Files
OpenBB/sdk/data-available/alternative.html
github-actions[bot] 8169ee5420 deploy: c0d0989728
2024-06-24 09:37:45 +00:00

55 lines
60 KiB
HTML
Raw Blame History

This file contains invisible Unicode characters

This file contains invisible Unicode characters that are indistinguishable to humans but may be processed differently by a computer. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

<!doctype html>
<html lang="en" dir="ltr" class="docs-wrapper plugin-docs plugin-id-default docs-version-current docs-doc-page docs-doc-id-sdk/data-available/alternative" data-has-hydrated="false">
<head>
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.3.2">
<title data-rh="true">Alternative - Intros - Usage | 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/data-available/alternative"><meta data-rh="true" property="og:locale" content="en"><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="Alternative | OpenBB Docs"><meta data-rh="true" name="description" content="This documentation page explains the functionalities provided by the Alternative module of the OpenBB SDK, offering programmatic access to commands within the OpenBB Terminal. It covers functions related to open source software (OSS) and Covid data, and provides examples of usage using the Python language."><meta data-rh="true" property="og:description" content="This documentation page explains the functionalities provided by the Alternative module of the OpenBB SDK, offering programmatic access to commands within the OpenBB Terminal. It covers functions related to open source software (OSS) and Covid data, and provides examples of usage using the Python language."><meta data-rh="true" name="keywords" content="OpenBB SDK,Alternative module,open source software,Covid data,programmatic access,GitHub API key,repositories statistics,global deaths,cases slope"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openbb.co/sdk/data-available/alternative"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/sdk/data-available/alternative" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/sdk/data-available/alternative" 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">
<link rel="stylesheet" href="/katex/katex.min.css"><link rel="stylesheet" href="/assets/css/styles.de2dfce3.css">
<script src="/assets/js/runtime~main.99b31435.js" defer="defer"></script>
<script src="/assets/js/main.3abd6960.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"dark")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}()</script><div id="__docusaurus"><div role="region" aria-label="Skip to main content"><a class="skipToContent_fXgn" href="#__docusaurus_skipToContent_fallback">Skip to main content</a></div><nav class="border-b border-grey-600 lg:px-12 header_docs_sdk navbar navbar--fixed-top"><div class="navbar__inner items-center"><div class="navbar__items"><div class="items-center ml-2 flex"><a href="/"><svg viewBox="0 0 271 19" width="271" height="19" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill="#fff" d="M126.316.99V14.33l-1.144-1.11-1.142-1.113-1.144-1.11-1.142-1.114-1.144-1.11-1.145-1.113-1.141-1.11-1.145-1.114-1.142-1.113-1.144-1.11-1.142-1.11-1.144-1.114H110.311v17.788H112.597V4.323l1.144 1.113 1.142 1.113 1.144 1.11 1.142 1.114 1.145 1.11 1.141 1.113 1.145 1.11 1.144 1.114 1.142 1.11 1.144 1.113 1.142 1.113 1.144 1.11 1.142 1.111h1.145V.989h-2.287ZM163.123 7.66h-2.286V.99H147.12v17.79h18.294V7.65h-2.286l-.005.01ZM149.406 6.54V3.213h9.144V7.66h-9.144V6.54Zm13.717 4.447v5.566h-13.717V9.886h13.717v1.102ZM201.057 7.66h-3.427V.99h-13.72v17.79h18.289V7.65l-1.142.01ZM186.196 6.54V3.213h9.148V7.66h-9.148V6.54Zm13.72 4.447v5.566h-13.72V9.886h13.72v1.102ZM89.662.99H73.656v17.787H91.942v-2.22H75.945V12.106H89.656V9.883H75.945V3.213H91.942V.99H89.661ZM16.02.99H.018v17.79h18.291V.99H16.02Zm0 3.336v12.23H2.301V3.213h13.72v1.113ZM52.862.99H36.86v17.79h2.286v-6.673h16.003V.977h-2.287V.99Zm0 3.336v5.565H39.146V3.213h13.716v1.113ZM226.316 10.14h-6.117v8.64h6.141l.992-1v-7l-1.016-.64Zm-.002 1.62v5.94h-5.1v-6.48h5.1v.54ZM240.447 10.14h-7.115v8.64h8.133v-8.64h-1.018Zm0 1.62v5.94h-6.1v-6.48h6.1v.54ZM254.9 10.14H247.465v8.64H255.959V17.7H248.528V11.22H255.959v-1.08H254.9ZM269.404 10.14h-7.444V15h7.448v2.701h-5.853l-1.596.005.001.535v.539h8.505V17.7h-1.061.004H263.555l6.913.066.002-.607-.002-.41-.003-.67.005-1.08h-6.248 6.248l-.002-1.08H263.024v-2.7h7.441v-1.08h-1.061Z"></path></svg></a></div></div><div class="navbar__items navbar__items--right max-sm:hidden"><div class="flex items-center"><div class="flex gap-4 mr-12 md:mr-0 ml-4"><button type="button" aria-haspopup="dialog" aria-expanded="false" aria-controls="radix-:R2d6ah:" data-state="closed" class="bg-grey-900 radix-state-open:text-white hover:border-grey-200 hover:text-grey-200 radix-state-open:border-white border -mt-[0.6px] h-[34px] w-[34px] text-grey-400 border-grey-400 rounded flex items-center justify-center"><svg viewBox="0 0 24 24" width="24" height="24" fill="none" xmlns="http://www.w3.org/2000/svg" class="w-4 h-4"><path d="M21 12.79A9 9 0 1 1 11.21 3 7 7 0 0 0 21 12.79Z" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></button></div><div