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Comparing lists of words #15

Closed jwzimmer-zz closed 2 years ago

jwzimmer-zz commented 2 years ago

One concern is that the adjectives in our list of traits were specifically chosen to represent a certain model, e.g. the Big Five. This might make seeing a similar structure unremarkable. (In more words: devil's advocate: we don't know where the openpsychometrics guy got the adjective pairs he used... if he got them from a questionnaire specifically designed to measure FFM or NEO or one of these other models then does that make it uninformative that some similar-looking dimensions emerge? devil's devil's advocate: not all of the traits are high magnitude in the first few dimensions -- some of them are near 0 -- if these words were picked specifically from something intended to reflect a specific model similar to what we're seeing, I would think there wouldn't be any such traits?)

Note: none of this has been addressed in the draft, including adding the relevant citations.

jwzimmer-zz commented 2 years ago

Five Factor Model/ Big Five

Comparing our list of adjectives to the bipolar adjectives listed in table 2 of L. R. Goldberg. The development of markers for the big-five factor structure. Psychological Assessment, 4:26–42, 1992 (https://projects.ori.org/lrg/PDFs_papers/Goldberg.Big-Five-Markers-Psych.Assess.1992.pdf).

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jwzimmer-zz commented 2 years ago

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Shared words: {'active', 'adventurous', 'apathetic', 'assertive', 'bold', 'cautious', 'cold', 'cooperative', 'creative', 'curious', 'deep', 'disorganized', 'emotional', 'flexible', 'imaginative', 'independent', 'intellectual', 'kind', 'objective', 'passive', 'practical', 'provincial', 'quarrelsome', 'relaxed', 'reserved', 'rude', 'selfish', 'serious', 'shallow', 'spontaneous', 'subjective', 'uncreative', 'warm'}

