diff --git a/create_tmpbib.py b/create_tmpbib.py
index 7aa29e6..389050e 100644
--- a/create_tmpbib.py
+++ b/create_tmpbib.py
@@ -138,7 +138,7 @@ def main():
     else:
         with open('tmp_files/data.pickle', 'rb') as f:
             data = pickle.load(f)
-            entries = list(set(data["notcited"]))
+            entries = list(set(data["citekey_not_in_bib"]))
 
     num_tmp_keys = len(tmp_keys)
     num_entries = len(entries)
diff --git a/fix_tei.py b/fix_tei.py
index 3563135..ed2d1d6 100644
--- a/fix_tei.py
+++ b/fix_tei.py
@@ -354,9 +354,9 @@ def evaluate_report(report):
             print(' '*4, item)
     else:
         print("All figures were linked.")
-    if len(report["not_cited"]) > 0:
-        print("{} of {} {} could not be found in the bibliography database:".format(len(report["not_cited"]), report["len_citekeys"], libeoaconvert.plural(len(report["not_cited"]), "citation")))
-        for item in report["not_cited"]:
+    if len(report["citekeys_not_in_bib"]) > 0:
+        print("{} of {} {} could not be found in the bibliography database:".format(len(report["citekeys_not_in_bib"]), report["len_citekeys"], libeoaconvert.plural(len(report["citekeys_not_in_bib"]), "citation")))
+        for item in report["citekeys_not_in_bib"]:
             print(' '*4, item)
         print("\nThe missing citations were also stored in the pickle file and can be re-used by the create_tmpbib tool.\n")
     else:
@@ -407,10 +407,10 @@ def main():
     mod_string2, cited = convert_citations(xml_string)
 
     used_citekeys = [unescape(c) for c in cited]
-    not_cited = validate_citations(used_citekeys, bibdata)
+    citekeys_not_in_bib = validate_citations(used_citekeys, bibdata)
 
     report["len_citekeys"] = len(used_citekeys)
-    report["not_cited"] = not_cited
+    report["citekeys_not_in_bib"] = citekeys_not_in_bib
 
     mod_string3 = convert_figures(mod_string2)
 
@@ -454,7 +454,7 @@ def main():
     dictTables = {}
     dictPagelabels = {}
 
-    data_to_pickle = {'notcited' : not_cited,
+    data_to_pickle = {'citekey_not_in_bib' : citekeys_not_in_bib,
                       'citekeys' : used_citekeys,
                       'chapterdict' : dictChapters,
                       'eqdict' : dictEquations,