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# GenderFromName.rb
#
# Originally by Jon Orwant, <orwant@readable.com>
# Created 10 Mar 97
#
# Version 0.30 - Jul 29 2003 by
# Eamon Daly, <eamon@eamondaly.com>
#
# Ported to Ruby - Mar 19 2011 by
# Pete Warden, <pete@petewarden.com>
require 'rubygems' if RUBY_VERSION < '1.9'
require 'text'
def debug_log(message)
# printf(STDERR, message+"\n")
end
def gender_from_name(name, looseness=5)
gender = nil
if !name or name.length == 0
debug_log("No name specified")
return nil
end
name = name.downcase
debug_log("Matching '"+name+"'")
begin
confidence = -1
(0..looseness).each do |i|
if i == 0
debug_log("\tone_only...")
gender = one_only(name)
elsif i == 1
debug_log("\teither_weight...")
gender = either_weight(name)
elsif i == 2
debug_log("\tone_only_metaphone...")
gender = one_only_metaphone(name)
elsif i == 3
debug_log("\teither_weight_metaphone...")
gender = either_weight_metaphone(name)
elsif i == 4
debug_log("\tv2_rules...")
gender = v2_rules(name)
elsif i == 5
debug_log("\tv1_rules...")
gender = v1_rules(name)
else
debug_log("Should never get here")
end
confidence = i
if gender
debug_log("\t==> HIT ("+gender+")\n")
break
end
end
rescue
printf(STDERR, "Exception\n")
end
if !gender
return nil
else
return {:gender => gender, :confidence => confidence}
end
end
def dm(name)
Text::Metaphone.double_metaphone(name)[0]
end
def one_only(name)
gender = nil
# Match one list only
male_hit = $Males.has_key?(name)
female_hit = $Females.has_key?(name)
if female_hit and not male_hit
gender = 'f'
elsif male_hit and not female_hit:
gender = 'm'
end
return gender
end
def either_weight(name)
gender = nil
# Match either, weight
if $Males.has_key?(name)
male_hit = $Males[name]
else
male_hit = 0
end
if $Females.has_key?(name)
female_hit = $Females[name]
else
female_hit = 0
end
if female_hit > 0 or male_hit > 0
if female_hit > male_hit
gender = 'f'
else
gender = 'm'
end
end
if gender
debug_log("\tF: "+str(female_hit)+", M: "+str(male_hit)+"\n");
end
return gender
end
def one_only_metaphone(name)
gender = nil
# Match one list only, use DoubleMetaphone
meta_name = dm(name)
metaphone_hit = ''
# Pete- Changed the original Perl code which did a copy of the name
# arrays and resorted them every time. Instead, the default array
# was already sorted, and sort any user-supplied arrays before
# storing them.
male_hit = 0
female_hit = 0
$Females.each do |list_name, weight|
if female_hit > 0
break
end
meta_list_name = dm(list_name)
if meta_name == meta_list_name
female_hit = weight
debug_log("\tF: %s => %s => %s: %f\n" % name, list_name, meta_list_name, weight)
end
end
$Males.each do |list_name, weight|
if male_hit > 0
break
end
meta_list_name = dm(list_name)
if meta_name == meta_list_name
male_hit = weight
debug_log(name)
debug_log(list_name)
debug_log(meta_list_name)
debug_log(weight)
debug_log("\tM: %s => %s => %s: %f\n" % name, list_name, meta_list_name, weight)
end
end
if female_hit > 0 and not male_hit > 0
gender = 'f'
elsif male_hit > 0 and not female_hit>0
gender = 'm'
end
return gender;
end
def either_weight_metaphone(name)
gender = nil
# Match either, weight, use DoubleMetaphone
meta_name = dm(name)
metaphone_hit = ''
# Pete- Changed the original Perl code which did a copy of the name
# arrays and resorted them every time. Instead, the default array
# was already sorted, and sort any user-supplied arrays before
# storing them.
male_hit = 0
female_hit = 0
$Females.each do |list_name, weight|
if female_hit > 0
break
end
meta_list_name = dm(list_name)
if meta_name == meta_list_name
female_hit = weight
debug_log("\tF: %s => %s => %s: %f\n" % name, list_name, meta_list_name, weight)
end
end
$Males.each do |list_name, weight|
if male_hit > 0
break
end
meta_list_name = dm(list_name)
if meta_name == meta_list_name
male_hit = weight
debug_log("\tM: %s => %s => %s: %f\n" % name, list_name, meta_list_name, weight)
end
end
if female_hit > 0 or male_hit > 0
if female_hit > male_hit
gender = 'f'
else
gender = 'm'
end
end
return gender
end
def v2_rules(name)