jwzimmer-zz commented 2 years ago
Character Adjectives Overlap Goldberg FFM Adj
0 open-minded passive unenvious
1 artistic flexible intellectual
2 individualist intellectual undependable
3 repetitive bold agreeable
4 indiscreet adventurous uncooperative
5 joyful serious placid
6 western shallow rude
7 street-smart warm energetic
8 genuine quarrelsome demonstrative
9 backdoor active extravagant
10 existentialist creative uninquisitve
11 decisive spontaneous unadventurous
12 cool cautious emotional
13 family-first rude volatile
14 villainous kind unemotional
15 indulgent objective economical
16 patriotic assertive inhibited
17 atheist provincial nervous
18 insecure subjective wasteful
19 juvenile practical disorganized
20 classical reserved flexible
21 involved imaginative quarrelsome
22 reclusive cold selfish
23 quitter uncreative timid
24 anarchist emotional polite
25 helpless apathetic adventurous
26 hipster curious suggestible
27 stick-in-the-mud cooperative enthusiastic
28 ivory-tower deep creative
29 unassuming independent compliant
30 hypocritical disorganized conscientious
31 dunce relaxed objective
32 genius selfish subjective
33 tall unimaginative
34 crazy cold
35 scientific talkative
36 dorky unintellectual
37 unambitious lethargic
38 leisurely generous
39 gossiping demanding
40 scandalous perceptive
41 anxious unsociable
42 specialist independent
43 sane sophisticated
44 ferocious relaxed
45 extreme passive
46 judgemental bold
47 patient rash
48 high-tech frivolous
49 unlucky sociable
50 plays hard uninhibited
51 demonic organized
52 hurried active
53 down to earth undemanding
54 foolish unsophisticated
55 arrogant unreliable
56 deviant imperturbable
57 studious stubborn
58 respectful kind
59 passive thrifty
60 slacker assertive
61 bold provincial
62 mighty envious
63 disreputable uncreative
64 rational thorough
65 regular considerate
66 active unkind
67 edgy trustful
68 blue-collar imperceptive
69 industrial cooperative
70 submissive fretful
71 proper deep
72 irrelevant careless
73 chatty inconsiderate
74 liberal dependable
75 charming serious
76 sheriff high-strung
77 precise shallow
78 goof-off distrustful
79 orange warm
80 no-nonsense spontaneous
81 jock cautious
82 monochrome impractical
83 hard silent
84 resigned peaceful
85 physical unintelligent
86 equitable ignorant
87 reasonable unselfish
88 conspiracist reserved
89 methodical practical
90 fresh imaginative
91 funny reliable
92 deranged apathetic
93 competent knowledgeable
94 dramatic curious
95 varied fearful
96 communal intelligent
97 confidential unconscientious
98 warm cultured
99 well behaved stingy
100 mysterious
101 spontaneous
102 creepy
103 pessimistic
104 biased
105 zany
106 flamboyant
107 mild
108 prestigious
109 kinky
110 lenient
111 suspicious
112 sporty
113 cheery
114 aloof
115 philosophical
116 driven
117 salacious
118 bourgeoisie
119 debased
120 hesitant
121 apprentice
122 expressive
123 decorative
124 trash
125 honorable
126 cruel
127 head in clouds
128 avant-garde
129 noob
130 playful
131 political
132 open to new experiences
133 emotional
134 soft
135 jealous
136 heroic
137 reasoned
138 feminist
139 vague
140 democratic
141 domestic
142 scrub
143 queer
144 crafty
145 disorganized
146 selfish
147 flexible
148 tasteful
149 accepting
150 impartial
151 orderly
152 demure
153 penny-pincher
154 close-minded
155 persistent
156 chaste
157 devout
158 creative
159 sensible
160 spicy
161 feminine
162 open
163 proletariat
164 purple
165 pro
166 rich
167 astonishing
168 slugabed
169 eloquent
170 metaphorical
171 wholesome
172 drop out
173 young
174 independent
175 abstract
176 empirical
177 relaxed
178 frugal
179 luddite
180 beta
181 stinky
182 work-first
183 egalitarian
184 depressed
185 master
186 thick-skinned
187 socialist
188 poor
189 monastic
190 low-tech
191 assertive
192 masculine
193 right-brained
194 social
195 strict
196 nihilist
197 obsessed
198 human
199 mathematical
200 explorer
201 serious
202 official
203 shallow
204 heathen
205 cosmopolitan
206 overspender
207 traitorous
208 stylish
209 real
210 mad
211 eastern
212 modern
213 cautious
214 country-bumpkin
215 alpha
216 messy
217 lowbrow
218 tame
219 careful
220 builder
221 straight
222 practical
223 angelic
224 idealist
225 traditional
226 simple
227 weird
228 alert
229 gendered
230 mainstream
231 night owl
232 sheeple
233 compersive
234 vanilla
235 mature
236 intellectual
237 good-humored
238 moderate
239 disarming
240 happy
241 soulless
242 humorless
243 insider
244 extraordinary
245 loyal
246 whimsical
247 literary
248 obedient
249 clumsy
250 resolute
251 awkward
252 confident
253 rude
254 straightforward
255 fast
256 coordinated
257 moody
258 interesting
259 legit
260 skeptical
261 complimentary
262 pacifist
263 conservative
264 cunning
265 barbaric
266 first-mate
267 adventurous
268 tense
269 hoarder
270 optimistic
271 lustful
272 politically correct
273 tactful
274 sexist
275 authoritarian
276 refined
277 objective
278 nerd
279 subjective
280 ugly
281 competitive
282 thick
283 hedonist
284 bitter
285 pack rat
286 wise
287 high IQ
288 calm
289 sober
290 chaotic
291 feisty
292 transient
293 extrovert
294 lewd
295 self-disciplined
296 puny
297 generalist
298 focused on the present
299 mundane
300 captain
301 poisonous
302 neurotypical
303 scholarly
304 brave
305 kind
306 armoured
307 instinctual
308 meek
309 civilized
310 provincial
311 highbrow
312 multicolored
313 miserable
314 outsider
315 rugged
316 fortunate
317 bright
318 scruffy
319 cooperative
320 deep
321 urban
322 modest
323 incompetent
324 spiritual
325 oblivious
326 statist
327 introspective
328 mischievous
329 vengeful
330 bookish
331 roundabout
332 introvert
333 repulsive
334 permanent
335 charismatic
336 reserved
337 imaginative
338 impatient
339 animalistic
340 apathetic
341 forgiving
342 rigid
343 vain
344 thin
345 androgynous
346 unprepared
347 morning lark
348 slovenly
349 technophile
350 private
351 complicated
352 libertarian
353 direct
354 valedictorian
355 tiresome
356 autistic
357 ludicrous
358 lazy
359 short
360 resistant
361 altruistic
362 intimate
363 not introspective
364 pronatalist
365 resourceful
366 treasure
367 humble
368 unpolished
369 rough
370 sickly
371 angry
372 utilitarian
373 vulnerable
374 worldly
375 attractive
376 outlaw
377 workaholic
378 formal
379 unorthodox
380 pure
381 quarrelsome
382 unpatriotic
383 go-getter
384 realist
385 focused on the future
386 sarcastic
387 uninspiring
388 literal
389 emancipated
390 arcane
391 conventional
392 sheltered
393 shy
394 cringeworthy
395 minimalist
396 cold
397 unambiguous
398 manicured
399 diligent
400 guarded
401 soulful
402 smooth
403 logical
404 sad
405 inspiring
406 sorrowful
407 racist
408 wild
409 slothful
410 important
411 healthy
412 stoic
413 glad
414 nonpolitical
415 trusting
416 works hard
417 average
418 child free
419 uncreative
420 self-conscious
421 dominant
422 quiet
423 loud
424 rural
425 theist
426 pretentious
427 deliberate
428 enslaved
429 basic
430 city-slicker
431 neat
432 bossy
433 soft 2
434 lavish
435 concrete
436 gregarious
437 rebellious
438 remote
439 wavering
440 slow
441 impulsive
442 sweet
443 nurturing
444 beautiful
445 low IQ
446 normal
447 left-brained
448 stable
449 historical
450 self-assured
451 innocent
452 old
453 cryptic
454 curious
455 gracious
456 sensitive
457 scheduled
458 theoretical
459 insulting
460 codependent
jwzimmer-zz commented 2 years ago

