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class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1 menu__list-item"><a class="menu__link" href="/sdk/showcase">Showcase</a></li></ul></nav></div></aside><main class="docMainContainer_gTbr"><div class="container 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_OVgt"><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">Using OpenBB SDK</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Intros</span><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 class="hash-link" href="#how-to-use" title="Direct link to heading"></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 class="hash-link" href="#examples" title="Direct link to heading"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="import-statements">Import Statements<a class="hash-link" href="#import-statements" title="Direct link to heading"></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 class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path 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 class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path 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 class="hash-link" href="#load" title="Direct link to heading"></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)"><</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)">></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 class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path 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 class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path 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><s |