---
license: other
tags: [insurance, actuarial, mortality, SOA, ILEC]
---
# SOA ML281 — reproducible sample
Seeded 131,922-cell sample of the SOA ILEC 2012-2019 individual-life experience study (aggregated
experience cells, no PII), plus full-table A/E aggregates. Used by the ML281 committee-response
reproduce notebook. Public ILEC-derived data; see soa.org Research.