National Strength Profiles

Who's good at what in track & field — and which archetypes nations fall into.

A medal count tells you a country won three golds. It doesn't tell you whether that country is a narrow specialist or a broad machine, or where its strength lives. World Athletics points do — they put every performance in every event on one scale. Using them as a currency of athletic capital across 6,400 top performances, the world sorts itself into five clean archetypes.

5archetypes, from k-means on 43 nations × 5 disciplines
USAa lone superpower — far beyond everyone on overall depth
78%of variance captured by two interpretable PCA axes

Five archetypes, drawn from the data

PCA map of nations coloured by archetype, USA a far-right outlier
Every nation on two axes: overall depth (→) and sprint/power ↔ distance (↕). Kenya anchors one pole; the USA sits alone at the far right.

Each cluster has a fingerprint

The throw-and-jump powers spike in the field and sag on the track; the distance specialists are the mirror image; the all-rounders are strong everywhere. It's the national character of a track programme, made legible.

Heatmap of national strength by discipline
WA-point strength by discipline (z-scored), grouped by archetype — red is strong, blue is weak.

Strength is a nation's mean top-5 WA score per discipline. Divide this absolute map by population or GDP and the overperformers — the Jamaicas and Norways punching above their size — light up; that per-capita layer sits directly on top of this one. Code & method on GitHub.