Data Analysis

Financial data analysis based on Quandl

About Quandl

Quandl is a big data platform for the financial investment industry. Its data sources include public data such as the United Nations, the World Bank, and the Central Bank. The core financial data comes from CLS Group, Zacks and ICE. All data comes from more than 500 publishers. It is the preferred platform for investment professionals to provide financial, economic and alternative data with vast economic and financial data.

Quandl Data Index

Introduction to CovenantSQL

First, we have stored the data in CovenantSQL based on Quandl's open API. Next, you should take a look at the introduction of CovenantSQL to know how to connect and use CovenantSQL.

Now due to client compatibility issues, please use our HTTP service to query the Quandl database directly. This document will be updated as soon as possible after the current cql client is compatible.

Use CovenantSQL specifically through the HTTP service. Please refer to the Python driver documentation and the NodeJS driver documentation.

Required parameters:

host: 'e.morenodes.com'
port: 11111
database: '057e55460f501ad071383c95f691293f2f0a7895988e22593669ceeb52a6452a'

How to use CQL-Quandl

Quandl data is divided into tables and sub-tables

In the database, the table name is quandl_ + database_code for the full table name

View the contents of the table by querying the table name

For specific use, you need to use the quandl_updateindex index table to use it. (When querying the index table, be sure to limit less than 100,000 because the full data is too large)

Please using the where statement to qualify the quandlcode field to query the sub table data in the table.

Example

1. We want to query the data of the European Commission's annual macroeconomic database. We find the database code of its first index is quandl_ameco, so we can query its second index, using the following SQL command line:

   select * from quandl_updateindex where databasecode like 'ameco' group by quandlcode limit 10000;
   

2. Then through the third column, we can see the description corresponding to the quandlcode

   For example, AMECO/ALB_1_0_0_0_AAGE corresponds to the import and export information of Albania from 1960 to 1988.

   Average share of imports and exports of goods in world trade excluding intra EU trade; Foreign trade statistics (1960-1998 Former EU-15) - Albania

   So, we can query this subtable in the following way.

   select * from quandl_ameco where quandlcode like 'AMECO/ALB_1_0_0_0_AAGE' limit 10000;
   

3. Note: If the content of the content is null, it belongs to the field that does not exist in the table structure itself, you can remove it yourself.

Quandl Data Excel Plugin Instructions

You can download the Quandl Data Excel plugin without having to install it, unzip it into any folder. This plugin currently only supports Office 2010 and above, and Office 2007 and below are currently not supported.

Configuring the Excel plugin

Unzip the downloaded package. There are two .xll files in the folder, ClassLibrary7-AddIn.xll and ClassLibrary7-AddIn64.xll files. These two files correspond to 32-bit Excel and 64-bit Excel respectively. Please refer to your The computer configuration uses the corresponding plugin.

Modify the xml configuration

Each .xll file corresponds to a .config configuration file, which is ClassLibrary7-AddIn.xll.config and ClassLibrary7-AddIn64.xll.config, configured for the following xml:

<?xml version="1.0" encoding="utf-8"?>
<configuration>
  <appSettings>
    <add key="certpath" value="C:\Cert\read.data.covenantsql.io.pfx" />
    <add key="keypassword" value="" />
    <add key="url" value="https://e.morenodes.com:11111/v1/query" />
    <add key="database" value="057e55460f501ad071383c95f691293f2f0a7895988e22593669ceeb52a6452a" />
  </appSettings>
</configuration>

The following configuration needs to be modified and saved:

Certpath: Please fill in the absolute path of the read.data.covenantsql.io.pfx certificate

Plugin installation

There are two ways to use this Excel plugin

1. Double-click the corresponding 32-bit or 64-bit Excel xll file to open it.

If the above dialog box shows up, select the first one: Enable this add-on only for this callback. Then create a new Excel table. If you see CovenantSQL in the upper tab of Excel, the plugin is loaded successfully.

2. Open Excel, then select File - Options - Add-ons, Manage Select Excel Add-Ins, click Go and browse to select the .xll file for the corresponding version after decompression, and then click OK. If you successfully load CovenantSQL in the tab, Successfully loaded, as shown below:

How to use plugin

Select the CovenantSQL tab to see the Quandl data query. Click on the Quandl data query and a pop-up will appear as shown below:

• The part of the list that is framed by red is the first-level directory, and the lower part is the specific description of the selected item.

