"CYdtcftR2rI","lift_x":3.76,"today_views":16},{"video_id":"jxEqU9b5LKE","lift_x":2.67,"today_views":8}],"activation_count":3}


event_key: 4a12b78ebed15116
date: 2026-08-11
event_type: multi_video_activation
detector: multi_video_activation
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"videos":[{"video_id":"ZwxN2abo968","lift_x":5.25,"today_views":3},{"video_id":"oOzRaFvCJ_o","lift_x":2.17,"today_views":26},{"video_id":"jxEqU9b5LKE","lift_x":2.14,"today_views":10}],"activation_count":3}


event_key: 87b3b2586058bca5
date: 2026-08-16
event_type: multi_video_activation
detector: multi_video_activation
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"videos":[{"video_id":"3ytlpPOoji8","lift_x":2.33,"today_views":1},{"video_id":"eDFGecvOc7Y","lift_x":2.33,"today_views":1},{"video_id":"jxEqU9b5LKE","lift_x":2.12,"today_views":10}],"activation_count":3}


event_key: 95d9bb6b67a908da
date: 2026-08-18
event_type: multi_video_activation
detector: multi_video_activation
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"videos":[{"video_id":"QwG-FnKnj24","lift_x":14,"today_views":2},{"video_id":"ZwxN2abo968","lift_x":4.67,"today_views":2},{"video_id":"CYdtcftR2rI","lift_x":3.28,"today_views":22},{"video_id":"oOzRaFvCJ_o","lift_x":2.7,"today_views":17},{"video_id":"jxEqU9b5LKE","lift_x":2.26,"today_views":11}],"activation_count":5}


event_key: c135af3bea4a836c
date: 2026-08-20
event_type: multi_video_activation
detector: multi_video_activation
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"videos":[{"video_id":"eWrspE2ClyA","lift_x":21,"today_views":3},{"video_id":"T3hgpGPRpbs","lift_x":7,"today_views":4},{"video_id":"xXXcW1fxJ9k","lift_x":7,"today_views":1},{"video_id":"ZwxN2abo968","lift_x":4.67,"today_views":2},{"video_id":"eDFGecvOc7Y","lift_x":2.63,"today_views":3}],"activation_count":5}


event_key: a7bfbbaddf02e166
date: 2026-08-24
event_type: multi_video_activation
detector: multi_video_activation
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"videos":[{"video_id":"QwG-FnKnj24","lift_x":11.67,"today_views":5},{"video_id":"jxEqU9b5LKE","lift_x":3.89,"today_views":20},{"video_id":"BSlGfx2OELA","lift_x":3.5,"today_views":1}],"activation_count":3}


event_key: c5f67f2e5bda7459
date: 2026-07-30
event_type: emerging_audience
detector: emerging_audience
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"traffic_source_id":4,"traffic_source_name":"Channel Page","country_code":"US","views_last_28d":97}


event_key: 474493f14db0af88
date: 2026-07-28
event_type: emerging_audience
detector: emerging_audience
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"traffic_source_id":5,"traffic_source_name":"YouTube Search","country_code":"US","views_last_28d":62}


event_key: 420bfcc11cf038d2
date: 2026-08-08
event_type: emerging_audience
detector: emerging_audience
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"traffic_source_id":7,"traffic_source_name":"Suggested Videos","country_code":"US","views_last_28d":283}


event_key: 38fd59b7464ca8b0
date: 2026-07-28
event_type: emerging_audience
detector: emerging_audience
direction: positive
snapshot_date: 2026-08-24
evidence_json:
  {"traffic_source_id":24,"traffic_source_name":"Shorts Feed","country_code":"US","views_last_28d":100}


event_key: 5991618e0a69b55e
date: 2026-07-28
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"mid_length_videos_optimal","prior_status":"inconclusive","new_status":"disagrees","belief_short":"Mid-length optimum"}


event_key: b2089cdd49fdfe89
date: 2026-07-29
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"weekend_uploads_underperform","prior_status":"inconclusive","new_status":"disagrees","belief_short":"Weekend-upload penalty"}


event_key: 0b8730a35f59559c
date: 2026-07-30
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"weekend_uploads_underperform","prior_status":"disagrees","new_status":"inconclusive","belief_short":"Weekend-upload penalty"}


event_key: 1bc4191a6c445479
date: 2026-08-08
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"algorithm_tests_then_scales","prior_status":"inconclusive","new_status":"disagrees","belief_short":"Test-then-scale distribution"}


event_key: ff576858bf725eae
date: 2026-08-08
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"day_1_3_testing_window","prior_status":"inconclusive","new_status":"disagrees","belief_short":"Day 1–3 testing window"}


event_key: 455b614e85ef9085
date: 2026-08-08
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"videos_peak_day_1_3","prior_status":"inconclusive","new_status":"disagrees","belief_short":"Day 1–3 peak"}


event_key: c5a7f7624081528a
date: 2026-08-15
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"search_equals_evergreen","prior_status":"inconclusive","new_status":"disagrees","belief_short":"Search-share evergreen"}


event_key: b670c8a574457507
date: 2026-08-18
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"comments_outweigh_likes","prior_status":"inconclusive","new_status":"disagrees","belief_short":"Comments over likes"}


event_key: 04741a97bb66b3bf
date: 2026-08-20
event_type: wisdom_flip
detector: wisdom_flip
direction: neutral
snapshot_date: 2026-08-24
evidence_json:
  {"test_id":"new_uploads_steal_impressions","prior_status":"inconclusive","new_status":"disagrees","belief_short":"New-upload impression theft"}


# channel_phase_log

date: 2026-07-29
phase: search_discoverable
evidence_json:
  {"phase":"search_discoverable","browsePct":18.2,"suggestedPct":0,"searchPct":50,"channelPct":0,"total_views":22}


date: 2026-08-16
phase: suggested_dominant
prior_phase: search_discoverable
evidence_json:
  {"phase":"suggested_dominant","browsePct":9,"suggestedPct":52.2,"searchPct":20.4,"channelPct":4.7,"total_views":255}


# metric_metadata

metric_id: temperature_score
source_tables: summary_channel_metrics_daily.temperature_score
confidence_method: NULL when fewer than 35 baseline days exist.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  A 0–100 weighted blend of trailing channel performance vs the channel's prior-90-day baseline; 50 reads as the channel's own normal.

computation_doc:
  Per-day weighted blend of trailing CTR, AVD, sub-rate, source diversity, and library-activity z-scores against the prior 90-day baseline. Below 35 days of baseline the column stays NULL. 50 reads as "your normal", 60 as a warmer week than typical for this channel, 40 as a cooler week than typical. Both extremes are legitimate — the value is observation, not verdict.


metric_id: country_diversity_score
definition: Simpson diversity index of the channel's top-country shares per date.
source_tables: summary_channel_metrics_daily.country_diversity_score
confidence_method: NULL when fewer than 35 baseline days exist.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Simpson form 1 - sum(share^2) over the per-date top-country shares from summary_channel_country_daily. 0 reads as "all views from one country"; 1 reads as "spread evenly across all countries". Computed daily; NULL on dates with fewer than 35 days of baseline.


