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<title data-rh="true">Technical Analysis - Terminal | 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/terminal/usage/intros/common/ta"><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="Technical Analysis | OpenBB Docs"><meta data-rh="true" name="description" content="An introduction to the Technical Analysis menu of the OpenBB Terminal. This guide provides an overview of the functions and provides examples for use."><meta data-rh="true" property="og:description" content="An introduction to the Technical Analysis menu of the OpenBB Terminal. This guide provides an overview of the functions and provides examples for use."><meta data-rh="true" name="keywords" content="technical,analysis,ta,t/a,intraday,daily,indicators,signals,average,moving,exponential,rsi,fibonacci,retracement,bollinger,heltner,accumulation,distribution,obv,on-balance,volume,volatility,trend,momentum,overlap,crypto,stocks,funds,etf,etfs,realized,fx,forex"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openbb.co/terminal/usage/intros/common/ta"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/terminal/usage/intros/common/ta" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/terminal/usage/intros/common/ta" 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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itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/terminal"><span itemprop="name">OpenBB Terminal</span></a><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Usage</span><meta itemprop="position" content="2"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Intros</span><meta itemprop="position" content="3"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/terminal/usage/intros/common"><span itemprop="name">Common Menus</span></a><meta itemprop="position" content="4"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Technical Analysis</span><meta itemprop="position" content="5"></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>Technical Analysis</h1></header><p>The Technical Analysis menu offers the user a suite of tools for analyzing the technical components of an asset&#x27;s trading history. The menu can be found in most wings of the Terminal:</p><ul><li><a href="https://docs.openbb.co/terminal/usage/intros/crypto" target="_blank" rel="noopener noreferrer">Crypto</a></li><li><a href="https://docs.openbb.co/terminal/usage/intros/stocks" target="_blank" rel="noopener noreferrer">Stocks</a></li><li><a href="https://docs.openbb.co/terminal/usage/intros/etf" target="_blank" rel="noopener noreferrer">ETF</a></li><li><a href="https://docs.openbb.co/terminal/usage/intros/forex" target="_blank" rel="noopener noreferrer">Forex</a></li></ul><p>The commands are divided by categories that define their purpose for general-use:</p><ul><li>Overlap - Moving averages</li><li>Momentum - Oscillating signals</li><li>Trend - Directional strength</li><li>Volatility - Width of the price bands</li><li>Volume - Singling out volume</li><li>Custom - Multiple indicators and Fibonacci retracements</li></ul><p>All commands in this menu will rely on the interval and window chosen when loading an asset for analysis. Refer to the directory tree on the left side of the page, <a href="https://docs.openbb.co/terminal/reference" target="_blank" rel="noopener noreferrer">here</a>, for information on individual commands. To get a better understanding of what these features are, and the formulas behind them, a number of sources should be consulted; but, a good starting point is <a href="https://www.investopedia.com/terms/t/technicalanalysis.asp" target="_blank" rel="noopener noreferrer">Investopedia</a>. The menu employs the <a href="https://github.com/twopirllc/pandas-ta" target="_blank" rel="noopener noreferrer">Pandas-TA Library</a>. Submit a <a href="https://openbb.co/request-a-feature" target="_blank" rel="noopener noreferrer">feature request</a> to let us know which indicators we should add next!</p><h3 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></h3><p>To begin, enter the menu from one of the menus listed above by entering <code>ta</code>. For demonstration purposes, we will use <code>QQQ</code> as the ticker. Let&#x27;s grab some data!</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">/stocks/load QQQ/ta</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><p>The block above loads daily QQQ historical prices and volume, then enters the Technical Analysis menu. The table below lists all the available analysis functions.</p><table><thead><tr><th align="left">Function Key</th><th align="left">Type</th><th align="right">Description</th></tr></thead><tbody><tr><td align="left">load</td><td align="left">-</td><td align="right">Load a new ticker for analysis.</td></tr><tr><td align="left">ema</td><td align="left">Overlap</td><td align="right">Exponential Moving Average.</td></tr><tr><td align="left">hma</td><td align="left">Overlap</td><td align="right">Hull Moving Average.</td></tr><tr><td align="left">sma</td><td align="left">Overlap</td><td align="right">Simple Moving Average.</td></tr><tr><td align="left">wma</td><td align="left">Overlap</td><td align="right">Weighted Moving Average.</td></tr><tr><td align="left">vwap</td><td align="left">Overlap</td><td align="right">Volume Weighted Average Price.