Script for comparing lists of adjectives, outputting a Venn diagram and a markdown or latex table listing the sets of words and their overlap, saved in --> https://github.com/jwzimmer/tv-tropening/commit/c24f941be97581af1ea54b46ef1816b81428f816

jwzimmer-zz commented 2 years ago

Adjectives associated with NEO-PI-R facets from table 1 of https://darkwing.uoregon.edu/~sanjay/pubs/bigfive.pdf

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Character Adjectives Overlap NEO-PI-R Facet Adjectives
0 open-minded shy not self-confident
1 artistic artistic artistic
2 individualist forgiving not contented
3 repetitive curious wide interests
4 indiscreet adventurous adventurous
5 joyful moody tense
6 western imaginative sociable
7 street-smart tense enthusiastic
8 genuine warm not careless
9 backdoor warm
10 existentialist not show-off
11 decisive forceful
12 cool organized
13 family-first not impulsive
14 villainous outgoing
15 indulgent excitable
16 patriotic sympathetic
17 atheist energetic
18 insecure not lazy
19 juvenile shy
20 classical not stubborn
21 involved moody
22 reclusive efficient
23 quitter irritable
24 anarchist imaginative
25 helpless unconventional
26 hipster not demanding
27 stick-in-the-mud thorough
28 ivory-tower forgiving
29 unassuming curious
jwzimmer-zz commented 2 years ago

Adjectives selected by 10 psychologists to represent FFM in John 1990, from table 1 of https://darkwing.uoregon.edu/~sanjay/pubs/bigfive.pdf

