package Geo::Coder::Free; # TODO: Don't have Maxmind as a separate database # TODO: Rename openaddresses.sql as geo_coder_free.sql # TODO: Consider Data::Dumper::Names instead of Data::Dumper # TODO: use the cache to store common queries use strict; use warnings; # use lib '.'; use Config::Auto; use Data::Dumper; use Geo::Coder::Abbreviations; use Geo::Coder::Free::Local; use Geo::Coder::Free::MaxMind; use Geo::Coder::Free::OpenAddresses; use Locale::US; use Carp; use Scalar::Util; =head1 NAME Geo::Coder::Free - Provides a Geo-Coding functionality using free databases =head1 VERSION Version 0.39 =cut our $VERSION = '0.39'; our $alternatives; our $abbreviations; sub _abbreviate($); sub _normalize($); =head1 DESCRIPTION C translates addresses into latitude and longitude coordinates using free databases such as L, L, L, L, and L. The module is designed to be flexible, importing the data into a local C database, and supports both command-line and programmatic usage. The module includes methods for geocoding (translating addresses to coordinates) and reverse geocoding (translating coordinates to addresses), though the latter is not fully implemented. It also provides utilities for handling common address formats and abbreviations, and it includes a sample CGI script for a web-based geocoding service. The module is intended for use in applications requiring geocoding without relying on paid or rate-limited online services, and it supports customization through environment variables and optional database downloads. The cgi-bin directory contains a simple DIY Geo-Coding website. cgi-bin/page.fcgi page=query q=1600+Pennsylvania+Avenue+NW+Washington+DC+USA The sample website is currently down while I look for a new host. When it's back up you will be able to use this to test it. curl 'https://geocode.nigelhorne.com/cgi-bin/page.fcgi?page=query&q=1600+Pennsylvania+Avenue+NW+Washington+DC+USA' =head1 SYNOPSIS use Geo::Coder::Free; my $geo_coder = Geo::Coder::Free->new(); my $location = $geo_coder->geocode(location => 'Ramsgate, Kent, UK'); print 'Latitude: ', $location->lat(), "\n"; print 'Longitude: ', $location->long(), "\n"; # Use a local download of http://results.openaddresses.io/ and https://www.whosonfirst.org/ my $openaddr_geo_coder = Geo::Coder::Free->new(openaddr => $ENV{'OPENADDR_HOME'}); $location = $openaddr_geo_coder->geocode(location => '1600 Pennsylvania Avenue NW, Washington DC, USA'); print 'Latitude: ', $location->lat(), "\n"; print 'Longitude: ', $location->long(), "\n"; =head1 METHODS =head2 new $geo_coder = Geo::Coder::Free->new(); Takes one optional parameter, openaddr, which is the base directory of the OpenAddresses data from L, and Who's On First data from L. Takes one optional parameter, directory, which tells the object where to find the MaxMind and GeoNames files admin1db, admin2.db and cities.[sql|csv.gz]. If that parameter isn't given, the module will attempt to find the databases, but that can't be guaranteed to work. =cut sub new { my $class = shift; # Handle hash or hashref arguments my %args; if((@_ == 1) && (ref $_[0] eq 'HASH')) { %args = %{$_[0]}; } elsif((@_ % 2) == 0) { %args = @_; } else { carp(__PACKAGE__, ': Invalid arguments passed to new()'); return; } if(!defined($class)) { if((scalar keys %args) > 0) { # Using Geo::Coder::Free->new not Geo::Coder::Free::new carp(__PACKAGE__, ' use ->new() not ::new() to instantiate'); return; } # FIXME: this only works when no arguments are given $class = __PACKAGE__; } elsif(Scalar::Util::blessed($class)) { # clone the given object return bless { %{$class}, %args }, ref($class); } if(!