diff --git a/talkmap.py b/talkmap.py
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+
+
+# # Leaflet cluster map of talk locations
+#
+# (c) 2016-2017 R. Stuart Geiger, released under the MIT license
+#
+# Run this from the _talks/ directory, which contains .md files of all your talks. 
+# This scrapes the location YAML field from each .md file, geolocates it with
+# geopy/Nominatim, and uses the getorg library to output data, HTML,
+# and Javascript for a standalone cluster map.
+#
+# Requires: glob, getorg, geopy
+
+import glob
+import getorg
+from geopy import Nominatim
+
+g = glob.glob("*.md")
+
+
+geocoder = Nominatim()
+location_dict = {}
+location = ""
+permalink = ""
+title = ""
+
+
+for file in g:
+    with open(file, 'r') as f:
+        lines = f.read()
+        if lines.find('location: "') > 1:
+            loc_start = lines.find('location: "') + 11
+            lines_trim = lines[loc_start:]
+            loc_end = lines_trim.find('"')
+            location = lines_trim[:loc_end]
+                            
+           
+        location_dict[location] = geocoder.geocode(location)
+        print(location, "\n", location_dict[location])
+
+
+m = getorg.orgmap.create_map_obj()
+getorg.orgmap.output_html_cluster_map(location_dict, folder_name="../talkmap", hashed_usernames=False)
+
+
+
+