• The green button queries the se condary directory by selecting the primary directory. The query time will vary depending on the size of the secondary directory being queried and the user's own network speed. The query time may exceed 1 minute. Please be patient.

• The list on the left of the yellow part is the secondary directory, and the form on the right is the description of the table selected by the list item.

• The blue part is an option to export data

  • Limit Number is the maximum number of data exported at a time. The default is 10000, and the maximum value can be filled in 100000.
  • Offset Number is derived from the first few columns of the database, because the number of bars is limited. For example, we exported 10000 data before, but the obvious data has not been exported yet. We can use this function to select offset 10000 to start from the 10000th. Export (Note: the database count starts from 0, so the first 10000 is 0-9999)

Attachment

Database	Name	description
PIKETTY	Thomas Piketty	Data on Income and Wealth from "Capital in the 21st Century", Harvard University Press 2014.
BUNDESBANK	Deutsche Bundesbank Data Repository	Data on the German economy, money and capital markets, public finances, banking, households, Euro-area aggregates, trade and external debt.
URC	Unicorn Research Corporation	Advance and decline data for the NYSE, AMEX, and NASDAQ stock exchanges. From various publicly-available sources and the median value is reported.
DCE	Dalian Commodities Exchange	Agriculture and commodities futures from DCE, with history spanning almost a decade for select futures.
WFC	Wells Fargo Home Mortgage Loans	This database offers mortgage purchase and refinance rates from Wells Fargo Home Mortgage, a division of Wells Fargo Bank.
USDAFNS	U.S. Department of Agriculture FNS	Food and Nutrition Service administrates federal nutrition assistance programs for low-income households and children. Data on costs and participation rates.
LJUBSE	Ljubljana Stock Exchange (Slovenia)	This database contains the Ljubljana Stock Exchange indexes and is based in Ljubljana, Slovenia.
TOCOM	Tokyo Commodities Exchange	Agriculture and commodities futures from Tokyo Commodities Exchange (TOCOM), with history spanning almost a decade for select futures.
WCSC	World Bank Corporate Scorecard	This database is designed to provide a strategic overview of the World Bank Group’s performance toward ending extreme poverty and promoting shared prosperity.
CMHC	Canadian Mortgage and Housing Corporation	The CMHC is a gov’t-owned corporation that provides affordable housing to Canadian citizens and collects data such as prices, construction, and supply.
WGEC	World Bank Global Economic Monitor (GEM) Commodities	Data containing commodity prices and indices from 1960 to present.
FED	US Federal Reserve Data Releases	Official US figures on money supply, interest rates, mortgages, government finances, bank assets and debt, exchange rates, industrial production.
WPSD	World Bank Public Sector Debt	Data jointly developed by the World Bank and the International Monetary Fund, which brings together detailed public sector government debt data.
UGID	United Nations Global Indicators	This database offers a wide range of global indicators, covering population, public health, employment, trade, education, inflation and external debt.
RBA	Reserve Bank of Australia	Central bank and monetary authority, regulates banking industry, sets interest rates, and services governments debt. Data on key economic indicators.
UCOM	United Nations Commodity Trade	This database offers comprehensive global data on imports and exports of commodities such as food, live animals, pharmaceuticals, metals, fuels and machinery.
SIDC	Solar Influences Data Analysis Center	The SIDC hosts data spanning from the 1700s on solar activity, specifically sunspot activity.
ZCE	Zhengzhou Commodities Exchange	Agriculture and commodities futures from ZCE, with history spanning almost a decade for select futures.
USDAFAS	U.S. Department of Agriculture FAS	The USDA Foreign Agricultural Service connects U.S. agriculture with the world markets. It provides statistics on production and exports in foreign countries.
OECD	Organisation for Economic Co-operation and Development	International organization of developed countries that promotes economic welfare. Collects data from members and others to make policy recommendations.
OPEC	Organization of the Petroleum Exporting Countries	International organization and economic cartel overseeing policies of oil-producers, such as Iraq, Iran, Saudi Arabia, and Venezuela. Data on oil prices.
MCX	Multi Commodity Exchange India	Indias largest commodity exchange servicing futures trading in metals, energy, and agriculture. Worlds 3rd largest exchange in contracts and trading volume.
