mirror of
https://github.com/OpenBB-finance/OpenBB.git
synced 2026-10-29 05:21:48 +00:00
19 lines
113 KiB
HTML
19 lines
113 KiB
HTML
<!doctype html>
|
||
<html lang="en" dir="ltr" class="docs-wrapper docs-doc-page docs-version-current plugin-docs plugin-id-default docs-doc-id-platform/usage/financial_statements" data-has-hydrated="false">
|
||
<head>
|
||
<meta charset="UTF-8">
|
||
<meta name="generator" content="Docusaurus v2.4.3">
|
||
<title data-rh="true">Financial Statements - Usage | OpenBB Platform 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/platform/usage/financial_statements"><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="Financial Statements | OpenBB Docs"><meta data-rh="true" name="description" content="This page provides an introduction to financial statement data available in the OpenBB Platform. This includes quarterly and annual reports, along with metrics and ratios by company. This guide provides examples for using the variety of sources."><meta data-rh="true" property="og:description" content="This page provides an introduction to financial statement data available in the OpenBB Platform. This includes quarterly and annual reports, along with metrics and ratios by company. This guide provides examples for using the variety of sources."><meta data-rh="true" name="keywords" content="stocks,companies,earnings,dividends,expectations,dividend yield,analyst consensus,EPS,assets,total assets,financial statements,cash flow statement,income statement,balance sheet,ratios,quick ratio,dividends,market cap"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openbb.co/platform/usage/financial_statements"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/platform/usage/financial_statements" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/platform/usage/financial_statements" 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.22849d6d.css">
|
||
<link rel="preload" href="/assets/js/runtime~main.c0e31297.js" as="script">
|
||
<link rel="preload" href="/assets/js/main.b1ae2b5f.js" as="script">
|
||
</head>
|
||
<body class="navigation-with-keyboard">
|
||
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"dark")}()</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 hidden sm:block"><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="" 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="searchBox_ZlJk"><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"><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 docsWrapper_BCFX"><button aria-label="Scroll back to top" class="clean-btn theme-back-to-top-button backToTopButton_sjWU" type="button"></button><div class="docPage__5DB"><aside class="theme-doc-sidebar-container docSidebarContainer_b6E3"><div class="sidebarViewport_Xe31"><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"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--active" aria-expanded="true" href="/platform">OpenBB Platform</a><button aria-label="Toggle the collapsible sidebar category 'OpenBB Platform'" 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-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/platform">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="/platform/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="/platform/extensions">Extensions</a><button aria-label="Toggle the collapsible sidebar category 'Extensions'" 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="/platform/usage">Usage</a><button aria-label="Toggle the collapsible sidebar category 'Usage'" 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-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/platform/usage/rest_api">REST API</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="/platform/usage/basic_syntax">Basic Syntax</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="/platform/usage/find_symbols">Finding Symbols</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="/platform/usage/historical_prices">Historical Prices</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="/platform/usage/market_calendars">Market Calendars</a></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="/platform/usage/financial_statements">Financial Statements</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="/platform/usage/commitment_of_traders">Commitment of Traders</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="/platform/reference">Reference</a><button aria-label="Toggle the collapsible sidebar category 'Reference'" 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="/platform/data_models">Data Models</a><button aria-label="Toggle the collapsible sidebar category 'Data Models'" 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="/platform/development">Development</a><button aria-label="Toggle the collapsible sidebar category 'Development'" 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="/platform/faqs">FAQs</a><button aria-label="Toggle the collapsible sidebar category 'FAQs'" type="button" class="clean-btn menu__caret"></button></div></li></ul></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 'OpenBB Terminal'" 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 'OpenBB Bot'" 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 menu__link--sublist-caret" aria-expanded="false" href="/sdk">OpenBB SDK</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_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 Platform</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="/platform/usage"><span itemprop="name">Usage</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">Financial Statements</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>Financial Statements</h1></header><p>OpenBB Platform data extensions provide access to financial statements as quarterly or annual. There are also endpoints for ratios and other common non-GAAP metrics. Most data providers require a subscription to access all data, refer to the website of a specific provider for details on entitlements and coverage.</p><p>Financial statement functions are grouped under the <code>obb.equity.fundamental</code> module.</p><div class="theme-admonition theme-admonition-info alert alert--info admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>info</div><div class="admonitionContent_S0QG"><p>To begin, import the OpenBB Platform into a Python session:</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 </span><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> obb</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="financial-statements">Financial Statements<a href="#financial-statements" class="hash-link" aria-label="Direct link to Financial Statements" title="Direct link to Financial Statements"></a></h2><p>The typical financial statements consist of three endpoints:</p><ul><li>Balance Sheet: <code>obb.equity.fundamental.balance()</code></li><li>Income Statement: <code>obb.equity.fundamental.income()</code></li><li>Cash Flow Statement: <code>obb.equity.fundamental.cash()</code></li></ul><p>The main parameters are:</p><ul><li><code>symbol</code>: The company's ticker symbol.