DOB Job Application
By using DOB job application fillings dataset along with Pluto data, we generate time series plots below to evaluate whether number of jobs is an indicator of "bad landlord". The time range is January 2000 to Febuary 2018. For both landlord data and the city-level data, we use the number of residential units to normalize them.