{"id":6392,"date":"2024-02-16T13:37:35","date_gmt":"2024-02-16T12:37:35","guid":{"rendered":"https:\/\/eodhd.com\/financial-apis\/?p=6392"},"modified":"2024-09-04T10:43:35","modified_gmt":"2024-09-04T08:43:35","slug":"r-library-for-financial-data-by-eodhd","status":"publish","type":"post","link":"https:\/\/eodhd.com\/financial-apis\/r-library-for-financial-data-by-eodhd","title":{"rendered":"R Library for Financial Data"},"content":{"rendered":"\n<p class=\"docs-content__text\"><strong>Important!<\/strong>\u00a0Since we have introduced a <a href=\"https:\/\/eodhd.com\/financial-apis\/r-library-v-2-for-financial-data-by-eodhd-2024\">new version of the R library for EODHD functions<\/a>, the current library is no longer supported on CRAN and has been replaced by the new library (eodhdR2). The current library is still available via <a href=\"https:\/\/github.com\/EodHistoricalData\/EODHD-APIs-R-Financial-Library\">our GitHub<\/a>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"docs-content__text\">R is an open-source programming language that has gained immense popularity in the data science community for its robust statistical capabilities and visualization tools. Whether you&#8217;re a budding data analyst or a professional trader, EODHD&#8217;s R library provides a versatile environment for handling vast financial data, creating visualizations, and conducting sophisticated analyses.<\/p>\n\n\n\n<p class=\"docs-content__text\">In this quick guide, we will show you how to install the library and use its most popular functions. <\/p>\n\n\n\n<p class=\"docs-content__text has-text-align-center\"><a class=\"btn btn--orange\" href=\"https:\/\/eodhd.com\/register\"><span class='mb-text'>Sign up &amp; Get Data<\/span><\/a><\/p>\n\n\n<!--TOC-->\n\n\n\n<h2 class=\"docs-content__heading docs-content__heading--h2 wp-block-heading\" id=\"h-installation-and-examples\">Installation and examples<\/h2>\n\n\n\n<p class=\"docs-content__text\">First things first, ensure you have R and RStudio installed on your machine. RStudio is an integrated development environment (IDE) that makes working with R more convinient. You can download R from <a href=\"https:\/\/cran.r-project.org\/mirrors.html\" target=\"_blank\" rel=\"noreferrer noopener\">CRAN<\/a>&nbsp;and RStudio from <a href=\"https:\/\/www.rstudio.com\/products\/rstudio\/download\/\" target=\"_blank\" rel=\"noreferrer noopener\">RStudio&#8217;s official website<\/a>. Following guide will be based on RStudio.<\/p>\n\n\n\n<p class=\"docs-content__text\">Required Environment:<\/p>\n\n\n\n<ul class=\"docs-content__list wp-block-list\">\n<li>R version from 4.3.1 to latest<\/li>\n\n\n\n<li>R Studio<\/li>\n<\/ul>\n\n\n\n<p class=\"docs-content__text\">Feel free to visit our <a href=\"https:\/\/github.com\/EodHistoricalData\/EODHD-APIs-R-Financial-Library\" target=\"_blank\" rel=\"noreferrer noopener\">Github page<\/a> to subscribe to receive notifications about future updates for R library.<\/p>\n\n\n\n<h3 class=\"docs-content__heading docs-content__heading--h3 wp-block-heading\" id=\"h-r-library-installation-process\">R library installation process <\/h3>\n\n\n\n<p class=\"docs-content__text\"><strong>1.<\/strong> <strong>Installing the library.<\/strong> Type the following command and hit Enter:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code\"><code class=\"\">install.packages(\"eodhd\")<\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">See the screenshot:<\/p>\n\n\n\n<figure class=\"docs-content__image wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1918\" height=\"879\" src=\"https:\/\/eodhd.com\/financial-apis\/wp-content\/uploads\/2024\/02\/Screenshot_41.png\" alt=\"\" class=\"wp-image-6569\"\/><\/figure>\n\n\n\n<p class=\"docs-content__text\"><\/p>\n\n\n\n<p class=\"docs-content__text\"><strong>2.<\/strong> <strong>Library Import.