class="navbarSearchContainer_Bca1"><div class="flex gap-2"><button type="button" class="DocSearch DocSearch-Button" aria-label="Search"><span class="DocSearch-Button-Container"><svg width="20" height="20" class="DocSearch-Search-Icon" viewBox="0 0 20 20" aria-hidden="true"><path d="M14.386 14.386l4.0877 4.0877-4.0877-4.0877c-2.9418 2.9419-7.7115 2.9419-10.6533 0-2.9419-2.9418-2.9419-7.7115 0-10.6533 2.9418-2.9419 7.7115-2.9419 10.6533 0 2.9419 2.9418 2.9419 7.7115 0 10.6533z" stroke="currentColor" fill="none" fill-rule="evenodd" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"></span></button><a href="https://my.openbb.co/" class="_btn-dark text-xs hover:text-black"><span class="md:hidden">Hub</span><span class="hidden md:inline">OpenBB Hub</span></a></div></div></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_z2l0"><div class="docsWrapper_hBAB"><button aria-label="Scroll back to top" class="clean-btn theme-back-to-top-button backToTopButton_sjWU" type="button"></button><div class="docRoot_UBD9"><aside class="theme-doc-sidebar-container docSidebarContainer_YfHR"><div class="sidebarViewport_aRkj"><div class="sidebar_njMd"><nav class="menu thin-scrollbar !px-10 text-sm !pb-10 mt-[40px] menu_Y1UP"><ul class="theme-doc-sidebar-menu menu__list"><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/platform">OpenBB Platform</a><button aria-label="Toggle the collapsible sidebar category &#x27;OpenBB Platform&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/cli">OpenBB Platform CLI</a><button aria-label="Toggle the collapsible sidebar category &#x27;OpenBB Platform CLI&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/bot">OpenBB Bot</a><button aria-label="Toggle the collapsible sidebar category &#x27;OpenBB Bot&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1"><span class="sidebar-divider"></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1 menuHtmlItem_PEWV menu__list-item sidebar-title">LEGACY</li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/terminal">OpenBB Terminal</a><button aria-label="Toggle the collapsible sidebar category &#x27;OpenBB Terminal&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item"><div class="menu__list-item-collapsible"><a href="#" class="menu__link menu__link--sublist menu__link--sublist-caret menu__link--active" aria-expanded="true">OpenBB SDK</a></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk">Introduction</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/installation">Installation</a></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/sdk/usage">Usage</a><button aria-label="Toggle the collapsible sidebar category &#x27;Usage&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--active" aria-expanded="true" tabindex="0" href="/sdk/data-available">Data Available</a><button aria-label="Toggle the collapsible sidebar category &#x27;Data Available&#x27;" type="button" class="clean-btn menu__caret"></button></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-3 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/sdk/data-available/stocks">Stocks</a><button aria-label="Toggle the collapsible sidebar category &#x27;Stocks&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-3 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/sdk/data-available/crypto">Crypto</a><button aria-label="Toggle the collapsible sidebar category &#x27;Crypto&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-3 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/sdk/data-available/portfolio">Portfolio</a><button aria-label="Toggle the collapsible sidebar category &#x27;Portfolio&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/sdk/data-available/alternative">Alternative</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/econometrics">Econometrics</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/economy">Economy</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/etf">ETF</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/fixedincome">Fixed Income</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/forecast">Forecast</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/forex">Forex</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/futures">Futures</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/quantitative-analysis">Quantitative Analysis</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/data-available/ta">Technical Analysis</a></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/sdk/reference">Reference</a><button aria-label="Toggle the collapsible sidebar category &#x27;Reference&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/sdk/faqs">FAQs</a><button aria-label="Toggle the collapsible sidebar category &#x27;FAQs&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/sdk/showcase">Showcase</a></li></ul></li></ul></nav></div></div></aside><main class="docMainContainer_TBSr"><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_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">OpenBB SDK</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/sdk/data-available"><span itemprop="name">Data Available</span></a><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Alternative</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>Alternative</h1></header>