</td></tr><tr><td align="left">zlma</td><td align="left">Overlap</td><td align="right">Zero-Lag Moving Average.</td></tr><tr><td align="left">cci</td><td align="left">Momentum</td><td align="right">Commodity Channel Index.</td></tr><tr><td align="left">cg</td><td align="left">Momentum</td><td align="right">Center of Gravity.</td></tr><tr><td align="left">clenow</td><td align="left">Momentum</td><td align="right">Clenow Volatility Adjusted Momentum.</td></tr><tr><td align="left">demark</td><td align="left">Momentum</td><td align="right">Tom Demark&#x27;s Sequential Indicator.</td></tr><tr><td align="left">macd</td><td align="left">Momentum</td><td align="right">Moving Average Convergence/Divergence.</td></tr><tr><td align="left">fisher</td><td align="left">Momentum</td><td align="right">Fisher Transform.</td></tr><tr><td align="left">rsi</td><td align="left">Momentum</td><td align="right">Relative Strength Index.</td></tr><tr><td align="left">stoch</td><td align="left">Momentum</td><td align="right">Stochastic Oscillator.</td></tr><tr><td align="left">adx</td><td align="left">Trend</td><td align="right">Average Directional Movement Index.</td></tr><tr><td align="left">aroon</td><td align="left">Trend</td><td align="right">Aroon Indicator.</td></tr><tr><td align="left">atr</td><td align="left">Volatility</td><td align="right">Average True Range.</td></tr><tr><td align="left">bbands</td><td align="left">Volatility</td><td align="right">Bollinger Bands.</td></tr><tr><td align="left">cones</td><td align="left">Volatility</td><td align="right">Realized Volatility Cones.</td></tr><tr><td align="left">donchian</td><td align="left">Volatility</td><td align="right">Donchian Channels.</td></tr><tr><td align="left">kc</td><td align="left">Volatility</td><td align="right">Keltner Channels.</td></tr><tr><td align="left">ad</td><td align="left">Volume</td><td align="right">Accumulation/Distribution Line.</td></tr><tr><td align="left">adosc</td><td align="left">Volume</td><td align="right">Chaikin Oscillator.</td></tr><tr><td align="left">obv</td><td align="left">Volume</td><td align="right">On-Balance Volume.</td></tr><tr><td align="left">fib</td><td align="left">Custom</td><td align="right">Fibonacci Retracement.</td></tr><tr><td align="left">multi</td><td align="left">Custom</td><td align="right">Plot multiple indicators on the same chart.</td></tr></tbody></table><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Some functions will not be compatible with intraday data and some may be designed specifically for a daily window. Interval labels on charts may still be described as &quot;days&quot; when the time series interval is intraday. Consult the help dialogue, by attaching <code>-h</code> to a command, for a reminder of the adjustable parameters.</p></div></div><p>With some daily data now loaded, let&#x27;s look at some charts!</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="moving-averages">Moving Averages<a href="#moving-averages" class="hash-link" aria-label="Direct link to Moving Averages" title="Direct link to Moving Averages">​</a></h3><p>There are five types of moving averages available, they are grouped into the <code>Overlay</code> category. It is possible to overlay multiple windows of time for each one, and it is also possible to overlay multiple versions of moving average.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="single-ma-type">Single MA Type<a href="#single-ma-type" class="hash-link" aria-label="Direct link to Single MA Type" title="Direct link to Single MA Type">​</a></h4><p>The help dialogue will explain the differences. For example, Zero-Lag Moving Average.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">zlma -h</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg 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><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">usage: zlma [-l N_LENGTH] [-o N_OFFSET] [-h] [--export EXPORT] [--sheet-name SHEET_NAME [SHEET_NAME ...]]</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">The zero lag exponential moving average (ZLEMA) indicator was created by John Ehlers and Ric Way. The idea is do a regular exponential moving average (EMA) calculation but</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">on a de-lagged data instead of doing it on the regular data. Data is de-lagged by removing the data from &quot;lag&quot; days ago thus removing (or attempting to) the cumulative</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">effect of the moving average.</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">options:</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -l N_LENGTH, --length N_LENGTH</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Window lengths. Multiple values indicated as comma separated values. (default: [20])</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -o N_OFFSET, --offset N_OFFSET</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> offset (default: 0)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -h, --help show this help message (default: False)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --export EXPORT Export raw data into csv, json, xlsx and figure into png, jpg, pdf, svg (default: )</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --sheet-name SHEET_NAME [SHEET_NAME ...]