diff --git a/flaskinventory/edit/dgraph.py b/flaskinventory/edit/dgraph.py
index b2a639d7..dcbe457c 100644
--- a/flaskinventory/edit/dgraph.py
+++ b/flaskinventory/edit/dgraph.py
@@ -36,13 +36,7 @@ def get_audience(uid):
     rows = []
     # convert to list of dicts
     if 'audience_size' not in data.keys():
-        cols = ['date']
-        if data['channel']['unique_name'] == 'print':
-            cols += ['copies_sold', 'data_from']
-        elif data['channel']['unique_name'] == 'facebook':
-            cols.append('likes')
-        else:
-            return False
+        cols = ['date', 'unit', 'count']
     else:
         keys = [key for key in data.keys() if key.startswith('audience_size|')]
         for i, item in enumerate(data['audience_size']):
diff --git a/tools/change_audience_size_structure.py b/tools/change_audience_size_structure.py
index 62171384..a8bf7a10 100644
--- a/tools/change_audience_size_structure.py
+++ b/tools/change_audience_size_structure.py
@@ -88,6 +88,42 @@ def main():
     finally:
         txn.discard()
 
+    print(Fore.YELLOW + 'Running: Facebook: Likes ' + Style.RESET_ALL)
+
+    query_string = """
+    query {
+        c(func: eq(unique_name, "facebook")) {
+            u as uid
+        }
+        q(func: type("Source")) 
+            @filter(has(audience_size) AND uid_in(channel, uid(u))) @cascade {
+                uid
+                audience_size @facets(gt(likes, 0)) @facets
+        }
+    }
+    """
+
+    res = client.txn().query(query_string)
+
+    result = json.loads(res.json)
+
+    for e in result['q']:
+        e['audience_size|count'] = e['audience_size|likes']
+        e['audience_size|unit'] = {'0': 'likes'}
+        if 'audience_size|datafrom' in e.keys():
+            e['audience_size|data_from'] = e.pop('audience_size|datafrom')
+
+    for e in result['q']:
+        e.pop('audience_size|likes')
+
+    txn = client.txn()
+
+    try:
+        txn.mutate(set_obj=result['q'])
+        txn.commit()
+    finally:
+        txn.discard()
+
 
 
     print(Fore.YELLOW + 'Running: Print: subscribers, copies sold' + Style.RESET_ALL)