<p>The Alternative module provides programmatic access to the commands from within the OpenBB Terminal. Import the OpenBB SDK module, and then access the functions similarly to how the Terminal menus are navigated. The code completion will be activated upon entering <code>.</code>, after, <code>openbb.alt</code></p>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-use">How to Use<a href="#how-to-use" class="hash-link" aria-label="Direct link to How to Use" title="Direct link to How to Use">​</a></h2>
<p>​
The examples provided below will assume that the following import block is included at the beginning of the Python script or 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)">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 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></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
<p>A brief description below highlights the main Functions and Modules available in the Alternative SDK</p>
<h3 class="anchor anchorWithStickyNavbar_LWe7" id="oss">OSS<a href="#oss" class="hash-link" aria-label="Direct link to OSS" title="Direct link to OSS">​</a></h3>
<table><thead><tr><th style="text-align:left">Path</th><th style="text-align:center">Type</th><th style="text-align:right">Description</th></tr></thead><tbody><tr><td style="text-align:left">openbb.alt.oss.top</td><td style="text-align:center">Function</td><td style="text-align:right">Get top repositories</td></tr><tr><td style="text-align:left">openbb.alt.oss.search</td><td style="text-align:center">Function</td><td style="text-align:right">Search repositories</td></tr><tr><td style="text-align:left">openbb.alt.oss.history</td><td style="text-align:center">Function</td><td style="text-align:right">Display a repo star history</td></tr><tr><td style="text-align:left">openbb.alt.oss.ross</td><td style="text-align:center">Function</td><td style="text-align:right">Startups from ross index</td></tr><tr><td style="text-align:left">openbb.alt.oss.github_data</td><td style="text-align:center">Function</td><td style="text-align:right">Get repository stats</td></tr><tr><td style="text-align:left">openbb.alt.oss.summary</td><td style="text-align:center">Function</td><td style="text-align:right">Get repository summary</td></tr></tbody></table>
<h3 class="anchor anchorWithStickyNavbar_LWe7" id="covid">Covid<a href="#covid" class="hash-link" aria-label="Direct link to Covid" title="Direct link to Covid">​</a></h3>
<table><thead><tr><th style="text-align:left">Path</th><th style="text-align:center">Type</th><th style="text-align:right">Description</th></tr></thead><tbody><tr><td style="text-align:left">openbb.alt.covid.global_deaths</td><td style="text-align:center">Function</td><td style="text-align:right">historical deaths for given country</td></tr><tr><td style="text-align:left">openbb.alt.covid.slopes</td><td style="text-align:center">Function</td><td style="text-align:right">Load cases and find slope over period</td></tr><tr><td style="text-align:left">openbb.alt.covid.stat</td><td style="text-align:center">Function</td><td style="text-align:right">Show historical cases and deaths by country</td></tr><tr><td style="text-align:left">openbb.alt.covid.global_cases</td><td style="text-align:center">Function</td><td style="text-align:right">historical cases for given country</td></tr><tr><td style="text-align:left">openbb.alt.covid.ov</td><td style="text-align:center">Function</td><td style="text-align:right">overview historical cases and deaths by country</td></tr></tbody></table>
<p>Alternatively you can print the contents of the Alternative SDK with:
​</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">alt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">covid</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token 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">alt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">oss</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>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="examples---oss">Examples - OSS<a href="#examples---oss" class="hash-link" aria-label="Direct link to Examples - OSS" title="Direct link to Examples - OSS">​</a></h2>
<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><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_BuS1"><p>To use some of the OSS SDK commands you will need a GitHub API key - you can get one <a href="https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token" target="_blank" rel="noopener noreferrer">here</a></p></div></div>
<h3 class="anchor anchorWithStickyNavbar_LWe7" id="altosstop">alt.oss.top<a href="#altosstop" class="hash-link" aria-label="Direct link to alt.oss.top" title="Direct link to alt.oss.top">​</a></h3>
<p>​
The alt.oss.top SDK command lets you display top repositories - You can pass different parameters like <code>sortby</code> <code>categories</code> and <code>limit</code> to enhance the output.
