diff --git a/etl/extract_addressbase.py b/etl/extract_addressbase.py
index 63ce53eb..5c8c603c 100644
--- a/etl/extract_addressbase.py
+++ b/etl/extract_addressbase.py
@@ -8,3 +8,47 @@ Relevant CSV columns::
 18 - Latitude
 19 - Longitude
 """
+import csv
+import glob
+import io
+import os
+import sys
+from zipfile import ZipFile
+
+def main(source_dir, output_file):
+    with open(output_file, 'w', encoding='utf8', newline='') as fh:
+        w = csv.writer(fh)
+        w.writerow(('UPRN', 'easting', 'northing', 'lat', 'lng'))
+        for address in read_addresses(source_dir):
+            w.writerow(address)
+
+
+def read_addresses(source_dir):
+    zips = glob.glob(os.path.join(source_dir, '*.zip'))
+    n = len(zips)
+    for i, zipname in enumerate(zips):
+        with ZipFile(zipname) as zipfile:
+            names = zipfile.namelist()
+            csvname = names[0]
+            print("Processing {} ({} of {})".format(csvname, i+1, n))
+
+            with zipfile.open(csvname) as csvfile:
+                fh = io.TextIOWrapper(csvfile)
+                r = csv.reader(fh)
+                for line in r:
+                    uprn = line[0]
+                    toid = line[1]
+                    easting = line[16]
+                    northing = line[17]
+                    lat = line[18]
+                    lng = float(line[19])
+                    yield uprn, easting, northing, lat, lng
+
+
+if __name__ == '__main__':
+    if len(sys.argv) != 3:
+        print("Usage: {} ./path/to/source/dir ./path/to/output/file".format(
+            os.path.basename(__file__)
+        ))
+        exit()
+    main(sys.argv[1], sys.argv[2])