gender = nil
# Match using Orwant's rules from v0.20 of Text::GenderFromName
# Note that this no longer 'falls through' as in v0.20. Jon makes
# mention of the fact that the v0.10 rules are ordered, but Jon's
# additions appear to be exclusive.
# jon and john
if name =~ /^joh?n/ then gender = 'm'
# tom and thomas and tomas and toby
elsif name =~ /^th?o(m|b)/ then gender = 'm'
elsif name =~ /^frank/ then gender = 'm'
elsif name =~ /^bil/ then gender = 'm'
elsif name =~ /^hans/ then gender = 'm'
elsif name =~ /^ron/ then gender = 'm'
elsif name =~ /^ro(z|s)/ then gender = 'f'
elsif name =~ /^walt/ then gender = 'm'
elsif name =~ /^krishna/ then gender = 'm'
elsif name =~ /^tri(c|sh)/ then gender = 'f'
# pascal and pasqual
elsif name =~ /^pas(c|qu)al$/ then gender = 'm'
elsif name =~ /^ellie/ then gender = 'f'
elsif name =~ /^anfernee/ then gender = 'm'
end
return gender
end
def v1_rules(name)
gender = nil
# Match using rules from v0.10 of Text::GenderFromName
# most names ending in a/e/i/y are female
if name =~ /^.*[aeiy]$/ then gender = 'f' end
# allison and variations
if name =~ /^all?[iy]((ss?)|z)on$/ then gender = 'f' end
# cathleen, eileen, maureen
if name =~ /een$/ then gender = 'f' end
# barry, larry, perry
if name =~ /^[^s].*r[rv]e?y?$/ then gender = 'm' end
# clive, dave, steve
if name =~ /^[^g].*v[ei]$/ then gender = 'm' end
# carolyn, gwendolyn, vivian
if name =~ /^[^bd].*(b[iy]|y|via)nn?$/ then gender = 'f' end
# dewey, stanley, wesley
if name =~ /^[^ajklmnp][^o][^eit]*([glrsw]ey|lie)$/ then gender = 'm' end
# heather, ruth, velvet
if name =~ /^[^gksw].*(th|lv)(e[rt])?$/ then gender = 'f' end
# gregory, jeremy, zachary
if name =~ /^[cgjwz][^o][^dnt]*y$/ then gender = 'm' end
# leroy, murray, roy
if name =~ /^.*[rlr][abo]y$/ then gender = 'm' end
# abigail, jill, lillian
if name =~ /^[aehjl].*il.*$/ then gender = 'f' end
# janet, jennifer, joan
if name =~ /^.*[jj](o|o?[ae]a?n.*)$/ then gender = 'f' end
# duane, eugene, rene
if name =~ /^.*[grguw][ae]y?ne$/ then gender = 'm' end
# fleur, lauren, muriel
if name =~ /^[flm].*ur(.*[^eotuy])?$/ then gender = 'f' end
# lance, quincy, vince
if name =~ /^[clmqtv].*[^dl][in]c.*[ey]$/ then gender = 'm' end
# margaret, marylou, miri;
if name =~ /^m[aei]r[^tv].*([^cklnos]|([^o]n))$/ then gender = 'f' end
# clyde, kyle, pascale
if name =~ /^.*[ay][dl]e$/ then gender = 'm' end
# blake, luke, mi;
if name =~ /^[^o]*ke$/ then gender = 'm' end
# carol, karen, shar;
if name =~ /^[cks]h?(ar[^lst]|ry).+$/ then gender = 'f' end
# pam, pearl, rachel
if name =~ /^[pr]e?a([^dfju]|qu)*[lm]$/ then gender = 'f' end
# annacarol, leann, ruthann
if name =~ /^.*[aa]nn.*$/ then gender = 'f' end
# deborah, leah, sarah
if name =~ /^.*[^cio]ag?h$/ then gender = 'f' end
# frances, megan, susan
if name =~ /^[^ek].*[grsz]h?an(ces)?$/ then gender = 'f' end
# ethel, helen, gretchen
if name =~ /^[^p]*([hh]e|[ee][lt])[^s]*[ey].*[^t]$/ then gender = 'f' end
# george, joshua, theodore
if name =~ /^[^el].*o(rg?|sh?)?(e|ua)$/ then gender = 'm' end
# delores, doris, precious
if name =~ /^[dp][eo]?[lr].*s$/ then gender = 'f' end
# anthony, henry, rodney
if name =~ /^[^jpswz].*[denor]n.*y$/ then gender = 'm' end
