1. You can find all the
gendered words.
2. You can find the
equivalent of a gendered
word.
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→ lady / gentleman
→ prince / princess
→ king / queen
→ father / mother
→ seamstress / seamster
→ ministress / minister
→ iron man
→ cougar
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Where and
how to get
data
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APIs
Static Data
Web Scraping
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['woman', 'female', 'girl', 'lady',
'women', 'mother', 'daughter', 'wife']
['man', 'male', 'boy', 'men', 'son',
'father', 'husband']
A gendered word is a word with one of these
terms (above ) in its definition.
nltk
-> natural language toolkit
-> for processing the
english language
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text-processing.com/demo/tokenize
Tokenization
-> chopping up a
string into pieces
(called tokens)
-> throwing away
certain characters,
such as punctuation
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Patterns
-> object of a
preposition
-> clothing items
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collinsdictionary.com/us/word-list
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Web Scraping
Icons made by Smashicons from
www.flaticon.com/authors/smashicons
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urllib.request
-> opening URLs
BeautifulSoup
-> parsing HTML documents
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~ 4000 words
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→ lady / gentleman
→ prince / princess
→ king / queen
→ father / mother
→ actor / actress
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bionlp-www.utu.fi/wv_demo/
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Word2Vec
-> words to vectors
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suriyadeepan.github.io
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My meal wasn’t very tasty so I put some
maggi on it.
My meal wasn’t very tasty so I put some
salt on it.
My meal wasn’t very tasty so I put some
seasoning on it.
I sat on the chair to eat my meal.