NATURAL-LANGUAGE CALCULATOR← Standards calculator

How many women meet my standards?
See every assumption.

The plain answer.

This calculator shows how common your selected standards are among U.S. women in the chosen age range.

What this covers: Choose a place, age range, height, personal income, and optional marital-status or body mass index (BMI) filters. The tool also shows the same filters for men as a comparison. BMI is a height-and-weight measure.

What this does not show: It does not predict how many people you will meet or who will be available to date.

Where the data comes from: The 2024 American Community Survey (ACS), a Census survey. Its Public Use Microdata Sample (PUMS) records show age, personal income, and marital status. Each record has a weight that helps it represent people in the full population. Height and body mass index (BMI) use measured data from the Centers for Disease Control and Prevention and National Center for Health Statistics (CDC/NCHS). These traits are modeled, which means they are estimated from a separate data source.

Choose filters. See both estimates.

Ages 25–35 · not currently married · does not currently smoke. Change any filter to build your own estimate.

  1. 01ChooseSet your filters
  2. 02CompareSee men and women
  3. 03SaveKeep or share the result
WOMENMENView result ↓

The calculator uses U.S. and state data. It does not show exact city results.

Both estimates use these filters.

Age range2535
Minimum height
6′0″ or taller
Minimum personal income$100,000 or more
Optional filters
Why this result?See what each filter changes
FILTERS WITH THE LARGEST CHANGE

Which filters change each estimate?

Remove one filter. Keep every other filter the same.

Exact details are available for one group.

We show filter effects only for a group with an exact point estimate. The other group stays marked as limited until its result supports an exact estimate.

MEN / FILTER THAT CHANGES IT MOSTPersonal income

Removes 89% of people who meet every other filter.

9.3× larger without it
WOMEN / FILTER DETAILS LIMITEDExact impact unavailable

This group has a height range instead of an exact estimate, so we do not compare its filter effects.

FILTERMEN REMOVEDWOMEN REMOVED
Personal incomeCENSUS DATA / COUNTED TOGETHER89%Limited
HeightESTIMATED FROM SEPARATE HEALTH DATA82%Limited
Not currently marriedCENSUS DATA / COUNTED TOGETHER55%Limited
Does not currently smokeESTIMATED FROM SEPARATE HEALTH DATA11%Limited
SMALL CHANGES TO TRY

Each button changes one setting and updates both estimates. “Not currently married” stays on.

ONE-STEP CHANGEMENWOMENACTION
Lower height to 5′11″ or tallerChanges only heightADDS56%ADDSLimited
Remove the cigarette-use filterChanges only does not currently smokeADDS12%ADDSLimited
Lower income to $95,000 or moreChanges only personal incomeADDS10%ADDSLimited

Do not add these percentages. Some filters remove the same people. Age sets the group, so it does not appear as a filter you can remove here.

/ 250 RESPONSES
How did this result compare with what you expected?

Tell us what you expected. Then answer 12 short questions for the 2026 study.

ABOUT 2 MIN · 3 STEPS · NO ACCOUNT OR EMAILNothing is sent until you agree on the last step.

How to read the answer.

01

The result is a demographic pool

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

02

One-in-N needs context

A one-in-50 result means about two percent of the selected female age group meets all active filters in the estimate. It does not mean one of every 50 profiles you see will be a match.

03

Use the receipt to challenge the result

The expandable receipt separates Census counts from physical traits estimated from CDC data. Change one filter at a time to see which expectation reduces the group.

How do I estimate how many women meet my standards?

Set a location and measurable preferences. The tool reports an estimated count, the share of the selected age group, and a 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 here.

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.

Start with the pool. Then test each standard.

These pages explain the calculator, the words used for it, and the difference between rarity and relationship fit.

Browse 3 more guides