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Economics: Data

Statistics & Numeric Data in Economics

This page lists selected sources of economic statistics and data licensed by the UC Berkeley libraries or freely available on the web. Broken down by category: Data Visualization; International MacroeconomicUnited States & Regional MacroeconomicInternational TradeForeign InvestmentCompanies & Industries; Development & Inequality; Demography & Labor; Economic History; Financial Data; and selected Microdata.

Portals where researchers deposit economic data, and gateways to search for it include:

If you need help with learning statistical analysis, data cleaning, or assistance with programming the Library and the campus have partnered to provide learning opportunities in these areas:

  • Lynda. Online learning platform with videos and full courses covering software, technology, business and creative skills. Includes courses on Adobe and Microsoft tools, as well as a variety of other web, audio, video, IT, and education topics.
  • Peer Teaching and Consulting (DataPeers). A partnership between the Library and the Division of Data Science, DataPeers, provides assistance by undergrads for undergrads on a wide range of data, programming, and statistical analysis needs.
  • Berkeley D-Lab. Provides assistance to Berkeley faculty, staff and graduate students on various data analysis tools and methods. Also offers classes and research consultations appointments

A number of tutorials, e.g. from Princeton University and UCLA also provide helpful guidance and examples.

United States National & Regional

Business Dynamics Statistics. Created from the Longitudinal Business Database (LBD). Sources are longitudinal and track establishments and firms over time.

Center for Microeconomic Data. From the New York Federal Reserve. Includes data on consumer finance, student and household debt, credit cards, housing, delinquencies, auto loans and more.

County Business Patterns.  Subnational economic data by industry, useful for studying the economic activity of small areas.  Also available from the National Historical Geographic Information System.

Data Planet. Access to data points from licensed and public domain datasets froml governments and organizations.

Economic Census. United States business establishment statistics compiled every 5 years: number of establishments, sales, receipts, revenue, payroll, and employees at the city, county, state and national levels. See the Princeton University Guide to the Economic Census.

Economic Indicators. Monthly compilation prepared by the Council of Economic Advisors on prices, wages, production, business activity, purchasing power, credit, money and government finance.

Federal Reserve Economic Data (FRED). Portal for U.S data from the St. Louis Federal Reserve. See also Fraser, scanned images of U.S. historical economic statistical publications and other documents.

Historical Statistics of the United States. Coverage from the colonial and pre-Federal period up to 2000.  Excellent source of information for studying U.S. history, economics, politics, and other topics.

National Bureau of Economic Research (NBER) Data. Includes the NBER Macrohistory Database, and serves as a gateway to frequently used datasets by academics and governments.

OECD Regional Data. Indicators for regions and metro areas in OECD countries, with time-series for demography, economies, labor markets, social indicators, and innovation.

Regional Economic Data Toolkit. Detailed consumer price data at fine levels of geographic detail (city and county levels), state expenditures by economic development functions and indexes of economic diversity.

Statistical Abstract of the United States. Summary statistics on the social, political, and economic organizations of the United States. Also useful as a guide to more information.

United States Bureau of Economic Analysis.US GDP and its components as well as prices, income, inflation, and special topics. Includes the Survey of Current Business (business indicators, prices, trade, labor, employment & earnings, etc.)

United States Bureau of Labor Statistics. Data on inflation and prices, unemployment, productivity, wages, and more. The BLS manages the Current Population Survey (see IPUMS version), the National Longitudinal Surveys, and the Current Employment Statistics Program (Employment, Hours and Earnings).

United States Census Bureau. Principal source of periodic U.S demographic data. Major programs include the Census of Population and Housing via Census.gov and the American Community Survey.

Demography & Labor

Data.Census.Gov. Data from the decennial Census and the American Community Survey about households, education, income, homeowners, business, and more

Health Nutrition and Population Statistics. Health, nutrition and population statistics gathered from international sources. From the World Bank.

Human Mortality Database. Detailed mortality and population data on the history of human longevity. From UC Berkeley and the Max Planck Institute for Demographic Research.

