Forecast
Forward projections from the prediction engine — baseline plus an optimistic/pessimistic band and a confidence interval, per macro indicator. These are PROJECTIONS, not observations: generated from observed history, never a guarantee. A country we hold no projections for is shown honestly.
Forecast
Need it as JSON? GET /api/v1/forecast/country/{iso3}.
Kosovo: forward projections across 8 macro indicators, horizons 2025, 2027, 2029, 2034. These are projections, not observations — each carries an optimistic/pessimistic band and a confidence interval, anchored against the latest observed value where one is held.
Latest observed41.75
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 44.05 | 55.31 | 34.29 | 41.74 – 46.37 |
| 2027 | 48.66 | 68.16 | 31.76 | 43.54 – 53.78 |
| 2029 | 53.27 | 78.45 | 31.45 | 45.41 – 61.13 |
| 2034 | 64.79 | 100.4 | 33.93 | 49.33 – 80.24 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed11.2bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 11.7bn | 13bn | 10.5bn | 11.3bn – 12bn |
| 2027 | 12.9bn | 15.2bn | 10.9bn | 11.9bn – 13.8bn |
| 2029 | 14.1bn | 17.1bn | 11.5bn | 12.5bn – 15.7bn |
| 2034 | 17.2bn | 21.4bn | 13.5bn | 13.6bn – 20.7bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed4.57(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 4.85 | 12 | -10 | 1.63 – 8.07 |
| 2027 | 5.48 | 12 | -10 | -0.22 – 11.19 |
| 2029 | 6.12 | 12 | -10 | -1.39 – 12 |
| 2034 | 7.71 | 12 | -10 | -3.46 – 12 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed7k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 7.4k | 8.3k | 6.7k | 7.2k – 7.7k |
| 2027 | 8.5k | 10k | 7.1k | 7.9k – 9.1k |
| 2029 | 9.5k | 11.6k | 7.8k | 8.5k – 10.6k |
| 2034 | 12.2k | 15k | 9.7k | 9.7k – 14.7k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed72.04(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 75.07 | 83.93 | 66.2 | 72.51 – 77.63 |
| 2027 | 81.12 | 96.48 | 65.76 | 74.87 – 87.36 |
| 2029 | 87.17 | 107 | 67.34 | 77.16 – 97.18 |
| 2034 | 102.29 | 130.34 | 74.25 | 81.07 – 123.51 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed1.62(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 0.65 | 11.33 | -5 | -1.74 – 3.03 |
| 2027 | -4.01 | 14.51 | -5 | -5 – 0.29 |
| 2029 | -5 | 18.9 | -5 | -5 – 0.7 |
| 2034 | -5 | 28.8 | -5 | -5 – 3.29 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed31.65(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 31.46 | 34.66 | 28.7 | 30.49 – 32.44 |
| 2027 | 31.14 | 36.67 | 26.34 | 28.84 – 33.44 |
| 2029 | 30.81 | 37.96 | 24.62 | 27.31 – 34.31 |
| 2034 | 30 | 40.1 | 21.25 | 23.76 – 36.24 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed1.6m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 1.6m | 1.7m | 1.5m | 1.6m – 1.7m |
| 2027 | 1.5m | 1.6m | 1.4m | 1.4m – 1.6m |
| 2029 | 1.4m | 1.6m | 1.3m | 1.3m – 1.6m |
| 2034 | 1.2m | 1.4m | 967.7k | 925.3k – 1.4m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Generated by the prediction engine (model prediction-engine-v1) on 2026-06-22 from observed history. Projections, not observations — never a guarantee of future values.
Machine-readable: GET /api/v1/forecast/country/XKX · Country page → · Full brief → · API docs