# karin, kim, kristin
if name =~ /^k[^v]*i.*[mns]$/ then gender = 'f' end
# bradley, brady, bruce
if name =~ /^br[aou][cd].*[ey]$/ then gender = 'm' end
# agnes, alexis, glynis
if name =~ /^[acgk].*[deinx][^aor]s$/ then gender = 'f' end
# ignace, lee, wallace
if name =~ /^[ilw][aeg][^ir]*e$/ then gender = 'm' end
# juliet, mildred, millicent
if name =~ /^[^agw][iu][gl].*[drt]$/ then gender = 'f' end
# ari, bela, ira
if name =~ /^[abeiuy][euz]?[blr][aeiy]$/ then gender = 'm' end
# iris, lois, phyllis
if name =~ /^[egilp][^eu]*i[ds]$/ then gender = 'f' end
# randy, timothy, tony
if name =~ /^[art][^r]*[dhn]e?y$/ then gender = 'm' end
# beatriz, bridget, harriet
if name =~ /^[bhl].*i.*[rtxz]$/ then gender = 'f' end
# antoine, jerome, tyrone
if name =~ /^.*oi?[mn]e$/ then gender = 'm' end
# danny, demetri, dondi
if name =~ /^d.*[mnw].*[iy]$/ then gender = 'm' end
# pete, serge, shane
if name =~ /^[^bg](e[rst]|ha)[^il]*e$/ then gender = 'm' end
# angel, gail, isabel
if name =~ /^[adfgim][^r]*([bg]e[lr]|il|wn)$/ then gender = 'f' end
return gender
end
# From http://www.ssa.gov/OACT/babynames/1999/top1000of80s.html
#
# See CAVEATS in the perldoc for details.
#
$Males = {
'michael' => 3.4091409099979,
'christopher' => 2.83416303830628,
'matthew' => 2.34473090442106,
'joshua' => 2.0448091849108,
'david' => 2.00111536906949,
'daniel' => 1.79277670618211,
'james' => 1.7912417946186,
'robert' => 1.66097896659521,
'john' => 1.6298714255747,
'joseph' => 1.540846554891,
'jason' => 1.50206445605292,
'justin' => 1.48507810141672,
'andrew' => 1.44885418851784,
'ryan' => 1.41948621393597,
'william' => 1.2658927301472,
'brian' => 1.20664514379563,
'jonathan' => 1.20040317010402,
'brandon' => 1.17287708939837,
'nicholas' => 1.13368568081002,
'anthony' => 1.09132212165709,
'eric' => 1.05427958925767,
'adam' => 0.989813303590158,
'kevin' => 0.97313393126666,
'steven' => 0.929747097738052,
'thomas' => 0.907235061473208,
'timothy' => 0.877662432016209,
'richard' => 0.795595827087096,
'jeremy' => 0.785363083330349,
'kyle' => 0.740236683363094,
'jeffrey' => 0.729901612168779,
'benjamin' => 0.727957390854997,
'aaron' => 0.726115496978782,
'mark' => 0.670244716066943,
'charles' => 0.669323769128835,
'jacob' => 0.638830192733729,
'stephen' => 0.594727067142148,
'jose' => 0.578559332006488,
'patrick' => 0.564028835871907,
'scott' => 0.544484295296519,
'paul' => 0.538446976480038,
'nathan' => 0.535684135665717,
'sean' => 0.527600268097886,
'zachary' => 0.519311745654921,
'travis' => 0.51532097558979,
'dustin' => 0.497311346577915,
'gregory' => 0.478380770627932,
'kenneth' => 0.455561752050386,
'alexander' => 0.4404172912904,
'jesse' => 0.439394016914725,
'tyler' => 0.434379972473919,
'bryan' => 0.42220300740339,
'samuel' => 0.378816173874782,
'derek' => 0.365206624678308,
'bradley' => 0.351494748044267,
'chad' => 0.349857509043187,
'shawn' => 0.334303738532932,
'edward' => 0.319261605210513,
'jared' => 0.318033675959703,
'juan' => 0.309233516328901,
'luis' => 0.302070595699178,
'cody' => 0.299717064635126,
'jordan' => 0.296135604320264,
'peter' => 0.295623967132427,
'carlos' => 0.268711851052182,
'corey' => 0.263288496861106,
'keith' => 0.260423328609217,
