Kazakhstan KZ
falling (-15.1pp)Follow the model’s 30-day path. Read the probability and uncertainty together.
30-day trajectory with 90% conformal band
model trajectory_v1mean P(shutdown by day)90% conformal bandpeak day
Peak day
55.8%
d15 · 2026-10-20
Floor day
9.1%
d7 · 2026-10-12
30-day delta
-15.1pp
d30 vs d1 probability
Drivers (SHAP top 3 from the 7-day model — same features feed all horizons)
day 143.2%
2026-10-06
- block_rate_roll7_mean-0.075
- week_of_year-0.062
- gdelt_unrest_30d-0.028
day 79.1%
2026-10-12
- block_rate_roll7_mean-0.075
- week_of_year-0.062
- gdelt_unrest_30d-0.028
day 1441.9%
2026-10-19
- block_rate_roll7_mean-0.075
- week_of_year-0.062
- gdelt_unrest_30d-0.028
day 3028.2%
2026-11-04
- block_rate_roll7_mean-0.075
- week_of_year-0.062
- gdelt_unrest_30d-0.028
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 | 2026-10-06 | 43.2% | [0%, 87%] |
| d7 | 2026-10-12 | 9.1% | [0%, 74%] |
| d14 | 2026-10-19 | 41.9% | [0%, 100%] |
| d30 | 2026-11-04 | 28.2% | [0%, 100%] |
Spotlight countries
About this view
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.