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Research Question

Which identities have seen the strongest change over time?

Methods

  • How many US adults per 10,000 would answer Yes when asked: Does signifier describe you today? That number is the prevalence of the signifier.
  • I estimate the prevalence of signifiers at many points in time.
  • I can only afford noisy daily estimates, but that's OK. Trends will reveal themselves as data accumulates.
  • I use a very simple model: linear regression predicting daily change in prevalence.

Results

Trends of Highest Confidence

(A low value of p means the estimate is statistically reliable.)

Signifier Trend Change p
MAGA (Make America Great Again) -2 < 0.01
student 2 < 0.01
homeowner -2 < 0.01
dreamer 2 < 0.01
spontaneous 10 < 0.01
overthinker 10 < 0.01
junior 2 < 0.01
sports card collector 4 < 0.01
fiscal conservative -8 < 0.01
bitcoin trader -5 < 0.01
neurodivergent 5 0.01
unemployed 4 0.01
dog person 8 0.01
public transit rider 7 0.01
trivia buff 7 0.01
Phoenix Suns fan -3 0.01
sensitive 8 0.01
Los Angeles Lakers fan 5 0.01
anxious 2 0.01
Pentecostal 2 0.01
childcare worker 2 0.01
employed -4 0.01
artistic 5 0.01
designer -5 0.01

Most Extreme Trends

(Be careful; these can be driven by short-term trends or low observation count.)

Signifier Trend Change p
spontaneous 10 < 0.01
overthinker 10 < 0.01
dog person 8 0.01
amateur chef 8 0.02
sensitive 8 0.01
fiscal conservative -8 < 0.01
trivia buff 7 0.01
Independent -7 0.02
public transit rider 7 0.01
leftist 6 0.04
working parent -6 0.04
beautiful 6 0.03
data nerd -6 0.04
planner -6 0.05
Los Angeles Lakers fan 5 0.01
aspiring artist 5 0.03
AI enthusiast -5 0.08
nba fan -5 0.07
caffeine addict -5 0.10
bitcoin trader -5 < 0.01
exhausted 5 0.11
star wars fan -5 0.12
designer -5 0.01
2a supporter -5 0.09
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