Integrated Public Use Microdata Series (IPUMS). Provides census and survey data from around the world integrated across time and space. Includes the following:

  • IPUMS USA. U.S. census micro-data. Includes decennialn censuses from 1790 to 2010 and American Community Surveys (ACS) from 2000 to the present. Also includes preliminary complete count data for several censuses up to 1940.
  • IPUMS CPS. Microdata from the monthly U.S. labor force survey, Current Population Survey (CPS), from 1962 to the present. Demographic and employment data as well as special topics such as fertility, tobacco use, volunteer activities, voter registration, computer and internet use, food security, etc.
  • IPUMS International.  Census microdata for over 90 countries worldwide.

ILOSTAT. International labor statistics from 1979 to the present on employment, earnings, wages, migration, strikes and more, from the International Labour Organization.

International Data Base. From the U.S. Census Bureau. Statistics for demographic, and socioeconomic data for countries and areas of the world. Information dates from 1950 to 2050.

International Labor Comparisons. From the US Bureau of Labor Statistics. Labor& statistics derived from the foreign countries & the International Labour Office (ILO), Organization for Economic Cooperation and Development (OECD), and the EU.

Longitudinal Employer Household Dynamics. Several data products that characterize workforce dynamics. The Quarterly Workforce Indicators (QWI), LEHD Origin-Destination Employment Statistics (LODES), Job-to-Job Flows (J2J), and Post-Secondary Employment Outcomes (PSEO) are available.

Neighborhood Change Database. Contains US tract-level data from the 1970, 1980, 1990, 2000 and 2010 decennial censuses with variables and tract boundaries that are consistently defined across census years.

Occupational Wages Around the World (OWW). Wages data derived by the NBER from the ILO.

Panel Study of Income Dynamics. Longitudinal survey of U.S. men, women, and children and the families. Panel data on employment, income, wealth, health, housing food expenditures, transfer income, and marital and fertility behavior since 1968. 

Penn World Tables. Freely available data on population, national income accounts and prices, from 1950.

Survey Documentation and Analysis (SDA). Program for easy web-based analysis of survey data.

United States Census Bureau.  Principal source of periodic U.S demographic data. Major programs include the Census of Population and Housing.

UN Data. Wide range of economic, social, cultural, and demographic indicators for most countries and territories of the world.

World Development Indicators. Primary World Bank collection of development indicators.

UN Demographic Yearbook System. Statistics on population, births, deaths, marriage and divorce, educational attainment, housing, ethnicity, language, and foreign-born and foreign populations by country from 1948.

United States Bureau of Labor Statistics.  (BLS). Data on inflation and prices, unemployment, productivity, wages, and much more. The BLS manages the Current Population Survey, National Longitudinal Surveys, and the Current Employment Statistics Program.

Economic History

Archival Federal Reserve Economic Data (ALFRED).   Historical data on Money, Banking, & Finance, National Accounts, Population, Employment, & Labor Markets, Production & Business Activity, Prices, and International Data.

Cross-National Time-Series. Statistical information on a range of countries, with data entries ranging from 1815 to the present. It offers a comprehensive extent of variables and country facts.

Dun and Bradstreet Historical Records. Point- in-time data from a collection of over 280 million private and public companies in the United States. One file per year from 1969 through 2018 with the exception of 1981 and 1984 which are unavailable. Variables include DUNS number, geographic codes (county, city, state, zip) sales, employees, and industry codes. 

EHNet Databases. Wide range of historical data sets from the Economic History Association: global financial data, wages, bond trading, early securities prices, developing country exports, historical labor statistics, and much more.

European State Finance Database. International collaborative research project for the collection, archiving and dissemination of data on European fiscal history across the medieval, early modern and modern periods.

Fraser. Scanned U.S. historical economic statistical publications and other documents. Includes historical runs of the Economic Report of the President, banking and monetary statistics, the Budget of the US Government, Statisics on Income, the& Survey of Current Business, and more.

Global Financial Data. Long runs of historical data on U.S. stock prices and macroeconomic data for the U.S. and foreign countries.

Global Commodity Database. Data can be viewed by geographic market, currency, and commodity, and can be queried. Data is from approximately 1260 to 1914. Most data is from Europe but selected data also from South Asia, East Asia, and the Americas.

