Live aggregate data

Validation sample dashboard

Updates every 5 minutes via ISR. Last computed: 2026-06-10 00:11 UTC.

What you're looking at

Real-time aggregate distributions from the Entameen BFI-10 convergent-validity sample. All statistics are computed at render time from the current accumulated event stream. Individual responses are never displayed; demographic buckets with n < 5 are suppressed for k-anonymity.

A. Sample size

0Total BFI-10 submissions
0Paired with Entameen quiz
156Pre-registered minimum
0%Progress to target

B. Big Five distribution (BFI-10)

Not enough data yet — distributions display after n ≥ 2 submissions. Be the first to contribute.

C. Sample composition

Below: opt-in demographic distributions for the validation sample. Buckets with n < 5 suppressed (shown as <5) to prevent re-identification of small subgroups. Per-cell counts will become visible as the sample grows.

Age band

No data yet — be the first to contribute.

Gender

No data yet — be the first to contribute.

Education

No data yet — be the first to contribute.

Region

No data yet — be the first to contribute.

D. Download the underlying data

All statistics on this page are computed from the same data exposed via the open-data API. You can pull the raw item-level data yourself: