IMF global real-GDP-growth signals (growth cycle)
Annual global real-GDP-growth signals from the IMF DataMapper (NGDP_RPCH, ~190 economies, 1980 -> latest WEO vintage, projections kept as published): growth acceleration, 5-year changes, OLS trend slopes, 3-sigma anomaly flags, 5-year extrapolation forecasts, 10-year growth z-scores, per-year growth ranks, recession (negative growth) and high-growth (>=6%) flags. The growth-cycle lens on the world economy — the ML-enriched companion to the raw imf real-gdp-growth series. Country codes validated via the shared normalization layer. Raw indicator: International Monetary Fund DataMapper.
Qualité
Attribution
International Monetary Fund, DataMapper (derived signals by Frontier Data Hub)
Schéma
| Colonne | Type | Description |
|---|---|---|
| date | string | Reference year (IMF DataMapper annual; includes WEO projections as published). |
| country | string | Economy name as published by the IMF. |
| country_code | string | ISO 3166-1 alpha-3 code for the economy. |
| series_id | string | IMF DataMapper indicator code: NGDP_RPCH (real GDP growth, annual percent change). |
| series_label | string | Indicator title as published in the IMF DataMapper. |
| value | float | Real gross domestic product, annual percent change, as published by the IMF DataMapper (World Economic Outlook). Negative values are contraction years. (unit: annual percent change) |
| growth_acceleration_pp | float | |
| change_5y_pp | float | |
| trend_slope_10y | float | |
| anomaly_flag | integer | |
| forecast_5y | float | |
| growth_z_10y | float | |
| rank | integer | |
| recession_flag | integer | |
| high_growth_flag | integer |
Exemple de lignes
| date | country | country_code | series_id | series_label | value | growth_acceleration_pp | change_5y_pp | trend_slope_10y | anomaly_flag | forecast_5y | growth_z_10y | rank | recession_flag | high_growth_flag |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1987-01-01 | Aruba | ABW | NGDP_RPCH | Real GDP growth (annual percent change) | 16.1 | — | — | — | 0 | — | — | 4 | 0 | 1 |
| 1988-01-01 | Aruba | ABW | NGDP_RPCH | Real GDP growth (annual percent change) | 18.6 | 2.5 | — | — | 0 | — | — | 4 | 0 | 1 |
| 1989-01-01 | Aruba | ABW | NGDP_RPCH | Real GDP growth (annual percent change) | 12.1 | -6.500000000000002 | — | — | 0 | — | — | 8 | 0 | 1 |
| 1990-01-01 | Aruba | ABW | NGDP_RPCH | Real GDP growth (annual percent change) | 4 | -8.1 | — | — | 0 | — | — | 64 | 0 | 0 |
| 1991-01-01 | Aruba | ABW | NGDP_RPCH | Real GDP growth (annual percent change) | 8 | 4 | — | -3.080000000000001 | 0 | -7.400000000000006 | — | 24 | 0 | 1 |
Télécharger un échantillon
Téléchargez l'échantillon complet de ce jeu de données (lignes d'exemple, pas le jeu complet).
Utiliser avec un LLM
Dirigez n’importe quel LLM vers le point d’accès des métadonnées — la documentation ci-dessus est aussi lisible par machine (JSON-LD + Croissant).
cURL
curl "https://datazimuts.com/v1/datasets/imf_growth_signals/imf_global_real_gdp_growth_signals" | jq '{title, rows, columns_count, license}'Python
import requests
ds = requests.get("https://datazimuts.com/v1/datasets/imf_growth_signals/imf_global_real_gdp_growth_signals").json()
print(ds["title"], ds["rows"], "rows")
# Sample rows for an LLM context window
for row in ds.get("sample_rows", [])[:5]:
print(row)Point d’accès API: https://datazimuts.com/v1/datasets/imf_growth_signals/imf_global_real_gdp_growth_signals
Astuce : récupérez /llms.txt pour le catalogue complet lisible par machine.