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This document is a comprehensive guide to using the Quandl API to access our economic data. The mechanism for accessing economic data via the Quandl API is no diferent from the mechanism for accessing all data on Quandl. The purpose of this help page is mainly to explain the specific publishers and nomenclature for economic data.
Quandl is the easiest way to find and download current and historical economic data. Quandl provides a free, unlimited and unrestricted API for global economic data, including macroeconomic, demographic and social statistics.
Quandl also offers premium economic databases from specialist data vendors, guaranteed to be accurate, comprehensive and up-to-date, via the same API. Data publishers include regional and multinational organizations, central banks, government statistical departments, research agencies and think tanks.
Indicators cover growth, inflation, employment, domestic and internationsl trade, industry, agriculture, services, capital markets, government finances, aid, education, gender, health, poverty, disease, mortality, population, and stata non est option trading much more. All of these datasets are accessible via a single uniform API, documented on this page.
International and regional statistical organizations often collect data for the same indicator across multiple countries, suitably harmonized and synchronized.
For such economic indicators that exist across countries, the Quandl code generally follows one stata non est option trading these two formats: The country code and the indicator code are separated by an underscore. Here is a list stata non est option trading all ISO 3-letter country codes.
Central banks and government agencies typically publish single-country economic statistics, hence the above nomenclature pattern does not apply to them. For quick learners, here is an example of a Quandl API call for economic data: Many more transformations and manipulations of the data are available; see our full API reference for more details. Quandl covers data from over different publishers, many of whom provide economic statistics.
For economic data, these publishers generally fall into 6 categories: Individual economic data publishers are described in detail below. Note that most international and regional organizations do not collect or measure primary economic data themselves; they merely collate data that was originally published by central banks and single-country statistical agencies.
This leads to certain limitations that are explained at the end of this guide. The World Bank has one of the most comprehensive and best-documented collections of international economic and statistical data. The International Monetary Fund publishes several different databases, covering global economic and financial statistcs.
However, not all of theses databases are freely available. For a list of all available indicators, please refer to the IMF documentation page. Quandl has data from a number of other international and regional organizations, listed below. Data on farming, fisheries, livestock, agricultural infrastructure, hunger, environment and sustainability. Data on employment, wages, households and companies, sliced by age, gender, education, location.
Social and economic statistics for member nations of the European Union. Social, financial and economic statistics for developing countries in Asia. Comprehensive economic and social statistics for developed nations. In addition to cross-country statistics published by multi-national organizations, most countries in the world collect and publish their own domestic data. Single-country data is usually published by central banks and by national statistical agencies. Quandl has a number of both.
Here are some of the central bank databases available on Quandl: Here are some of the national statistical agency databases available on Quandl: The United States government in particular publishes an enormous quantity of data via the Federal Reserve system and via various government agencies: A number of think tanks and research agencies publish specialized cross-country and multi-national statistics.
Some of the best stata non est option trading are: Free data from international organizations suffers from a few limitations. This almost always introduces transcription and translation errors. The very best aggregators e. UNSD have robust processes in place to minimze these errors, nonetheless many mistakes do persist.
Second, data obtained from international organizations stata non est option trading limited or no transparency to the original publisher. This makes it difficult to confirm numbers as well as methodology. Complete transparency is the best way to avoid data-pipeline errors, but this option is not always available. Third, multinational aggregators collect and publish data annually at best.
This is true even when their respective primary sources publish data monthly or quarterly. As a result, stata non est option trading aggregated data is often outdated or stale. This may be too late for many time-sensitive or predictive applications. Fifth, the stata non est option trading of documentation for public data sources varies hugely. Some publishers provide excellent documentation; many others do not. In order to avoid the limitations detailed above, we now provide a professional grade economic database to our users.
The datasets in this premium economic database are collected directly from their primary publishers, with complete transparency to source. The data is as granular as possible, with monthly observations in most cases, and quarterly when monthly is not available. The data is updated immediately after the publisher updates, based on a pre-defined economic calendar. The data is comprehensive, perfectly organized and documented, and goes stata non est option trading decades.
The indicators include GDP, population, inlation, unemployment, government budget, and many other macroeconomic indicators. Your email address will not be published.
Quandl offers a simple API for stock market data downloads. Our daily data feeds deliver end-of-day prices, historical stock fundamental data, harmonized fundamentals, financial ratios, indexes, options and volatility, earnings estimates, analyst ratings, investor sentiment and more. This post describes how our stock market data is organized, and explains how to access it. Tables Quandl's data products come in many forms and contain various objects, including time-series and tables.
Our free data can be accessed US Earnings Data Quandl is the largest, most comprehensive, most accurate source of Zacks earnings data on the internet. Data coverage includes consensus earnings estimates, actual earnings, earnings estimates trends and earnings surprises stata non est option trading thousands of North American companies. Investors assess a company's stock performance based on its estimated future earnings. A company's earnings forecasts are based on analysts' expectation of its future growth and profitability.
Earnings estimates are usually reported as a "consensus estimate", which is the average of all estimates made by analysts who follow the company's finances. The most important factor in influencing stata non est option trading stock's value in Users of the Quandl API may be affected by these changes.
New API Limits Registered users are now limited to one API request at a time, with additional requests being throttled until the first request has been returned. These changes will not impact subscribers of premium databases on Quandl.
API for Economic Data. To start using the Quandl API: Sign up for a free API key Find the data you need: Basic Economic Stata non est option trading API Usage International and regional statistical organizations often collect data for the same indicator across multiple countries, suitably harmonized and synchronized. Data Publishers Quandl covers data from over different publishers, many of whom provide economic statistics.
Quandl has data from about 30 different central banks. These are specialist economic data providers who provide high-quality harmonized cross-country data for a fee. International Organizations World Bank The World Bank has one of the most comprehensive and best-documented collections of international economic and statistical data. More Global Data Quandl has data from a number of other international and regional organizations, listed below.
Research Agencies A number of think tanks and research agencies publish specialized cross-country and multi-national statistics. Premium Data In order to avoid the limitations detailed above, we now provide a professional grade economic database to our users. Leave a Reply Cancel reply Your email address will not be published. May 10, at Food stata non est option trading Agriculture Organization. Comprehensive international trade statistics.
Data on telecommunications and technology. Data on health, disease, mortality and healthcare systems. Organization for Economic Cooperation and Development. Huge collection of US and international economic data. Includes excellent foreign exchange data collection.
German stata non est option trading European time-series economic data. Stata non est option trading and global data including commodites. Banking activities of French banks with non-residents. Brazilian Institute of Geography and Statistics. National Institute of Statistics France. Australian Bureau of Statistics.