my @array_of_objects = ( { sex=>'Male', occupation=>'foo' }, { sex=>'Female', occupation=>'foo' }, { sex=>'Male', occupation=>'bar' }, { sex=>'Female', occupation=>'bar' }, { sex=>'Female', occupation=>'foo' }, ); my %counts; $counts{ $_->{sex} }++ for @array_of_objects; my %grouped; $grouped{ $_->{sex} }{ $_->{occupation} }++ for @array_of_objects; use Data::Dumper; print Dumper( \%counts, \%grouped ); __END__ $VAR1 = { 'Female' => 3, 'Male' => 2 }; $VAR2 = { 'Female' => { 'bar' => 1, 'foo' => 2 }, 'Male' => { 'foo' => 1, 'bar' => 1 } }; #### sub count { my ($data, $fields) = @_; $fields = [$fields] unless ref $fields; my $count = {}; _dive( $count, $_, @$fields ) for @$data; return $count; } sub _dive { my ($ref, $obj, @path) = @_; my $targ = \$ref->{ $obj->{ shift @path } }; if (!@path) { $$targ++; return $ref } $$targ = _dive( $$targ, $obj, @path ); } print Dumper( count(\@array_of_objects, 'sex') ); print Dumper( count(\@array_of_objects, ['sex','occupation']) );