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Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 133.8% Avg playtime 1.1h | 9126.9% Avg playtime 1.6h |
| > 2h playtime | 154.4% Avg playtime 3.4h | 21964.8% Avg playtime 4.5h |
Velocity
review pace| Avg/day | 0.3 rev/day |
| Last 30d | 0.6 rev/day |
| Quarterly | 18.5 rev/qtr |
| Days covered | 1,140 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.