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}.
Turkmenistan: 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 | 3.96 | 11.59 | -3.67 | 2.34 – 5.58 |
| 2029 | 4.47 | 17.69 | -8.75 | 1.56 – 7.38 |
| 2031 | 4.99 | 22.05 | -12.08 | 1.1 – 8.87 |
| 2036 | 6.27 | 30 | -17.86 | 0.34 – 12.2 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed17.57(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 16.71 | 27.34 | 7.49 | 14.92 – 18.5 |
| 2027 | 14.98 | 33.4 | 0 | 11.63 – 18.33 |
| 2029 | 13.26 | 37.03 | 0 | 8.8 – 17.72 |
| 2034 | 8.94 | 42.57 | 0 | 2.71 – 15.18 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed51.4bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 91.9bn | 109.7bn | 76.5bn | 88.4bn – 95.5bn |
| 2029 | 113.3bn | 144.1bn | 86.6bn | 104.2bn – 122.4bn |
| 2031 | 134.7bn | 174.4bn | 100.2bn | 119.2bn – 150.2bn |
| 2036 | 188.1bn | 244.3bn | 139.4bn | 149.1bn – 227.1bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed6.3(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.32 | 3.56 | -0.62 | 0.93 – 1.72 |
| 2029 | -1.53 | 2.35 | -4.9 | -2.25 – -0.81 |
| 2031 | -4.39 | 0.63 | -8.73 | -5.57 – -3.2 |
| 2036 | -10 | -2.91 | -10 | -10 – -7.22 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed6.9k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 13.7k | 17.1k | 10.8k | 13.1k – 14.3k |
| 2029 | 17.1k | 22.9k | 12.1k | 15.6k – 18.6k |
| 2031 | 20.6k | 28k | 14.1k | 18k – 23.1k |
| 2036 | 29.1k | 39.7k | 19.9k | 23.1k – 35.1k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed3.7(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.14 | 4.2 | 0 | 0.65 – 1.63 |
| 2029 | 0 | 5.3 | 0 | 0 – 0.86 |
| 2031 | 0 | 6.84 | 0 | 0 – 1.13 |
| 2036 | 0 | 9.68 | 0 | 0 – 1.65 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed11.16(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 8.67 | 15.41 | 1.93 | 7.5 – 9.84 |
| 2027 | 3.7 | 15.37 | 0 | 1.73 – 5.66 |
| 2029 | 0 | 15.07 | 0 | 0 – 2.39 |
| 2034 | 0 | 21.31 | 0 | 0 – 3.42 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed3.9(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.51 | 18.2 | -5 | 1.4 – 7.62 |
| 2029 | 6.19 | 29.91 | -5 | 0.63 – 11.74 |
| 2031 | 7.87 | 38.49 | -5 | 0.45 – 15.28 |
| 2036 | 12.07 | 50 | -5 | 0.54 – 23.6 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed17.64(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 16.74 | 25.89 | 8.81 | 15.17 – 18.31 |
| 2027 | 14.19 | 30.04 | 0.46 | 11.25 – 17.14 |
| 2029 | 11.65 | 32.1 | 0 | 7.79 – 15.5 |
| 2034 | 5.28 | 34.21 | 0 | 0.31 – 10.26 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed7.5m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 6.9m | 7.5m | 6.4m | 6.7m – 7.1m |
| 2029 | 7m | 8m | 6.1m | 6.5m – 7.5m |
| 2031 | 7.1m | 8.3m | 5.9m | 6.3m – 7.9m |
| 2036 | 7.3m | 9m | 5.6m | 5.8m – 8.8m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed3.78(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 3.78 | 8.67 | 0.11 | 3.1 – 4.45 |
| 2027 | 3.64 | 12.11 | -2.72 | 2.4 – 4.87 |
| 2029 | 3.5 | 14.44 | -4.7 | 1.85 – 5.15 |
| 2034 | 3.16 | 15 | -8.45 | 0.72 – 5.59 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed4.27(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 4.2 | 4.63 | 3.76 | 4.06 – 4.33 |
| 2028 | 4.06 | 4.81 | 3.3 | 3.75 – 4.37 |
| 2030 | 3.92 | 4.89 | 2.95 | 3.46 – 4.38 |
| 2035 | 3.57 | 4.95 | 2.19 | 2.79 – 4.35 |
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/TKM · Country page → · Full brief → · API docs
