defined base population
Age, sex, and geography first
For this site, a dating pool is a clearly defined group of people used to estimate how common selected traits are.
What this covers: Start with age, place, and the sex category used by the data source. Then add measurable filters such as personal income, marital status, height, or body mass index (BMI). BMI is a height-and-weight measure. The full group used for the percentage is the full starting group before filters are added.
What this does not show: A demographic pool is not a count of active daters, available partners, or mutually compatible matches.
Where the data comes from: 2024 American Community Survey (ACS) Public Use Microdata Sample (PUMS) Documentation. Census person-level records used to count age, personal income, and marital status together.
Age, sex, and geography first
Counted in the same people
Attraction is not in Census data
In everyday use, a dating pool means people someone might realistically date. In this calculator, it starts with age, place, and the source’s sex category. Measurable traits then make the group smaller.
A demographic match is not automatically single, looking, mutually attracted, compatible, or interested in your gender. Public data can estimate measurable overlap. It cannot see the full social dating market.
Separate national percentages can give a wrong answer when traits often occur together. This calculator counts age, personal income, and marital status in the same Census records. Each record is adjusted to represent people in the full population. Health traits are estimated from a separate source.
A U.S. estimate and a state estimate answer different questions. American Community Survey (ACS) public-use records support state analysis. They do not support an exact city estimate for every city.
One-in-N describes frequency within the selected age group. It does not predict how many dates, swipes, or introductions it will take to meet one matching person.
A small pool can clarify tradeoffs among measurable preferences. It cannot measure values, kindness, emotional health, chemistry, or how well two people build a life together.
Census person-level records used to count age, personal income, and marital status together.
Measured height and BMI data used for clearly labeled physical-trait estimates.
It means the group of people who could plausibly be potential partners. A statistical dating pool must define its age range, place, sex category, and filters before a percentage is meaningful.
It estimates how often a measurable combination of traits appears in a defined group. It is a demographic tool, not a prediction of mutual compatibility or dating success.
Define a starting group. Count related demographic conditions in representative data. Add traits from separate data and label them clearly. Then divide the estimated matches by the relevant group.
Narrow age ranges, high income thresholds, uncommon height cutoffs, relationship-status requirements, smaller geographies, and combinations of filters can all reduce the estimate.
Not automatically. Everyday usage varies. This calculator offers a Not married filter, while stating that legal marital status still does not identify active daters.
Only if the source supports that geography with enough precision. This site uses state-level public-use Census data and avoids presenting an unsupported exact city pool.
These pages explain the calculator, the words used for it, and the difference between rarity and relationship fit.