diff --git a/ontology/update.py b/ontology/update.py
index de51c31..47125c6 100755
--- a/ontology/update.py
+++ b/ontology/update.py
@@ -3,15 +3,10 @@ import json
 import os
 from collections import defaultdict
 
-base = os.path.abspath(os.path.dirname(__file__))
-
-keywords = json.load(open(os.path.join(base, 'keywords.json')))
-ontology = json.load(open(os.path.join(base, 'ontology.json')))
-
 def find_path(parent, root=None, path=None):
     if root is None:
         root = ontology
-    if path is None:
+    if path == None:
         path = []
     for key in root:
         if key == parent:
@@ -21,23 +16,24 @@ def find_path(parent, root=None, path=None):
             if r:
                 return r
 
-def get_node(name, children, parent=None):
+def get_node(name, children):
     node = {
         "size": len(children) + 100,
         "name": name,
-        "children": [get_node(child, children[child], name) for child in children]
+        "children": [get_node(child, children[child]) for child in children]
     }
     if not node['children']:
         del node['children']
-        key = '%s: %s' % (parent, name)
-        if key in keywords:
-            node['size'] = keywords[key]
     return node
 
 
 if __name__ == '__main__':
+    base = os.path.abspath(os.path.dirname(__file__))
     os.chdir(base)
 
+    keywords = json.load(open('keywords.json'))
+    ontology = json.load(open('ontology.json'))
+
     tree = defaultdict(dict)
 
     for keyword in keywords:
@@ -45,7 +41,7 @@ if __name__ == '__main__':
             parent = 'other'
             child = keyword
         else:
-            parent, child = keyword.split(': ', 1)
+            parent, child = keyword.split(': ')
         path = find_path(parent)
         if path:
             p = tree
@@ -55,9 +51,6 @@ if __name__ == '__main__':
                 p = p[part]
             p[child] = {}
         else:
-            if parent not in tree['missing']:
-                tree['missing'][parent] = {}
-            tree['missing'][parent][child] = {}
             print('missing root - %s: %s' % (parent, child))
 
     #print(json.dumps(tree, indent=4, sort_keys=True))
@@ -68,7 +61,7 @@ if __name__ == '__main__':
     }
     for name in tree:
         children = tree[name]
-        child = get_node(name, tree[name], name)
+        child = get_node(name, tree[name])
         sized_ontology['children'].append(child)
 
     with open('../static/ontology/sized_ontology.json', 'w') as fd:
diff --git a/ontology/update_keywords.py b/ontology/update_keywords.py
index 0a16852..f0a5b07 100755
--- a/ontology/update_keywords.py
+++ b/ontology/update_keywords.py
@@ -1,14 +1,32 @@
 #!/usr/bin/python3
-import collections
+
+import getpass
 import json
+import sys
 
 import ox
-import ox.api
+import ox.web.auth
 
 site = 'pandora.cinemusespace.com'
-api = ox.api.signin('https://%s/api/' % site)
+api = ox.API('https://%s/api/' % site)
+update = False
+try:
+    credentials = ox.web.auth.get(site)
+except:
+    credentials = {}
+    print('Please provide your username and password for %s:' % site)
+    credentials['username'] = input('Username: ')
+    credentials['password'] = getpass.getpass('Password: ')
+    update = True
+r = api.signin(**credentials)
+if 'errors' in r.get('data', {}):
+    for kv in r['data']['errors'].items():
+        print('%s: %s' % kv)
+    sys.exit(1)
+if update:
+    ox.web.auth.update(site, credentials)
 
-keywords = collections.Counter()
+keywords = set()
 for annotation in api.findAnnotations({
     'query': {
         'conditions': [{
@@ -21,10 +39,8 @@ for annotation in api.findAnnotations({
     'keys': ['id', 'in', 'out', 'value', 'user', 'created'],
     'range': [0, 500000]
 })['data']['items']:
-    keyword = annotation['value']
-    if ': ' not in keyword:
-        keyword = 'other: ' + keyword
-    keywords[keyword] += 1
+    keywords.add(annotation['value'])
+
 
 with open('keywords.json', 'w') as fd:
-    json.dump(keywords, fd, indent=4, ensure_ascii=False, sort_keys=True)
+    json.dump(list(sorted(keywords)), fd, indent=4)