ECONOMIST	The Economist - Big Mac Index	The Big Mac index was invented by The Economist in 1986 as a lighthearted guide to whether currencies are at their “correct” level. It is based on the theory of purchasing-power parity (PPP).
NSDL	National Securities Depository Limited (India)	Depository in India responsible for economic development of the country that has established a national infrastructure of international standards that handles most of the securities held and settled in dematerialised form in the Indian capital market.
GDT	Global Dairy Trade	nan
CFFEX	China Financial Futures Exchange	Index and bond futures from CFFEX, with history spanning almost a decade for select futures.
CITYPOP	Thomas Brinkhoff: City Populations	Thomas Brinkhoff provides population data for cities and administrative areas in most countries.
BCHARTS	Bitcoin Charts Exchange Rate Data	Exchange rates for bitcoin against a large number of currencies, from all major bitcoin exchanges, including current and historical exchange rates.
LOCALBTC	Local Bitcoins	nan
JODI	JODI Oil World Database	JODI oil and gas data comes from over 100 countries consisting of multiple energy products and flows in various methods of measurement.
UENG	United Nations Energy Statistics	This database offers comprehensive global statistics on production, trade, conversion, and final consumption of new and renewable energy sources.
ULMI	United Nations Labour Market Indicators	This database offers comprehensive youth unemployment figures broken up by gender for all countries in the world.
MAURITIUSSE	Stock Exchange of Mauritius	Stock Exchange of Mauritius indices data.
UKRSE	Ukrainian Exchange	UKRSE presents the most current available data related to the largest stock exchanges in Ukraine. The exchange is located in Kiev and accounts for roughly three-quarters of Ukraines total equity trading volume
BITSTAMP	Bitstamp	Bitstamp is a trading platform for Bitcoin.
UNAE	United Nations National Accounts Estimates	This database offers global data on gross domestic product, gross national income, and gross value added by different sectors for all countries in the world.
UNAC	United Nations National Accounts Official Country Data	This database offers global data on national accounts, such as assets and liabilities of households, corporations and governments.
UTOR	United Nations World Tourism	This database offers comprehensive data on international tourism. Data includes number of tourist arrivals and tourism expenditures for all countries.
WFE	World Federation of Exchanges	A trade association of sixty publicly regulated stock, futures, and options exchanges that publishes data for its exchanges, like market capitalization.
FRBC	Federal Reserve Bank of Cleveland	The Federal Reserve Bank of Cleveland collects data from hundreds of financial institutions, including depository institutions, bank holding companies, and other entities that is used to assess financial institution conditions and also to glean insights into how the economy and financial system are doing.
UGEN	United Nations Gender Information	This database offers comprehensive global data on a wide range of gender-related indicators, covering demography, health, education and employment.
BITFINEX	Bitfinex	Bitfinex is a trading platform for Bitcoin, Litecoin and Darkcoin with many advanced features including margin trading, exchange and peer to peer margin funding.
UGHG	United Nations Greenhouse Gas Inventory	This database offers comprehensive global data on anthropogenic emissions of the six principal greenhouse gases. Data goes back to 1990.
UIST	United Nations Industrial Development Organization	This database offers global data on industrial development indicators, including output, employees, wages, value added for a wide range of industries.
PRAGUESE	Prague Stock Exchange	Price index data from the Prague Stock Exchange.
PFTS	PFTS Stock Exchange (Ukraine)	Index data from the PFTS Stock Exchange, the largest marketplace in Ukraine.
WARSAWSE	Warsaw Stock Exchange	WIG20 index has been calculated since April 16, 1994 based on the value of portfolio with shares in 20 major and most liquid companies in the WSE Main List.
TUNISSE	Tunis Stock Exchange	The main reference index of Tunis Stock Exchange.
FRKC	Federal Reserve Bank of Kansas City	FRKC is the regional central bank for the 10th District of the Federal Reserve, publishing data on banking in mostly agricultural transactions.
UENV	United Nations Environment Statistics	This database offers global data on water and waste related indicators, including fresh water supply and precipitation, and generation and collection of waste.
UFAO	United Nations Food and Agriculture	This database offers global food and agricultural data, covering crop production, fertilizer consumption, use of land for agriculture, and livestock.
