getSymbols and Alpha Vantage
[This article was first published on FOSS Trading, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here)
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.
Thanks to Paul Teetor, getSymbols() can now import data from Alpha Vantage! This feature is part of the quantmod 0.4-11 release, and provides another another data source to avoid any Yahoo Finance API changes*.Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.
Alpha Vantage is a free web service that provides real-time and historical equity data. They provide daily, weekly, and monthly history for both domestic and international markets, with up to 20 years of history. Dividend and split adjusted close prices are available for daily data. They also provide near real-time price bars at a resolution of 1 minute or more, for up to 10 recent days.
All you need to get started is a one-time registration for an API key. Alpha Vantage has clean, documented, public API that returns either JSON-encoded data or a CSV file. The arguments to getSymbols.av() closely follow the native API, so be sure to use their documentation!
To get started, install the latest quantmod from CRAN. Then you call:
getSymbols(“MSFT”, src = “av”, api.key = “[your key]”)
Where you replace “[your key”] with the API key you receive after registration. You can use setDefaults() to set your API key one time, and use it for all getSymbols.av() calls.
setDefaults(“getSymbols.av”, api.key = “[your key]”)
*Speaking of API changes, this release also includes a fix for a Yahoo Finance change (#174).
To leave a comment for the author, please follow the link and comment on their blog: FOSS Trading.
R-bloggers.com offers daily e-mail updates about R news and tutorials about learning R and many other topics. Click here if you're looking to post or find an R/data-science job.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.