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<div style="border-bottom: solid 1px #e4e6ea; display: flex; width: 100%; margin-top: 2rem; ">
<div style="margin-right: 15px; margin-top: 3px;">
<img src="https://cdn.quantconnect.com/i/tu/docs-research-icon.svg" />
</div>
<div class="documentation-main-header">
<h1 style="margin-top:0; line-height:0.9">Research Environment</h1>
<h2 style="margin-top: 8px;">
<span style="font-size: 22px;">Powerful notebooks attached to our massive data repository</span>
</h2>
</div>
</div>
<div class="docs-super-section-header">
<div class="docs-super-section-header-content">
<div class="copy">
<h3>400TB of Financial and Alt Data, Dig In</h3>
<p class="description">Our data repository is preformatted and ready to go.
Skip expensive and tedious data processing and get to work.</p>
<a href="/docs/v2/research-environment/key-concepts/getting-started">Get Started</a>
<a href="https://cdn.quantconnect.com/docs/i/Quantconnect-Research-Environment-Python.pdf" class="section-pdf python">Download PDF</a>
<a href="https://cdn.quantconnect.com/docs/i/Quantconnect-Research-Environment-CSharp.pdf" class="section-pdf csharp">Download PDF</a>
</div>
</div>
<div class="super-section-image">
<img src="https://cdn.quantconnect.com/i/tu/research-header-img.webp" alt="Research Environment" style="width:382px;">
</div>
</div>
<div class="docs-super-section-links">
<h5>IN THIS SECTION</h5>
<a href="/docs/v2/research-environment/key-concepts/getting-started">Getting Started</a>
<a href="/docs/v2/research-environment/key-concepts/research-engine">Research Engine</a>
<a href="/docs/v2/research-environment/datasets/key-concepts">Requesting Historical Data</a>
<a href="/docs/v2/research-environment/machine-learning/key-concepts">Machine Learning</a>
</div>
<hr>
<div class="internal-links-container">
<a class="internal-link" href="/docs/v2/research-environment/key-concepts/getting-started">
<div class="internal-link-icon">
<svg xmlns="http://www.w3.org/2000/svg" width="22" height="33" viewBox="0 0 22 33">
<g transform="translate(-1483.709 -546.188)">
<g transform="translate(-30.791 -117.302)">
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<path d="M7421.81,1669.118h-6.679a1,1,0,0,1,0-2h6.679a1,1,0,0,1,0,2Z"
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</g>
</svg>
</div>
<div class="internal-link-content">
<h4>Key Concepts</h4>
<p>Learn the key concepts before starting your research</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/initialization">
<div class="internal-link-icon">
<svg xmlns="http://www.w3.org/2000/svg" width="20.667" height="26" viewBox="0 0 20.667 26"><path d="M5,2a1,1,0,0,1,.541.159l18.667,12a1,1,0,0,1,0,1.682l-18.667,12A1,1,0,0,1,4,27V3A1,1,0,0,1,5,2ZM21.817,15,6,4.832V25.168Z" transform="translate(-4 -2)" fill="#8f9ca3"/></svg>
</div>
<div class="internal-link-content">
<h4>Initialization</h4>
<p>The starting point of all notebooks</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/datasets/key-concepts">
<div class="internal-link-icon">
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</div>
<div class="internal-link-content">
<h4>Datasets</h4>
<p>Request historical data</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/charting/">
<div class="internal-link-icon">
<svg xmlns="http://www.w3.org/2000/svg" width="33" height="33" viewBox="0 0 33 33"><g transform="translate(-427.5 -436.5)"><path d="M444,470.257a16.5,16.5,0,0,1-12.92-26.764,16.57,16.57,0,0,1,8.993-5.764l.474,1.943A14.484,14.484,0,0,0,429.5,453.757a14.5,14.5,0,0,0,23.519,11.355,14.561,14.561,0,0,0,5.066-7.9l1.943.474A16.483,16.483,0,0,1,444,470.257Z" transform="translate(0 -0.757)" fill="#8f9ca3"/><path d="M487,454H469.5V436.5h1A16.5,16.5,0,0,1,487,453Zm-15.5-2h13.466A14.5,14.5,0,0,0,471.5,438.534Z" transform="translate(-26.5)" fill="#8f9ca3"/><path d="M487,454H469.5V436.5h1A16.5,16.5,0,0,1,487,453Zm-15.5-2h13.466A14.5,14.5,0,0,0,471.5,438.534Z" transform="translate(-26.5)" fill="#8f9ca3"/><path d="M487,454H469.5V436.5h1A16.5,16.5,0,0,1,487,453Zm-15.5-2h13.466A14.5,14.5,0,0,0,471.5,438.534Z" transform="translate(-26.5)" fill="#8f9ca3"/></g></svg>
</div>
<div class="internal-link-content">
<h4>Charting</h4>
<p>Visualize data with charting libraries supported by Jupyter</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/indicators/">
<div class="internal-link-icon">
<svg xmlns="http://www.w3.org/2000/svg" width="35" height="34.007" viewBox="0 0 35 34.007">
<g id="Group_349" data-name="Group 349" transform="translate(-1353 -1667.131)">
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</div>
<div class="internal-link-content">
<h4>Indicators</h4>
<p>LEAN provides more than 100 pre-built technical indicators and candlestick patterns</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/object-store">
<div class="internal-link-icon">
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<div class="internal-link-content">
<h4>Object Store</h4>
<p>File system that you can use in your notebook to save, read, and delete data</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/machine-learning/key-concepts">
<div class="internal-link-icon">
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</div>
<div class="internal-link-content">
<h4>Machine Learning</h4>
<p>Use machine learning to test your hypothesis</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/debugging">
<div class="internal-link-icon">
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</div>
<div class="internal-link-content">
<h4>Debugging</h4>
<p>Detect and fix coding errors in your notebooks</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/meta-analysis/key-concepts">
<div class="internal-link-icon">
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</div>
<div class="internal-link-content">
<h4>Meta Analysis</h4>
<p>Learn how to analyze backtest, optimization, and live trading results.</p>
</div>
</a>
<a class="internal-link" href="/docs/v2/research-environment/applying-research/key-concepts">
<div class="internal-link-icon">
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</div>
<div class="internal-link-content">
<h4>Applying Research</h4>
<p>Collection of tutorials written by the QuantConnect team and community members.</p>
</div>
</a>
</div>
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