Tooling to support safe but relatively painless release of potentially identifiable data according to our published policy. This may include: * Command-line tools to double-check for patterns that suggest sensitive data might be accidentally released * Automated algorithms for measuring potential disclosivity (e.g. k-anonymity) * Graphical tools for comparing changes in released outputs over time * Cryptographic signing of known-safe filtering/redaction code * Separate local-only git repos for auditing and managing release workflow * Graphical workflow tools for this (e.g. "Anna reviewed this on date X and sent back to Bob for changes", etc) * Automatic publication of known-safe data
Tooling to support safe but relatively painless release of potentially identifiable data according to our published policy.
This may include: