# 금융 데이터 소스
# 한국
# 국제
# World
- OECD.StatExtracts (opens new window) includes data and metadata for OECD countries and selected non-member economies.
- http://www.assetmacro.com/ (opens new window) includes data for 20,000+ Macroeconomic and Financial Indicators of 150 countries
- https://db.nomics.world (opens new window) is an open platform with more than 16,000 datasets among 50+ providers.
# United Kingdom
# United States
- Federal Reserve Economic Data - FRED (opens new window) (includes URL-based API)
- http://www.census.gov/ (opens new window)
- http://www.bls.gov/ (opens new window)
- http://www.ssa.gov/ (opens new window)
- http://www.treasury.gov/ (opens new window)
- http://www.sec.gov/ (opens new window)
- http://www.economagic.com/ (opens new window)
- http://www.forecasts.org/ (opens new window)
# Foreign Exchange
- 1Forge Realtime FX Quotes (opens new window)
- OANDA Historical Exchange Rates (opens new window)
- Dukascopy - Historical FX prices; XML and CSV (opens new window). There is a non-affiliated downloader called tickstory (opens new window).
- ForexForums Historical Data - Historical FX downloads via Amazon S3 (opens new window)
- FXCM (opens new window) provides an open repository of tick data starting from January 4th 2015, with a download script (opens new window) on github.
- GAIN Capital - Historical FX rates (in ZIP format) (opens new window)
- TrueFX - Historical FX rates (in ZIP/CSV format) (opens new window). A download helper script (opens new window) is available on GitHub. TrueFX.com asks for free registration. Same files are linked from Pepperstone (opens new window), no registration needed.
- RTFXD - Real Time FX Data (opens new window): Delivered via ssh. Very low pricing.
- Olsen Data / Olsen Financial Technologies (opens new window): Historical FX data can be ordered online in custom format. Download link sent in 2 business days. Real time data service. Expensive but very high quality.
- Zorro (opens new window): 1Minute bars from 2010 in t6 (opens new window) format (OHLC and tick volume)
# Equity and Equity Indices
- http://finance.yahoo.com/ (opens new window)
- http://www.iasg.com/managed-futures/market-quotes (opens new window)
- http://kumo.swcp.com/stocks/ (opens new window)
- Kenneth French Data Library (opens new window)
- http://unicorn.us.com/advdec/ (opens new window)
- http://siblisresearch.com/ (opens new window)
- Fundamental data for US stocks (opens new window)
- http://simfin.com/ (opens new window)
- Olsen Data / Olsen Financial Technologies (opens new window)
- https://www.tiingo.com/welcome (opens new window) - Equity, ETF, and Mutual Fund price and fundamental data
# Fixed Income
- FRB: H.15 Selected Interest Rates (opens new window)
- Barclays Capital Live (opens new window) (institutional clients only)
- CDS spreads (opens new window)
# Options and Implied Volatility
- http://www.ivolatility.com/ (opens new window)
- http://www.optionmetrics.com/ (opens new window)
- http://www.livevol.com/ (opens new window)
- http://www.historicaloptiondata.com/ (opens new window)
- https://www.commodityvol.com/ (opens new window)
- Olsen Data / Olsen Financial Technologies (opens new window)
# Futures
- http://www.simiansavants.com/cmedata.shtml (opens new window)
- http://www.cmegroup.com/market-data/index.html (opens new window)
- http://www.quandl.com (opens new window)
- Olsen Data / Olsen Financial Technologies (opens new window)
# Commodities
# Multiple Asset Classes and Miscellaneous
- http://www.eoddata.com/ (opens new window)
- Robert Shiller Online Data (opens new window)
- S#.Data (opens new window) is a free application for downloading and storing market data from various sources
# Specific Exchanges
# Bloomberg terminal alternative
Recreate a Bloomberg terminal for free (opens new window)
# Financial Modeling and Analysis Tools
- Koyfin (opens new window) – An amazing free dashboard that looks and feels a lot like FactSet. Includes macro, security snapshots, financial analysis, estimates (EPS, revenue, and EBITDA), and graphs. Most importantly, the data is sourced from extremely high quality datasets.