TAIFEX	Taiwan Futures Exchange	Index and bond futures from TAIFEX, with history spanning over a decade for select futures.
GDAX	GDAX (Global Digital Asset Exchange)	GDAX is the world’s most popular place to buy and sell bitcoin.
ARES	Association for Real Estate Securitization	ARES protects investors, contributes to development of the real estate securitization product market, and facilitates expansion of the real estate investment market.
SHADOWS	Wu-Xia Shadow Federal Funds Rate	This dataset contains the three major indicators from the Wu-Xia papers which serve to identify the shadow rates on all three major banks.
NAAIM	NAAIM Exposure Index	The NAAIM Exposure Index represents the average exposure to US Equity markets reported by NAAIM members.
CBRT	Central Bank of the Republic of Turkey	CBRT is responsible for taking measures to sustain the stability of the financial system in Turkey.
CEGH	Central European Gas Hub	No description for this database yet.
FINRA	Financial Industry Regulatory Authority	Financial Industry Regulatory Authority provides short interest data on securities firms and exchange markets.
NASDAQOMX	NASDAQ OMX Global Index Data	Over 35,000 global indexes published by NASDAQ OMX including Global Equity, Fixed Income, Dividend, Green, Nordic, Sharia and more. Daily data.
EURONEXT	Euronext Stock Exchange	Historical stock data from Euronext, the largest European exchange.
UICT	United Nations Information and Communication Technology	This database offers comprehensive global data on information and communication technology, including telephone, cellular and internet usage for all countries.
USAID	U.S. Agency for International Development	US Agency for International Development provides a complete historical record of all foreign assistance provided by the United States to the rest of the world.
ZAGREBSE	Zagreb Stock Exchange	Croatias only stock exchange. It publishes data on the performance of its stock and bond indexes.
QUITOSE	Quito Stock Exchange (Ecuador)	The indexes of the national Stock Exchange of Ecuador.
ECBCS	European Commission Business and Consumer Surveys	Data in this database is derived from harmonized surveys for different sectors of the economies in the European Union (EU) and in the EU applicant countries.
PSE	Paris School of Economics	This database describes the distribution of top incomes in a growing number of countries. Numbers are derived using tax data.
MALTASE	Malta Stock Exchange	The Malta Stock Exchange carries out the role of providing a structure for admission of financial instruments to its recognised lists which may subsequently be traded on a regulated, transparent and orderly market place (secondary market).The main participants in the market are Issuers, Stock Exchange Members (stockbrokers), and the investors in general.
GPP	Global Petroleum Prices	No description for this database yet.
PPE	Polish Power Exchange (TGE)	No description for this database yet.
UKONS	United Kingdom Office of National Statistics	Data on employment, investment, housing, household expenditure, national accounts, and many other socioeconomic indicators in the United Kingdom.
NCDEX	National Commodity & Derivatives Exchange Limited (India)	A professionally managed on-line multi-commodity exchange in India
WSE	Warsaw Stock Exchange (GPW)	No description for this database yet.
TFX	Tokyo Financial Exchange	The Tokyo Financial Exchange is a futures exchange that primary deals in financial instruments markets that handle securities and market derivatives.
WGFD	World Bank Global Financial Development	Data on financial system characteristics, including measures of size, use, access to, efficiency, and stability of financial institutions and markets.
CEPEA	Center for Applied Studies on Applied Economics (Brazil)	CEPEA is an economic research center at the University of Sao Paulo focusing on agribusiness issues, publishing price indices for commodities in Brazil.
SBJ	Statistics Bureau of Japan	A Japanese government statistical agency that provides statistics related to employment and the labour force.
WGEM	World Bank Global Economic Monitor	Data on global economic developments, with coverage of high-income, as well as developing countries.
WGDF	World Bank Global Development Finance	Data on financial system characteristics, including measures of size, use, access to, efficiency, and stability of financial institutions and markets.
WWDI	World Bank World Development Indicators	Most current and accurate development indicators, compiled from officially-recognized international sources.
WESV	World Bank Enterprise Surveys	Company-level private sector data, covering business topics including finance, corruption, infrastructure, crime, competition, and performance measures.
