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itemprop="name">Market Calendars</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>Market Calendars</h1></header>
<p>Market calendars are an essential part of any analyst&#x27;s daily rituals. Economic events and corporate actions provide near-term trading opportunities (or reasons to get out of the way) as expectations meet reality. The OpenBB Platform has a variety of calendars.</p>
<ul>
<li>Economic</li>
<li>Earnings</li>
<li>Dividends</li>
<li>Splits</li>
<li>IPO/SPOs</li>
</ul>
<p>Let&#x27;s take a look at some use-cases.</p>
<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_BuS1"><p>Examples on this page will assume that the OpenBB Platform is installed, the Python environment is active, and the Python interface has been imported into the active 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><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> pandas </span><span class="token keyword" style="color:rgb(86, 156, 214)">as</span><span class="token plain"> pd</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div></div>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="economic-calendar">Economic Calendar<a href="#economic-calendar" class="hash-link" aria-label="Direct link to Economic Calendar" title="Direct link to Economic Calendar">​</a></h2>
<details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_i85q"><p>The economic calendar aggregates global central bank and macroeconomic releases, it is located within the <code>obb.economy</code> module.</p><div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_BuS1"><p>Do not rely on the economic calendar for real-time updates. Times posted are scheduled by publishers and are estimates which do not reflect the actual time data is released to the public.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="timezone-considerations">Timezone Considerations<a href="#timezone-considerations" class="hash-link" aria-label="Direct link to Timezone Considerations" title="Direct link to Timezone Considerations">​</a></h3><p>There are subtle differences between providers, the main consideration will be the timestamp. FMP and TradingEconomics both return the calendar as UTC-0, while Nasdaq posts events in US/Eastern time. Of the three, only TradingEconomics provides a TZ-aware timestamp. The differences can be reconciled with a few lines of code.</p><p>To identify the issue, let&#x27;s look at one event. First, from FMP:</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">fmp_df </span><span class="token operator" 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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">calendar</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)">&quot;fmp&quot;</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)">&quot;2023-11-19&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> end_date</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;2023-11-20&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">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">fmp_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">fmp_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;event&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">contains</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;20-Year Bond Auction&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">date</th><th style="text-align:left">country</th><th style="text-align:left">event</th><th style="text-align:right">previous</th><th style="text-align:right">consensus</th><th style="text-align:left">importance</th><th style="text-align:left">currency</th><th style="text-align:right">change</th><th style="text-align:right">change_percent</th></tr></thead><tbody><tr><td style="text-align:left">2023-11-20 18:00:00</td><td style="text-align:left">US</td><td style="text-align:left">20-Year Bond Auction</td><td style="text-align:right">5.245</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">nan</td><td style="text-align:right">0</td></tr></tbody></table><p>Then Nasdaq:</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">nasdaq_df </span><span class="token operator" 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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">calendar</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)">&quot;nasdaq&quot;</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)">&quot;2023-11-19&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> end_date</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;2023-11-20&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">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">nasdaq_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">nasdaq_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;event&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">contains</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;20-Year Bond Auction&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">date</th><th style="text-align:left">country</th><th style="text-align:left">event</th><th style="text-align:left">actual</th><th style="text-align:left">previous</th><th style="text-align:left">consensus</th><th style="text-align:left">description</th></tr></thead><tbody><tr><td style="text-align:left">2023-11-20 13:00:00</td><td style="text-align:left">United States</td><td style="text-align:left">20-Year Bond Auction</td><td style="text-align:left">-</td><td style="text-align:left">5.245%</td><td style="text-align:left">-</td><td style="text-align:left">The figures displayed in the calendar represent the yield on the Treasury Bond auctioned.</td></tr></tbody></table><p>Now let&#x27;s convert the FMP timestamp to US/Eastern time.