Dating market playground

Adjust your city's demographics to see how they affect dating outcomes. Default values match the SF Bay Area from the analysis.

Singles (%)

Share of adults who are single.

	Men	Women
Newcomers (% of base)
Newcomer Percentile 90 = 10%, 50 = average
Newcomer Spread (SD) 0.7 = concentrated, 1.0 = normal

X-axis: global desirability z-score (standard deviations from the worldwide average). Hover for a tooltip showing what this score means as a percentile (relative to the same global reference), and the M:F ratio at this desirability level. Click to lock the tooltip in place.

Population distributions (count-scaled)

Total ratio (M:F): -

Singles ratio (M:F): -

Detailed tooltips

Hover to see how a given '1-in-N' rarity level maps to the typical partner rarity; click to lock the tooltip.

Partner rarity multiplier vs global baseline

Values >1 mean better matches than baseline, <1 mean worse matches