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<title data-rh="true">Crypto | OpenBB 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/sdk/data-available/crypto"><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="Crypto | OpenBB Docs"><meta data-rh="true" name="description" content="This Docusaurus page is dedicated to providing a detailed guide on how Cryptocurrency applications and dashboards can be built quickly using the OpenBB Terminal&#x27;s Crypto Module. It provides an outline on how to use SDK functions at the &#x27;openbb.crypto&#x27; level, rundown of functions and modules, along with sample Python codes on loading data, finding similar coins, measuring liquidity, identifying trending coins and more. This page can be useful for those working on Cryptocurrency applications, particularly those relying on Python or OpenBB Terminal."><meta data-rh="true" property="og:description" content="This Docusaurus page is dedicated to providing a detailed guide on how Cryptocurrency applications and dashboards can be built quickly using the OpenBB Terminal&#x27;s Crypto Module. It provides an outline on how to use SDK functions at the &#x27;openbb.crypto&#x27; level, rundown of functions and modules, along with sample Python codes on loading data, finding similar coins, measuring liquidity, identifying trending coins and more. This page can be useful for those working on Cryptocurrency applications, particularly those relying on Python or OpenBB Terminal."><meta data-rh="true" name="keywords" content="Docusaurus,Cryptocurrency,Web Application,Crypto Module,SDK Functions,Digital Assets,Onchain Metrics,Data visualisation,CCXT,Trending Coins,Liquidity Measurement,Coin Ranking"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openbb.co/sdk/data-available/crypto"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/sdk/data-available/crypto" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/sdk/data-available/crypto" 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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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 SDK</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="/sdk/data-available"><span itemprop="name">Data Available</span></a><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Crypto</span><meta itemprop="position" content="3"></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>Crypto</h1></header><p>The Crypto module wraps the functions of the OpenBB Terminal menu. This allows web applications and dashboards to be built quickly on top of the existing infrastructure. Navigating the functions is similar to operating the OpenBB Terminal.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-use">How to Use<a href="#how-to-use" class="hash-link" aria-label="Direct link to How to Use" title="Direct link to How to Use">​</a></h2><p>The list below are all the SDK functions at the <code>openbb.crypto</code> level:</p><table><thead><tr><th align="left">Path</th><th align="center">Type</th><th align="right">Description</th></tr></thead><tbody><tr><td align="left">openbb.crypto.candle</td><td align="center">Function</td><td align="right">OHLC+V chart</td></tr><tr><td align="left">openbb.crypto.dd</td><td align="center">Sub-Module</td><td align="right">Due Diligence</td></tr><tr><td align="left">openbb.crypto.defi</td><td align="center">Sub-Module</td><td align="right">DeFi</td></tr><tr><td align="left">openbb.crypto.disc</td><td align="center">Sub-Module</td><td align="right">Discovery</td></tr><tr><td align="left">openbb.crypto.find</td><td align="center">Function</td><td align="right">Find Digital Assets</td></tr><tr><td align="left">openbb.crypto.load</td><td align="center">Function</td><td align="right">Load Historical Data</td></tr><tr><td align="left">openbb.crypto.nft</td><td align="center">Sub-Module</td><td align="right">NFTs</td></tr><tr><td align="left">openbb.crypto.onchain</td><td align="center">Sub-Module</td><td align="right">Onchain Metrics</td></tr><tr><td align="left">openbb.crypto.ov</td><td align="center">Sub-Module</td><td align="right">Market Overview</td></tr><tr><td align="left">openbb.crypto.price</td><td align="center">Function</td><td align="right">Live Prices from Pyth</td></tr><tr><td align="left">openbb.crypto.tools</td><td align="center">Sub-Module</td><td align="right">Calculators</td></tr></tbody></table><p>Alternatively, the contents of a menu is printed by running, <code>help(openbb.crypto)</code>. The objective of this guide is to introduce the high-level functions and provide a sample of examples from the sub-modules. Refer to the guides for each sub-module to learn more about them specifically.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="examples">Examples<a href="#examples" class="hash-link" aria-label="Direct link to Examples" title="Direct link to Examples">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="import-statements">Import Statements<a href="#import-statements" class="hash-link" aria-label="Direct link to Import Statements" title="Direct link to Import Statements">​</a></h3><p>The examples in this guide will assume that the code block below is at the beginning of the Python script or Jupyter Notebook file.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> pandas </span><span class="token keyword" style="color:rgb(86, 156, 214)">as</span><span class="token plain"> pd</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token keyword" style="color:rgb(86, 156, 214)">from</span><span class="token plain"> openbb_terminal</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">sdk </span><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> openbb</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token operator" style="color:rgb(212, 212, 212)">%</span><span class="token plain">matplotlib inline</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><h3 class="anchor anchorWithStickyNavbar_LWe7" id="load">Load<a href="#load" class="hash-link" aria-label="Direct link to Load" title="Direct link to Load">​</a></h3><p>The <code>load</code> function is capable of loading from a variety of sources, one of which is CCXT. When <code>CCXT</code> is <code>source</code>, an additional argument, <code>exchange</code>, is required.