</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"> datetime </span><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> time</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">fmp_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">index </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> fmp_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token builtin" style="color:rgb(86, 156, 214)">map</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)">lambda</span><span class="token plain"> dt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> dt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tz_localize</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;UTC&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tz_convert</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;America/New_York&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token keyword" style="color:rgb(86, 156, 214)">if</span><span class="token plain"> dt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">time</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"> time</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">0</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">0</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(181, 206, 168)">0</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></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)">else</span><span class="token plain"> dt</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tz_localize</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;America/New_York&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></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">fmp_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">fmp_df</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;event&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">contains</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;20-Year Bond Auction&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">date</th><th style="text-align:left">country</th><th style="text-align:left">event</th><th style="text-align:right">previous</th><th style="text-align:right">consensus</th><th style="text-align:left">importance</th><th style="text-align:left">currency</th><th style="text-align:right">change</th><th style="text-align:right">change_percent</th></tr></thead><tbody><tr><td style="text-align:left">2023-11-20 13:00:00-05:00</td><td style="text-align:left">US</td><td style="text-align:left">20-Year Bond Auction</td><td style="text-align:right">5.245</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">nan</td><td style="text-align:right">0</td></tr></tbody></table><p>Timestamps can be a factor with start/end dates because the calendar day will roll over at midnight, moving the date. Converting the timestamp will overcome this, but be aware of when the time is <code>00:00:00</code>, signifying an all-day event like a holiday.</p><p>An exception was added in the code above to maintain the time where applicable, instead of rolling it back five hours.</p><p>For these reasons, among others, it is important for users to know and understand their data intimately.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="filtering-by-event">Filtering by Event<a href="#filtering-by-event" class="hash-link" aria-label="Direct link to Filtering by Event" title="Direct link to Filtering by Event">​</a></h3><p>The providers do not have a pre-request filter for a specific event. TradingEconomics does have categories, like &#x27;government&#x27;, but that does not focus it on any particular release. To find something like PMI reports, search for it post-request.</p><p>FMP allows queries to this endpoint to be a maximum width of three months. To get the year-to-date events, requests will need to loop. The code below will do that, filter the results for ISM Manufacturing New Orders, and display the table of hits.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="ism-new-orders">ISM New Orders<a href="#ism-new-orders" class="hash-link" aria-label="Direct link to ISM New Orders" title="Direct link to ISM New Orders">​</a></h3><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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">start_dates </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;2023-01-04&quot;</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)">&quot;2023-04-01&quot;</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)">&quot;2023-07-01&quot;</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)">&quot;2023-10-01&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">end_dates </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;2023-03-31&quot;</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)">&quot;2023-06-30&quot;</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)">&quot;2023-09-30&quot;</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)">&quot;2023-12-30&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">results </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 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 keyword" style="color:rgb(86, 156, 214)">for</span><span class="token plain"> i </span><span class="token keyword" style="color:rgb(86, 156, 214)">in</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">range</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">0</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(86, 156, 214)">len</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">start_dates</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> _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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">calendar</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)">&quot;fmp&quot;</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 plain">start_dates</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">i</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"> end_date</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain">end_dates</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">i</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">model_dump</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)">&quot;results&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </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"> results</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">extend</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">_data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">events </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> pd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">DataFrame</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">from_records</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 