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}.
Macao: forward projections across 12 macro indicators, horizons 2025, 2027, 2029, 2031, 2034, 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 observed35
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 30 | 30 | 9.26 | 25.29 – 30 |
| 2029 | 30 | 30 | -5.92 | 21.23 – 30 |
| 2031 | 30 | 30 | -16.37 | 18.14 – 30 |
| 2036 | 30 | 30 | -30 | 11.82 – 30 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed92.19(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 94.16 | 124.37 | 67.98 | 88.34 – 99.98 |
| 2027 | 98.09 | 150 | 52.74 | 85.91 – 110.28 |
| 2029 | 102.03 | 150 | 43.48 | 84.22 – 119.84 |
| 2034 | 111.87 | 150 | 29.07 | 80.32 – 143.41 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed49.5bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 56.2bn | 85.9bn | 30.4bn | 51.8bn – 60.6bn |
| 2029 | 61.6bn | 113bn | 17bn | 52.5bn – 70.6bn |
| 2031 | 66.9bn | 133.3bn | 9.4bn | 53.7bn – 80.2bn |
| 2036 | 80.3bn | 174.3bn | 0 | 56.3bn – 104.4bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed7.85(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.2 | 12 | -10 | -10 – 12 |
| 2029 | -3.84 | 12 | -10 | -10 – 12 |
| 2031 | -8.88 | 12 | -10 | -10 – 12 |
| 2036 | -10 | 12 | -10 | -10 – 12 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed72k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 78.5k | 122.8k | 40.2k | 72k – 85.1k |
| 2029 | 84.7k | 161.3k | 18.2k | 71.5k – 97.9k |
| 2031 | 90.8k | 189.7k | 5k | 71.7k – 109.8k |
| 2036 | 106.1k | 246k | 0 | 72.4k – 139.7k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed0(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 0 | 0.18 | 0 | 0 – 0.05 |
| 2029 | 0 | 0.18 | 0 | 0 – 0.05 |
| 2031 | 0 | 0.18 | 0 | 0 – 0.08 |
| 2036 | 0 | 0.18 | 0 | 0 – 0.16 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed49.89(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 54.42 | 89.29 | 19.55 | 48.22 – 60.63 |
| 2027 | 63.49 | 123.89 | 3.1 | 51.2 – 75.79 |
| 2029 | 72.56 | 150 | 0 | 54.82 – 90.3 |
| 2034 | 95.24 | 150 | 0 | 63.12 – 127.35 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed0.67(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.43 | 4.04 | 0.7 | 2.03 – 2.83 |
| 2029 | 4.53 | 7.33 | 1.54 | 3.69 – 5.37 |
| 2031 | 6.63 | 10.24 | 2.76 | 5.3 – 7.96 |
| 2036 | 11.88 | 16.98 | 6.41 | 8.85 – 14.91 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed13.74(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 12.04 | 24.63 | 1.12 | 10.04 – 14.03 |
| 2027 | 7.94 | 29.76 | 0 | 4.44 – 11.44 |
| 2029 | 3.84 | 32.01 | 0 | 0 – 8.17 |
| 2034 | 0 | 39.84 | 0 | 0 – 5.85 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed687k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 706.8k | 740.2k | 675.8k | 684.9k – 728.7k |
| 2029 | 717.8k | 751.7k | 686.3k | 664.7k – 770.9k |
| 2031 | 728.8k | 763.2k | 696.8k | 646.1k – 811.6k |
| 2036 | 756.3k | 796.3k | 719.2k | 599.4k – 913.2k |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed5.92(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 10.95 | 15 | -10 | -5.98 – 15 |
| 2027 | 15 | 15 | -10 | -10 – 15 |
| 2029 | 15 | 15 | -10 | -10 – 15 |
| 2034 | 15 | 15 | -10 | -10 – 15 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed2.35(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.62 | 2.23 | 1.01 | 1.5 – 1.74 |
| 2029 | 1.46 | 2.51 | 0.4 | 1.22 – 1.69 |
| 2031 | 1.29 | 2.66 | 0 | 0.98 – 1.61 |
| 2036 | 0.89 | 2.81 | 0 | 0.43 – 1.34 |
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/MAC · Country page → · Full brief → · API docs