Global Price and Income History Group. Prices, wages, income, and measures of economic well-being for countries and cities around the world before 1950.   Focuses primarily on the middle ages.

Historical Annual Reports. Includes over 800 companies' annual reports available as searchable pdf images. Includes financial data, Fortune 500 ranking, industry classification, key people, geographic location, and more, from 1844 to present.

Historical Statistics of the United States. Coverage begins with the colonial and pre-Federal period and goes up to 2000.Excellent source of information for studying U.S. history, economics, politics, and other topics.

Infogroup United States Historical Business Data. Geo-coded records of millions of US businesses with basic information on each entity, such as contact information, industry, revenues, employees, and other data annually from 1997-2018. Data files are compressed and software such as 7-Zip is required to unzip the archives. ​The following files for using the data can also be accessed from the link above.

  • Layout Files in Excel and PDF formats.
  • Business Data Compilation (PPT) – InfoGroup slidedeck reviewing data collection practices.
  • Assignment of SIC and NAICS codes (PDF)
  • InfoGroup NAICS to SIC conversion (Excel)

International Historical Statistics (E-Book Version).. Historical l data for Asia, Oceania, Africa, the Americas, and Europe, from 1750. The digital equivalent of the three famous Mitchell volumes below.

Integrated Public Use Microdata Series (IPUMS). From the Minnesota Population Center. Microdata for historical surveys and censuses from the United States as well as other nations.

For historical data see NHGIS (summary tables and time series of population, housing, agriculture, and economic data) IPUMS USA (census microdata back to 1850) as well as the complete count microdata with complete person-level microdata from 1850-1940 (from 1850 to 1940 use IPUMS USA and select USA Full Count from 1790 to 1840. The full count at the household level can be found here).

League of Nations Statistical Yearbooks. From Northwestern University. Digital League of Nations statistical yearbooks from 1926-1944. Includes data on population, commerce, public finance, currency, production, prices and more.

Maddison Historical Statistics. Project by a group of colleagues of Angus Maddison, with the aim to continue Maddison's work on measuring long-term economic performance for different regions, time periods and subtopics.

Mergent Archives. Corporate and industry related documents from the Moody's Corporate and Government/Municipal Manuals from 1909 to the present day.

Montevideo Oxford Latin American Economic History Database (Moxlad). Statistical series for a range of economic and social indicators covering countries in Latin America for the twentieth century and beyond.

NBER Data. Enormous collection of historical data: macroeconomics, history, international trade and finance, healthcare, finance, more.

Statistical Abstracts of the United States. Summary statistics of data collected by US agencies with source notes leading to more detailed data and publications. The Census Bureau has volumes from 1901. The St. Louis Federal Reserve has volumes from 1878 to 1949 via the FRASER database.

Total Economy Database. From the Conference Board. Annual data covering GDP, population, employment, hours, labor quality, capital services, labor productivity, and total factor productivity for over 120 countries in the world.

TRADHIST.Historical Bilateral Trade and Gravity Data set with more than 1.9 million bilateral trade observations for the 188 years from 1827 to 2014. The dataset is used to estimate the evolution of trade costs over two centuries.

United Nations Statistical Yearbook. International country data covering the areas of population, labor supply, agriculture, forestry, construction, consumption, transportation, education and trade from 1946. UN Data does not contain as many indicators. Also see historic print in the library.

Foreign Investment

CEIC. UC Berkeley subscribes to premium data sets for China, India, Brazil and Indonesia.  Scroll through the menus or search for the investment folders. 

CEPII. Collection of world trade database with accompanying trade models built by CEPII, a French international trade research center.  Data are provided by UN COMTRADE, ILO and others. Users have to document their organization has a UN Comtrade subscription (UCB subscribes).

China Global Investment Tracker. Tracks large Chinese investments and contracts worldwide. Details are available on over 1100 attempted transactions -- failed and successful – valued at more than $100 million in all industries.

Eurostat Direct Investments.  Includes direct investment flow breakdowns by partner country and economic activity

International Monetary Fund, Coordinated Direct Investment Survey. Also available on Data Planet and CEIC. Indicate country/region and counterpart country/region when constructing the query.

