="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
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<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
<span></span><span class="n">pp</span> <span class="o">=</span> <span class="n">model_fit</span><span class="o">.</span><span class="n">get_posterior_predictives_df</span><span class="p">(</span><span class="n">n_posterior_predictives</span><span class="o">=</span><span class="mi">1000</span><span class="p">)</span>
<span 