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itemprop="name">Analyst Search</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>Analyst Search</h1></header><hr>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="implementation-details">Implementation details<a href="#implementation-details" class="hash-link" aria-label="Direct link to Implementation details" title="Direct link to Implementation details">​</a></h2>
<h3 class="anchor anchorWithStickyNavbar_LWe7" id="class-names">Class names<a href="#class-names" class="hash-link" aria-label="Direct link to Class names" title="Direct link to Class names">​</a></h3>
<table><thead><tr><th>Model name</th><th>Parameters class</th><th>Data class</th></tr></thead><tbody><tr><td><code>AnalystSearch</code></td><td><code>AnalystSearchQueryParams</code></td><td><code>AnalystSearchData</code></td></tr></tbody></table>
<h3 class="anchor anchorWithStickyNavbar_LWe7" id="import-statement">Import Statement<a href="#import-statement" class="hash-link" aria-label="Direct link to Import Statement" title="Direct link to Import Statement">​</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 keyword" style="color:rgb(86, 156, 214)">from</span><span class="token plain"> openbb_core</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">provider</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">standard_models</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">analyst_search </span><span class="token keyword" style="color:rgb(86, 156, 214)">import</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">AnalystSearchData</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">AnalystSearchQueryParams</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>
<hr>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="parameters">Parameters<a href="#parameters" class="hash-link" aria-label="Direct link to Parameters" title="Direct link to Parameters">​</a></h2>
<div class="tabs-container tabList_TRJ7"><ul role="tablist" aria-orientation="horizontal" class="_group-tab list-none -ml-7 my-6 overflow-auto"><li role="tab" tabindex="0" aria-selected="true" class="font-bold tracking-widest w-fit px-3 inline-flex py-1 uppercase border-b text-lg cursor-pointer tabItem_hGfb border-b-2 pointer-events-none border-b-2 text-[#FB923C] border-[#FB923C]">standard</li><li role="tab" tabindex="-1" aria-selected="false" class="font-bold tracking-widest w-fit px-3 inline-flex py-1 uppercase border-b text-lg cursor-pointer tabItem_hGfb border-grey-400 text-grey-400 hover:text-[#ffd4b1] hover:border-[#ffd4b1]">benzinga</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><table><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default</th><th>Optional</th></tr></thead><tbody><tr><td>analyst_name</td><td>Union[str, List[str]]</td><td>Analyst names to return. Omitting will return all available analysts. Multiple items allowed for provider(s): benzinga.</td><td>None</td><td>True</td></tr><tr><td>firm_name</td><td>Union[str, List[str]]</td><td>Firm names to return. Omitting will return all available firms. Multiple items allowed for provider(s): benzinga.</td><td>None</td><td>True</td></tr><tr><td>provider</td><td>Literal[&#x27;benzinga&#x27;]</td><td>The provider to use, by default None. If None, the priority list configured in the settings is used. Default priority: benzinga.</td><td>None</td><td>True</td></tr></tbody></table></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><table><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default</th><th>Optional</th></tr></thead><tbody><tr><td>analyst_name</td><td>Union[str, List[str]]</td><td>Analyst names to return. Omitting will return all available analysts. Multiple items allowed for provider(s): benzinga.</td><td>None</td><td>True</td></tr><tr><td>firm_name</td><td>Union[str, List[str]]</td><td>Firm names to return. Omitting will return all available firms. Multiple items allowed for provider(s): benzinga.</td><td>None</td><td>True</td></tr><tr><td>provider</td><td>Literal[&#x27;benzinga&#x27;]</td><td>The provider to use, by default None. If None, the priority list configured in the settings is used. Default priority: benzinga.</td><td>None</td><td>True</td></tr><tr><td>analyst_ids</td><td>Union[str, List[str]]</td><td>List of analyst IDs to return. Multiple items allowed for provider(s): benzinga.</td><td>None</td><td>True</td></tr><tr><td>firm_ids</td><td>Union[str, List[str]]</td><td>Firm IDs to return. Multiple items allowed for provider(s): benzinga.</td><td>None</td><td>True</td></tr><tr><td>limit</td><td>int</td><td>Number of results returned. Limit 1000.</td><td>100</td><td>True</td></tr><tr><td>page</td><td>int</td><td>Page offset. For optimization, performance and technical reasons, page offsets are limited from 0 - 100000. Limit the query results by other parameters such as date.</td><td>0</td><td>True</td></tr><tr><td>fields</td><td>Union[str, List[str]]</td><td>Fields to include in the response. See <a href="https://docs.benzinga.io/benzinga-apis/calendar/get-ratings" target="_blank" rel="noopener noreferrer">https://docs.benzinga.io/benzinga-apis/calendar/get-ratings</a> to learn about the available fields. Multiple items allowed for provider(s): benzinga.</td><td>None</td><td>True</td></tr></tbody></table></div></div></div>
