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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>Economic Indicators</h1></header>
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<p>This page provides a tutorial for getting started using the <code>obb.economy.indicators</code> endpoint, with the <code>openbb-econdb</code> provider extension.
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The command provides access to over 100 standardized indicator symbols, covering countries around the world.</p>
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<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><strong>OpenBB is not affiliated with EconDB. All service is provided "AS IS" and without warranty.</strong></p></div></div>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="authorization">Authorization<a href="#authorization" class="hash-link" aria-label="Direct link to Authorization" title="Direct link to Authorization"></a></h2>
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<p>This command requires an API key. You can create an account <a href="https://econdb.com" target="_blank" rel="noopener noreferrer">here</a>, and enter the key assigned.</p>
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<p>Leaving the key as None will attempt to retrieve a temporary token that is assigned when downloading the data as a CSV file from a browser.
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This is a workaround and can be blocked by Cloudflare. In this instance, the temporary token can be viewed by opening any indicator in your browser,
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then selecting 'Python' from the 'Export' drop-down.</p>
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<p><img decoding="async" loading="lazy" src="https://github.com/OpenBB-finance/OpenBBTerminal/assets/85772166/d2d4c6a7-e8b1-4345-b28f-0693ddb8dcf1" alt="Temporary Token" class="img_ev3q"></p>
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<p>The best method is to support the service by registering an account.</p>
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<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">obb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">user</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">credentials</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">econdb_api_key </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> REPLACE_WITH_KEY</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>
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<p>See the <a href="/platform/getting_started/api_keys">API keys</a> page for more information on credentials.</p>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="important-considerations">Important Considerations<a href="#important-considerations" class="hash-link" aria-label="Direct link to Important Considerations" title="Direct link to Important Considerations"></a></h2>
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<p><strong>Carefully inspect data before conducting analysis and arriving at conclusions.</strong></p>
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<p>EconDB sources data directly from national agencies, or other reputable sources such as the IMF, but the data itself may not be directly comparable between collections of countries. For example, some countries will have GDP data as 'annualized' (North America) while others report the values for the period.</p>
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<p>These factors can be considered as "known-unknowns", the metadata will not contain this information.</p>
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<div class="theme-admonition theme-admonition-important admonition_xJq3 alert alert--info"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>important</div><div class="admonitionContent_BuS1"><ul>
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<li>
|
||
<p>This function will not attempt to normalize the values for cross-country comparison. Some values should be manually adjusted, post-request, to accommodate.</p>
|
||
</li>
|
||
<li>
|
||
<p>Transforming levels as USD, or % of GDP, may have unexpected results where values are not appropriate for this conversion. Do not attempt to apply these transformations universally.</p>
|
||
</li>
|
||
<li>
|
||
<p>Values that are scaled to, or transformed as, a percent are returned as a normalized value - i.e, 1% = 0.01. It will have a multiplier value of 1, which is not indicative of display values.</p>
|
||
</li>
|
||
<li>
|
||
<p>Contextual information is contained within metadata, returned under the "extra" attribute of the function response.</p>
|
||
</li>
|
||
</ul></div></div>
|
||
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="available-indicators">Available Indicators<a href="#available-indicators" class="hash-link" aria-label="Direct link to Available Indicators" title="Direct link to Available Indicators"></a></h2>
|
||
<p>EconDB has a list of "main" indicators, which are standardized base symbols across the available countries for each.</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">indicators </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">available_indicators</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)">"econdb"</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">iloc</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token number" style="color:rgb(181, 206, 168)">0</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_root</th><th style="text-align:left">POLIR</th></tr></thead><tbody><tr><td style="text-align:left">symbol</td><td style="text-align:left">POLIREA</td></tr><tr><td style="text-align:left">country</td><td style="text-align:left">Euro area</td></tr><tr><td style="text-align:left">iso</td><td style="text-align:left">EA</td></tr><tr><td style="text-align:left">description</td><td style="text-align:left">Policy rate - short term</td></tr><tr><td style="text-align:left">frequency</td><td style="text-align:left">D</td></tr><tr><td style="text-align:left">currency</td><td style="text-align:left">PERCENT</td></tr><tr><td style="text-align:left">scale</td><td style="text-align:left">Units</td></tr><tr><td style="text-align:left">multiplier</td><td style="text-align:left">1</td></tr><tr><td style="text-align:left">transformation</td><td style="text-align:left">Period level</td></tr><tr><td style="text-align:left">source</td><td style="text-align:left">European Central Bank</td></tr><tr><td style="text-align:left">first_date</td><td style="text-align:left">1999-01-01</td></tr><tr><td style="text-align:left">last_date</td><td style="text-align:left">2024-04-08</td></tr><tr><td style="text-align:left">last_insert_timestamp</td><td style="text-align:left">2024-04-08 12:27:05.089860</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>Metadata is returned in the command response to the 'extra' attribute.</p></div></div>
|
||
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">data </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">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"POLIR"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> country</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"EA"</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 punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">extra</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"results_metadata"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
|
||
