Dating-pool data guides & research
Understand the data, definitions, and assumptions behind the calculator—then explore what research can and cannot tell us about dating standards.
Data and calculator guides
Definitions, source notes, and plain-language explanations for reading a modeled dating-pool estimate responsibly.
Are Delusion Calculators Accurate? What the Math Can—and Cannot—Tell You
Delusion calculators can estimate demographic rarity, but not dating success. Learn where their data comes from, why results differ, and which assumptions matter.
Updated September 3, 2026Data GuideWhat Does ‘Single’ Mean in Dating-Pool Statistics?
Never married, unmarried, unpartnered, and available to date are different populations. See which definition dating-pool calculators can actually measure.
Updated September 3, 2026MethodologyHow Dating-Pool Filters Combine: Independence, Correlation, and Compounding
Learn why dating-pool filters multiply, when that math fails, and how age-conditioned estimates handle correlated traits more responsibly.
Updated September 3, 2026Calculator GuideHow to Read Your Delusion Calculator Result
Understand the percentage, estimated headcount, rarity band, and limitations in your result—without mistaking demographic frequency for dating odds.
Updated September 3, 2026Data GuideWhat Percentage of U.S. Men Are 6 Feet or Taller?
See what CDC measured-height data can support, why common online estimates differ, and how this calculator models a six-foot height threshold.
Updated September 3, 2026Data GuideWhat Percentage of U.S. Men Make $100K? Why Age and Denominator Matter
Personal and household income are not interchangeable. Learn how age, employment, survey year, and modeling change estimates of men earning $100K.
Updated September 3, 2026Dating standards and research
Evidence-aware explainers that separate demographic frequency, stated preferences, and relationship advice.
Do Dating Preferences Predict Who We Choose? What the Research Says
Stated preferences, attraction, and long-term partner evaluations are different measures. See what reviews and meta-analyses actually find.
Updated September 3, 2026Dating AdviceHow Realistic Are Your Dating Standards? A Statistical Gut-Check
A practical way to tell whether your dating standards are reasonable or stacking up into a mathematically tiny pool — with a worked example.
Updated September 3, 2026Gender StudiesThe Gender Gap in Dating Expectations: Male vs. Female Standards
What actually differs between the standards men and women tend to set — and why the overlap is bigger than the differences get credit for.
Updated September 3, 2026Dating & TechnologyDating Apps and Inflated Expectations: The Paradox of Choice
How the abundance of options on dating apps changes what people expect — and what the research on choice overload says about fixing it.
Updated September 3, 2026RelationshipsSetting Healthy Standards: The Balance Between Settling and Perfectionism
How to tell the difference between settling for less than you need and holding out for a standard that describes almost no one — with a practical middle path.
Updated September 3, 2026CultureCultural Differences in Dating Standards Around the World
How dating standards and the role of family, romance, and practicality in partner selection shift across cultures — and what that says about which of your own standards are universal versus learned.
Updated September 3, 2026Culture"I Got Standards, Bro": What the Delusion Calculator Debate Is Actually About
Why 'igotstandards bro' and the Fresh & Fit delusion calculator became a viral search term — and whether the underlying math is actually real.
Updated September 3, 2026