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<title data-rh="true">forecast.autoarima - Reference | OpenBB SDK Docs</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://docs.openbb.co/img/banner.png"><meta data-rh="true" name="twitter:image" content="https://docs.openbb.co/img/banner.png"><meta data-rh="true" property="og:url" content="https://docs.openbb.co/sdk/reference/forecast/autoarima"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="autoarima | OpenBB Docs"><meta data-rh="true" name="description" content="This documentation page discusses the use of the automatic ARIMA (AutoARIMA) model for forecasting. It provides a detailed insight into the parameters involved, the return types, model structures, and links to the source code. This page is specifically valuable for individuals seeking understanding of OpenBB's financial forecasting abilities based on time series data using Python."><meta data-rh="true" property="og:description" content="This documentation page discusses the use of the automatic ARIMA (AutoARIMA) model for forecasting. It provides a detailed insight into the parameters involved, the return types, model structures, and links to the source code. This page is specifically valuable for individuals seeking understanding of OpenBB's financial forecasting abilities based on time series data using Python."><meta data-rh="true" name="keywords" content="ARIMA,Forecasting,AutoARIMA,TimeSeries,Source Code,Parameters,Returns,Model,Chart"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openbb.co/sdk/reference/forecast/autoarima"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/sdk/reference/forecast/autoarima" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/sdk/reference/forecast/autoarima" hreflang="x-default"><link data-rh="true" rel="preconnect" href="https://7D1HQ0IXAS-dsn.algolia.net" crossorigin="anonymous"><link rel="search" type="application/opensearchdescription+xml" title="OpenBB Docs" href="/opensearch.xml">
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class="breadcrumbs__item"><span class="breadcrumbs__link">OpenBB SDK</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/sdk/reference"><span itemprop="name">Reference</span></a><meta itemprop="position" content="2"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">forecast</span><meta itemprop="position" content="3"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">autoarima</span><meta itemprop="position" content="4"></li></ul></nav><div class="theme-doc-markdown markdown"><header><h1>autoarima</h1></header>
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<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">Model</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">Chart</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><p>Performs Automatic ARIMA forecasting</p><p>Source Code: [<a href="https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/forecast/autoarima_model.py#L27" target="_blank" rel="noopener noreferrer">link</a>]</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">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">forecast</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">autoarima</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"> Union</span><span class="token punctuation" 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">Series</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> pd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">DataFrame</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> target_column</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)">str</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 string" style="color:rgb(206, 145, 120)">"close"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> seasonal_periods</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)">int</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 number" style="color:rgb(181, 206, 168)">7</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> n_predict</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)">int</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 number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> start_window</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)">float</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 number" style="color:rgb(181, 206, 168)">0.85</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> forecast_horizon</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)">int</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 number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><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><table><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default</th><th>Optional</th></tr></thead><tbody><tr><td>data</td><td>Union[pd.Series, np.ndarray]</td><td>Input data.</td><td>None</td><td>False</td></tr><tr><td>target_column</td><td>Optional[str]</td><td>Target column to forecast. Defaults to "close".</td><td>close</td><td>True</td></tr><tr><td>seasonal_periods</td><td>int</td><td>Number of seasonal periods in a year (7 for daily data)<br>If not set, inferred from frequency of the series.</td><td>7</td><td>True</td></tr><tr><td>n_predict</td><td>int</td><td>Number of days to forecast</td><td>5</td><td>True</td></tr><tr><td>start_window</td><td>float</td><td>Size of sliding window from start of timeseries and onwards</td><td>0.85</td><td>True</td></tr><tr><td>forecast_horizon</td><td>int</td><td>Number of days to forecast when backtesting and retraining historical</td><td>5</td><td>True</td></tr></tbody></table><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="returns">Returns<a href="#returns" class="hash-link" aria-label="Direct link to Returns" title="Direct link to Returns"></a></h2><table><thead><tr><th>Type</th><th>Description</th></tr></thead><tbody><tr><td>Tuple[List[TimeSeries], List[TimeSeries], List[TimeSeries], float, StatsForecast]</td><td>Adjusted Data series,<br>List of historical fcast values,<br>List of predicted fcast values,<br>Optional[float] - precision<br>Fit AutoaRIMA model object.</td></tr></tbody></table><hr></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><p>Display Automatic ARIMA model.