diff --git a/layouts/partials/scientific-domains.html b/layouts/partials/scientific-domains.html
index 40f67678ed..cbe9ea26a9 100644
--- a/layouts/partials/scientific-domains.html
+++ b/layouts/partials/scientific-domains.html
@@ -15,7 +15,6 @@
             <td class="bold-text">Statistical Computing </td>
             <td class="bold-text">Signal Processing </td>
             <td class="bold-text">Image Processing </td>
-            <td class="bold-text">3-D Visualization </td>
             <td class="bold-text">Symbolic Computing </td>
             <td class="bold-text">Astronomy Processes </td>
             <td class="bold-text">Cognitive Psychology </td>
@@ -25,7 +24,6 @@
             <td><img class="cell-layout" src="images/content_images/sc_dom_img/sd2.png" alt="A line graph with the line moving up."></td>
             <td><img class="cell-layout" src="images/content_images/sc_dom_img/sd3.png" alt="A bar chart wiht positive and negative values."></td>
             <td><img class="cell-layout" src="images/content_images/sc_dom_img/sd4.png" alt="An photograph of the sun and mountains."></td>
-            <td><img class="cell-layout" src="images/content_images/sc_dom_img/sd5.png" alt="A three-dimensional cube."></td>
             <td><img class="cell-layout" src="images/content_images/sc_dom_img/sd6.png" alt="Multiple mathematical symbols on graph paper."></td>
             <td><img class="cell-layout" src="images/content_images/sc_dom_img/sd7.png" alt="A telescope and multiple planets."></td>
             <td><img class="cell-layout" src="images/content_images/sc_dom_img/sd8.png" alt="A human head with gears."></td>
@@ -35,7 +33,6 @@
             <td class="center-text"><a href="https://pandas.pydata.org">Pandas</a></td>
             <td class="center-text"><a href="https://www.scipy.org">SciPy</a></td>
             <td class="center-text"><a href="https://scikit-image.org">Scikit-image</a></td>
-            <td class="center-text"><a href="https://docs.enthought.com/mayavi/mayavi/">Mayavi</a></td>
             <td class="center-text"><a href="https://www.sympy.org">SymPy</a></td>
             <td class="center-text"><a href="https://www.astropy.org">AstroPy</a></td>
             <td class="center-text"><a href="https://www.psychopy.org">PsychoPy</a></td>
@@ -45,7 +42,6 @@
             <td class="center-text"><a href="https://github.com/statsmodels/statsmodels"> statsmodels</a></td>
             <td class="center-text"><a href="https://pywavelets.readthedocs.io">PyWavelets</a></td>
             <td class="center-text"><a href="https://opencv.org">OpenCV</a></td>
-            <td class="center-text"><a href="https://napari.org">Napari</a></td>
             <td class="center-text"></td>
             <td class="center-text"><a href="https://github.com/sunpy/sunpy">SunPy</a></td>
             <td class="center-text"></td>
@@ -56,13 +52,10 @@
             <td class="center-text"></td>
             <td class="center-text"></td>
             <td class="center-text"></td>
-            <td class="center-text"></td>
             <td class="center-text"><a href="https://github.com/spacepy/spacepy">SpacePy</a></td>
             <td class="center-text"></td>
         </tr>
-    </table>
     <!-- Second Row -->
-    <table>
         <tr class="highlight-th">
             <td class="bold-text">Bioinformatics</td>
             <td class="bold-text">Bayesian Inference</td>
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