Postal code geocoding and distance calculation
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Postal code geocoding and distance calculations

pgeocode is a Python library for high performance off-line querying of GPS coordinates, region name and municipality name from postal codes. Distances between postal codes as well as general distance queries are also supported. The used GeoNames database includes postal codes for 83 countries.

Currently, only queries within the same country are supported.


pgeocode requires Python 2.7 or 3.5+ as well as numpy and pandas packages. It can be installed with,

pip install pgeocode


Postal code queries

>>> import pgeocode

>>> nomi = pgeocode.Nominatim('fr')
>>> nomi.query_postal_code("75013")
postal_code               75013
country code                 FR
place_name             Paris 13
state_name        Île-de-France
state_code                   11
county_name               Paris
county_code                  75
community_name            Paris
community_code              751
latitude                48.8322
longitude                2.3561
accuracy                      5

>>> nomi.query_postal_code(["75013", "69006"])
      postal_code place_name            state_name  latitude  longitude
0       75013   Paris 13         Île-de-France   48.8322     2.3561
1       69006    Lyon 06  Auvergne-Rhône-Alpes   45.7679     4.8506

Distance calculations

>>> dist = pgeocode.GeoDistance('fr')
>>> dist.query_postal_code("75013", "69006")
>>> dist.query_postal_code(["75013", "75014", "75015"], ["69006", "69005", "69004"])
array([ 389.15648697,  390.12577967,  390.49857655])

Geocoding format

The result of a geo-localistion query is a pandas.DataFrame with the following columns,

  • country code: iso country code, 2 characters
  • postal code : postal code
  • place name : place name (e.g. town, city etc)
  • state_name : 1. order subdivision (state)
  • state_code : 1. order subdivision (state)
  • county_name : 2. order subdivision (county/province)
  • county_code : 2. order subdivision (county/province)
  • community_name : 3. order subdivision (community)
  • community_code : 3. order subdivision (community)
  • latitude : estimated latitude (wgs84)
  • longitude : estimated longitude (wgs84)
  • accuracy : accuracy of lat/lng from 1=estimated to 6=centroid


The pgeocode package is distributed under the 3-clause BSD license.

Supported countries

The list of countries available in the GeoNames database, with the corresponding country codes, are given below,

Andorra (AD), Argentina (AR), American Samoa (AS), Austria (AT), Australia (AU), Åland Islands (AX), Bangladesh (BD), Belgium (BE), Bulgaria (BG), Bermuda (BM), Brazil (BR), Belarus (BY), Canada (CA), Switzerland (CH), Colombia (CO), Costa Rica (CR), Czechia (CZ), Germany (DE), Denmark (DK), Dominican Republic (DO), Algeria (DZ), Spain (ES), Finland (FI), Faroe Islands (FO), France (FR), United Kingdom of Great Britain and Northern Ireland (GB), French Guiana (GF), Guernsey (GG), Greenland (GL), Guadeloupe (GP), Guatemala (GT), Guam (GU), Croatia (HR), Hungary (HU), Ireland (IE), Isle of Man (IM), India (IN), Iceland (IS), Italy (IT), Jersey (JE), Japan (JP), Liechtenstein (LI), Sri Lanka (LK), Lithuania (LT), Luxembourg (LU), Latvia (LV), Monaco (MC), Republic of Moldova (MD), Marshall Islands (MH), The former Yugoslav Republic of Macedonia (MK), Northern Mariana Islands (MP), Martinique (MQ), Malta (MT), Mexico (MX), Malaysia (MY), New Caledonia (NC), Netherlands (NL), Norway (NO), New Zealand (NZ), Philippines (PH), Pakistan (PK), Poland (PL), Saint Pierre and Miquelon (PM), Puerto Rico (PR), Portugal (PT), Réunion (RE), Romania (RO), Russian Federation (RU), Sweden (SE), Slovenia (SI), Svalbard and Jan Mayen Islands (SJ), Slovakia (SK), San Marino (SM), Thailand (TH), Turkey (TR), Ukraine (UA), United States of America (US), Uruguay (UY), Holy See (VA), United States Virgin Islands (VI), Wallis and Futuna Islands (WF), Mayotte (YT), South Africa (ZA)

See GeoNames database for more information.