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A showcase of some basic data-cleaning steps in R, generating a more usable dataset.

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Data-Cleaning-In-R

This is a showcase of some basic data-cleaning steps in R, generating a more usable and readable dataset.

Project Goals

  • Clean inconsisent data
  • Create a table of the school types
  • Detect and remove obvious outliers
  • Use linear regression to interpolate missing data values
  • Createa linear model and show how well it fits the data
  • Show summary statistics
  • Show the high school records that were missing GPA's with their predicted values

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A showcase of some basic data-cleaning steps in R, generating a more usable dataset.

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