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}.
Angola: forward projections across 12 macro indicators, horizons 2025, 2026, 2027, 2028, 2029, 2030, 2031, 2034, 2035, 2036. 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 observed
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.65 | 10.67 | -7.37 | -0.22 – 3.52 |
| 2029 | 0.55 | 16.17 | -15.07 | -2.68 – 3.79 |
| 2031 | -0.54 | 19.62 | -20.71 | -4.74 – 3.65 |
| 2036 | -3.29 | 25.23 | -30 | -9.63 – 3.06 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed31.48(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 31.78 | 43.87 | 21.29 | 29.54 – 34.01 |
| 2027 | 32.36 | 53.31 | 14.2 | 27.81 – 36.91 |
| 2029 | 32.95 | 59.99 | 9.5 | 26.45 – 39.45 |
| 2034 | 34.41 | 72.66 | 1.26 | 23.44 – 45.38 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed101bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 164.7bn | 222.1bn | 115bn | 155.3bn – 174.2bn |
| 2029 | 195bn | 294.4bn | 108.8bn | 173.8bn – 216.2bn |
| 2031 | 225.3bn | 353.6bn | 114bn | 192bn – 258.6bn |
| 2036 | 300.9bn | 482.4bn | 143.6bn | 231.1bn – 370.7bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed4.42(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.68 | 6.43 | -2.43 | 0.87 – 2.5 |
| 2029 | 0.39 | 8.61 | -6.74 | -1.03 – 1.8 |
| 2031 | -0.91 | 9.7 | -10 | -2.76 – 0.94 |
| 2036 | -4.16 | 10.85 | -10 | -7.33 – -0.99 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed2.7k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4k | 5.6k | 2.6k | 3.7k – 4.2k |
| 2029 | 4.6k | 7.4k | 2.2k | 4k – 5.1k |
| 2031 | 5.2k | 8.7k | 2.1k | 4.3k – 6k |
| 2036 | 6.6k | 11.7k | 2.2k | 5k – 8.3k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed51.6(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 47.64 | 87.01 | 2.22 | 40.82 – 54.46 |
| 2029 | 39.73 | 107.92 | 0 | 27.33 – 52.12 |
| 2031 | 31.81 | 119.84 | 0 | 15.72 – 47.9 |
| 2036 | 12.02 | 136.52 | 0 | 0 – 33.1 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed19.36(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 19.04 | 21.83 | 16.25 | 18.31 – 19.77 |
| 2027 | 18.4 | 23.22 | 13.57 | 16.77 – 20.02 |
| 2029 | 17.76 | 23.99 | 11.52 | 15.38 – 20.13 |
| 2034 | 16.15 | 24.97 | 7.34 | 12.22 – 20.09 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed28.24(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 10.38 | 28 | -5 | 6.31 – 14.46 |
| 2029 | 0.16 | 30.68 | -5 | -5 – 6.98 |
| 2031 | -5 | 34.4 | -5 | -5 – 4.13 |
| 2036 | -5 | 50 | -5 | -5 – 8.15 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed10.39(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 8.73 | 12.57 | 5.41 | 8.04 – 9.42 |
| 2027 | 4.28 | 10.92 | 0 | 3.12 – 5.43 |
| 2029 | 0 | 8.58 | 0 | 0 – 1.31 |
| 2034 | 0 | 12.14 | 0 | 0 – 1.89 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed37.9m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 40.3m | 42.2m | 38.5m | 39m – 41.5m |
| 2029 | 41.8m | 43.8m | 39.9m | 38.7m – 44.9m |
| 2031 | 43.3m | 45.3m | 41.4m | 38.4m – 48.2m |
| 2036 | 47.1m | 49.3m | 45m | 37.3m – 56.8m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed0.87(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 2.05 | 8.73 | -2.96 | 1.18 – 2.92 |
| 2027 | 4.89 | 15 | -3.79 | 3.21 – 6.57 |
| 2029 | 7.73 | 15 | -3.47 | 5.25 – 10.22 |
| 2034 | 14.84 | 15 | -1 | 9.83 – 15 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed14.11(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 13.58 | 14.91 | 12.26 | 13.16 – 14 |
| 2028 | 12.54 | 14.83 | 10.24 | 11.58 – 13.49 |
| 2030 | 11.49 | 14.45 | 8.52 | 10.11 – 12.86 |
| 2035 | 8.87 | 13.05 | 4.68 | 6.81 – 10.92 |
Method: linear_trend; lookback 6y; 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/AGO · Country page → · Full brief → · API docs
