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}.
Senegal: 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 | -5.65 | 4.33 | -15.64 | -7.78 – -3.53 |
| 2029 | -4.56 | 12.73 | -21.85 | -8.31 – -0.81 |
| 2031 | -3.47 | 18.85 | -25.79 | -8.3 – 1.36 |
| 2036 | -0.74 | 30 | -30 | -7.34 – 5.87 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed24.69(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 25.04 | 31.06 | 19.82 | 23.78 – 26.3 |
| 2027 | 25.73 | 36.17 | 16.69 | 23.01 – 28.46 |
| 2029 | 26.43 | 39.9 | 14.75 | 22.39 – 30.47 |
| 2034 | 28.17 | 47.22 | 11.65 | 20.94 – 35.39 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed32.8bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 42.8bn | 45.5bn | 40.5bn | 41.5bn – 44.2bn |
| 2029 | 48.8bn | 53.4bn | 44.8bn | 45.2bn – 52.4bn |
| 2031 | 54.8bn | 60.7bn | 49.6bn | 48.5bn – 61bn |
| 2036 | 69.6bn | 78.1bn | 62.3bn | 55.2bn – 84.1bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed6.06(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.09 | 7.23 | -4.24 | 0.05 – 2.13 |
| 2029 | -1.48 | 9.16 | -10 | -3.32 – 0.37 |
| 2031 | -4.04 | 9.7 | -10 | -6.65 – -1.43 |
| 2036 | -10 | 9.42 | -10 | -10 – -5.16 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed1.8k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.1k | 2.3k | 2k | 2.1k – 2.2k |
| 2029 | 2.4k | 2.6k | 2.2k | 2.2k – 2.5k |
| 2031 | 2.6k | 2.9k | 2.3k | 2.3k – 2.9k |
| 2036 | 3.1k | 3.5k | 2.8k | 2.5k – 3.8k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed132.3(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 141.19 | 153.53 | 126.95 | 136.81 – 145.57 |
| 2029 | 158.97 | 180.35 | 134.31 | 147.21 – 170.74 |
| 2031 | 176.76 | 204.35 | 144.92 | 156.69 – 196.83 |
| 2036 | 221.22 | 260.24 | 176.19 | 175.33 – 267.1 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed43.45(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 45.2 | 54.02 | 36.39 | 43.13 – 47.28 |
| 2027 | 48.71 | 63.98 | 33.44 | 44.04 – 53.38 |
| 2029 | 52.22 | 71.93 | 32.51 | 45.02 – 59.41 |
| 2034 | 60.98 | 88.86 | 33.11 | 46.96 – 75.01 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed0.8(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.04 | 12.05 | -5 | 0.99 – 5.08 |
| 2029 | 4.58 | 20.19 | -5 | 0.9 – 8.26 |
| 2031 | 6.12 | 26.27 | -5 | 1.16 – 11.07 |
| 2036 | 9.97 | 38.46 | -5 | 2.06 – 17.88 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed34(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 34.47 | 37.48 | 31.86 | 33.4 – 35.54 |
| 2027 | 35.75 | 40.96 | 31.23 | 33.1 – 38.39 |
| 2029 | 37.03 | 43.76 | 31.19 | 32.82 – 41.23 |
| 2034 | 40.22 | 49.74 | 31.97 | 31.88 – 48.56 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed18.5m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 19.5m | 20.5m | 18.7m | 18.9m – 20.2m |
| 2029 | 20.1m | 21.1m | 19.2m | 18.6m – 21.6m |
| 2031 | 20.7m | 21.7m | 19.8m | 18.4m – 23.1m |
| 2036 | 22.2m | 23.2m | 21.2m | 17.6m – 26.8m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed2.95(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 3.6 | 7.65 | 0.56 | 3.03 – 4.16 |
| 2027 | 5.39 | 12.4 | 0.13 | 4.25 – 6.53 |
| 2029 | 7.18 | 15 | 0.39 | 5.48 – 8.89 |
| 2034 | 11.67 | 15 | 2.06 | 8.2 – 15 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed2.74(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 2.58 | 3.03 | 2.13 | 2.47 – 2.69 |
| 2028 | 2.27 | 3.05 | 1.48 | 2.04 – 2.49 |
| 2030 | 1.95 | 2.97 | 0.94 | 1.64 – 2.26 |
| 2035 | 1.17 | 2.6 | 0 | 0.76 – 1.58 |
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/SEN · Country page → · Full brief → · API docs
