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Booksmart characters personality data for the Statistical Quiz

The dataset of the Statistical "Which Character" Personality Quiz (SWCPQ) includes characters from the fictional universe of Booksmart. The SWCPQ can operate as a "What Booksmart character are you?" test, click the link above to access it. This page aggregates the crowd sourced data that the quiz is built upon.

Characters

The dataset has 2 characters from this universe. They are ordered in the list below by their notability (see Note 1).

Notability Name
68.3Molly Davidson
60.0Amy Antsler

To see how each character was rated by users, view their individual page.

Viewership

The graph below shows what percent of people selected this universe as something they knew well enough to rate characters from by the age of the user (for users between 16 and 60 years of age).
11% 0%
16
20
30
40
50
60

Rating

As part of the survey where they rated characters, users were also asked the question "How do you rate Booksmart?". The distribution of their responses are below.

# Response Count
1 It's the worst 16
2 It's bad 42
3 It's okay 568
4 It's good 2292
5 It's my favorite 565

This gives it an average score of 3.96 / 5. Making it 142nd out of the 369 universes in the dataset ordered by rating.

The average rating may be hard to generalize, though; the users of one online personality quiz could not be representative of the population in important ways. And there are some very obvious things you can point to: users of this quiz are more likely to be young and more likely to be women.

There are several different ways that average ratings can be broken down. Here are average scores by gender:

Gender Average rating
Male 3.93
Female 3.96

The responses to the personality quiz can also be cross referenced with the universe ratings to see how personality affects it. The table below shows the correlation between a user's response to a specific self report item and their rating of this universe.

Item Correlation with rating n
nurturing (not poisonous)0.09623660
angelic (not demonic)0.07463661
genuine (not sarcastic)0.06842331
disarming (not creepy)0.06783674
nerd (not jock)0.06483676
emotional (not logical)0.0633747
artistic (not scientific)0.06182435
reasonable (not deranged)0.05643680
loyal (not traitorous)0.05283763
beta (not alpha)0.04883659
meek (not bossy)0.04733675
intimate (not formal)0.04163668
obedient (not rebellious)0.03873656
deep (not shallow)0.03763673
altruistic (not selfish)0.03733661
tame (not wild)0.03222349
indulgent (not sober)0.0323653
low-tech (not high-tech)0.03072328
lenient (not strict)0.02953781
creative (not conventional)0.02483757
sheriff (not outlaw)0.0223647
stick-in-the-mud (not adventurous)0.01773659
social (not reclusive)0.0173668
orderly (not chaotic)0.01543749
stylish (not slovenly)0.0153655
mainstream (not arcane)0.01473659
mature (not juvenile)0.01412303
awkward (not charming)0.01283751
blue-collar (not ivory-tower)0.01033630
genius (not dunce)0.0093745
fresh (not stinky)0.00683664
gracious (not feisty)0.00583665
lavish (not frugal)0.00553649
masculine (not feminine)0.00543769
haunted (not blissful)0.0052332
spiritual (not skeptical)0.00163737

How these items predict the ratings for this universe can be compared to how the same items predict the ratings of other universes. The universes with the most similar patterns on the predictors are:

Notes

  1. Notability is computed as the average of 204: important (not irrelevant) and 401: main character (not side character).
  Updated: 24 February 2026
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