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Name of excel sheet to save data to. Only valid for .xlsx files. (default: None)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">For more information and examples, use &#x27;about zlma&#x27; to access the related guide.</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg 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><p>For moving averages, there are two parameters: the window length and offset. Let&#x27;s examine the ZLMA at 50 and 200 days.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">zlma -l 50,200</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><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233763992-157eb965-e5ca-48d6-b621-1e6596d4f784.png" alt="ZLMA 50,200" class="img_ev3q"></p><p>Drawing a chart with the Simple Moving Average shows the overlaps occur at different points in time.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">sma -l 50,200</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><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764006-45f6e6db-aa8c-4404-8997-68f96fbbe29e.png" alt="SMA 50,200" class="img_ev3q"></p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="multiple-ma-types">Multiple MA Types<a href="#multiple-ma-types" class="hash-link" aria-label="Direct link to Multiple MA Types" title="Direct link to Multiple MA Types">​</a></h4><p>Let&#x27;s overlay the 200-day ZLMA with the 200-day SMA to see where they intersect. This is accomplished using the <code>multi</code> function.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">multi -i sma[200],zlma[200]</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><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Make note of the difference in parameters syntax. With the <code>multi</code> function, parameters for each indicator must be surrounded with square brackets <!-- -->[ ]<!-- -->.</p></div></div><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764023-26991e03-6a82-47b6-9a6b-b2013dbdfffc.png" alt="SMA/ZLMA Overlay" class="img_ev3q"></p><p>Now let&#x27;s see both 200 and 50-day moving averages.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">multi -i sma[50,200],zlma[50,200]</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><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764031-fd0375e9-f13f-43dd-b304-795168a0424b.png" alt="SMA/ZLMA Overlay" class="img_ev3q"></p><p>The last crossover point provides some confirmation of the current trend. Intraday data might reveal more. Let&#x27;s see the one-hour MAs!</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">load qqq -i 60/multi -i sma[50,200],zlma[50,200]</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><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764046-879252f8-3449-4f61-9098-6c538e130e47.png" alt="SMA/ZLMA Hourly Overlay" class="img_ev3q"></p><p>The ZLMA 50 has crossed over the SMA50, potentially signalling that the trend is near its exhaustion point. Let&#x27;s consult some other indicators using the hourly data now loaded.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="multi">multi<a href="#multi" class="hash-link" aria-label="Direct link to multi" title="Direct link to multi">​</a></h3><p>Load multiple indicators on the same chart with the <code>multi</code> command.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">load qqq -i 60 -s 2023-01-01/multi rsi,vwap,atr</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><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764057-46b82e00-0e93-4f69-a253-c74f102a5827.png" alt="multi rsi,vwap,atr" class="img_ev3q"></p><p>The help dialogue for this function provides some guidance for setting the optional arguments for each indicator.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">multi -h</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg 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><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">usage: multi [-i INDICATORS] [-h] [--export EXPORT] [--sheet-name SHEET_NAME [SHEET_NAME ...]]</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">Plot multiple indicators on the same chart separated by a comma.</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">options:</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -i INDICATORS, --indicators INDICATORS</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Indicators with optional arguments in the form of &quot;macd[12,26,9],rsi,sma[20]&quot; (default: None)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -h, --help show this help message (default: False)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --export EXPORT Export raw data into csv, json, xlsx and figure into png, jpg, pdf, svg (default: )</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --sheet-name SHEET_NAME [SHEET_NAME ...]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Name of excel sheet to save data to. Only valid for .xlsx files. (default: None)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">For more information and examples, use &#x27;about multi&#x27; to access the related guide.