bill: Wealth, age and region of 225 billionaires in 1992 as...

In ipsRdbs: Introduction to Probability, Statistics and R for Data-Based Sciences

Wealth, age and region of 225 billionaires in 1992 as reported in the Fortune magazine

Description

Wealth, age and region of 225 billionaires in 1992 as reported in the Fortune magazine

Usage

bill

Format

A data frame with 225 rows and three columns:

wealth

Wealth in billions of US dollars

age

Age of the billionaire

region

five regions:Asia, Europe, Middle East, United States, and Other

Source

Fortune magazine 1992.

Examples

head(bill)
summary(bill)
table(bill$region)
levels(bill$region)  
levels(bill$region) <- c("Asia", "Europe", "Mid-East", "Other", "USA")
bill.wealth.ge5 <- bill[bill$wealth>5, ]
bill.wealth.ge5 
bill.region.A <-  bill[ bill$region == "A", ]
bill.region.A
a <-  seq(1, 10, by =2) 
oddrows <- bill[a, ]
barplot(table(bill$region), col=2:6)
hist(bill$wealth) # produces a dull looking plot
hist(bill$wealth, nclass=20)  # produces a more detailed plot.
hist(bill$wealth, nclass=20, xlab="Wealth", 
main="Histogram of wealth of billionaires")  
# produces a more informative plot.
plot(bill$age, bill$wealth)  # A very dull plot.
plot(bill$age, bill$wealth, xlab="Age", ylab="Wealth", pch="*")  # better
plot(bill$age, bill$wealth, xlab="Age", ylab="Wealth", type="n")
# Lays the plot area but does not plot.
text(bill$age, bill$wealth, labels=bill$region, cex=0.7, col=2:6)
# Adds the points to the empty plot.
# Provides a better looking plot with more information.
boxplot(data=bill, wealth ~ region, col=2:6)
tapply(X=bill$wealth, INDEX=bill$region, FUN=mean)
tapply(X=bill$wealth, INDEX=bill$region, FUN=sd)
round(tapply(X=bill$wealth, INDEX=bill$region, FUN=mean), 2)
library(ggplot2)
gg <- ggplot2::ggplot(data=bill, aes(x=age, y=wealth)) +
geom_point(aes(col=region, size=wealth)) + 
geom_smooth(method="loess", se=FALSE) + 
xlim(c(7, 102)) + 
ylim(c(1, 37)) + 
labs(subtitle="Wealth vs Age of Billionaires", 
y="Wealth (Billion US $)", x="Age", 
title="Scatterplot", caption = "Source: Fortune Magazine, 1992.")
plot(gg)

ipsRdbs documentation built on May 29, 2024, 4:15 a.m.