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our qualitiative research around the topic of online misogyny
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[WIP] Common Derogatory Words and Linguistic Structures #4

Open malteserteresa opened 4 years ago

malteserteresa commented 4 years ago

Objective Identifying derogatory terms and linguistic structures in the data sets

Description

Skills

Tools

Time Estimation

Tasks

mgeyrdnlr commented 4 years ago

In the gold data set, out of 318.765 word tokens, the most frequent terms and word groups, which can be considered as misogynistic as well as discriminating (without knowing the context), are:

  1. bitch (freq. 1779)
  2. feminazi (freq. 773)
  3. whore (freq.615)
  4. cunt (freq. 543)
  5. hysterical ( freq. 413)
  6. skank (freq. 350)
  7. hoe (freq. 326)
  8. pussy (freq. 291)
  9. slut (freq. 214)
  10. ugly (freq. 176)
  11. bitches (freq. 131)
  12. womensuck (freq. 123)
  13. dyke (freq. 105)
  14. nigga (freq. 63)
  15. kunt (freq. 55)
  16. whores (freq. 37)
  17. cunts (freq. 24)
  18. feminismisawful (freq. 16)
  19. skanks(freq. 16)
  20. bitchy (freq. 14)
mgeyrdnlr commented 4 years ago

In the gold data set, out of 318.765 word tokens, the most frequent words and word groups, around which potentially a misogynistic statement can be built, are:

  1. women (freq. 1748)
  2. sexist (freq. 1036)
  3. she (freq. 909)
  4. her (freq. 882)
  5. woman (freq. 832)
  6. fucking (freq. 682)
  7. fuck (freq. 677)
  8. rape (freq. 651)
  9. stupid (freq. 365)
  10. girl (freq. 363)
  11. hate (freq. 273)
  12. female (freq. 265)
  13. notsexist (freq. 208)
  14. male )freq. 143)
  15. feminism (freq. 139).
  16. feminist (freq. 139)
  17. feminists (freq. 138)
  18. womensuck (freq. 123)
  19. abuse (freq. 88)
  20. realdonaldtrump (freq. 88)
  21. sexual (freq. 88)
  22. ladies (freq. 77)
  23. crazy (76)
  24. cooking (freq. 73)
  25. females (freq. 69)
  26. gender (freq. 69)
  27. camel (freq. 65)
  28. toe (freq. 64)
  29. equality (freq. 63)
  30. raped ( freq. 63)
  31. equal (freq. 62)
  32. fuckin (freq. 60)
  33. fucked (freq. 57)
  34. trans (freq. 55)
  35. mother (freq. 54)
  36. sexism (freq. 54)
  37. womenagainstfeminism (freq. 49)
  38. disgusting (freq. 48)
  39. abortion (freq. 46)
  40. notallmen (freq. 37)
  41. lady (freq. 36)
  42. vagina (freq. 28)
  43. rapists (freq. 27)
  44. weinstein (freq. 27)
  45. penis (freq. 22)
  46. lesbian (freq. 19)
  47. maledominance (freq. 19)
  48. sexually (freq. 18)
  49. boobs (freq. 11)
  50. feminine (freq. 9)