Crime indices like Numbeo’s are based on public perception, not actual crime data. Perception is shaped by media, personal bias, and cultural factors, making such indices unreliable for objective comparisons. Real crime trends require empirical law enforcement data, not surveys. Heck, I’m from Singapore and have the perception that Yishun is dangerous, but that doesn't mean it’s even remotely true.