Many thriving "gay communities" across the United States report high levels of sexual orientation-based hate crimes every year, raising questions about the level of safety in these gay communities and neighborhoods. This study examines hate crime data from 2002-2006 in Los Angeles County and the relationship those hate crimes have to West Hollywood, the best known gay community of Los Angeles County. Results suggest that although West Hollywood does consistently report high numbers of hate crimes, this does not reflect a greatly increased risk to any one lesbian, gay, or bisexual person. Results suggest that we need to consider other variables as predictors (such as poverty, business density, and population density) in determining safe versus unsafe space, rather than just the percentage of lesbians, gay, and bisexuals in a population.