Real Estate Valuation

Webpage: https://archive.ics.uci.edu/dataset/477/real+estate+valuation+data+set

real_estate <- fetch_ucirepo(id = 477)
real_estate_data <- real_estate$data$original

dim(real_estate_data)
head(real_estate_data)

• Number of features: 6
• Number of targets: 1
• Number of observations: 414
• Response variable: Y house price of unit area
• Topic: housing valuation in New Taipei City
• Parsing / encoding: convert X1 transaction date from its decimal-year format into a more interpretable time representation if needed