Noise pollution is a serious public health problem in many urban centers, and in particular New York City, with adverse consequences on education, disease risk, and more. In this project, 311 Noise Complaints data was used to generate heat maps of various sources of noise in NYC, and Manhattan in particular. Correlations were found between neighborhood socioeconomic status and residential and vehicular noise, demonstrating that urban design choices lead to different noise pollution outcomes.