metric_id: algorithmic_dependency_index
confidence_method: NULL when no traffic rows exist for the channel.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  Channel-wide share of views from algorithmic discovery sources (Browse, Suggested, Search) versus sticky sources (Direct, Channel Page, Playlist, End Screen, link-clicks, subscriber notifications).

source_tables:
  summary_channel.algorithmic_dependency_index, summary_channel_metrics_daily.algorithmic_dependency_index

computation_doc:
  1.0 minus the channel-wide sticky-traffic ratio. Sticky sources are those where the viewer chose to come back: Direct, Channel Page, Playlist, End Screen, link-clicks from off-platform, subscriber notification. Algorithmic sources are everything else (Browse, Suggested, Search, advertising, hashtags, shorts feed). 1.0 = every view came from algorithmic discovery; 0.0 = every view came from a sticky source.


metric_id: sticky_traffic_ratio
definition: Per-video share of total views from sticky (non-algorithmic) traffic sources.
source_tables: summary_video.sticky_traffic_ratio
confidence_method: NULL when no traffic rows exist for the video.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  SUM(traffic.views WHERE is_sticky=1) / total_views, on a per-video basis. NULL when the video has no traffic rows. Both extremes are legitimate channel patterns; the value is observation, not verdict.


metric_id: audience_persistence_pct
definition: Share of last week's (source, country) audience buckets that also appeared the prior week.
source_tables: summary_channel_metrics_daily.audience_persistence_pct
confidence_method: NULL on dates that are not ISO week-ending.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Computed as a weekly comparison: |intersection of last-week and prior-week (source, country) buckets| / |last-week buckets|. Written only on ISO week-ending dates; NULL on every other date. High persistence reads as "the same audience returned"; low persistence reads as "a different audience showed up."


metric_id: audience_replacement_rate
definition: Share of last week's (source, country) audience buckets that did NOT appear the prior week.
source_tables: summary_channel_metrics_daily.audience_replacement_rate
confidence_method: NULL on dates that are not ISO week-ending.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Complement of audience_persistence_pct over the same weekly window. High replacement reads as "fresh discovery"; low replacement reads as "the same audience returned." Both states are legitimate channel patterns at different ages.


metric_id: anomaly_score_composite
source_tables: summary_channel_metrics_daily.anomaly_score_composite, app_metric_zscore_daily
confidence_method: NULL until each input metric clears its 28-day baseline floor.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  How far the day sat outside its own recent norm, summed across the five tracked daily metrics; one row per date.

computation_doc:
  SUM(ABS(surprise)) per date across the five tracked metrics in app_metric_zscore_daily (daily_views, weighted_ctr, weighted_avd, sub_gain_rate, total_impressions). Each surprise is a rank percentile against the prior 28-day baseline — (days below minus days above) / 28 — bounded to [-1, 1] by construction, so the composite runs 0..5 and no single metric can contribute more than 1.0. Before V80 this summed the unbounded ABS(zscore), where one fat-tailed metric decided almost every date; the z-score is still stored beside it for a natural-units read. The baseline window must hold at least 28 non-null values or the metric contributes nothing that date. The composite is observation-only — not a "risk score" or "danger meter."


metric_id: engagement_rate_composite
definition: Weighted engagement events per total view, with comments and shares weighted higher than likes.
source_tables: summary_video.engagement_rate_composite, engagement_weights
confidence_method: NULL when total_views = 0.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  (likes × likes_weight + comments × comments_weight + shares × shares_weight) / total_views. Default weights: likes=1, comments=5, shares=3 (per the engagement_weights table). NULL when total_views = 0.


metric_id: engagement_velocity_24h
definition: Total engagement events (likes + comments + shares) in the first 24 hours after publish.
source_tables: summary_video.engagement_velocity_24h
confidence_method: NULL until the publish day has been reported.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  SUM(likes + comments + shares) from video_daily rows where the date matches the publish day. Since YouTube reporting rolls up to UTC days, "first 24 hours" approximates to "the publish day" — a video published at 22:00 UTC will show only the 2 hours before midnight here.


metric_id: engagement_velocity_7d
definition: Total engagement events (likes + comments + shares) in the first 7 days after publish.
source_tables: summary_video.engagement_velocity_7d
confidence_method: NULL until day 6 has been reported.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  SUM(likes + comments + shares) from video_daily rows in days 0-6 after publish (inclusive of publish day). NULL until day 6 has been reported.


metric_id: gini_views
definition: Library-wide Gini coefficient across video view totals; 0 = even, 1 = concentrated on one video.
source_tables: summary_channel.gini_views, summary_channel_metrics_daily.gini_views_28d
confidence_method: NULL when fewer than two videos hold positive views.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Standard Gini coefficient computed across summary_video.total_views for public videos. NULL when fewer than two videos hold a positive value (the formula is undefined). 0 reads as "views spread evenly across the catalog"; 1 reads as "one video carries everything." A higher Gini is common for channels with one or two breakout videos and is observation, not verdict.


metric_id: gini_subs
source_tables: summary_channel.gini_subs
confidence_method: NULL when fewer than two videos hold positive subs.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  Library-wide Gini coefficient across video subscriber-gain totals; 0 = even, 1 = concentrated on one video.

computation_doc:
  Standard Gini coefficient computed across summary_video.total_subs_gained for public videos. Same shape as gini_views but for subs gained. NULL when fewer than two videos hold a positive value.


metric_id: library_half_mass_video_count
definition: Smallest top-N video count whose total views sum to at least half of channel total views.
source_tables: summary_channel.library_half_mass_video_count
confidence_method: NULL when no public video has positive views.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Lorenz half-mass count: sort summary_video desc by total_views, walk the cumulative sum, return the count at which the running total first reaches >= 50% of channel total.


metric_id: avd_confidence
source_tables: summary_video.avd_confidence, summary_video_traffic.avd_confidence, video_daily.avd_confidence
confidence_method: This column IS the confidence tier; UI surfaces the noise tier with strikethrough rendering.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  Sample-size confidence tier for the row's average view duration; one of noise / low / medium / high.

computation_doc:
  Derived from the row's view sample size — the denominator AVD averages over. Noise tier when views < 10 (one or two viewers' watch time, statistically meaningless); low when views < 30; medium when views < 100; high otherwise. Mirrors the V10 ctr_confidence pattern but keyed on views instead of impressions.


metric_id: ctr_confidence
definition: Sample-size confidence tier for the row's click-through rate; one of noise / low / medium / high.
source_tables: summary_video.ctr_confidence, traffic_daily.ctr_confidence, video_daily.ctr_confidence
confidence_method: This column IS the confidence tier; UI surfaces the noise tier with strikethrough rendering.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Derived from the row's impressions sample size. Noise tier when impressions < 50; low when < 250; medium when < 1000; high otherwise. The thresholds are calibrated so that a noise-tier CTR is statistically meaningless (one or two clicks against a tiny denominator).


metric_id: ctr_quadrant
confidence_method: noise quadrant is the inclusion-failure bucket.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  Per-video position relative to the channel's CTR and retention medians; one of winner / clicked-not-watched / watched-not-clicked / quiet / noise.

source_tables:
  summary_video.ctr_quadrant, summary_channel.median_video_ctr, summary_channel.median_video_retention

computation_doc:
  Compares the video's weighted_ctr and avg_retention_pct to the channel-internal medians. Winner = above median on both axes; quiet = below median on both. The noise bucket short-circuits inclusion when ctr_confidence = noise OR total_views < 30 (sample too thin to read either axis honestly).