<\/strong> Next, let&#8217;s import EODHD library for accessing EODHD API&#8217;s functions:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code\"><code class=\"\">library(\"eodhd\")<\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">See the screenshot:<\/p>\n\n\n\n<figure class=\"docs-content__image wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1042\" height=\"402\" src=\"https:\/\/eodhd.com\/financial-apis\/wp-content\/uploads\/2023\/12\/Screenshot_3.png\" alt=\"\" class=\"wp-image-6394\"\/><\/figure>\n\n\n\n<p class=\"docs-content__text\">R Financial Library is installed now. Next, we are going to activate EODHD&#8217;s API key to get an access to data.<\/p>\n\n\n\n<h3 class=\"docs-content__heading docs-content__heading--h3 wp-block-heading\" id=\"h-api-access-activation-free-and-payed-options\">API access activation: free and payed options<\/h3>\n\n\n\n<p class=\"docs-content__text bordered_paragraph\">1. You can start with \u201c<strong>DEMO<\/strong>\u201d API key to test the data for a few tickers only: <a href=\"https:\/\/eodhd.com\/financial-apis\/\" target=\"_blank\" rel=\"noreferrer noopener\">AAPL.US<\/a>,&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/TSLA.US\" target=\"_blank\" rel=\"noreferrer noopener\">TSLA.US&nbsp;<\/a>,&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/VTI.US\" target=\"_blank\" rel=\"noreferrer noopener\">VTI.US<\/a>,&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/AMZN.US\" target=\"_blank\" rel=\"noreferrer noopener\">AMZN.US<\/a>,&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/BTC-USD.CC\" target=\"_blank\" rel=\"noreferrer noopener\">BTC-USD<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/EURUSD.FOREX\" target=\"_blank\" rel=\"noreferrer noopener\">EUR-USD<\/a>. For these tickers, <a href=\"https:\/\/eodhd.com\/financial-apis\/\">all of our APIs<\/a>, including <a href=\"https:\/\/eodhistoricaldata.com\/financial-apis\/new-real-time-data-api-websockets\/\" target=\"_blank\" rel=\"noreferrer noopener\">Real-Time Data<\/a>, are availible without limitations.<br>2. Register<strong> for the free plan<\/strong> to receive your API key (limited to 20 API calls per day) with access to <a href=\"https:\/\/eodhistoricaldata.com\/financial-apis\/api-for-historical-data-and-volumes\/\" target=\"_blank\" rel=\"noreferrer noopener\">End-Of-Day Historical Stock Market Data API<\/a>&nbsp;for any ticker, but within the past year only. Plus a <a href=\"https:\/\/eodhistoricaldata.com\/financial-apis\/exchanges-api-list-of-tickers-and-trading-hours\/#Get_List_of_Tickers_Exchange_Symbols\" target=\"_blank\" rel=\"noreferrer noopener\">List of tickers per Exchange<\/a> is availible.<br>3. We recommend exploring <a href=\"https:\/\/eodhd.com\/pricing\" target=\"_blank\" rel=\"noreferrer noopener\">our plans<\/a>, <strong>starting from $19.99<\/strong>, to access the necessary type of API without limitations.<\/p>\n\n\n\n<p class=\"docs-content__text has-text-align-center\"><a class=\"btn btn--orange\" href=\"https:\/\/eodhd.com\/register\"><span class='mb-text'>Sign up &amp; Get Data<\/span><\/a><\/p>\n\n\n\n<p class=\"docs-content__text\">Once you have EODHD API key, you can set it in an additional file, for example &#8220;key.R&#8221;:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code\"><code class=\"\">api_key &lt;- 'demo'<\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">To implement the &#8220;key.R&#8221; file in your code:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code\"><code class=\"\">source(\"key.R\")\nprint(api_key)<\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">Or set the type as an argument for the function:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code\"><code class=\"\">api_token='demo'<\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">Having implemented an active API key, we are ready to call for data.<\/p>\n\n\n\n<h3 class=\"docs-content__heading docs-content__heading--h3 wp-block-heading\" id=\"h-information-about-a-function\">Information about a function<\/h3>\n\n\n\n<p class=\"docs-content__text\">To access all information about a specific function, you can use the help command:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code\"><code class=\"\">help(get_eod_historical_stock_market_data)<\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">See the example:<\/p>\n\n\n\n<figure class=\"docs-content__image wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1896\" height=\"937\" src=\"https:\/\/eodhd.com\/financial-apis\/wp-content\/uploads\/2024\/02\/Screenshot_4.png\" alt=\"\" class=\"wp-image-6597\"\/><\/figure>\n\n\n\n<p class=\"docs-content__text\">Scroll down to the end of this guide to see all availible functions.