diff --git a/lib/matplotlib/backends/backend_nbagg.py b/lib/matplotlib/backends/backend_nbagg.py
index 8e745c14a5bc..4950f870344f 100644
--- a/lib/matplotlib/backends/backend_nbagg.py
+++ b/lib/matplotlib/backends/backend_nbagg.py
@@ -92,7 +92,7 @@ def connection_info():
     'forward': 'fa fa-arrow-right icon-arrow-right',
     'zoom_to_rect': 'fa fa-square-o icon-check-empty',
     'move': 'fa fa-arrows icon-move',
-    'download': 'fa fa-icon-save icon-save',
+    'download': 'fa fa-floppy-o icon-save',
     None: None
 }