metric_id: unattributed_channel_views
definition: Per-date drift between the channel-level views snapshot and the sum of per-video views.
source_tables: summary_channel_metrics_daily.unattributed_channel_views
confidence_method: Reconciliation chart shows a sparse fallback below 14 days of history.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  MAX(0, summary_channel_snapshot_daily.total_views - SUM(video_daily.views WHERE pre_publish_stub = 0)) per date. Reads >0 when the channel-snapshot total exceeds the sum of attributed per-video reporting (e.g. deleted videos, late attribution). Floored at zero so reporting overcounts (per-video sum exceeds channel snapshot — also possible during transient lag) don't render as negative drift.


metric_id: country_hhi
definition: Sum-of-squared-shares across the video's per-country views, scaled by 10000.
source_tables: summary_video.country_hhi
confidence_method: NULL when no country-attributed views exist.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Standard Herfindahl-Hirschman index over the coarsened summary_video_country_lifetime rows for the video. NULL when the video has zero country-attributed views. Mirrors source_hhi shape; pairs the country dimension with traffic-source concentration on two independent axes.


metric_id: dominant_country_share
definition: Per-video share (0..1) of total views from the top-by-share country.
source_tables: summary_video.dominant_country_share, summary_video.dominant_country_code
confidence_method: NULL when no country-attributed views exist.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  The single highest country's share of the video's total views, with the country code in the sibling dominant_country_code column. Computed on the coarsened summary_video_country_lifetime distribution (countries below 5% per-video share are bucketed into "OT" / Other).


metric_id: country_audience_match_score
source_tables: summary_video.country_audience_match_score
confidence_method: NULL when no well-retaining channel distribution can be built.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  Cosine similarity between this video's country distribution and the channel-wide well-retaining country distribution.

computation_doc:
  The channel-wide well-retaining distribution is built by weighting each country by views from videos that retain at or above the channel median. The score is the cosine similarity (0..1) between this video's country shares and that distribution. 1.0 = the video's audience mirrors the channel's well-retaining countries exactly; 0.0 = no overlap.


metric_id: country_concentration_with_weak_retention
source_tables: summary_video.country_concentration_with_weak_retention
confidence_method: NULL when avg_avd_sec is unavailable.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  1 when one country holds >= 40% of a video's views AND that country watches >= 30% shorter than the video overall.

computation_doc:
  Boolean flag (0/1, NULL when avg_avd_sec is unavailable). Catches the pattern where a single country dominates the audience but retains less than the video as a whole — observation, not verdict. Both extremes (concentration with strong retention, dispersion with weak retention) are legitimate channel patterns.


metric_id: lifecycle_stage
source_tables: summary_video.lifecycle_stage, summary_video_stage_daily.stage
confidence_method: pre_publish stage means the video has no reported days yet.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  Most recent lifecycle stage classification for the video; one of pre_publish / debut / growth / peak / tail / quiet / re_emerged / zombie / dormant.

computation_doc:
  Classified by a deterministic JS pass over video_daily anchored on summary_video.peak_views_day. Reads from summary_video_stage_daily for the latest date the video has reporting for. The stages partition a video's lifetime into recognizable shapes.


metric_id: tail_half_life_days
definition: Days from peak views day to the day rolling views fell to half of peak.
source_tables: summary_video.tail_half_life_days
confidence_method: NULL until the video has decayed to half-peak.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  From the video's peak_views_day, walks forward until the trailing-7-day rolling views falls to <= 50% of peak_views_value. The day count is written here. NULL when the video hasn't yet decayed to half-peak (or hasn't peaked at all).


metric_id: source_hhi
definition: Sum-of-squared-shares across the video's per-source views, scaled by 10000.
source_tables: summary_video.source_hhi
confidence_method: NULL when no traffic rows exist.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Standard Herfindahl-Hirschman index over the per-(video, source) shares from summary_video_traffic. NULL when no traffic rows exist. Pairs with country_hhi to characterize concentration on two independent axes.


metric_id: imp_to_view_ratio
definition: Total impressions per view; ratio of how many shown thumbnails it took to earn one view.
source_tables: summary_video.imp_to_view_ratio, summary_channel.imp_to_view_ratio_median
confidence_method: NULL when total_views = 0.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  total_impressions / total_views. NULL when total_views = 0. The channel-wide median is on summary_channel.imp_to_view_ratio_median for the per-video comparison.


metric_id: avd_drift_sec
source_tables: summary_video.avd_drift_sec
confidence_method: NULL when either window lacks reported days.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  Delta between the video's last-7-days average view duration and its first-3-days average view duration, in seconds.

computation_doc:
  last_7d_avd_sec - first_3d_avd_sec. Positive = the audience is watching longer than early viewers did; negative = retention has fallen since publish. NULL when either window can't be measured.


metric_id: late_growth_pct
definition: Share of total views accumulated after day 30 from publish.
source_tables: summary_video.late_growth_pct
confidence_method: NULL when video is younger than 30 days.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  SUM(video_daily.views WHERE day_offset >= 30) / total_views. NULL when total_views = 0 or the video is younger than 30 days. High late-growth reads as "evergreen"; low late-growth reads as "all the views came in the first month." Both are legitimate.


metric_id: pre_publish_stub
source_tables: video_daily.pre_publish_stub, traffic_daily.pre_publish_stub
confidence_method: This column IS the data-quality flag.
last_modified: 2026-04-28T15:00:00.000Z
definition:
  Flag (0/1) on every per-video reporting row indicating whether the row sits before the video's published_at.

computation_doc:
  Set to 1 when the row's date is earlier than SUBSTR(published_at, 1, 10). Every summary_* CTE that aggregates over per-video reporting must include WHERE pre_publish_stub = 0 so the seven-row stub artifact (NULL impressions, 0 views) doesn't poison aggregations. The flag itself stays in the DB for downstream provenance.


metric_id: temperature_score_baseline
definition: Reference value for the channel temperature; always 50.
source_tables: summary_channel_metrics_daily.temperature_score
confidence_method: Always 50; not data-driven.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  Temperature is calibrated so 50 reads as "your normal" — the prior-90-day baseline midpoint. Drift in either direction is informational, not a verdict. Use 50 as the visual reference line on temperature surfaces, not zero.


metric_id: reporting_timezone
definition: The timezone YouTube reporting uses for per-day rollups.
source_tables: data_status.notes (metric_type = 'reporting_timezone')
confidence_method: Stable per YouTube's API contract.
last_modified: 2026-04-28T15:00:00.000Z
computation_doc:
  All dates in the public DB are calendar days in YouTube's reporting timezone (America/Los_Angeles, PT), not the visitor's local timezone. A "day" here is a calendar day in PT — a video published at 22:00 PT on Apr 27 will accumulate that day's reporting under the date 2026-04-27, even for viewers in UTC+12.


