diff --git a/bin/all_sky_search/pycbc_plot_kde_vals b/bin/all_sky_search/pycbc_plot_kde_vals
index ad9d343b15f..54a897041ec 100644
--- a/bin/all_sky_search/pycbc_plot_kde_vals
+++ b/bin/all_sky_search/pycbc_plot_kde_vals
@@ -31,9 +31,9 @@ if len(args.param) != len(args.log_axis):
 
 if args.signal_file:
     signal_data = h5py.File(args.signal_file, 'r')
-    signal_kde = signal_data['signal_kde'][:]
+    signal_kde = signal_data['data_kde'][:]
 template_data = h5py.File(args.template_file, 'r')
-template_kde = template_data['template_kde'][:]
+template_kde = template_data['data_kde'][:]
 param0 = template_data[args.param[0]][:]
 if len(args.param) > 1:
     param1 = template_data[args.param[1]][:]