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<title data-rh="true">ta.ma - Reference | OpenBB SDK 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/reference/ta/ma"><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="ma | OpenBB Docs"><meta data-rh="true" name="description" content="Comprehensive guide to the ma and ma_chart functions as part of the OpenBB technical analysis python package. These functions focus on plotting the moving average (MA) technical indicator of various types like EMA, ZLMA and SMA for a given time-series data."><meta data-rh="true" property="og:description" content="Comprehensive guide to the ma and ma_chart functions as part of the OpenBB technical analysis python package. These functions focus on plotting the moving average (MA) technical indicator of various types like EMA, ZLMA and SMA for a given time-series data."><meta data-rh="true" name="keywords" content="Technical Analysis,Moving Average,EMA,SMA,ZLMA,Pandas,Financial Data,Data Visualization,FAANG stocks,MA Chart"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openbb.co/sdk/reference/ta/ma"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/sdk/reference/ta/ma" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/sdk/reference/ta/ma" 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="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/reference"><span itemprop="name">Reference</span></a><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/sdk/reference/ta"><span itemprop="name">Ta</span></a><meta itemprop="position" content="3"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">ma</span><meta itemprop="position" content="4"></li></ul></nav><div class="theme-doc-markdown markdown"><header><h1>ma</h1></header><div class="tabs-container tabList_TRJ7"><ul role="tablist" aria-orientation="horizontal" class="_group-tab list-none -ml-7 my-6 overflow-auto"><li role="tab" tabindex="0" aria-selected="true" class="font-bold tracking-widest w-fit px-3 inline-flex py-1 uppercase border-b text-lg cursor-pointer tabItem_hGfb border-b-2 pointer-events-none">Model</li><li role="tab" tabindex="-1" aria-selected="false" class="font-bold tracking-widest w-fit px-3 inline-flex py-1 uppercase border-b text-lg cursor-pointer tabItem_hGfb">Chart</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><p>Plots MA technical indicator</p><p>Source Code: [<a href="https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/common/technical_analysis/overlap_view.py#L24" target="_blank" rel="noopener noreferrer">link</a>]</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 style="white-space:pre-wrap;overflow-wrap:anywhere" 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">ta</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ma</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> pd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">Series</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> window</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> Optional</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">List</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token builtin" style="color:rgb(86, 156, 214)">int</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><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token boolean">None</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> offset</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)">int</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">0</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> ma_type</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 operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&quot;EMA&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><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><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)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> export</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 operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> sheet_name</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> Optional</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</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><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token boolean">None</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> external_axes</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)">bool</span><span class="token plain"> </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><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="parameters">Parameters<a href="#parameters" class="hash-link" aria-label="Direct link to Parameters" title="Direct link to Parameters">​</a></h2><table><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default</th><th>Optional</th></tr></thead><tbody><tr><td>data</td><td>pd.Series</td><td>Series of prices</td><td>None</td><td>False</td></tr><tr><td>window</td><td>List<!-- -->[int]</td><td>Length of EMA window</td><td>None</td><td>True</td></tr><tr><td>offset</td><td>int</td><td>Offset variable</td><td>0</td><td>True</td></tr><tr><td>ma_type</td><td>str</td><td>Type of moving average. Either &quot;EMA&quot; &quot;ZLMA&quot; or &quot;SMA&quot;</td><td>EMA</td><td>True</td></tr><tr><td>symbol</td><td>str</td><td>Ticker</td><td></td><td>True</td></tr><tr><td>sheet_name</td><td>str</td><td>Optionally specify the name of the sheet the data is exported to.</td><td>None</td><td>True</td></tr><tr><td>export</td><td>str</td><td>Format to export data</td><td></td><td>True</td></tr><tr><td>external_axes</td><td>bool</td><td>Whether to return the figure object or not, by default False</td><td>False</td><td>True</td></tr></tbody></table><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="returns">Returns<a href="#returns" class="hash-link" aria-label="Direct link to Returns" title="Direct link to Returns">​</a></h2><p>This function does not return anything</p><hr><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><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)">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">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">stocks</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)">&quot;AAPL&quot;</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">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ta</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ma_chart</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">data</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain">df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;Adj Close&quot;</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"> symbol</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;AAPL&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> ma_type</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;EMA&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> window</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token number" style="color:rgb(181, 206, 168)">20</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)">50</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)">100</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><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)">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">spuk_index </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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">indices </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)">&quot;^SPUK&quot;</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">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ta</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ma_chart</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">data </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> spuk_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;^SPUK&quot;</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"> 