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Analysis of crime data in downtown Los Angeles

The distribution of crimes

all

As seen, the Skid Row (lower right) area is much worse than the other areas.

Stats

Crime by year

by_year

So the crime number is actually increasing in recent years, but it could be due to better way of reporting crimes.

Crime by month

by_month

Not much difference from month to month

Crime by day of the month

by_day

Not much difference from day to day

Crime by day of the week

by_day

0 is Monday (ref), so Friday and Saturday are slightly worse.

Crime by hour

by_hour

Crime number goes up quickly and remains high during the day