LeGenderary - Determining gender from name

Dependencies

Fuzzy

$ sudo pip install Fuzzy

Name-Gender Dictionaries

The dictionaries can be found on [downloads page] (https://github.com/KartikTalwar/LeGenderary/downloads)

Methods

Construct Options

This are the keys and values associated with the dictionary you need to provide when the class is initialized.

Key	Values
male	Output you'd like for male gender (male, 0, man etc)
female	Output you'd like for female gender (female, 1, women etc)
androgynous	Output you'd like for androgynous name (andro, 2 etc)
unknown	Output you'd like for indeterminant gender (unknown, -1 etc)
maleConfirm	Output you'd like for male where the gender confidence is low
femaleConfirm	Output you'd like for female where the gender confidence is low
dict1	Path to first dictionary file (dict1.txt or /home/user/docs/dict1.txt)
dict2	Path to first dictionary file (dict2.txt or /home/user/docs/dict2.txt)
customDict	Path to custom dictionary file (custom.txt or /home/user/docs/custom.txt)
bingAPIKey	Your Bing/Azure marketplace API Key. Register [here] (http://bit.ly/JmuoZW)

Hierarchy

Each method listed below can be called an a standalone function. The basic function to be called is determineGender() which in turn calls determineFromDictionary(), determineFromPhonetic(), determineFromInternet() and randomGuess() which call their respective sub-functions.

determineFirstName(fullName)
determineGender(fullName, required)
- determineFromDictionary(firstName)
- determineFromPhonetic(firstName)
  - determineFromSoundex(firstName)
  - determineFromNysiis(firstName)
  - determineFromMetaphone(firstName)
- determineFromInternet(fullName)
  - determineFromBing(fullName)
  - determineFromGPeters(firstName)
- randomGuess(firstName)

Details

determineFirstName(fullName)

Cleans out the common honorifics (Mr, Dr, Mrs, Sri etc) from the given name and returns the first name
```
fullName = "Dr. Richard P. Feynman"
print gender.determineFirstName(fullName) # Richard
```
determineGender(fullName, required)

Calls the 4 main functions that check for gender from dictionary, internet, phonetics and random guessing. if required is set to True (default is True), the output will return either male of female (upon guessing). If set to False the output will be unknown upon failure to determine.
```
fullName = "Dr. Richard P. Feynman"
print gender.determineGender(fullName, required=False) # male
```
- determineFromDictionary(firstName)
  
  Checks for the first name in all 3 dictionaries, 2 built in and the one custom dictionary which contains tha values of names and genders that phonetic search and internet search find.
```
firstName = 'Richard'
print gender.determineFromDictionary(firstName) # male
```
- determineFromPhonetic(firstName)
  
  Performs all 3 phonetic searches and returns the most common predicted gender.
```
firstName = 'Rikard'
print gender.determineFromPhonetic(firstName) # male
```
  - determineFromSoundex(firstName)
    
    Uses soundex algorithm to generate hashes for all dictionary items and finds the male and female ratios for the given hash and returns the most common.
```
firstName = 'Rikard'
print gender.determineFromSoundex(firstName) # male
```
  - determineFromNysiis(firstName)
    
    Uses nysiis algorithm to generate hashes for all dictionary items and finds the male and female ratios for the given hash and returns the most common.
```
firstName = 'Rikard'
print gender.determineFromNysiis(firstName) # male
```
  - determineFromMetaphone(firstName)
    
    Uses metaphone algorithm to generate hashes for all dictionary items and finds the male and female ratios for the given hash and returns the most common.
```
firstName = 'Rikard'
print gender.determineFromMetaphone(firstName) # should be male
```
- determineFromInternet(fullName)
  
  Performs search through the web using the Bing API and gpeters.com
```
fullName = 'Richard P. Feynman'
print gender.determineFromBing(fullName) # male
```
  - determineFromBing(fullName)
    
    Uses [Bing API] (https://datamarket.azure.com/dataset/5BA839F1-12CE-4CCE-BF57-A49D98D29A44) to predict the gender by scanning the content excerpts from the first page results. Each method call uses 4 queries to determine the gender but the final gender is saved in the custom dictionary.
```
fullName = 'Richard P. Feynman'
print gender.determineFromBing(fullName) # male
```
  - determineFromGPeters(firstName)
    
    Queries [gpeters.com] (http://www.gpeters.com/names/baby-names.php) and returns the gender based on commonality
```
firstName = 'Richard'
print gender.determineFromGPeters(firstName) # male
```
- randomGuess(firstName)
  
  Guesses the gender based on the alphabets used in a particular name For the 2 given dictionaries, the success rate for male identification ranges between 39-43% and 80-82% for females
```
firstName = 'Richard'
print gender.randomGuess(firstName) # male
```

Full Usage Example

myProgram.py

from leGenderary import leGenderary

options = { 'male'          : 'male', 
            'female'        : 'female',
            'androgynous'   : 'androgynous',
            'unknown'       : 'unknown',
            'maleConfirm'   : 'male needs confirmation',
            'femaleConfirm' : 'female needs confirmation',
            'dict1'         : 'dict1.txt',
            'dict2'         : 'dict2.txt',
            'customDict'    : 'custom.txt',
            'bingAPIKey'    : 'ABC123478ZML'
          }

gender      = leGenderary(options)
fullName    = "Dr. Richard P. Feynman"

firstName   = gender.determineFirstName(fullName.split()) # Richard
dictionary  = gender.determineFromDictionary(firstName)   # male
takeaguess  = gender.randomGuess(firstName)               # male

phonetic    = gender.determineFromPhonetic('Rikard')      # male
#soundex    = gender.determineFromSoundex('Rikard')
#nysiis     = gender.determineFromNysiis('Rikard')
#metaphone  = gender.determineFromMetaphone('Rikard')

internet    = gender.determineFromInternet(fullName)      # male
#gPeters    = gender.determineFromGPeters(firstName)
#usebing    = gender.determineFromBing(fullName)

getgender   = gender.determineGender(fullName)            # male

print firstName, getgender                               # Richard, male

Authors

[Kartik Talwar] (http://kartikt.com)

KartikTalwar/LeGenderary

LeGenderary - Determining gender from name

Dependencies

Methods

Construct Options

Hierarchy

Details

determineFirstName(fullName)

determineGender(fullName, required)

determineFromDictionary(firstName)

determineFromPhonetic(firstName)

determineFromInternet(fullName)

randomGuess(firstName)

Full Usage Example

Authors

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