Open-Source Psychometrics Project
( home · about )

Dr. Marcus Andrews Descriptive Personality Statistics

Reference picture of Dr. Marcus Andrews

Dr. Marcus Andrews is a character from The Good Doctor.

This page summarizes crowd sourced ratings of their personality collected from users of the Statistical "Which Character" Personality Quiz. This website has recruited more than 3 million volunteers to rate characters on descriptive adjectives and other properties, which can be aggregated to create profiles that users can be matched to as part of a personality test. For more information about how the ratings were collected and how they are used, see the documentation.

Aggregated ratings for 400 descriptions

The table shows the average rating the character received for each descriptive item on a 1 to 100 scale and what that character's rank for the description is among all 2,000 characters in the database. It also shows the standard deviation of the ratings and how many different individuals submitted a rating for that description.

ItemAverage ratingRankRating standard deviationNumber of raters
valedictorian (not drop out)91.19111.746
neurotypical (not autistic)89.6212.151
👨‍⚕️ (not 👨‍🔧)88.25418.569
👩‍🔬 (not 👩‍🎤)87.44515.649
motivated (not unmotivated)86.949713.140
rich (not poor)86.126914.850
formal (not intimate)86.14614.250
sheriff (not outlaw)86.08711.445
self-disciplined (not disorganized)85.733519.748
businesslike (not chivalrous)85.46417.937
strict (not lenient)85.412315.345
overachiever (not underachiever)85.427412.350
factual (not poetic)85.14613.946
master (not apprentice)84.528418.649
high IQ (not low IQ)84.447416.255
coordinated (not clumsy)84.330917.656
practical (not imaginative)84.311015.063
neat (not messy)84.221117.646
studious (not goof-off)84.030318.168
serious (not playful)83.822814.438
bossy (not meek)83.836115.850
presidential (not folksy)83.710015.153
realistic (not fantastical)83.79821.143
masculine (not feminine)83.538617.664
demanding (not unchallenging)83.338716.053
skeptical (not spiritual)83.219215.856
corporate (not freelance)83.18717.465
on-time (not tardy)83.133417.946
scientific (not artistic)82.717518.253
gendered (not androgynous)82.741818.735
workaholic (not slacker)82.654619.655
bold (not shy)82.170118.150
scheduled (not spontaneous)82.025421.561
picky (not always down)82.09817.136
diligent (not lazy)81.983617.247
refined (not rugged)81.817217.256
orderly (not chaotic)81.816817.240
captain (not first-mate)81.828722.543
urban (not rural)81.818921.644
🐴 (not 🦄)81.711217.537
healthy (not sickly)81.528116.154
straight (not queer)81.238723.638
direct (not roundabout)80.728819.257
city-slicker (not country-bumpkin)80.636122.559
civilized (not barbaric)80.539819.948
high standards (not desperate)80.123224.359
egalitarian (not racist)80.171817.457
opinionated (not neutral)80.064722.043
guarded (not open)79.946916.647
persistent (not quitter)79.9106819.366
dominant (not submissive)79.752720.263
driven (not unambitious)79.582223.264
deliberate (not spontaneous)79.433817.758
confidential (not gossiping)79.443322.559
independent (not codependent)79.236024.440
stubborn (not accommodating)79.052023.642
logical (not emotional)78.915220.675
rational (not whimsical)78.925823.458
tense (not relaxed)78.751719.542
narcissistic (not low self esteem)78.731214.751
🎩 (not 🧢)78.633319.145
stick-in-the-mud (not adventurous)78.612013.347
English (not German)78.639322.850
cynical (not gullible)78.634722.238
political (not nonpolitical)78.521316.550
traditional (not unorthodox)78.512617.450
pointed (not random)78.549120.048
armoured (not vulnerable)78.330219.555
tight (not loose)77.933316.262
concrete (not abstract)77.715619.555
go-getter (not slugabed)77.668512.732
alert (not oblivious)77.446923.040
🤐 (not 😜)77.220621.844
assertive (not passive)77.157020.242
mature (not juvenile)77.137117.548
arrogant (not humble)77.040716.752