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Character Adjectives Overlap FFM Adjectives chosen by 10 Psychologists
0 open-minded logical cruel
1 artistic deliberate artistic
2 individualist cruel undependable
3 repetitive artistic narrow interests
4 indiscreet adventurous clever
5 joyful bossy responsible
6 western shallow touchy
7 street-smart tense retiring
8 genuine warm friendly
9 backdoor active noisy
10 existentialist cautious sympathetic
11 decisive anxious energetic
12 cool kind resourceful
13 family-first civilized moody
14 villainous resourceful dignified
15 indulgent shy emotional
16 patriotic assertive gentle
17 atheist trusting unemotional
18 insecure stable good-natured
19 juvenile moody withdrawn
20 classical practical original
21 involved reserved nervous
22 reclusive imaginative quarrelsome
23 quitter cold adventurous
24 anarchist emotional witty
25 helpless precise affectionate
26 hipster simple tense
27 stick-in-the-mud forgiving enthusiastic
28 ivory-tower dominant forceful
29 unassuming wise temperamental
30 hypocritical calm conscientious
31 dunce curious anxious
32 genius sensitive irresponsible
33 tall cooperative worrying
34 crazy quiet praising
35 scientific quarrelsome spunky
36 dorky shy
37 unambitious ingenious
38 leisurely disorderly
39 gossiping cold
40 scandalous talkative
41 anxious wise
42 specialist calm
43 sane outspoken
44 ferocious generous
45 extreme foresighted
46 judgemental helpful
47 patient inventive
48 high-tech sophisticated
49 unlucky logical
50 plays hard sharp-witted
51 demonic frivolous
52 hurried contented
53 down to earth sociable
54 foolish organized
55 arrogant show-off
56 deviant active
57 studious insightful
58 respectful outgoing
59 passive unfriendly
60 slacker kind
61 bold civilized
62 mighty assertive
63 disreputable trusting
64 rational despondent
65 regular precise
66 active thorough
67 edgy dominant
68 blue-collar self-punishing
69 industrial unkind
70 submissive cooperative
71 proper quiet
72 irrelevant self-pitying
73 chatty careless
74 liberal deliberate
75 charming unstable
76 sheriff planful
77 precise polished
78 goof-off wide interests
79 orange dependable
80 no-nonsense high-strung
81 jock bossy
82 monochrome shallow
83 hard warm
84 resigned pleasant
85 physical forgetful
86 equitable cautious
87 reasonable silent
88 conspiracist unintelligent
89 methodical commonplace
90 fresh soft-hearted
91 funny fault-finding
92 deranged stable
93 competent efficient
94 dramatic unselfish
95 varied reserved
96 communal practical
97 confidential imaginative
98 warm painstaking
99 well behaved reliable
100 mysterious simple
101 spontaneous forgiving
102 creepy appreciative
103 pessimistic curious
104 biased fearful
105 zany sensitive
106 flamboyant intelligent
107 mild thankless
108 prestigious hard-hearted
109 kinky stern
110 lenient slipshot
111 suspicious stingy
112 sporty
113 cheery
jwzimmer-zz commented 2 years ago

Page 37, Table 1, from The Measurement of Meaning (book) by Osgood, Suci, and Tannenbaum (1957)