</li><li><code>period</code>: 'annual' or 'quarter'. Default is 'annual'.</li><li><code>limit</code>: Limit the number of results returned, from the latest. Default is 5. For perspective, 150 will go back to 1985. The amount of historical records varies by provider.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="field-names">Field Names<a href="#field-names" class="hash-link" aria-label="Direct link to Field Names" title="Direct link to Field Names"></a></h3><div class="theme-admonition theme-admonition-info alert alert--info admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>info</div><div class="admonitionContent_S0QG"><ul><li>Every data provider has their own way of parsing and organizing the three financial statements.</li><li>Items within each statement will vary by source and by the type of company reporting.</li><li>Names of line items will vary by source.</li><li>"Date" values may differ because they are from the period starting/ending or date of reporting.</li></ul></div></div><p>This example highlights how different providers will have different labels for compnay facts.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> pandas </span><span class="token keyword" style="color:rgb(86, 156, 214)">as</span><span class="token plain"> pd</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">df </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> 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 punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"yfinance"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token 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"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">balance</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"yfinance"</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)">4</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">to_df</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 string" style="color:rgb(206, 145, 120)">"TotalAssets"</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">reset_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">drop</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"fmp"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token 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"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">balance</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"fmp"</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)">4</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">to_df</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 string" style="color:rgb(206, 145, 120)">"assets"</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">convert_dtypes</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">reset_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">drop</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"intrinio"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token 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"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">balance</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"intrinio"</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)">4</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">to_df</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 string" style="color:rgb(206, 145, 120)">"total assets"</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">convert_dtypes</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">reset_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">drop</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"polygon"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token 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"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">balance</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"polygon"</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)">4</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">to_df</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 string" style="color:rgb(206, 145, 120)">"total_assets"</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">convert_dtypes</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">reset_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">drop</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">df</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="right"></th><th align="right">yfinance</th><th align="right">fmp</th><th align="right">intrinio</th><th align="right">polygon</th></tr></thead><tbody><tr><td align="right">0</td><td align="right">42779000000</td><td align="right">42779000000</td><td align="right">42779000000</td><td align="right">42779000000</td></tr><tr><td align="right">1</td><td align="right">51248000000</td><td align="right">51248000000</td><td align="right">51248000000</td><td align="right">51248000000</td></tr><tr><td align="right">2</td><td align="right">53811000000</td><td align="right">53811000000</td><td align="right">53811000000</td><td align="right">53811000000</td></tr><tr><td align="right">3</td><td align="right">53335000000</td><td align="right">53335000000</td><td align="right">53335000000</td><td align="right">53335000000</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="weighted-average-shares-outstanding">Weighted Average Shares Outstanding<a href="#weighted-average-shares-outstanding" class="hash-link" aria-label="Direct link to Weighted Average Shares Outstanding" title="Direct link to Weighted Average Shares Outstanding"></a></h3><p>This key metric will be found under the income statement. It might also be called, 'basic', and the numbers do not include authorized but unissued shares. A declining count over time is a sign that the company is returning capital to shareholders in the form of buy backs. Under ideal circumstances, it is more capital-efficient, for both company and shareholders, because distributions are double-taxed. The company pays income tax on dividends paid, and the beneficiary pays income tax again on receipt.</p><p>A company will disclose how many shares are outstanding at the end of the period as a weighted average over the reporting period - three months.