$alternatives) { my $keep = $/; local $/ = undef; my $data = ; $/ = $keep; $alternatives = Config::Auto->new(source => $data)->parse(); while(my ($key, $value) = (each %{$alternatives})) { $alternatives->{$key} = join(', ', @{$value}); } } my $rc = { %args, maxmind => Geo::Coder::Free::MaxMind->new(%args), alternatives => $alternatives }; if((!defined $args{'openaddr'}) && $ENV{'OPENADDR_HOME'}) { $args{'openaddr'} = $ENV{'OPENADDR_HOME'}; } if($args{'openaddr'}) { $rc->{'openaddr'} = Geo::Coder::Free::OpenAddresses->new(%args); } if(my $cache = $args{'cache'}) { $rc->{'cache'} = $cache; } return bless $rc, $class; } =head2 geocode $location = $geo_coder->geocode(location => $location); print 'Latitude: ', $location->{'latitude'}, "\n"; print 'Longitude: ', $location->{'longitude'}, "\n"; # TODO: # @locations = $geo_coder->geocode('Portland, USA'); # diag 'There are Portlands in ', join (', ', map { $_->{'state'} } @locations); # Note that this yields many false positives and isn't useable yet my @matches = $geo_coder->geocode(scantext => 'arbitrary text', region => 'US'); @matches = $geo_coder->geocode(scantext => 'arbitrary text', region => 'GB', ignore_words => [ 'foo', 'bar' ]); =cut # List of words that scantext should ignore my %common_words = ( 'a' => 1, 'an' => 1, 'age' => 1, 'and' => 1, 'at' => 1, 'be' => 1, 'by' => 1, 'cross' => 1, 'for' => 1, 'how' => 1, 'i' => 1, 'in' => 1, 'is' => 1, 'more' => 1, 'of' => 1, 'on' => 1, 'or' => 1, 'over' => 1, 'pm' => 1, 'road' => 1, 'she' => 1, 'side' => 1, 'to' => 1, 'the' => 1, 'was' => 1, 'with' => 1, ); sub geocode { my $self = shift; my %params; # Try hard to support whatever API that the user wants to use if(!ref($self)) { if(scalar(@_)) { return(__PACKAGE__->new()->geocode(@_)); } elsif(!defined($self)) { # Geo::Coder::Free->geocode() Carp::croak('Usage: ', __PACKAGE__, '::geocode(location => $location|scantext => $text)'); } elsif($self eq __PACKAGE__) { Carp::croak("Usage: $self", '::geocode(location => $location|scantext => $text)'); } return(__PACKAGE__->new()->geocode($self)); } elsif(ref($self) eq 'HASH') { return(__PACKAGE__->new()->geocode($self)); } elsif(ref($_[0]) eq 'HASH') { %params = %{$_[0]}; # } elsif(ref($_[0]) && (ref($_[0] !~ /::/))) { } elsif(ref($_[0])) { Carp::croak('Usage: ', __PACKAGE__, '::geocode(location => $location|scantext => $text)'); } elsif(scalar(@_) && (scalar(@_) % 2 == 0)) { %params = @_; } else { $params{'location'} = shift; } # Fail when the input is just a set of numbers if(defined($params{'location'}) && ($params{'location'} !~ /\D/)) { Carp::croak('Usage: ', __PACKAGE__, ": invalid location to geocode(), $params{location}") if(length($params{'location'})); return undef; } elsif(defined($params{'scantext'}) && ($params{'scantext'} !~ /\D/)) { Carp::croak('Usage: ', __PACKAGE__, ": invalid scantext to geocode(), $params{scantext}") if(length($params{'scantext'})); return undef; } if($self->{'openaddr'}) { if(my $scantext = $params{'scantext'}) { return if($self->{'scantext_misses'}{$scantext}); $self->{'local'} ||= Geo::Coder::Free::Local->new(); my @matches = grep defined, ( $self->{'local'}->geocode($scantext), $self->{'openaddr'}->geocode($scantext), $self->{'maxmind'}->geocode($scantext) ); if(scalar(@matches)) { # ::diag(__LINE__, Data::Dumper->Dump([\@matches])); return @matches; } my $region = $params{'region'}; my %ignore_words; if($params{'ignore_words'}) { %ignore_words = map { lc($_) => 1 } @{$params{'ignore_words'}}; } %ignore_words = (%ignore_words, %common_words); my @rc; @matches = _find_word_triplets($scantext, \%ignore_words); foreach my $place (@matches) { my $location = $region ? "$place, $region" : $place; next if($self->{'scantext_misses'}{$location}); my @res = grep