AfghanistanAF
climbing (+28.1pp)30-day day-by-day shutdown-risk trajectory. Each point is a per-horizon XGBoost prediction (h=1..30) with a 90% conformal band derived from absolute LOCO residuals. Peak risk highlighted.
Peak day
56.5%
d21 · 2026-07-27
Floor day
14.1%
d1 · 2026-07-07
30-day delta
+28.1pp
d30 vs d1 probability
30-day trajectory with 90% conformal band
model trajectory_v1mean P(shutdown by day)90% conformal bandpeak day
Drivers (SHAP top 3 from the 7-day model — same features feed all horizons)
day 114.1%
2026-07-07
- week_of_year-0.013
- day_of_week-0.009
- block_rate_roll14_mean-0.008
day 745.2%
2026-07-13
- week_of_year-0.013
- day_of_week-0.009
- block_rate_roll14_mean-0.008
day 1452.3%
2026-07-20
- week_of_year-0.013
- day_of_week-0.009
- block_rate_roll14_mean-0.008
day 3042.3%
2026-08-05
- week_of_year-0.013
- day_of_week-0.009
- block_rate_roll14_mean-0.008
Honest caveats
- Per-horizon XGBoost stacked into a trajectory — not a true joint distribution.
- Conformal bands are absolute-residual q90 from LOCO predictions on 18 eval countries.
- Long horizons (h>=14d) have wider effective uncertainty than the conformal q90 suggests; the same lag features feed all horizons.
- Bands floor at [0,1]; probabilities below 0.05 are at the model's noise floor.
- SHAP attribution above is from the 7-day point model. The trajectory uses 30 separate per-horizon XGBoost models that share the same feature set; we have not yet computed per-horizon SHAP.
Sample horizons
| Day | Date | P(shutdown) | 90% interval |
|---|---|---|---|
| d1 | 2026-07-07 | 14.1% | [0%, 58%] |
| d7 | 2026-07-13 | 45.2% | [0%, 100%] |
| d14 | 2026-07-20 | 52.3% | [0%, 100%] |
| d30 | 2026-08-05 | 42.3% | [0%, 100%] |
Spotlight countries