It is better to stay in a single environment from data importing, to analysis, to exporting visualizations because the produced scripts make it easier for others including your future self to replicate and verify your work in the future. Start with the data. It includes race, reasons for the stop, and many other factors. The state of Connecticut collects this information from all police departments but only a handful of them included location-specific information.
Traffic stops case study
The Case For Ending Traffic Stops
During the summer of , the Suffolk County Police Department, with 2, sworn members, faced a series of sniper attacks that prompted a highly concentrated response from the department. On the evening of July 22, , a man and his wife were eating dinner at a windowside table in a Commack, New York, roadside restaurant. Suddenly, a bullet ripped through the window, striking the man and killing him instantly. Fortunately, the attendant was protected from injury by bulletproof glass. Investigating detectives from the Suffolk County Police Department believed one person was responsible for both shootings. In response, Suffolk County police implemented a comprehensive strategy to prevent future incidents, to provide a sense of security and protection to a terrified public, and to develop intelligence through increased police activity. The ultimate goal, of course, was to identify and arrest the offender.
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Is Your Pinterest Traffic Dead – Case Study
Three years ago, an unmarked police car tailed Richard Jackson into an alley behind his home on Chicago's West Side and pulled him over. Jackson, a black Navy veteran, had become used to being stopped by police for what he believed was no reason since returning to Illinois from the military in But this time was different. After an officer ran his driver's license, then said he was free to go, Jackson pointedly asked what he had done wrong.
Lemon Johnson was a passenger in the back seat of a vehicle stopped for a mandatory insurance suspension. A police officer initiated a conversation with Johnson that was unrelated to the reason for the traffic stop. After asking him to exit the car, the officer conducted a pat-down search of Johnson because she was concerned for her safety upon noticing signs that Johnson may have been affiliated with a gang. During the pat-down search, the officer found a gun, which was used as evidence to convict Johnson at trial.