
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 31.7% Avg playtime 0.4h | 21.2% Avg playtime 0.2h |
| > 2h playtime | 4425.6% Avg playtime 67.8h | 12371.5% Avg playtime 108h |
Velocity
review pace| Avg/day | 0.1 rev/day |
| Last 30d | 0.4 rev/day |
| Quarterly | 6.4 rev/qtr |
| Days covered | 1,821.4 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.