<div class="language-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 string" style="color:rgb(206, 145, 120)">'POLIREA'</span><span class="token punctuation" 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)">'title'</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)">'Euro area - Policy rate - short term'</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 string" style="color:rgb(206, 145, 120)">'country'</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)">'Euro area'</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 string" style="color:rgb(206, 145, 120)">'frequency'</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)">'D'</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 string" style="color:rgb(206, 145, 120)">'dataset'</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)">'ECBFM'</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 string" style="color:rgb(206, 145, 120)">'transformation'</span><span class="token punctuation" 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"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'units'</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)">'PERCENT'</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 string" style="color:rgb(206, 145, 120)">'scale'</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)">'Units'</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 string" style="color:rgb(206, 145, 120)">'multiplier'</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)">1</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 string" style="color:rgb(206, 145, 120)">'additional_info'</span><span class="token punctuation" 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)">'FREQ:Frequency'</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)">'D:Daily'</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 string" style="color:rgb(206, 145, 120)">'REF_AREA:Reference area'</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)">'U2:Euro area (Member States and Institutions of the Euro Area) changing composition'</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 string" style="color:rgb(206, 145, 120)">'CURRENCY:Currency'</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)">'EUR:Euro'</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 string" style="color:rgb(206, 145, 120)">'PROVIDER_FM:Financial market provider'</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)">'4F:ECB'</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 string" style="color:rgb(206, 145, 120)">'INSTRUMENT_FM:Financial market instrument'</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)">'KR:Key interest rate'</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 string" style="color:rgb(206, 145, 120)">'PROVIDER_FM_ID:Financial market provider identifier'</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)">'MRR_FR:ECB Main refinancing operations - fixed rate tenders (fixed rate) (date of changes)'</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 string" style="color:rgb(206, 145, 120)">'DATA_TYPE_FM:Financial market data type'</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)">'LEV:Level'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
|
||
<details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary mdxtype="summary">Basic Descriptions</summary><div><div class="collapsibleContent_i85q"><p>Basic descriptions of the base symbols can be imported from within the extension module helpers.</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_econdb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">utils</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">helpers </span><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> INDICATORS_DESCRIPTIONS</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-important admonition_xJq3 alert alert--info"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>important</div><div class="admonitionContent_BuS1"><p>This list should not be considered as the absolute source of truth. The metadata for the indicator will be returned in the command response, under the <code>extras</code> attribute.</p></div></div><table><thead><tr><th style="text-align:left">ACPOP</th><th style="text-align:left">Active population</th></tr></thead><tbody><tr><td style="text-align:left">CA</td><td style="text-align:left">Current account balance</td></tr><tr><td style="text-align:left">CAR</td><td style="text-align:left">Passenger car sales</td></tr><tr><td style="text-align:left">CBAL</td><td style="text-align:left">Commercial balance (goods + services)</td></tr><tr><td style="text-align:left">CI</td><td style="text-align:left">Change in inventories</td></tr><tr><td style="text-align:left">CKA</td><td style="text-align:left">Net foreign investment</td></tr><tr><td style="text-align:left">CLAIMS</td><td style="text-align:left">Weekly unemployment insurance claims</td></tr><tr><td style="text-align:left">CLI</td><td style="text-align:left">OECD CLI</td></tr><tr><td style="text-align:left">CON</td><td style="text-align:left">Total consumption</td></tr><tr><td style="text-align:left">CONF</td><td style="text-align:left">Consumer confidence index</td></tr><tr><td style="text-align:left">CORE</td><td style="text-align:left">Core consumer price index</td></tr><tr><td style="text-align:left">CP</td><td style="text-align:left">Construction production</td></tr><tr><td style="text-align:left">CPI</td><td style="text-align:left">Consumer price index</td></tr><tr><td style="text-align:left">CRED</td><td style="text-align:left">Domestic credit</td></tr><tr><td style="text-align:left">CREDEA</td><td style="text-align:left">Domestic credit</td></tr><tr><td style="text-align:left">DWPE</td><td style="text-align:left">Dwelling permits</td></tr><tr><td style="text-align:left">ELE</td><td style="text-align:left">Production electricity</td></tr><tr><td style="text-align:left">EMP</td><td style="text-align:left">Total employment</td></tr><tr><td style="text-align:left">EMRATIO</td><td style="text-align:left">Employment to working age population</td></tr><tr><td style="text-align:left">EQYCAP</td><td style="text-align:left">Market capitalization</td></tr><tr><td style="text-align:left">EXP</td><td style="text-align:left">Exports of goods and services</td></tr><tr><td style="text-align:left">EXPMON</td><td style="text-align:left">Monthly exports</td></tr><tr><td style="text-align:left">GASDEM</td><td style="text-align:left">Gas demand</td></tr><tr><td style="text-align:left">GASODEM</td><td style="text-align:left">Gasoline demand</td></tr><tr><td style="text-align:left">GASOPROD</td><td style="text-align:left">Gasoline production</td></tr><tr><td style="text-align:left">GASPROD</td><td style="text-align:left">Gas production</td></tr><tr><td style="text-align:left">GBAL</td><td style="text-align:left">Government balance</td></tr><tr><td style="text-align:left">GCF</td><td style="text-align:left">Gross capital formation</td></tr><tr><td style="text-align:left">GDEBT</td><td style="text-align:left">Government debt</td></tr><tr><td style="text-align:left">GDEBTN</td><td style="text-align:left">Government net debt</td></tr><tr><td style="text-align:left">GDP</td><td style="text-align:left">Gross domestic product</td></tr><tr><td style="text-align:left">GDPDEF</td><td style="text-align:left">GDP deflator</td></tr><tr><td style="text-align:left">GDPPC</td><td style="text-align:left">GDP per capita</td></tr><tr><td style="text-align:left">GFCF</td><td style="text-align:left">Gross fixed capital formation</td></tr><tr><td style="text-align:left">GREV</td><td style="text-align:left">General government total revenue</td></tr><tr><td style="text-align:left">GSPE</td><td style="text-align:left">General government total expenditure</td></tr><tr><td style="text-align:left">HHDIR</td><td style="text-align:left">Household debt to income ratio</td></tr><tr><td style="text-align:left">HHS</td><td style="text-align:left">Household saving</td></tr><tr><td style="text-align:left">HOU</td><td style="text-align:left">House price</td></tr><tr><td style="text-align:left">IBD1</td><td style="text-align:left">Interbank lending overnight rate</td></tr><tr><td style="text-align:left">IIPA</td><td style="text-align:left">International investment position: Assets</td></tr><tr><td style="text-align:left">IIPL</td><td style="text-align:left">International investment position: Liabilities</td></tr><tr><td style="text-align:left">IMP</td><td style="text-align:left">Imports of goods and services</td></tr><tr><td style="text-align:left">IMPMON</td><td style="text-align:left">Monthly imports</td></tr><tr><td style="text-align:left">INVER</td><td style="text-align:left">Investment rate</td></tr><tr><td style="text-align:left">IP</td><td style="text-align:left">Industrial production</td></tr><tr><td style="text-align:left">JHR</td><td style="text-align:left">Job hires rate</td></tr><tr><td style="text-align:left">JLR</td><td style="text-align:left">Job layoffs rate</td></tr><tr><td style="text-align:left">JQR</td><td style="text-align:left">Job