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Economic Policy Uncertainty Indices CSV FRED Python Global

The policyuncertainty.com website, maintained by Scott R. Baker, Nick Bloom, and Steven J. Davis, hosts a large collection of text-based uncertainty and risk indices. All indices are newspaper-based (or text-based) and freely downloadable. Many are also available via FRED. Data is licensed under CC BY 4.0.


Economic Policy Uncertainty (EPU)

The headline index quantifies economic policy uncertainty by counting newspaper articles that contain terms related to the economy, policy, and uncertainty.

Variant Coverage Frequency Period
US EPU United States (10 newspapers) Monthly, daily 1985–present
Country-level EPU 25+ countries Monthly varies by country
Global EPU (GEPU) GDP-weighted average of 18 national indices Monthly 1997–present
US Categorical EPU Policy sub-categories (see below) Monthly 1985–present

The US categorical EPU breaks down uncertainty by policy domain — for example, monetary policy, fiscal policy, healthcare, trade policy, national security, and more. Each sub-index adds category-specific search terms on top of the baseline economy-uncertainty-policy filter.

Use in finance

The EPU index is widely used as a control variable or main explanatory variable in studies on investment, asset pricing, corporate decisions, and macro-finance. It is available on FRED as USEPUINDXM (monthly) and USEPUINDXD (daily).

Key reference: Baker, S.R., Bloom, N. and Davis, S.J. (2016). Measuring Economic Policy Uncertainty. The Quarterly Journal of Economics, 131(4), 1593–1636. doi:10.1093/qje/qjw024


Geopolitical Risk (GPR)

The Geopolitical Risk Index by Caldara and Iacoviello counts newspaper articles related to adverse geopolitical events across 10 international newspapers, organized into eight categories (war threats, military buildups, nuclear threats, terror threats, and actual geopolitical acts).

Variant Coverage Frequency Period
GPR Benchmark 10 newspapers Monthly, daily 1985–present
GPR Historical (GPRH) 3 newspapers Monthly 1900–present
Geopolitical Threats (GPRT) Threat categories 1–5 Monthly 1985–present
Geopolitical Acts (GPRA) Act categories 6–8 Monthly 1985–present
Country-specific GPR 44 countries Monthly varies

Use in finance

The GPR index is used in studies on risk premia, flight-to-safety, capital flows, and investment under uncertainty. Higher GPR foreshadows lower investment and employment and is associated with larger downside risks.

Key reference: Caldara, D. and Iacoviello, M. (2022). Measuring Geopolitical Risk. American Economic Review, 112(4), 1194–1225. doi:10.1257/aer.20191823


World Uncertainty Index (WUI)

The World Uncertainty Index by Ahir, Bloom, and Furceri counts the frequency of "uncertainty" in the Economist Intelligence Unit (EIU) country reports for 143 countries (covering 99% of world GDP).

Variant Coverage Frequency Period
WUI 143 countries Quarterly 1952–present
World Trade Uncertainty (WTU) 143 countries Quarterly 1996–present

Use in finance

The WUI provides broad cross-country coverage and is well suited for panel studies on uncertainty and economic outcomes. Available on FRED as WUIGLOBALWEIGHTAVG.

Key reference: Ahir, H., Bloom, N. and Furceri, D. (2022). The World Uncertainty Index. NBER Working Paper 29763. nber.org/papers/w29763


Monetary Policy Uncertainty (MPU)

Variant Coverage Frequency Period
Baker-Bloom-Davis MPU United States Monthly 1985–present
Husted-Rogers-Sun MPU United States Monthly 1985–present
Arbatli et al. MPU Japan Monthly 1987–present

Trade Policy Uncertainty

Variant Coverage Frequency Period
BBD Trade Policy Uncertainty United States Daily 1985–present
Caldara et al. Trade Policy Uncertainty United States Monthly 1960–present

Equity Market Volatility (EMV) Trackers

Newspaper-based trackers of equity market volatility that move closely with the VIX.

Variant Coverage Frequency Period
Overall EMV United States Monthly, daily 1985–present
Infectious Disease EMV United States Daily 1985–present
40+ categorical EMV trackers United States Monthly 1985–present

Key reference: Baker, S.R., Bloom, N., Davis, S.J. and Kost, K. (2026). Policy News and Stock Market Volatility. Journal of Financial Economics, 175, 104187.


Climate & Sustainability

Variant Coverage Frequency Period
Climate Policy Uncertainty (CPU) United States Monthly 1985–present
US Climate Uncertainty United States Monthly varies
Sustainability Uncertainty United States Monthly varies

Other Specialized Indices

The site also hosts indices on:

  • AI Economic Uncertainty — newspaper-based index tracking uncertainty related to artificial intelligence
  • US-China Tension Index — measures bilateral geopolitical and economic tensions
  • Inter-Korean Geopolitical Risk — Korea-specific GPR
  • Cable News-based EPU — EPU derived from cable news transcripts
  • Twitter-based Uncertainty — social-media-based uncertainty measures
  • Energy Uncertainty Indexes — energy-sector-specific uncertainty
  • Financial Stress Indicator — newspaper-based financial stress
  • Firm-Level Political Risk — firm-level measures from earnings calls (Hassan et al.)
  • Immigration-Related Indices — immigration policy uncertainty

Python Example

Many indices are available via FRED:

from fredapi import Fred
fred = Fred(api_key="your_key")

# US Economic Policy Uncertainty (monthly)
epu = fred.get_series("USEPUINDXM")

# Global EPU (GDP-weighted)
gepu = fred.get_series("GEPUCURRENT")

# World Uncertainty Index (GDP-weighted)
wui = fred.get_series("WUIGLOBALWEIGHTAVG")

Or download directly from the website:

import pandas as pd

# US monthly EPU
url = "https://www.policyuncertainty.com/media/US_Policy_Uncertainty_Data.xlsx"
epu = pd.read_excel(url)

See also: Sentiment & Culture for investor sentiment surveys, cultural dimensions, and values surveys.