LawnVex dataset
Lawn Care Job Margin Scenario Model
Calculate lawn job contribution and gross margin from price, burdened labor, travel, materials, payment fees, and rework assumptions.
| Input | Treatment | Common error |
|---|---|---|
| Labor | Hours × burdened hourly cost | Using wage without payroll burden |
| Travel | Route share × burdened crew cost | Treating drive time as free |
| Materials | Used quantity × landed cost | Ignoring waste and delivery |
| Payment | Price × processing rate + fixed fee | Comparing gross invoice only |
| Rework | Probability × expected rework cost | Assuming zero callbacks |