<\/p>\n\n\n\n<h3 class=\"docs-content__heading docs-content__heading--h3 wp-block-heading\" id=\"h-example-end-of-the-day-historical-stock-market-data\">Example: End of the day historical stock market data<\/h3>\n\n\n\n<p class=\"docs-content__text\">Lets call for End of the day historical stock market data:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code\"><code class=\"\">get_eod_historical_stock_market_data(\n    api_token = \"demo\",\n    symbol = \"AAPL\",\n    from_date = NULL,\n    to_date = NULL,\n    period = \"d\",\n    order = \"a\"\n)<\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">See the example:<\/p>\n\n\n\n<figure class=\"docs-content__image wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1898\" height=\"878\" src=\"https:\/\/eodhd.com\/financial-apis\/wp-content\/uploads\/2024\/02\/Screenshot_42.png\" alt=\"\" class=\"wp-image-6570\"\/><\/figure>\n\n\n\n<p class=\"docs-content__text\">The function will return the following JSON respond:<\/p>\n\n\n\n<figure class=\"docs-content__image wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"840\" height=\"352\" src=\"https:\/\/eodhd.com\/financial-apis\/wp-content\/uploads\/2024\/02\/Screenshot_43.png\" alt=\"\" class=\"wp-image-6572\" \/><\/figure>\n\n\n\n<p class=\"docs-content__text\">All the parameters for this function are listed and described <a href=\"https:\/\/eodhd.com\/financial-apis\/api-for-historical-data-and-volumes\/\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a>.<\/p>\n\n\n\n<h2 class=\"docs-content__heading docs-content__heading--h2 wp-block-heading\" id=\"h-list-of-the-available-functions\">List of the available functions<\/h2>\n\n\n\n<p class=\"docs-content__text\">Below is the list of functions to retrieve various data, including code examples and links to documentation containing descriptions of all parameters:<\/p>\n\n\n\n<figure class=\"wp-block-table\">\n    <table class=\"has-fixed-layout\">\n        <thead>\n            <tr>\n                <th class=\"has-text-align-left\" data-align=\"left\" style=\"width: 30%; font-size: 14px;\">Function &#038; description<\/th>\n                <th class=\"has-text-align-left\" data-align=\"left\" style=\"width: 70%; font-size: 12px;\">Code examples<\/th>\n            <\/tr>\n        <\/thead>\n        <tbody>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Live (Delayed) Stock Prices and Macroeconomic Data (<a href=\"https:\/\/eodhd.com\/financial-apis\/live-realtime-stocks-api\/\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_live_stock_prices &lt;- function(api_token, ticker, s = NULL)<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Bonds Fundamentals (<a href=\"https:\/\/eodhd.com\/financial-apis\/bonds-fundamentals-and-historical-api\/\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_bonds_fundamentals_data( api_token &lt;- \"demo\", isin &lt;- \"DE000CB83CF0\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Intraday Historical Data (<a href=\"https:\/\/eodhd.com\/financial-apis\/intraday-historical-data-api\/\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_intraday_historical_data( api_token &lt;- \"YOUR_API_TOKEN\", interval &lt;- \"5m\", from_unix_time &lt;- \"1627896900\", to_unix_time &lt;- \"1630575300\", symbol &lt;- \"AAPL.MX\")<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Historical Dividends (<a href=\"https:\/\/eodhd.com\/financial-apis\/api-splits-dividends\/#Historical_Dividends_API\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_historical_dividends_data( api_token &lt;- \"demo\", ticker &lt;- \"AAPL.US\", date_from &lt;- \"2017-09-10\", date_to &lt;- \"2017-09-12\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Historical Splits (<a href=\"https:\/\/eodhd.com\/financial-apis\/api-splits-dividends\/#Historical_Splits_API\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_historical_splits_data( api_token &lt;- \"demo\",  ticker &lt;- \"AAPL.US\",  date_from &lt;- \"2017-09-10\", date_to &lt;- \"2017-09-12\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Bulk API for EOD, Splits and Dividends (<a href=\"https:\/\/eodhd.com\/financial-apis\/bulk-api-eod-splits-dividends\/\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_bulk_eod_splits_dividends_data( api_token = \"demo\", country = 'US', type = 'splits', date = \"2010-09-21\", symbols = \"MSFT\", filter = \"extended\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Calendar. Upcoming Earnings, Trends, IPOs and Splits (<a href=\"https:\/\/eodhd.com\/financial-apis\/calendar-upcoming-earnings-ipos-and-splits\/\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_upcoming_earnings_data( api_token &lt;- \"demo\", from_date &lt;- \"2017-09-10\", to_date &lt;- \"2017-09-12\", symbols &lt;- \"AAPL\" )<br>get_earning_trends_data(  api_token = \"demo\",  symbols = \"AAPL.US\" ) # for Earnings trends<\/code><br><code>get_upcoming_IPOs_data( api_token &lt;- \"YOUR_API_TOKEN\", from_date &lt;- \"2017-09-10\", to_date &lt;- \"2017-09-12\" ) # for upcoming IPOs<\/code><br><code>get_upcoming_splits_data( api_token &lt;- \"YOUR_API_TOKEN\", from_date &lt;- \"2017-09-10\", to_date &lt;- \"2017-09-12\" ) # for upcoming splits<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Economic Events (<a href=\"https:\/\/eodhd.com\/financial-apis\/economic-events-data-api\/\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_economic_events_data( api_token &lt;- \"demo\", date_from &lt;- \"2017-09-10\", date_to &lt;- \"2017-09-12\", country &lt;- \"US\", comparison &lt;- \"qoq\", offset &lt;- \"0\", limit &lt;- \"50\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Stock Market and Financial News (<a href=\"https:\/\/eodhd.com\/financial-apis\/stock-market-financial-news-api\/\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">financial_news( api_token &lt;- \"demo\", s &lt;- \"balance sheet\", t &lt;- NULL, from_date &lt;- \"2017-09-10\", to_date &lt;- \"2017-09-12\", limit &lt;- \"50\", offset &lt;- \"100\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">End of the Day Historical Stock Market Data (<a href=\"https:\/\/eodhd.com\/financial-apis\/api-for-historical-data-and-volumes\/\">do<\/a><a href=\"https:\/\/eodhd.com\/financial-apis\/api-for-historical-data-and-volumes\/\" target=\"_blank\" rel=\"noreferrer noopener\">c<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_eod_historical_stock_market_data &lt;- function( api_token, symbol, from_date = NULL,<br>to_date = NULL, period = 'd', order = 'a' )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">List of supported Exchanges (<a href=\"https:\/\/eodhd.com\/financial-apis\/exchanges-api-list-of-tickers-and-trading-hours\/\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_list_of_exchanges( api_token &lt;- \"demo\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Insider Transactions (<a href=\"https:\/\/eodhd.com\/financial-apis\/insider-transactions-api\/\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_insider_transactions_data( api_token &lt;- \"demo\", date_from &lt;- \"2017-09-10\", date_to &lt;- \"2017-09-12\", code &lt;- \"AAPL.US\", limit &lt;- \"150\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Macro Indicators (<a href=\"https:\/\/eodhd.com\/financial-apis\/macroeconomics-data-and-macro-indicators-api\/\" target=\"_blank\" rel=\"noreferrer noopener\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_macro_indicators_data( api_token &lt;- \"YOUR_API_TOKEN\", country &lt;- \"USA\", indicator &lt;- \"gdp_current_usd\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Exchanges API. Trading Hours, Stock Market Holidays, Symbols Change History (<a href=\"https:\/\/eodhd.com\/financial-apis\/exchanges-api-trading-hours-and-stock-market-holidays\/\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_details_trading_hours_stock_market_holidays( api_token &lt;- \"YOUR_API_TOKEN\", code &lt;- \"US\", from_date &lt;- \"2017-09-10\", to_date &lt;- \"2017-09-12\") <\/code><br><code class=\"\">symbol_change_history(api_token &lt;- \"YOUR_API_TOKEN\", from_date &lt;- \"2023-01-01\", to_date &lt;- \"2023-12-31\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Stock Market Screener (<a href=\"https:\/\/eodhd.com\/financial-apis\/stock-market-screener-api\/\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">stock_market_screener( api_token &lt;- \"YOUR_API_TOKEN\",  sort &lt;- \"market_capitalization.desc\", filters &lt;- NULL, limit &lt;- \"1\", signals &lt;- \"bookvalue_neg\", offset &lt;- \"50\" )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Technical Indicator (<a href=\"https:\/\/eodhd.com\/financial-apis\/technical-indicators-api\/\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_technical_indicator_data( api_token &lt;- \"demo\", ticker &lt;- \"AAPL.US\", func &lt;- \"slope\", period &lt;- 100 )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Historical Market Capitalization (<a href=\"https:\/\/eodhd.com\/financial-apis\/historical-market-capitalization-api\/\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_historical_market_capitalization_data &lt;- function( api_token, ticker,<br>from_date = NULL,<br>to_date = NULL )<\/code><\/pre><\/td>\n            <\/tr>\n            <tr>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 14px;\">Fundamental Data: Stocks, ETFs, Mutual Funds, Indices and Cryptocurrencies (<a href=\"https:\/\/eodhd.com\/financial-apis\/stock-etfs-fundamental-data-feeds\/\">doc<\/a>)<\/td>\n                <td class=\"has-text-align-left\" data-align=\"left\" style=\"font-size: 12px;\"><pre class=\"wp-block-code\"><code class=\"\">get_fundamentals_data( api_token &lt;- \"demo\", ticker &lt;- \"AAPL.US\" )<\/code><\/pre><\/td>\n            <\/tr>\n        <\/tbody>\n    <\/table>\n<\/figure>\n\n\n\n<h2 class=\"docs-content__heading docs-content__heading--h2 wp-block-heading\" id=\"h-direct-eodhd-request-call-in-r-enviroment\">Direct EODHD request call in R enviroment<\/h2>\n\n\n\n<p class=\"docs-content__text\">In the following example, we use direct EODHD API request without pre-installed library and it&#8217;s functions. Plus this time, we request result as .csv file.<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code\"><code class=\"\">api.token &lt;- \"YOUR_API_KEY_HERE\"\nsymbol &lt;- \"AAPL.US\"\nticker.link &lt;- paste(\"http:\/\/nonsecure.eodhd.com\/api\/eod\/\", symbol, \"?api_token=\", api.token, \"&amp;period=m&amp;order=d\", sep=\"\")\ndata &lt;- read.csv(url(ticker.link))\nhead(data)<\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">If you run the code in&nbsp;<a href=\"https:\/\/www.rstudio.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">RStudio<\/a>&nbsp;(or any other software for R), you will get the following output:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"docs-content__image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"597\" height=\"142\" src=\"https:\/\/eodhd.com\/financial-apis\/wp-content\/uploads\/2024\/02\/r-output.png\" alt=\"\" class=\"wp-image-6571\"\/><\/figure>\n<\/div>\n\n\n<p class=\"docs-content__text\">Experience is similair to Yahoo Finance, only instead of:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code has-black-color has-cyan-bluish-gray-background-color has-text-color has-background has-link-color wp-elements-9f26d2335716b8a6e74a463e9c4032fd\"><code class=\"\"><strong>http:\/\/ichart.finance.yahoo.com\/table.csv\u2026..<\/strong><\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">we do:<\/p>\n\n\n<div class=\"code-block\">\n<pre class=\"docs-content__code-block wp-block-code has-black-color has-cyan-bluish-gray-background-color has-text-color has-background has-link-color wp-elements-0000cdb658b1ef33f7e93b5fd0ab2cee\"><code class=\"\"><strong>http:\/\/nonsecure.eodhd.com\/api\/table.csv<\/strong><\/code><\/pre>\n<\/div>\n\n\n<p class=\"docs-content__text\">Don&#8217;t forget to add your API key an additional parameter.<\/p>\n\n\n\n<p class=\"docs-content__text\">We recommend to use&nbsp;<strong>HTTP<\/strong>&nbsp;instead of&nbsp;<strong>HTTPS<\/strong>&nbsp;for R language.