International Trade Center Market Analysis Tools. UC Berkeley subscribes, register to access additional detailed data from the Trade Map and the Investment Map

OECD iLibrary. Includes Foreign Direct Investment Data by country partner country and in some cases by economics activity for OECD Member Countries.

UNCTADStat. Aggregate Foreign Direct Investment Flows and Stocks by country for historical periods.  UNCTAD also has a limited series of bilateral FDI Statistics and Country Fact Sheets. Additional information can be obtained from the World Investment Report  (see the Annex Tables). 

U.S. Bureau of Economic Analysis. International Investment Position. Detailed data on foreign direct investment involving the United States.

International Trade

Agricultural Market Access Database (AMAD). Cooperative effort from the FAO, World Bank, EU, OECD and other international organizations. Registration required.

CEPII.  Collection of world trade database with accompanying trade models built by CEPII, a French international trade research center. All databases are free except Except BACI - users have to demonstrate their organization has a UN Comtrade subscription.

Center for International Data (UC Davis). Includes U.S. Import and export data from 1974 to 2001, US Tarrif data NBER-United Nations Trade Data, 1962-2000 and other variables.

UN COMTRADE.  Detailed commodity trade data between countries from 1962. This is the world's largest depository of international trade data.

Direction of Trade Statistics. From the IMF. Annual, quarterly, and monthly data on the value of exports and imports by trade partners for countries, areas and world aggregates, from 1980 to present. For data from 1948 to 1980 consult the Direction of Trade Statistics Historical CD ROM.

Foreign Trade Statistics. Monthly statistical reports, imports and exports by country, trade balances, commodity trade.  Also contains historical data back to 1991, from the U.S. Census Bureau.

ITIP Services.  Linked databases that provide information on member  commitments under the WTO's General Agreement on Trade in Services (GATS), services commitments in regional trade agreements (RTA).  See the statistics section for Trade in Services.

OECD iLibrary. Statistics section includes access to monthly statistics of international trade aggregates and detailed international trade statistics by commodity.

Services Trade Restrictions Database.   World Bank database that provides comparable information on services trade policy measures for 103 countries, 18 service sectors (covering telecommunications, finance, transportation, retail and professional services).

UNCTADStat. From the United Nations Conference on Trade & Development. See also the World Investment Directory, which offers FDI data by country. Includes international commodity price data

UNCTAD-Eora Global Value Chain Database. Explore trends and patterns in international production through the analysis of global value chains (GVCs), i.e. fragmented and geographically dispersed production processes where different stages are located across different countries.

United Nations Service Trade. Resident to non-resident trade in services broken down by EBOPS category and partner country annually. Free registration is required.

USA Trade Online. Specific U.S. export and import information on more than 18,000 commodities worldwide at the U.S. state and port level.

WTO Tariff Data. Offers two databases: one for tariff rates at the highest level of detail, import statistics and the ability to analyze interactively.  Another provides standard statistics,in less detail but with the ability to compare between countries.

WTO Trade & Tariff Data. Interactive database with data on the following:

World Integrated Trade Solutions (WITS). Statistics on trade in merchandise and commercial services at the world and regional level. Register for use with your Berkeley email address. 

International Economic

Asian Development Bank Key Indicators Database. Statistical Data from the Asian Development Bank (query at the top of the page).

Amadeus. European financial database containing information on millions of companies. Up to 10 years of detailed information and consolidated statements.

Cross-National Time-Series. Statistical information on a range of countries, with socio-economic data ranging from 1815 to the present. 

CEIC Global. Global economic and financial data. Includes: National Accounts, Industries, Construction, Demography, Trade, Stock Markets, Banking, Inflation, Monetary, Forex, Investment, and more. Create an account for additional features.

China Data Online. Macroeconomic statistics, city and county data, industrial sector data, and census updates for China. 

Data Planet. Access to data from licensed and public domain datasets from local, state and international governments and commercial organizations. 

EMIS. Company analysis, industry research, economic reports, forecasts, macroeconomic statistics, deals, and financial reports for emerging markets as well as ratings from international & local rating agencies.

EPS China Data. Collection of data on China - annual quarterly and monthly data for indicators covering national, county and city statistics

Eurostat. Publications and statistics from the EU: data in economics, population, agriculture, trade, transportation, the envornment and more.

