diff --git a/oef/templates/oef/base.html b/oef/templates/oef/base.html
index eadcebc7..9af33024 100644
--- a/oef/templates/oef/base.html
+++ b/oef/templates/oef/base.html
@@ -7,5 +7,6 @@
         <a href="{% url 'oef:entry_table_view' %}">Entries</a> /
         <a href="{% url 'oef:formats_view' %}">Formats</a> /
         <a href="{% url 'oef:questions' %}">Questions</a> /
+        <a href="{% url 'oef:subspecialties' %}">By subspecialty</a> /
         <a href="{% url 'oef:replace_questions' %}">Replace Questions</a> /
 {% endblock %}
\ No newline at end of file
diff --git a/oef/templates/oef/subspecialties.html b/oef/templates/oef/subspecialties.html
new file mode 100644
index 00000000..64f29429
--- /dev/null
+++ b/oef/templates/oef/subspecialties.html
@@ -0,0 +1,39 @@
+{% extends 'oef/base.html' %}
+{% block content %}
+    <h2>Subspecialties</h2>
+
+
+    
+    {% for subspecialty, formats in formats %}
+    <h4>Subspecialty</h4>
+    
+    {% for format in formats %}
+    {{format}}
+
+        
+    {% endfor %}
+        
+        
+    {% endfor %}
+        
+
+
+
+{% endblock content %}
+
+
+{% block css %}
+    <style>
+        li.question {
+            border: 1px solid white;
+        }
+        .format-name {
+            color: blue;
+            float: right;
+        }
+        .specialties {
+            color: green;
+        }
+    </style>
+
+{% endblock css %}
diff --git a/oef/urls.py b/oef/urls.py
index 15dddbe1..c5076e13 100644
--- a/oef/urls.py
+++ b/oef/urls.py
@@ -29,6 +29,9 @@ urlpatterns = [
     path(
         "entries/questions", views.questions, name="questions"
     ),
+    path(
+        "entries/subspecialties", views.subspecialties, name="subspecialties"
+    ),
     path(
         "entries/all", views.entries, name="entries"
     ),
diff --git a/oef/views.py b/oef/views.py
index 64f71a1f..fcd0879b 100644
--- a/oef/views.py
+++ b/oef/views.py
@@ -5,6 +5,8 @@ from django.shortcuts import get_object_or_404, render
 from django.views.generic.edit import UpdateView, CreateView
 from django.views.generic.detail import DetailView
 
+from atlas.models import Subspecialty
+
 from .models import Entry, Formats
 # Create your views here.
 from .tables import EntryTable
@@ -116,6 +118,17 @@ def format_search(request):
         return render(request, "oef/format_search_results.html", {"entries": entries})
     return render(request, "oef/format_search.html",)
 
+def subspecialties(request):
+    subspecialties = Subspecialty.objects.all()
+
+    format_map = []
+    for s in subspecialties:
+        format_map.append((s, s.formats_set.all()))
+
+    return render(request, "oef/subspecialties.html", context={
+        "format_map": format_map
+    })
+
 
 def questions(request):
     questions = set(Entry.objects.filter(inactive=False).values_list("questions", flat=True))