genderizeR: Gender Prediction Based on First Names

Utilizes the 'genderize.io' Application Programming Interface to predict gender from first names extracted from a text vector. The accuracy of prediction could be controlled by two parameters: counts of a first name in the database and probability of prediction.

Author
Kamil Wais [aut, cre], Nathan VanHoudnos [ctb], John Ramey [ctb]
Date of publication
2016-05-11 12:06:34
Maintainer
Kamil Wais <kamil.wais@gmail.com>
License
MIT + file LICENSE
Version
2.0.0
URLs

View on CRAN

Man pages

authorships
Authorships sample
classificationErrors
Calculating classification errors and other prediction...
classificatonErrors
Calculating classification errors and other prediction...
findGivenNames
Getting gender prediction data for a given text vector.
genderize
Predicting gender for character strings.
genderizeAPI
Getting data from genderize.io API
genderizeBootstrapError
Gender prediction errors on bootstrap samples
genderizePredict
Gender predicting function
genderizeR
Gender Prediction Based on First Names
genderizeTrain
Training genderize function
givenNamesDB_authorships
Gender data for authorship sample
givenNamesDB_titles
Gender data for titles sample
numberOfNames
Number of names in the database.
textPrepare
Preparing text vector for gender prediction
titles
Titles sample

Files in this package

genderizeR
genderizeR/inst
genderizeR/inst/doc
genderizeR/inst/doc/tutorial.R
genderizeR/inst/doc/tutorial.html
genderizeR/inst/doc/tutorial.Rmd
genderizeR/tests
genderizeR/tests/testthat.R
genderizeR/tests/testthat
genderizeR/tests/testthat/test.R
genderizeR/NAMESPACE
genderizeR/NEWS
genderizeR/data
genderizeR/data/givenNamesDB_authorships.rda
genderizeR/data/authorships.rda
genderizeR/data/givenNamesDB_titles.rda
genderizeR/data/titles.rda
genderizeR/R
genderizeR/R/genderizeBootstrapError.R
genderizeR/R/titles.R
genderizeR/R/findGivenNames.R
genderizeR/R/genderizeTrain.R
genderizeR/R/textPrepare.R
genderizeR/R/genderize.R
genderizeR/R/genderizePredict.R
genderizeR/R/genderizeAPI.R
genderizeR/R/classificationErrors.R
genderizeR/R/classificatonErrors.R
genderizeR/R/authorships.R
genderizeR/R/givenNamesDB_authorships.R
genderizeR/R/givenNamesDB_titles.R
genderizeR/R/numberOfNames.R
genderizeR/R/genderizeR.R
genderizeR/vignettes
genderizeR/vignettes/tutorial_cache
genderizeR/vignettes/tutorial_cache/html
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-6_6c7967f9a0e9eff284b5fbb7256af045.RData
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-7_2b80133cd703367683df4235d858df95.RData
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-8_1f302df1360e54e24b088d2fe40beeb6.RData
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-9_5d752865fd9e7ee53c1c95f91e60471a.rdx
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-6_6c7967f9a0e9eff284b5fbb7256af045.rdb
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-11_b156c60a593a86752d78cab73ba48065.RData
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-12_6eef7bddfd5e752e153c296a47a3d179.RData
genderizeR/vignettes/tutorial_cache/html/__packages
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-9_5d752865fd9e7ee53c1c95f91e60471a.rdb
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-10_13ae8bc5c10cd0365dd4f04e0d81f4e6.rdb
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-10_13ae8bc5c10cd0365dd4f04e0d81f4e6.rdx
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-11_b156c60a593a86752d78cab73ba48065.rdx
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-13_aa9664be6a2c8926769dc1d121de382a.rdx
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-10_13ae8bc5c10cd0365dd4f04e0d81f4e6.RData
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-7_2b80133cd703367683df4235d858df95.rdx
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-13_aa9664be6a2c8926769dc1d121de382a.rdb
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-11_b156c60a593a86752d78cab73ba48065.rdb
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-8_1f302df1360e54e24b088d2fe40beeb6.rdb
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-6_6c7967f9a0e9eff284b5fbb7256af045.rdx
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-13_aa9664be6a2c8926769dc1d121de382a.RData
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-7_2b80133cd703367683df4235d858df95.rdb
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-8_1f302df1360e54e24b088d2fe40beeb6.rdx
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-9_5d752865fd9e7ee53c1c95f91e60471a.RData
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-12_6eef7bddfd5e752e153c296a47a3d179.rdx
genderizeR/vignettes/tutorial_cache/html/unnamed-chunk-12_6eef7bddfd5e752e153c296a47a3d179.rdb
genderizeR/vignettes/tutorial.Rmd
genderizeR/README.md
genderizeR/MD5
genderizeR/build
genderizeR/build/vignette.rds
genderizeR/DESCRIPTION
genderizeR/man
genderizeR/man/authorships.Rd
genderizeR/man/findGivenNames.Rd
genderizeR/man/genderize.Rd
genderizeR/man/classificatonErrors.Rd
genderizeR/man/titles.Rd
genderizeR/man/classificationErrors.Rd
genderizeR/man/numberOfNames.Rd
genderizeR/man/textPrepare.Rd
genderizeR/man/genderizeBootstrapError.Rd
genderizeR/man/genderizeAPI.Rd
genderizeR/man/givenNamesDB_titles.Rd
genderizeR/man/genderizePredict.Rd
genderizeR/man/genderizeR.Rd
genderizeR/man/givenNamesDB_authorships.Rd
genderizeR/man/genderizeTrain.Rd
genderizeR/LICENSE