# video_current_state

date: 2026-07-26
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":114,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":446,"views_to_date":0,"impressions_to_date":2,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: 5ehNg_ILwns
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":359,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: A6AEuxCwbXc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":15,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: BSlGfx2OELA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":361,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":306,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":18,"views_to_date":0,"impressions_to_date":2,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":324,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":204,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":252,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":140,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":3,"views_to_date":5,"impressions_to_date":7,"views_7d":5,"impressions_7d":7,"day7_views_to_date":5,"late_views_to_date":0}


date: 2026-07-26
video_id: ZwxN2abo968
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":13,"views_to_date":5,"impressions_to_date":35,"views_7d":5,"impressions_7d":35,"day7_views_to_date":0,"late_views_to_date":5}


date: 2026-07-26
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":213,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":14,"views_to_date":3,"impressions_to_date":3,"views_7d":3,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":3}


date: 2026-07-26
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":350,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":114,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":267,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":284,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":361,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-26
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":18,"views_to_date":0,"impressions_to_date":5,"views_7d":0,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":115,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":447,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: 5ehNg_ILwns
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":360,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: A6AEuxCwbXc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":16,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: BSlGfx2OELA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":362,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":307,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":19,"views_to_date":0,"impressions_to_date":2,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":325,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":205,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":253,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":141,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":4,"views_to_date":5,"impressions_to_date":9,"views_7d":5,"impressions_7d":9,"day7_views_to_date":5,"late_views_to_date":0}


date: 2026-07-27
video_id: ZwxN2abo968
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":14,"views_to_date":6,"impressions_to_date":48,"views_7d":6,"impressions_7d":48,"day7_views_to_date":0,"late_views_to_date":6}


date: 2026-07-27
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":214,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":15,"views_to_date":3,"impressions_to_date":10,"views_7d":3,"impressions_7d":10,"day7_views_to_date":0,"late_views_to_date":3}


date: 2026-07-27
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":351,"views_to_date":0,"impressions_to_date":11,"views_7d":0,"impressions_7d":11,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":115,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":268,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-07-27
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-07-27
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date: 2026-07-27
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-28
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-29
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-30
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-07-31
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-01
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
video_id: QwG-FnKnj24
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
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date: 2026-08-02
video_id: sDzMu0VDOEw
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date: 2026-08-02
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
video_id: A6AEuxCwbXc
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date: 2026-08-03
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date: 2026-08-03
video_id: DAp-hvb6FhA
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date: 2026-08-03
video_id: DzY_U8wJrZM
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date: 2026-08-03
video_id: I1q3BptLCgw
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-03
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-04
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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date: 2026-08-05
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confidence_tier: directional
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: bTJBHEOpjrk
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: sDzMu0VDOEw
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state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-05
video_id: xXXcW1fxJ9k
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state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: 5X51Cavu8mc
current_state: launching
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: A6AEuxCwbXc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: BSlGfx2OELA
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
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primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: CYdtcftR2rI
current_state: too_new
state_reason: The upload is still inside the first two days and below the read floor.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: I1q3BptLCgw
current_state: no_read
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confidence_tier: noise
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: J1DRxnCkqn8
current_state: no_read
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confidence_tier: noise
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: NWEQu5AbbTA
current_state: no_read
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confidence_tier: noise
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primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: QwG-FnKnj24
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confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: T3hgpGPRpbs
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lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: ZwxN2abo968
current_state: active
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confidence_tier: directional
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primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-06
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":458,"views_to_date":8,"impressions_to_date":27,"views_7d":3,"impressions_7d":11,"day7_views_to_date":0,"late_views_to_date":8}


date: 2026-08-07
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":8,"views_to_date":7,"impressions_to_date":79,"views_7d":2,"impressions_7d":45,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-07
video_id: A6AEuxCwbXc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: BSlGfx2OELA
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":373,"views_to_date":14,"impressions_to_date":22,"views_7d":13,"impressions_7d":17,"day7_views_to_date":0,"late_views_to_date":14}


date: 2026-08-07
video_id: CYdtcftR2rI
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":1,"views_to_date":10,"impressions_to_date":120,"views_7d":10,"impressions_7d":120,"day7_views_to_date":10,"late_views_to_date":0}


date: 2026-08-07
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":318,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-07
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":30,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-07
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":216,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-07
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":264,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-07
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":15,"views_to_date":8,"impressions_to_date":28,"views_7d":2,"impressions_7d":9,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-07
video_id: ZwxN2abo968
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":25,"views_to_date":14,"impressions_to_date":104,"views_7d":6,"impressions_7d":40,"day7_views_to_date":0,"late_views_to_date":14}


date: 2026-08-07
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
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primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: ncaoiG0yGaI
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state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-07
video_id: xXXcW1fxJ9k
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state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
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primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
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primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: A6AEuxCwbXc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: BSlGfx2OELA
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: CYdtcftR2rI
current_state: launching
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confidence_tier: readable
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primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
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primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: ZwxN2abo968
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":26,"views_to_date":14,"impressions_to_date":109,"views_7d":6,"impressions_7d":44,"day7_views_to_date":0,"late_views_to_date":14}


date: 2026-08-08
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":363,"views_to_date":4,"impressions_to_date":33,"views_7d":3,"impressions_7d":19,"day7_views_to_date":0,"late_views_to_date":4}


date: 2026-08-08
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: jxEqU9b5LKE
current_state: too_new
state_reason: The upload is still inside the first two days and below the read floor.
confidence_tier: noise
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lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-08
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":31,"views_to_date":1,"impressions_to_date":27,"views_7d":0,"impressions_7d":12,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-09
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":460,"views_to_date":8,"impressions_to_date":27,"views_7d":2,"impressions_7d":7,"day7_views_to_date":0,"late_views_to_date":8}


date: 2026-08-09
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":10,"views_to_date":7,"impressions_to_date":79,"views_7d":2,"impressions_7d":43,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-09
video_id: A6AEuxCwbXc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":29,"views_to_date":1,"impressions_to_date":49,"views_7d":0,"impressions_7d":31,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-09
video_id: BSlGfx2OELA
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":375,"views_to_date":14,"impressions_to_date":25,"views_7d":0,"impressions_7d":16,"day7_views_to_date":0,"late_views_to_date":14}


date: 2026-08-09
video_id: CYdtcftR2rI
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":3,"views_to_date":17,"impressions_to_date":627,"views_7d":17,"impressions_7d":627,"day7_views_to_date":17,"late_views_to_date":0}


date: 2026-08-09
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":320,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-09
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":32,"views_to_date":0,"impressions_to_date":8,"views_7d":0,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-09
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":338,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-09
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":218,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-09
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":266,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-09
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":154,"views_to_date":1,"impressions_to_date":6,"views_7d":1,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-09
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":17,"views_to_date":8,"impressions_to_date":29,"views_7d":2,"impressions_7d":9,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-09
video_id: ZwxN2abo968
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":27,"views_to_date":14,"impressions_to_date":113,"views_7d":6,"impressions_7d":47,"day7_views_to_date":0,"late_views_to_date":14}


date: 2026-08-09
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: eDFGecvOc7Y
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state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: jxEqU9b5LKE
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: directional
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primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-09
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-10
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-10
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":461,"views_to_date":8,"impressions_to_date":27,"views_7d":2,"impressions_7d":7,"day7_views_to_date":0,"late_views_to_date":8}


date: 2026-08-10
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":11,"views_to_date":7,"impressions_to_date":79,"views_7d":1,"impressions_7d":31,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-10
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":30,"views_to_date":1,"impressions_to_date":50,"views_7d":0,"impressions_7d":22,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-10
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":376,"views_to_date":16,"impressions_to_date":32,"views_7d":2,"impressions_7d":19,"day7_views_to_date":0,"late_views_to_date":16}


