Open-Source Psychometrics Project
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Most 👨‍⚕️ or 👨‍🔧 characters

As part of the Statistical "Which Character" Personality Quiz, this website has had volunteers rate 2,125 characters on a 100 point scale from "👨‍⚕️" to "👨‍🔧". This page lists the 25 characters whose average ratings were the farthest to either side. Because the scale is bipolar, it is reversable. For example, a rating of 1/100 for "👨‍⚕️" is the same as 100/100 for "👨‍🔧". See the documentation for more information about how these ratings were collected.

Most 👨‍⚕️ characters

RankAverage ratingNumber of ratersName
195.8205Cristina Yang (Grey's Anatomy)
295.535Claire Randall (Outlander)
394.595Simon Tam (Firefly + Serenity)
494.329Kerry Weaver (ER)
594.123Melinda Monroe (Virgin River)
694.029Saanvi Bahl (Manifest)
793.643Temperance Brennan (Bones)
893.325Beverly Crusher (Star Trek: The Next Generation)
993.2241Carlisle Cullen (Twilight)
1093.1107Ted Mullens (Schitt's Creek)
1193.128Lincoln Rice (Broad City)
1293.040Paris Geller (Gilmore Girls)
1392.995Donald Mallard (NCIS)
1492.967Dr. Shaun Murphy (The Good Doctor)
1592.848Dr. Aaron Glassman (The Good Doctor)
1692.570Dr. Spencer Reid (Criminal Minds)
1792.3217Derek Shepherd (Grey's Anatomy)
1892.221Taylor McKessie (High School Musical)
1992.068Professor Oak (Pokémon)
2092.0209Miranda Bailey (Grey's Anatomy)
2191.614Dr. Sharon Fieldstone (Ted Lasso)
2291.651Alex Dunphy (Modern Family)
2391.537Leslie Thompkins (Gotham)
2491.589Jimmy Palmer (NCIS)
2591.4204Meredith Grey (Grey's Anatomy)

Most 👨‍🔧 characters

RankAverage ratingNumber of ratersName
195.88Amos Burton (The Expanse)
295.380Kaylee Frye (Firefly + Serenity)
395.024Lloyd (Yellowstone)
495.036Luke Danes (Gilmore Girls)
594.560Tommy (Shameless)
694.410Susie Myerson (The Marvelous Mrs. Maisel)
793.598Jayne Cobb (Firefly + Serenity)
893.414Eric O'Bannon (Bloodline)
993.275Emmet Brickowski (The Lego Movie)
1093.224Rip Wheeler (Yellowstone)
1193.2294Ron Swanson (Parks and Recreation)
1293.132Neil Fak (The Bear)
1392.745Mike Delfino (Desperate Housewives)
1492.791Letty Ortiz (Fast & Furious)
1592.438Galen Tyrol (Battlestar Galactica)
1692.484Dominic Toretto (Fast & Furious)
1792.124John McClane (Die Hard)
1891.922FP Jones (Riverdale)
1991.8206Red Forman (That 70's Show)
2091.430Malyen Oretsev (Shadow and Bone)
2191.49B'Elanna Torres (Star Trek: Voyager)
2291.214Kayce Dutton (Yellowstone)
2391.131Ed Hurley (Twin Peaks)
2491.113Thomas 'Herc' Hauk (The Wire)
2591.157Ennis Del Mar (Brokeback Mountain)

Similar features

The survey has 525 different descriptive scales that the characters can be rated on. This list is the 10 other scales that that have the highest correlation with 👨‍⚕️<--->👨‍🔧 when aggregated at the character level.

  1. refined (not rugged) (r=0.8)
  2. cultured (not rustic) (r=0.71)
  3. eloquent (not unpolished) (r=0.71)
  4. manicured (not scruffy) (r=0.7)
  5. valedictorian (not drop out) (r=0.7)
  6. tailor (not blacksmith) (r=0.69)
  7. highbrow (not lowbrow) (r=0.67)
  8. scholarly (not crafty) (r=0.67)
  9. ivory-tower (not blue-collar) (r=0.67)
  10. intellectual (not physical) (r=0.66)

Notes

  Updated: 10 February 2026
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