Crimes reported in Abilene, Texas
Data used in Exercise 1.23 and 2.79
Abilene
A data frame/tibble with 16 observations on three variables
a character variable with values Aggravated
assault
, Arson
, Burglary
, Forcible rape
, Larceny
theft
, Murder
, Robbery
, and Vehicle theft
.
a factor with levels 1992
and 1999
number of reported crimes
Uniform Crime Reports, US Dept. of Justice.
Kitchens, L. J. (2003) Basic Statistics and Data Analysis. Pacific Grove, CA: Brooks/Cole, a division of Thomson Learning.
par(mfrow = c(2, 1)) barplot(Abilene$number[Abilene$year=="1992"], names.arg = Abilene$crimetype[Abilene$year == "1992"], main = "1992 Crime Stats", col = "red") barplot(Abilene$number[Abilene$year=="1999"], names.arg = Abilene$crimetype[Abilene$year == "1999"], main = "1999 Crime Stats", col = "blue") par(mfrow = c(1, 1)) ## Not run: library(ggplot2) ggplot2::ggplot(data = Abilene, aes(x = crimetype, y = number, fill = year)) + geom_bar(stat = "identity", position = "dodge") + theme_bw() + theme(axis.text.x = element_text(angle = 30, hjust = 1)) ## End(Not run)
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