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token builtin" style="color:rgb(86, 156, 214)">help</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">load</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">Help on Operation </span><span class="token keyword" style="color:rgb(86, 156, 214)">in</span><span class="token plain"> module openbb_terminal</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">core</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">library</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">operation</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"></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"></span><span class="token operator" style="color:rgb(212, 212, 212)">&lt;</span><span class="token plain">openbb_terminal</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">core</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">library</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">operation</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">Operation </span><span class="token builtin" style="color:rgb(86, 156, 214)">object</span><span class="token operator" style="color:rgb(212, 212, 212)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Load crypto currency to get data </span><span class="token keyword" style="color:rgb(86, 156, 214)">for</span><span class="token plain"></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"> Parameters</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> symbol</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Coin to get</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> start_date</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(86, 156, 214)">or</span><span class="token plain"> datetime</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> optional</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Start date to get data </span><span class="token keyword" style="color:rgb(86, 156, 214)">from</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(86, 156, 214)">with</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain"> datetime </span><span class="token keyword" style="color:rgb(86, 156, 214)">or</span><span class="token plain"> string </span><span class="token builtin" style="color:rgb(86, 156, 214)">format</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">YYYY</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain">MM</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain">DD</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> interval</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> The interval between data points </span><span class="token keyword" style="color:rgb(86, 156, 214)">in</span><span class="token plain"> minutes</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Choose </span><span class="token keyword" style="color:rgb(86, 156, 214)">from</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">1</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">15</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">30</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">60</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">240</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">1440</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">10080</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">43200</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> exchange</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> The exchange to get data </span><span class="token keyword" style="color:rgb(86, 156, 214)">from</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> vs_currency</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Quote Currency </span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">Defaults to usdt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> end_date</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(86, 156, 214)">or</span><span class="token plain"> datetime</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> optional</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> End date to get data </span><span class="token keyword" style="color:rgb(86, 156, 214)">from</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(86, 156, 214)">with</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain"> datetime </span><span class="token keyword" style="color:rgb(86, 156, 214)">or</span><span class="token plain"> string </span><span class="token builtin" style="color:rgb(86, 156, 214)">format</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">YYYY</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain">MM</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain">DD</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> source</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> The source of the data</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Choose </span><span class="token keyword" style="color:rgb(86, 156, 214)">from</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> CCXT</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> CoinGecko</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> 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"> Returns</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> pd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">DataFrame</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Dataframe consisting of price </span><span