All datasets

Euro-area ECB balance-sheet & liquidity signals (QE/QT regimes)

Weekly euro-area ECB liquidity signals from the ECB's total assets (FRED ECBASSETSW, 1999 ->, millions of euros): 13-week momentum, year-on-year change, 30-week change volatility, 3-sigma anomaly flags, naive-drift forecasts, a quantitative-tightening regime flag, a 5-year balance-sheet z-score, and an aggressive-expansion flag. The ECB-side companion to fed-liquidity-signals (WALCL) — balance-sheet expansion (QE) and contraction (QT) drive euro-area financial conditions, sovereign spreads, and the euro. Series covers the changing euro-area composition (11 to 20 countries); rows carry the stable EA20 aggregate code. Raw series: European Central Bank via FRED.

Source: ECB Balance-Sheet & Liquidity Signals (derived)1,446 rowsUpdated: 9/22/2026
ecbeuro-areabalance-sheetquantitative-easingquantitative-tighteningliquiditymonetary-policymomentumanomaly-detectionforecastingsignalsfred

Quality

91.9

Attribution

European Central Bank via FRED (Copyright, European Central Bank, reprinted with permission); signals by Frontier Data Hub

Schema

ColumnTypeDescription
datestringObservation date (FRED API field date; YYYY-MM-DD, weekly).
countrystring
country_codestring
series_idstringECBASSETS: Central Bank Assets for Euro Area (FRED ECBASSETSW), the ECB's balance-sheet footprint.
series_labelstringCentral Bank Assets for Euro Area (millions of euros): total assets of the Eurosystem, covering the changing euro-area composition (11 to 19 countries over the series history).
valuefloatECB total assets in millions of euros (weekly). Rises with asset-purchase (QE) programs; falls with quantitative tightening and maturing operations.
momentum_3mfloat
yoy_changefloat
volatility_30dfloat
anomaly_flaginteger
forecast_1mfloat
qt_flaginteger
balance_sheet_z_5yfloat
expanding_fast_flaginteger

Sample rows

datecountrycountry_codeseries_idseries_labelvaluemomentum_3myoy_changevolatility_30danomaly_flagforecast_1mqt_flagbalance_sheet_z_5yexpanding_fast_flag
1999-01-01Euro area (20 countries)EA20ECBASSETSCentral Bank Assets for Euro Area (millions of euros)697160000
1999-01-08Euro area (20 countries)EA20ECBASSETSCentral Bank Assets for Euro Area (millions of euros)685128000
1999-01-15Euro area (20 countries)EA20ECBASSETSCentral Bank Assets for Euro Area (millions of euros)686992000
1999-01-22Euro area (20 countries)EA20ECBASSETSCentral Bank Assets for Euro Area (millions of euros)667622000
1999-01-29Euro area (20 countries)EA20ECBASSETSCentral Bank Assets for Euro Area (millions of euros)694638000

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/ecb_liquidity_signals/euro_area_ecb_liquidity_signals" | jq '{title, rows, columns_count, license}'

Python

import requests

ds = requests.get("https://datazimuts.com/v1/datasets/ecb_liquidity_signals/euro_area_ecb_liquidity_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/ecb_liquidity_signals/euro_area_ecb_liquidity_signals

Tip: fetch /llms.txt for the full machine-readable catalog.