date: 2026-08-10
video_id: CYdtcftR2rI
current_state: concentrated_driver
state_reason: This video carries a large share of the trailing 7-day views.
confidence_tier: readable
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":4,"views_to_date":33,"impressions_to_date":785,"views_7d":33,"impressions_7d":785,"day7_views_to_date":33,"late_views_to_date":0}


date: 2026-08-10
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-10
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-10
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":339,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-10
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-10
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":267,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-10
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":155,"views_to_date":1,"impressions_to_date":7,"views_7d":1,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-10
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-10
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":28,"views_to_date":15,"impressions_to_date":121,"views_7d":4,"impressions_7d":45,"day7_views_to_date":0,"late_views_to_date":15}


date: 2026-08-10
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-10
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-10
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":365,"views_to_date":4,"impressions_to_date":37,"views_7d":3,"impressions_7d":10,"day7_views_to_date":0,"late_views_to_date":4}


date: 2026-08-10
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":129,"views_to_date":0,"impressions_to_date":31,"views_7d":0,"impressions_7d":12,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-10
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":282,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-10
video_id: jxEqU9b5LKE
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: directional
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":2,"views_to_date":14,"impressions_to_date":181,"views_7d":14,"impressions_7d":181,"day7_views_to_date":14,"late_views_to_date":0}


date: 2026-08-10
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":299,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-10
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":376,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-10
video_id: oOzRaFvCJ_o
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: directional
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":0,"views_to_date":12,"impressions_to_date":9,"views_7d":12,"impressions_7d":9,"day7_views_to_date":12,"late_views_to_date":0}


date: 2026-08-10
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":33,"views_to_date":0,"impressions_to_date":12,"views_7d":0,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-10
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":33,"views_to_date":1,"impressions_to_date":30,"views_7d":0,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-11
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":130,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-11
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":462,"views_to_date":8,"impressions_to_date":27,"views_7d":2,"impressions_7d":7,"day7_views_to_date":0,"late_views_to_date":8}


date: 2026-08-11
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":12,"views_to_date":7,"impressions_to_date":79,"views_7d":1,"impressions_7d":31,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-11
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":31,"views_to_date":1,"impressions_to_date":50,"views_7d":0,"impressions_7d":22,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-11
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":377,"views_to_date":16,"impressions_to_date":35,"views_7d":2,"impressions_7d":22,"day7_views_to_date":0,"late_views_to_date":16}


date: 2026-08-11
video_id: CYdtcftR2rI
current_state: concentrated_driver
state_reason: This video carries a large share of the trailing 7-day views.
confidence_tier: readable
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":5,"views_to_date":45,"impressions_to_date":832,"views_7d":45,"impressions_7d":832,"day7_views_to_date":45,"late_views_to_date":0}


date: 2026-08-11
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":322,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-11
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":34,"views_to_date":0,"impressions_to_date":14,"views_7d":0,"impressions_7d":10,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-11
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":340,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-11
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":220,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-11
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":268,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-11
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":156,"views_to_date":1,"impressions_to_date":7,"views_7d":1,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-11
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":19,"views_to_date":8,"impressions_to_date":35,"views_7d":0,"impressions_7d":10,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-11
video_id: ZwxN2abo968
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: jxEqU9b5LKE
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: directional
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: oOzRaFvCJ_o
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-11
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: 3ytlpPOoji8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":463,"views_to_date":9,"impressions_to_date":28,"views_7d":3,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":9}


date: 2026-08-12
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":13,"views_to_date":7,"impressions_to_date":80,"views_7d":1,"impressions_7d":31,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-12
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":32,"views_to_date":1,"impressions_to_date":52,"views_7d":0,"impressions_7d":24,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-12
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":378,"views_to_date":17,"impressions_to_date":42,"views_7d":3,"impressions_7d":26,"day7_views_to_date":0,"late_views_to_date":17}


date: 2026-08-12
video_id: CYdtcftR2rI
current_state: concentrated_driver
state_reason: This video carries a large share of the trailing 7-day views.
confidence_tier: readable
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":6,"views_to_date":49,"impressions_to_date":910,"views_7d":49,"impressions_7d":910,"day7_views_to_date":49,"late_views_to_date":0}


date: 2026-08-12
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":269,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-12
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":157,"views_to_date":1,"impressions_to_date":7,"views_7d":1,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-12
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":20,"views_to_date":8,"impressions_to_date":43,"views_7d":0,"impressions_7d":18,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-12
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":30,"views_to_date":18,"impressions_to_date":125,"views_7d":4,"impressions_7d":37,"day7_views_to_date":0,"late_views_to_date":18}


date: 2026-08-12
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":367,"views_to_date":4,"impressions_to_date":40,"views_7d":1,"impressions_7d":13,"day7_views_to_date":0,"late_views_to_date":4}


date: 2026-08-12
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-12
video_id: jxEqU9b5LKE
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: directional
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":4,"views_to_date":26,"impressions_to_date":236,"views_7d":26,"impressions_7d":236,"day7_views_to_date":26,"late_views_to_date":0}


date: 2026-08-12
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":301,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-12
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":378,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-12
video_id: oOzRaFvCJ_o
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":2,"views_to_date":40,"impressions_to_date":95,"views_7d":40,"impressions_7d":95,"day7_views_to_date":40,"late_views_to_date":0}


date: 2026-08-12
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":35,"views_to_date":0,"impressions_to_date":14,"views_7d":0,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-12
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":35,"views_to_date":1,"impressions_to_date":35,"views_7d":0,"impressions_7d":12,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-13
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":132,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: 3ytlpPOoji8
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":464,"views_to_date":10,"impressions_to_date":31,"views_7d":4,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":10}


date: 2026-08-13
video_id: 5X51Cavu8mc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":14,"views_to_date":7,"impressions_to_date":80,"views_7d":0,"impressions_7d":4,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-13
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":33,"views_to_date":1,"impressions_to_date":52,"views_7d":0,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-13
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":379,"views_to_date":17,"impressions_to_date":43,"views_7d":3,"impressions_7d":26,"day7_views_to_date":0,"late_views_to_date":17}


date: 2026-08-13
video_id: CYdtcftR2rI
current_state: concentrated_driver
state_reason: This video carries a large share of the trailing 7-day views.
confidence_tier: readable
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":7,"views_to_date":55,"impressions_to_date":953,"views_7d":50,"impressions_7d":912,"day7_views_to_date":55,"late_views_to_date":0}


date: 2026-08-13
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":324,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":36,"views_to_date":0,"impressions_to_date":14,"views_7d":0,"impressions_7d":7,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":342,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":222,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":270,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":158,"views_to_date":1,"impressions_to_date":7,"views_7d":1,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-13
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":21,"views_to_date":8,"impressions_to_date":43,"views_7d":0,"impressions_7d":16,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-13
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":31,"views_to_date":18,"impressions_to_date":126,"views_7d":4,"impressions_7d":24,"day7_views_to_date":0,"late_views_to_date":18}


date: 2026-08-13
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":231,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":32,"views_to_date":7,"impressions_to_date":41,"views_7d":2,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":7}


