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4 changes: 3 additions & 1 deletion index.html
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<h1 id="welcome-to-the-tsdf-time-series-data-format-python-package">Welcome to the TSDF (Time Series Data Format) Python package</h1>
<p>A package to work with TSDF data in Python. This implementation is based on the the TSDF format specification, which can be found in this <a href="https://arxiv.org/abs/2211.11294">preprint</a>.</p>
<h2 id="what-is-tsdf-data">What is TSDF data?</h2>
<p><code>tsdf</code> stands for <em><code>time series data format</code></em>.
It is a unified, standardized format for storing all types of physiological sensor data. It was originally introduced in this <a href="https://arxiv.org/abs/2211.11294">preprint</a>.</p>
<p>TSDF provides a unified, user-friendly format for both numerical sensor data and metadata, utilizing raw binary data and JSON-format text files for measurements/timestamps and metadata, respectively. It defines essential metadata fields to enhance data interpretability and exchangeability, aiming to bolster scientific reproducibility in studies reliant on digital biosensor data as a critical evidence base across various disease domains.</p>
<h2 id="example-tsdf-metadata">Example: TSDF Metadata</h2>
<p>This example demonstrates a TSDF metadata JSON file, showcasing the structured format used to easily interpret and read the corresponding binary data. For more intricate examples and detailed specifications, the paper serves as a comprehensive reference.</p>
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3 changes: 3 additions & 0 deletions installation/index.html
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<ul class="current">
<li class="toctree-l1 current"><a class="reference internal current" href="./">Installation</a>
<ul class="current">
<li class="toctree-l2"><a class="reference internal" href="#installing-tsdf">Installing tsdf</a>
</li>
<li class="toctree-l2"><a class="reference internal" href="#installing-the-development-version">Installing the development version</a>
</li>
<li class="toctree-l2"><a class="reference internal" href="#what-now">What now?</a>
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<div class="section" itemprop="articleBody">

<h1 id="installation">Installation</h1>
<h2 id="installing-tsdf">Installing tsdf</h2>
<p>The package is available in <a href="https://pypi.org/project/tsdf/">PyPI</a>. The latest stable release can be installed using:</p>
<pre><code class="language-bash">pip install tsdf
</code></pre>
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4 changes: 2 additions & 2 deletions processing_example/index.html
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<span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata_dict</span><span class="p">[</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">data_name</span><span class="si">}</span><span class="s2">.bin&quot;</span><span class="p">]</span>

<span class="c1"># Load the data</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">metadata</span><span class="o">.</span><span class="n">load_binary</span><span class="p">()</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">tsdf</span><span class="o">.</span><span class="n">load_binary_from_metadata</span><span class="p">(</span><span class="n">metadata</span><span class="p">)</span>

<span class="c1"># Print some info</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Data type used for storing:</span><span class="se">\t</span><span class="s2"> </span><span class="si">{</span><span class="n">data</span><span class="o">.</span><span class="n">dtype</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
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metadata = metadata_dict[f"{data_name}.bin"]

# Load the data
data = metadata.load_binary()
data = tsdf.load_binary_from_metadata(metadata)

# Print some info
print(f"Data type used for storing:\t {data.dtype}")
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10 changes: 5 additions & 5 deletions sitemap.xml
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<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://biomarkersparkinson.github.io/tsdf/</loc>
<lastmod>2023-09-18</lastmod>
<lastmod>2023-09-22</lastmod>
<changefreq>daily</changefreq>
</url>
<url>
<loc>https://biomarkersparkinson.github.io/tsdf/contact/</loc>
<lastmod>2023-09-18</lastmod>
<lastmod>2023-09-22</lastmod>
<changefreq>daily</changefreq>
</url>
<url>
<loc>https://biomarkersparkinson.github.io/tsdf/installation/</loc>
<lastmod>2023-09-18</lastmod>
<lastmod>2023-09-22</lastmod>
<changefreq>daily</changefreq>
</url>
<url>
<loc>https://biomarkersparkinson.github.io/tsdf/processing_example/</loc>
<lastmod>2023-09-18</lastmod>
<lastmod>2023-09-22</lastmod>
<changefreq>daily</changefreq>
</url>
<url>
<loc>https://biomarkersparkinson.github.io/tsdf/tsdf_fields_table/</loc>
<lastmod>2023-09-18</lastmod>
<lastmod>2023-09-22</lastmod>
<changefreq>daily</changefreq>
</url>
</urlset>
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4 changes: 2 additions & 2 deletions tsdf_fields_table/index.html
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<ul class="current">
<li class="toctree-l2"><a class="reference internal" href="#tsdf-mandatory-fields">TSDF mandatory fields</a>
</li>
<li class="toctree-l2"><a class="reference internal" href="#tsdf-domain-specific-fields">TSDF domain-specific fields</a>
<li class="toctree-l2"><a class="reference internal" href="#tsdf-optional-fields">TSDF optional fields</a>
</li>
<li class="toctree-l2"><a class="reference internal" href="#legacy-fields">Legacy fields</a>
</li>
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</tr>
</tbody>
</table>
<h2 id="tsdf-domain-specific-fields">TSDF domain-specific fields</h2>
<h2 id="tsdf-optional-fields">TSDF optional fields</h2>
<table>
<thead>
<tr>
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