

A data professional on a program-integrity team shares six practical SQL patterns for detecting transaction fraud in government benefit programs. The patterns cover velocity checks (rapid successive transactions), impossible distance calculations (geographic anomalies), suspicious amount detection (round numbers, just-below-threshold amounts), merchant clust




The article explains that columnar storage in databases is essentially a form of normalization within the relational model, not a completely foreign concept. It demonstrates how row-oriented data can be transformed into column-oriented format through normalization techniques, sho
buttondown.com·Hacker News: Front Page·1mo ago·3 min readSeeknal is a CLI tool for data and AI/ML engineering that allows users to define pipelines in YAML or Python, run a safe draft→dry-run→apply workflow, materialize data to PostgreSQL and Iceberg, and query data using natural language. It organizes around three core verbs: Organize







sql-flow.com5mo ago