Global Financial Data (GFD). Long runs of historical data and macroeconomic trends for over 150 countries: financials, interest rates, exchange rates and more.

Global Consumption Database. From the World Bank. One-stop source of data on household consumption patterns in developing countries

IMF Elibrary.  Library of IMF publications and statistics, including Key IMF statistical titles and the Annual Report on Exchange Arrangements and Exchange Restrictions 

Indiastat. Statistical data from Indian government and private sources.  Note: userid and password required. Please inquire at any Library Reference Desk.

Jordà-Schularick-Taylor Macrohistory Database.  Macroeconomic data for advanced economies (1870-2016) annually. Comprises 25 real and nominal variables including financial variables such as bank credit to the non-financial sector, mortgage lending and long-term home prices. 

OECD iLibrary. Data from the Organisation for Economic Co-operation and Development. Includes data on economics and finance, trade, telecommunications, development, foreign aid, migration, and other categories.

Penn World Tables.  Database with information on relative levels of income, output, inputs and productivity (TFP) with country and period coverage. Includes several releases of the data set.

ProwessDX. Detailed fundamentals data for all listed companies in India. Both private and public companies are included. Also contains data on ownership, governance, and mergers & acquisitions. Registration required.  

PRS Country Risk Data. International political risk data, macroeconomic data, and forecasting, including measures of bureaucracy, corruption, civil disorders, ethnic tensions, inflation, terrorism, etc.

Total Economy Database.  From the Conference Board. Annual data covering GDP, population, employment, hours, labor quality, capital services, labor productivity, and total factor productivity for countries.

UN Data. From the United Nations. Wide range of economic, social, cultural, and demographic indicators: population, environment, health, economics, technology, trade, refugees, and more.

UN Comtrade. Detailed trade data from 130 countries, detailed by commodity and partner country. 

UNCTADStat. Data on Foreign Direct Investment, remittances, merchandise trade, the information and creative economies, and maritime transport, and trade openness indicators.

UNIDO Statistics Data Portal. International data on industries and mining from the United Nations Industrial Development Organization. 

Universal Database of Russian Statistics. Statistical publications for Russian and the Commonwealth of Independent States (CIS), from 2003 to present.

World Bank Data Catalog. Catalog of  international economic, financial, and socio-economic data sets from the World Bank.  Includes World Development Indicators featuring time series from 1960 for for population, labor, education, economics, the environment and more.

World Competitiveness Online. Country profiles and quantitative competitiveness rankings on criteria related to domestic and international economics, government efficiency, talent and training, business efficiency, and infrastructure.. See also the online yearbook

World Development Indicators. Time series data from 1960 for 207 countries in the areas of population, labour, education, economics, the environment and much more.

World Inequality Database.  Measures of wealth, income, income inequality, and wealth inequality for countries around the world.  The site library includes data sets, working papers, articles and book chapters, and the World Inequality Report.

World Input-Output Database. Time series of world input-output tables and international supply and use tables for 27 EU countries and 13 other nations.

World Revenue Longitudinal Database. Compilation of government revenue data from the IMF's Government Finance Statistics, World Economic Outlook, and other sources.

Companies and Industries

Alliance for Audited Media.  Title-level statistics for newspapers, consumer magazines, business publications and farm publications back to 2013 in excel.

Amadeus.  European financial database containing information on approximately 20 million companies from 43 countries, including all the EU countries and Eastern Europe.

Business Dynamics Statistics. Created from the Longitudinal Business Database (LBD), a database available to researchers in the network of Census Research Data Centers. Data are longitudinal in nature and permit tracking of establishments and firms over time.

Business Monitor International (BMI). Data and analysis for a variety of industries. Coverage includes the U.S. and 50+ foreign countries.

CEIC Global. Database covering countries in Asia, Europe, and the Americas. Data items include: National Accounts, Industrial, Sales, Construction, Property, Demographic, Labor, Trade, Stock Markets, Banking, Inflation, Monetary, Forex, Investment, and more.