class="token keyword" style="color:rgb(86, 156, 214)">and</span><span class="token plain"> volume data</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><details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary><code>CCXT Exchange List</code> <code>(expand to see list of exchanges supported by CCXT)</code></summary><div><div class="collapsibleContent_i85q"><table><thead><tr><th></th><th align="right">Exchange</th></tr></thead><tbody><tr><td></td><td align="right">aax</td></tr><tr><td></td><td align="right">ascendex</td></tr><tr><td></td><td align="right">bequant</td></tr><tr><td></td><td align="right">bibox</td></tr><tr><td></td><td align="right">bigone</td></tr><tr><td></td><td align="right">binance</td></tr><tr><td></td><td align="right">binancecoinm</td></tr><tr><td></td><td align="right">binanceus</td></tr><tr><td></td><td align="right">binanceusdm</td></tr><tr><td></td><td align="right">bit2c</td></tr><tr><td></td><td align="right">bitbank</td></tr><tr><td></td><td align="right">bitbay</td></tr><tr><td></td><td align="right">bitcoincom</td></tr><tr><td></td><td align="right">bitfinex</td></tr><tr><td></td><td align="right">bitfinex2</td></tr><tr><td></td><td align="right">bitflyer</td></tr><tr><td></td><td align="right">bitforex</td></tr><tr><td></td><td align="right">bitget</td></tr><tr><td></td><td align="right">bithumb</td></tr><tr><td></td><td align="right">bitmart</td></tr><tr><td></td><td align="right">bitmex</td></tr><tr><td></td><td align="right">bitopro</td></tr><tr><td></td><td align="right">bitpanda</td></tr><tr><td></td><td align="right">bitrue</td></tr><tr><td></td><td align="right">bitso</td></tr><tr><td></td><td align="right">bitstamp</td></tr><tr><td></td><td align="right">bitstamp1</td></tr><tr><td></td><td align="right">bittrex</td></tr><tr><td></td><td align="right">bitvavo</td></tr><tr><td></td><td align="right">bkex</td></tr><tr><td></td><td align="right">bl3p</td></tr><tr><td></td><td align="right">btcalpha</td></tr><tr><td></td><td align="right">btcbox</td></tr><tr><td></td><td align="right">btcex</td></tr><tr><td></td><td align="right">btcmarkets</td></tr><tr><td></td><td align="right">btctradeua</td></tr><tr><td></td><td align="right">btcturk</td></tr><tr><td></td><td align="right">buda</td></tr><tr><td></td><td align="right">bw</td></tr><tr><td></td><td align="right">bybit</td></tr><tr><td></td><td align="right">bytetrade</td></tr><tr><td></td><td align="right">cex</td></tr><tr><td></td><td align="right">coinbaseprime</td></tr><tr><td></td><td align="right">coinbasepro</td></tr><tr><td></td><td align="right">coincheck</td></tr><tr><td></td><td align="right">coinex</td></tr><tr><td></td><td align="right">coinfalcon</td></tr><tr><td></td><td align="right">coinmate</td></tr><tr><td></td><td align="right">coinone</td></tr><tr><td></td><td align="right">coinspot</td></tr><tr><td></td><td align="right">crex24</td></tr><tr><td></td><td align="right">cryptocom</td></tr><tr><td></td><td align="right">currencycom</td></tr><tr><td></td><td align="right">delta</td></tr><tr><td></td><td align="right">deribit</td></tr><tr><td></td><td align="right">digifinex</td></tr><tr><td></td><td align="right">eqonex</td></tr><tr><td></td><td align="right">exmo</td></tr><tr><td></td><td align="right">flowbtc</td></tr><tr><td></td><td align="right">fmfwio</td></tr><tr><td></td><td align="right">ftx</td></tr><tr><td></td><td align="right">ftxus</td></tr><tr><td></td><td align="right">gate</td></tr><tr><td></td><td align="right">gateio</td></tr><tr><td></td><td align="right">gemini</td></tr><tr><td></td><td align="right">hitbtc</td></tr><tr><td></td><td align="right">bitbtc3</td></tr><tr><td></td><td align="right">hollaex</td></tr><tr><td></td><td align="right">huobi</td></tr><tr><td></td><td align="right">huobijp</td></tr><tr><td></td><td align="right">idex</td></tr><tr><td></td><td align="right">independentreserve</td></tr><tr><td></td><td align="right">indodax</td></tr><tr><td></td><td align="right">itbit</td></tr><tr><td></td><td align="right">kraken</td></tr><tr><td></td><td align="right">kucoin</td></tr><tr><td></td><td align="right">kucoinfutures</td></tr><tr><td></td><td align="right">kuna</td></tr><tr><td></td><td align="right">latoken</td></tr><tr><td></td><td align="right">lbank</td></tr><tr><td></td><td align="right">lbank2</td></tr><tr><td></td><td align="right">liquid</td></tr><tr><td></td><td align="right">luno</td></tr><tr><td></td><td align="right">lykke</td></tr><tr><td></td><td align="right">mercado</td></tr><tr><td></td><td align="right">mexc</td></tr><tr><td></td><td align="right">mexc3</td></tr><tr><td></td><td align="right">ndax</td></tr><tr><td></td><td align="right">novadax</td></tr><tr><td></td><td align="right">oceanex</td></tr><tr><td></td><td align="right">okcoin</td></tr><tr><td></td><td align="right">okex</td></tr><tr><td></td><td align="right">okex5</td></tr><tr><td></td><td align="right">okx</td></tr><tr><td></td><td align="right">paymium</td></tr><tr><td></td><td align="right">phemex</td></tr><tr><td></td><td align="right">poloniex</td></tr><tr><td></td><td align="right">probit</td></tr><tr><td></td><td align="right">qtrade</td></tr><tr><td></td><td align="right">ripio</td></tr><tr><td></td><td align="right">stex</td></tr><tr><td></td><td align="right">therock</td></tr><tr><td></td><td align="right">tidebit</td></tr><tr><td></td><td align="right">tidex</td></tr><tr><td></td><td align="right">timex</td></tr><tr><td></td><td align="right">tokocrypto</td></tr><tr><td></td><td align="right">upbit</td></tr><tr><td></td><td align="right">wavesexchange</td></tr><tr><td></td><td align="right">whitebit</td></tr><tr><td></td><td align="right">woo</td></tr><tr><td></td><td align="right">yobit</td></tr><tr><td></td><td align="right">zaif</td></tr><tr><td></td><td align="right">zb</td></tr><tr><td></td><td