active (not slothful)77.078413.545
conventional (not creative)76.716120.059
work-first (not family-first)76.732924.360
hard (not soft)76.634319.670
basic (not hipster)76.624021.845
🤑 (not 🤠)76.321526.044
pretentious (not unassuming)76.330924.955
emancipated (not enslaved)76.131525.833
preppy (not punk rock)75.941020.137
worldly (not innocent)75.756522.072
confident (not insecure)75.657125.747
serious (not bold)75.613322.663
decisive (not hesitant)75.557820.153
manicured (not scruffy)75.467327.145
sane (not crazy)75.221921.644
jaded (not innocent)75.253020.632
rhythmic (not stuttering)75.253220.953
resourceful (not helpless)75.189819.753
methodical (not astonishing)75.027718.745
tame (not wild)75.017523.876
OCD (not ADHD)74.837922.641
thick-skinned (not sensitive)74.723418.736
eloquent (not unpolished)74.551520.934
analysis (not common sense)74.527825.231
reserved (not chatty)74.334117.042
🧠 (not 💪)74.267921.758
secretive (not open-book)74.253123.057
competitive (not cooperative)74.158624.152
scholarly (not crafty)74.116824.860
winter (not summer)74.029823.931
pro (not noob)73.778726.152
prideful (not envious)73.748825.750
🤖 (not 👻)73.714820.858
competent (not incompetent)73.693525.535
prestigious (not disreputable)73.643024.143
money-focused (not love-focused)73.623520.638
rigid (not flexible)73.532720.152
intense (not lighthearted)73.463920.749
perceptive (not unobservant)73.398117.455
precise (not vague)73.249926.143
sturdy (not flimsy)73.258422.642
consistent (not variable)73.134021.852
intellectual (not physical)73.062223.853
no-nonsense (not dramatic)73.024829.857
regular (not zany)73.011224.646
still (not twitchy)73.015222.458
washed (not muddy)73.046026.324
bookish (not sporty)72.967921.343
cocky (not timid)72.974920.730
monotone (not expressive)72.814120.834
clean (not perverted)72.766524.541
devoted (not unfaithful)72.7111220.940
frank (not sugarcoated)72.772722.027
never cries (not often crying)72.649223.325
authoritarian (not democratic)72.532925.048
👨‍🚀 (not 🧙)72.518325.737
gloomy (not sunny)72.543918.347
classical (not avant-garde)72.329222.151
realist (not idealist)72.327927.155
dramatic (not comedic)72.265121.155
charming (not awkward)72.158022.951
🏌 (not 🤺)72.16028.860
punchable (not loveable)72.125123.552
non-gamer (not gamer)72.048828.640
high-tech (not low-tech)71.937923.451
self-assured (not self-conscious)71.856525.761
opinionated (not jealous)71.769529.137
utilitarian (not decorative)71.742920.939
offended (not chill)71.542523.964
hurried (not leisurely)71.427820.841
official (not backdoor)71.323624.031
genius (not dunce)71.268321.552
distant (not touchy-feely)71.245223.151
works hard (not plays hard)71.170428.852
chortling (not giggling)71.142322.149
fresh (not stinky)70.977526.351
politically correct (not edgy)70.826326.341
literal (not metaphorical)70.633724.350
hard-work (not natural-talent)70.446524.451
🥴 (not 🥳)70.329819.947
entitled (not grateful)70.347221.443
side character (not main character)70.346725.312
fortunate (not unlucky)70.223624.450
bitter (not sweet)70.043422.044
dry (not moist)70.025622.943
straightforward (not cryptic)69.857827.557
resolute (not wavering)69.867024.736
normal (not weird)69.720522.349
tactful (not indiscreet)69.651423.336
wise (not foolish)69.452221.275
alpha (not beta)69.477225.035
private (not gregarious)69.264320.258
humorless (not funny)69.224921.457
normie (not freak)69.127625.454
queen (not princess)69.067531.431
specialist (not generalist)68.942527.442
stoic (not expressive)68.830421.439
highbrow (not lowbrow)68.850630.731
🙃 (not 🥰)68.734324.253
believable (not poorly-written)68.7116325.943
prudish (not flirtatious)68.729824.434
real (not philosophical)68.554827.063
hunter (not gatherer)68.562025.854
not genocidal (not genocidal)68.597125.322
cold (not warm)68.444223.048
hoarder (not unprepared)68.245618.741
receiving (not giving)68.236528.432
builder (not explorer)68.033024.831
