diff --git a/courses/ADMN-1030.html b/courses/ADMN-1030.html
index 9f256ef50..b874820cd 100644
--- a/courses/ADMN-1030.html
+++ b/courses/ADMN-1030.html
@@ -130,7 +130,7 @@
                     <li>Erika Cary</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 1322/7000
+                    Seats Taken: 1321/7000
                   </span>
                 </div>
               </td>
diff --git a/courses/ADMN-6700.html b/courses/ADMN-6700.html
index 7efa05b74..2c323d715 100644
--- a/courses/ADMN-6700.html
+++ b/courses/ADMN-6700.html
@@ -131,7 +131,7 @@
                     <li>Constance M Grega</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 243/570
+                    Seats Taken: 244/570
                   </span>
                 </div>
               </td>
diff --git a/courses/ARCH-2360.html b/courses/ARCH-2360.html
index 42f6010fc..ac280d2f6 100644
--- a/courses/ARCH-2360.html
+++ b/courses/ARCH-2360.html
@@ -136,7 +136,7 @@
                     <li>Michael Todd Stradley</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 58/130
+                    Seats Taken: 64/130
                   </span>
                 </div>
               </td>
diff --git a/courses/ARCH-2530.html b/courses/ARCH-2530.html
index f6f79b7ce..559ca1f99 100644
--- a/courses/ARCH-2530.html
+++ b/courses/ARCH-2530.html
@@ -130,7 +130,7 @@
                     <li>Adam Hassan Dayem</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 64/165
+                    Seats Taken: 63/165
                   </span>
                 </div>
               </td>
diff --git a/courses/ARCH-2550.html b/courses/ARCH-2550.html
index bdb31722a..4e4aaa672 100644
--- a/courses/ARCH-2550.html
+++ b/courses/ARCH-2550.html
@@ -138,7 +138,7 @@
                     <li>Matthew Joseph Lopez</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 54/155
+                    Seats Taken: 60/155
                   </span>
                 </div>
               </td>
diff --git a/courses/ARCH-2830.html b/courses/ARCH-2830.html
index 849c53363..3656fcb08 100644
--- a/courses/ARCH-2830.html
+++ b/courses/ARCH-2830.html
@@ -143,7 +143,7 @@
                     <li>Adam Hassan Dayem</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 54/250
+                    Seats Taken: 60/250
                   </span>
                 </div>
               </td>
diff --git a/courses/ARCH-4090.html b/courses/ARCH-4090.html
index a9804ee98..45484005e 100644
--- a/courses/ARCH-4090.html
+++ b/courses/ARCH-4090.html
@@ -132,7 +132,7 @@
                     <li>Yael Erel</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 83/162
+                    Seats Taken: 82/162
                   </span>
                 </div>
               </td>
diff --git a/courses/ARCH-4100.html b/courses/ARCH-4100.html
index a2095fbb8..bb0b8f9c2 100644
--- a/courses/ARCH-4100.html
+++ b/courses/ARCH-4100.html
@@ -127,7 +127,7 @@
                     <li>David H Bell</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 83/90
+                    Seats Taken: 82/90
                   </span>
                 </div>
               </td>
diff --git a/courses/ARCH-4964.html b/courses/ARCH-4964.html
index d78864351..70f291cd3 100644
--- a/courses/ARCH-4964.html
+++ b/courses/ARCH-4964.html
@@ -129,7 +129,7 @@
                     <li>Emily Gruendel</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 31/60
+                    Seats Taken: 32/60
                   </span>
                 </div>
               </td>
diff --git a/courses/ARCH-6967.html b/courses/ARCH-6967.html
index a1eb1bd8f..b778451ab 100644
--- a/courses/ARCH-6967.html
+++ b/courses/ARCH-6967.html
@@ -120,7 +120,18 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered">
+                <div class="view-container detail-view-container">
+                  <span class="term-course-info">
+                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202401&subj_in=ARCH&crse_in=6967&schd_in=">Artif. Intel. Imagining Arch (2c)</a>
+                  </span>
+                  <ul class="prof-list">
+                    <li>Ciro Najle</li>
+                  </ul>
+                  <span class="course-capacity">
+                    Seats Taken: 0/10
+                  </span>
+                </div>
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
diff --git a/courses/ARTS-2962.html b/courses/ARTS-2962.html
