Exploratory Data Analysis leads to
Contention: Since EDA is evidence in the humanities, exploratory frameworks in the humanities must be public, not researcher-oriented.
Bookworm
750 billion words
Facetable by any library metadata
Data:
~14 million teaching evaluations from ~2003 to 2014
Scraped (slowly) from ratemyprofessors.com
Processed and tokenized using Bookworm
Most popular queries (male to female)
he, handsome, jerk, dick, arrogant, genius, gay, hilarious, entertaining, funny, sexy, clever, brilliant, old, cool, ass, intelligent, smart, fat, cute, interesting, weird, engaging, idiot, boring, great, knowledgeable, best, knowledgeable,
inspiring, awesome, good, challenging, pretty, excellent, passionate, fun, lazy, difficult, hot, good teacher, hard, stupid, fair, dumb, bad, competent, easy, approachable, kind, hate, useless, tough, demanding, attractive, creative, bad teacher, enthusiastic, angry, amazing,
love, clear, confusing, ugly, condescending, crazy, happy, understanding, worst, terrible, nice, friendly, helpful, mean, biased, harsh, horrible, unfair, awful, aggressive, organized, rude, incompetent, annoying, caring, strict, disorganized, evil, bossy, beautiful, sweet, she
Intelligence/unintelligence skews male
he, handsome, jerk, dick, arrogant, genius, gay, hilarious, entertaining, funny, sexy, clever, brilliant, old, cool, ass, intelligent, smart, fat, cute, interesting, weird, engaging, idiot, boring, great, knowledgeable, best, knowledgeable,
inspiring, awesome, good, challenging, pretty, excellent, passionate, fun, lazy, difficult, hot, good teacher, hard, stupid, fair, dumb, bad, competent, easy, approachable, kind, hate, useless, tough, demanding, attractive, creative, bad teacher, enthusiastic, angry, amazing,
love, clear, confusing, ugly, condescending, crazy, happy, understanding, worst, terrible, nice, friendly, helpful, mean, biased, harsh, horrible, unfair, awful, aggressive, organized, rude, incompetent, annoying, caring, strict, disorganized, evil, bossy, beautiful, sweet, she
Organization skews female
he, handsome, jerk, dick, arrogant, genius, gay, hilarious, entertaining, funny, sexy, clever, brilliant, old, cool, ass, intelligent, smart, fat, cute, interesting, weird, engaging, idiot, boring, great, knowledgeable, best, knowledgeable,
inspiring, awesome, good, challenging, pretty, excellent, passionate, fun, lazy, difficult, hot, good teacher, hard, stupid, fair, dumb, bad, competent, easy, approachable, kind, hate, useless, tough, demanding, attractive, creative, bad teacher, enthusiastic, angry, amazing,
love, clear, confusing, ugly, condescending, crazy, happy, understanding, worst, terrible, nice, friendly, helpful, mean, biased, harsh, horrible, unfair, awful, aggressive, organized, rude, incompetent, annoying, caring, strict, disorganized, evil, bossy, beautiful, sweet, she
"Such a nasty woman"
A-B Testing
Top search terms on benschmidt.org/profGender
he, handsome, jerk, dick, arrogant, genius, gay, hilarious, entertaining, funny, sexy, clever, brilliant, old, cool, ass, intelligent, smart, fat, cute, interesting, weird, engaging, idiot, boring, great, knowledgeable, best, knowledgeable,
inspiring, awesome, good, challenging, pretty, excellent, passionate, fun, lazy, difficult, hot, good teacher, hard, stupid, fair, dumb, bad, competent, easy, approachable, kind, hate, useless, tough, demanding, attractive, creative, bad teacher, enthusiastic, angry, amazing,
love, clear, confusing, ugly, condescending, crazy, happy, understanding, worst, terrible, nice, friendly, helpful, mean, biased, harsh, horrible, unfair, awful, aggressive, organized, rude, incompetent, annoying, caring, strict, disorganized, evil, bossy, beautiful, sweet, she
Top search terms on benschmidt.org/profGender
he, handsome, jerk, dick, arrogant, genius, gay, hilarious, entertaining, funny, sexy, clever, brilliant, old, cool, ass, intelligent, smart, fat, cute, interesting, weird, engaging, idiot, boring, great, knowledgeable, best, knowledgeable,
inspiring, awesome, good, challenging, pretty, excellent, passionate, fun, lazy, difficult, hot, good teacher, hard, stupid, fair, dumb, bad, competent, easy, approachable, kind, hate, useless, tough, demanding, attractive, creative, bad teacher, enthusiastic, angry, amazing,
love, clear, confusing, ugly, condescending, crazy, happy, understanding, worst, terrible, nice, friendly, helpful, mean, biased, harsh, horrible, unfair, awful, aggressive, organized, rude, incompetent, annoying, caring, strict, disorganized, evil, bossy, beautiful, sweet, she