defined, ( $self->{'openaddr'}->geocode($location), # $self->{'maxmind'}->geocode($location) ); foreach my $entry(@res) { $entry->{'location'} = $location; $entry->{'text'} = $scantext; $entry->{'confidence'} = 0.8; } if(scalar(@res) && !wantarray) { # ::diag(__LINE__, Data::Dumper->Dump([\@res])); return $res[0]; } if(scalar(@res)) { push @rc, @res; } else { $self->{'scantext_misses'}{$location} = 1; } } if(scalar(@rc)) { # ::diag(__LINE__, Data::Dumper->Dump([\@rc])); return @rc; } @matches = _find_word_duplets($scantext, \%ignore_words); foreach my $place (@matches) { my $location = $region ? "$place, $region" : $place; next if($self->{'scantext_misses'}{$location}); my @res = grep defined, ( $self->{'openaddr'}->geocode($location), # $self->{'maxmind'}->geocode($location) ); foreach my $entry(@res) { $entry->{'location'} = $location; $entry->{'text'} = $scantext; $entry->{'confidence'} = 0.7; } if(scalar(@res) && !wantarray) { # ::diag(__LINE__, Data::Dumper->Dump([\@res])); return $res[0]; } if(scalar(@res)) { push @rc, @res; } else { $self->{'scantext_misses'}{$location} = 1; } } if(scalar(@rc)) { # ::diag(__LINE__, Data::Dumper->Dump([\@rc])); return @rc; } # Regular expression to match different formats of places # This rediculous regex is from Chatgpt # OpenAI. (2025). ChatGPT [Large language model]. https://chatgpt.com # FIXME: Doesn't find the place in this "She was born May 21, 1937 in Noblesville, IN."; @matches = $scantext =~ /\b(?:\d+\s+)?(?:[A-Z][a-z]+(?:\s+[A-Z][a-z]+)*\.?),\s*(?:[A-Z][a-z]+(?:\s+[A-Z][a-z]+)*(?:,\s*[A-Z]{2,})*)\b/g; my @places; foreach my $match (@matches) { push @places, $match if(defined $match && $match ne ''); } # ::diag($scantext); # ::diag(join(';', @places)) if(scalar(@places)); foreach my $place (@places) { my $location = $region ? "$place, $region" : $place; next if($self->{'scantext_misses'}{$location}); my @res = grep defined, ( $self->{'openaddr'}->geocode($location), # $self->{'maxmind'}->geocode($location) ); foreach my $entry(@res) { $entry->{'location'} = $location; $entry->{'text'} = $scantext; $entry->{'confidence'} = 0.7; } if(scalar(@res) && !wantarray) { # ::diag(__LINE__, Data::Dumper->Dump([\@res])); return $res[0]; } if(scalar(@res)) { push @rc, @res; } else { $self->{'scantext_misses'}{$location} = 1; } } if(scalar(@rc)) { # ::diag(__LINE__, Data::Dumper->Dump([\@rc])); return @rc; } if($region) { if($region eq 'GB') { my @candidates = _find_gb_addresses($scantext); # ::diag(Data::Dumper->new([\@candidates])->Dump()); if(scalar(@candidates)) { my @gb; foreach my $candidate(@candidates) { # ::diag(__LINE__, ": $candidate"); next if(exists($ignore_words{lc($candidate)})); my @res = grep defined, ( $self->{'openaddr'}->geocode("$candidate, GB"), # $self->{'maxmind'}->geocode("$candidate, GB") ); push @gb, @res if(scalar(@res)); } return @gb if(scalar(@gb)); } } elsif($region eq 'US') { my @candidates = _find_us_addresses($scantext); # ::diag(Data::Dumper->new([\@candidates])->Dump()); if(scalar(@candidates)) { my @us; foreach my $candidate(@candidates) { # ::diag(__LINE__, ": $candidate"); next if(exists($ignore_words{lc($candidate)})); my @res = grep defined, ( $self->{'openaddr'}->geocode("$candidate, US"), # $self->{'maxmind'}->geocode("$candidate, US") ); push @us, @res if(scalar(@res)); } return @us if(scalar(@us)); } } elsif($region eq 'Canada') { my @candidates = _find_ca_addresses($scantext); # ::diag(Data::Dumper->new([\@candidates])->Dump()); if(scalar(@candidates)) { my @ca; foreach my $candidate(@candidates) { # ::diag(__LINE__, ": $candidate"); next if(exists($ignore_words{lc($candidate)})); my @res = grep