NATURAL-LANGUAGE CALCULATOR← Main calculator

How many women meet my standards?
See every assumption.

Estimate the number and share of women matching measurable standards, then inspect the same filters against men. The receipt keeps source data and modeled assumptions visible.

RUN THE CALCULATOR

Set the filters.

The estimate updates as you go.

Verified U.S. or state data. PUMS does not identify exact cities.

One set of filters. Men and women update together.

Age range2535
Minimum height5′8″+
Minimum income$50K+
Include only

What the number can—and cannot—say.

01

The result is a demographic pool

It estimates how many women in the selected age group match the measurable filters. It is not a count of dating-app users, single people seeking men, or people who would be mutually compatible.

02

One-in-N needs context

A one-in-50 result means roughly two percent of the selected female age cohort clears all active filters in the model. It does not mean one of every 50 profiles you encounter will be a match.

03

Use the receipt to challenge the result

The expandable receipt separates weighted Census counts from CDC-modeled physical traits. Change one filter at a time to see which expectation actually reduces the pool.

How do I estimate how many women meet my standards?

Set a location and measurable preferences. The tool reports an estimated count, share of the selected age cohort, and one-in-N frequency for women and men together.

Does not married mean never married?

No. It means not currently married and can include people who have never married, are divorced, separated, or widowed, consistent with the ACS marital-status categories used by the model.

Why does the tool show men too?

The side-by-side pool gives the result a consistent benchmark and avoids needing to switch between two calculators with different assumptions.

Search the claim. Check the receipt.

Plain-language answers for the dating-statistics questions people are already arguing about—each connected to the underlying calculator.