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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
student -5 < 0.01
technophile -24 < 0.01
foodie -28 < 0.01
drone operator -4 0.01
paleo -11 0.01
working parent -24 0.01
gamer -8 0.01
frequent flyer -15 0.01
freshman -4 0.01
Seattle Seahawks fan 8 0.01
photographer 20 0.01
dog person 23 0.01
voter 7 0.01
Aries -9 0.02
accelerationist -14 0.02
nationalist -16 0.02
Portland Trail Blazers fan -6 0.02
brother 13 0.02
Buddhist -8 0.02
police officer -6 0.02
parent -22 0.03
Communist -9 0.03
fiscal conservative -20 0.03
old 12 0.03

Most Extreme Trends

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

Signifier Trend Change p
foodie -28 < 0.01
working parent -24 0.01
technophile -24 < 0.01
dog person 23 0.01
parent -22 0.03
science fiction fan -21 0.05
fiscal conservative -20 0.03
computer geek -20 0.03
photographer 20 0.01
mystery fan 19 0.04
solitary -18 0.04
quiet -18 0.04
fan 18 0.05
partnered 18 0.07
leader -18 0.04
mother 17 0.08
nationalist -16 0.02
AI enthusiast -16 0.10
agnostic 16 0.08
wife 16 0.08
The Simpsons fan 16 0.09
secular 15 0.15
😍 15 0.05
environmentalist 15 0.12
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