</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg 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><p>Making adjustments with this function requires knowing the parameters for each individual indicator. They will have sensible default values but, where there are multiple parameters, it may not be obvious which order the numbers need to be entered. Sometimes they are not even numbers, like MACD.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="macd">macd<a href="#macd" class="hash-link" aria-label="Direct link to macd" title="Direct link to macd">​</a></h3><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">macd --help</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">(🦋) /stocks/ta/ $ macd --help</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">usage: macd [--fast N_FAST] [--slow N_SLOW] [--signal N_SIGNAL] [-h] [--export EXPORT] [--sheet-name SHEET_NAME [SHEET_NAME ...]]</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">The Moving Average Convergence Divergence (MACD) is the difference between two Exponential Moving Averages. The Signal line is an Exponential Moving</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">Average of the MACD. The MACD signals trend changes and indicates the start of new trend direction. High values indicate overbought conditions, low</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">values indicate oversold conditions. Divergence with the price indicates an end to the current trend, especially if the MACD is at extreme high or low</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">values. When the MACD line crosses above the signal line a buy signal is generated. When the MACD crosses below the signal line a sell signal is</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">generated. To confirm the signal, the MACD should be above zero for a buy, and below zero for a sell.</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">options:</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --fast N_FAST The short period. (default: 12)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --slow N_SLOW The long period. (default: 26)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --signal N_SIGNAL The signal period. (default: 9)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> -h, --help show this help message (default: False)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --export EXPORT Export raw data into csv, json, xlsx and figure into png, jpg, pdf, svg (default: )</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> --sheet-name SHEET_NAME [SHEET_NAME ...]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> Name of excel sheet to save data to. Only valid for .xlsx files. (default: None)</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">For more information and examples, use &#x27;about macd&#x27; to access the related guide.</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg 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><p>The one-hour MACD generated a downward signal trend two days ago.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">load qqq -i 60 -s 2023-01-01/macd</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><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764068-521b6218-2e4f-49d2-94b3-b4806b739a56.png" alt="MACD Hourly" class="img_ev3q"></p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Clicking and dragging the mouse near the corners at each axis allows the zooming to be locked to the X or Y axis only.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="obv">obv<a href="#obv" class="hash-link" aria-label="Direct link to obv" title="Direct link to obv">​</a></h3><p>Looking at the one-minute on-balance volume of QQQ today (April 21, 2023) reveals that massive volume spike occurred at 11:04. The ceiling is now the floor.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">load qqq -i 1 -s 2023-04-21/macd</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><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764081-ade1d33f-7524-41d0-9885-911a6270a11c.png" alt="On-Balance Volume" class="img_ev3q"></p><p>The Accumulation/Distribution Line at the same one-minute interval signals in advance of the upward drift reversal, beginning to sell into the Friday close just before 14:00.</p><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764089-531dad18-d3c1-4bbb-aa6c-3c2c182f8fd3.png" alt="Accumlation Distribution" class="img_ev3q"></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="indicators-dashboard">Indicators Dashboard<a href="#indicators-dashboard" class="hash-link" aria-label="Direct link to Indicators Dashboard" title="Direct link to Indicators Dashboard">​</a></h2><p>This menu is also available as an experimental Dashboard Streamlit App.</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">/dashboards/indicators</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><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764105-85b944eb-6ff7-42c8-b2c7-f9cbdff51388.png" alt="Dashboards Menu" class="img_ev3q"></p><p><img loading="lazy" src="https://user-images.githubusercontent.com/85772166/233764115-7bfbbf8c-793e-4dbc-a8de-9f16007d68a9.png" alt="Indicators Dashboard" class="img_ev3q"></p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/OpenBB-finance/OpenBBTerminal/edit/main/website/content/terminal/usage/intros/common/ta.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col 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