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)">&quot;date&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">sort_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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">events</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">events</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;event&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token builtin" style="color:rgb(86, 156, 214)">str</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">contains</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;ISM Manufacturing New Orders&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">date</th><th style="text-align:left">country</th><th style="text-align:left">event</th><th style="text-align:right">actual</th><th style="text-align:right">previous</th><th style="text-align:right">consensus</th><th style="text-align:left">importance</th><th style="text-align:left">currency</th><th style="text-align:right">change</th><th style="text-align:right">change_percent</th></tr></thead><tbody><tr><td style="text-align:left">2023-01-04 15:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Dec)</td><td style="text-align:right">45.2</td><td style="text-align:right">47.2</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">-2</td><td style="text-align:right">-4.237</td></tr><tr><td style="text-align:left">2023-02-01 15:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Jan)</td><td style="text-align:right">42.5</td><td style="text-align:right">45.1</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">-2.6</td><td style="text-align:right">-5.765</td></tr><tr><td style="text-align:left">2023-03-01 20:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Feb)</td><td style="text-align:right">47</td><td style="text-align:right">42.5</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">4.5</td><td style="text-align:right">10.588</td></tr><tr><td style="text-align:left">2023-04-03 18:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Mar)</td><td style="text-align:right">44.3</td><td style="text-align:right">47</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">-2.7</td><td style="text-align:right">-5.745</td></tr><tr><td style="text-align:left">2023-05-01 18:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Apr)</td><td style="text-align:right">45.7</td><td style="text-align:right">44.3</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">1.4</td><td style="text-align:right">3.16</td></tr><tr><td style="text-align:left">2023-06-01 14:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (May)</td><td style="text-align:right">42.6</td><td style="text-align:right">45.7</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">-3.1</td><td style="text-align:right">-6.783</td></tr><tr><td style="text-align:left">2023-07-03 18:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Jun)</td><td style="text-align:right">45.6</td><td style="text-align:right">42.6</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">3</td><td style="text-align:right">7.042</td></tr><tr><td style="text-align:left">2023-08-01 18:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Jul)</td><td style="text-align:right">47.3</td><td style="text-align:right">45.6</td><td style="text-align:right">44</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">1.7</td><td style="text-align:right">3.728</td></tr><tr><td style="text-align:left">2023-09-01 14:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Aug)</td><td style="text-align:right">46.8</td><td style="text-align:right">47.3</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">-0.5</td><td style="text-align:right">-1.057</td></tr><tr><td style="text-align:left">2023-10-02 14:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Sep)</td><td style="text-align:right">49.2</td><td style="text-align:right">46.8</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">2.4</td><td style="text-align:right">5.128</td></tr><tr><td style="text-align:left">2023-11-01 14:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Oct)</td><td style="text-align:right">45.5</td><td style="text-align:right">49.2</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">-3.7</td><td style="text-align:right">-7.52</td></tr><tr><td style="text-align:left">2023-12-01 15:00:00</td><td style="text-align:left">US</td><td style="text-align:left">ISM Manufacturing New Orders (Nov)</td><td style="text-align:right">nan</td><td style="text-align:right">45.5</td><td style="text-align:right">nan</td><td style="text-align:left">Low</td><td style="text-align:left">USD</td><td style="text-align:right">nan</td><td style="text-align:right">0</td></tr></tbody></table></div></div></details>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="earnings-calendar">Earnings Calendar<a href="#earnings-calendar" class="hash-link" aria-label="Direct link to Earnings Calendar" title="Direct link to Earnings Calendar">​</a></h2>
<details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_i85q"><p>The earnings calendar works in a similar way. For companies outside of the US, try the <code>openbb-fmp</code> provider.</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">calendar </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">calendar</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">earnings</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"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;fmp&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> start_date</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;2023-11-20&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> end_date</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;2023-11-24&quot;</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">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><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>This returned 1,234 results, but let&#x27;s filter it down to those companies with analysts estimates, and display the top ten by EPS consensus.