date: 2026-08-13
video_id: eWrspE2ClyA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":368,"views_to_date":4,"impressions_to_date":48,"views_7d":1,"impressions_7d":21,"day7_views_to_date":0,"late_views_to_date":4}


date: 2026-08-13
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":132,"views_to_date":0,"impressions_to_date":31,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":285,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: jxEqU9b5LKE
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: directional
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":5,"views_to_date":28,"impressions_to_date":245,"views_7d":28,"impressions_7d":245,"day7_views_to_date":28,"late_views_to_date":0}


date: 2026-08-13
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":302,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":379,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: oOzRaFvCJ_o
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":3,"views_to_date":40,"impressions_to_date":107,"views_7d":40,"impressions_7d":107,"day7_views_to_date":40,"late_views_to_date":0}


date: 2026-08-13
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":36,"views_to_date":0,"impressions_to_date":15,"views_7d":0,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-13
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":36,"views_to_date":1,"impressions_to_date":36,"views_7d":0,"impressions_7d":10,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-14
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":133,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: 3ytlpPOoji8
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":465,"views_to_date":11,"impressions_to_date":32,"views_7d":3,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":11}


date: 2026-08-14
video_id: 5X51Cavu8mc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":15,"views_to_date":7,"impressions_to_date":80,"views_7d":0,"impressions_7d":1,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-14
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":34,"views_to_date":1,"impressions_to_date":53,"views_7d":0,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-14
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":380,"views_to_date":17,"impressions_to_date":47,"views_7d":3,"impressions_7d":25,"day7_views_to_date":0,"late_views_to_date":17}


date: 2026-08-14
video_id: CYdtcftR2rI
current_state: concentrated_driver
state_reason: This video carries a large share of the trailing 7-day views.
confidence_tier: strong
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":8,"views_to_date":60,"impressions_to_date":1015,"views_7d":50,"impressions_7d":895,"day7_views_to_date":55,"late_views_to_date":5}


date: 2026-08-14
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":325,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":37,"views_to_date":0,"impressions_to_date":15,"views_7d":0,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":343,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":223,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":271,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":159,"views_to_date":1,"impressions_to_date":7,"views_7d":1,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-14
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":22,"views_to_date":8,"impressions_to_date":43,"views_7d":0,"impressions_7d":15,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-14
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":32,"views_to_date":18,"impressions_to_date":127,"views_7d":4,"impressions_7d":23,"day7_views_to_date":0,"late_views_to_date":18}


date: 2026-08-14
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":232,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":33,"views_to_date":8,"impressions_to_date":41,"views_7d":3,"impressions_7d":7,"day7_views_to_date":0,"late_views_to_date":8}


date: 2026-08-14
video_id: eWrspE2ClyA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":369,"views_to_date":5,"impressions_to_date":50,"views_7d":1,"impressions_7d":20,"day7_views_to_date":0,"late_views_to_date":5}


date: 2026-08-14
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":133,"views_to_date":0,"impressions_to_date":31,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":286,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: jxEqU9b5LKE
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":6,"views_to_date":34,"impressions_to_date":264,"views_7d":34,"impressions_7d":264,"day7_views_to_date":34,"late_views_to_date":0}


date: 2026-08-14
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":303,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":380,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: oOzRaFvCJ_o
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":4,"views_to_date":41,"impressions_to_date":108,"views_7d":41,"impressions_7d":108,"day7_views_to_date":41,"late_views_to_date":0}


date: 2026-08-14
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":37,"views_to_date":0,"impressions_to_date":15,"views_7d":0,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-14
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":37,"views_to_date":1,"impressions_to_date":39,"views_7d":0,"impressions_7d":13,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-15
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":134,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: 3ytlpPOoji8
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":466,"views_to_date":11,"impressions_to_date":33,"views_7d":3,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":11}


date: 2026-08-15
video_id: 5X51Cavu8mc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":16,"views_to_date":7,"impressions_to_date":85,"views_7d":0,"impressions_7d":6,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-15
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":35,"views_to_date":1,"impressions_to_date":53,"views_7d":0,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-15
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":381,"views_to_date":17,"impressions_to_date":48,"views_7d":3,"impressions_7d":25,"day7_views_to_date":0,"late_views_to_date":17}


date: 2026-08-15
video_id: CYdtcftR2rI
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: strong
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":9,"views_to_date":62,"impressions_to_date":1071,"views_7d":47,"impressions_7d":626,"day7_views_to_date":55,"late_views_to_date":7}


date: 2026-08-15
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":326,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":38,"views_to_date":0,"impressions_to_date":15,"views_7d":0,"impressions_7d":7,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":344,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":224,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":272,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-15
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":23,"views_to_date":8,"impressions_to_date":43,"views_7d":0,"impressions_7d":14,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-15
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":33,"views_to_date":18,"impressions_to_date":128,"views_7d":4,"impressions_7d":19,"day7_views_to_date":0,"late_views_to_date":18}


date: 2026-08-15
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-15
video_id: eDFGecvOc7Y
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-15
video_id: eWrspE2ClyA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":370,"views_to_date":5,"impressions_to_date":51,"views_7d":1,"impressions_7d":18,"day7_views_to_date":0,"late_views_to_date":5}


date: 2026-08-15
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":134,"views_to_date":0,"impressions_to_date":31,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
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date: 2026-08-15
video_id: jxEqU9b5LKE
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":7,"views_to_date":36,"impressions_to_date":298,"views_7d":33,"impressions_7d":283,"day7_views_to_date":36,"late_views_to_date":0}


date: 2026-08-15
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":304,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":381,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: oOzRaFvCJ_o
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":5,"views_to_date":42,"impressions_to_date":112,"views_7d":42,"impressions_7d":112,"day7_views_to_date":42,"late_views_to_date":0}


date: 2026-08-15
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":38,"views_to_date":0,"impressions_to_date":15,"views_7d":0,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-15
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":38,"views_to_date":1,"impressions_to_date":41,"views_7d":0,"impressions_7d":14,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-16
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":135,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: 3ytlpPOoji8
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":467,"views_to_date":12,"impressions_to_date":40,"views_7d":4,"impressions_7d":13,"day7_views_to_date":0,"late_views_to_date":12}


date: 2026-08-16
video_id: 5X51Cavu8mc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":17,"views_to_date":7,"impressions_to_date":85,"views_7d":0,"impressions_7d":6,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-16
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":36,"views_to_date":1,"impressions_to_date":53,"views_7d":0,"impressions_7d":4,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-16
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":382,"views_to_date":17,"impressions_to_date":51,"views_7d":3,"impressions_7d":26,"day7_views_to_date":0,"late_views_to_date":17}


date: 2026-08-16
video_id: CYdtcftR2rI
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: strong
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":10,"views_to_date":75,"impressions_to_date":1144,"views_7d":58,"impressions_7d":517,"day7_views_to_date":55,"late_views_to_date":20}


date: 2026-08-16
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":327,"views_to_date":0,"impressions_to_date":8,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":39,"views_to_date":0,"impressions_to_date":15,"views_7d":0,"impressions_7d":7,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":345,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":225,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":273,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":161,"views_to_date":1,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-16
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":24,"views_to_date":8,"impressions_to_date":46,"views_7d":0,"impressions_7d":17,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-16
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":34,"views_to_date":18,"impressions_to_date":129,"views_7d":4,"impressions_7d":16,"day7_views_to_date":0,"late_views_to_date":18}


