diff --git a/forecast.py.md b/forecast.py.md
index 42aed62..c324fb0 100644
--- a/forecast.py.md
+++ b/forecast.py.md
@@ -263,7 +263,7 @@ If combined MAE < 0.01 and warnings appeared, treat the win as suspicious.
 | `ModuleNotFoundError: skforecast` | Deps not installed | `pip install pandas scikit-learn skforecast` |
 | Point missing from JSON | Not in `JOBS` | Add name to `JOBS`, re-run |
 | test.php: “No forecast_output.json” | File not generated | Run `forecast.py` from project root |
-| Forecast loads, no dashed lines | Point name mismatch | JSON key must match chart series (e.g. `P`, not `Demand` unless that’s the key) |
+| Forecast loads, no dashed lines | Point name mismatch | JSON key must match chart series (e.g. `P`, not `Demand` unless that's the key) |
 | MAE = 0.00 in comp script | Flat or duplicate data | Read warnings in console |
 | `TARGET not found in JS_FILE` | Typo or wrong file | Check exact BACnet name in sample JS |
 | Predictions look flat | Short history or very stable signal | Normal for Ridge on flat power; try more data or different point |