data science analytics project
TRANSCRIPT
Philly CrimeJustin, Jack, Fran, Taher
Fluctuations of Crime in PhiladelphiaAre you most likely to be the victim of a crime at 4pm on a Tuesday in August?
Do time of day and season affect your chances of being a victim of a crime?
When is the most dangerous time of year in Philadelphia?
What is the safest time of day in Philadelphia?
Philly Data
●The Philadelphia Police Department records all its incidents and displays them publicly
●The data consists of every recorded crime that occurred in Philadelphia from 2012-2014
●Key elements include: Type of Crime, time of year/day and location
Conclusion● Peak hours of criminal activity is at 4pm on any given
day
- Lowest point is around 5-6 am
- Between midnight and 6am saturdays and sundays experience more activity
- Weekdays experience more activity during the day
- Overall the highest activity point is around 4pm on a weekday
● Higher chance of being a victim of some crime in the summer rather than winter
- Mid-August has the highest rate of crimes
- End of February has the lowest rate of crimes
Refrenceshttps://www.opendataphilly.org/dataset/crime-incidents
Year to Date Part I Crime Incidents
2012-2014 Part I & II Crime Incidents