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Extracting model statistics tidily

In this exercise, you will use the tidy() and glance() functions to extract information from algeria_model in a tidy manner.

For a linear model, tidy() extracts the model coefficients while glance() returns the model statistics such as the \(R^2\).

This exercise is part of the course

Machine Learning in the Tidyverse

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Exercise instructions

  • Extract the coefficient information as a tidy data frame of the algeria_model using tidy().
  • Extract the model statistics of algeria_model using glance().

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

library(broom)

# Extract the coefficients of the algeria_model as a data frame
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# Extract the statistics of the algeria_model as a data frame
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