index 289e9f5ab..1194a981b 100644
--- a/courses/ARTS-2962.html
+++ b/courses/ARTS-2962.html
@@ -129,7 +129,7 @@
                     <li>Robert Michael Whalen</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 24/40
+                    Seats Taken: 25/40
                   </span>
                 </div>
               </td>
diff --git a/courses/ARTS-4140.html b/courses/ARTS-4140.html
index a11a00b55..5fa005798 100644
--- a/courses/ARTS-4140.html
+++ b/courses/ARTS-4140.html
@@ -137,7 +137,7 @@
                     <li>Kathryn High</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 15/19
+                    Seats Taken: 16/19
                   </span>
                 </div>
               </td>
diff --git a/courses/CHEM-1100.html b/courses/CHEM-1100.html
index 416efe624..cc387035a 100644
--- a/courses/CHEM-1100.html
+++ b/courses/CHEM-1100.html
@@ -136,7 +136,7 @@
                     <li>Steven A. Tysoe</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 161/180
+                    Seats Taken: 162/180
                   </span>
                 </div>
               </td>
diff --git a/courses/CIVL-6990.html b/courses/CIVL-6990.html
index 2b5232426..ad17d7c73 100644
--- a/courses/CIVL-6990.html
+++ b/courses/CIVL-6990.html
@@ -136,7 +136,7 @@
                     <li>Julia D Carroll</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 2/80
+                    Seats Taken: 1/80
                   </span>
                 </div>
               </td>
diff --git a/courses/CSCI-4961.html b/courses/CSCI-4961.html
index af8828148..d274c6f07 100644
--- a/courses/CSCI-4961.html
+++ b/courses/CSCI-4961.html
@@ -129,7 +129,7 @@
                     <li>Yao Ma</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 9/30
+                    Seats Taken: 10/30
                   </span>
                 </div>
               </td>
diff --git a/courses/CSCI-4970.html b/courses/CSCI-4970.html
index 1793a7faa..b9c2a511b 100644
--- a/courses/CSCI-4970.html
+++ b/courses/CSCI-4970.html
@@ -130,7 +130,7 @@
                     <li>Wesley D Turner</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 284/416
+                    Seats Taken: 283/416
                   </span>
                 </div>
               </td>
diff --git a/courses/ECON-2010.html b/courses/ECON-2010.html
index 9c79e78ba..bbd857a47 100644
--- a/courses/ECON-2010.html
+++ b/courses/ECON-2010.html
@@ -147,7 +147,7 @@
                     <li>Robert W. Jones</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 239/260
+                    Seats Taken: 238/260
                   </span>
                 </div>
               </td>
diff --git a/courses/ECON-4220.html b/courses/ECON-4220.html
index 6ee01f6bb..89907618c 100644
--- a/courses/ECON-4220.html
+++ b/courses/ECON-4220.html
@@ -139,7 +139,7 @@
                     <li>Jianjing Lin</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 34/38
+                    Seats Taken: 35/38
                   </span>
                 </div>
               </td>
diff --git a/courses/ECSE-2050.html b/courses/ECSE-2050.html
index 375aa3d47..7add94f24 100644
--- a/courses/ECSE-2050.html
+++ b/courses/ECSE-2050.html
@@ -137,7 +137,7 @@
                     <li>Eric Fred Schubert</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 59/80
+                    Seats Taken: 60/80
                   </span>
                 </div>
               </td>
diff --git a/courses/ECSE-2960.html b/courses/ECSE-2960.html
index 1c6602423..3eda8f68e 100644
--- a/courses/ECSE-2960.html
+++ b/courses/ECSE-2960.html
@@ -129,7 +129,7 @@
                     <li>Jianqiang Lu</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 8/25
+                    Seats Taken: 9/25
                   </span>
                 </div>
               </td>
diff --git a/courses/ECSE-4967.html b/courses/ECSE-4967.html
index c8feeecbe..7653ce530 100644
--- a/courses/ECSE-4967.html
+++ b/courses/ECSE-4967.html
@@ -139,7 +139,7 @@
                     <li>Alex Patterson</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 18/30
+                    Seats Taken: 17/30
                   </span>
                 </div>
               </td>
diff --git a/courses/ECSE-6530.html b/courses/ECSE-6530.html
index f95c570cc..e8649ff58 100644
--- a/courses/ECSE-6530.html
+++ b/courses/ECSE-6530.html
@@ -129,7 +129,7 @@