'donald' => 0.255306956730843,
'marcus' => 0.254795319543006,
'joel' => 0.24046947828356,
'ronald' => 0.238627584407345,
'phillip' => 0.235660088717888,
'george' => 0.233818194841674,
'cory' => 0.223483123647359,
'antonio' => 0.221334247458442,
'shane' => 0.218776061519255,
'douglas' => 0.216217875580069,
'raymond' => 0.211817795764667,
'brett' => 0.208338662887373,
'alex' => 0.204552547697377,
'gary' => 0.203222291009,
'nathaniel' => 0.196775662442249,
'craig' => 0.196366352691979,
'derrick' => 0.195650060629007,
'casey' => 0.187873175373879,
'ian' => 0.186849900998204,
'philip' => 0.185519644309827,
'gabriel' => 0.180096290118751,
'victor' => 0.179379998055779,
'erik' => 0.177742759054699,
'christian' => 0.177538104179564,
'frank' => 0.168533289673627,
'evan' => 0.167305360422817,
'jesus' => 0.163826227545523,
'larry' => 0.163007608044983,
'seth' => 0.161370369043904,
'austin' => 0.158607528229582,
'dennis' => 0.158402873354447,
'vincent' => 0.157993563604177,
'brent' => 0.156765634353367,
'jeffery' => 0.154923740477153,
'wesley' => 0.154309775851748,
'randy' => 0.154002793539046,
'todd' => 0.153388828913641,
'curtis' => 0.152263227100399,
'miguel' => 0.150625988099319,
'jeremiah' => 0.150421333224184,
'adrian' => 0.144690996720406,
'jorge' => 0.143463067469596,
'alan' => 0.142849102844191,
'angel' => 0.139779279717167,
'mario' => 0.13885833277906,
'luke' => 0.138244368153655,
'russell' => 0.137937385840952,
'jerry' => 0.135993164527171,
'trevor' => 0.134867562713928,
'carl' => 0.132514031649876,
'ricardo' => 0.130979120086364,
'johnny' => 0.127193004896368,
'blake' => 0.1270906774588,
'lucas' => 0.126579040270963,
'shaun' => 0.125760420770423,
'mitchell' => 0.125248783582586,
'tony' => 0.125248783582586,
'cameron' => 0.124020854331776,
'terry' => 0.123713872019074,
'francisco' => 0.120541721454482,
'martin' => 0.120030084266645,
'troy' => 0.118699827578268,
'allen' => 0.116448623951783,
'devin' => 0.116141641639081,
'johnathan' => 0.114709057513136,
'manuel' => 0.113583455699894,
'henry' => 0.111843889261247,
'bobby' => 0.110615960010437,
'andre' => 0.11051363257287,
'kristopher' => 0.108978721009358,
'ricky' => 0.10846708382152,
'jimmy' => 0.108364756383953,
'marc' => 0.108057774071251,
'billy' => 0.107136827133143,
'garrett' => 0.105192605819361,
'hector' => 0.104885623506659,
'caleb' => 0.102532092442607,
'danny' => 0.102122782692337,
'roberto' => 0.101918127817202,
'lance' => 0.101713472942067,
'albert' => 0.10079252600396,
'randall' => 0.0996669241907179,
'lee' => 0.0993599418780155,
'lawrence' => 0.0989506321277456,
'jonathon' => 0.0982343400647733,
'taylor' => 0.0979273577520708,
'mathew' => 0.0951645169377491,
'isaac' => 0.0944482248747768,
'micheal' => 0.093834260249372,
'clinton' => 0.0930156407488322,
'jamie' => 0.0928109858736973,
'walter' => 0.0914807291853201,
'javier' => 0.090150472496943,
'rodney' => 0.0897411627466731,
'louis' => 0.0891271981212683,
'edwin' => 0.0890248706837008,
'roger' => 0.0883085786207285,
'willie' => 0.0874899591201887,
'colin' => 0.0868759944947839,
'jon' => 0.086466684744514,
'alejandro' => 0.0860573749942441,
'clayton' => 0.0860573749942441,
'oscar' => 0.0855457378064067,
