diff --git a/src/MultiIndices/MultiIndexSet.cpp b/src/MultiIndices/MultiIndexSet.cpp
index 4f6419ce..7653ba23 100644
--- a/src/MultiIndices/MultiIndexSet.cpp
+++ b/src/MultiIndices/MultiIndexSet.cpp
@@ -400,7 +400,8 @@ void MultiIndexSet::AddForwardNeighbors(unsigned int globalIndex, bool addInacti
 
 
 void MultiIndexSet::Visualize(std::ostream &out) const
-{
+{ 
+  
   unsigned int max_ord = maxOrders.at(1) + 1;
   for(unsigned int order = 0; order <= maxOrders.at(1) + 1; order++) {
     unsigned int i=max_ord - order;
@@ -421,8 +422,10 @@ void MultiIndexSet::Visualize(std::ostream &out) const
       }
 
       if(!found){
+        bool found2 = false;
         for(auto& multi : allMultis){
           if((multi.Get(0)==j)&&(multi.Get(1)==i)){
+            found2 = true;
             if(IsAdmissible(multi)){
               out << "r  ";
             }else{
@@ -430,6 +433,9 @@ void MultiIndexSet::Visualize(std::ostream &out) const
             }
           }
         }
+
+        if(!found2)
+            out << "   ";
       }
     }
     out << std::endl;
diff --git a/tests/MultiIndices/Test_MultiIndexSet.cpp b/tests/MultiIndices/Test_MultiIndexSet.cpp
index e7c6e2d9..ece59a79 100644
--- a/tests/MultiIndices/Test_MultiIndexSet.cpp
+++ b/tests/MultiIndices/Test_MultiIndexSet.cpp
@@ -433,4 +433,49 @@ TEST_CASE("Testing the MultiIndexSet class", "[MultiIndexSet]" ) {
         REQUIRE( set.at(inds.at(2)) == MultiIndex{3,0} );
 
     }
+}
+
+
+TEST_CASE("MultiIndexSet Visualization Test", "[MultiIndexSet_Viz]")
+{
+    SECTION("Floating"){
+        Eigen::MatrixXi multis(1,2);
+        multis << 3,3;
+        MultiIndexSet mset = MultiIndexSet(multis);
+
+        std::stringstream sstream;
+        mset.Visualize(sstream);
+
+        std::stringstream expected;
+        expected << " 4 |          m     \n"     
+                << " 3 |       m  a  m  \n"
+                << " 2 |          m     \n"
+                << " 1 |                \n"
+                << " 0 |                \n"
+                << "    ----------------\n"
+                << "     0  1  2  3  4  \n";
+
+        CHECK(expected.str() == sstream.str());
+    }
+
+    SECTION("Fixed"){
+        Eigen::MatrixXi multis(2,2);
+        multis << 1,3,
+                  3,3;
+        MultiIndexSet mset = MultiIndexSet(multis);
+
+        std::stringstream sstream;
+        mset.Visualize(sstream);
+
+        std::stringstream expected;
+        expected <<" 4 |    m     m     \n"     
+                << " 3 | m  a  m  a  m  \n"
+                << " 2 |    m     m     \n"
+                << " 1 |                \n"
+                << " 0 |                \n"
+                << "    ----------------\n"
+                << "     0  1  2  3  4  \n";
+
+        CHECK(expected.str() == sstream.str());
+    }
 }
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