​</p>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">summary </span><span class="token operator" 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">DataFrame</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">from_dict</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">alt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">oss</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">top</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">sortby</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;stars&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> categories</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;finance&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> limit</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token number" style="color:rgb(181, 206, 168)">10</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token keyword" style="color:rgb(86, 156, 214)">print</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">summary</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 string" style="color:rgb(206, 145, 120)">&#x27;full_name&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;open_issues&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">&#x27;stargazers_count&#x27;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
<table><thead><tr><th style="text-align:left">full_name</th><th style="text-align:center">open_issues</th><th style="text-align:right">stargazers_count</th></tr></thead><tbody><tr><td style="text-align:left">vnpy/vnpy</td><td style="text-align:center">8</td><td style="text-align:right">19487</td></tr><tr><td style="text-align:left">OpenBB-finance/OpenBBTerminal</td><td style="text-align:center">149</td><td style="text-align:right">17645</td></tr><tr><td style="text-align:left">plotly/dash</td><td style="text-align:center">707</td><td style="text-align:right">17645</td></tr><tr><td style="text-align:left">waditu/tushare</td><td style="text-align:center">556</td><td style="text-align:right">11829</td></tr><tr><td style="text-align:left">wilsonfreitas/awesome-quant</td><td style="text-align:center">9</td><td style="text-align:right">10874</td></tr><tr><td style="text-align:left">microsoft/qlib</td><td style="text-align:center">232</td><td style="text-align:right">9926</td></tr><tr><td style="text-align:left">firefly-iii/firefly-iii</td><td style="text-align:center">103</td><td style="text-align:right">9228</td></tr><tr><td style="text-align:left">ranaroussi/yfinance</td><td style="text-align:center">441</td><td style="text-align:right">7938</td></tr><tr><td style="text-align:left">mrjbq7/ta-lib</td><td style="text-align:center">181</td><td style="text-align:right">7157</td></tr><tr><td style="text-align:left">QuantConnect/Lean</td><td style="text-align:center">417</td><td style="text-align:right">6773</td></tr></tbody></table>
<h3 class="anchor anchorWithStickyNavbar_LWe7" id="altosssummary">alt.oss.summary<a href="#altosssummary" class="hash-link" aria-label="Direct link to alt.oss.summary" title="Direct link to alt.oss.summary">​</a></h3>
<p>The alt.oss.summary SDK command gets you some info on a repository - You just pass the repo path and can see all kinds of interesting information.</p>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">summary </span><span class="token operator" 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">DataFrame</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">from_dict</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">alt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">oss</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">summary</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">repo</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;openbb-finance/openbbterminal&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"></span><span class="token keyword" style="color:rgb(86, 156, 214)">print</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">summary</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
