This dataset is provided by the department of Human Resources (HR) which details each City of Saint Paul department's or office's total workforce by race, gender, disability within E.E.O job groups.

Between January 2001 and December 2018, the Saint Paul Police Department made 741,482 traffic stops. Race is based on officers’ perceptions. Fields that include “No Data” could be due to many factors, including technical errors, lack of available information and changing technologies.

Between January 2001 and December 2018, the Saint Paul Police Department made 741,482 traffic stops. Race is based on officers’ perceptions. Fields that include “No Data” could be due to many factors, including technical errors, lack of available information and changing technologies.

Between January 2001 and December 2018, the Saint Paul Police Department made 741,482 traffic stops. Race is based on officers’ perceptions. Fields that include “No Data” could be due to many factors, including technical errors, lack of available information and changing technologies.

Between January 2001 and December 2018, the Saint Paul Police Department made 741,482 traffic stops. Race is based on officers’ perceptions. Fields that include “No Data” could be due to many factors, including technical errors, lack of available information and changing technologies.

Between January 2001 and December 2018, the Saint Paul Police Department made 741,482 traffic stops. Race is based on officers’ perceptions. Fields that include “No Data” could be due to many factors, including technical errors, lack of available information and changing technologies.

Between January 2001 and December 2018, the Saint Paul Police Department made 741,482 traffic stops. Race is based on officers’ perceptions. Fields that include “No Data” could be due to many factors, including technical errors, lack of available information and changing technologies.

Between January 2001 and December 2018, the Saint Paul Police Department made 741,482 traffic stops. Race is based on officers’ perceptions. Fields that include “No Data” could be due to many factors, including technical errors, lack of available information and changing technologies.

Between January 2001 and December 2018, the Saint Paul Police Department made 741,482 traffic stops. Race is based on officers’ perceptions. Fields that include “No Data” could be due to many factors, including technical errors, lack of available information and changing technologies.