Eviction as a percentage of total units per zip code. In both plots, lighter areas indicate a higher eviction rate. Eviction is the highest in the Bronx and nearly double the lower Manhattan rate. Portions of eastern Brooklyn and Queens, which are gentrifying, have high eviction rates as well. In the second plot, properties that HPD has initiated action against are plotted in blue. As with the plots above, we see that there is much overlap between high eviction areas and lawsuits. We are missing section of southern Queens, due to dropped zip codes during data wrangling (missing data for income, population, evictions, or litigations could have caused this).