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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
dreamer 2 < 0.01
homeowner -2 < 0.01
MAGA (Make America Great Again) -1 < 0.01
student 1 < 0.01
anxious 2 < 0.01
male -2 < 0.01
beautiful 7 < 0.01
childcare worker 2 < 0.01
trusting 1 < 0.01
artist 2 < 0.01
overthinker 7 < 0.01
anti-Trump 4 < 0.01
neurodivergent 4 < 0.01
widow -2 < 0.01
spontaneous 7 0.01
pretty 7 0.01
funny 3 0.01
COVID survivor 7 0.01
amateur artist 5 0.01
gay 2 0.01
πŸ‘‘ 5 0.01
autodidact 4 0.01
Pentecostal 2 0.01
junior 1 0.01

Most Extreme Trends

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

Signifier Trend Change p
beautiful 7 < 0.01
overthinker 7 < 0.01
spontaneous 7 0.01
COVID survivor 7 0.01
pretty 7 0.01
amateur artist 5 0.01
πŸ‘‘ 5 0.01
dog person 5 0.03
2a supporter -5 0.02
partner 5 0.04
sensitive 5 0.03
star wars fan -5 0.05
exhausted 5 0.04
leftist 5 0.05
social conservative -5 0.03
data nerd -4 0.07
fiscal conservative -4 0.06
single -4 0.12
nba fan -3 0.12
religious -3 0.11
man -3 0.03
Independent -3 0.12
Instagram user -3 0.13
former smoker -3 0.15
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