                     <li>Ali Tajer</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 14/30
+                    Seats Taken: 13/30
                   </span>
                 </div>
               </td>
diff --git a/courses/ECSE-6850.html b/courses/ECSE-6850.html
index 930d5cbef..47c32ef92 100644
--- a/courses/ECSE-6850.html
+++ b/courses/ECSE-6850.html
@@ -137,7 +137,7 @@
                     <li>Qiang Ji</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 28/30
+                    Seats Taken: 27/30
                   </span>
                 </div>
               </td>
diff --git a/courses/ENGR-1100.html b/courses/ENGR-1100.html
index 3f771b201..3d571a284 100644
--- a/courses/ENGR-1100.html
+++ b/courses/ENGR-1100.html
@@ -133,7 +133,7 @@
                     <li>Keith Robert Taylor</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 174/175
+                    Seats Taken: 175/175
                   </span>
                 </div>
               </td>
diff --git a/courses/ENGR-1200.html b/courses/ENGR-1200.html
index abf50e44c..d8ad3deff 100644
--- a/courses/ENGR-1200.html
+++ b/courses/ENGR-1200.html
@@ -132,7 +132,7 @@
                     <li>Jeffrey Phillip Morris</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 242/280
+                    Seats Taken: 243/280
                   </span>
                 </div>
               </td>
diff --git a/courses/ENGR-2600.html b/courses/ENGR-2600.html
index 3f8455cbc..f5c9ec728 100644
--- a/courses/ENGR-2600.html
+++ b/courses/ENGR-2600.html
@@ -131,7 +131,7 @@
                     <li>Rostyslav Korolov</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 382/425
+                    Seats Taken: 381/425
                   </span>
                 </div>
               </td>
diff --git a/courses/INQR-1200.html b/courses/INQR-1200.html
index 4ffa19cd7..0552eb5da 100644
--- a/courses/INQR-1200.html
+++ b/courses/INQR-1200.html
@@ -132,7 +132,7 @@
                     <li>Sarah Marsden Greene</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 346/600
+                    Seats Taken: 347/600
                   </span>
                 </div>
               </td>
diff --git a/courses/INQR-1776.html b/courses/INQR-1776.html
index ea9f2935c..14021513b 100644
--- a/courses/INQR-1776.html
+++ b/courses/INQR-1776.html
@@ -135,7 +135,7 @@
                     <li>Natalie Erika Amiama</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 17/19
+                    Seats Taken: 18/19
                   </span>
                 </div>
               </td>
diff --git a/courses/MANE-4510.html b/courses/MANE-4510.html
index 74384f193..3fbb0a37b 100644
--- a/courses/MANE-4510.html
+++ b/courses/MANE-4510.html
@@ -127,7 +127,7 @@
                     <li>Joshua Lucas Hurst</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 120/120
+                    Seats Taken: 121/120
                   </span>
                 </div>
               </td>
diff --git a/courses/MATH-1020.html b/courses/MATH-1020.html
index 76ba83c90..62ec6c532 100644
--- a/courses/MATH-1020.html
+++ b/courses/MATH-1020.html
@@ -133,7 +133,7 @@
                     <li>Margaret Z. Kiehl</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 979/1036
+                    Seats Taken: 978/1036
                   </span>
                 </div>
               </td>
diff --git a/courses/MATP-4400.html b/courses/MATP-4400.html
index 617667e32..ef654f306 100644
--- a/courses/MATP-4400.html
+++ b/courses/MATP-4400.html
@@ -137,7 +137,7 @@
                     <li>Kristin P Bennett</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 58/60
+                    Seats Taken: 59/60
                   </span>
                 </div>
               </td>
diff --git a/courses/MGMT-2100.html b/courses/MGMT-2100.html
index 00d428f8e..a5a880a05 100644
--- a/courses/MGMT-2100.html
+++ b/courses/MGMT-2100.html
@@ -129,7 +129,7 @@
                     <li>Raffi Enmanuel Garcia</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 52/65
+                    Seats Taken: 53/65
                   </span>
                 </div>
               </td>
diff --git a/courses/MGMT-4450.html b/courses/MGMT-4450.html
index bbbd8e741..4731ccce5 100644
--- a/courses/MGMT-4450.html
+++ b/courses/MGMT-4450.html
@@ -135,7 +135,7 @@
                     <li>Margaret A McDermott</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 14/50
