Citizen Data Scientist Handbook & Guardrails

Practical tools, training, and governance that enable non-experts to run safe, useful analyses and experiments.


Guide

Citizen Data Scientist Safe-Use Guidelines

Compact, practical guidance that empowers non-expert analysts to run safe, useful analyses while protecting privacy, reproducibility, and enterprise governance. Includes approved sources and tools, simple statistical hygiene checks, clear escalation rules, documentation standards, and a one-page cheat sheet for everyday use.

Members: