Ethos-1.4M Empirical Baseline • IPIP-NEO-120 Standard
Empirical Big Five domain and 30 sub-facet population statistics computed from EthosSim’s audited dataset of 1,410,553 real-world respondents across 170+ nations (2011–2023).
Explore detailed population percentiles, histograms, age, and gender breakdowns for each sub-facet.
Empirical averages across 170+ nations with sample size filtering (N ≥ 50).
In-depth statistical investigations into temporal trajectory shifts and global cross-cultural personality trends.
Empirical analysis tracking longitudinal Big Five personality shifts before, during, and after COVID-19 across 1.41 million respondents.
Data investigation into regional clustering, national Big Five trait variance, and population benchmark distributions.
Compare your trait scores against 1.41 million real respondents or find which nation shares your Big Five vector.