A complete year, rebuilt from two sources
The first catalogue season is also the fullest: every one of 173 episodes has a validated transcript. Spotify supplied 42; local Whisper recovery supplied 131. That recovery makes 2021 unusually complete, but it does not make the extracted Takes exhaustive. The approved ledger is a deliberately narrow slice of supported preseason and trade claims.
Coverage
173 / 173
100% transcript coverage across 176.8 episode hours.
Approved ledger
26 Takes
Speaker attribution remains unknown. Outcome labels are shown by family rule and are not blended.
Outcome categories
| Category | Records |
|---|---|
| aligned | 7 |
| availability limited | 2 |
| contradicted | 2 |
| improved | 2 |
| inconclusive | 1 |
| mixed | 6 |
| unscored | 6 |
Advice phases
The annual rhythm
- championship aftercare: 12 episodes
- draft preseason: 56 episodes
- early season: 42 episodes
- mid season: 33 episodes
- offseason: 16 episodes
- postseason review: 14 episodes
Approved segment mix
- breakouts_sleepers: 5 Takes
- busts_fades: 1 Takes
- my_guys: 11 Takes
- trade_targets: 9 Takes
Most represented subjects
Inside the approved ledger
- Tom Brady — 3 Takes
- Mike Williams — 2 Takes
- Van Jefferson — 1 Takes
- Robert Woods — 1 Takes
- Corey Davis — 1 Takes
This is approved-Take frequency, not total show mentions.
Reversals
Mike Williams had both positive and negative approved stances in the season.
Position attention: QB 4, RB 2, TE 3, WR 8.
Selected standout
Tom Brady: aligned
Identifies Tom Brady as a breakout or value pick.
This curated example is eligible under preseason-conviction-v2; it does not represent every call from 2021.
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