</p><p>Let's take a look at Target. To make the numbers easier to read, we'll divide the entire column by one million.</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">data </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">income</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">'fmp'</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)">150</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> period</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"quarter"</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">to_df</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 punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">shares </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"weighted_average_shares_outstanding"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token operator" style="color:rgb(212, 212, 212)">/</span><span class="token number" style="color:rgb(181, 206, 168)">1000000</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>Where this data starts,</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">shares</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">head</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">1</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="left">date</th><th align="right">weighted_average_shares_outstanding</th></tr></thead><tbody><tr><td align="left">1986-07-31</td><td align="right">1168.82</td></tr></tbody></table><p>versus currently,</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">shares</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">1</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="left">date</th><th align="right">weighted_average_shares_outstanding</th></tr></thead><tbody><tr><td align="left">2023-10-31</td><td align="right">461.6</td></tr></tbody></table><p>Thirty-seven years later, the share count is approaching a two-thirds reduction. 12.2% over the past five years.</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">shares</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">pct_change</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">20</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">iloc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token number" style="color:rgb(181, 206, 168)">1</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-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">-0.12</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>In four reporting periods, 1.3 million shares have been taken out of the float.</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">shares</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">iloc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token number" style="color:rgb(181, 206, 168)">4</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain"> shares</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">iloc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token number" style="color:rgb(181, 206, 168)">1</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-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">-1.3</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>With an average closing price of $144.27, that represents approximately $190M in buy backs.</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">price </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">price</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">historical</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> start_date</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"2022-10-01"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"fmp"</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">to_df</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 punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token builtin" style="color:rgb(86, 156, 214)">round</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">price</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"close"</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">mean</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 operator" style="color:rgb(212, 212, 212)">*</span><span class="token number" style="color:rgb(181, 206, 168)">1300000</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token operator" style="color:rgb(212, 212, 212)">/</span><span class="token number" style="color:rgb(181, 206, 168)">1000000</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">2</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-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">187.55</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="dividends-paid">Dividends Paid<a href="#dividends-paid" class="hash-link" aria-label="Direct link to Dividends Paid" title="Direct link to Dividends Paid"></a></h3><p>Dividends paid is in the cash flow statement. We can calculate the amount-per-share with the reported 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">dividends </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">cash</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">'fmp'</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)">150</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> period</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"quarter"</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">to_df</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 punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"dividends_paid"</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 punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">dividends</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"shares"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> data</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)">"weighted_average_shares_outstanding"</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">dividends</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"div_per_share"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> dividends</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"dividends_paid"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token operator" style="color:rgb(212, 212, 212)">/</span><span class="token plain">dividends</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"shares"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">dividends</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"div_per_share"</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">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">4</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="left">date</th><th align="right">div_per_share</th></tr></thead><tbody><tr><td align="left">2023-01-28</td><td align="right">-1.07973</td></tr><tr><td align="left">2023-04-29</td><td align="right">-1.07833</td></tr><tr><td align="left">2023-07-29</td><td align="right">-1.08102</td></tr><tr><td align="left">2023-10-31</td><td align="right">-1.09835</td></tr></tbody></table><p>This can be compared against the real amounts paid to common share holders, as announced.