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The dataset of the Statistical "Which Character" Personality Quiz includes characters from the fictional universe of Booksmart.


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

Notability Name
67.6Molly Davidson
64.4Amy Antsler

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


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 5
2 It's bad 22
3 It's okay 421
4 It's good 2018
5 It's my favorite 522

This gives it an average score of 4.01 / 5. Making it 156th out of the 342 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 general in important ways. And there are some very obvious things you can point to: users of the quiz are biased towards being women and being younger. To kind of explore this idea, we can correlate user ratings with responses to the self-report personality quiz to see what type of people give this universe higher ratings. The table below show the correlation between a users response to a specific self report item and their rating of this universe.

Item Correlation with rating n
nurturing (not poisonous)0.0812806
genuine (not sarcastic)0.0731652
angelic (not demonic)0.0682805
reasonable (not deranged)0.0642835
disarming (not creepy)0.0592705
emotional (not logical)0.0532926
tame (not wild)0.0481642
loyal (not traitorous)0.0462936
nerd (not jock)0.042830
deep (not shallow)0.0382830
creative (not conventional)0.0352933
sheriff (not outlaw)0.0332758
obedient (not rebellious)0.0332837
orderly (not chaotic)0.0312936
stylish (not slovenly)0.0292832
mature (not juvenile)0.0291620
genius (not dunce)0.0252896
intimate (not formal)0.0242803
fresh (not stinky)0.0232808
lavish (not frugal)0.0232705
altruistic (not selfish)0.0232848
meek (not bossy)0.0222838
indulgent (not sober)0.0222764
artistic (not scientific)0.021737
social (not reclusive)0.0192859
mainstream (not arcane)0.0162752
beta (not alpha)0.0152730
strict (not lenient)0.0152927
feminine (not masculine)0.012946
high-tech (not low-tech)0.011577
stick-in-the-mud (not adventurous)0.0082841
charming (not awkward)0.0072936
gracious (not feisty)0.0072819
blissful (not haunted)0.0021588
ivory-tower (not blue-collar)0.0022519
skeptical (not spiritual)0.0012904


  1. Notability is computed as the average of 204: important (not irrelevant) and 401: main character (not side character).
  Updated: 10 May 2022
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