pessimistic (not optimistic)67.940425.644
predictable (not quirky)67.927328.634
down2earth (not head@clouds)67.952131.041
feisty (not gracious)67.979721.940
linear (not circular)67.919927.551
knowledgeable (not ignorant)67.794728.146
extravagant (not thrifty)67.748929.044
hard (not soft)67.659923.150
cultured (not rustic)67.561523.930
celebrity (not boy/girl-next-door)67.440720.728
cautious (not impulsive)67.148929.443
obedient (not rebellious)66.836428.441
judgemental (not accepting)66.756024.662
🏀 (not 🎨)66.644627.837
permanent (not transient)66.545323.131
wooden (not plastic)66.577025.937
mighty (not puny)66.393023.666
conservative (not liberal)66.329023.557
frenzied (not sleepy)66.2107724.752
patriotic (not unpatriotic)66.178722.147
apathetic (not curious)66.111025.139
uncreative (not open to new experinces)66.119225.042
privileged (not oppressed)66.188323.353
fast (not slow)66.093122.438
tattle-tale (not f***-the-police)66.030128.063
bourgeoisie (not proletariat)65.948528.346
suspicious (not awkward)65.880723.149
concise (not long-winded)65.838028.724
Italian (not Swedish)65.746024.440
reasoned (not instinctual)65.634626.143
paranoid (not naive)65.563724.940
morning lark (not night owl)65.232731.148
Roman (not Greek)65.224825.733
industrial (not domestic)65.141027.338
monochrome (not multicolored)65.148728.148
🥶 (not 🥵)65.130428.940
important (not irrelevant)65.0132625.847
👟 (not 🥾)65.051834.946
well behaved (not mischievous)64.847428.656
🧐 (not 😎)64.747529.039
stingy (not generous)64.640321.939
impatient (not patient)64.581424.362
🧗 (not 🛌)64.386629.545
obsessed (not aloof)64.275426.941
individualist (not communal)64.271530.855
mad (not glad)64.268821.650
flourishing (not traumatized)64.221523.149
realistic (not ambitious)64.231429.947
insulting (not complimentary)64.152922.333
sexist (not feminist)64.136324.141
reasonable (not deranged)64.076424.042
proper (not scandalous)63.962027.748
minimalist (not pack rat)63.850924.334
triggered (not trolling)63.880123.054
close-minded (not open-minded)63.638621.046
suspicious (not trusting)63.573324.643
human (not animalistic)63.5112728.945
fast-talking (not slow-talking)63.482524.363
tailor (not blacksmith)63.382728.547
earth (not air)63.278627.331
mathematical (not literary)63.136829.347
🚴 (not 🏋️‍♂️)63.1105529.248
unemotional (not emotional)63.125227.837
biased (not impartial)63.094025.661
objective (not subjective)63.031924.336
😊 (not 🤣)62.885424.954
jealous (not compersive)62.757727.044
haunted (not blissful)62.799223.144
quarrelsome (not warm)62.674424.457
statist (not anarchist)62.657730.742
technophile (not luddite)62.546521.226
🙅‍♂️ (not 🙋‍♂️)62.441731.652
complicated (not simple)62.3100124.548
selfish (not altruistic)62.258123.846
enlightened (not lost)62.250025.856
stoic (not hypochondriac)62.275327.630
contrarian (not yes-man)62.085229.526
insider (not outsider)61.939426.949
fire (not water)61.989828.358
calm (not anxious)61.844329.049
old (not young)61.754122.046
miserable (not joyful)61.684421.250
French (not Russian)61.676826.733
deep (not epic)61.641322.048
involved (not remote)61.4116026.344
purple (not orange)61.352931.143
legit (not scrub)61.2123630.244
factual (not exaggerating)61.268230.238
careful (not brave)61.136031.354
vain (not demure)61.169726.567
sad (not happy)61.090322.039
resistant (not resigned)61.0122927.756
reliable (not experimental)61.076727.942
profound (not ironic)61.050526.940
fighter (not lover)61.069024.048
fixable (not unfixable)60.983626.953
repetitive (not varied)60.670627.458
hypocritical (not equitable)60.656924.153
reclusive (not social)60.659027.446
🐩 (not 🐒)60.671829.251
efficient (not overprepared)60.6105928.362
two-faced (not one-faced)60.548028.445
lavish (not frugal)60.361329.442
mundane (not extraordinary)60.328324.357
stylish (not slovenly)60.298529.050
cosmopolitan (not provincial)60.266631.929
pain-avoidant (not masochistic)60.248926.054
beautiful (not ugly)60.1142327.849