defined, ( $self->{'openaddr'}->geocode("$candidate, Canada"), # $self->{'maxmind'}->geocode("$candidate, Canada") ); push @ca, @res if(scalar(@res)); } return @ca if(scalar(@ca)); } } } $self->{'scantext_misses'}{$scantext} = 1; return; } if(wantarray) { my @rc = $self->{'openaddr'}->geocode(\%params); if(scalar(@rc)) { return @rc if(scalar(@rc) && $rc[0]); } $self->{'local'} ||= Geo::Coder::Free::Local->new(); @rc = $self->{'local'}->geocode(\%params); return @rc if(scalar(@rc) && $rc[0]); } else { # !wantarray if(my $rc = $self->{'openaddr'}->geocode(\%params)) { return $rc; } $self->{'local'} ||= Geo::Coder::Free::Local->new(); if(my $rc = $self->{'local'}->geocode(\%params)) { return $rc; } } if((!$params{'scantext'}) && (my $alternatives = $self->{'alternatives'})) { # Try some alternatives, would be nice to read this from somewhere on line my $location = $params{'location'}; while (my($key, $value) = each %{$alternatives}) { if($location =~ $key) { # ::diag("$key=>$value"); my $keep = $location; $location =~ s/$key/$value/; $params{'location'} = $location; if(my $rc = $self->geocode(\%params)) { return $rc; } # Try without the commas, for "Tyne and Wear" if($value =~ /, /) { my $string = $value; $string =~ s/,//g; $location = $keep; $location =~ s/$key/$string/; $params{'location'} = $location; if(my $rc = $self->geocode(\%params)) { return $rc; } } } } } } # FIXME: scantext only works if OPENADDR_HOME is set if($params{'location'}) { if(wantarray) { my @rc = $self->{'maxmind'}->geocode(\%params); return @rc; } return $self->{'maxmind'}->geocode(\%params); } if(!$params{'scantext'}) { Carp::croak('Usage: geocode(location => $location|scantext => $text)'); } return; } # Find all sets of 3 consecutive words in a string # Example usage # my $input_string = "apple, banana orange,grape, melon"; # my @result = find_word_triplets($input_string); # print join("\n", @result), "\n"; sub _find_word_triplets { my ($text, $remove_words) = @_; # Normalize spaces and commas $text =~ s/[,]+/ /g; # Replace commas with spaces $text =~ s/\s+/ /g; # Normalize multiple spaces $text =~ s/^\s+|\s+$//g; # Trim leading/trailing spaces # my @words = split /\s+/, $text; my @words = grep { !/^\d+$/ && !$remove_words->{lc($_)} } split /\s+/, $text; # Remove numeric words and unwanted words my @triplets; for my $i (0 .. $#words - 2) { push @triplets, "$words[$i], $words[$i+1], $words[$i+2]"; } return @triplets; } # Find all sets of 2 consecutive words in a string sub _find_word_duplets { my ($text, $remove_words) = @_; # Normalize spaces and commas $text =~ s/[,]+/ /g; # Replace commas with spaces $text =~ s/\s+/ /g; # Normalize multiple spaces $text =~ s/^\s+|\s+$//g; # Trim leading/trailing spaces # my @words = split /\s+/, $text; my @words = grep { !/^\d+$/ && !$remove_words->{$_} } split /\s+/, $text; # Remove numeric words and unwanted words my @duplets; for my $i (0 .. $#words - 1) { push @duplets, "$words[$i], $words[$i+1]"; } return @duplets; } # Function to find all possible US addresses in a string sub _find_us_addresses { my $text = shift; my @addresses; # Regular expression to match U.S.-style addresses my $address_regex = qr/ \b # Word boundary (\d{1,5}) # Street number: 1 to 5 digits \s+ # Space ([A-Za-z0-9\s]+?) # Street name (alphanumeric, allows spaces) \s+ # Space (Avenue|Ave\.?|Boulevard|Blvd\.?|Road|Rd\.?|Lane|Ln\.?|Drive|Dr\.?|Street|St\.?) # Street type (\s+[A-Za-z]{2})? # Optional directional suffix (NW, NE, etc.) ,\s* # Comma and optional spaces ([A-Za-z\s]+) # City name ,\s* # Comma and optional spaces ([A-Z]{2}) # State abbreviation \s* # Optional spaces (\d{5}(-\d{4})?)