quits rate</td></tr><tr><td style="text-align:left">JVR</td><td style="text-align:left">Job vacancy rate</td></tr><tr><td style="text-align:left">KA</td><td style="text-align:left">Capital account</td></tr><tr><td style="text-align:left">LE00</td><td style="text-align:left">Life expectancy at birth</td></tr><tr><td style="text-align:left">LMICS</td><td style="text-align:left">Low and Middle Income Commodity Index (World Bank)</td></tr><tr><td style="text-align:left">M3</td><td style="text-align:left">Money supply</td></tr><tr><td style="text-align:left">M3YD</td><td style="text-align:left">3 month yield</td></tr><tr><td style="text-align:left">MB</td><td style="text-align:left">Monetary base</td></tr><tr><td style="text-align:left">NCT</td><td style="text-align:left">Net current transfers (Secondary Income)</td></tr><tr><td style="text-align:left">NFCI</td><td style="text-align:left">Non-financial corporations investment rate</td></tr><tr><td style="text-align:left">NFCLOAN</td><td style="text-align:left">Lending to non-financial corporations</td></tr><tr><td style="text-align:left">NIIP</td><td style="text-align:left">Net international investment position</td></tr><tr><td style="text-align:left">NPL</td><td style="text-align:left">Non performing loans</td></tr><tr><td style="text-align:left">NY</td><td style="text-align:left">Net income from abroad (Primary Income)</td></tr><tr><td style="text-align:left">OILDEM</td><td style="text-align:left">Oil demand</td></tr><tr><td style="text-align:left">OILPROD</td><td style="text-align:left">Oil production</td></tr><tr><td style="text-align:left">PALUM</td><td style="text-align:left">Aluminum</td></tr><tr><td style="text-align:left">PAPPLE</td><td style="text-align:left">Non-Citrus Fruit, Apple</td></tr><tr><td style="text-align:left">PART</td><td style="text-align:left">Participation rate</td></tr><tr><td style="text-align:left">PBANSOP</td><td style="text-align:left">Bananas</td></tr><tr><td style="text-align:left">PBARL</td><td style="text-align:left">Barley</td></tr><tr><td style="text-align:left">PBEEF</td><td style="text-align:left">Beef</td></tr><tr><td style="text-align:left">PCE</td><td style="text-align:left">Personal consumption expenditure price index</td></tr><tr><td style="text-align:left">PCHANA</td><td style="text-align:left">Legumes, Chickpea</td></tr><tr><td style="text-align:left">PCHROM</td><td style="text-align:left">Chromium</td></tr><tr><td style="text-align:left">PCOALAU</td><td style="text-align:left">Coal, Australia</td></tr><tr><td style="text-align:left">PCOALSA</td><td style="text-align:left">Coal, South Africa</td></tr><tr><td style="text-align:left">PCOBA</td><td style="text-align:left">Cobalt</td></tr><tr><td style="text-align:left">PCOCO</td><td style="text-align:left">Cocoa</td></tr><tr><td style="text-align:left">PCOFFOTM</td><td style="text-align:left">Coffee, Other Mild Arabica</td></tr><tr><td style="text-align:left">PCOFFROB</td><td style="text-align:left">Coffee, Robustas</td></tr><tr><td style="text-align:left">PCOIL</td><td style="text-align:left">Coconut Oil</td></tr><tr><td style="text-align:left">PCOPP</td><td style="text-align:left">Copper</td></tr><tr><td style="text-align:left">PCOTTIND</td><td style="text-align:left">Cotton</td></tr><tr><td style="text-align:left">PDAP</td><td style="text-align:left">Diammonium phosphate</td></tr><tr><td style="text-align:left">PFSHMEAL</td><td style="text-align:left">Fish Meal</td></tr><tr><td style="text-align:left">PGASO</td><td style="text-align:left">Gasoline</td></tr><tr><td style="text-align:left">PGNUTS</td><td style="text-align:left">Groundnuts</td></tr><tr><td style="text-align:left">PGOLD</td><td style="text-align:left">Gold</td></tr><tr><td style="text-align:left">PHEATOIL</td><td style="text-align:left">Heating Oil</td></tr><tr><td style="text-align:left">PHIDE</td><td style="text-align:left">Hides</td></tr><tr><td style="text-align:left">PIORECR</td><td style="text-align:left">Iron</td></tr><tr><td style="text-align:left">PLAMB</td><td style="text-align:left">Lamb</td></tr><tr><td style="text-align:left">PLEAD</td><td style="text-align:left">Lead</td></tr><tr><td style="text-align:left">PLITH</td><td style="text-align:left">Lithium</td></tr><tr><td style="text-align:left">PLMMODY</td><td style="text-align:left">Molybdenum</td></tr><tr><td style="text-align:left">PLOGORE</td><td style="text-align:left">Soft Logs</td></tr><tr><td style="text-align:left">PLOGSK</td><td style="text-align:left">Hard Logs, Import Price Japan</td></tr><tr><td style="text-align:left">PMAIZMT</td><td style="text-align:left">Corn</td></tr><tr><td style="text-align:left">PMANGELE</td><td style="text-align:left">Manganese</td></tr><tr><td style="text-align:left">PMILK</td><td style="text-align:left">Dairy Products, Milk</td></tr><tr><td style="text-align:left">PNGASEU</td><td style="text-align:left">Natural gas, EU</td></tr><tr><td style="text-align:left">PNGASJP</td><td style="text-align:left">LNG, Asia</td></tr><tr><td style="text-align:left">PNGASUS</td><td style="text-align:left">Natural Gas, US Henry Hub Gas</td></tr><tr><td style="text-align:left">PNICK</td><td style="text-align:left">Nickel</td></tr><tr><td style="text-align:left">POATS</td><td style="text-align:left">Oats</td></tr><tr><td style="text-align:left">POILAPSP</td><td style="text-align:left">APSP crude oil($/bbl)</td></tr><tr><td style="text-align:left">POILBRE</td><td style="text-align:left">Brent Crude</td></tr><tr><td style="text-align:left">POILDUB</td><td style="text-align:left">Dubai Crude</td></tr><tr><td style="text-align:left">POILWTI</td><td style="text-align:left">WTI Crude</td></tr><tr><td style="text-align:left">POLIR</td><td style="text-align:left">Policy rate - short term</td></tr><tr><td style="text-align:left">POLVOIL</td><td style="text-align:left">Olive Oil</td></tr><tr><td style="text-align:left">POP</td><td style="text-align:left">Population</td></tr><tr><td style="text-align:left">PORANG</td><td style="text-align:left">Orange</td></tr><tr><td style="text-align:left">PPALLA</td><td style="text-align:left">Palladium</td></tr><tr><td style="text-align:left">PPI</td><td style="text-align:left">Producer price index</td></tr><tr><td style="text-align:left">PPLAT</td><td style="text-align:left">Platinum</td></tr><tr><td style="text-align:left">PPOIL</td><td style="text-align:left">Palm Oil</td></tr><tr><td style="text-align:left">PPORK</td><td style="text-align:left">Swine</td></tr><tr><td style="text-align:left">PPOTASH</td><td style="text-align:left">Potassium Fertilizer</td></tr><tr><td style="text-align:left">PPOULT</td><td style="text-align:left">Poultry</td></tr><tr><td style="text-align:left">PPROPANE</td><td style="text-align:left">Propane</td></tr><tr><td style="text-align:left">PRC</td><td style="text-align:left">Private consumption</td></tr><tr><td style="text-align:left">PREODOM</td><td style="text-align:left">Rare Earth Elements</td></tr><tr><td style="text-align:left">PRICENPQ</td><td style="text-align:left">Rice, Thailand</td></tr><tr><td style="text-align:left">PRIDEBT</td><td style="text-align:left">Private debt</td></tr><tr><td style="text-align:left">PROIL</td><td style="text-align:left">Rapeseed Oil</td></tr><tr><td style="text-align:left">PRUBB</td><td style="text-align:left">Rubber</td></tr><tr><td style="text-align:left">PSALM</td><td style="text-align:left">Fish</td></tr><tr><td style="text-align:left">PSAWMAL</td><td style="text-align:left">Hard Sawnwood, Dark Red Meranti</td></tr><tr><td style="text-align:left">PSAWORE</td><td style="text-align:left">Soft Sawnwood, Average of Softwoods,</td></tr><tr><td style="text-align:left">PSHRI</td><td style="text-align:left">Shrimp</td></tr><tr><td style="text-align:left">PSILLUMP</td><td style="text-align:left">Silicon</td></tr><tr><td style="text-align:left">PSILVER</td><td style="text-align:left">Silver</td></tr><tr><td style="text-align:left">PSMEA</td><td style="text-align:left">Soybean Meal</td></tr><tr><td style="text-align:left">PSOIL</td><td style="text-align:left">Soybeans Oil</td></tr><tr><td style="text-align:left">PSORG</td><td style="text-align:left">Sorghum</td></tr><tr><td style="text-align:left">PSOYB</td><td style="text-align:left">Soybeans</td></tr><tr><td style="text-align:left">PSUGAISA</td><td style="text-align:left">Sugar, No. 11, World</td></tr><tr><td style="text-align:left">PSUGAUSA</td><td style="text-align:left">Sugar, No. 16, US</td></tr><tr><td style="text-align:left">PSUNO</td><td style="text-align:left">Sunflower Oil</td></tr><tr><td style="text-align:left">PTEA</td><td style="text-align:left">Tea, Kenyan</td></tr><tr><td style="text-align:left">PTEAINDIA</td><td style="text-align:left">Tea, Kolkata</td></tr><tr><td style="text-align:left">PTEAMOM</td><td style="text-align:left">Tea, Mombasa</td></tr><tr><td style="text-align:left">PTEASL</td><td style="text-align:left">Tea, Colombo</td></tr><tr><td style="text-align:left">PTIN</td><td style="text-align:left">Tin</td></tr><tr><td style="text-align:left">PTOMATO</td><td style="text-align:left">Vegetables, Tomato</td></tr><tr><td style="text-align:left">PUC</td><td style="text-align:left">Public consumption</td></tr><tr><td style="text-align:left">PURAN</td><td style="text-align:left">Uranium</td></tr><tr><td style="text-align:left">PUREA</td><td style="text-align:left">Urea</td></tr><tr><td style="text-align:left">PVANPENT</td><td style="text-align:left">Vanadium</td></tr><tr><td style="text-align:left">PWHEAMT</td><td style="text-align:left">Wheat</td></tr><tr><td style="text-align:left">PWOOLC</td><td style="text-align:left">Wool, Coarse</td></tr><tr><td style="text-align:left">PWOOLF</td><td style="text-align:left">Wool, Fine</td></tr><tr><td style="text-align:left">PZINC</td><td style="text-align:left">Zinc</td></tr><tr><td style="text-align:left">RCI</td><td style="text-align:left">Real change in inventories</td></tr><tr><td style="text-align:left">RCON</td><td style="text-align:left">Real total consumption</td></tr><tr><td style="text-align:left">REER</td><td style="text-align:left">Real effective exchange rate</td></tr><tr><td style="text-align:left">REEREA</td><td style="text-align:left">Real effective exchange rate</td></tr><tr><td style="text-align:left">RETA</td><td style="text-align:left">Retail trade</td></tr><tr><td style="text-align:left">REXP</td><td style="text-align:left">Real exports of goods and services</td></tr><tr><td style="text-align:left">RGCF</td><td style="text-align:left">Real gross capital formation</td></tr><tr><td style="text-align:left">RGDP</td><td style="text-align:left">Real gross domestic product</td></tr><tr><td style="text-align:left">RGDPPC</td><td style="text-align:left">Real GDP per capita</td></tr><tr><td style="text-align:left">RGFCF</td><td style="text-align:left">Real gross fixed capital formation</td></tr><tr><td style="text-align:left">RIMP</td><td style="text-align:left">Real imports of goods and services</td></tr><tr><td style="text-align:left">RPRC</td><td style="text-align:left">Real private consumption</td></tr><tr><td style="text-align:left">RPUC</td><td style="text-align:left">Real public consumption</td></tr><tr><td style="text-align:left">SEI</td><td style="text-align:left">Stock exchange index</td></tr><tr><td style="text-align:left">SENT</td><td style="text-align:left">Sentiment index</td></tr><tr><td style="text-align:left">TB</td><td style="text-align:left">Trade balance</td></tr><tr><td style="text-align:left">URATE</td><td style="text-align:left">Unemployment</td></tr><tr><td style="text-align:left">UTIL</td><td style="text-align:left">Utilization rate</td></tr><tr><td style="text-align:left">WAGE</td><td style="text-align:left">Wages/Earnings</td></tr><tr><td style="text-align:left">WAGEMAN</td><td style="text-align:left">Hourly wage manufacturing</td></tr><tr><td style="text-align:left">Y10YD</td><td style="text-align:left">Long term yield</td></tr></tbody></table></div></div></details>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="countries">Countries<a href="#countries" class="hash-link" aria-label="Direct link to Countries" title="Direct link to Countries"></a></h2>
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<details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_i85q"><p>The <code>country</code> parameter will accept the ISO country code, or the country name. Regional groups listed below are also valid:</p><ul>
|
||
<li>all</li>
|
||
<li>africa</li>
|
||
<li>central_asia</li>
|
||
<li>east_asia</li>
|
||
<li>europe</li>
|
||
<li>g7</li>
|
||
<li>g20</li>
|
||
<li>latin_america</li>
|
||
<li>middle_east</li>
|
||
<li>north_america</li>
|
||
<li>oceania</li>
|
||
<li>south_asia</li>
|
||
<li>southeast_asia</li>
|
||
</ul><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>Some symbols do not have a country - e.g., commodity items - and they will ignore any supplied values to the parameter.
|
||
Not every indicator has data for every country. Items with no results will be communicated via the <code>warnings</code> attribute of the response object.</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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"POLIR"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> country</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"southeast_asia"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">OBBject</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">id: 0661ac07-ab9c-7ebf-8000-849fef1202bc</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">results: [{'date': datetime.date(2013, 4, 29), 'symbol': 'POLIRSG', 'country': 'Sin...</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">provider: econdb</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">warnings: [{'category': 'UserWarning', 'message': "Invalid country code for...</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">chart: None</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">extra: {'results_metadata': {'POLIRID': {'title': 'Indonesia - Policy rate - short ...</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><h3 class="anchor anchorWithStickyNavbar_LWe7" id="countries-by-indicator">Countries By Indicator<a href="#countries-by-indicator" class="hash-link" aria-label="Direct link to Countries By Indicator" title="Direct link to Countries By Indicator"></a></h3><p>In addition to filtering the <code>available_indicators</code> data locally, countries by indicator can be imported as a utility function from the <code>openbb_econdb.utils.helpers</code> module.</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_econdb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">utils</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">helpers </span><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> get_indicator_countries</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">get_indicator_countries</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"GDPPC"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><span class="token plain"> </span><span class="token comment" style="color:rgb(106, 153, 85)"># returns a list of two-letter ISO country codes</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></details>
|
||
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-enter-symbols">How To Enter Symbols<a href="#how-to-enter-symbols" class="hash-link" aria-label="Direct link to How To Enter Symbols" title="Direct link to How To Enter Symbols"></a></h2>
|
||
<details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_i85q"><p>The three parameters - symbol, country, transform - all work together.</p><ul>
|
||
<li>Symbol (base symbol)<!-- -->
|
||
<ul>
|
||
<li>CPI, GDP, CORE, etc</li>
|
||
<li>Multiple items allowed</li>
|
||
</ul>
|
||
</li>
|
||
<li>Country<!-- -->
|
||
<ul>
|
||
<li>ISO country code, or name</li>
|
||
<li>Multiple items allowed</li>
|
||
</ul>
|
||
</li>
|
||
<li>Transform<!-- -->
|
||
<ul>
|
||
<li><code>tpop</code>: Percent change from previous period</li>
|
||
<li><code>toya</code>: Percent change from year ago</li>
|
||
<li><code>tusd</code>: Values as US dollars</li>
|
||
<li><code>tpgp</code>: Values as a percent of GDP</li>
|
||
</ul>
|
||
</li>
|
||
