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1600×900 exportdata.upneja.ai
citysingleplacesdatecall
NYC9241$142VOLATILE
SF6122$168BEAR
DC7729$116CHOP
ATX8354$89BULL
liquidity × affordability × offline surface area

Is your city bullish or bearish for dating?

source-backedX first
post copy

Dating Market Terminal

A
Ayush Upneja
@upneja · draft

Dating apps didn’t make every city equally bad. NYC bad is not SF bad. DC bad is not Austin bad. Miami bad is its own asset class. So I’m building a dating-market terminal for cities: singles, cost, churn, third places, and how often you can meet someone without making it a whole production.

draft tweet
what the visualization is

A trading-terminal-style city board ranking dating markets by liquidity, cost, churn, and offline surface area.

data shape

ACS singles/age mix + wages/rent/date cost + migration churn + third-place density.

animation

Ticker loads cities one by one, bad metrics flash red, final screen sorts cities into Bullish / Bearish / Volatile / Broken.

why it works

It turns fuzzy dating complaints into a scoreboard people can fight over.

Thread beats
  1. 1.Liquidity = singles density and balanced age bands. Affordability = rent pressure + wages + cost of a date.
  2. 2.Offline surface area = third places, recurring events, parks, bars, cafes, libraries, gyms, and walkability.
  3. 3.The point is not to rank humans. It is to show why meeting people feels easier in some cities than others.
Sources to pull
  1. ACS marital status / age / sex / education
  2. BLS OEWS metro median wages
  3. HUD / Zillow / Apartment List rent snapshots
  4. OpenStreetMap POIs via Overpass
  5. IRS/Census migration and mobility tables
CTA

If your city is broken, RedKnotClub is the experiment to fix the offline layer.

visualization package
X hero card16:9
citysingleplacesdatecall
NYC9241$142VOLATILE
SF6122$168BEAR
DC7729$116CHOP
ATX8354$89BULL
liquidity × affordability × offline surface area
Carousel frame4:5
frame 1

Is your city bullish or bearish for dating?

Dating apps didn’t make every city equally bad.

Vertical animation9:16
01
hook appears
02
data reveals
03
labels snap in
04
CTA end card
dating.mp4
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