A corpus of 340,920 observations from 18 catalogues, collapsed into 120,063 canonical events across 90,565 victims. Deciding which records describe the same incident is the whole product — and a 3-year rebuild of a 2023 original.
Tag: Data
2026
Some sources have no export button and no intention of building one. Record what the source draws as it draws it, give every object a stable key, and you own a dataset the source never published.
Two files, no shared identifier, and one question: which rows describe the same real-world thing? About 60 lines of Python, 2 arbitrary decisions, and one bug that quietly inflated the answer.
Four years of data on frontier AI releases and security. No breach wave followed each launch. Published flaws doubled in 2026, exploitation rose almost as fast, ransomware barely moved, and the PHP2Shell disclosure on 21 October showed how fast the gap between finding a flaw and using it can close.