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<title data-rh="true">Data sources - Data - Usage | OpenBB Terminal Docs</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://docs.openbb.co/img/banner.png"><meta data-rh="true" name="twitter:image" content="https://docs.openbb.co/img/banner.png"><meta data-rh="true" property="og:url" content="https://docs.openbb.co/terminal/usage/data/data-sources"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="Data sources | OpenBB Docs"><meta data-rh="true" name="description" content="This page provides useful information on dealing with different data vendors when using OpenBB&#x27;s Terminal. It outlines how to select a default data source, acquire API keys, and switch the data vendor using specific commands, all in an effort to streamline and improve the user&#x27;s experience."><meta data-rh="true" property="og:description" content="This page provides useful information on dealing with different data vendors when using OpenBB&#x27;s Terminal. It outlines how to select a default data source, acquire API keys, and switch the data vendor using specific commands, all in an effort to streamline and improve the user&#x27;s experience."><meta data-rh="true" name="keywords" content="Terminal,data vendors,API keys,data sources,FinancialModelingPrep,Polygon,AlphaVantage,EODHD,YahooFinance,source,stocks/fa/income,changing data source,Default data source,/sources,get --cmd,set --cmd"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openbb.co/terminal/usage/data/data-sources"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/terminal/usage/data/data-sources" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/terminal/usage/data/data-sources" hreflang="x-default"><link data-rh="true" rel="preconnect" href="https://7D1HQ0IXAS-dsn.algolia.net" crossorigin="anonymous"><link rel="search" type="application/opensearchdescription+xml" title="OpenBB Docs" href="/opensearch.xml">
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padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">OpenBB Terminal</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/terminal/usage"><span itemprop="name">Usage</span></a><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/terminal/usage/data"><span itemprop="name">Data</span></a><meta itemprop="position" content="3"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Data sources</span><meta itemprop="position" content="4"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_bxCs"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Data sources</h1></header><div style="text-align:center"><div class="flex flex-col sm:flex-row items-center justify-center"><p>Short video on where the data comes from</p><div style="transform:scale(0.7)"><label data-testid="Toggle-label" class="switch"><input type="checkbox" checked="" data-testid="Toggle"><span class="slider round"></span></label></div></div><div style="position:relative;padding-bottom:56.25%;height:0;overflow:hidden;max-width:100%"><iframe id="https://www.youtube.com/embed/cvSwG96Yf4o?si=oswcJYUH51F206Hu" style="position:absolute;top:0;left:0;width:100%;height:100%;display:block;margin:0 auto" src="https://www.youtube.com/embed/cvSwG96Yf4o?si=oswcJYUH51F206Hu" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen=""></iframe></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="relationship-with-data-vendors">Relationship With Data Vendors<a href="#relationship-with-data-vendors" class="hash-link" aria-label="Direct link to Relationship With Data Vendors" title="Direct link to Relationship With Data Vendors">​</a></h2><p>Most commands will require obtaining API keys from various data providers. OpenBB provides methods for consuming these data feeds, but has no control over the quality or quantity of data provided to an end-user. <strong>No API Keys are required to get started using the Terminal</strong>.</p><p>See the list of data providers <a href="/terminal/usage/data/api-keys">here</a>, along with instructions for entering the credentials into the OpenBB Terminal. You can also request a new data source through this <a href="https://openbb.co/request-a-feature" target="_blank" rel="noopener noreferrer">form</a>.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>OpenBB doesn&#x27;t store any financial data in its servers. We aggregate access to multiple data sources through API calls and standardize that interaction to provide users a seamless experience when dealing with different data vendors</p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="changing-the-data-source-in-command">Changing the Data Source In-Command<a href="#changing-the-data-source-in-command" class="hash-link" aria-label="Direct link to Changing the Data Source In-Command" title="Direct link to Changing the Data Source In-Command">​</a></h2><p>Many commands have multiple data sources associated with it. A great example is <code>/stocks/fa/income</code>, which allows you to select FinancialModelingPrep, Polygon, AlphaVantage, EODHD or YahooFinance. In order to specify the data vendor for that particular command, use the <code>--source</code> argument.</p><p>This also becomes clear from the help menu.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">/stocks/fa/income -h</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">usage: income [-t TICKER] [-q] [-r] [-p column] [-h] [--export EXPORT] [--sheet-name SHEET_NAME [SHEET_NAME ...]] [-l LIMIT] [--source {FinancialModelingPrep,Polygon,AlphaVantage,EODHD,YahooFinance}]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">Prints a complete income statement over time. This can be either quarterly or annually.</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">optional arguments:</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -t TICKER, --ticker TICKER</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Ticker to analyze (default: None)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -q, --quarter Quarter fundamental data flag. (default: False)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -r, --ratios Shows percentage change of values. (default: False)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -p column, --plot column</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Rows to plot, comma separated. (-1 represents invalid data) (default: None)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -h, --help show this help message (default: False)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --export EXPORT Export raw data into csv, json, xlsx (default: )</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --sheet-name SHEET_NAME [SHEET_NAME ...]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Name of excel sheet to save data to. Only valid for .xlsx files. (default: None)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -l LIMIT, --limit LIMIT</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Number of entries to show in data. (default: 5)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --source {FinancialModelingPrep,Polygon,AlphaVantage,EODHD,YahooFinance}</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Data source to select from (default: FinancialModelingPrep)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">For more information and examples, use &#x27;about income&#x27; to access the related guide.</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Within the source arguments it shows the available sources. An API key may be required to use a source, see this <a href="/terminal/usage/data/api-keys">page</a> for insructions on obtaining and setting credentials.</p><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233730763-54fd6400-f3ad-44a0-9c73-254d91ac2085.png" alt="Selecting a new Data Source" class="img_ev3q"></p><p>The available sources for each command are displayed on the right of the command, and they can be distinguished by the square brackets and distinct font color group. By default, if the user doesn&#x27;t specify <code>--source</code> the Terminal will use the first data provider displayed.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="setting-default-source-through-hub-easy">Setting Default Source Through Hub (easy)<a href="#setting-default-source-through-hub-easy" class="hash-link" aria-label="Direct link to Setting Default Source Through Hub (easy)" title="Direct link to Setting Default Source Through Hub (easy)">​</a></h3><p>The default data vendor can be selected with more ease through the OpenBB Hub. Instructions can be found <a href="/terminal/usage/hub">here</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="setting-default-source-through-terminal">Setting Default Source Through Terminal<a href="#setting-default-source-through-terminal" class="hash-link" aria-label="Direct link to Setting Default Source Through Terminal" title="Direct link to Setting Default Source Through Terminal">​</a></h3><p>The default data source for each command (where multiple sources are available) can be defined within the <a href="/terminal/usage/data/data-sources"><code>/sources</code></a> menu.</p><p>For example, changing the default data provider for the <code>income</code> command:</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">/sources/get --cmd stocks/fa/income</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-conole codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-conole codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">Default : FinancialModelingPrep</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">Available : FinancialModelingPrep, Polygon, AlphaVantage, EODHD, YahooFinance</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, change the default data provider with the, <code>set</code>, command. For example, change the data provider to <code>Polygon</code> with
the following:</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">/sources/set --cmd stocks/fa/income --source Polygon</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>A confirmation message is displayed.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">Default data source for &#x27;stocks/fa/income&#x27; set to &#x27;Polygon&#x27;.</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Using, <code>get</code>, once more will confirm the update:</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">/sources/get --cmd stocks/fa/income</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">Default : Polygon</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">Available : Polygon, FinancialModelingPrep, AlphaVantage, EODHD, YahooFinance</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" 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