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Character Adjectives Overlap Adjectives, page 37, Osgood et al 1957
0 open-minded passive treble
1 artistic fresh sick
2 individualist sad cruel
3 repetitive cruel green
4 indiscreet shallow happy
5 joyful happy white
6 western tense short
7 street-smart short angular
8 genuine active light
9 backdoor slow yellow
10 existentialist sweet small
11 decisive poor large
12 cool beautiful clear
13 family-first brave fast
14 villainous healthy unpleasant
15 indulgent rich agitated
16 patriotic fast sacred
17 atheist kind blue
18 insecure ugly rough
19 juvenile ferocious soft
20 classical cold nice
21 involved rough rounded
22 reclusive soft strong
23 quitter rugged weak
24 anarchist thick valuable
25 helpless bitter wide
26 hipster thin stale
27 stick-in-the-mud old near
28 ivory-tower calm tasty
29 unassuming bright awful
30 hypocritical hard tense
31 dunce young honest
32 genius loud empty
33 tall deep rich
34 crazy relaxed narrow
35 scientific smooth ugly
36 dorky ferocious
37 unambitious bland
38 leisurely cold
39 gossiping thick
40 scandalous bitter
41 anxious bass
42 specialist black
43 sane fair
44 ferocious calm
45 extreme worthless
46 judgemental dry
47 patient young
48 high-tech full
49 unlucky relaxed
50 plays hard smooth
51 demonic passive
52 hurried profane
53 down to earth sad
54 foolish pungent
55 arrogant clean
56 deviant active
57 studious poor
58 respectful brave
59 passive healthy
60 slacker kind
61 bold red
62 mighty sharp
63 disreputable cowardly
64 rational rugged
65 regular dishonest
66 active fragrant
67 edgy bright
68 blue-collar hard
69 industrial wet
70 submissive loud
71 proper deep
72 irrelevant long
73 chatty delicate
74 liberal far
75 charming dark
76 sheriff unfair
77 precise fresh
78 goof-off hot
79 orange shallow
80 no-nonsense foul
81 jock bad
82 monochrome dull
83 hard sour
84 resigned pleasant
85 physical slow
86 equitable sweet
87 reasonable peaceful
88 conspiracist dirty
89 methodical beautiful
90 fresh low
91 funny hazy
92 deranged high
93 competent heavy
94 dramatic thin
95 varied old
96 communal distasteful
97 confidential good
98 warm
jwzimmer-zz commented 2 years ago

Page 67, Table 6, from The Measurement of Meaning (book) by Osgood, Suci, and Tannenbaum (1957)

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Character Adjectives Overlap Adjectives, page 67, Osgood et al 1957
0 open-minded passive uneven
1 artistic deliberate diffuse
2 individualist sad violent
3 repetitive shallow green
4 indiscreet happy busy
5 joyful varied happy
6 western tense strange
7 street-smart active familiar
8 genuine slow steady
9 backdoor feminine angular
10 existentialist beautiful light
11 decisive rich annoying
12 cool fast powerful
13 family-first masculine repeated
14 villainous ugly small
15 indulgent cold large
16 patriotic rough safe
17 atheist mild clear
18 insecure soft fast
19 juvenile rugged rumbling
20 classical simple unpleasant
21 involved thin pulling
22 reclusive bright dangerous
23 quitter hard rough
24 anarchist loud soft
25 helpless deep uncertain
26 hipster relaxed gliding
27 stick-in-the-mud smooth gentle
28 ivory-tower rounded
29 unassuming weak
30 hypocritical easy
31 dunce wide
32 genius calming
33 tall tense
34 crazy loose
35 scientific empty
36 dorky hollow
37 unambitious feminine
38 leisurely rich
39 gossiping narrow
40 scandalous solid
41 anxious subtle
42 specialist ugly
43 sane colorless
44 ferocious cold
45 extreme tight
46 judgemental scraping
47 patient resting
48 high-tech dry
49 unlucky full
50 plays hard relaxed
51 demonic smooth
52 hurried passive
53 down to earth sad
54 foolish active
55 arrogant clean
56 deviant colorful
57 studious red
58 respectful masculine
59 passive sharp
60 slacker obvious
61 bold rugged
62 mighty bright
63 disreputable hard
64 rational wet
65 regular loud
66 active whining
67 edgy deep
68 blue-collar delicate
69 industrial fluttering
70 submissive careless
71 proper pleasing
72 irrelevant even
73 chatty dark
74 liberal definite
75 charming deliberate
76 sheriff hot
77 precise intense
78 goof-off labored
79 orange shallow
80 no-nonsense varied
81 jock concentrated
82 monochrome bad
83 hard dull
84 resigned pleasant
85 physical slow
86 equitable dirty
87 reasonable beautiful
88 conspiracist low
89 methodical hazy
90 fresh pushing
91 funny mild
92 deranged high
93 competent heavy
94 dramatic simple
95 varied thin
96 communal exciting
97 confidential complex
98 warm good
99 well behaved
jwzimmer-zz commented 2 years ago

