Germany's annual police crime statistics reliably produce the same political ritual: the AfD seizes on raw numbers showing higher crime rates among non-German nationals, and the debate collapses into tribal signaling. A new paper from the Lower Saxony Police Academy, the University of Zurich, and the Lower Saxony Criminological Research Institute finally quantifies the distortion baked into that dataset — and the number is large. The core finding: non-German nationals are twice as likely to be reported to police as German citizens who commit equivalent offenses. This reporting bias inflates the raw statistical gap from a real difference of roughly 1.7x to an apparent 2.6x in official records. The police crime statistics record all reported cases regardless of whether allegations prove true, compounding the distortion. Studies on unreported juvenile violent crime converge on a similar adjusted figure — foreign youths are about 1.6x as likely to commit violent offenses as German youths. The research identifies the actual predictive variables for violent behavior: youth, male gender, low education, prior exposure to family violence, and certain attitudes toward masculinity. Culture, contrary to the AfD's framing, does not emerge as an independent factor. Among German youths, 5% view violence positively; among those without a German passport, 10%. The gap exists but is far smaller than political rhetoric implies, and it traces to family environment rather than national origin. The absolute numbers provide the sharpest corrective. Of every 100 German citizens, 0.2% commit serious violent crimes. Among non-German nationals, the figure is 0.6%. Both numbers are vanishingly small — more than 99% of all residents, regardless of origin, commit no serious violent crimes. The political debate operates as though these percentages were reversed. Prätor's analysis also notes structural progress: parental violence has declined substantially over 50-60 years, and youth violence is far lower than in the 1990s or early 2000s. Germany's trajectory on violence is positive, even if the political mood suggests otherwise. The disconnect between trend data and public perception is itself a measurable phenomenon, driven in part by the AfD's 95% focus on non-German suspects in press releases. The policy prescription is prevention-focused: early social-skills programs in preschool, school-based intervention when violence occurs, and investment in infrastructure and structured activities for young people. These address the actual causal variables — family environment, education, daily structure — rather than nationality. The criminologist explicitly argues policymakers should emphasize the positive integration outcomes that dominate the data but are absent from the debate. The extractive dynamic here is informational, not financial. A political party systematically amplifies a biased dataset to manufacture a narrative that the data itself, properly adjusted, does not support. The cost falls on non-German residents who face discrimination based on inflated statistics, and on the broader public, whose policy preferences are shaped by distorted information.