Statistical Uniqueness

How rare is your combination of attributes compared to your age cohort?

Identity

Demographics select all

Family select all

Languages

Life Path select all

Veteran (military service)
Self-employed / runs a business
Lived in 2+ US states
Lived outside US 1+ year
Foreign-born (immigrant)
Attended graduate school
calculating...

Attribute Rarity

Attribute Your value Rate in cohort
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Cumulative Uniqueness (rarest first — matches narrow as attributes are added)

Attribute Value P(attr) Cohort matches ↓
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Reading the table: Each row shows how many people in your cohort would share all the attributes listed so far. Numbers decrease as more filters are added — that's the point. When you reach <1, your combination is statistically unique in the cohort.

"No" values count too: Saying "no" to something uses P(not X) = 1 − rate. Common "no" answers (e.g. 87% don't attend grad school) barely change uniqueness — a rare "no" (e.g. not a veteran when 55% of your cohort is) would matter more.

Independence assumed between attributes — correlated pairs (education × occupation, education × grad school) inflate uniqueness. Life-path timing rates are conditional on the outcome having occurred.