vanilla (not kinky)59.968328.743
exhibitionist (not bashful)59.891126.332
angry (not good-humored)59.761323.058
monastic (not hedonist)59.737829.224
geriatric (not vibrant)59.429824.645
tasteful (not lewd)59.2106625.451
western (not eastern)59.2107033.738
chic (not cheesy)59.164029.142
off-key (not musical)59.073826.053
macho (not metrosexual)58.748431.455
ivory-tower (not blue-collar)58.669332.344
disarming (not creepy)58.6125027.243
pensive (not serene)58.4133826.936
debased (not pure)58.271425.652
🤔 (not 🤫)58.288327.746
vintage (not trendy)58.1122429.938
sheltered (not street-smart)58.055229.741
mild (not spicy)57.951627.049
charismatic (not uninspiring)57.9144629.246
💀 (not 🎃)57.880626.248
sorrowful (not cheery)57.799720.342
🧕 (not 💃)57.740729.047
ferocious (not pacifist)57.6102225.151
good-cook (not bad-cook)57.667227.033
pop (not indie)57.640927.527
🐷 (not 🐮)57.440529.225
💩 (not 🌟)57.335429.944
tiresome (not interesting)57.227527.543
shallow (not deep)57.244826.559
libertarian (not socialist)56.775829.648
nihilist (not existentialist)56.637126.432
proactive (not reactive)56.651327.741
🐐 (not 🦒)56.5112627.238
machiavellian (not transparent)56.576630.040
😀 (not 😭)56.474723.549
interrupting (not attentive)56.474227.141
rock (not rap)56.4162831.726
🐘 (not 🐀)56.374828.741
ranged (not melee)56.385526.144
loyal (not traitorous)56.2148322.143
poisonous (not nurturing)56.162122.442
oxymoron (not tautology)56.088530.723
extrovert (not introvert)55.998825.946
forgiving (not vengeful)55.888923.552
chaste (not lustful)55.865223.738
focused on the future (not focused on the present)55.864726.958
sage (not whippersnapper)55.772729.847
rough (not smooth)55.678527.154
overspender (not penny-pincher)55.569431.337
antagonist (not protagonist)55.540129.532
self-improving (not self-destructive)55.473924.154
exuberant (not subdued)55.4103832.631
honorable (not cunning)55.3105327.465
devout (not heathen)55.392530.726
playful (not shy)55.3130324.849
'left-brained' (not 'right-brained')55.346530.244
rude (not respectful)55.264126.354
moody (not stable)55.1120528.549
sober (not indulgent)54.879229.350
charming (not trusting)54.892026.753
📈 (not 📉)54.8128130.332
theoretical (not empirical)54.744831.449
bright (not depressed)54.785826.749
attractive (not repulsive)54.6144928.651
badass (not weakass)54.5140628.355
dispassionate (not romantic)54.446026.856
claustrophobic (not spelunker)54.250927.252
goth (not flower child)54.063429.823
🦇 (not 🐿)53.872530.651
centrist (not radical)53.871030.037
fearmongering (not reassuring)53.770231.339
forward-thinking (not stuck-in-the-past)53.6101429.252
demonic (not angelic)53.476217.250
introspective (not not introspective)53.4130723.740
😈 (not 😇)53.485626.341
empath (not psychopath)53.2120122.643
white knight (not bad boy)53.2111429.526
vegan (not cannibal)53.199826.141
bored (not interested)53.134026.240
salacious (not wholesome)53.076423.444
conspiracist (not sheeple)52.8133927.543
unambiguous (not mysterious)52.8102426.947
pronatalist (not child free)52.757028.044
theist (not atheist)52.669430.731
Coke (not Pepsi)52.594233.942
everyman (not chosen one)52.579029.633
dog person (not cat person)52.494735.936
kind (not cruel)52.3142522.740
inspiring (not cringeworthy)52.3116525.447
nerd (not jock)52.2112927.844
🤡 (not 👽)52.177028.044
loud (not quiet)52.0102627.863
soulless (not soulful)52.044723.042
sexual (not asexual)52.0134429.942
sensible (not ludicrous)51.9118130.042
mainstream (not arcane)51.874630.429
thin (not thick)51.7119728.258
moderate (not extreme)51.670128.643
💔 (not 💝)51.587930.043
genuine (not sarcastic)51.4102529.565
modest (not flamboyant)51.3108331.862
average (not deviant)51.371228.450
😬 (not 😏)51.178127.249
villainous (not heroic)50.150721.444
short (not tall)50.283329.075
dorky (not cool)50.885127.553
doer (not thinker)50.2138630.153
treasure (not trash)50.3162126.063
historical (not modern)50.487027.244

