Données ouvertes

Bibliothèque

Jeux de données ouverts, entièrement documentés — interrogeables ici, et lisibles par n’importe quel LLM.

Les titres et les descriptions proviennent des sources de données, en anglais.

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134 jeux de données

anomaly-detection

Shelter Inflation Signals (derived)
US shelter inflation signals (rent/OER momentum, affordability wedge, anomalies)
Monthly signals derived from BLS shelter CPI series (redistributed by FRED): 30-month annualized change volatility, 3-month momentum, year-over-year change, 3-sigma anomaly flags vs a trailing 12-month baseline, naive-drift 1-month forecasts, a per-month cross-series volatility rank, the shelter premium (shelter YoY minus headline CPI YoY — the affordability wedge) and the OER-minus-rent divergence gauge. Covers rent of primary residence from 1915 and owners' equivalent rent from 1983. All rows are normalized to country_code USA so they join cleanly with US macro data. Raw series: Federal Reserve Bank of St. Louis (FRED); underlying data: U.S. Bureau of Labor Statistics.
- inflation
- housing
- rent
- shelter
lignes
1 602
Qualité
99
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
US Bank Lending Standards Signals (derived)
US bank lending standards signals (SLOOS tightening, credit conditions)
Quarterly US credit-conditions signals derived from FRED's Senior Loan Officer Opinion Survey (SLOOS): net percentages of banks tightening lending standards for C&I loans, with quarter-on-quarter and year-on-year changes in percentage points, 30-quarter annualized change volatility, 1-quarter momentum, 3-sigma anomaly flags vs a trailing 12-quarter baseline, naive-drift 1-quarter forecasts, a per-quarter cross-series volatility rank, tightening regime flags with 4-year z-scores, and the large-firm minus small-firm tightening spread (the flight-to-quality gauge). All rows are normalized to country_code USA so they join cleanly with US macro data. Raw series: Federal Reserve Bank of St. Louis (FRED); underlying survey: Board of Governors of the Federal Reserve System.
- lending-standards
- sloos
- credit-conditions
- banks
lignes
292
Qualité
99
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
Norway Macro Momentum Signals (derived)
Norway macro momentum signals (labour-market and CPI momentum, anomaly flags)
Value-added Norwegian macro signals derived from the free Statistics Norway StatBank labour-force survey and consumer price index (CC-BY-4.0): unemployment-rate, participation-rate and employment momentum with 3-month annualized rates, 2-year z-scores and 3-sigma anomaly flags, plus headline CPI momentum — a compact Norway macro-momentum dashboard for oil-economy and Nordic watchers. All computation is local pandas/numpy; no paid models or APIs.
- norway
- labour-market
- unemployment
- cpi
lignes
1 983
Qualité
100
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
Canada Sectoral Momentum Signals (derived)
Canada sectoral momentum signals (industry growth breadth, momentum ranks, anomalies)
Value-added Canadian macro signals derived from the free Statistics Canada GDP-by-industry data (Open Licence): per-industry 3-month annualized momentum, year-on-year growth, 3-sigma anomaly flags and monthly cross-industry momentum ranks, plus the headline growth-breadth gauge — the share of industries expanding — so users can see whether Canadian growth is broad-based or narrow. All computation is local pandas/numpy; no paid models or APIs.
- canada
- gdp
- sectors
- growth-breadth
lignes
6 018
Qualité
100
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
State Coincident-Activity Signals (derived)
US state coincident-activity signals (Philadelphia Fed index momentum, state-vs-nation divergence, anomalies)
Monthly signals derived from the Philadelphia Fed's Coincident Economic Activity Indexes (redistributed by FRED): 30-month annualized change volatility, 3-month momentum, year-over-year change, 3-sigma anomaly flags vs a trailing 12-month baseline, naive-drift 1-month forecasts, a per-month cross-state volatility rank, the state-minus-nation cycle-divergence gauge and a 24-month growth z-score (the state business-cycle heat gauge). Covers the national index plus all 50 state indexes from 1979. All rows are normalized to country_code USA so they join cleanly with US macro data; the state identity rides in series_id. Raw series: Federal Reserve Bank of St. Louis (FRED); underlying data: Federal Reserve Bank of Philadelphia.
- business-cycle
- states
- coincident-index
- regional
lignes
29 103
Qualité
100
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
State GDP Signals (derived)
US state GDP signals (BEA all-industry output by state)
Annual US state GDP signals from FRED/BEA (1997 -> latest): all-industry total GDP for the 50 states + DC with 1-year and 10-year growth rates, 10-year growth volatility, 3-sigma anomaly flags, drift forecasts, 10-year growth z-scores and gauges: each state's share of US GDP, a contraction flag and an outperform-vs-US flag. The output lens on regional growth — the GDP companion to the coincident index in fred-state-cycle-signals and the labor lens in state-labor-signals. Raw series: Bureau of Economic Analysis via FRED.
- gdp
- states
- regional