? # Optional ZIP code \b # Word boundary /x; # Find all matches while ($text =~ /$address_regex/g) { push @addresses, $&; # Capture the full match } return @addresses; } # Function to find all possible British addresses in a string sub _find_gb_addresses { my $text = shift; my @addresses; # Regular expression to match British-style addresses my $address_regex = qr/ \b # Word boundary (\d{1,5}|\w[\w\s'-]+) # House number or name (e.g., "123", "The White House") \s+ # Space ([A-Za-z0-9\s'-]+) # Street name (alphanumeric with spaces, hyphens, or apostrophes) \s*,?\s* # Optional comma and spaces ([A-Za-z\s'-]+) # Locality or district name (optional, but typically a valid name) \s*,?\s* # Optional comma and spaces ([A-Za-z\s'-]+) # Town or city name \s*,?\s* # Optional comma and spaces ([A-Za-z\s'-]+) # County name # \s*,?\s* # Optional comma and spaces # ([A-Z]{1,2}[0-9R][0-9A-Z]?\s[0-9][ABD-HJLNP-UW-Z]{2}), # Optional postcode (e.g., "SW1A 1AA", "EC1A 1BB") \b # Word boundary /x; # Find all matches while ($text =~ /$address_regex/g) { my $address = $&; $address =~ s/[,\s]+$//; push @addresses, $address; # Capture the full match } return @addresses; } # Function to find all possible Canadian addresses in a string sub _find_ca_addresses { my $text = shift; my @addresses; # Regular expression to match Canadian-style addresses my $address_regex = qr/ \b # Word boundary (\d{1,5}) # Street number: 1 to 5 digits \s+ # Space ([A-Za-z0-9\s]+?) # Street name (alphanumeric, allows spaces) \s+ # Space (Avenue|Ave\.?|Boulevard|Blvd\.?|Road|Rd\.?|Lane|Ln\.?|Drive|Dr\.?|Street|St\.?|Circle|Crescent|Cres\.?) # Street type \s*,\s* # Comma and optional spaces ([A-Za-z\s]+) # City name (allows multi-word names) \s*,\s* # Comma and optional spaces ([A-Z]{2}) # Province abbreviation (e.g., ON, QC, BC) \s*,?\s* # Optional comma and spaces ([A-Z]\d[A-Z]\s?\d[A-Z]\d)? # Optional Canadian postal code (e.g., A1A 1A1) \b # Word boundary /x; # Find all matches while ($text =~ /$address_regex/g) { push @addresses, $&; # Capture the full match } return @addresses; } =head2 reverse_geocode $location = $geocoder->reverse_geocode(latlng => '37.778907,-122.39732'); To be done. =cut sub reverse_geocode { my $self = shift; my %params; # Try hard to support whatever API that the user wants to use if(!ref($self)) { if(scalar(@_)) { return(__PACKAGE__->new()->reverse_geocode(@_)); } elsif(!defined($self)) { # Geo::Coder::Free->reverse_geocode() Carp::croak('Usage: ', __PACKAGE__, '::reverse_geocode(latlng => "$lat,$long")'); } elsif($self eq __PACKAGE__) { Carp::croak("Usage: $self", '::reverse_geocode(latlng => "$lat,$long")'); } return(__PACKAGE__->new()->reverse_geocode($self)); } elsif(ref($self) eq 'HASH') { return(__PACKAGE__->new()->reverse_geocode($self)); } elsif(ref($_[0]) eq 'HASH') { %params = %{$_[0]}; # } elsif(ref($_[0]) && (ref($_[0] !~ /::/))) { } elsif(ref($_[0])) { Carp::croak('Usage: ', __PACKAGE__, '::reverse_geocode(latlng => "$lat,$long")'); } elsif(scalar(@_) && (scalar(@_) % 2 == 0)) { %params = @_; } else { $params{'latlng'} = shift; } # The drivers don't yet support it if($self->{'openaddr'}) { if(wantarray) { my @rc = $self->{'openaddr'}->reverse_geocode(\%params); return @rc; } elsif(my $rc = $self->{'openaddr'}->reverse_geocode(\%params)) { return $rc; } } if($params{'latlng'}) { if(wantarray) { my @rc = $self->{'maxmind'}->reverse_geocode(\%params); return @rc; } return $self->{'maxmind'}->reverse_geocode(\%params); } Carp::croak('Reverse lookup is not yet supported'); } =head2 ua Does nothing, here for compatibility with other Geo-Coders =cut sub ua { } =head2 run You can also run this module from the command line: perl lib/Geo/Coder/Free.pm 1600 Pennsylvania Avenue NW, Washington DC =cut __PACKAGE__->run(@ARGV) unless caller(); sub run { require Data::Dumper; my $class = shift; my $location = join(' ', @_); my @rc; if($ENV{'OPENADDR_HOME'}) { @rc = $class->new(directory => $ENV{'OPENADDR_HOME'})->geocode($location); } else { @rc = $class->new()->geocode($location); } die "$0: geocoding failed" unless(scalar(@rc)); print Data::Dumper->new([\@rc])->Dump(); } sub _normalize($) { my $street = shift; $abbreviations ||= Geo::Coder::Abbreviations->new(); $street = uc($street); if($street =~ /(.