<\/p>\n\n\n\n<h2 class=\"docs-content__heading docs-content__heading--h2 wp-block-heading\" id=\"h-more-on-eodhd-api\">More on EODHD API<\/h2>\n\n\n\n<ul class=\"docs-content__list wp-block-list\">\n<li>Documentation for all types of EODHD API is <a href=\"https:\/\/eodhd.com\/financial-apis\/\">here<\/a><\/li>\n\n\n\n<li>Academy section with useful materials on data analysis and trading is <a href=\"https:\/\/eodhd.com\/financial-academy\/\">here<\/a><\/li>\n\n\n\n<li>Python, PHP, Curl EODHD Libraries are <a href=\"https:\/\/eodhd.com\/financial-apis\/category\/excel-python-php-laravel-java-matlab-examples\/\">here<\/a><\/li>\n\n\n\n<li>Our Github is <a href=\"https:\/\/github.com\/EodHistoricalData\/EODHD-APIs-R-Financial-Library\">here<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"docs-content__text has-text-align-center\"><a class=\"btn btn--orange\" href=\"https:\/\/eodhd.com\/register\"><span class='mb-text'>Sign up &amp; Get Data<\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Important!\u00a0Since we have introduced a new version of the R library for EODHD functions, the current library is no longer supported on CRAN and has been replaced by the new library (eodhdR2). The current library is still available via our GitHub. R is an open-source programming language that has gained immense popularity in the data [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":4485,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[5],"tags":[],"class_list":["post-6392","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-excel-python-php-laravel-java-matlab-examples"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.6 (Yoast SEO v26.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R Library for Financial Data | EODHD APIs Documentation<\/title>\n<meta name=\"description\" content=\"Learn how to set up your environment, install the EODHD APIs R Language Financial Library, and access real-time and historical data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/eodhd.com\/financial-apis\/r-library-for-financial-data-by-eodhd\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R Library for Financial Data\" \/>\n<meta property=\"og:description\" content=\"Learn how to set up your environment, install the EODHD APIs R Language Financial Library, and access real-time and historical data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/eodhd.com\/financial-apis\/r-library-for-financial-data-by-eodhd\" \/>\n<meta property=\"og:site_name\" content=\"Stock Price Data, Financial and Stock Market API\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/eodhistoricaldata\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-16T12:37:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-04T08:43:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/eodhd.com\/financial-apis\/wp-content\/uploads\/2017\/07\/R-Language-Stock-API-Example.png\" \/>\n\t<meta property=\"og:image:width\" content=\"270\" \/>\n\t<meta property=\"og:image:height\" content=\"270\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"GlebEODHD\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@EOD_data\" \/>\n<meta name=\"twitter:site\" content=\"@EOD_data\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"GlebEODHD\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/eodhd.com\/financial-apis\/r-library-for-financial-data-by-eodhd#article\",\"isPartOf\":{\"@id\":\"https:\/\/eodhd.com\/financial-apis\/r-library-for-financial-data-by-eodhd\"},\"author\":{\"name\":\"GlebEODHD\",\"@id\":\"https:\/\/eodhd.com\/financial-apis\/#\/schema\/person\/a08d0c5b2afbd8fabeef1e976f1cd85d\"},\"headline\":\"R Library for Financial Data\",\"datePublished\":\"2024-02-16T12:37:35+00:00\",\"dateModified\":\"2024-09-04T08:43:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/eodhd.com\/financial-apis\/r-library-for-financial-data-by-eodhd\"},\"wordCount\":768,\"publisher\":{\"@id\":\"https:\/\/eodhd.com\/financial-apis\/#organization\"},\"image\":{\"@id\":\"https:\/\/eodhd.com\/financial-apis\/r-library-for-financial-data-by-eodhd#primaryimage\"},\"thumbnailUrl\":\"https:\/\/eodhd.com\/financial-apis\/wp-content\/uploads\/2017\/07\/R-Language-Stock-API-Example.png\",\"articleSection\":[\"5. 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