Comparing trait adjectives versus the union of these lists (3 relating to FFM, 2 from Measurement of Meaning)

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Character Adjectives Overlap Adjectives from FFM and MoM
0 open-minded cruel treble
1 artistic artistic sick
2 individualist intellectual artistic
3 repetitive happy intellectual
4 indiscreet short undependable
5 joyful rude violent
6 western fast green
7 street-smart resourceful happy
8 genuine moody familiar
9 backdoor rough not careless
10 existentialist emotional angular
11 decisive soft retiring
12 cool disorganized friendly
13 family-first quarrelsome excitable
14 villainous selfish large
15 indulgent flexible uncooperative
16 patriotic adventurous clear
17 atheist tense safe
18 insecure creative rude
19 juvenile feminine fast
20 classical anxious moody
21 involved rich extravagant
22 reclusive objective uninquisitve
23 quitter shy unadventurous
24 anarchist subjective dignified
25 helpless ugly blue
26 hipster ferocious uncertain
27 stick-in-the-mud cold volatile
28 ivory-tower thick gentle
29 unassuming bitter rounded
30 hypocritical wise withdrawn
31 dunce calm inhibited
32 genius young strong
33 tall independent valuable
34 crazy relaxed timid
35 scientific smooth wide
36 dorky passive polite
37 unambitious logical adventurous
38 leisurely sad suggestible
39 gossiping bold tasty
40 scandalous active tense
41 anxious poor forceful
42 specialist brave honest
43 sane healthy temperamental
44 ferocious kind empty
45 extreme provincial conscientious
46 judgemental civilized hollow
47 patient assertive anxious
48 high-tech trusting worrying
49 unlucky masculine praising
50 plays hard uncreative objective
51 demonic precise narrow
52 hurried rugged subjective
53 down to earth dominant ugly
54 foolish bright ingenious
55 arrogant hard ferocious
56 deviant cooperative colorless
57 studious quiet bland
58 respectful deep talkative
59 passive loud thick
60 slacker deliberate bitter
61 bold fresh wise
62 mighty serious lethargic
63 disreputable shallow black
64 rational bossy fair
65 regular varied calm
66 active warm outspoken
67 edgy spontaneous foresighted
68 blue-collar slow helpful
69 industrial cautious sophisticated
70 submissive sweet passive
71 proper beautiful profane
72 irrelevant stable bold
73 chatty practical rash
74 liberal reserved sociable
75 charming imaginative uninhibited
76 sheriff mild active
77 precise simple unsophisticated
78 goof-off apathetic clean
79 orange forgiving unreliable
80 no-nonsense thin outgoing
81 jock old stubborn
82 monochrome curious unfriendly
83 hard sensitive brave
84 resigned kind
85 physical thrifty
jwzimmer-zz commented 2 years ago

https://github.com/jwzimmer/tv-tropening/blob/main/Intermediate%20scripts%20JIC/compare_adjective_lists.py

^If we want to compare anything else we can use this script.

jwzimmer-zz commented 2 years ago

I found a big list of Person-Describing adjectives so figured I'd check those. image

Downloaded the PDAs from: https://dataverse.harvard.edu/dataset.xhtml;jsessionid=6d5ecdcf358283613bff9d05919a?persistentId=doi%3A10.7910%2FDVN%2FGHYMEV&version=&q=&fileTypeGroupFacet=%22Text%22&fileAccess=

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