align="right">zipmex</td></tr><tr><td></td><td align="right">zonda</td></tr></tbody></table></div></div></details><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">eth_df </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">load</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;ETH&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> source </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;CCXT&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> exchange </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;binance&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">eth_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="left">date</th><th align="right">Open</th><th align="right">High</th><th align="right">Low</th><th align="right">Close</th><th align="right">Volume</th></tr></thead><tbody><tr><td align="left">2022-11-14 00:00:00</td><td align="right">1221.5</td><td align="right">1291.2</td><td align="right">1171.13</td><td align="right">1243.28</td><td align="right">934742</td></tr><tr><td align="left">2022-11-15 00:00:00</td><td align="right">1243.29</td><td align="right">1291</td><td align="right">1234.01</td><td align="right">1253.23</td><td align="right">632826</td></tr><tr><td align="left">2022-11-16 00:00:00</td><td align="right">1253.22</td><td align="right">1268.67</td><td align="right">1187.06</td><td align="right">1216.17</td><td align="right">673340</td></tr><tr><td align="left">2022-11-17 00:00:00</td><td align="right">1216.16</td><td align="right">1228.22</td><td align="right">1181.05</td><td align="right">1200.43</td><td align="right">530537</td></tr><tr><td align="left">2022-11-18 00:00:00</td><td align="right">1200.42</td><td align="right">1234</td><td align="right">1199.18</td><td align="right">1206.11</td><td align="right">306400</td></tr></tbody></table><p>Adding the <code>interval</code> argument allows for intraday data or weekly/monthly periods to be loaded.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">eth_df </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">load</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;ETH&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> source </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;CCXT&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> exchange </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;binance&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> interval </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;30&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">eth_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">3</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="left">date</th><th align="right">Open</th><th align="right">High</th><th align="right">Low</th><th align="right">Close</th><th align="right">Volume</th></tr></thead><tbody><tr><td align="left">2022-11-18 17:00:00</td><td align="right">1207.44</td><td align="right">1208.35</td><td align="right">1200.36</td><td align="right">1205.35</td><td align="right">11359.4</td></tr><tr><td align="left">2022-11-18 17:30:00</td><td align="right">1205.36</td><td align="right">1207.12</td><td align="right">1202.5</td><td align="right">1204.17</td><td align="right">5878.59</td></tr><tr><td align="left">2022-11-18 18:00:00</td><td align="right">1204.17</td><td align="right">1207.28</td><td align="right">1203.26</td><td align="right">1206.37</td><td align="right">1540.67</td></tr></tbody></table><p>Loading monthly OHLC+V data looks like this:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">eth_df </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">load</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;ETH&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> source </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;CCXT&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> exchange </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;binance&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> interval </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;43200&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">eth_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">3</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="left">date</th><th align="right">Open</th><th align="right">High</th><th align="right">Low</th><th align="right">Close</th><th align="right">Volume</th></tr></thead><tbody><tr><td align="left">2022-09-01 00:00:00</td><td align="right">1554.11</td><td align="right">1789</td><td align="right">1220</td><td align="right">1328.72</td><td align="right">2.25453e+07</td></tr><tr><td align="left">2022-10-01 00:00:00</td><td align="right">1328.71</td><td align="right">1663.06</td><td align="right">1190</td><td align="right">1572.69</td><td align="right">1.67681e+07</td></tr><tr><td align="left">2022-11-01 00:00:00</td><td align="right">1572.69</td><td align="right">1680</td><td align="right">1073.53</td><td align="right">1204.78</td><td align="right">1.6707e+07</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="candles">Candles<a href="#candles" class="hash-link" aria-label="Direct link to Candles" title="Direct link to Candles">​</a></h3><p>A loaded DataFrame is used as the input for the <code>candles</code> function:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">candle</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">eth_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/202791587-d69c7568-69ff-46b3-b41f-146ed8796f7e.png" alt="openbb.crypto.candle" title="openbb.crypto.candle" class="img_ev3q"></p><p>Notice that the chart has no title. It can be added using the <code>title</code> argument.