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‎_images/hist.png

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‎_images/hist_binned.png

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‎_images/hist_overlay.png

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‎_images/plot.png

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‎_modules/datascience/maps.html

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‎index.html

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@@ -47,7 +47,7 @@ <h1>Welcome to datascience’s documentation!<a class="headerlink" href="#welcom
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<dd class="field-odd"><p>0.17.6</p>
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</dd>
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<dt class="field-even">Date<span class="colon">:</span></dt>
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<dd class="field-even"><p>Dec 19, 2023</p>
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<dd class="field-even"><p>Dec 26, 2023</p>
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</dl>
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<p>The <code class="docutils literal notranslate"><span class="pre">datascience</span></code> package was written for use in Berkeley’s DS 8 course and

‎searchindex.js

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‎tutorial.html

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@@ -449,16 +449,16 @@ <h2><a class="toc-backref" href="#id5" role="doc-backlink">Visualizing Data</a><
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<span class="gp">In [47]: </span><span class="n">normal_data</span>
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<span class="gh">Out[47]: </span>
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<span class="go">data1 | data2</span>
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<span class="go">2.05981 | 8.1182</span>
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<span class="go">-3.22487 | 1.0134</span>
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<span class="go">0.879138 | 5.58776</span>
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<span class="go">3.7169 | -0.0626483</span>
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<span class="go">0.788733 | 0.438713</span>
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<span class="go">3.16957 | 3.75866</span>
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<span class="go">2.6255 | -0.569511</span>
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<span class="go">0.47506 | 2.82086</span>
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<span class="go">0.200926 | 8.79459</span>
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<span class="go">3.04412 | 6.94366</span>
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<span class="go">0.190606 | 5.32426</span>
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<span class="go">0.982727 | 0.802981</span>
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<span class="go">-1.10581 | 2.60784</span>
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<span class="go">5.27348 | 10.9046</span>
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<span class="go">... (90 rows omitted)</span>
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</pre></div>
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@@ -511,16 +511,16 @@ <h2><a class="toc-backref" href="#id6" role="doc-backlink">Exporting</a><a class
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<div class="highlight-ipython notranslate"><div class="highlight"><pre><span></span><span class="gp">In [56]: </span><span class="n">normal_data</span>
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<span class="gh">Out[56]: </span>
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<span class="go">data1 | data2</span>
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<span class="go">2.05981 | 8.1182</span>
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<span class="go">-3.22487 | 1.0134</span>
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<span class="go">2.16345 | 4.19344</span>
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<span class="go">2.37821 | 5.85609</span>
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<span class="go">1.21266 | 2.20146</span>
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<span class="go">2.68269 | -3.23874</span>
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<span class="go">0.879138 | 5.58776</span>
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<span class="go">2.99951 | 5.77527</span>
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<span class="go">3.7169 | -0.0626483</span>
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<span class="go">0.788733 | 0.438713</span>
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<span class="go">3.16957 | 3.75866</span>
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<span class="go">2.6255 | -0.569511</span>
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<span class="go">0.47506 | 2.82086</span>
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<span class="go">0.200926 | 8.79459</span>
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<span class="go">3.04412 | 6.94366</span>
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<span class="go">0.190606 | 5.32426</span>
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<span class="go">0.982727 | 0.802981</span>
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<span class="go">-1.10581 | 2.60784</span>
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<span class="go">5.27348 | 10.9046</span>
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<span class="go">2.66252 | 8.54207</span>
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<span class="go">... (90 rows omitted)</span>
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<span class="go"># index = False prevents row numbers from appearing in the resulting CSV</span>
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<span class="gp">In [73]: </span><span class="n">bootstrapped_diff_means</span><span class="p">[:</span><span class="mi">10</span><span class="p">]</span>
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<span class="gh">Out[73]: </span>
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<span class="go">array([-1.26916221, 0.57409997, 0.52478328, -0.87250788, 1.24177827,</span>
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<span class="go"> -0.38085836, 0.65664183, -0.17360026, 1.84637628, 2.38732118])</span>
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<span class="go">array([-0.6929689 , 0.27442753, -0.33656322, 0.14858693, -0.35160047,</span>
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<span class="go"> -0.3568597 , 0.23675975, 0.78301263, -0.24442007, -2.02866981])</span>
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<span class="gp">In [74]: </span><span class="n">num_diffs_greater</span> <span class="o">=</span> <span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">bootstrapped_diff_means</span><span class="p">)</span> <span class="o">&gt;</span> <span class="nb">abs</span><span class="p">(</span><span class="n">observed_diff</span><span class="p">))</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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