- bea
lignes
1 558
Qualité
97
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
State Housing-Momentum Signals (derived)
US state housing-momentum signals (FHFA HPI boom/bust gauges)
Quarterly housing-momentum signals derived from FHFA All-Transactions House Price Indexes (FRED, 50 states + DC + US national, 1975 ->): quarter-on-quarter and year-on-year price changes, 30-quarter change volatility, 3-sigma anomaly flags vs a trailing-12-quarter baseline, drift forecasts, per-quarter cross-state volatility ranks, state-vs-nation divergence gaps, 10-year house-price z-scores, cycle-position percentiles, and boom/cooldown flags. The state-breadth companion to the national housing signals. Country codes normalized to ISO alpha-3 (USA). Raw data: Federal Housing Finance Agency via FRED.
- housing
- house-prices
- fhfa
- hpi
lignes
10 712
Qualité
100
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
US State Personal-Income Signals (derived)
US state personal-income signals (regional income growth)
Quarterly US state personal-income signals from BEA total personal income (FRED <USPS>OTOT series, 49 states + DC — North Carolina excluded, FRED's NCOTOT is corrupted — 1948-Q1 ->): year-on-year growth, quarter-on-quarter change, 4-quarter volatility, 3-sigma anomaly flags, naive-drift forecasts, 5-year growth z-scores, per-quarter growth ranks, each state's share of US personal income, outperform-vs-US and contraction flags. The income lens on US regions — what households actually receive — complementing state-gdp-signals (output), state-labor-signals (unemployment), and state-cycle-signals (coincident index). The US benchmark is the sum of the 50 included state series each quarter (North Carolina excluded — FRED's NCOTOT is corrupted). All rows normalized to country_code USA. Raw series: U.S. Bureau of Economic Analysis via FRED.
- personal-income
- states
- regional
- bea
lignes
15 634
Qualité
100
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
US State Unemployment Signals (derived)
US state unemployment signals (50 states + DC, regional divergence, anomalies)
Value-added regional labor signals derived from FRED's free BLS state unemployment-rate series: all 50 states plus the District of Columbia, monthly seasonally adjusted. Each row carries change volatility, 3-month momentum, 12-month change (pp), a trailing-1y rate z-score, 3-sigma anomaly flags, naive-drift 1-month forecasts, a per-month cross-state volatility rank, and the cross-state unemployment dispersion gauge (regional labor-market divergence). All computation is local pandas/numpy; no paid models or APIs.
- unemployment
- labor-market
- regional
- states
lignes
30 957
Qualité
100
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
US State Wage-Growth Signals (derived)
US state wage-growth signals (regional pay pressure)
US state-level average hourly earnings signals (BLS via FRED, 50 states + DC, monthly 2007 ->): 12-month wage growth, 3-month momentum, 30-period change volatility, 3-sigma shock flags, drift forecasts, 5-year pay-pressure z-scores, the state-vs-US growth gap and cross-state growth ranks. The regional pay-pressure lens: where wages run hot or cold across the country. BLS data via FRED (free, keyless-by-reuse of the existing FRED key).
- wages
- earnings
- labor-market
- states
lignes
12 036
Qualité
99
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
Sticky vs Flexible Inflation Signals (derived)
US sticky vs flexible inflation signals (underlying inflation gauge, persistence regime)
Monthly signals derived from the Atlanta Fed's sticky-price and flexible-price CPI series (redistributed by FRED, 1968 ->; both series are published as 12-month percent changes): 30-month annualized point-change volatility, 3-month point-change momentum, the 12-month percent change itself, 3-sigma anomaly flags vs a trailing 12-month baseline, naive-drift 1-month forecasts, a per-month cross-series volatility rank, the sticky-minus-flexible spread (pp — the underlying-inflation gauge) and a 10-year sticky-inflation z-score (the persistence-regime gauge). All rows are normalized to country_code USA so they join cleanly with US macro data. Raw series: Federal Reserve Bank of St. Louis (FRED); underlying data: Federal Reserve Bank of Atlanta.
- inflation
- sticky-prices
- core-inflation
- cpi
lignes
1 408
Qualité
99
Mis à jour
22 sept. 2026
À jour
Licence
Usage commercial OK
Global Terms-of-Trade Signals (derived)
Sub-Saharan African terms-of-trade signals (price-competitiveness gauges)
Annual terms-of-trade signals derived from the IMF DataMapper (terms-of-trade index, 2010 = 100, 47 Sub-Saharan African economies, 2004 ->): 1-year and 3-year changes, 30-year change volatility, 3-sigma anomaly flags vs a trailing-10-year baseline, naive-drift 1-year forecasts, per-year cross-country volatility ranks, 10-year index z-scores, 5-year percent shifts, and sustained improvement / deterioration / shock-year flags. The global price-competitiveness companion to the trade-flow signals. Country codes normalized to verified ISO alpha-3. Raw data: International Monetary Fund (DataMapper, keyless API).
- terms-of-trade
- trade
- competitiveness
- export-prices
lignes
1 120
Qualité
90
Mis à jour
22 sept. 2026
À jour
Licence
Licence incertaine