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">candles</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">eth_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> title </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;ETH/USDT (Monthly)&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/202791726-b4a775d9-5a00-4d92-8fbc-bd26aeff62d2.png" alt="openbb.crypto.candle" title="openbb.crypto.candle" class="img_ev3q"></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="find">Find<a href="#find" class="hash-link" aria-label="Direct link to Find" title="Direct link to Find">​</a></h3><p>Find similar coins by name, symbol, or ID.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">results </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">find</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> query </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;Genesis&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> source </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;CoinPaprika&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> key </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;name&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">results</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">head</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="right"></th><th align="left">name</th><th align="right">rank</th><th align="left">id</th><th align="left">symbol</th><th align="left">type</th></tr></thead><tbody><tr><td align="right">0</td><td align="left">Gnosis</td><td align="right">124</td><td align="left">gno-gnosis</td><td align="left">GNO</td><td align="left">token</td></tr><tr><td align="right">1</td><td align="left">Gene</td><td align="right">4696</td><td align="left">gene-gene</td><td align="left">GENE</td><td align="left">token</td></tr><tr><td align="right">2</td><td align="left">Nemesis</td><td align="right">4246</td><td align="left">nms-nemesis</td><td align="left">NMS</td><td align="left">token</td></tr><tr><td align="right">3</td><td align="left">Genesis Token</td><td align="right">7763</td><td align="left">gent-genesis-token</td><td align="left">GENT</td><td align="left">token</td></tr><tr><td align="right">4</td><td align="left">Alpha Genesis</td><td align="right">4732</td><td align="left">agen-alpha-genesis</td><td align="left">AGEN</td><td align="left">token</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="active-addresses">Active Addresses<a href="#active-addresses" class="hash-link" aria-label="Direct link to Active Addresses" title="Direct link to Active Addresses">​</a></h3><p>Get the historical number of active wallet addresses for a token with: <code>openbb.crypto.dd.active</code>.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">active_eth </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">dd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">active</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">symbol </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;ETH&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> interval </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;24h&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> start_date </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;2017-09-01&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">active_eth </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> active_eth</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">reset_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">active_eth</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">rename</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">columns </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">{</span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;v&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;Active Addresses&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;t&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;Date&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> inplace </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token boolean">True</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">active_eth</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">set_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">keys </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;Date&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> inplace </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token boolean">True</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">active_eth</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="left">Date</th><th align="right">Active Addresses</th></tr></thead><tbody><tr><td align="left">2022-11-13 00:00:00</td><td align="right">426441</td></tr><tr><td align="left">2022-11-14 00:00:00</td><td align="right">474868</td></tr><tr><td align="left">2022-11-15 00:00:00</td><td align="right">469880</td></tr><tr><td align="left">2022-11-16 00:00:00</td><td align="right">448492</td></tr><tr><td align="left">2022-11-17 00:00:00</td><td align="right">463467</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="trades">Trades<a href="#trades" class="hash-link" aria-label="Direct link to Trades" title="Direct link to Trades">​</a></h3><p>Get trade-level data from a specific exchange with: <code>openbb.crypto.dd.trades</code></p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">trades_ethusdt </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">dd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">trades</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">exchange_id </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;binance&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> symbol </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;ETH&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> to_symbol </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;USDT&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">trades_ethusdt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="right"></th><th