Update folium_vincent_markers.py

Author: YasminFathy

examples/folium_vincent_markers.py

@@ -17,8 +17,6 @@
 # Binned wind speeds for NOAA 46050.
 bins = range(0, 13, 1)
 cuts = pd.cut(NOAA_46050['wind_speed_cwind (m/s)'], bins)
-#ws_binned = pd.value_counts(cuts).reindex(cuts.values.levels) # cuts is a series, so values should be accessed
-# and also levels have been depreciated
 ws_binned = pd.value_counts(cuts).reindex(cuts.values.categories)
 
 # NOAA 46401 Wave Period.
@@ -38,19 +36,7 @@
 vis3.axis_titles(x='Time', y='Significant Wave Height (m)')
 vis3.to_json('vis3.json')
 
-# Map all buoys.
-# buoy_map = folium.Map(location=[46.3014, -123.7390], zoom_start=7,
-#                       tiles='Stamen Terrain')
-# buoy_map.polygon_marker(location=[47.3489, -124.708], fill_color='#43d9de',
-#                         radius=12, popup=(vis1, 'vis1.json'))
-# buoy_map.polygon_marker(location=[44.639, -124.5339], fill_color='#43d9de',
-#                         radius=12, popup=(vis2, 'vis2.json'))
-# buoy_map.polygon_marker(location=[46.216, -124.1280], fill_color='#43d9de',
-#                         radius=12, popup=(vis3, 'vis3.json'))
-# buoy_map.save(outfile='NOAA_buoys.html')
-
-# The example of Vincent/Vega Markers should be updated
-# https://github.com/python-visualization/folium
+# Map all buoys similar to https://github.com/python-visualization/folium#vincentvega-markers
 buoy_map = folium.Map(location=[46.3014, -123.7390], zoom_start=7,tiles='Stamen Terrain')
 popup1 = folium.Popup(max_width=800,).add_child(folium.Vega(vis1, width=500, height=250))
 folium.RegularPolygonMarker([47.3489, -124.708],fill_color='#43d9de', radius=12, popup=popup1).add_to(buoy_map)