</p><p>Source Code: [<a href="https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/forecast/autoarima_view.py#L20" target="_blank" rel="noopener noreferrer">link</a>]</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">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">forecast</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">autoarima_chart</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"> Union</span><span class="token punctuation" 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"> pd</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">Series</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"> target_column</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)">str</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 string" style="color:rgb(206, 145, 120)">"close"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> dataset_name</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)">str</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 string" style="color:rgb(206, 145, 120)">""</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> seasonal_periods</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)">int</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 number" style="color:rgb(181, 206, 168)">7</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> n_predict</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)">int</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 number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> start_window</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)">float</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 number" style="color:rgb(181, 206, 168)">0.85</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> forecast_horizon</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)">int</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 number" style="color:rgb(181, 206, 168)">5</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> export</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)">str</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 string" style="color:rgb(206, 145, 120)">""</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> residuals</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)">bool</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 boolean">False</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> forecast_only</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)">bool</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 boolean">False</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> start_date</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> Optional</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">datetime</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">datetime</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 boolean">None</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> end_date</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> Optional</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">datetime</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">datetime</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 boolean">None</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> naive</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)">bool</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 boolean">False</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> export_pred_raw</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)">bool</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 boolean">False</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> external_axes</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> Optional</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">List</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token plain">axes</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token plain"> </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> </span><span class="token boolean">None</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-1">Parameters<a href="#parameters-1" class="hash-link" aria-label="Direct link to Parameters" title="Direct link to Parameters"></a></h2><table><thead><tr><th>Name</th><th>Type</th><th>Description</th><th>Default</th><th>Optional</th></tr></thead><tbody><tr><td>data</td><td>Union[pd.Series, np.array]</td><td>Data to forecast</td><td>None</td><td>False</td></tr><tr><td>dataset_name str</td><td>None</td><td>The name of the ticker to be predicted</td><td>None</td><td>True</td></tr><tr><td>target_column</td><td>Optional[str]:</td><td>Target column to forecast. Defaults to "close".</td><td>close</td><td>True</td></tr><tr><td>seasonal_periods</td><td>int</td><td>Number of seasonal periods in a year<br>If not set, inferred from frequency of the series.</td><td>7</td><td>True</td></tr><tr><td>n_predict</td><td>int</td><td>Number of days to forecast</td><td>5</td><td>True</td></tr><tr><td>start_window</td><td>float</td><td>Size of sliding window from start of timeseries and onwards</td><td>0.85</td><td>True</td></tr><tr><td>forecast_horizon</td><td>int</td><td>Number of days to forecast when backtesting and retraining historical</td><td>5</td><td>True</td></tr><tr><td>export</td><td>str</td><td>Format to export data</td><td></td><td>True</td></tr><tr><td>residuals</td><td>bool</td><td>Whether to show residuals for the model. Defaults to False.</td><td>False</td><td>True</td></tr><tr><td>forecast_only</td><td>bool</td><td>Whether to only show dates in the forecasting range. Defaults to False.</td><td>False</td><td>True</td></tr><tr><td>start_date</td><td>Optional[datetime]</td><td>The starting date to perform analysis, data before this is trimmed. Defaults to None.</td><td>None</td><td>True</td></tr><tr><td>end_date</td><td>Optional[datetime]</td><td>The ending date to perform analysis, data after this is trimmed. Defaults to None.</td><td>None</td><td>True</td></tr><tr><td>naive</td><td>bool</td><td>Whether to show the naive baseline. This just assumes the closing price will be the same<br>as the previous day's closing price. Defaults to False.</td><td>False</td><td>True</td></tr><tr><td>external_axes</td><td>Optional[List[plt.axes]]</td><td>External axes to plot on</td><td>None</td><td>True</td></tr></tbody></table><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="returns-1">Returns<a href="#returns-1" class="hash-link" aria-label="Direct link to Returns" title="Direct link to Returns"></a></h2><p>This function does not return anything</p><hr></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"></div><div class="col lastUpdated_JAkA"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-06-24T09:26:37.000Z" itemprop="dateModified">Jun 24, 2024</time></b> by <b>montezdesousa</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" 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