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)">&quot;S&amp;P UK Index&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> ma_type </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)">&quot;EMA&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> window </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 number" style="color:rgb(181, 206, 168)">20</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)">50</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)">100</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><hr></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><p>Plots MA technical indicator</p><p>Source Code: [<a href="https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/common/technical_analysis/overlap_view.py#L24" target="_blank" rel="noopener noreferrer">link</a>]</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 style="white-space:pre-wrap;overflow-wrap:anywhere" 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">ta</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ma_chart</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> pd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">Series</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> window</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> Optional</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">List</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token builtin" style="color:rgb(86, 156, 214)">int</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><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token boolean">None</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> offset</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)">int</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">0</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> ma_type</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 operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&quot;EMA&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><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><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)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> export</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 operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> sheet_name</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> Optional</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</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><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token boolean">None</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> external_axes</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)">bool</span><span class="token plain"> </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><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="parameters-1">Parameters<a href="#parameters-1" class="hash-link" aria-label="Direct link to Parameters" title="Direct link to Parameters">​</a></h2><table><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default</th><th>Optional</th></tr></thead><tbody><tr><td>data</td><td>pd.Series</td><td>Series of prices</td><td>None</td><td>False</td></tr><tr><td>window</td><td>List<!-- -->[int]</td><td>Length of EMA window</td><td>None</td><td>True</td></tr><tr><td>offset</td><td>int</td><td>Offset variable</td><td>0</td><td>True</td></tr><tr><td>ma_type</td><td>str</td><td>Type of moving average. Either &quot;EMA&quot; &quot;ZLMA&quot; or &quot;SMA&quot;</td><td>EMA</td><td>True</td></tr><tr><td>symbol</td><td>str</td><td>Ticker</td><td></td><td>True</td></tr><tr><td>sheet_name</td><td>str</td><td>Optionally specify the name of the sheet the data is exported to.</td><td>None</td><td>True</td></tr><tr><td>export</td><td>str</td><td>Format to export data</td><td></td><td>True</td></tr><tr><td>external_axes</td><td>bool</td><td>Whether to return the figure object or not, by default False</td><td>False</td><td>True</td></tr></tbody></table><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="returns-1">Returns<a href="#returns-1" class="hash-link" aria-label="Direct link to Returns" title="Direct link to Returns">​</a></h2><p>This function does not return anything</p><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="examples-1">Examples<a href="#examples-1" class="hash-link" aria-label="Direct link to Examples" title="Direct link to Examples">​</a></h2><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)">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">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">stocks</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)">&quot;AAPL&quot;</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">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ta</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ma_chart</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">data</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain">df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;Adj Close&quot;</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"> symbol</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;AAPL&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> ma_type</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;EMA&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> window</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token number" style="color:rgb(181, 206, 168)">20</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)">50</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)">100</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><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)">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">spuk_index </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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">indices </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)">&quot;^SPUK&quot;</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">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ta</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ma_chart</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">data </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> spuk_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;^SPUK&quot;</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"> 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)">&quot;S&amp;P UK Index&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> ma_type </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)">&quot;EMA&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> window </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 number" style="color:rgb(181, 206, 168)">20</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)">50</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)">100</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><hr></div></div></div></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-02-27T18:46:50.000Z">Feb 27, 2024</time></b> by <b>James Maslek</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/sdk/reference/ta/kc"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">kc</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/sdk/reference/ta/macd"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">macd</div></a></nav></div></div><div class="col col--3"></div></div></div></main></div></div><footer class="px-4 border-t dark:border-grey-600/50 lg:px-12 py-14 bg-white dark:bg-grey-850 z-10 overflow-hidden flex flex-col gap-10 items-center justify-center"><div class="flex w-full justify-between md:flex-row"><div class="md:items-start mt-2"><a aria-label="Home" class="hover:text-grey-700 dark:text-white dark:hover:text-gray-50" href="/"><svg viewBox="0 0 170 17" width="170" height="17" fill="none" 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