</ul><p>The <code>transform</code> will apply to all combinations of <code>symbol</code> and <code>country</code>.</p><div class="theme-admonition theme-admonition-warning admonition_xJq3 alert alert--warning"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>warning</div><div class="admonitionContent_BuS1"><p>If you attempt to pass a base symbol (excluding commodity and world indicators) with no country, it will raise an error.</p></div></div><details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary mdxtype="summary">Example - One Indicator & Country</summary><div><div class="collapsibleContent_i85q"><p>M3 Money Supply</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">data </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> 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">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"M3"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> country</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"us"</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">data</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)">12</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">symbol_root</th><th style="text-align:left">symbol</th><th style="text-align:left">country</th><th style="text-align:right">value</th></tr></thead><tbody><tr><td style="text-align:left">2023-03-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">21027</td></tr><tr><td style="text-align:left">2023-04-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20843</td></tr><tr><td style="text-align:left">2023-05-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20711</td></tr><tr><td style="text-align:left">2023-06-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20749</td></tr><tr><td style="text-align:left">2023-07-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20724</td></tr><tr><td style="text-align:left">2023-08-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20695</td></tr><tr><td style="text-align:left">2023-09-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20669</td></tr><tr><td style="text-align:left">2023-10-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20636</td></tr><tr><td style="text-align:left">2023-11-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20723</td></tr><tr><td style="text-align:left">2023-12-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20890</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20862</td></tr><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">M3</td><td style="text-align:left">M3US</td><td style="text-align:left">United States</td><td style="text-align:right">20788</td></tr></tbody></table><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">extra</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">get</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"results_metadata"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-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 string" style="color:rgb(206, 145, 120)">'M3US'</span><span class="token punctuation" 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)">'title'</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)">'United States - Money supply'</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 string" style="color:rgb(206, 145, 120)">'country'</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)">'United States'</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 string" style="color:rgb(206, 145, 120)">'frequency'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'M'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'dataset'</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)">'FRB_H6_M2'</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 string" style="color:rgb(206, 145, 120)">'transform'</span><span class="token punctuation" 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"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'units'</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)">'DOMESTIC'</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 string" style="color:rgb(206, 145, 120)">'scale'</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)">'Billions'</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 string" style="color:rgb(206, 145, 120)">'multiplier'</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)">1000000000</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 string" style="color:rgb(206, 145, 120)">'additional_info'</span><span class="token punctuation" 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)">'ADJUSTED:Seasonal Adjustment'</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)">'NSA:Not seasonally adjusted'</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 string" style="color:rgb(206, 145, 120)">'CURRENCY:Currency'</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)">'USD:United States / United States Dollar'</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 string" style="color:rgb(206, 145, 120)">'FREQ:Frequency'</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)">'129:Monthly'</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 string" style="color:rgb(206, 145, 120)">'SERIES_NAME:Series name (FRB)'</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)">'M2_N.M:M2_N.M'</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 string" style="color:rgb(206, 145, 120)">'UNIT:Units'</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)">'CURRENCY:Currency'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div></div></details><details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary mdxtype="summary">Example - One Indicator & Country With Transform</summary><div><div class="collapsibleContent_i85q"><p>US PPI - Change from one year ago.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">data </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> 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">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"PPI"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> country</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"us"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> transform</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"toya"</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">data</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)">12</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">symbol_root</th><th style="text-align:left">symbol</th><th style="text-align:left">country</th><th style="text-align:right">value</th></tr></thead><tbody><tr><td style="text-align:left">2023-04-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.022995</td></tr><tr><td style="text-align:left">2023-05-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.011822</td></tr><tr><td style="text-align:left">2023-06-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.001912</td></tr><tr><td style="text-align:left">2023-07-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.008722</td></tr><tr><td style="text-align:left">2023-08-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.016003</td></tr><tr><td style="text-align:left">2023-09-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.021542</td></tr><tr><td style="text-align:left">2023-10-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.013481</td></tr><tr><td style="text-align:left">2023-11-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.008465</td></tr><tr><td style="text-align:left">2023-12-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.00948</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.008222</td></tr><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.015153</td></tr><tr><td style="text-align:left">2024-03-01</td><td style="text-align:left">PPI</td><td style="text-align:left">PPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.020896</td></tr></tbody></table><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">extra</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">get</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"results_metadata"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-text codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">{'PPIUS~TOYA': {'title': 'United States - Producer price index',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'country': 'United States',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'frequency': 'M',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'dataset': 'BLS_PPI00',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'transform': 'Change from one year ago',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'units': 'INDEX',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'scale': 'PERCENT',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'multiplier': 1,</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'additional_info': {'DATA_DOMAIN:Data Domain': 'PPI:Producer price indices',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'REF_AREA:Reference country or area': 'US:United States',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'INDICATOR:Economic Indicator': 'PPPI_SA_IX:Prices, Producer Price Index, All Commodities, Seasonally adjusted, Index',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'COUNTERPART_AREA:Counterpart country or area': '_Z:Not applicable',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'FREQ:Frequency': 'M:Monthly',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'UNIT_MULT:Unit multiplier': '0:Units'}}}</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></details><details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary mdxtype="summary">Example - Commodity Indicator</summary><div><div class="collapsibleContent_i85q"><p>Values are always in USD.