A stronger source year with a visible gap
Spotify supplied every validated transcript in the 2023 slice. Coverage reached 162 of 171 episodes, leaving nine outside the usable corpus. Eleven approved Takes survived extraction and review; their outcome labels describe those records, not the season as a whole.
Coverage
162 / 171
94.7% transcript coverage across 170.7 episode hours.
Approved ledger
11 Takes
Speaker attribution remains unknown. Outcome labels are shown by family rule and are not blended.
Outcome categories
| Category | Records |
|---|---|
| aligned | 3 |
| availability limited | 1 |
| contradicted | 3 |
| inconclusive | 1 |
| mixed | 2 |
| unscored | 1 |
Advice phases
The annual rhythm
- championship aftercare: 13 episodes
- draft preseason: 55 episodes
- early season: 42 episodes
- mid season: 31 episodes
- offseason: 15 episodes
- postseason review: 15 episodes
Approved segment mix
- breakouts_sleepers: 5 Takes
- busts_fades: 1 Takes
- my_guys: 3 Takes
- trade_targets: 2 Takes
Most represented subjects
Inside the approved ledger
- Khalil Herbert — 1 Takes
- DJ Chark — 1 Takes
- Gabe Davis — 1 Takes
- Elijah Moore — 1 Takes
- James Cook — 1 Takes
This is approved-Take frequency, not total show mentions.
Reversals
No subject had both positive and negative stances in the approved season ledger.
Position attention: QB 1, RB 5, WR 3.
Selected standout
Tee Higgins: inconclusive
Recommends buying Tee Higgins in trades.
This curated example is eligible under buy-sell-v2; it does not represent every call from 2023.
Open episode at cue