<table><thead><tr><th style="text-align:left">Metric</th><th style="text-align:right">Value</th></tr></thead><tbody><tr><td style="text-align:left">Name</td><td style="text-align:right">OpenBBTerminal</td></tr><tr><td style="text-align:left">Owner</td><td style="text-align:right">OpenBB-finance</td></tr><tr><td style="text-align:left">Creation Date</td><td style="text-align:right">2020-12-20</td></tr><tr><td style="text-align:left">Last Update</td><td style="text-align:right">2022-11-17</td></tr><tr><td style="text-align:left">Topics</td><td style="text-align:right">artificial-intelligence, crypto, cryptocurrenc...</td></tr><tr><td style="text-align:left">Stars</td><td style="text-align:right">17643</td></tr><tr><td style="text-align:left">Forks</td><td style="text-align:right">1849</td></tr><tr><td style="text-align:left">Open Issues</td><td style="text-align:right">152</td></tr><tr><td style="text-align:left">Language</td><td style="text-align:right">Python</td></tr><tr><td style="text-align:left">License</td><td style="text-align:right">MIT License</td></tr><tr><td style="text-align:left">Releases</td><td style="text-align:right">10</td></tr><tr><td style="text-align:left">Last Release Downloads</td><td style="text-align:right">10201</td></tr><tr><td style="text-align:left">​</td><td style="text-align:right"></td></tr></tbody></table>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="examples---covid">Examples - Covid<a href="#examples---covid" class="hash-link" aria-label="Direct link to Examples - Covid" title="Direct link to Examples - Covid">​</a></h2>
<h3 class="anchor anchorWithStickyNavbar_LWe7" id="altcovidglobal_deaths">alt.covid.global_deaths<a href="#altcovidglobal_deaths" class="hash-link" aria-label="Direct link to alt.covid.global_deaths" title="Direct link to alt.covid.global_deaths">​</a></h3>
<p>The global_deaths command lets you check quickly the global deaths for any <code>country</code>
​</p>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">global_deaths </span><span class="token operator" 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">DataFrame</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">from_dict</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">alt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">covid</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">global_deaths</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">country</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;US&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"></span><span class="token keyword" style="color:rgb(86, 156, 214)">print</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">global_deaths</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
<table><thead><tr><th style="text-align:left">Date</th><th style="text-align:right">US</th></tr></thead><tbody><tr><td style="text-align:left">2020-01-23</td><td style="text-align:right">0.0</td></tr><tr><td style="text-align:left">2020-01-24</td><td style="text-align:right">0.0</td></tr><tr><td style="text-align:left">2020-01-25</td><td style="text-align:right">0.0</td></tr><tr><td style="text-align:left">2020-01-26</td><td style="text-align:right">0.0</td></tr><tr><td style="text-align:left">2020-01-27</td><td style="text-align:right">0.0</td></tr><tr><td style="text-align:left">...</td><td style="text-align:right">...</td></tr><tr><td style="text-align:left">2022-11-12</td><td style="text-align:right">-40.0</td></tr><tr><td style="text-align:left">2022-11-13</td><td style="text-align:right">1.0</td></tr><tr><td style="text-align:left">2022-11-14</td><td style="text-align:right">216.0</td></tr><tr><td style="text-align:left">2022-11-15</td><td style="text-align:right">387.0</td></tr><tr><td style="text-align:left">2022-11-16</td><td style="text-align:right">825.0</td></tr></tbody></table>
<h3 class="anchor anchorWithStickyNavbar_LWe7" id="altcovidslopes">alt.covid.slopes<a href="#altcovidslopes" class="hash-link" aria-label="Direct link to alt.covid.slopes" title="Direct link to alt.covid.slopes">​</a></h3>
<p>The slopes command lets you check the slopes per country</p>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">covid_slopes </span><span class="token operator" 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">DataFrame</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">from_dict</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">alt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">covid</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">slopes</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 punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token keyword" style="color:rgb(86, 156, 214)">print</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">covid_slopes</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