WDBU	World Bank Doing Business	Data on business regulations and their enforcement for member countries and selected cities at the subnational and regional level.
OSE	Osaka Securities Exchange	The second largest securities exchange in Japan. Unlike the TSE, OSE is strongest in derivatives trading, the majority of futures and options in Japan.
RFSS	Russian Federation Statistics Service	The Russian governmental statistical agency that publishes social, economic, and demographic statistics for Russia at the national and local levels.
SHFE	Shanghai Futures Exchange	Commodities exchange for energy, metal, and chemical-related industrial products. A derivatives marketplace for many commodities futures.
WGEP	World Bank GEP Economic Prospects	Data on the short-, medium, and long-term outlook for the global economy and the implications for developing countries and poverty reduction.
USMISERY	United States Misery Index	Developed by economist Arthur Okun, the Misery Index is the unemployment rate added to the inflation rate.
WJKP	World Bank Jobs for Knowledge Platform	Indicators on labor-related topics.
WMDG	World Bank Millennium Development Goals	Data drawn from the World Development Indicators, reorganized according to the goals and targets of the Millennium Development Goals (MDGs).
WPOV	World Bank Poverty Statistics	Indicators on poverty headcount ratio, poverty gap, and number of poor at both international and national poverty lines.
EUREKA	Eurekahedge	A research company focused on hedge funds and other alternative investment funds. It publishes data on the performances of hedge funds.
MOFJ	Ministry of Finance Japan	Japanese government bond interest rate data, published daily by the Ministry of Finance.
PSX	Pakistan Stock Exchange	Daily closing stock prices from the Pakistan Stock Exchange.
SGX	Singapore Exchange	Asian securities and derivatives exchange that trades in equities for many large Singaporean and other Asian companies. Listed on its own exchange.
UIFS	United Nations International Financial Statistics	This database offers comprehensive data on international financial indicators, such as average earnings, bond yields, government revenues and expenditures.
UINC	United Nations Industrial Commodities	This database offers global data on production of industrial commodities, such as ores and minerals, food products, transportable goods, and metal products.
INSEE	National Institute of Statistics and Economic Studies (France)	INSEE is the national statistical agency of France. It collects data on Frances economy and society, such as socioeconomic indicators and national accounts.
SNB	Swiss National Bank	Central bank responsible for monetary policy and currency. Data on international accounts, interest rates, money supply, and other macroeconomic indicators.
ODE	Osaka Dojima Commodity Exchange	A non-profit commodity exchange in the Kansai region of Japan that trades in seven key agricultural commodities.
WGEN	World Bank Gender Statistics	Data describing gender differences in earnings, types of jobs, sectors of work, farmer productivity, and entrepreneurs’ firm sizes and profits.
WHNP	World Bank Health Nutrition and Population Statistics	Key health, nutrition and population statistics.
WIDA	World Bank International Development Association	Data on progress on aggregate outcomes for IDA (International Development Association) countries for selected indicators.
ECMCI	European Commission Monetary Conditions Index	Updated monthly, this database provides monetary conditions index values in the Euro zone. History goes back to 1999.
NBSC	National Bureau of Statistics of China	Statistics of China relating to finance, industry, trade, agriculture, real estate, and transportation.
MAS	Monetary Authority of Singapore	No description for this database yet.
MGEX	Minneapolis Grain Exchange	A marketplace of futures and options contracts for regional commodities that facilitates trade of agricultural indexes.
WWGI	World Bank Worldwide Governance Indicators	Data on aggregate and individual governance indicators for six dimensions of governance.
ISM	Institute for Supply Management	ISM promotes supply-chain management practices and publishes data on production and supply chains, new orders, inventories, and capital expenditures.
UKR	Ukrainian Exchange	No description for this database yet.
FRBNY	Federal Reserve Bank of New York	The FRBNY is the largest regional central bank in the US. Sets monetary policy for New York, most of Connecticut and New Jersey, and some territories.
FRBP	Federal Reserve Bank of Philadelphia	The FRBP is a regional central bank for the Federal Reserve. It publishes data on business confidence indexes, GDP, consumption, and other economic indicators.
