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Statistical Thinking in Python (Part 2)

Run the hidden code cell below to import the data used in the course.

1 hidden cell

Take Notes

Add notes about the concepts you've learned and code cells with code you want to keep.

Add your notes here

# Add your code snippets here

Explore Datasets

Use the DataFrames imported in the first cell to explore the data and practice your skills!

  • Show that the four sets of Anscombe data have the same slope and intercept. Plot the four sets separately and their best fit lines.
  • Investigate whether beak length and beak depth are significantly different across years (beaks_1975 vs beaks_2012) or species (see species column).
  • Pick two continents from literacy_fertility and test the null hypothesis that the country-level female literacy rate is identically distributed between the two continents you've picked.