</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">lead </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">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"plead"</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">lead</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)">4</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">date</th><th style="text-align:left">symbol_root</th><th style="text-align:left">symbol</th><th style="text-align:left">country</th><th style="text-align:right">value</th></tr></thead><tbody><tr><td style="text-align:left">2023-10-01</td><td style="text-align:left">PLEAD</td><td style="text-align:left">PLEAD</td><td style="text-align:left">World</td><td style="text-align:right">2131.4</td></tr><tr><td style="text-align:left">2023-11-01</td><td style="text-align:left">PLEAD</td><td style="text-align:left">PLEAD</td><td style="text-align:left">World</td><td style="text-align:right">2188.5</td></tr><tr><td style="text-align:left">2023-12-01</td><td style="text-align:left">PLEAD</td><td style="text-align:left">PLEAD</td><td style="text-align:left">World</td><td style="text-align:right">2027.2</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">PLEAD</td><td style="text-align:left">PLEAD</td><td style="text-align:left">World</td><td style="text-align:right">2087.4</td></tr></tbody></table><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">lead</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">extra</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"results_metadata"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-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 string" style="color:rgb(206, 145, 120)">'PLEAD'</span><span class="token punctuation" 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)">'title'</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)">'World - Lead'</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 string" style="color:rgb(206, 145, 120)">'country'</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)">'World'</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 string" style="color:rgb(206, 145, 120)">'frequency'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'M'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'dataset'</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)">'IMF_PCPS'</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 string" style="color:rgb(206, 145, 120)">'transform'</span><span class="token punctuation" 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"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'units'</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)">'USD'</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 string" style="color:rgb(206, 145, 120)">'scale'</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)">'Units'</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 string" style="color:rgb(206, 145, 120)">'multiplier'</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)">1</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 string" style="color:rgb(206, 145, 120)">'additional_info'</span><span class="token punctuation" 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)">'FREQ:Frequency'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'M:Monthly'</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 string" style="color:rgb(206, 145, 120)">'REF_AREA:Reference Area'</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)">'W00:All Countries, excluding the IO'</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 string" style="color:rgb(206, 145, 120)">'COMMODITY:Commodity'</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)">'PLEAD:Primary Commodity Prices, Lead'</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 string" style="color:rgb(206, 145, 120)">'UNIT_MEASURE:Unit of Measure'</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)">'USD:US Dollars'</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 string" style="color:rgb(206, 145, 120)">'UNIT_MULT:Scale'</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)">'0:Units'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div></div></details><details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary mdxtype="summary">Example - Multiple Indicators & Countries With Transform</summary><div><div class="collapsibleContent_i85q"><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">params </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)">"symbol"</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)">"core,cpi"</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)">"country"</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)">"us,de,jp"</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)">"transform"</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)">"toya"</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"> 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">indicators</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">params</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">df </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token 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 builtin" style="color:rgb(86, 156, 214)">filter</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">like</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"2024"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> axis</span><span class="token operator" 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><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">df</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">date</th><th style="text-align:left">symbol_root</th><th style="text-align:left">symbol</th><th style="text-align:left">country</th><th style="text-align:right">value</th></tr></thead><tbody><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">CORE</td><td style="text-align:left">COREDE~TOYA</td><td style="text-align:left">Germany</td><td style="text-align:right">0.03394</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">CORE</td><td style="text-align:left">COREJP~TOYA</td><td style="text-align:left">Japan</td><td style="text-align:right">0.03523</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">CORE</td><td style="text-align:left">COREUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.03875</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIDE~TOYA</td><td style="text-align:left">Germany</td><td style="text-align:right">0.02887</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIJP~TOYA</td><td style="text-align:left">Japan</td><td style="text-align:right">0.021012</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.03106</td></tr><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">CORE</td><td style="text-align:left">COREDE~TOYA</td><td style="text-align:left">Germany</td><td style="text-align:right">0.03454</td></tr><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">CORE</td><td style="text-align:left">COREJP~TOYA</td><td style="text-align:left">Japan</td><td style="text-align:right">0.03216</td></tr><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">CORE</td><td style="text-align:left">COREUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.03762</td></tr><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIDE~TOYA</td><td style="text-align:left">Germany</td><td style="text-align:right">0.02517</td></tr><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIJP~TOYA</td><td style="text-align:left">Japan</td><td style="text-align:right">0.02788</td></tr><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.03166</td></tr><tr><td style="text-align:left">2024-03-01</td><td style="text-align:left">CORE</td><td style="text-align:left">COREUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.03797</td></tr><tr><td style="text-align:left">2024-03-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIDE~TOYA</td><td style="text-align:left">Germany</td><td style="text-align:right">0.021533</td></tr><tr><td style="text-align:left">2024-03-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIUS~TOYA</td><td style="text-align:left">United States</td><td style="text-align:right">0.03475</td></tr></tbody></table></div></div></details><details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary mdxtype="summary">Example - All Countries</summary><div><div class="collapsibleContent_i85q"><p>Setting the country to "all" will retrieve data for all available countries.