<hr>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="data">Data<a href="#data" class="hash-link" aria-label="Direct link to Data" title="Direct link to Data">​</a></h2>
<div class="tabs-container tabList_TRJ7"><ul role="tablist" aria-orientation="horizontal" class="_group-tab list-none -ml-7 my-6 overflow-auto"><li role="tab" tabindex="0" aria-selected="true" class="font-bold tracking-widest w-fit px-3 inline-flex py-1 uppercase border-b text-lg cursor-pointer tabItem_hGfb border-b-2 pointer-events-none border-b-2 text-[#FB923C] border-[#FB923C]">standard</li><li role="tab" tabindex="-1" aria-selected="false" class="font-bold tracking-widest w-fit px-3 inline-flex py-1 uppercase border-b text-lg cursor-pointer tabItem_hGfb border-grey-400 text-grey-400 hover:text-[#ffd4b1] hover:border-[#ffd4b1]">benzinga</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><table><thead><tr><th>Name</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td>last_updated</td><td>datetime</td><td>Date of the last update.</td></tr><tr><td>firm_name</td><td>str</td><td>Firm name of the analyst.</td></tr><tr><td>name_first</td><td>str</td><td>Analyst first name.</td></tr><tr><td>name_last</td><td>str</td><td>Analyst last name.</td></tr><tr><td>name_full</td><td>str</td><td>Analyst full name.</td></tr></tbody></table></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><table><thead><tr><th>Name</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td>last_updated</td><td>datetime</td><td>Date of the last update.</td></tr><tr><td>firm_name</td><td>str</td><td>Firm name of the analyst.</td></tr><tr><td>name_first</td><td>str</td><td>Analyst first name.</td></tr><tr><td>name_last</td><td>str</td><td>Analyst last name.</td></tr><tr><td>name_full</td><td>str</td><td>Analyst full name.</td></tr><tr><td>analyst_id</td><td>str</td><td>ID of the analyst.</td></tr><tr><td>firm_id</td><td>str</td><td>ID of the analyst firm.</td></tr><tr><td>smart_score</td><td>float</td><td>A weighted average of the total_ratings_percentile, overall_avg_return_percentile, and overall_success_rate</td></tr><tr><td>overall_success_rate</td><td>float</td><td>The percentage (normalized) of gain/loss ratings that resulted in a gain overall.</td></tr><tr><td>overall_avg_return_percentile</td><td>float</td><td>The percentile (normalized) of this analyst&#x27;s overall average return per rating in comparison to other analysts&#x27; overall average returns per rating.</td></tr><tr><td>total_ratings_percentile</td><td>float</td><td>The percentile (normalized) of this analyst&#x27;s total number of ratings in comparison to the total number of ratings published by all other analysts</td></tr><tr><td>total_ratings</td><td>int</td><td>Number of recommendations made by this analyst.</td></tr><tr><td>overall_gain_count</td><td>int</td><td>The number of ratings that have gained value since the date of recommendation</td></tr><tr><td>overall_loss_count</td><td>int</td><td>The number of ratings that have lost value since the date of recommendation</td></tr><tr><td>overall_average_return</td><td>float</td><td>The average percent (normalized) price difference per rating since the date of recommendation</td></tr><tr><td>overall_std_dev</td><td>float</td><td>The standard deviation in percent (normalized) price difference in the analyst&#x27;s ratings since the date of recommendation</td></tr><tr><td>gain_count_1m</td><td>int</td><td>The number of ratings that have gained value over the last month</td></tr><tr><td>loss_count_1m</td><td>int</td><td>The number of ratings that have lost value over the last month</td></tr><tr><td>average_return_1m</td><td>float</td><td>The average percent (normalized) price difference per rating over the last month</td></tr><tr><td>std_dev_1m</td><td>float</td><td>The standard deviation in percent (normalized) price difference in the analyst&#x27;s ratings over the last month</td></tr><tr><td>smart_score_1m</td><td>float</td><td>A weighted average smart score over the last month.