</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"> calendar</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">calendar</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;eps_consensus&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">notnull</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 operator" style="color:rgb(212, 212, 212)">&amp;</span><span class="token plain"> calendar</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;revenue_consensus&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">notnull</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">sort_values</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">by</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;eps_consensus&quot;</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 plain">head</span><span class="token punctuation" 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><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">report_date</th><th style="text-align:left">symbol</th><th style="text-align:right">eps_consensus</th><th style="text-align:right">actual_eps</th><th style="text-align:right">actual_revenue</th><th style="text-align:right">revenue_consensus</th><th style="text-align:left">period_ending</th><th style="text-align:left">reporting_time</th><th style="text-align:left">updated_date</th></tr></thead><tbody><tr><td style="text-align:left">2023-11-22</td><td style="text-align:left">CAP.SN</td><td style="text-align:right">279.3</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">690955000000</td><td style="text-align:left">2023-09-30</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-20</td><td style="text-align:left">ABDP.L</td><td style="text-align:right">56.4</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">106000000</td><td style="text-align:left">2023-09-29</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-23</td><td style="text-align:left">4206.T</td><td style="text-align:right">56.3</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">62200000</td><td style="text-align:left">2023-09-30</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-22</td><td style="text-align:left">DE</td><td style="text-align:right">7.58</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">12909600000</td><td style="text-align:left">2023-10-29</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-21</td><td style="text-align:left">NVDA</td><td style="text-align:right">3.34</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">15194600000</td><td style="text-align:left">2023-10-29</td><td style="text-align:left">amc</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-21</td><td style="text-align:left">LOW</td><td style="text-align:right">3.1</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">21059700000</td><td style="text-align:left">2023-11-03</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-20</td><td style="text-align:left">MOH.AT</td><td style="text-align:right">2.48</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">3030480000</td><td style="text-align:left">2023-09-30</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-20</td><td style="text-align:left">SJM</td><td style="text-align:right">2.47</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">1947800000</td><td style="text-align:left">2023-10-30</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-21</td><td style="text-align:left">BIDU</td><td style="text-align:right">2.45</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">4735580000</td><td style="text-align:left">2023-09-30</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr><tr><td style="text-align:left">2023-11-21</td><td style="text-align:left">DKS</td><td style="text-align:right">2.42</td><td style="text-align:right">nan</td><td style="text-align:right">nan</td><td style="text-align:right">2948570000</td><td style="text-align:left">2023-10-28</td><td style="text-align:left">bmo</td><td style="text-align:left">2023-11-19</td></tr></tbody></table><div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_BuS1"><p>EPS values are reported in the currency of the exchange listing price, direct comparisons are not viable across domiciles without a conversion factor.</p></div></div></div></div></details>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="dividend-calendar">Dividend Calendar<a href="#dividend-calendar" class="hash-link" aria-label="Direct link to Dividend Calendar" title="Direct link to Dividend Calendar">​</a></h2>
<details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_i85q"><p>The dividend calendar uses start/end dates that reflect the ex-dividend date - the date when it begins trading without dividend rights.</p><p>Aside from the notable dates, the information returned tells you only the amount paid. Calculating the yield requires more data.</p><div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_BuS1"><ul>
<li>
<p>Nasdaq provides a field for &#x27;annualized_amount&#x27;, which makes it easier to calculate a dividend yield.</p>
</li>
<li>
<p>The <code>openbb-nasdaq</code> provider has US-only data for this endpoint.</p>
</li>
<li>
<p>The same markets covered by FMP&#x27;s earnings calendar are included in their dividend calendar.</p>
</li>
</ul></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="calculate-dividend-yield">Calculate Dividend Yield<a href="#calculate-dividend-yield" class="hash-link" aria-label="Direct link to Calculate Dividend Yield" title="Direct link to Calculate Dividend Yield">​</a></h3><p>The ten highest-payments going ex-div between November 20-24 are shown below.</p><p>With T+2 settlement, a purchase needs to occur two days prior to the record date for payment eligibility. The dividend yield is the current payment annualized as a percent of the asset&#x27;s price.