housing-and-income.csv

The data in housing-and-income.csv include data on house prices and household incomes for \(n=42\) cities in the United States. The data, collated by Construction Coverage, come from the U.S. Census Bureau’s American Community Survey and Zillow’s Zillow Home Value Index.

The attributes included in the data are:

city: City name
state: State
house_income_ratio: The ratio of median house cost to median household income
median_house_price: Median listing price of the house (in thousands of dollars)
median_income: Median household income (in thousands of dollars)
house_change: 5-year change in the median house price (as a percentage)
greater_30: Percentage of mortgage holders who spend more than 30% of their household income on housing costs annually

# Import data
library(tidyverse)
house <- read_csv(file = "https://raw.githubusercontent.com/zief0002/epsy-5261/main/data/housing-and-income.csv")