The lowest rating for any description in the table is 50.0 despite a 1 to 100 scale being used. This is because descriptions that had values lower than the midpoint were reversed. For example, a score of 1/100 for "hot (not cold)" is equivalent to a score of 100/100 for "cold (not hot)". This was done so that all the traits that are most distinctive for a character are at the top of the table.

Similar characters

The similarity between two characters can be calculated by taking the correlation between the lists of their traits. This produces a value from +1 to -1. With +1 implying that every trait one character is high on the other one is high on too, to an equal degree. And, -1 implying that if a character is high on specific trait, the other one is low on it. The 10 most and least similar characters to Dr. Marcus Andrews based on their crowd-sourced profiles are listed below with the correlation in parenthesis.

Most similar Least similar
  1. Preston Burke (0.901)
  2. Dr. Eric Foreman (0.891)
  3. Dr. Neil Melendez (0.866)
  4. Walter Skinner (0.856)
  5. Thomas Matthews (0.847)
  6. Jack Crawford (0.836)
  7. Eleanor Sung-Young (0.828)
  8. M (0.827)
  9. Carlton Lassiter (0.823)
  10. Jack Crawford (0.823)
  1. Patrick Star (-0.684)
  2. Kevin Malone (-0.663)
  3. Jason Mendoza (-0.651)
  4. Alan (-0.649)
  5. Charlie Kelly (-0.628)
  6. Philip J. Fry (-0.621)
  7. Gene Belcher (-0.616)
  8. Luke Dunphy (-0.602)
  9. Dory (-0.601)
  10. Pumbaa (-0.598)

Personality types

Users who took the quiz were asked to self-identify their Myers-Briggs and Enneagram types. We can look at the average match scores of these different groups of users with Dr. Marcus Andrews to see what personality types people who describe themselves in ways similar to the way Dr. Marcus Andrews is described identify as.

Myers-Briggs Self-type Average match score with character Number of users


  Updated: 15 July 2022
  Copyright: CC BY-NC-SA 4.0
  Privacy policy