</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">calendar</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">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"> provider</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;nasdaq&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> start_date</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;2023-11-20&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> end_date</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;2023-11-24&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </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">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">drop_duplicates</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">subset</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;symbol&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">sort_values</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;amount&quot;</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 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)">&quot;symbol&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </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)">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"></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">symbols </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 plain">index</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">tolist</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">prices </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">quote</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">symbols</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)">&quot;fmp&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">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)">&quot;symbol&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;price&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></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)">&quot;price&quot;</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"> prices</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)">&quot;yield&quot;</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"> </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">dividends</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;annualized_amount&quot;</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)">&quot;price&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token operator" style="color:rgb(212, 212, 212)">*</span><span class="token number" style="color:rgb(181, 206, 168)">100</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> </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"></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 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 punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;record_date&quot;</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)">&quot;payment_date&quot;</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)">&quot;amount&quot;</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)">&quot;annualized_amount&quot;</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)">&quot;price&quot;</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)">&quot;yield&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">sort_values</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;yield&quot;</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><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">symbol</th><th style="text-align:left">record_date</th><th style="text-align:left">payment_date</th><th style="text-align:right">amount</th><th style="text-align:right">annualized_amount</th><th style="text-align:right">price</th><th style="text-align:right">yield</th></tr></thead><tbody><tr><td style="text-align:left">USOI</td><td style="text-align:left">2023-11-21</td><td style="text-align:left">2023-11-27</td><td style="text-align:right">1.8588</td><td style="text-align:right">16.134</td><td style="text-align:right">75.73</td><td style="text-align:right">21.3046</td></tr><tr><td style="text-align:left">ATCD</td><td style="text-align:left">2023-11-21</td><td style="text-align:left">2023-12-26</td><td style="text-align:right">60.14</td><td style="text-align:right">60.14</td><td style="text-align:right">1235</td><td style="text-align:right">4.8696</td></tr><tr><td style="text-align:left">GLDI</td><td style="text-align:left">2023-11-21</td><td style="text-align:left">2023-11-27</td><td style="text-align:right">1.5153</td><td style="text-align:right">4.8216</td><td style="text-align:right">141.8</td><td style="text-align:right">3.4003</td></tr><tr><td style="text-align:left">CHTM</td><td style="text-align:left">2023-11-21</td><td style="text-align:left">2023-12-26</td><td style="text-align:right">59.62</td><td style="text-align:right">59.62</td><td style="text-align:right">1856.95</td><td style="text-align:right">3.2106</td></tr><tr><td style="text-align:left">CMI</td><td style="text-align:left">2023-11-24</td><td style="text-align:left">2023-12-07</td><td style="text-align:right">1.68</td><td style="text-align:right">6.72</td><td style="text-align:right">225.5</td><td style="text-align:right">2.98</td></tr><tr><td style="text-align:left">KLIB</td><td style="text-align:left">2023-11-24</td><td style="text-align:left">2023-12-15</td><td style="text-align:right">2.1</td><td style="text-align:right">4.2</td><td style="text-align:right">144</td><td style="text-align:right">2.9167</td></tr><tr><td style="text-align:left">SNA</td><td style="text-align:left">2023-11-21</td><td style="text-align:left">2023-12-11</td><td style="text-align:right">1.86</td><td style="text-align:right">7.44</td><td style="text-align:right">277.76</td><td style="text-align:right">2.6786</td></tr><tr><td style="text-align:left">NOC</td><td style="text-align:left">2023-11-27</td><td style="text-align:left">2023-12-13</td><td style="text-align:right">1.87</td><td style="text-align:right">7.48</td><td style="text-align:right">464.17</td><td style="text-align:right">1.6115</td></tr><tr><td style="text-align:left">CBCYB</td><td style="text-align:left">2023-11-24</td><td style="text-align:left">2023-12-01</td><td style="text-align:right">3.75</td><td style="text-align:right">8</td><td style="text-align:right">647</td><td style="text-align:right">1.2365</td></tr><tr><td style="text-align:left">CBCY</td><td style="text-align:left">2023-11-24</td><td style="text-align:left">2023-12-01</td><td style="text-align:right">3.75</td><td style="text-align:right">8</td><td style="text-align:right">660</td><td style="text-align:right">1.2121</td></tr></tbody></table></div></div></details>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="ipo-calendar">IPO Calendar<a href="#ipo-calendar" class="hash-link" aria-label="Direct link to IPO Calendar" title="Direct link to IPO Calendar">​</a></h2>