<table><thead><tr><th style="text-align:left">Country</th><th style="text-align:right">Slope</th></tr></thead><tbody><tr><td style="text-align:left">Japan</td><td style="text-align:right">52199.941713</td></tr><tr><td style="text-align:left">Korea, South</td><td style="text-align:right">42252.945717</td></tr><tr><td style="text-align:left">Germany</td><td style="text-align:right">40376.811123</td></tr><tr><td style="text-align:left">US</td><td style="text-align:right">38365.586207</td></tr><tr><td style="text-align:left">Taiwan*</td><td style="text-align:right">28677.574861</td></tr><tr><td style="text-align:left">France</td><td style="text-align:right">24898.053393</td></tr><tr><td style="text-align:left">Italy</td><td style="text-align:right">20608.297664</td></tr><tr><td style="text-align:left">Greece</td><td style="text-align:right">7841.223359</td></tr><tr><td style="text-align:left">Australia</td><td style="text-align:right">6222.661846</td></tr><tr><td style="text-align:left">Russia</td><td style="text-align:right">5837.264739</td></tr><tr><td style="text-align:left">Chile</td><td style="text-align:right">5792.311457</td></tr><tr><td style="text-align:left">Brazil</td><td style="text-align:right">5605.621802</td></tr><tr><td style="text-align:left">United Kingdom</td><td style="text-align:right">4755.022692</td></tr><tr><td style="text-align:left">Singapore</td><td style="text-align:right">3867.323471</td></tr><tr><td style="text-align:left">Switzerland</td><td style="text-align:right">3393.054950</td></tr><tr><td style="text-align:left">Malaysia</td><td style="text-align:right">3154.148387</td></tr><tr><td style="text-align:left">...</td><td style="text-align:right">...</td></tr></tbody></table>
<p>You can pass <code>days_back</code> <code>limit</code> and <code>ascend</code> to further drill down in your data.</p>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">covid_slopes_params </span><span class="token operator" 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">DataFrame</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">from_dict</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">alt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">covid</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">slopes</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">days_back</span><span class="token operator" style="color:rgb(212, 212, 212)">=</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"> limit</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token number" style="color:rgb(181, 206, 168)">10</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> ascend</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token boolean">True</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token keyword" style="color:rgb(86, 156, 214)">print</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">covid_slopes_params</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
<table><thead><tr><th style="text-align:left">Country</th><th style="text-align:right">Slope</th></tr></thead><tbody><tr><td style="text-align:left">Colombia</td><td style="text-align:right">-9917.200222</td></tr><tr><td style="text-align:left">Iran</td><td style="text-align:right">-4000.273415</td></tr><tr><td style="text-align:left">Slovakia</td><td style="text-align:right">-3553.934372</td></tr><tr><td style="text-align:left">Poland</td><td style="text-align:right">-563.439600</td></tr><tr><td style="text-align:left">Lebanon</td><td style="text-align:right">-364.833815</td></tr><tr><td style="text-align:left">Bangladesh</td><td style="text-align:right">-175.475640</td></tr><tr><td style="text-align:left">Albania</td><td style="text-align:right">-96.862736</td></tr><tr><td style="text-align:left">Bulgaria</td><td style="text-align:right">-39.990656</td></tr><tr><td style="text-align:left">Turkey</td><td style="text-align:right">-31.636263</td></tr><tr><td style="text-align:left">Belarus</td><td style="text-align:right">-21.939043</td></tr></tbody></table></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col"><a href="https://github.com/OpenBB-finance/OpenBBTerminal/edit/main/website/content/sdk/data-available/alternative.md" target="_blank" rel="noopener noreferrer" 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 lastUpdated_JAkA"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-06-24T09:26:37.000Z" itemprop="dateModified">Jun 24, 2024</time></b> by <b>montezdesousa</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/data-available/portfolio/po"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Portfolio Optimization</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/sdk/data-available/econometrics"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Econometrics</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_jeP5 thin-scrollbar text-sm mt-[48px] xl:max-w-[216px] theme-doc-toc-desktop"><p class="uppercase text-sm font-bold text-grey-600 dark:text-grey-200 tracking-widest mb-2">On this page</p><ul class="border-l