Global long-run inflation-regime signals (BIS CPI, 63 economies, 1913-present)
Long-run inflation signals derived from the BIS long-run consumer price index: year-on-year inflation, acceleration gauges, 3-month momentum, 30-month annualized change volatility, 3-sigma anomaly flags vs a trailing 12-month baseline, naive-drift 1-month forecasts, per-month cross-country volatility ranks, high-inflation (>5%) and deflation flags, and 10-year inflation z-scores for 63 economies with history in many cases back to 1913. The monetizable inflation-regime signals layer on top of raw BIS consumer-price data. Raw series: BIS long-run consumer price index.
Quality
Attribution
Bank for International Settlements, long-run consumer price index; derived signals by Frontier Data Hub
Schema
| Column | Type | Description |
|---|---|---|
| date | string | Reference month of the BIS long-run consumer price index observation (monthly). |
| country | string | |
| country_code | string | |
| series_id | string | BIS series identifier for the long-run consumer price index of the economy. |
| series_label | string | Economy name as published by BIS for the long-run consumer price index. |
| value | float | Consumer price index level as published by BIS (long-run series, national sources). |
| yoy_inflation_pct | float | |
| inflation_acceleration | float | |
| momentum_3m | float | |
| volatility_30d | float | |
| anomaly_flag | integer | |
| forecast_1m | float | |
| rank | integer | |
| high_inflation_flag | integer | |
| deflation_flag | integer | |
| inflation_z_10y | float |
Sample rows
| date | country | country_code | series_id | series_label | value | yoy_inflation_pct | inflation_acceleration | momentum_3m | volatility_30d | anomaly_flag | forecast_1m | rank | high_inflation_flag | deflation_flag | inflation_z_10y |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1913-01-01 | United States | USA | US | United States | 4.494269 | — | — | — | — | 0 | — | — | 0 | 0 | — |
| 1913-02-01 | United States | USA | US | United States | 4.494269 | — | — | — | — | 0 | — | — | 0 | 0 | — |
| 1913-03-01 | United States | USA | US | United States | 4.494269 | — | — | — | — | 0 | — | — | 0 | 0 | — |
| 1913-04-01 | United States | USA | US | United States | 4.494269 | — | — | — | — | 0 | — | — | 0 | 0 | — |
| 1913-05-01 | United States | USA | US | United States | 4.448409 | — | — | — | — | 0 | — | — | 0 | 0 | — |
Download sample data
Download the full sample snapshot for this dataset (sample rows, not the complete dataset).
Use with an LLM
Point any LLM at the metadata endpoint — the documentation above is machine-readable too (JSON-LD + Croissant).
cURL
curl "https://datazimuts.com/v1/datasets/bis_inflation_signals/global_long_run_inflation_regime_signals" | jq '{title, rows, columns_count, license}'Python
import requests
ds = requests.get("https://datazimuts.com/v1/datasets/bis_inflation_signals/global_long_run_inflation_regime_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)API endpoint: https://datazimuts.com/v1/datasets/bis_inflation_signals/global_long_run_inflation_regime_signals
Tip: fetch /llms.txt for the full machine-readable catalog.