diff --git a/holoviews/plotting/bokeh/chart.py b/holoviews/plotting/bokeh/chart.py
index d85129d47c..12ed17825d 100644
--- a/holoviews/plotting/bokeh/chart.py
+++ b/holoviews/plotting/bokeh/chart.py
@@ -514,7 +514,8 @@ def get_extents(self, element, ranges):
                 bs, ts = [], []
                 # Iterate over current NdOverlay and compute extents
                 # from position and length plot options
-                for el in self.current_frame.values():
+                frame = self.current_frame or self.hmap.last 
+                for el in frame.values():
                     opts = self.lookup_options(el, 'plot').options
                     pos = opts.get('position', self.position)
                     length = opts.get('spike_length', self.spike_length)