FMSTREAS	US Treasury - Financial Management Service	The monthly receipts/outlays and deficit/surplus of the United States of America.
EIA	U.S. Energy Information Administration Data	US national and state data on production, consumption and other indicators on all major energy products, such as electricity, coal, natural gas and petroleum.
SOCSEC	Social Security Administration	Provides data on the US social security program, particularly demographics of beneficiaries; disabled, elderly, and survivors.
TFGRAIN	Top Flight Grain Co-operative	Cash price of corn and soybeans including basis to front month futures contract.
IRPR	Puerto Rico Institute of Statistics	Puerto Rico Institute of Statistics statistics on manufacturing.
BCHAIN	Blockchain	Blockchain is a website that publishes data related to Bitcoin, updated daily.
BITCOINWATCH	Bitcoin Watch	Bitcoin mining statistics.
ODA	IMF Cross Country Macroeconomic Statistics	IMF primary commodity prices and world economic outlook data, published by Open Data for Africa. Excellent cross-country macroeconomic data.
WADI	World Bank Africa Development Indicators	A collection of development indicators on Africa, including national, regional and global estimates.
WEDU	World Bank Education Statistics	Internationally comparable indicators on education access, progression, completion, literacy, teachers, population, and expenditures.
WGLF	World Bank Global Findex (Global Financial Inclusion database)	Indicators of financial inclusion measures on how people save, borrow, make payments and manage risk.
WWID	World Wealth and Income Database	The World Wealth and Income Database aims to provide open and convenient access to the most extensive available database on the historical evolution of the world distribution of income and wealth, both within countries and between countries.
BTER	BTER	Historical exchange rate data for crypto currencies.
CFTC	Commodity Futures Trading Commission Reports	Weekly Commitment of Traders and Concentration Ratios. Reports for futures positions, as well as futures plus options positions. New and legacy formats.
BOE	Bank of England Official Statistics	Current and historical exchange rates, interest rates on secured loans and time deposits, Euro-commercial paper rates, and yields on government securities.
EXMPL	Quandl Example Time-Series Data	An example time series database.
WORLDAL	Aluminium Prices	World Aluminium capacity and production in thousand metric tonnes.
WGC	Gold Prices	The World Gold Council is a market development organization for the gold industry. It publishes data on gold prices in different currencies.
MX	Canadian Futures	Montreal Exchange is a derivatives exchange that trades in futures contracts and options for equities, indices, currencies, ETFs, energy, and interest rates.
UMICH	Consumer Sentiment	The University of Michigan’s consumer survey - data points for the most recent 6 months are unofficial; they are sourced from articles in the Wall Street Journal.
JOHNMATT	Rare Metals	Current and historical data on platinum group metals such as prices, supply, and demand.
NAHB	US Housing Indices	Housing and economic indices for the United States.
RATEINF	Inflation Rates	Inflation Rates and the Consumer Price Index CPI for Argentina, Australia, Canada, Germany, Euro area, France, Italy, Japan, New Zealand and more.
RENCAP	IPOs	Data on the IPO market in the United States.
ML	Corporate Bond Yield Rates	Merrill Lynch, a major U.S. bank, publishes data on yield rates for corporate bonds in different regions.
MULTPL	S&P 500 Ratios	No description for this database yet.
RICI	Commodity Indices	Composite, USD based, total return index, representing the value of a basket of commodities consumed in the global economy.
AAII	Investor Sentiment	American Association of Individual Investor’s sentiment data.
BIS	Bank for International Settlements	BIS serves central banks with administration of monetary and financial stability, fosters international cooperation, and acts as bank for central banks.
BCB	Central Bank of Brazil Statistical Database	Brazilian macroeconomic data, covering public finances, national accounts, payment systems, inflation, exchange rates, trade, and international reserves.
BCRA	Central Bank of Argentina	The Central Bank of Argentina is responsible monetary policy and provides data on foreign exchange markets and key macroeconomic indicators.
FSE	Frankfurt Stock Exchange	Daily stock prices from the Frankfurt Stock Exchange
BLSN	BLS International	Import and export price statistics for various countries, published by the Bureau of Labor Statistics.
BLSP	BLS Productivity	US manufacturing, labor and business statistics, published by the Bureau of Labor Statistics.