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">data </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> 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">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"ny"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> country</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"all"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> transform</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"tusd"</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">data</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 builtin" style="color:rgb(86, 156, 214)">filter</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">like</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"2024"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> axis</span><span class="token operator" 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><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">symbol_root</th><th style="text-align:left">symbol</th><th style="text-align:left">country</th><th style="text-align:right">value</th></tr></thead><tbody><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYBE~TUSD</td><td style="text-align:left">Belgium</td><td style="text-align:right">1132.6</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYBG~TUSD</td><td style="text-align:left">Bulgaria</td><td style="text-align:right">-78.79</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYHR~TUSD</td><td style="text-align:left">Croatia</td><td style="text-align:right">31.99</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYCZ~TUSD</td><td style="text-align:left">Czechia</td><td style="text-align:right">-676.3</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYDK~TUSD</td><td style="text-align:left">Denmark</td><td style="text-align:right">1323.6</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYEE~TUSD</td><td style="text-align:left">Estonia</td><td style="text-align:right">-131.74</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYFI~TUSD</td><td style="text-align:left">Finland</td><td style="text-align:right">626.4</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYFR~TUSD</td><td style="text-align:left">France</td><td style="text-align:right">8570</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYDE~TUSD</td><td style="text-align:left">Germany</td><td style="text-align:right">13656</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYGR~TUSD</td><td style="text-align:left">Greece</td><td style="text-align:right">451.5</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYHU~TUSD</td><td style="text-align:left">Hungary</td><td style="text-align:right">-528.7</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYIT~TUSD</td><td style="text-align:left">Italy</td><td style="text-align:right">-509.5</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYLV~TUSD</td><td style="text-align:left">Latvia</td><td style="text-align:right">53.57</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYLT~TUSD</td><td style="text-align:left">Lithuania</td><td style="text-align:right">-111.62</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYLU~TUSD</td><td style="text-align:left">Luxembourg</td><td style="text-align:right">-3791</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYMT~TUSD</td><td style="text-align:left">Malta</td><td style="text-align:right">-218.54</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYPL~TUSD</td><td style="text-align:left">Poland</td><td style="text-align:right">-3029</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYPT~TUSD</td><td style="text-align:left">Portugal</td><td style="text-align:right">28.42</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYRO~TUSD</td><td style="text-align:left">Romania</td><td style="text-align:right">-410.1</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYSK~TUSD</td><td style="text-align:left">Slovakia</td><td style="text-align:right">-342.7</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYSI~TUSD</td><td style="text-align:left">Slovenia</td><td style="text-align:right">-82.76</td></tr><tr><td style="text-align:left">2024-01-01</td><td style="text-align:left">NY</td><td style="text-align:left">NYSE~TUSD</td><td style="text-align:left">Sweden</td><td style="text-align:right">2334.1</td></tr></tbody></table><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">extra</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">get</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"results_metadata"</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)">"NYSE~TUSD"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-text codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">{'title': 'Sweden - Net income from abroad (Primary Income)',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'country': 'Sweden',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'frequency': 'M',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'dataset': 'BOP_C6_M',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'transform': 'Values as US dollars',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'units': 'USD',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'scale': 'Units',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'multiplier': 1000000,</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'additional_info': {'GEO:Geopolitical entity (reporting)': 'SE:Sweden',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'PARTNER:Geopolitical entity (partner)': 'WRL_REST:Rest of the world',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'SECTPART:Sector (ESA 2010)': 'S1:Total economy',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'SECTOR10:Sector (ESA 2010)': 'S1:Total economy',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'FREQ:Frequency': 'M:Monthly',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'STK_FLOW:Stock or flow': 'BAL:Balance',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'CURRENCY:Currency': 'MIO_NAC:Million units of national currency',</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> 'BOP_ITEM:BOP_item': 'IN1:Primary income'}}</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></details></div></div></details>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="advanced-symbols">Advanced Symbols<a href="#advanced-symbols" class="hash-link" aria-label="Direct link to Advanced Symbols" title="Direct link to Advanced Symbols"></a></h2>
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<details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_i85q"><p>The grouping behaviour can be overridden. This will allow multiple transformations, or for a specific symbol to ignore the supplied <code>country</code> and <code>transform</code> parameters.</p><details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary mdxtype="summary">Example - Bypass Group Parameters</summary><div><div class="collapsibleContent_i85q"><p>The "~" character is used to separate the base symbol + 2-letter ISO country code, and the transformation.