+                    Seats Taken: 12/50
                   </span>
                 </div>
               </td>
diff --git a/courses/MGMT-6570.html b/courses/MGMT-6570.html
index 6b5ba5ec1..b9d188206 100644
--- a/courses/MGMT-6570.html
+++ b/courses/MGMT-6570.html
@@ -129,7 +129,7 @@
                     <li>Jonathan Alexis McKinney</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 17/40
+                    Seats Taken: 18/40
                   </span>
                 </div>
               </td>
diff --git a/courses/MGMT-6690.html b/courses/MGMT-6690.html
index 2b2ade41c..1c563b6f0 100644
--- a/courses/MGMT-6690.html
+++ b/courses/MGMT-6690.html
@@ -137,7 +137,7 @@
                     <li>Timothy D. Golden</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 14/40
+                    Seats Taken: 13/40
                   </span>
                 </div>
               </td>
diff --git a/courses/MGMT-6961.html b/courses/MGMT-6961.html
index 661a50db5..9b7b41430 100644
--- a/courses/MGMT-6961.html
+++ b/courses/MGMT-6961.html
@@ -129,7 +129,7 @@
                     <li>Johan Maharjan</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 7/15
+                    Seats Taken: 6/15
                   </span>
                 </div>
               </td>
diff --git a/courses/MTLE-4030.html b/courses/MTLE-4030.html
index 9825a07b3..a630959c2 100644
--- a/courses/MTLE-4030.html
+++ b/courses/MTLE-4030.html
@@ -128,7 +128,7 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
diff --git a/courses/MTLE-4430.html b/courses/MTLE-4430.html
index c96c41a19..7147affeb 100644
--- a/courses/MTLE-4430.html
+++ b/courses/MTLE-4430.html
@@ -41,6 +41,14 @@
             3 credits
           </span>
         </div>
+        <div id="crosslist-container">
+          <div id="crosslist-title" class="rel-info-title">
+            Cross-listed with:
+          </div>
+          <div id=crosslist-classes" class="rel-info-courses">
+            <a class="course-pill" href="MTLE-6962">MTLE-6962 Topics in MTLE</a>
+          </div>
+        </div>
         <div id="prereq-container" class="rel-info-container">
           <div id="prereq-title" class="rel-info-title">
             Prereqs:
@@ -140,7 +148,7 @@
             </tr>
             <tr>
               <th class="year">2023</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -158,11 +166,11 @@
             </tr>
             <tr>
               <th class="year">2021</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
@@ -176,7 +184,7 @@
             </tr>
             <tr>
               <th class="year">2019</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -196,7 +204,7 @@
             </tr>
             <tr>
               <th class="year">2018</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -225,11 +233,11 @@
             </tr>
             <tr>
               <th class="year">2016</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
@@ -238,16 +246,16 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
               <th class="year">2014</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
@@ -256,16 +264,16 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
               <th class="year">2012</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
@@ -274,16 +282,16 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
               <th class="year">2010</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
@@ -301,12 +309,12 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
               <th class="year">2007</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -315,7 +323,7 @@
             </tr>
             <tr>
               <th class="year">2006</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -324,20 +332,20 @@
             </tr>
             <tr>
               <th class="year">2005</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
               <th class="year">2004</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
@@ -346,12 +354,12 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
               <th class="year">2002</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -360,7 +368,7 @@
             </tr>
             <tr>
               <th class="year">2001</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -369,7 +377,7 @@
             </tr>
             <tr>
               <th class="year">2000</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered-diff-code">