FDIC	Federal Deposit Insurance Corporation	The FDIC is a federal insurer of bank deposits up to $250k and collects finance data on commercial banking and savings institutions.
BLSI	BLS Inflation & Prices	US national and state-level inflation data, published by the Bureau of Labor Statistics.
BLSE	BLS Employment & Unemployment	US national and state-level employment and unemployment statistics, published by the Bureau of Labor Statistics.
BLSB	BLS Pay & Benefits	US work stoppage statistics, published by the Bureau of Labor Statistics.
BP	Energy Production and Consumption	BP is a large energy producer and distributor. It provides data on energy production and consumption in individual countries and larger subregions.
LPPM	Platinum & Palladium Prices	Price data on the market-clearing level for Palladium and Platinum around the world.
CASS	Freight Indices	Since 1990, CASS provides monthly Cass Freight Index Reports on freight trends as they relate to other economic and supply chain indicators.
MORTGAGEX	ARM Indices	Historical housing data on ARM indexes.
BUCHARESTSE	Bucharest Stock Exchange	The Bucharest Stock Exchange publishes data on it activity in equity, rights, bonds, fund units, structured products, and futures contracts.
AMECO	European Commission Annual Macro-Economic Database	Annual macro-economic database of the European Commissions Directorate General for Economic and Financial Affairs (DG ECFIN).
ACC	American Chemistry Council	Chemical Activity Barometer (CAB) published by the American Chemistry Council (ACC). The CAB is an economic indicator that helps anticipate peaks and troughs in the overall US economy and highlights potential trends in other industries in the US.
ABMI	Asia Bond Market Initiative	Indicators of Chinese and Japanese bond markets, such as size and composition, market liquidity, yield returns, and volatility.
BITAL	Borsa Italiana	This database provides data on stock future contracts from the Borsa Italiana, now part of London Stock Exchange Group.
BANKRUSSIA	Bank of Russia	Primary indicators from the Bank of Russia, including data on the banking sector, money supply, financial markets and macroeconomic statistical data.
BOC	Bank of Canada Statistical Database	Economic, financial and banking data for Canada. Includes interest rates, inflation, national accounts and more. Daily updates.
HKEX	Hong Kong Exchange	Hong Kong Exchange stock prices, historical divided futures, etc. updated daily.
AMFI	Association of Mutual Funds in India	This database represents fund information from The Association of Mutual Funds in India.
BDM	Bank of Mexico	The Bank of Mexico is responsible for monetary policy and the national currency (peso), and provides data on accounts and all macroeconomic variables.
BATS	BATS U.S. Stock Exchanges	Bats is an equities market operator in the U.S., operating four equities exchanges — BZX Exchange, BYX Exchange, EDGA Exchange, and EDGX Exchange
BSE	Bombay Stock Exchange	End of day prices, indices, and additional information for companies trading on the Bombay Stock Exchange in India.
FRED	Federal Reserve Economic Data	Growth, employment, inflation, labor, manufacturing and other US economic statistics from the research department of the Federal Reserve Bank of St. Louis.
FMAC	Freddie Mac	Data from Freddie Mac’s Primary Mortgage Market Survey and other region specific historical mortgage rates.
EUREX	EUREX Futures Data	Index, rate, agriculture and energy futures from EUREX, Europes largest futures exchange, with history spanning a decade for select futures.
ECB	European Central Bank	The central bank for the European Union oversees monetary policy and the Euro, and provides data on related macroeconomic variables.
BOF	Bank of France	The Banque de France is responsible for monetary policy through policies of the European System of Central Banks and providing data on key economic indictors.
BELGRADESE	Belgrade Stock Exchange	Belgrade Stock Exchange data, updated daily.
CHRIS	Wiki Continuous Futures	Continuous contracts for all 600 futures on Quandl. Built on top of raw data from CME, ICE, LIFFE etc. Curated by the Quandl community. 50 years history.
BOJ	Bank of Japan	nan
USTREASURY	US Treasury	The U.S. Treasury ensures the nations financial security, manages the nations debt, collects tax revenues, and issues currency, provides data on yield rates.
LBMA	London Bullion Market Association	An international trade association in the London gold and silver market, consisting of central banks, private investors, producers, refiners, and other agents.
PERTH	Perth Mint	The Perth Mint’s highs, lows and averages of interest rates and commodities prices, updated on a monthly basis.
ZILLOW2	Zillow Real Estate Research	Home prices and rents by size, type and tier; housing supply, demand and sales. Sliced by zip code, neighbourhood, city, metro area, county and state.