County Business Patterns. Sub-national economic data by industry, useful for studying the economic activity of small areas; analyzing economic changes over time. Also available from the National Historical Geographic Information System.

Dun and Bradstreet Historical Records. Point-in-time data from a collection of over 280 million private and public companies in the United States.  One file per year from 1969 through 2018 with the exception of 1981 and 1984. Variables include DUNS number, geographic codes (county, city, state, zip) sales, employees, and industry codes.  Please see:

Economic Census. Provides a detailed portrait of the United States' economy every five years about business establishment statistics: number of establishments, sales, receipts, revenue, payroll, and employees at the city, county, state and national levels. Alos see the Princeton University Guide to the Economic Census.

EMIS Professional.  Company analysis, industry research, economic reports, forecasts, market dailies, macroeconomic statistics, deals, and financial reports for emerging markets.

Euromonitor Passport.  Specializes on data and reports on consumer products and services, also includes data on industries and good data on economic conditions of cities.

Ibisworld. Useful database for industry-based research. Includes three sections for the United States, China, and global based industry reports.  Industry data is available in the United States by NAICS code.

Infogroup United States Historical Business DataGeocoded records of millions of US businesses with information on each entity, such as contact information, industry, revenues, employees, and other data annually from 1997-2018. Data files are compressed and software such as 7-Zip is required to unzip them. ​The following files for using the data can also be accessed from the link above.

  • Layout Files in Excel and PDF formats.
  • Business Data Compilation (PPT) – InfoGroup slidedeck reviewing data collection practices.
  • Assignment of SIC and NAICS codes (PDF)
  • InfoGroup NAICS to SIC conversion (Excel)

OECDiLibrary. Data on many topics from the Organization for Economic Cooperation and Development (OECD).  See especially the Industry section under OECDStat (Statistical Data).

Orbis/Mint Global. Contains information on over 200 million companies worldwide, both private and public.Includes companies' financial accounts, credit scores from a number of independent providers, directorships, ownership structures, and details of mergers and acquisitions activity.

SimplyAnalytics. Requires registration. Enables users to create professional quality maps and statistical reports using demographic, business and other data. 

S&P Net Advantage. Reports and data about companies and industries, including industry and company profiles, stock, bond, and mutual fund analysis, and economic forecasts. Use the screening tool to obtain company fundamentals by industry for US states and countries.

S&P Capital IQ. Available to currently enrolled UCB students, faculty, and staff. Create an individual login before using; does not require EZProxy.  Public and private company financials and filings, private company information and investment details, M&A, industry surveys, screening and charting.

Statista. Facts on media, business, politics, and other areas. Sources of information include market research reports, trade publications, scientific journals, and government sources. Data may be downloaded into spreadsheets and presentations. Includes industry reports.

UNIDO Statistics Data Portal.  International statistical data on industries and mining from the United Nations Industrial Development Organization. 

United Nations Industrial Commodity Production Statistics Dataset, 1950-2003. CD ROM Dataset of industrial commodity production statistics from 1950-2003, measured as production sold of each commodity within each country or territory.

Data Visualization Sources

Comtrade Data Visualizations.Data visualizations from a variety of sources using UN Comtrade international trade data.

Curated List of Data Visualization Tools. A variety of sources, some free some priced.

Data USA.  Ready to use data visualizations created from US Government Sources, in particular the American Community Survey.

PolicyMap. US demographic and socioeconomic data from the neighborhood census block to national levels: includes neighborhood conditions, real estate, income, jobs, education, crime, and health.

Social Explorer. Current and historical census data and other social science data (crime, religion, health and more). Lets users create maps and reports to illustrate, analyze demographic and social change.

Financial Data

Amadeus.  Pan-European financial database containing information on approximately 20 million companies from 43 countries. Up to 10 years of detailed information and consolidated statements provided when available.

Billion Prices Project. Publicly available retail price data from large outlets in several countries for limited years.

CEIC Global. Database of over 400,000 time series covering a growing list of countries in Asia, Europe, and the Americas. Data items include: National Accounts, Industrial, Sales, Construction-Property,  Domestic and Foreign Trade, Stocks, Banking, Inflation, Monetary, Forex, Investment, and more.

