CRIME STATISTICS OF HOUSTON POLICE DEPARTMENT Shravya Bommi Sushma Paladugu Manoj Karnati Bhardawaj Vana Nikilesh.

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Presentation transcript:

CRIME STATISTICS OF HOUSTON POLICE DEPARTMENT Shravya Bommi Sushma Paladugu Manoj Karnati Bhardawaj Vana Nikilesh

The mission of the Houston Police Department is to enhance the quality of life in the city of Houston.

Crime Prevention Reactive: - Reacting after the crime. - Does not stop the crime. - Does not address the cause of crime. Pro active: - Examine crime trends. - Analyze and work towards prevention.

Primary Purpose In order to encourage and improvise the pro active method of crime prevention.

Raw data of January, 2015.

Raw data for population and House hold income

Dimensions involved: Hour Date Month Quarter Premise Block number Street name Beat code Offense ID Offence Type TIME LOCATIONOFFENSE

Data cube

Snow Flake Schema

Possible Reports Reports based on Location Premise Beat code Reports based on Time Weekday Vs weekend On holidays On event day ( Sequence pattern) What is the worst time of day? Reports based on external data Household Income Vs Crime rate Population density Vs Crime rate

Expected Report Income Vs Crime

Thank You