</td></tr><tr><td>success_rate_1m</td><td>float</td><td>The percentage (normalized) of gain/loss ratings that resulted in a gain over the last month</td></tr><tr><td>gain_count_3m</td><td>int</td><td>The number of ratings that have gained value over the last 3 months</td></tr><tr><td>loss_count_3m</td><td>int</td><td>The number of ratings that have lost value over the last 3 months</td></tr><tr><td>average_return_3m</td><td>float</td><td>The average percent (normalized) price difference per rating over the last 3 months</td></tr><tr><td>std_dev_3m</td><td>float</td><td>The standard deviation in percent (normalized) price difference in the analyst&#x27;s ratings over the last 3 months</td></tr><tr><td>smart_score_3m</td><td>float</td><td>A weighted average smart score over the last 3 months.</td></tr><tr><td>success_rate_3m</td><td>float</td><td>The percentage (normalized) of gain/loss ratings that resulted in a gain over the last 3 months</td></tr><tr><td>gain_count_6m</td><td>int</td><td>The number of ratings that have gained value over the last 6 months</td></tr><tr><td>loss_count_6m</td><td>int</td><td>The number of ratings that have lost value over the last 6 months</td></tr><tr><td>average_return_6m</td><td>float</td><td>The average percent (normalized) price difference per rating over the last 6 months</td></tr><tr><td>std_dev_6m</td><td>float</td><td>The standard deviation in percent (normalized) price difference in the analyst&#x27;s ratings over the last 6 months</td></tr><tr><td>gain_count_9m</td><td>int</td><td>The number of ratings that have gained value over the last 9 months</td></tr><tr><td>loss_count_9m</td><td>int</td><td>The number of ratings that have lost value over the last 9 months</td></tr><tr><td>average_return_9m</td><td>float</td><td>The average percent (normalized) price difference per rating over the last 9 months</td></tr><tr><td>std_dev_9m</td><td>float</td><td>The standard deviation in percent (normalized) price difference in the analyst&#x27;s ratings over the last 9 months</td></tr><tr><td>smart_score_9m</td><td>float</td><td>A weighted average smart score over the last 9 months.</td></tr><tr><td>success_rate_9m</td><td>float</td><td>The percentage (normalized) of gain/loss ratings that resulted in a gain over the last 9 months</td></tr><tr><td>gain_count_1y</td><td>int</td><td>The number of ratings that have gained value over the last 1 year</td></tr><tr><td>loss_count_1y</td><td>int</td><td>The number of ratings that have lost value over the last 1 year</td></tr><tr><td>average_return_1y</td><td>float</td><td>The average percent (normalized) price difference per rating over the last 1 year</td></tr><tr><td>std_dev_1y</td><td>float</td><td>The standard deviation in percent (normalized) price difference in the analyst&#x27;s ratings over the last 1 year</td></tr><tr><td>smart_score_1y</td><td>float</td><td>A weighted average smart score over the last 1 year.</td></tr><tr><td>success_rate_1y</td><td>float</td><td>The percentage (normalized) of gain/loss ratings that resulted in a gain over the last 1 year</td></tr><tr><td>gain_count_2y</td><td>int</td><td>The number of ratings that have gained value over the last 2 years</td></tr><tr><td>loss_count_2y</td><td>int</td><td>The number of ratings that have lost value over the last 2 years</td></tr><tr><td>average_return_2y</td><td>float</td><td>The average percent (normalized) price difference per rating over the last 2 years</td></tr><tr><td>std_dev_2y</td><td>float</td><td>The standard deviation in percent (normalized) price difference in the analyst&#x27;s ratings over the last 2 years</td></tr><tr><td>smart_score_2y</td><td>float</td><td>A weighted average smart score over the last 3 years.</td></tr><tr><td>success_rate_2y</td><td>float</td><td>The percentage (normalized) of gain/loss ratings that resulted in a gain over the last 2 years</td></tr><tr><td>gain_count_3y</td><td>int</td><td>The number of ratings that have gained value over the last 3 years</td></tr><tr><td>loss_count_3y</td><td>int</td><td>The number of ratings that have lost value over the last 3 years</td></tr><tr><td>average_return_3y</td><td>float</td><td>The average percent (normalized) price difference per rating over the last 3 years</td></tr><tr><td>std_dev_3y</td><td>float</td><td>The standard deviation in percent (normalized) price difference in the analyst&#x27;s ratings over the last 3 years</td></tr><tr><td>smart_score_3y</td><td>float</td><td>A weighted average smart score over the last 3 years.</td></tr><tr><td>success_rate_3y</td><td>float</td><td>The percentage (normalized) of gain/loss ratings that resulted in a gain over the last 3 years</td></tr></tbody></table></div></div></div></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 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