border-grey-300 dark:border-grey-600 list-none pl-4"><li class="pb-1"><a href="#how-to-use" class="text-grey-400 capitalize !no-underline">How to Use</a><ul class="list-none ml-1 border-l border-grey-300 dark:border-grey-600 mt-2"><li class="pb-1 pl-3"><a href="#oss" class="text-grey-400 capitalize !no-underline">OSS</a></li><li class="py-1 pl-3"><a href="#covid" class="text-grey-400 capitalize !no-underline">Covid</a></li></ul></li><li class="py-1"><a href="#examples---oss" class="text-grey-400 capitalize !no-underline">Examples - OSS</a><ul class="list-none ml-1 border-l border-grey-300 dark:border-grey-600 mt-2"><li class="pb-1 pl-3"><a href="#altosstop" class="text-grey-400 capitalize !no-underline">alt.oss.top</a></li><li class="py-1 pl-3"><a href="#altosssummary" class="text-grey-400 capitalize !no-underline">alt.oss.summary</a></li></ul></li><li class="py-1"><a href="#examples---covid" class="text-grey-400 capitalize !no-underline">Examples - Covid</a><ul class="list-none ml-1 border-l border-grey-300 dark:border-grey-600 mt-2"><li class="pb-1 pl-3"><a href="#altcovidglobal_deaths" class="text-grey-400 capitalize !no-underline">alt.covid.global_deaths</a></li><li class="py-1 pl-3"><a href="#altcovidslopes" class="text-grey-400 capitalize !no-underline">alt.covid.slopes</a></li></ul></li></ul></div></div></div></div></main></div></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" xmlns="http://www.w3.org/2000/svg" class="h-[14px] w-[140px]"><path d="M106.107 1.889v11.334l-.961-.946-.959-.945-.962-.943-.959-.946-.961-.943-.962-.945-.959-.944-.961-.945-.96-.943-.961-.946-.96-.943-.96-.945H92.66V17H94.582V4.723l.96.943.96.945.961.944.96.945.961.943.959.946.962.943.961.945.959.946.962.943.959.945.961.944.96.945h.961V1.889H106.107ZM137.03 7.557h-1.921V1.889h-11.524V17h15.37V7.546h-1.92l-.005.01Zm-11.524-.946V3.773h7.683v3.78h-7.683V6.61Zm11.524 3.778v4.727h-11.524v-5.67h11.524v.943ZM168.901 7.557h-2.88V1.889h-11.526V0h-1.921v1.889h1.921V17h15.365V7.546l-.959.01Zm-12.485-.946V3.773h7.684v3.78h-7.684V6.61Zm11.526 3.778v4.727h-11.526v-5.67h11.526v.943ZM75.314 1.889H61.867V17H77.23V15.111H63.787V11.332h11.521V9.443H63.788V3.777H77.23V1.89h-1.916ZM13.444 1.889H0V17h15.367V1.889h-1.922Zm0 2.834V15.11H1.918V3.773h11.527v.95ZM44.397 1.889H30.952V17h1.92v-5.666h13.445V1.88h-1.92v.009Zm0 2.834V9.45H32.873V3.773h11.524v.95Z" fill="currentColor"></path></svg></a></div><div class="justify-end"><a class="flex h-[32px] w-[172px] rounded-md border border-grey-300 hover:bg-grey-100 dark:border-white bg-grey-100 dark:bg-white text-xs hover:no-underline" href="https://github.com/OpenBB-finance/OpenBBTerminal" target="_blank" rel="noreferrer"><span class="inline-flex w-[60%] items-center gap-x-[6px] px-3 py-2 text-grey-800"><svg viewBox="0 0 24 24" width="24" height="24" fill="none" xmlns="http://www.w3.org/2000/svg" style="margin-bottom:3px" class="h-[14.67px] w-[14.67px]"><path d="m12 1 3.263 7.439L23 9.403l-5.72 5.562L18.798 23 12 18.999 5.202 23l1.518-8.035L1 9.403l7.737-.964L12 1Z" stroke="currentColor" stroke-width="1.5" stroke-linejoin="round"></path></svg>Star us</span><span class="inline-flex w-[40%] items-center justify-center rounded-r-md bg-grey-850 text-grey-200">0</span></a></div></div><div class="flex w-full flex-col items-center justify-between gap-4 md:flex-row md:gap-0"><div class="flex flex-col items-start justify-end gap-4 self-start font-light text-grey-500 md:flex-row md:items-center"><p class="text-sm">© 2024 OpenBB</p><div class="_divider-x hidden h-[20px] border-[0.5px] md:block"></div><a href="https://openbb.co/legal/privacy-policy" target="_blank" rel="noopener noreferrer" class="text-sm dark:hover:text-white">Privacy Policy</a><div class="_divider-x hidden h-[20px] border-[0.5px] md:block"></div><a href="https://openbb.co/legal/terms-of-service" target="_blank" rel="noopener noreferrer" class="text-sm dark:hover:text-white">Terms</a></div><div class="mt-4 mb-10 grid grid-cols-4 gap-4 self-start md:my-0 md:grid-cols-7 md:self-end"><a aria-label="GitHub Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://github.com/OpenBB-finance/OpenBBTerminal"><svg width="15" height="16" viewBox="0 0 15 16" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M6 12.76c-3.333 1-3.333-1.667-4.667-2l4.667 2Zm4.667 2v-2.58a2.246 2.246 0 0 0-.627-1.74c2.094-.233 4.294-1.027 4.294-4.667 0-.93-.359-1.825-1-2.5a3.38 3.38 0 0 0-.06-2.513s-.787-.233-2.607.987a8.92 8.92 0 0 0-4.667 0C4.18.527 3.393.76 3.393.76a3.38 3.38 0 0 0-.06 2.513 3.627 3.627 0 0 0-1 2.52c0 3.614 2.2 4.407 4.294 4.667A2.248 2.248 0 0 0 6 12.18v2.58" fill="currentColor"></path><path d="M10.667 