</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>The dates immediately above represent the report date, dividends paid are attributed to the quarter they were paid in. The value from "2023-01-28" equates to the fourth quarter of 2022.</p></div></div><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token 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"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">dividends</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"fmp"</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">to_df</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 string" style="color:rgb(206, 145, 120)">"dividend"</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">loc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"2022-11-15"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token string" style="color:rgb(206, 145, 120)">"2023-08-15"</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><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="left">date</th><th align="right">dividend</th></tr></thead><tbody><tr><td align="left">2022-11-15</td><td align="right">1.08</td></tr><tr><td align="left">2023-02-14</td><td align="right">1.08</td></tr><tr><td align="left">2023-05-16</td><td align="right">1.08</td></tr><tr><td align="left">2023-08-15</td><td align="right">1.1</td></tr></tbody></table><p>The numbers check out, and the $2B paid to investors over four quarters is more than ten times the $190M returned through share buy backs.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="financial-attributes">Financial Attributes<a href="#financial-attributes" class="hash-link" aria-label="Direct link to Financial Attributes" title="Direct link to Financial Attributes"></a></h3><p>The <code>openbb-intrinio</code> data extension has an endpoint for extracting a single fact from financial statements. There is a helper function for looking up the correct <code>tag</code>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="search-financial-attributes">Search Financial Attributes<a href="#search-financial-attributes" class="hash-link" aria-label="Direct link to Search Financial Attributes" title="Direct link to Search Financial Attributes"></a></h4><p>Search attributes by keyword.</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">obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">search_attributes</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"marketcap"</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">head</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">1</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="right"></th><th align="left">id</th><th align="left">name</th><th align="left">tag</th><th align="left">statement_code</th><th align="left">statement_type</th><th align="left">parent_name</th><th align="right">sequence</th><th align="left">factor</th><th align="left">transaction</th><th align="left">type</th><th align="left">unit</th></tr></thead><tbody><tr><td align="right">0</td><td align="left">tag_BgkbWy</td><td align="left">Market Capitalization</td><td align="left">marketcap</td><td align="left">calculations</td><td align="left">industrial</td><td align="left"></td><td align="right">nan</td><td align="left"></td><td align="left"></td><td align="left">valuation</td><td align="left">usd</td></tr></tbody></table><p>The <code>tag</code> is what we need, in this case it is what we searched for.</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">marketcap </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">historical_attributes</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">symbol</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> tag </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">"marketcap"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> frequency</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"quarterly"</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">to_df</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 punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">marketcap</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="left">date</th><th align="right">value</th></tr></thead><tbody><tr><td align="left">2022-12-31</td><td align="right">66929627287</td></tr><tr><td align="left">2023-03-31</td><td align="right">75023699391</td></tr><tr><td align="left">2023-06-30</td><td align="right">59916953938</td></tr><tr><td align="left">2023-09-30</td><td align="right">50614370690</td></tr><tr><td align="left">2023-11-22</td><td align="right">60495000000</td></tr></tbody></table><p>Doing some quick math, and ignoring the most recent value, we can see that the market cap of Target was down nearly a quarter over the last four reporting periods.</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 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">marketcap</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">loc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"2023-09-30"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">-</span><span class="token plain"> marketcap</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">loc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"2022-12-31"</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 operator" style="color:rgb(212, 212, 212)">/</span><span class="token plain">marketcap</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">loc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"2022-12-31"</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 punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">value</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-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">-0.24</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="ratios-and-other-metrics">Ratios and Other Metrics<a href="#ratios-and-other-metrics" class="hash-link" aria-label="Direct link to Ratios and Other Metrics" title="Direct link to Ratios and Other Metrics"></a></h2><p>Other valuation functions are derivatives of the financial statements, but the data provider does the math. Values are typically ratios between line items, on a per-share basis, or as a percent growth.</p><p>This data set is where you can find EPS, FCF, P/B, EBIT, quick ratio, etc.