align="left">Date</th><th align="right">Price</th><th align="right">Amount</th><th align="right">Cost</th><th align="left">Side</th></tr></thead><tbody><tr><td align="right">495</td><td align="left">2022-11-18 19:16:15.959000+00:00</td><td align="right">1204.02</td><td align="right">2.7033</td><td align="right">3254.83</td><td align="left">buy</td></tr><tr><td align="right">496</td><td align="left">2022-11-18 19:16:15.959000+00:00</td><td align="right">1204.03</td><td align="right">1.1769</td><td align="right">1417.02</td><td align="left">buy</td></tr><tr><td align="right">497</td><td align="left">2022-11-18 19:16:15.981000+00:00</td><td align="right">1204.03</td><td align="right">5.0493</td><td align="right">6079.51</td><td align="left">buy</td></tr><tr><td align="right">498</td><td align="left">2022-11-18 19:16:15.981000+00:00</td><td align="right">1204.07</td><td align="right">2.1126</td><td align="right">2543.72</td><td align="left">buy</td></tr><tr><td align="right">499</td><td align="left">2022-11-18 19:16:15.981000+00:00</td><td align="right">1204.08</td><td align="right">5.2811</td><td align="right">6358.87</td><td align="left">buy</td></tr></tbody></table><p>Use the <code>exchange_id</code> argument to return data from other venues, such as CoinBase.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">trades_ethusdt </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">dd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">trades</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">exchange_id </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;coinbaseprime&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> symbol </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;ETH&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> to_symbol </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;USDT&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">trades_ethusdt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="right"></th><th align="left">Date</th><th align="right">Price</th><th align="right">Amount</th><th align="right">Cost</th><th align="left">Side</th></tr></thead><tbody><tr><td align="right">995</td><td align="left">2022-11-18 19:20:15.176000+00:00</td><td align="right">1204.65</td><td align="right">3.89878</td><td align="right">4696.67</td><td align="left">sell</td></tr><tr><td align="right">996</td><td align="left">2022-11-18 19:20:29.524000+00:00</td><td align="right">1204.78</td><td align="right">0.41545</td><td align="right">500.526</td><td align="left">buy</td></tr><tr><td align="right">997</td><td align="left">2022-11-18 19:20:29.931000+00:00</td><td align="right">1204.78</td><td align="right">6.2e-07</td><td align="right">0.000746964</td><td align="left">buy</td></tr><tr><td align="right">998</td><td align="left">2022-11-18 19:20:32.263000+00:00</td><td align="right">1205.03</td><td align="right">0.41536</td><td align="right">500.521</td><td align="left">buy</td></tr><tr><td align="right">999</td><td align="left">2022-11-18 19:20:32.274000+00:00</td><td align="right">1205.03</td><td align="right">3.05e-06</td><td align="right">0.00367534</td><td align="left">buy</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="coin_list">Coin_List<a href="#coin_list" class="hash-link" aria-label="Direct link to Coin_List" title="Direct link to Coin_List">​</a></h3><p>Retrieve a list of all coins available from CoinPaprika with: <code>openbb.crypto.ov.coin_list()</code></p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">coins </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ov</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">coin_list</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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">coins</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">head</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">10</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="right"></th><th align="right">rank</th><th align="left">id</th><th align="left">name</th><th align="left">symbol</th><th align="left">type</th></tr></thead><tbody><tr><td align="right">0</td><td align="right">1</td><td align="left">btc-bitcoin</td><td align="left">Bitcoin</td><td align="left">BTC</td><td align="left">coin</td></tr><tr><td align="right">1</td><td align="right">2</td><td align="left">eth-ethereum</td><td align="left">Ethereum</td><td align="left">ETH</td><td align="left">coin</td></tr><tr><td align="right">2</td><td align="right">3</td><td align="left">usdt-tether</td><td align="left">Tether</td><td align="left">USDT</td><td align="left">token</td></tr><tr><td align="right">3</td><td align="right">4</td><td align="left">usdc-usd-coin</td><td align="left">USD Coin</td><td align="left">USDC</td><td align="left">token</td></tr><tr><td align="right">4</td><td align="right">5</td><td align="left">bnb-binance-coin</td><td align="left">Binance Coin</td><td align="left">BNB</td><td align="left">coin</td></tr><tr><td align="right">5</td><td align="right">6</td><td align="left">busd-binance-usd</td><td align="left">Binance USD</td><td align="left">BUSD</td><td align="left">token</td></tr><tr><td align="right">6</td><td align="right">7</td><td align="left">xrp-xrp</td><td align="left">XRP</td><td align="left">XRP</td><td align="left">coin</td></tr><tr><td align="right">7</td><td align="right">8</td><td align="left">doge-dogecoin</td><td align="left">Dogecoin</td><td align="left">DOGE</td><td align="left">coin</td></tr><tr><td align="right">8</td><td align="right">9</td><td align="left">ada-cardano</td><td align="left">Cardano</td><td align="left">ADA</td><td align="left">coin</td></tr><tr><td align="right">9</td><td align="right">10</td><td align="left">hex-hex</td><td align="left">HEX</td><td align="left">HEX</td><td align="left">token</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="baas-historical-bid-ask-average-spread">BAAS (Historical Bid-Ask Average Spread)<a href="#baas-historical-bid-ask-average-spread" class="hash-link" aria-label="Direct link to BAAS (Historical Bid-Ask Average Spread)" title="Direct link to BAAS (Historical Bid-Ask Average Spread)">​</a></h3><p>Measure liquidity over time for an asset with: <code>openbb.crypto.onchain.baas</code></p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">onchain</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">baas</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">symbol </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;ETH&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> to_symbol </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;USDT&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="right"></th><th align="left">Date</th><th align="left">Base currency</th><th align="left">Quote currency</th><th align="right">Daily spread</th><th align="right">Average bid price</th><th align="right">Average ask price</th></tr></thead><tbody><tr><td align="right">0</td><td align="left">2022-11-08</td><td align="left">ETH</td><td align="left">USDT</td><td align="right">26.7961</td><td align="right">1480.72</td><td align="right">1453.93</td></tr><tr><td align="right">1</td><td align="left">2022-11-09</td><td align="left">ETH</td><td align="left">USDT</td><td align="right">87.9466</td><td align="right">1255.58</td><td align="right">1167.63</td></tr><tr><td align="right">2</td><td align="left">2022-11-10</td><td align="left">ETH</td><td align="left">USDT</td><td align="right">24.8262</td><td align="right">1248.8</td><td align="right">1273.62</td></tr><tr><td align="right">3</td><td align="left">2022-11-11</td><td align="left">ETH</td><td align="left">USDT</td><td align="right">365.65</td><td align="right">877.792</td><td align="right">1243.44</td></tr><tr><td align="right">4</td><td align="left">2022-11-13</td><td align="left">ETH</td><td align="left">USDT</td><td align="right">23.2032</td><td align="right">1240.23</td><td align="right">1217.02</td></tr><tr><td align="right">5</td><td align="left">2022-11-14</td><td align="left">ETH</td><td align="left">USDT</td><td align="right">22.5726</td><td align="right">1221.92</td><td align="right">1199.35</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="trending">Trending<a href="#trending" class="hash-link" aria-label="Direct link to Trending" title="Direct link to Trending">​</a></h3><p>Discover trending coins on CoinGecko with: <code>openbb.crypto.disc.trending()</code></p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">disc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">trending</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="right"></th><th align="left">Symbol</th><th align="left">Name</th><th align="right">market_cap Cap Rank</th></tr></thead><tbody><tr><td align="right">0</td><td align="left">solana</td><td align="left">Solana</td><td align="right">16</td></tr><tr><td align="right">1</td><td align="left">chiliz</td><td align="left">Chiliz</td><td align="right">36</td></tr><tr><td align="right">2</td><td align="left">aptos</td><td align="left">Aptos</td><td align="right">64</td></tr><tr><td align="right">3</td><td align="left">elrond-erd-2</td><td align="left">MultiversX (Elrond)</td><td align="right">43</td></tr><tr><td align="right">4</td><td align="left">algorand</td><td align="left">Algorand</td><td align="right">29</td></tr><tr><td align="right">5</td><td align="left">matic-network</td><td align="left">Polygon</td><td align="right">10</td></tr><tr><td align="right">6</td><td align="left">media-network</td><td align="left">Media Network</td><td align="right">890</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="news">News<a href="#news" class="hash-link" aria-label="Direct link to News" title="Direct link to News">​</a></h3><p>Get crypto-focussed news with: <code>openbb.crypto.ov.news</code></p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">crypto</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ov</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">news</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">post_kind </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;news&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain">region </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;en&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> filter_</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;important&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> ascend </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token boolean">False</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</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><table><thead><tr><th align="right"></th><th align="left">published_at</th><th align="left">domain</th><th align="left">title</th><th align="right">negative_votes</th><th align="right">positive_votes</th><th align="left">link</th></tr></thead><tbody><tr><td align="right">0</td><td align="left">2022-11-18</td><td align="left">decrypt.co</td><td align="left">Edward Snowden: Sanctioning of Ethereum Mixer Tornado Cash Was</td><td align="right">0</td><td align="right">2</td><td align="left"><a href="https://cryptopanic.com/news/16935211/Edward-Snowden-Sanctioning-of-Ethereum-Mixer-Tornado-Cash-Was-Deeply-Illiberal-and-Profoundly-Authoritarian" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16935211/Edward-Snowden-Sanctioning-of-Ethereum-Mixer-Tornado-Cash-Was-Deeply-Illiberal-and-Profoundly-Authoritarian</a></td></tr><tr><td align="right"></td><td align="left"></td><td align="left"></td><td align="left">&#x27;Deeply Illiberal and Profoundly Authoritarian&#x27;</td><td align="right"></td><td align="right"></td><td align="left"></td></tr><tr><td align="right">10</td><td align="left">2022-11-18</td><td