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It works as a flag to exclude from the other parameters.</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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"CPIUS~"</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)">2</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">date</th><th style="text-align:left">symbol_root</th><th style="text-align:left">symbol</th><th style="text-align:left">country</th><th style="text-align:right">value</th></tr></thead><tbody><tr><td style="text-align:left">2024-02-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIUS</td><td style="text-align:left">United States</td><td style="text-align:right">311.1</td></tr><tr><td style="text-align:left">2024-03-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIUS</td><td style="text-align:left">United States</td><td style="text-align:right">312.2</td></tr></tbody></table><p>Without "~", symbols are assumed to be a base symbol, and require a country parameter. An error (or warning where at least one symbol supplied was valid) is raised if the condition is not met.</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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"CPIUS"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">OpenBBError: No valid combination of indicator symbols and countries were supplied.</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">Valid countries for 'CPIUS' are: None</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">If the symbol - CPIUS - is missing a country code. Please add the two-letter country code or use the country parameter.</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">If already included, add '~' to the end of the symbol.</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 example bypasses the transformation for US data, applying it only to France.</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">economy</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">symbol</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"CPIUS~"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token string" style="color:rgb(206, 145, 120)">"CPI"</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"> country</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"fr"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> transform</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"toya"</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)">2</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th style="text-align:left">date</th><th style="text-align:left">symbol_root</th><th style="text-align:left">symbol</th><th style="text-align:left">country</th><th style="text-align:right">value</th></tr></thead><tbody><tr><td style="text-align:left">2024-03-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIFR~TOYA</td><td style="text-align:left">France</td><td style="text-align:right">0.022947</td></tr><tr><td style="text-align:left">2024-03-01</td><td style="text-align:left">CPI</td><td style="text-align:left">CPIUS</td><td style="text-align:left">United States</td><td style="text-align:right">312.2</td></tr></tbody></table></div></div></details><details class="details_lb9f alert alert--info details_r1OI" data-collapsed="true"><summary mdxtype="summary">Example - Non-Standard Symbols</summary><div><div class="collapsibleContent_i85q"><p>The <code>symbol</code> parameter can also be used to access non-standard series. These are specific to reporting entities, like the Ministry of Finance, Japan.
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These symbols are not searchable, but the structure will be familiar if you have worked with the particular source before.
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For this purpose, enter each symbol ending with, "~".</p><div class="theme-admonition theme-admonition-important admonition_xJq3 alert alert--info"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>important</div><div class="admonitionContent_BuS1"><p>Non-standard symbols will not have transformations, standardized metadata, or normalized percent values.</p></div></div><p>Japan Yield Curve</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">symbols </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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.1Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.2Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.3Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.4Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.5Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.6Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.7Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.8Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.9Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.10Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.15Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.20Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.25Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.30Y.D.JP~"</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 string" style="color:rgb(206, 145, 120)">"MFJP_IR.40Y.D.JP~"</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">data </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">indicators</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">symbol</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain">symbols</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">curve </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token 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 builtin" style="color:rgb(86, 156, 214)">filter</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain">like</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"2024-04-11"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"> axis</span><span class="token operator" 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><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">curve</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">symbol_root</th><th style="text-align:left">symbol</th><th style="text-align:left">country</th><th style="text-align:right">value</th></tr></thead><tbody><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.1Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.068</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.2Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.27</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.3Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.28</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.4Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.37</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.5Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.485</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.6Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.508</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.7Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.592</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.8Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.68</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.9Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.757</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.10Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">0.854</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.15Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">1.289</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.20Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">1.625</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.25Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">1.78</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.30Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">1.907</td></tr><tr><td style="text-align:left">2024-04-11</td><td style="text-align:left"></td><td style="text-align:left">MFJP_IR.40Y.D.JP</td><td style="text-align:left">Japan</td><td style="text-align:right">2.065</td></tr></tbody></table><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">data</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">extra</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"results_metadata"</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">get</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token string" style="color:rgb(206, 145, 120)">"MFJP_IR.5Y.D.JP"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-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 string" style="color:rgb(206, 145, 120)">'title'</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)">'Japan - Japanese Government Bonds - 5Y yield'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'country'</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)">'Japan'</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 string" style="color:rgb(206, 145, 120)">'frequency'</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)">'D'</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 string" style="color:rgb(206, 145, 120)">'dataset'</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)">'MFJP_IR'</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 string" style="color:rgb(206, 145, 120)">'transform'</span><span class="token punctuation" 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"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'units'</span><span class="token punctuation" 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"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'scale'</span><span class="token punctuation" 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"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'multiplier'</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)">1</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 string" style="color:rgb(206, 145, 120)">'additional_info'</span><span class="token punctuation" 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)">'3:Indicator'</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)">'8:Japanese Government Bonds - 5Y yield'</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">'GEO:None'</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)">'107:None'</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></div></div></details></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 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