Factset.  Comprehensive platform used to analyze financial data from global equity and fixed income markets, and public and private companies. Requires registration, UCB Students Staff and Faculty only.

Global Financial Data. Long runs of historical data on U.S. stock prices and macroeconomic data for countries. Long-term Financial, Interest Rate, United States Daily Stock Market, Global Stock Market, and more.

IMF Annual Report on Exchange Agreements and Exchange Restrictions (AREAR) Database.  Tracks exchange and trade arrangements for all 186 IMF member countries, along with territories of member countries,

Infogroup United States Historical Business Data. Geo-coded records of millions of US businesses with basic information on each entity, such as contact information, industry, revenues, employees, and other data annually from 1997-2018. Data files are compressed and software such as 7-Zip is required to unzip the archives. ​The following files for using the data can also be accessed from the link above.

  • Layout Files in Excel and PDF formats.
  • Business Data Compilation (PPT) – InfoGroup slidedeck reviewing data collection practices.
  • Assignment of SIC and NAICS codes (PDF)
  • InfoGroup NAICS to SIC conversion (Excel)

International Financial Statistics. Financial, trade, and national accounts statistics by country. Historical data is back to 1948 and is reported in various time frequencies, including monthly and annual statistics.

Mergent Online. Source fot public company financials and SEC documents. Income statements, balance sheets, and cash flow statements. Includes historic Moody's Manuals which include corporate histories, financial statements, subsidiaries, long-term debt, etc.

Orbis/Mint Global. Contains information on over 200 million companies worldwide, both private and public. Includes companies' financial accounts, credit scores from a number of independent providers, directorships, ownership structures, and details of mergers and acquisitions activity.

S&P NetAdvantage. Reports and data about companies and industries, including industry and company profiles, stock, bond, and mutual fund analysis, and economic forecasts. Use the screening tool to obtain company fundamentals.

S&P Capital IQ. Available to currently enrolled UCB students, faculty, and staff. Create an individual login before using; does not require EZProxy.  Public and private company financials and filings, private company information and investment details, M&A, & industry surveys.

Pitchbook. Available to currently enrolled UCB students, faculty, and staff. Create an individual login before using.  Private equity and venture capital transactions and trends. 

Wharton Research Data Service (WRDS). Web-based business data service from The Wharton School at the University of Pennsylvania, providing access to financial, economic, and company data.  Current UCB Students Staff and Faculty only: after registering a password will be sent by email.

  • Bank Regulatory. Databases for regulated depository financial institutions with accounting data for bank holding companies, commercial banks, savings banks, and savings and loans institutions.
  • Boardex. Detailed information on membership of company boards, directors and senior managers in the United States, from 1999-present.
  • Bureau Van Dyck.  Global and European company fundamentals from the Orbis and Amadeus databases. Amadeus has company data for over 20 million public and private European firms for ten years. Orbis contains information on over 200 million public and private companies worldwide.
  • Compustat.  Fundamental data for companies trading on all major United States exchanges. Data date back to 1950.  Executive Compensation has data for officers of S&P 500 companies from 1992.
  • Compustat Global contains fundamental data for major companies on international exchanges back to 1987, as well as constituent lists for major overseas indexes - see  the Compustat Constituent Lists Global from Princeton University.  
  • CRSP. Comprehensive collection of security price, return, and volume data for the NYSE, AMEX and NASDAQ stock markets as well as Historical Indices and Mutual Funds.
  • Event Studies and Intraday Data - WRDS Intraday Database contains stock market indicators obtained from NYSE TAQ data. Use the "event study" data sets and special software (Eventus) to upload and analyze your own events.
  • FTSE/Russell. Includes closing positions for all constituents of the 21 U.S. Russell Indexes at month end back to December 1997. Returns, market values, sector and industry classifications, and security weights are included. 
  • I/B/E/S. Historical earnings estimate database containing analyst estimates for more than 20 forecast measures, covering both U.S. and international companies.
  • Institutional Shareholder Services (ISS)​. Data on corporate governance and variables related to individual board directors.
  • Mergent Fixed Income Securities Database. Issue details on over 140,000 corporate, corporate medium term note, supranational, U.S. Agency, and U.S. Treasury debt securities.
  • MSCI. Ratings and analysis of environmental, social and governance-related business practices to companies worldwide.  
  • Option Metrics. Historical options data before mergers and acquisitions; exploring relationships between option prices and daily stock returns, and investigating possible cases of insider trading.
  • TAQ. Contains intraday transactions data (trades and quotes) for securities listed on the New York Stock Exchange (NYSE), American Stock Exchange (AMEX), as well as Nasdaq National Market System (NMS).
  • Thomson Reuters. Includes mutual fund holdings, institutional holdings, insider filing data, and Dealscan. 
  • TRACE: OTC Corporate Bond and Agency Debt Bond Transaction Data, including securitised debt.
  • WRDS SEC Analytics Suite. Textual data for over 12 million aggregated SEC filings with text and html files for all 10-K, 10-Q,8-K, Proxy filings, etc, for  95,000+ covered entities