date: 2026-08-16
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":234,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: eDFGecvOc7Y
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":35,"views_to_date":10,"impressions_to_date":48,"views_7d":4,"impressions_7d":12,"day7_views_to_date":0,"late_views_to_date":10}


date: 2026-08-16
video_id: eWrspE2ClyA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":371,"views_to_date":5,"impressions_to_date":51,"views_7d":1,"impressions_7d":17,"day7_views_to_date":0,"late_views_to_date":5}


date: 2026-08-16
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":135,"views_to_date":0,"impressions_to_date":31,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":288,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: jxEqU9b5LKE
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":8,"views_to_date":46,"impressions_to_date":317,"views_7d":40,"impressions_7d":179,"day7_views_to_date":36,"late_views_to_date":10}


date: 2026-08-16
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":305,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":382,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: oOzRaFvCJ_o
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":6,"views_to_date":54,"impressions_to_date":129,"views_7d":54,"impressions_7d":129,"day7_views_to_date":54,"late_views_to_date":0}


date: 2026-08-16
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":39,"views_to_date":0,"impressions_to_date":16,"views_7d":0,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-16
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":39,"views_to_date":1,"impressions_to_date":41,"views_7d":0,"impressions_7d":14,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-17
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":136,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: 3ytlpPOoji8
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":468,"views_to_date":12,"impressions_to_date":40,"views_7d":4,"impressions_7d":13,"day7_views_to_date":0,"late_views_to_date":12}


date: 2026-08-17
video_id: 5X51Cavu8mc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":18,"views_to_date":7,"impressions_to_date":85,"views_7d":0,"impressions_7d":6,"day7_views_to_date":7,"late_views_to_date":0}


date: 2026-08-17
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":37,"views_to_date":1,"impressions_to_date":53,"views_7d":0,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-17
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":383,"views_to_date":17,"impressions_to_date":53,"views_7d":1,"impressions_7d":21,"day7_views_to_date":0,"late_views_to_date":17}


date: 2026-08-17
video_id: CYdtcftR2rI
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: strong
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":11,"views_to_date":80,"impressions_to_date":1202,"views_7d":47,"impressions_7d":417,"day7_views_to_date":55,"late_views_to_date":25}


date: 2026-08-17
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":328,"views_to_date":1,"impressions_to_date":8,"views_7d":1,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-17
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":40,"views_to_date":0,"impressions_to_date":16,"views_7d":0,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":346,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":226,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":274,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":162,"views_to_date":2,"impressions_to_date":7,"views_7d":1,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":2}


date: 2026-08-17
video_id: T3hgpGPRpbs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":25,"views_to_date":8,"impressions_to_date":46,"views_7d":0,"impressions_7d":11,"day7_views_to_date":6,"late_views_to_date":2}


date: 2026-08-17
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":35,"views_to_date":18,"impressions_to_date":133,"views_7d":3,"impressions_7d":12,"day7_views_to_date":0,"late_views_to_date":18}


date: 2026-08-17
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":235,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: eDFGecvOc7Y
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":36,"views_to_date":15,"impressions_to_date":49,"views_7d":8,"impressions_7d":10,"day7_views_to_date":0,"late_views_to_date":15}


date: 2026-08-17
video_id: eWrspE2ClyA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":372,"views_to_date":5,"impressions_to_date":63,"views_7d":1,"impressions_7d":26,"day7_views_to_date":0,"late_views_to_date":5}


date: 2026-08-17
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":136,"views_to_date":0,"impressions_to_date":31,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":289,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: jxEqU9b5LKE
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":9,"views_to_date":48,"impressions_to_date":332,"views_7d":34,"impressions_7d":151,"day7_views_to_date":36,"late_views_to_date":12}


date: 2026-08-17
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":306,"views_to_date":0,"impressions_to_date":6,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":383,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: oOzRaFvCJ_o
current_state: launching
state_reason: This video is still inside its first-week launch window.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":7,"views_to_date":56,"impressions_to_date":142,"views_7d":44,"impressions_7d":133,"day7_views_to_date":56,"late_views_to_date":0}


date: 2026-08-17
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":40,"views_to_date":0,"impressions_to_date":17,"views_7d":0,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-17
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":40,"views_to_date":1,"impressions_to_date":42,"views_7d":0,"impressions_7d":12,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-18
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":137,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: 3ytlpPOoji8
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":469,"views_to_date":12,"impressions_to_date":42,"views_7d":4,"impressions_7d":15,"day7_views_to_date":0,"late_views_to_date":12}


date: 2026-08-18
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":19,"views_to_date":9,"impressions_to_date":95,"views_7d":2,"impressions_7d":16,"day7_views_to_date":7,"late_views_to_date":2}


date: 2026-08-18
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":38,"views_to_date":1,"impressions_to_date":64,"views_7d":0,"impressions_7d":14,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-18
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":384,"views_to_date":17,"impressions_to_date":57,"views_7d":1,"impressions_7d":22,"day7_views_to_date":0,"late_views_to_date":17}


date: 2026-08-18
video_id: CYdtcftR2rI
current_state: concentrated_driver
state_reason: This video carries a large share of the trailing 7-day views.
confidence_tier: strong
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":12,"views_to_date":102,"impressions_to_date":1324,"views_7d":57,"impressions_7d":492,"day7_views_to_date":55,"late_views_to_date":47}


date: 2026-08-18
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":329,"views_to_date":1,"impressions_to_date":9,"views_7d":1,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-18
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":41,"views_to_date":0,"impressions_to_date":20,"views_7d":0,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":347,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":227,"views_to_date":0,"impressions_to_date":2,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":275,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":163,"views_to_date":4,"impressions_to_date":12,"views_7d":3,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":4}


date: 2026-08-18
video_id: T3hgpGPRpbs
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":26,"views_to_date":12,"impressions_to_date":52,"views_7d":4,"impressions_7d":17,"day7_views_to_date":6,"late_views_to_date":6}


date: 2026-08-18
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":36,"views_to_date":20,"impressions_to_date":143,"views_7d":2,"impressions_7d":21,"day7_views_to_date":0,"late_views_to_date":20}


date: 2026-08-18
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":236,"views_to_date":0,"impressions_to_date":12,"views_7d":0,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: eDFGecvOc7Y
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":37,"views_to_date":15,"impressions_to_date":54,"views_7d":8,"impressions_7d":13,"day7_views_to_date":0,"late_views_to_date":15}


date: 2026-08-18
video_id: eWrspE2ClyA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":373,"views_to_date":5,"impressions_to_date":63,"views_7d":1,"impressions_7d":23,"day7_views_to_date":0,"late_views_to_date":5}


date: 2026-08-18
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":137,"views_to_date":0,"impressions_to_date":34,"views_7d":0,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":290,"views_to_date":0,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: jxEqU9b5LKE
current_state: late_pickup
state_reason: A meaningful share of this video's views arrived after day 7.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":10,"views_to_date":59,"impressions_to_date":389,"views_7d":35,"impressions_7d":185,"day7_views_to_date":36,"late_views_to_date":23}