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
diff --git a/courses/MTLE-6962.html b/courses/MTLE-6962.html
index 99c20e4b4..05df36ee1 100644
--- a/courses/MTLE-6962.html
+++ b/courses/MTLE-6962.html
@@ -38,7 +38,7 @@
         </p>
         <div id="cattrs-container">
           <span id="credits-pill" class="attr-pill">
-            1-6 credits
+            3 credits
           </span>
         </div>
         <div id="crosslist-container">
@@ -46,7 +46,7 @@
             Cross-listed with:
           </div>
           <div id=crosslist-classes" class="rel-info-courses">
-            <a class="course-pill" href="MTLE-4030">MTLE-4030 Glass Science</a>
+            <a class="course-pill" href="MTLE-4430">MTLE-4430 Fundamentals of Metallurgical Alloy Systems</a>
           </div>
         </div>
         <div id="prereq-container" class="rel-info-container">
@@ -128,7 +128,18 @@
           <tbody>
             <tr>
               <th class="year">2024</th>
-              <td class="term spring not-offered">
+              <td class="term spring offered">
+                <div class="view-container detail-view-container">
+                  <span class="term-course-info">
+                    <a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202401&subj_in=MTLE&crse_in=6962&schd_in=">Fun Of Metallurgical Alloy Sys (3c)</a>
+                  </span>
+                  <ul class="prof-list">
+                    <li>Daniel J. Lewis</li>
+                  </ul>
+                  <span class="course-capacity">
+                    Seats Taken: 0/20
+                  </span>
+                </div>
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
@@ -221,7 +232,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall not-offered">
+              <td class="term fall offered-diff-code">
               </td>
             </tr>
             <tr>
@@ -454,7 +465,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -494,7 +505,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -514,7 +525,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -616,7 +627,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -636,7 +647,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
@@ -665,7 +676,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
diff --git a/courses/PHIL-2140.html b/courses/PHIL-2140.html
index bdb0d5dee..f7a866835 100644
--- a/courses/PHIL-2140.html
+++ b/courses/PHIL-2140.html
@@ -129,7 +129,7 @@
                     <li>Selmer Bringsjord</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 182/230
+                    Seats Taken: 183/230
                   </span>
                 </div>
               </td>
diff --git a/courses/PHYS-2210.html b/courses/PHYS-2210.html
index 9fec9c795..a095fabfb 100644
--- a/courses/PHYS-2210.html
+++ b/courses/PHYS-2210.html
@@ -129,7 +129,7 @@
                     <li>Peter Persans</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 63/70
+                    Seats Taken: 62/70
                   </span>
                 </div>
               </td>
diff --git a/courses/STSO-2210.html b/courses/STSO-2210.html
index 69e2998ab..8d46b6beb 100644
--- a/courses/STSO-2210.html
+++ b/courses/STSO-2210.html
@@ -135,7 +135,7 @@
                     <li>Brian Tolle</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 28/29
+                    Seats Taken: 29/29
                   </span>
                 </div>
               </td>
diff --git a/courses/STSO-4100.html b/courses/STSO-4100.html
index ad4c97268..8e8d7549d 100644
--- a/courses/STSO-4100.html
+++ b/courses/STSO-4100.html
@@ -134,7 +134,7 @@
                     <li>Daniel Allen Lyles</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 347/370
+                    Seats Taken: 346/370
                   </span>
                 </div>
               </td>
diff --git a/json/searchable_catalog.json b/json/searchable_catalog.json
index 2e53b8804..6840666ec 100644
--- a/json/searchable_catalog.json
+++ b/json/searchable_catalog.json
@@ -36409,7 +36409,7 @@
   {
     "attributes" : null,
     "code" : "MTLE-6962",
-    "credits" : "1-6 credits",
+    "credits" : "3 credits",
     "description" : "Course codes between X960 and X979 are for topics courses. They are often recycled and used for new or experimental courses.",
     "name" : "Topics in MTLE"
   },