diff --git a/pandas/util/testing.py b/pandas/util/testing.py
index 7574c17308dd5..54ae8cfb3d39e 100644
--- a/pandas/util/testing.py
+++ b/pandas/util/testing.py
@@ -2523,7 +2523,10 @@ class for all warnings. To check that no warning is returned,
                                     message=actual_warning.message)
                     assert actual_warning.filename == caller.filename, msg
             else:
-                extra_warnings.append(actual_warning.category.__name__)
+                extra_warnings.append((actual_warning.category.__name__,
+                                       actual_warning.message,
+                                       actual_warning.filename,
+                                       actual_warning.lineno))
         if expected_warning:
             msg = "Did not see expected warning of class {name!r}.".format(
                 name=expected_warning.__name__)