
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 3222.2% Avg playtime 0.8h | 64.2% Avg playtime 1.2h |
| > 2h playtime | 5034.7% Avg playtime 12.2h | 5638.9% Avg playtime 25.7h |
Velocity
review pace| Avg/day | 0.3 rev/day |
| Last 30d | 0.3 rev/day |
| Quarterly | 23.2 rev/qtr |
| Days covered | 526.8 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.