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corelogic-on-greatlakes's Issues

Data cleaning

  • how to remove non-numerical values from a string variable to convert it to type integer/double
  • how to remove rows with missing values
  • how to fill in rows with missing values based on information in other columns
  • how are the deeds, foreclosure and tax data different? linking the three files by parcel number to observe properties over time

Data analytics

  • plot histogram of mortgage, sale values
  • calculate total sales per state
  • total $ sales per state,
  • total $ sales per year
  • total transactions
  • total missing values
  • total rows with missing data
  • spatial and temporal coverage (state by year, county by year)
  • distribution over space and time (histograms?)
  • how are the deed, tax and foreclosure data different?

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