+)\s+(.+)\s+(.+)/) { my $a; if((lc($2) ne 'cross') && ($a = $abbreviations->abbreviate($2))) { $street = "$1 $a $3"; } elsif($a = $abbreviations->abbreviate($3)) { $street = "$1 $2 $a"; } } elsif($street =~ /(.+)\s(.+)$/) { if(my $a = $abbreviations->abbreviate($2)) { $street = "$1 $a"; } } $street =~ s/^0+//; # Turn 04th St into 4th St return $street; } sub _abbreviate($) { my $type = uc(shift); $abbreviations ||= Geo::Coder::Abbreviations->new(); if(my $rc = $abbreviations->abbreviate($type)) { return $rc; } return $type; } =head1 GETTING STARTED To download, import and setup the local database, before running "make", but after running "perl Makefile.PL", run these instructions. Optionally set the environment variable OPENADDR_HOME to point to an empty directory and download the data from L into that directory; and optionally set the environment variable WHOSONFIRST_HOME to point to an empty directory and download the data using L. The script bin/download_databases (see below) will do those for you. You do not need to download the MaxMind data, that will be downloaded automatically. You will need to create the database used by Geo::Coder::Free. Install L and L. Run bin/create_sqlite - converts the Maxmind "cities" database from CSV to SQLite. To use with MariaDB, set MARIADB_SERVER="$hostname;$port" and MARIADB_USER="$user;$password" (TODO: username/password should be asked for) The code will use a database called geo_code_free which will be deleted if it exists. $user should only need to privileges to DROP, CREATE, SELECT, INSERT, CREATE and INDEX on that database. If you've set DEBUG mode in createdatabase.PL, or are playing with REPLACE instead of INSERT, you'll also need DELETE privileges - but non-developers don't need to have that. Optional steps to download and install large databases. This will take a long time and use a lot of disc space, be clear that this is what you want. In the bin directory there are some helper scripts to do this. You will need to tailor them to your set up, but that's not that hard as the scripts are trivial. =over 4 =item 1 C run wof-clone from NJH-Snippets. This can take a long time because it contains lots of directories which filesystem drivers seem to take a long time to navigate (at least my EXT4 and ZFS systems do). =item 2 Install L into $DR5HN_HOME. This data contains cities only, so it's not used if OSM_HOME is set, since the latter is much more comprehensive. Also, only Australia, Canada and the US is imported, as the UK data is difficult to parse. =item 3 Run bin/download_databases - this will download the WhosOnFirst, Openaddr, Open Street Map and dr5hn databases. Check the values of OSM_HOME, OPENADDR_HOME, DR5HN_HOME and WHOSONFIRST_HOME within that script, you may wish to change them. The Makefile.PL file will download the MaxMind database for you, as that is not optional. =item 4 Run bin/create_db - this creates the database used by G:C:F using the data you've just downloaded The database is called openaddr.sql, even though it does include all of the above data. That's historical before I added the WhosOnFirst database. The names are a bit of a mess because of that. I should rename it to geo-coder-free.sql, even though