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Improve Starwars data set gender and sex classifications of characters #4480

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merged 12 commits into from
Dec 12, 2019

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MeganBeckett
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Closes issue #4456

The current starwars data set contains confusing/offensive use of gender.

These issues were resolved with the following changes made, after research and consultation on the issues thread:

New columns

  • Renamed the previous gender column to sex as this actually describes the character's biological sex.
  • Added in another column gender again, with modifications referenced below.
  • Changed the term "hermaphrodite" to "hermaphroditic" where referenced in the sex column as this is more technically correct.

Species

  • Added in the species of character "R4-P17" as "Droid" as value was missing and can then further classify sex, as described below.

Sex and genders of Droids

  • In the current data set, the gender (now sex) of the characters with species type == "Droid" was either none or NA. For consistency, as Droids are robots and do not have a biological sex as determined by sex organs or gonads, the sex was changed to "none" for all Droid characters in the data set.
  • However, the Droids do have a gender, which is determined from how they were programmed, as described here: https://starwars.fandom.com/wiki/Sexes

"Droids, being machines, lacked a biological sex. However, in order to appear more lifelike, many droids were programmed with a masculine" or "feminine" personality. Thus, even mechanical beings were designated either he or she."

Therefore, I explicitly added the genders of the droids in the dataset to match how they were programmed and their gender identities in the films, as follows

Jabba

Explicitly set the gender of Jabba, whose sex is "hermaphroditic", as described here: https://en.wikipedia.org/wiki/Jabba_the_Hutt

"Designed by visual effects artist Phil Tippett, Jabba the Hutt was inspired by the anatomy of several animal species. His body structure and reproductive processes were based on annelid worms, hairless animals that have no skeleton and are hermaphroditic.

Gender descriptions

  • Modify the current classifications of gender as "male" or "female" to "masculine" and "feminine" respectively.

Documentation

  • updated the documentation for the starwars data set to describe the gender and sex columns

@MeganBeckett MeganBeckett changed the title Starwars gender sex Improve Starwars data set gender and sex classifications of characters Jul 8, 2019
@batpigandme batpigandme added the tidy-dev-day 🤓 Tidyverse Developer Day rstd.io/tidy-dev-day label Jul 8, 2019
@romainfrancois
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Thanks @MeganBeckett Can you also modify the data-raw/starwars.R so that it generates the same tibble ? This way we would more easily be able to update when swapi gets updated with e.g. newer movies (#3983, phalt/swapi#108)

@hadley hadley mentioned this pull request Dec 12, 2019
@hadley hadley merged commit 4c58f65 into tidyverse:master Dec 12, 2019
@hadley
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hadley commented Dec 12, 2019

Thanks for all your hard work on this @MeganBeckett! I converted your hand entered data into code so it's easier for us to reapply in the future.

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