Selected Microdata Sources

American Economic Association (AEA) Data. Replication data and code from the AEA is deposited in the Open ICPSR repository and is free to use, registration required. Deposits include code and documentation needed for replication. Some data is restricted, in which case the code and documentation are deposited with instructions for qualified researchers to access the data.

Council of European Social Science Data Archives (CESSDA). Umbrella organization for social science data across Europe. 

Cross National Data Center, Luxembourg.  Includes the Luxembourg Income and Wealth Studies for many countries. Used to study the effects of economic and social policies on poverty, income inequality, employment, and other socio-economic outcome.

Demographic Health Surveys. From USAID. International microdata on fertility, family planning, maternal and child health, gender, HIV/AIDS, malaria, and nutrition. Data is also available on IPUMs.

Guide to Microdata Use.  Useful guide on sources and uses of microdata, from the University of Illinois at Urbana-Champaign.

Harvard Dataverse. Housed at the Institute for Quantitative Social Science (IQSS) at Harvard, this hosts the world's largest collection of social science data research.

Interuniversity Consortium for Political and Social Research (ICPSR). Consortium of institutions working to acquire and preserve social science data. Maintained at the University of Michigan, ICPSR receives, processes, and distributes data on social phenomena.

Integrated Public Use Microdata Series (IPUMS). From the Minnesota Population Center. Provides census and survey microdata from around the world integrated across time and space. Registration is required and is free. Includes the following:

  • IPUMS USA, U.S. census micro-data with enhanced documentation. Data includes decennialn censuses from 1790 to 2010 and American Community Surveys (ACS) from 2000 to the present. Now includes preliminary complete count data for several censuses up to 1940.
  • IPUMS CPS. Micro-data from the monthly U.S. labor force survey, the Current Population Survey (CPS), from 1962 to the present. Demographic and employment data as well as special topics such as fertility, tobacco use, volunteer activities, voter registration, computer and internet use, food security, etc.
  • IPUMS International.  Harmonized International Census Microdata from countries around the world provided to IPUMS from National Statistical Offices.

Living Standards Measurement Surveys. From the World Bank. Data on multiple indicators of household well-being, useful for assessing household behavior and evaluating the effect of government policies on living conditions.

National Longitudinal Surveys.  Set of surveys designed to gather information at multiple points in time on the labor market activities and other significant life events of several groups of people. Public use files can be analyzed online using the NLS Investigator.

Odum Archive Dataverse. Repository for Louis Harris public opinion data and Roper Center nonproprietary poll data.

Panel Study of Income Dynamics.  Longest running longitudinal household survey in the world, from University of Michigan with data on employment, income, wealth, expenditures, health, marriage, childbearing, child development, and other topics.

Princeton University Data & Statistical Services Gateway. Guide to microdata by subject and by country.  Some of the sources listed are restricted to Princeton University but many are also freely available or also licensed by UC Berkeley.  

The UK Data Archive. Houses data sets of interest to researchers from many different disciplines.  To use the services users must register online which only need be done once. Once registered, users can order data online or for popular datasets access them online using NESSTAR.

World Bank Central Microdata Catalog. Includes World Bank impact evaluation surveys, living standards measurment surveys, development research micro-data, and more. The World Bank also provides guides on types of microdata useful for policy analysis and interventions.