'omar' => 0.0852387554937043,
'chase' => 0.0848294457434344,
'rafael' => 0.0848294457434344,
'pedro' => 0.0841131536804621,
'ross' => 0.0833968616174898,
'gerald' => 0.0823735872418151,
'jack' => 0.0807363482407355,
'bruce' => 0.0800200561777632,
'arthur' => 0.0798154013026283,
'joe' => 0.0796107464274933,
'roy' => 0.0796107464274933,
'spencer' => 0.0789967818020885,
'ruben' => 0.0785874720518186,
'darren' => 0.0783828171766837,
'jay' => 0.0777688525512788,
'maurice' => 0.0769502330507391,
'wayne' => 0.0762339409877668,
'calvin' => 0.0759269586750643,
'drew' => 0.0753129940496595,
'grant' => 0.0737780824861474,
'brendan' => 0.073471100173445,
'fernando' => 0.073471100173445,
'brad' => 0.0729594629856076,
'dylan' => 0.0711175691093932,
'eduardo' => 0.0705036044839883,
'jaime' => 0.0695826575458811,
'raul' => 0.0681500734199365,
'darrell' => 0.067843091107234,
'julian' => 0.0665128344188569,
'sergio' => 0.0655918874807496,
'logan' => 0.0654895600431822,
'frederick' => 0.0646709405426424,
'levi' => 0.0646709405426424,
'emmanuel' => 0.0642616307923725,
'jermaine' => 0.0640569759172376,
'noah' => 0.0631360289791303,
'terrance' => 0.0629313741039954,
'edgar' => 0.0626243917912929,
'ivan' => 0.0626243917912929,
'dominic' => 0.062419736916158,
'geoffrey' => 0.0622150820410231,
'jerome' => 0.0621127546034556,
'reginald' => 0.0617034448531857,
'alberto' => 0.0616011174156182,
'eddie' => 0.0616011174156182,
'theodore' => 0.0614987899780508,
'tyrone' => 0.0611918076653484,
'neil' => 0.0610894802277809,
'marvin' => 0.0600662058521062,
'armando' => 0.0597592235394037,
'julio' => 0.0596568961018363,
'ramon' => 0.0595545686642688,
'ernest' => 0.0586336217261615,
'steve' => 0.0579173296631892,
'micah' => 0.0567917278499471,
'jake' => 0.0560754357869747,
'eugene' => 0.0559731083494073,
'jessie' => 0.0559731083494073,
'ronnie' => 0.0550521614113,
'darryl' => 0.0548475065361651,
'glenn' => 0.0548475065361651,
'andres' => 0.0547451790985976,
'karl' => 0.0531079400975181,
'leonard' => 0.0529032852223831,
'ethan' => 0.0525963029096807,
'nicolas' => 0.0525963029096807,
'dale' => 0.0523916480345457,
'kurt' => 0.0522893205969783,
'tommy' => 0.0522893205969783,
'terrence' => 0.0517776834091409,
'devon' => 0.0516753559715734,
'melvin' => 0.0512660462213035,
'bryce' => 0.0509590639086011,
'barry' => 0.0506520815958987,
'cesar' => 0.0504474267207638,
'marco' => 0.0504474267207638,
'bryant' => 0.0503450992831963,
'preston' => 0.0503450992831963,
'stanley' => 0.0498334620953589,
'clifford' => 0.049628807220224,
'kelly' => 0.049424152345089,
'harold' => 0.0490148425948192,
'jarrod' => 0.0490148425948192,
'erick' => 0.0488101877196842,
'orlando' => 0.0477869133440095,
'alexis' => 0.0468659664059022,
'nelson' => 0.0465589840931998,
'byron' => 0.0462520017804974,
'shannon' => 0.0460473469053625,
'dwayne' => 0.0458426920302275,
'francis' => 0.0455357097175251,
'max' => 0.0455357097175251,
'andy' => 0.0449217450921203,
'xavier' => 0.0446147627794179,
'alfredo' => 0.0445124353418504,
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'enrique' => 0.044205453029148,
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}
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