it doesn't contain the Maxmind data. =back Now you're ready to run "make" (note that the download_databases script may have done that for you, but you'll want to check). See the comment at the start of createdatabase.PL for further reading. =head1 MORE INFORMATION I've written a few Perl related Genealogy programs including gedcom (L) and ged2site (L). One of the things that these do is to check the validity of your family tree, and one of those tasks is to verify place-names. Of course places do change names and spelling becomes more consistent over the years, but the vast majority remain the same. Enough of a majority to computerise the verification. Unfortunately all of the on-line services have one problem or another - most either charge for large number of access, or throttle the number of look-ups. Even my modest tree, just over 2000 people, reaches those limits. There are, however, a number of free databases that can be used, including MaxMind, GeoNames, OpenAddresses and WhosOnFirst. The objective of L (L) is to create a database of those databases and to create a search engine either through a local copy of the database or through an on-line website. Both are in their early days, but I have examples which do surprisingly well. The local copy of the database is built using the createdatabase.PL script which is bundled with G:C:F. That script creates a single SQLite file from downloaded copies of the databases listed above, to create the database you will need to first install L. If REDIS_SERVER is set, the data are also stored on a Redis Server. Running 'make' will download GeoNames and MaxMind, but OpenAddresses and WhosOnFirst need to be downloaded manually if you decide to use them - they are treated as optional by G:C:F. The sample website at L is down at the moment while I look for a new host. The source code for that site is included in the G:C:F distribution. =head1 BUGS Some lookups fail at the moments, if you find one please file a bug report. The MaxMind data only contains cities. The OpenAddresses data doesn't cover the globe. Can't parse and handle "London, England". It would be great to have a set-up wizard to create the database. The various scripts in NJH-Snippets ought to be in this module. =head1 SEE ALSO L, L, L, L, L and L. L, L, L. See L for instructions creating the SQLite database from L. =head1 AUTHOR Nigel Horne, C<< >> This library is free software; you can redistribute it and/or modify it under the same terms as Perl itself. =head1 SUPPORT This module is provided as-is without any warranty. You can find documentation for this module with the perldoc command. perldoc Geo::Coder::Free You can also look for information at: =over 4 =item * MetaCPAN L =item * RT: CPAN's request tracker L =item * CPANTS L =item * CPAN Testers' Matrix L =item * CPAN Testers Dependencies L =item * Search CPAN L =back =head1 LICENSE AND COPYRIGHT Copyright 2017-2025 Nigel Horne. The program code is released under the following licence: GPL for personal use on a single computer. All other users (including Commercial, Charity, Educational, Government) must apply in writing for a licence for use from Nigel Horne at ``. This product uses GeoLite2 data created by MaxMind, available from L. See their website for licensing information. This product uses data from Who's on First. See L for licensing information. =cut 1; # Common mappings allowing looser lookups # Would be nice to read this from somewhere on-line # See also lib/Geo/Coder/Free/Local.pm __DATA__ St Lawrence, Thanet, Kent = Ramsgate, Kent St Peters, Thanet, Kent = Broadstairs, Kent Minster, Thanet, Kent = Ramsgate, Kent Tyne and Wear = Borough of North Tyneside