<details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_i85q"><p>The IPO calendar shows events based on their status - <code>[&quot;upcoming&quot;, &quot;priced&quot;, &quot;withdrawn&quot;]</code> - and Intrinio provides a filter for the min/max dollar amount offered.</p><div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_BuS1"><p>The data from both Intrinio and Nasdaq is US-only, both relying on the SEC for filing information.</p></div></div><p>Use the <code>status</code> parameter to find announcements in different stages of the cycle.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="upcoming">Upcoming<a href="#upcoming" class="hash-link" aria-label="Direct link to Upcoming" title="Direct link to Upcoming">​</a></h3><p>The initial public offerings that are confirmed to be coming to market are categorized as &#x27;upcoming&#x27;. The number of companies going public at any given time will depend on market cycles.</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">calendar</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ipo</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)">&quot;nasdaq&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> status</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;upcoming&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">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><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">symbol</th><th style="text-align:left">name</th><th style="text-align:right">offer_amount</th><th style="text-align:right">share_count</th><th style="text-align:left">expected_price_date</th><th style="text-align:left">id</th><th style="text-align:left">exchange</th><th style="text-align:left">share_price</th></tr></thead><tbody><tr><td style="text-align:left">DOCO</td><td style="text-align:left">Docola, Inc.</td><td style="text-align:right">8235004</td><td style="text-align:right">1060870</td><td style="text-align:left">2023-11-21</td><td style="text-align:left">995278-107909</td><td style="text-align:left">NASDAQ Capital</td><td style="text-align:left">5.75-6.75</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="withdrawn">Withdrawn<a href="#withdrawn" class="hash-link" aria-label="Direct link to Withdrawn" title="Direct link to Withdrawn">​</a></h3><p>A <code>withdrawn</code> status might be the result of a SPAC unwinding after failing to merge with a company.</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">calendar</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ipo</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)">&quot;nasdaq&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> status</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">&quot;withdrawn&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">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 plain">tail</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token number" style="color:rgb(181, 206, 168)">3</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">withdraw_date</th><th style="text-align:left">name</th><th style="text-align:right">offer_amount</th><th style="text-align:right">share_count</th><th style="text-align:left">filed_date</th><th style="text-align:left">id</th></tr></thead><tbody><tr><td style="text-align:left">2023-11-09</td><td style="text-align:left">Arago Acquisition Corp.</td><td style="text-align:right">86250000.0</td><td style="text-align:right">7500000</td><td style="text-align:left">2022-05-06</td><td style="text-align:left">1214792-102968</td></tr><tr><td style="text-align:left">2023-11-13</td><td style="text-align:left">CW Petroleum Corp</td><td style="text-align:right">17249995.5</td><td style="text-align:right">3157894</td><td style="text-align:left">2022-06-02</td><td style="text-align:left">1055531-103241</td></tr><tr><td style="text-align:left">2023-11-13</td><td style="text-align:left">Tiga Acquisition Corp. II</td><td style="text-align:right">230000000.0</td><td style="text-align:right">20000000</td><td style="text-align:left">2021-02-26</td><td style="text-align:left">1148285-96307</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="spo">SPO<a href="#spo" class="hash-link" aria-label="Direct link to SPO" title="Direct link to SPO">​</a></h3><p>SPOs, secondary pubic offerings, are shares being sold by investors after an IPO. The money does not go to the company, but directly to the investor selling shares into the market. The <code>openbb-nasdaq</code> provider has an additional boolean parameter, <code>is_spo</code>. By default, year-to-date data is returned.</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">calendar</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">ipo</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)">&quot;nasdaq&quot;</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> is_spo</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 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 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 style="text-align:left">symbol</th><th style="text-align:left">ipo_date</th><th style="text-align:left">name</th><th style="text-align:right">offer_amount</th><th style="text-align:right">share_count</th><th style="text-align:left">deal_status</th><th style="text-align:left">id</th><th style="text-align:left">exchange</th><th style="text-align:right">share_price</th></tr></thead><tbody><tr><td style="text-align:left">SKWD</td><td style="text-align:left">2023-11-16</td><td style="text-align:left">Skyward Specialty Insurance Group, Inc.</td><td style="text-align:right">152500000.0</td><td style="text-align:right">5000000</td><td style="text-align:left">Priced</td><td style="text-align:left">854131-108262</td><td style="text-align:left">NASDAQ Global Select</td><td style="text-align:right">30.5</td></tr></tbody></table></div></div></details></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col"><a href="https://github.com/OpenBB-finance/OpenBBTerminal/edit/main/website/content/platform/getting_started/market_calendars.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 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