As a data analyst who's tracked Portugal’s international football fate through 20+ years of statistical chaos, I’ve seen the pattern: group-stage exits aren’t accidents—they’re predictable outcomes. From 2002 to 2023, Portugal failed to advance directly 6 times, survived via playoffs 4 times, and scraped into knockout rounds only twice—not by luck, but by goal differential math. This isn’t drama. It’s regression.