Chapter 7 Day of Crime

We examine the days in which Crime has occurred and create a bar plot.

LACrime$DayOfCrime =  wday(mdy(LACrime$DateOccurred),label = TRUE)

LACrime %>%
  group_by(DayOfCrime) %>%
  summarise(CountIncidents = n()) %>%
  mutate(DayOfCrime = reorder(DayOfCrime,CountIncidents)) %>%
  
  ggplot(aes(x = DayOfCrime,y = CountIncidents)) +
  geom_bar(stat='identity',colour="white", fill =fillColor2) +
  geom_text(aes(x = DayOfCrime, y = 1, label = paste0("(",CountIncidents,")",sep="")),
            hjust=0, vjust=.5, size = 4, colour = 'black',
            fontface = 'bold') +
  labs(x = 'Day Of Crime', y = 'Count of Incidents', 
       title = 'Count of Incidents') +
  coord_flip() + 
  theme_bw()

We observe that Friday has the highest crimes.