date: 2026-08-18
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":307,"views_to_date":1,"impressions_to_date":9,"views_7d":1,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-18
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":384,"views_to_date":0,"impressions_to_date":0,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: oOzRaFvCJ_o
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":8,"views_to_date":73,"impressions_to_date":215,"views_7d":35,"impressions_7d":143,"day7_views_to_date":56,"late_views_to_date":17}


date: 2026-08-18
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":41,"views_to_date":0,"impressions_to_date":23,"views_7d":0,"impressions_7d":9,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-18
video_id: xXXcW1fxJ9k
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":41,"views_to_date":2,"impressions_to_date":45,"views_7d":1,"impressions_7d":11,"day7_views_to_date":0,"late_views_to_date":2}


date: 2026-08-19
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":138,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: 3ytlpPOoji8
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":470,"views_to_date":12,"impressions_to_date":42,"views_7d":3,"impressions_7d":14,"day7_views_to_date":0,"late_views_to_date":12}


date: 2026-08-19
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":20,"views_to_date":9,"impressions_to_date":95,"views_7d":2,"impressions_7d":15,"day7_views_to_date":7,"late_views_to_date":2}


date: 2026-08-19
video_id: 5ehNg_ILwns
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":383,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":39,"views_to_date":1,"impressions_to_date":65,"views_7d":0,"impressions_7d":13,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-19
video_id: BSlGfx2OELA
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":385,"views_to_date":17,"impressions_to_date":60,"views_7d":0,"impressions_7d":18,"day7_views_to_date":0,"late_views_to_date":17}


date: 2026-08-19
video_id: CYdtcftR2rI
current_state: late_pickup
state_reason: A meaningful share of this video's views arrived after day 7.
confidence_tier: strong
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":13,"views_to_date":104,"impressions_to_date":1417,"views_7d":55,"impressions_7d":507,"day7_views_to_date":55,"late_views_to_date":49}


date: 2026-08-19
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":330,"views_to_date":1,"impressions_to_date":9,"views_7d":1,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-19
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":42,"views_to_date":0,"impressions_to_date":20,"views_7d":0,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: I1q3BptLCgw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":348,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: J1DRxnCkqn8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":228,"views_to_date":0,"impressions_to_date":2,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: NWEQu5AbbTA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":276,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: QwG-FnKnj24
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":164,"views_to_date":4,"impressions_to_date":13,"views_7d":3,"impressions_7d":6,"day7_views_to_date":0,"late_views_to_date":4}


date: 2026-08-19
video_id: T3hgpGPRpbs
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":27,"views_to_date":12,"impressions_to_date":54,"views_7d":4,"impressions_7d":11,"day7_views_to_date":6,"late_views_to_date":6}


date: 2026-08-19
video_id: ZwxN2abo968
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":37,"views_to_date":21,"impressions_to_date":146,"views_7d":3,"impressions_7d":21,"day7_views_to_date":0,"late_views_to_date":21}


date: 2026-08-19
video_id: bTJBHEOpjrk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":237,"views_to_date":0,"impressions_to_date":12,"views_7d":0,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: eDFGecvOc7Y
current_state: active
state_reason: Recent views are a visible share of this video's total views.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":38,"views_to_date":15,"impressions_to_date":58,"views_7d":8,"impressions_7d":17,"day7_views_to_date":0,"late_views_to_date":15}


date: 2026-08-19
video_id: eWrspE2ClyA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":374,"views_to_date":5,"impressions_to_date":67,"views_7d":1,"impressions_7d":27,"day7_views_to_date":0,"late_views_to_date":5}


date: 2026-08-19
video_id: jQSjxxhmSzQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":138,"views_to_date":0,"impressions_to_date":34,"views_7d":0,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: jfaqWCprW-o
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":291,"views_to_date":0,"impressions_to_date":4,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: jxEqU9b5LKE
current_state: late_pickup
state_reason: A meaningful share of this video's views arrived after day 7.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":11,"views_to_date":60,"impressions_to_date":437,"views_7d":34,"impressions_7d":201,"day7_views_to_date":36,"late_views_to_date":24}


date: 2026-08-19
video_id: liucihkVToc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":308,"views_to_date":1,"impressions_to_date":9,"views_7d":1,"impressions_7d":3,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-19
video_id: ncaoiG0yGaI
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":385,"views_to_date":0,"impressions_to_date":1,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: oOzRaFvCJ_o
current_state: late_pickup
state_reason: A meaningful share of this video's views arrived after day 7.
confidence_tier: readable
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":9,"views_to_date":86,"impressions_to_date":248,"views_7d":46,"impressions_7d":153,"day7_views_to_date":56,"late_views_to_date":30}


date: 2026-08-19
video_id: sDzMu0VDOEw
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":42,"views_to_date":0,"impressions_to_date":24,"views_7d":0,"impressions_7d":10,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-19
video_id: xXXcW1fxJ9k
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":42,"views_to_date":2,"impressions_to_date":52,"views_7d":1,"impressions_7d":17,"day7_views_to_date":0,"late_views_to_date":2}


date: 2026-08-20
video_id: 29PyUYx3VxQ
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":139,"views_to_date":0,"impressions_to_date":7,"views_7d":0,"impressions_7d":1,"day7_views_to_date":0,"late_views_to_date":0}


date: 2026-08-20
video_id: 3ytlpPOoji8
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: YouTube Search
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":471,"views_to_date":12,"impressions_to_date":42,"views_7d":2,"impressions_7d":11,"day7_views_to_date":0,"late_views_to_date":12}


date: 2026-08-20
video_id: 5X51Cavu8mc
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":21,"views_to_date":9,"impressions_to_date":96,"views_7d":2,"impressions_7d":16,"day7_views_to_date":7,"late_views_to_date":2}


date: 2026-08-20
video_id: 5ehNg_ILwns
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: tail
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":384,"views_to_date":2,"impressions_to_date":8,"views_7d":2,"impressions_7d":8,"day7_views_to_date":0,"late_views_to_date":2}


date: 2026-08-20
video_id: A6AEuxCwbXc
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":40,"views_to_date":1,"impressions_to_date":66,"views_7d":0,"impressions_7d":14,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-20
video_id: BSlGfx2OELA
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: directional
lifecycle_stage: tail
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":386,"views_to_date":19,"impressions_to_date":70,"views_7d":2,"impressions_7d":27,"day7_views_to_date":0,"late_views_to_date":19}


date: 2026-08-20
video_id: CYdtcftR2rI
current_state: late_pickup
state_reason: A meaningful share of this video's views arrived after day 7.
confidence_tier: strong
lifecycle_stage: tail
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":14,"views_to_date":115,"impressions_to_date":1487,"views_7d":60,"impressions_7d":534,"day7_views_to_date":55,"late_views_to_date":60}


date: 2026-08-20
video_id: DAp-hvb6FhA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":331,"views_to_date":1,"impressions_to_date":9,"views_7d":1,"impressions_7d":2,"day7_views_to_date":0,"late_views_to_date":1}


date: 2026-08-20
video_id: DzY_U8wJrZM
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: peak
primary_traffic_source: Playlist Page
snapshot_date: 2026-08-24
evidence_json:
  {"days_since_publish":43,"views_to_date":0,"impressions_to_date":45,"views_7d":0,"impressions_7d":31,"day7_views_to_date":0,"late_views_to_date":0}


