Global producer price & cost-push signals (PPI momentum, PPI-CPI spread, anomalies)

Name: Global producer price & cost-push signals (PPI momentum, PPI-CPI spread, anomalies)
Creator: Producer Price Signals (derived)
License: https://www.oecd.org/en/about/terms-and-conditions.html
Keywords: producer-prices, ppi, cost-push, inflation, margin-squeeze, volatility, momentum, anomaly-detection, forecasting, signals, oecd

Monthly ML-enriched producer-price signals for 35 economies, derived from OECD Key Economic Indicators: producer price year-over-year inflation, consumer price year-over-year inflation, and the PPI-minus-CPI spread (the margin-squeeze / cost-push gauge), with 30-month annualized change volatility, 3-month momentum, 3-sigma anomaly flags versus a trailing 12-month baseline, naive-drift 1-month forecasts, and a per-month cross-country volatility rank. Raw indicators: OECD. All rows carry ISO alpha-3 country_code and join cleanly with other macro datasets.

Source: Producer Price Signals (derived)36,108 lignesMis à jour: 22/09/2026

producer-pricesppicost-pushinflationmargin-squeezevolatilitymomentumanomaly-detectionforecastingsignalsoecd

Qualité

96.7

Attribution

Organisation for Economic Co-operation and Development (OECD; derived signals by Frontier Data Hub)

Schéma

Colonne	Type	Description
date	string	Observation month (first day of month; OECD KEI monthly reference period).
country	string
country_code	string
series_id	string	Signal code: PPI_YOY (producer price year-over-year change), CPI_YOY (consumer price year-over-year change), PPI_CPI_SPREAD (PPI YoY minus CPI YoY, the margin-squeeze gauge).
series_label	string	Human-readable label for the signal series, derived from the OECD KEI indicator names.
value	float	Signal value in native units: percent year-over-year for PPI_YOY/CPI_YOY; percentage points for PPI_CPI_SPREAD.
volatility_30d	float
momentum_3m	float
anomaly_flag	integer
forecast_1m	float
rank	integer

Exemple de lignes

date	country	country_code	series_id	series_label	value	volatility_30d	momentum_3m	forecast_1m	rank
1956-01-01	United States	USA	CPI_YOY	Consumer price index, year-over-year change, %	0.37453177768806967	—	—	—	—
1956-01-01	United States	USA	PPI_CPI_SPREAD	Producer-price YoY minus consumer-price YoY, percentage points (margin-squeeze gauge)	0.6123107834159924	—	—	—	—
1956-01-01	United States	USA	PPI_YOY	Producer price index, year-over-year change, %	0.9868425611040621	—	—	—	—
1956-02-01	United States	USA	CPI_YOY	Consumer price index, year-over-year change, %	0.37453177768806967	—	—	—	—
1956-02-01	United States	USA	PPI_CPI_SPREAD	Producer-price YoY minus consumer-price YoY, percentage points (margin-squeeze gauge)	0.60907523233793	—	—	—	—

Télécharger un échantillon

Téléchargez l'échantillon complet de ce jeu de données (lignes d'exemple, pas le jeu complet).

Télécharger l'exemple CSV Télécharger l'exemple JSON

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/costpush_signals/global_producer_price_signals" | jq '{title, rows, columns_count, license}'

Python

import requests

ds = requests.get("https://datazimuts.com/v1/datasets/costpush_signals/global_producer_price_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/costpush_signals/global_producer_price_signals

Astuce : récupérez /llms.txt pour le catalogue complet lisible par machine.