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="quick-ratio">Quick Ratio<a href="#quick-ratio" class="hash-link" aria-label="Direct link to Quick Ratio" title="Direct link to Quick Ratio"></a></h3><p>Target's quick ratio could be one reason why its share price is losing traction against the market. Its ability to pay current obligations is not optimistically reflected in a 0.27 score, approximately 50% below the historical median.</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">ratios </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ratios</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"TGT"</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)">50</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"fmp"</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">to_df</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 punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">display</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string-interpolation string" style="color:rgb(206, 145, 120)">f"Current Quick Ratio: </span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">{</span><span class="token string-interpolation interpolation">ratios</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string-interpolation interpolation string" style="color:rgb(206, 145, 120)">'quick_ratio'</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token string-interpolation interpolation">iloc</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string-interpolation interpolation operator" style="color:rgb(212, 212, 212)">-</span><span class="token string-interpolation interpolation number" style="color:rgb(181, 206, 168)">1</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token string-interpolation string" style="color:rgb(206, 145, 120)">"</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">display</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string-interpolation string" style="color:rgb(206, 145, 120)">f"Median Quick Ratio: </span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">{</span><span class="token string-interpolation interpolation">ratios</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string-interpolation interpolation string" style="color:rgb(206, 145, 120)">'quick_ratio'</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token string-interpolation interpolation">median</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token string-interpolation interpolation punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token string-interpolation string" style="color:rgb(206, 145, 120)">"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-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">Current Quick Ratio: 0.27</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">Median Quick Ratio: 0.58</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="free-cash-flow-yield">Free Cash Flow Yield<a href="#free-cash-flow-yield" class="hash-link" aria-label="Direct link to Free Cash Flow Yield" title="Direct link to Free Cash Flow Yield"></a></h3><p>The <code>metrics</code> endpoint, with the <code>openbb-fmp</code> data extension, has a field for free cash flow yield. It is calculated by taking the free cash flow per share divided by the current share price. We could arrive at this answer by writing some code, but these types of endpoints do the work so we don't have to. This is part of the value-add that API data distributors provide, they allow you to get straight to work with data.</p><p>We'll use this endpoint to extract the data, and compare with some of Target's competition over the last ten years.</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 comment" style="color:rgb(106, 153, 85)"># List of other retail chains</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">tickers </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"COST"</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)">"BJ"</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)">"DLTR"</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)">"DG"</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)">"WMT"</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)">"BIG"</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)">"M"</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)">"KSS"</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)">"TJX"</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 comment" style="color:rgb(106, 153, 85)"># Create a dictionary of tickers and company names.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">names </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> ticker</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">overview</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">ticker</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"fmp"</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">results</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">company_name</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)">for</span><span class="token plain"> ticker </span><span class="token keyword" style="color:rgb(86, 156, 214)">in</span><span class="token plain"> tickers</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 comment" style="color:rgb(106, 153, 85)"># Create a column for each.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">fcf_yield </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 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)">for</span><span class="token plain"> ticker </span><span class="token keyword" style="color:rgb(86, 156, 214)">in</span><span class="token plain"> tickers</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"> fcf_yield</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">names</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">ticker</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token 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"> obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">equity</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">fundamental</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">metrics</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">ticker</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"fmp"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> period</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"annual"</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"></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">to_df</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 punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">reset_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">set_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"calendar_year"</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">sort_index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">ascending</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token boolean">False</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 string" style="color:rgb(206, 145, 120)">"free_cash_flow_yield"</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">fcf_yield</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">transpose</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="left"></th><th align="right">2023</th><th align="right">2022</th><th align="right">2021</th><th align="right">2020</th><th align="right">2019</th><th align="right">2018</th><th align="right">2017</th><th align="right">2016</th><th align="right">2015</th><th align="right">2014</th></tr></thead><tbody><tr><td align="left">Costco Wholesale Corporation</td><td align="right">0.0279218</td><td align="right">0.0148596</td><td align="right">0.0265818</td><td align="right">0.0393512</td><td align="right">0.0259061</td><td align="right">0.0274379</td><td align="right">0.0608836</td><td align="right">0.00894059</td><td align="right">0.0307414</td><td align="right">0.0374833</td></tr><tr><td align="left">BJ's Wholesale Club Holdings, Inc.</td><td align="right">nan</td><td align="right">0.0447092</td><td align="right">0.0672128</td><td align="right">0.113551</td><td align="right">0.0566305</td><td align="right">0.0911069</td><td align="right">0.0261863</td><td align="right">0.0658713</td><td align="right">0.0169474</td><td align="right">nan</td></tr><tr><td align="left">Dollar Tree, Inc.</td><td align="right">nan</td><td align="right">0.010756</td><td align="right">0.013957</td><td align="right">0.075627</td><td align="right">0.040338</td><td align="right">0.0412519</td><td align="right">0.0340694</td><td align="right">0.0634655</td><td align="right">0.0166025</td><td align="right">0.0410471</td></tr><tr><td align="left">Dollar General Corporation</td><td align="right">nan</td><td align="right">0.00825589</td><td align="right">0.0375074</td><td align="right">0.0589731</td><td align="right">0.0369217</td><td align="right">0.0461971</td><td align="right">0.0426088</td><td align="right">0.0507761</td><td align="right">0.0395241</td><td align="right">0.0460518</td></tr><tr><td align="left">Walmart Inc.</td><td align="right">0.0312425</td><td align="right">0.028372</td><td align="right">0.0654622</td><td align="right">0.0445913</td><td align="right">0.062023</td><td align="right">0.0572749</td><td align="right">0.101038</td><td align="right">0.0735059</td><td align="right">0.0597117</td><td align="right">0.0415436</td></tr><tr><td align="left">Big Lots, Inc.</td><td align="right">nan</td><td align="right">-0.550469</td><td align="right">0.0252616</td><td align="right">0.115757</td><td align="right">0.0694642</td><td align="right">-0.111853</td><td align="right">0.037219</td><td align="right">0.100721</td><td align="right">0.110443</td><td align="right">0.089253</td></tr><tr><td align="left">Macy's, Inc.</td><td align="right">nan</td><td align="right">0.0504726</td><td align="right">0.27098</td><td align="right">0.0391114</td><td align="right">0.0913008</td><td align="right">0.101426</td><td align="right">0.155761</td><td align="right">0.098993</td><td align="right">0.0656336</td><td align="right">0.072322</td></tr><tr><td align="left">Kohl's Corporation</td><td align="right">nan</td><td align="right">-0.143961</td><td align="right">0.189677</td><td align="right">0.147968</td><td align="right">0.119492</td><td align="right">0.139799</td><td align="right">0.0961367</td><td align="right">0.19879</td><td align="right">0.0816518</td><td align="right">0.110697</td></tr><tr><td align="left">The TJX Companies, Inc.</td><td align="right">0.0271588</td><td align="right">0.0234975</td><td align="right">0.0517687</td><td align="right">0.0401668</td><td align="right">0.0488266</td><td align="right">0.0399352</td><td align="right">0.0536965</td><td align="right">0.0433279</td><td align="right">0.0464416</td><td align="right">0.0406432</td></tr></tbody></table><p>Explore the rest of the <code>fundamental</code> module under the <a href="/platform/reference/equity/fundamental">Reference</a> section.</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/platform/usage/financial_statements.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 lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-02-27T18:46:50.000Z">Feb 27, 2024</time></b> by <b>James Maslek</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/platform/usage/market_calendars"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Market Calendars</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/platform/usage/commitment_of_traders"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Commitment of Traders</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="#financial-statements" class="text-grey-400 capitalize !no-underline">Financial Statements</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="#field-names" class="text-grey-400 capitalize !no-underline">Field Names</a></li><li class="py-1 pl-3"><a href="#weighted-average-shares-outstanding" class="text-grey-400 capitalize !no-underline">Weighted Average Shares Outstanding</a></li><li class="py-1 pl-3"><a href="#dividends-paid" class="text-grey-400 capitalize !no-underline">Dividends Paid</a></li><li class="py-1 pl-3"><a href="#financial-attributes" class="text-grey-400 capitalize !no-underline">Financial Attributes</a></li></ul></li><li class="py-1"><a href="#ratios-and-other-metrics" class="text-grey-400 capitalize !no-underline">Ratios and Other Metrics</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="#quick-ratio" class="text-grey-400 capitalize !no-underline">Quick Ratio</a></li><li class="py-1 pl-3"><a href="#free-cash-flow-yield" class="text-grey-400 capitalize !no-underline">Free Cash Flow Yield</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="px-4 border-t dark:border-grey-600/50 lg:px-12 py-14 bg-white dark:bg-grey-850 z-10 overflow-hidden flex flex-col gap-10 items-center justify-center"><div class="flex w-full justify-between md:flex-row"><div class="md:items-start mt-2"><a aria-label="Home" class="hover:text-grey-700 dark:text-white dark:hover:text-gray-50" href="/"><svg viewBox="0 0 170 17" width="170" height="17" fill="none" 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>
|
||
<script src="/assets/js/runtime~main.c0e31297.js"></script>
|
||
<script src="/assets/js/main.b1ae2b5f.js"></script>
|
||
</body>
|
||
</html> |