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title: Phoebe Bioweather API v2
emoji: 🌤️
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: mit
app_port: 7860
---
# 🌤️ Phoebe Bioweather API v2.0
**Weather-driven headache risk scoring** for the [Phoebe](https://empedoclabs.com) iOS app by **EmpedocLabs**.
## What It Does
Takes 7 weather parameters → returns a 0-100 risk score, one of 15 biometeo conditions, and personalized actionable advice with 3 severity tiers.
## Endpoints
| Method | Path | Description |
|---|---|---|
| `GET` | `/` | Status |
| `GET` | `/health` | Model health |
| `POST` | `/predict` | Risk score + condition + actions |
## Request
```json
{
"temp_c": 28.5,
"pressure_hpa": 1005.3,
"humidity": 88,
"wind_kph": 12,
"uv_index": 7,
"pressure_drop": -7.2,
"temp_change": 3.5
}
```
## Response
```json
{
"risk_score": 72,
"risk_level": "High",
"condition": {
"id": 1,
"title": "Rapid Pressure Drop",
"emoji": "📉",
"text": "A sharp pressure drop is one of today's main headache drivers...",
"actions": [
"Reduce stimulation for the next few hours...",
"Lower sensory load: dim lights, shorter screen blocks...",
"Keep hydration steady and avoid skipped meals."
]
}
}
```
## 15 Biometeo Conditions
| ID | Condition | Primary Trigger |
|---|---|---|
| 0 | Clear Skies | No weather trigger |
| 1 | Rapid Pressure Drop | Barometric drop > 5 hPa |
| 2 | Pressure Squeeze | Barometric rise > 5 hPa |
| 3 | Sauna Effect | Heat + humidity |
| 4 | High Wind | Wind > 35 km/h |
| 5 | High UV Glare | UV index ≥ 7 |
| 6 | Bitter Cold | Temperature < 0°C |
| 7 | Drastic Temp Drop | 24h temp change < -7°C |
| 8 | Heat Shock | 24h temp change > +7°C |
| 9 | Heavy Dampness | Humidity > 88% + calm |
| 10 | Mild Barometric Dip | Pressure drop 2-5 hPa |
| 11 | Mild Pressure Squeeze | Pressure rise 2-5 hPa |
| 12 | Breezy Pollen Risk | Moderate wind + warm |
| 13 | Dry Air Warning | Humidity < 30% |
| 14 | Stagnant & Gloomy | Low UV + high humidity + calm |
## Model Details
- Risk regressor: HistGradientBoosting, MAE=2.52, R²=0.977
- Advice classifier: HistGradientBoosting, Accuracy=98.6%, F1=0.971
- Rule-based coherence layer ensures physically-impossible outputs never reach the user
|