align="left">theblockcrypto.com</td><td align="left">Cardano developer Emurgo to issue fiat-pegged stablecoin called</td><td align="right">3</td><td align="right">21</td><td align="left"><a href="https://cryptopanic.com/news/16933998/Cardano-developer-Emurgo-to-issue-fiat-pegged-stablecoin-called-USDA" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16933998/Cardano-developer-Emurgo-to-issue-fiat-pegged-stablecoin-called-USDA</a></td></tr><tr><td align="right"></td><td align="left"></td><td align="left"></td><td align="left">USDA</td><td align="right"></td><td align="right"></td><td align="left"></td></tr><tr><td align="right">1</td><td align="left">2022-11-18</td><td align="left">beincrypto.com</td><td align="left">SHIB Army Remains Positive as Memecoin Social Sentiment Index</td><td align="right">0</td><td align="right">3</td><td align="left"><a href="https://cryptopanic.com/news/16935115/SHIB-Army-Remains-Positive-as-Memecoin-Social-Sentiment-Index-Remains-Positive" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16935115/SHIB-Army-Remains-Positive-as-Memecoin-Social-Sentiment-Index-Remains-Positive</a></td></tr><tr><td align="right"></td><td align="left"></td><td align="left"></td><td align="left">Remains Positive</td><td align="right"></td><td align="right"></td><td align="left"></td></tr><tr><td align="right">17</td><td align="left">2022-11-18</td><td align="left">u.today</td><td align="left">Is El Salvador&#x27;s President&#x27;s Decision to Buy One Bitcoin per Day a</td><td align="right">2</td><td align="right">48</td><td align="left"><a href="https://cryptopanic.com/news/16925762/Is-El-Salvadors-Presidents-Decision-to-Buy-One-Bitcoin-per-Day-a-Good-Idea" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16925762/Is-El-Salvadors-Presidents-Decision-to-Buy-One-Bitcoin-per-Day-a-Good-Idea</a></td></tr><tr><td align="right"></td><td align="left"></td><td align="left"></td><td align="left">Good Idea?</td><td align="right"></td><td align="right"></td><td align="left"></td></tr><tr><td align="right">15</td><td align="left">2022-11-18</td><td align="left">dailyhodl.com</td><td align="left">‘Secret’ Altcoin Goes Parabolic After Rumors of European Ban on</td><td align="right">0</td><td align="right">3</td><td align="left"><a href="https://cryptopanic.com/news/16925942/Secret-Altcoin-Goes-Parabolic-After-Rumors-of-European-Ban-on-Privacy-Coins-Swirl" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16925942/Secret-Altcoin-Goes-Parabolic-After-Rumors-of-European-Ban-on-Privacy-Coins-Swirl</a></td></tr><tr><td align="right"></td><td align="left"></td><td align="left"></td><td align="left">Privacy Coins Swirl</td><td align="right"></td><td align="right"></td><td align="left"></td></tr><tr><td align="right">74</td><td align="left">2022-11-15</td><td align="left">cryptopotato.com</td><td align="left">OKX Announces $100 Million Fund to Support Distressed Projects</td><td align="right">0</td><td align="right">4</td><td align="left"><a href="https://cryptopanic.com/news/16903760/OKX-Announces-100-Million-Fund-to-Support-Distressed-Projects-Following-FTX-Crash-Report" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16903760/OKX-Announces-100-Million-Fund-to-Support-Distressed-Projects-Following-FTX-Crash-Report</a></td></tr><tr><td align="right"></td><td align="left"></td><td align="left"></td><td align="left">Following FTX Crash (Report)</td><td align="right"></td><td align="right"></td><td align="left"></td></tr><tr><td align="right">73</td><td align="left">2022-11-15</td><td align="left">cointelegraph.com</td><td align="left">Thousands petition for congressional investigation of alleged</td><td align="right">1</td><td align="right">36</td><td align="left"><a href="https://cryptopanic.com/news/16904296/Thousands-petition-for-congressional-investigation-of-alleged-GenslerSBF-links" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16904296/Thousands-petition-for-congressional-investigation-of-alleged-GenslerSBF-links</a></td></tr><tr><td align="right"></td><td align="left"></td><td align="left"></td><td align="left">Gensler–SBF links</td><td align="right"></td><td align="right"></td><td align="left"></td></tr><tr><td align="right">72</td><td align="left">2022-11-15</td><td align="left">cryptonews.com</td><td align="left">XRP Price Forecast as XRP Pumps 9%, Becomes Top Performer</td><td align="right">0</td><td align="right">13</td><td align="left"><a href="https://cryptopanic.com/news/16904392/XRP-Price-Forecast-as-XRP-Pumps-9-Becomes-Top-Performer" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16904392/XRP-Price-Forecast-as-XRP-Pumps-9-Becomes-Top-Performer</a></td></tr><tr><td align="right">71</td><td align="left">2022-11-15</td><td align="left">theblockcrypto.com</td><td align="left">Kraken’s Ogilvie says staking adoption set to skyrocket</td><td align="right">0</td><td align="right">4</td><td align="left"><a href="https://cryptopanic.com/news/16904805/Krakens-Ogilvie-says-staking-adoption-set-to-skyrocket" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16904805/Krakens-Ogilvie-says-staking-adoption-set-to-skyrocket</a></td></tr><tr><td align="right">79</td><td align="left">2022-11-15</td><td align="left">zycrypto.com</td><td align="left">SEC vs. Ripple Case Sees New Twists And Turns As Whale Holdings In</td><td align="right">2</td><td align="right">15</td><td align="left"><a href="https://cryptopanic.com/news/16903258/SEC-vs-Ripple-Case-Sees-New-Twists-And-Turns-As-Whale-Holdings-In-XRP-Skyrocket" target="_blank" rel="noopener noreferrer">https://cryptopanic.com/news/16903258/SEC-vs-Ripple-Case-Sees-New-Twists-And-Turns-As-Whale-Holdings-In-XRP-Skyrocket</a></td></tr><tr><td align="right"></td><td align="left"></td><td align="left"></td><td align="left">XRP Skyrocket</td><td 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