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}.
Eswatini: 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.
| Year |
|---|
| Baseline |
|---|
| Optimistic |
|---|
| Pessimistic |
|---|
| Conf. band |
|---|
| 2027 | -2.68 | 3.98 | -9.35 | -4.09 – -1.28 |
| 2029 | -4.45 | 7.09 | -15.99 | -7.02 – -1.88 |
| 2031 | -6.22 | 8.68 | -21.12 | -9.76 – -2.68 |
| 2036 | -10.65 | 10.43 | -30 | -16.65 – -4.64 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 55.1 | 60.73 | 50.22 | 53.39 – 56.8 |
| 2027 | 57.78 | 67.53 | 49.32 | 53.5 – 62.05 |
| 2029 | 60.46 | 73.05 | 49.54 | 53.59 – 67.32 |
| 2034 | 67.16 | 84.96 | 51.72 | 53.22 – 81.09 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 6bn | 6.8bn | 5.3bn | 5.8bn – 6.2bn |
| 2029 | 6.6bn | 8bn | 5.4bn | 6.1bn – 7.1bn |
| 2031 | 7.2bn | 9bn | 5.6bn | 6.4bn – 8bn |
| 2036 | 8.7bn | 11.2bn | 6.4bn | 6.9bn – 10.5bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.35 | 9.1 | 0.24 | 3.49 – 5.22 |
| 2029 | 5.16 | 12 | -1.97 | 3.54 – 6.78 |
| 2031 | 5.97 | 12 | -3.24 | 3.72 – 8.22 |
| 2036 | 7.99 | 12 | -5.03 | 4.21 – 11.77 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.2k | 5.9k | 4.5k | 5k – 5.3k |
| 2029 | 5.7k | 7k | 4.6k | 5.3k – 6.2k |
| 2031 | 6.3k | 8k | 4.9k | 5.6k – 7.1k |
| 2036 | 7.8k | 10.2k | 5.7k | 6.2k – 9.4k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 52.66 | 57.22 | 47.4 | 51.03 – 54.29 |
| 2029 | 57.98 | 65.87 | 48.87 | 53.69 – 62.27 |
| 2031 | 63.3 | 73.49 | 51.54 | 56.11 – 70.48 |
| 2036 | 76.59 | 91.01 | 59.96 | 60.71 – 92.48 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 55.23 | 60.15 | 50.31 | 53.52 – 56.94 |
| 2027 | 58.24 | 66.76 | 49.73 | 53.93 – 62.55 |
| 2029 | 61.26 | 72.25 | 50.26 | 54.3 – 68.21 |
| 2034 | 68.79 | 84.33 | 53.24 | 54.52 – 83.06 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.76 | 5.33 | 2.08 | 3.35 – 4.17 |
| 2029 | 4.32 | 7.04 | 1.41 | 3.51 – 5.13 |
| 2031 | 4.88 | 8.39 | 1.12 | 3.71 – 6.05 |
| 2036 | 6.28 | 11.25 | 0.96 | 4.18 – 8.39 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 15.88 | 19.46 | 12.77 | 15.11 – 16.64 |
| 2027 | 15.46 | 21.67 | 10.08 | 13.83 – 17.09 |
| 2029 | 15.05 | 23.07 | 8.1 | 12.7 – 17.4 |
| 2034 | 14.01 | 25.35 | 4.18 | 10.15 – 17.87 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.2m | 1.2m | 1.1m | 1.2m – 1.2m |
| 2029 | 1.2m | 1.3m | 1.1m | 1.1m – 1.3m |
| 2031 | 1.2m | 1.3m | 1.1m | 1.1m – 1.4m |
| 2036 | 1.3m | 1.4m | 1.1m | 995.3k – 1.5m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 0.69 | 9.44 | -5.87 | -0.42 – 1.8 |
| 2027 | -1.18 | 13.98 | -10 | -3.13 – 0.77 |
| 2029 | -3.05 | 15 | -10 | -5.74 – -0.36 |
| 2034 | -7.72 | 15 | -10 | -10 – -3.02 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 34.37 | 37.15 | 31.58 | 33.3 – 35.43 |
| 2028 | 34.69 | 39.52 | 29.86 | 32.13 – 37.26 |
| 2030 | 35.02 | 40 | 28.78 | 31.04 – 39 |
| 2035 | 35.84 | 40 | 27.02 | 28.4 – 40 |
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/SWZ · Country page → · Full brief → · API docs