- Atom Finance (opens new window) - Similar to Koyfin in its excellent user interface. Includes a robust calendar feature for important company events, interactive valuation capabilities based on EPS, revenue and EBITDA consensus estimates, transcripts, peer analysis, and more. You can create financial models instantly that are pre-populated with consensus projections and automatically re-calculate on the fly as you change assumptions. However, the universe of companies is a bit limited.
- Aswath Damadoran (opens new window) – Amalgamated data on various financial measures (CapEx by industry, margins by sector, valuation ratios by industry).
- Finviz (opens new window) – Snapshot of basic financial information including dividend, sales growth, payout ratio, sell-side ratings, and price targets.
- Ycharts (opens new window) – Somewhat similar to FactSet. Not exactly free but you can get a free trial.
- Eloquens (opens new window) – Free financial models and various templates.
- Yahoo Finance (opens new window) – Revenue and EPS estimates. Live pricing.
- Government Filings (EDGAR) (opens new window) – Can pull 10-Qs, S-1s, and anything else publicly filed with the US government.
- IMPORTXML (opens new window) – Imports data from various structured data points. Can scrape outside websites. Example of how to use it here (opens new window).
- GOOGLEFINANCE (opens new window) – Not referring to the website Google Finance (we prefer Yahoo Finance) but the “coding tool” in Google Sheets, which can import basic live data (pricing information).
# Market Research Tools
- ABI Research (opens new window) – High quality. Sometimes can get free research. Sign up for emails to get more in-depth information.
- IDC (opens new window) – Sometimes publishes portions of their reports for free.
- Gartner (opens new window) – Follow their free webinars and you can usually get more information than just what is in print online.
- Statista (opens new window) – Statistics on just about anything: consumer survey results, industry studies from >22,500 sources, etc.
- Markets and Markets (opens new window) – A good starting place and has some research on niche industries.
- Research and Markets (opens new window) – Similar to Markets and Markets.
- TAM Workshop (opens new window) – This quick tutorial goes over the basics of market sizing and includes some good creative resources for finding data.
Market sizing tip: Sometimes you can offer to buy just a portion of a market sizing report (or a table) for about 1/10th of the cost of the total report.
# Macro Data
- Trading Economics (opens new window) – Macro data by country. Includes forecasts. They also have a $49 option for a one week pass if you need richer data.
- World Bank (opens new window) – Data on a plethora of topics with 19,902 datasets as of November 2019. Everything from economic growth statistics to inflation rates, interest rates, FX rates, income statistics, employment statistics, population statistics, education statistics, tax rates, etc.
- BLS (opens new window) – US Government Bureau of Labor Statistics. Includes statistics like CPI, unemployment rate, productivity, and regional data.
- Investing.com (opens new window) – Data on CDS, bond yields.
# VC/Startup Databases
- Fundz (opens new window) – Startup database of all funded companies in the US. A $40-ish subscription can get some good data.
- Crunchbase (opens new window) – Investments and funding information on private companies. Includes information on founding members, rounds, raises, etc. Free and paid versions.
- IPO Data (opens new window) – Professor Jay Ritter of the University of Florida maintains this database which includes information on underpricing, age, dual-class, price revision, sales, underwriting, VC-backed IPOs, turnover statistics, and more.
- TechLeap (opens new window) European-based startup database of 5,500+ startups.
# Stock Research Reports
- Morningstar (opens new window) – Can access research reports with a free trial. Research is a great starting point and they take their work seriously.
- ValueInvestorsClub (opens new window) – Some quality research can be found here. Includes company overviews, history, and analysis.
- SeekingAlpha (opens new window) – Some armchair experts, some serious research. They often obtain snippets from sell-side research reports.
# References
How do I get currency exchange rates via an API such as Google Finance? (opens new window) https://towardsdatascience.com/free-financial-data-a122a3cd5531 (opens new window)