Data sources
This page contains a partial recollection of sources for economic data in various forms. All of them are open-access and many offers interaction through APIs.
US micro-macro data: in-house database blending micro and macro data on the US economy, produced by the scripts presented in this other section (repo link here for full code and updates)
IMF data: one of the most comprehensive data set is the World Economic Outlook database, which provides time series on a wide number of countries for macro aggregates.
EUKLEMS: it is a project that provides industry-level time series data for developed countries in a consistent accounting framework.
Fred: the Federal Reserve Bank of St. Louis provides data about a wide range of variables of the US economy, such as GDP, interest rates, financial indicators and monetary aggregates. It is accessible via a handy API as well.
OECD: data from the Organization for Economic Cooperation and Development.
World Bank WDI: the World Development Indicators, big excel file accessible via API as well.
Penn World Table: Real national accounts converted in dollars to provide unified framework and comparability.
Groningen Data: The GGDC 10-Sector Database provides a long-run internationally comparable dataset on sectoral productivity performance in Africa, Asia, and Latin America.
Policy Uncertainty: the Economic Policy Uncertanty index for developed countries, for US it provides also components of the series, which is both news- and data-based. Authored and maintained by Baker, Bloom and Davis.
Bank of Italy's HH financial survey: it provides data on italian households balance sheets, with great deal of details.
Real-time data: the Philadelphia Fed provides real-time data for a number of policy-relevant variables, good for estimations of policy rules in the US economy.
BIS: the Bank of International Settlements provides financial data on a set of countries, along a wide range of dimensions.
BLS: a trove of data on the US economy, also providing granular breakdowns at occupational and frequency levels
FRED-MD & FRED-QD: two massive datasets on a variety of US macroeconomy data, at monthly (MD) and quarterly (QD) frequencies, maintained directly by the St. Louis branch of the Federal Reserve Bank.
Various open data sources: a list of non-economic data from rOpenSci blog that could be use to complement empirical economic work
Open data from the city of Paris, France
Open data from the city of Barcelona, Spain
Besides these very useful and free datasets, there exists a number of database gathering observations at a very granular level. Usually administrative data are free but require a certain amount of paperwork because of the confidentiality issues that might arise; on the other hand there are private companies whose core business is gathering and selling data for a variety of purposes, like Bloomberg, Factset, Bureau van Dijk, Compustat, and so on. If you are lucky enough, your institution has a subscription to those companies and you can get to use their data. If you are really lucky, your institution has a subscription for Wharton Research Data Service, which basically gives access (and bulk download) to all such gated databases.