diff --git a/single_pred_tasks/MPC/index.html b/single_pred_tasks/MPC/index.html
index f6f3259e..4d29054f 100644
--- a/single_pred_tasks/MPC/index.html
+++ b/single_pred_tasks/MPC/index.html
@@ -293,7 +293,7 @@ <h3 id="leenay-et-al">Wan Xiang et al.</h3>
 
 <div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="kn">from</span> <span class="nn">tdc.single_pred</span> <span class="kn">import</span> <span class="n">MPC</span>
 <span class="n">data</span> <span class="o">=</span> <span class="n">MPC</span><span class="p">(</span><span class="n">name</span> <span class="o">=</span> <span class="s">"INSERT_URL_HERE"</span><span class="n">)</span> # url from the source github repo https://github.com/bidd-group/MPCD/tree/main/dataset
-<span class="n"># example url: https://github.com/bidd-group/MPCD/blob/main/dataset/ADMET/DeepDelta_benchmark/Caco2.csv </span>
+<span class="n"># example url: https://raw.githubusercontent.com/bidd-group/MPCD/main/dataset/ADMET/DeepDelta_benchmark/Caco2.csv </span>
 <span class="n">split</span> <span class="o">=</span> <span class="n">data</span><span class="p">.</span><span class="n">get_data</span><span class="p">()</span>
 </code></pre></div></div>