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Data Safari (Site Meta Data (CRIME RAPSHEET (amount of robberies, amount…
Data Safari
Site Meta Data
amount of customers at site per
timespan
retail numbers
value of assets
retail sales
petrol sales
no. of employees
peak business hours
CRIME RAPSHEET
amount of robberies
amount of burglaries
vandalism
how often reporting
Risk is connected to
crime levels
reported crimes in location
polulation density
amt. of drug crime
robbery types
organised?
homicide rate
retailers
average hours worked per day
experience
highest level of education completed
age
gender
role of retailers in preventing crime
study of their behavior
Future Scenarios
Hologram Greet
Cashless
facial recognition
CCTV instore
Bodycam
ex-robber analyses risk of set of petrolstations with google glass and go pro + narration
Customers
Retail Station Customer Experience
feeling of safety
experience of environment
experience of security
Media
Economic Compusive?
drug related?
conviction
data miner
Valuable data
Victim
perpetrators
ex robber
police
words spoken
Stakeholders
roles
rights
obligations
what actually happens in practise
national crime statistics
Germany
BKA
National
yearly booklet "Police Crime Statistic"
state level
conviction rates
CH
AT
Academia
what are the data gaps in academia
what does academia want to further the study of retail security
How does retail crime end?
how are individuals caught
how are they convicted
Shell Data "what do we have"
Data Future / Database
Urban Site vs. Rural Site