Project 2

Group

  • Alchemy

Data Description

  • Income, Age, Marriage, Mortgage, Home Equity Loan & Demographics

Data Source

Analysis Questions

  • How does the ratio between male and female correlate to divorce rates?
  • How does wealth correlate with divorce rates?
  • What are the ten wealthiest area codes in the US?
  • Is rent directly proportional to income in any particular area code or state?
  • Do high school degrees correlate with less debt?
  • Do college degrees correlate with less debt?
  • Do more high school degrees correlate with higher rent?
  • Is rent correlated with water prices in any given area?
  • Are debt and home ownership correlated?
  • Does a larger population mean more higher rent?

Technology Stack:

  • Apache Spark
  • Spark SQL
  • YARN
  • HDFS and/or S3
  • Scala
  • Git + GitHub
  • Microsoft Excel
  • Python - Seaborn