That 16 Billion Password Story (AKA "Data Troll")

The author examines a widely reported "16 billion passwords" story and demonstrates the underlying corpus is composed of multiple infostealer logs: 2.7B rows -> 325M parseable log entries -> 109M unique email addresses (4.4M new to Have I Been Pwned) and 231M unique passwords, with the vast majority being duplicates or previously seen; the incident represents aggregated stolen credentials rather than a single fresh breach and poses reduced incremental risk compared with the sensational headlines.