Data guide

How Name Rankings and Trends Are Calculated

See how names are matched, rankings are calculated, and trends are compared.

How names are matched

Names are matched by their full written form. Capitalization does not create a separate name, but accents and different scripts do: Jose, José, Liam, and Лиам are treated as distinct names.

  • Related spellings may be linked as variants without being combined.
  • Transliterations, cognates, diminutives, and historical forms remain separate entries.

How rankings and trends are compared

Each ranking and chart uses one consistent set of official statistics for a particular place, population, category, and time period. Data from incompatible populations is never joined into one history.

  • When official sources overlap, only compatible data is used.
  • Changes over five or ten years require data for the exact comparison year; missing years are not estimated.
  • Country and regional comparisons use ranks or compatible rates, not raw totals.

Why a name may be missing

Names Over Time publishes a name page only when the available official data provides enough history for a meaningful view. A missing page does not mean the name was unused: an official source may suppress or omit small counts, or there may not be enough comparable data yet.

  • Suppressed or omitted counts are not treated as zero.
  • Availability can differ by place, category, and year.