diff --git a/docs/wi24-final/index.html b/docs/wi24-final/index.html
index bb074b8..413b9f1 100644
--- a/docs/wi24-final/index.html
+++ b/docs/wi24-final/index.html
@@ -363,13 +363,29 @@ <h3 id="problem-1.5">Problem 1.5</h3>
 <span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a>    cond2 <span class="op">=</span> hotels[<span class="st">&quot;Location&quot;</span>] <span class="op">==</span> <span class="st">&quot;Coronado&quot;</span></span>
 <span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a>    combined <span class="op">=</span> hotels[cond1].merge(hotels[cond2], on<span class="op">=</span><span class="st">&quot;Hotel Name&quot;</span>, how<span class="op">=</span>???)</span></code></pre></div>
 <ol type="1">
-<li><p>If we replace <code>???</code> with <code>"inner"</code> in the
-code above, which of the following will be equal to
-<code>combined.shape[0]</code>?</p></li>
-<li><p>If we replace <code>???</code> with <code>"outer"</code> in the
-code above, which of the following will be equal to
-<code>combined.shape[0]</code>?</p></li>
+<li>If we replace <code>???</code> with <code>"inner"</code> in the code
+above, which of the following will be equal to
+<code>combined.shape[0]</code>?</li>
 </ol>
+<ul class="task-list">
+<li><p><input type="radio" disabled="" /> <code>min(cond1.sum(), cond2.sum())</code></p></li>
+<li><p><input type="radio" disabled="" /> <code>(cond1 &amp; cond2).sum()</code></p></li>
+<li><p><input type="radio" disabled="" /> <code>cond1.sum() + cond2.sum()</code></p></li>
+<li><p><input type="radio" disabled="" /> <code>cond1.sum() + cond2.sum() - (cond1 &amp; cond2).sum()</code></p></li>
+<li><p><input type="radio" disabled="" /> <code>cond1.sum() + (cond1 &amp; cond2).sum()</code></p></li>
+</ul>
+<ol start="2" type="1">
+<li>If we replace <code>???</code> with <code>"outer"</code> in the code
+above, which of the following will be equal to
+<code>combined.shape[0]</code>?</li>
+</ol>
+<ul class="task-list">
+<li><p><input type="radio" disabled="" /> <code>min(cond1.sum(), cond2.sum())</code></p></li>
+<li><p><input type="radio" disabled="" /> <code>(cond1 &amp; cond2).sum()</code></p></li>
+<li><p><input type="radio" disabled="" /> <code>cond1.sum() + cond2.sum()</code></p></li>
+<li><p><input type="radio" disabled="" /> <code>cond1.sum() + cond2.sum() - (cond1 &amp; cond2).sum()</code></p></li>
+<li><p><input type="radio" disabled="" /> <code>cond1.sum() + (cond1 &amp; cond2).sum()</code></p></li>
+</ul>
 <div id="accordionExample" class="accordion">
 <div class="accordion-item">
 <h2 class="accordion-header" id="heading1_5">
diff --git a/problems/wi24-final/wi24-final-q01.md b/problems/wi24-final/wi24-final-q01.md
index d07ea41..2a1f945 100644
--- a/problems/wi24-final/wi24-final-q01.md
+++ b/problems/wi24-final/wi24-final-q01.md
@@ -124,8 +124,20 @@ Consider the code below.
 
 1. If we replace `???` with `"inner"` in the code above, which of the following will be equal to `combined.shape[0]`?
 
+( ) `min(cond1.sum(), cond2.sum())`
+( ) `(cond1 & cond2).sum()`
+( ) `cond1.sum() + cond2.sum()`
+( ) `cond1.sum() + cond2.sum() - (cond1 & cond2).sum()`
+( ) `cond1.sum() + (cond1 & cond2).sum()`
+
 2. If we replace `???` with `"outer"` in the code above, which of the following will be equal to `combined.shape[0]`?
 
+( ) `min(cond1.sum(), cond2.sum())`
+( ) `(cond1 & cond2).sum()`
+( ) `cond1.sum() + cond2.sum()`
+( ) `cond1.sum() + cond2.sum() - (cond1 & cond2).sum()`
+( ) `cond1.sum() + (cond1 & cond2).sum()`
+
 # BEGIN SOLUTION
 
 **Answers**: