India Intelligence Lab
Explore locally computed country forecasts and scenario-based climate clocks using bundled public-source time series. Outputs are analytical estimates, not official national projections.
Overall composite
Point to a country for its value and rank; select it to open the country directory. Use the controls to zoom or reset.
Boundary geometry: Natural Earth public-domain Admin 0 countries, locally bundled. Displayed boundaries and names are cartographic references and do not constitute a legal position on sovereignty or territorial disputes.
Country forecast
USD · 2024
Back-test MAPE 3.3%
Bundled local series
USD per year
The final three points are the 1-, 3- and 5-year central estimates; consult the table for uncertainty bands.
| Horizon | Year | Central estimate | Lower 95% band | Upper 95% band |
|---|---|---|---|---|
| 1 year | 2027 | 4,148,035,905,681.56 | 3,769,122,103,542.36 | 4,526,949,707,820.77 |
| 3 year | 2029 | 4,464,965,617,869.72 | 3,975,790,002,758.64 | 4,954,141,232,980.81 |
| 5 year | 2031 | 4,810,389,551,865.08 | 4,231,589,158,476.27 | 5,389,189,945,253.88 |
Ensemble of linear trend, compound growth and latest-value baseline. Bands reflect historical residual variation and do not capture every structural shock.
Country Climate Clock Suite
1.5°C · 67%
28.651 Gt allocated under per capita; current emissions 3.154 Gt/year.
1.7°C · 67%
64.466 Gt allocated under per capita; current emissions 3.154 Gt/year.
2°C · 67%
136.094 Gt allocated under per capita; current emissions 3.154 Gt/year.
Per Capita
Trend-based time toward 100% access
tonnes CO₂e per US$ million GDP
Sources: World Bank Open Data time series; global clock assumptions from the governed SOW Climate Clock configuration. Admin review is required before factual public release.