14.76v-2.58a2.246 2.246 0 0 0-.627-1.74c2.094-.233 4.294-1.027 4.294-4.667 0-.93-.359-1.825-1-2.5a3.38 3.38 0 0 0-.06-2.513s-.787-.233-2.607.987a8.92 8.92 0 0 0-4.667 0C4.18.527 3.393.76 3.393.76a3.38 3.38 0 0 0-.06 2.513 3.627 3.627 0 0 0-1 2.52c0 3.614 2.2 4.407 4.294 4.667A2.248 2.248 0 0 0 6 12.18v2.58m0-2c-3.333 1-3.333-1.667-4.667-2l4.667 2Z" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round"></path></svg></a><a aria-label="LinkedIn Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://www.linkedin.com/company/openbb-finance/"><svg viewBox="0 0 24 24" width="24" height="24" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M13 21H9V9h4v2a4.618 4.618 0 0 1 3.525-1.763A4.5 4.5 0 0 1 21 13.75V21h-4v-6.75a2.265 2.265 0 0 0-2.247-1.944A1.815 1.815 0 0 0 13 14.25V21Zm-6 0H3V9h4v12ZM5 7a2 2 0 1 1 0-4 2 2 0 0 1 0 4Z" fill="currentColor"></path></svg></a><a aria-label="Twitter Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://twitter.com/openbb_finance"><svg viewBox="0 0 24 24" width="10" height="10" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z" fill="#E7E9EA"></path></svg></a><a aria-label="Tiktok Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://www.tiktok.com/@openbb"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="24" height="24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round" class="h-5 w-5 pl-[2.5px]"><path d="M0 0h24v24H0z" stroke="none"></path><path d="M9 12a4 4 0 1 0 4 4V4a5 5 0 0 0 5 5"></path></svg></a><a aria-label="Reddit Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://www.reddit.com/r/openbb/"><svg viewBox="0 0 16 16" width="16" height="16" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M8 14.667A6.667 6.667 0 1 1 14.667 8 6.674 6.674 0 0 1 8 14.667ZM4.538 7.029a.973.973 0 0 0-.405 1.858 1.707 1.707 0 0 0 0 .292c0 1.494 1.743 2.708 3.886 2.708 2.142 0 3.886-1.214 3.886-2.708a1.857 1.857 0 0 0 0-.292.96.96 0 0 0-.432-1.825h-.035a.97.97 0 0 0-.638.271 4.744 4.744 0 0 0-2.567-.82l.434-2.08 1.425.3a.667.667 0 0 0 .735.591A.667.667 0 1 0 10.685 4a.667.667 0 0 0-.506.328L8.547 4a.207.207 0 0 0-.244.158l-.499 2.315a4.749 4.749 0 0 0-2.6.82.967.967 0 0 0-.666-.264Zm3.582 3.987h-.225a2.568 2.568 0 0 1-1.534-.515.18.18 0 0 1 .139-.294.18.18 0 0 1 .114.04c.374.274.825.421 1.289.42h.216c.457 0 .903-.143 1.274-.41a.187.187 0 0 1 .267 0 .19.19 0 0 1-.003.267v-.027a2.557 2.557 0 0 1-1.537.518v.001Zm1.418-1.63h-.01l.005-.025a.626.626 0 1 1 .49-.188.659.659 0 0 1-.462.214h-.024.001Zm-3.091-.053a.667.667 0 1 1 0-1.333.667.667 0 0 1 0 1.333Z" fill="currentColor"></path></svg></a><a aria-label="Discord Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://discord.gg/xPHTuHCmuV"><svg viewBox="0 0 16 12" width="16" height="12" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M13.38 8.836a4.375 4.375 0 0 1-2.474 1.507c.407.481.897 1.025.901 1.03 1.655.033 3.221-.688 4.193-1.929-.05-2.572-.724-5.1-1.973-7.397A7.139 7.139 0 0 0 10.194.71h-.016l-.192.203a9.52 9.52 0 0 1 3.412 1.61 11.875 11.875 0 0 0-4.125-1.217 12.415 12.415 0 0 0-2.766.025c-.065.001-.13.008-.193.019h-.04a10.98 10.98 0 0 0-3.11.801c-.493.21-.796.362-.809.368-.013.005 0 0 0-.01A10.022 10.022 0 0 1 5.96.866L5.815.714h-.009a7.142 7.142 0 0 0-3.833 1.335A16.003 16.003 0 0 0 0 9.447c.96 1.249 2.528 1.972 4.182 1.929 0 0 .517-.583.92-1.054a4.307 4.307 0 0 1-2.405-1.496c.01.006.153.096.384.213a.17.17 0 0 0 .056.04.409.409 0 0 0 .058.031 8.043 8.043 0 0 0 1.064.462c.653.24 1.33.423 2.019.548.604.106 1.217.16 1.832.16.576 0 1.15-.049 1.717-.146a9.64 9.64 0 0 0 1.986-.546 8.203 8.203 0 0 0 1.566-.752Zm-2.94-.57c-.627.05-1.224-.26-1.502-.784a1.335 1.335 0 0 1 .244-1.581 1.612 1.612 0 0 1 1.68-.363c.586.212.973.735.973 1.319.032.745-.592 1.374-1.396 1.41h.001Zm-5.001 0c-.79-.064-1.395-.676-1.395-1.41 0-.733.606-1.345 1.395-1.408.363 0 .71.138.963.38.286.276.442.645.433 1.027.033.747-.59 1.378-1.396 1.411Z" fill="currentColor"></path></svg></a><a aria-label="Youtube Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer noopener" href="https://www.youtube.com/channel/UCaeFEx-W16IuxRsHlM1ywBQ"><svg viewBox="0 0 24 24" width="24" height="24" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M22.54 6.42a2.78 2.78 0 0 0-1.94-2C18.88 4 12 4 12 4s-6.88 0-8.6.46a2.78 2.78 0 0 0-1.94 2A29 29 0 0 0 1 11.75a29 29 0 0 0 .46 5.33A2.78 2.78 0 0 0 3.4 19c1.72.46 8.6.46 8.6.46s6.88 0 8.6-.46a2.78 2.78 0 0 0 1.94-2c.313-1.732.467-3.49.46-5.25a29.005 29.005 0 0 0-.46-5.33v0Z" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path><path d="m9.75 15.017 5.75-3.27-5.75-3.27v6.54Z" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></div></div></footer></div>
</body>
</html>