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Exercise

Creating boxplots

Let's get back to our heroes dataset. As we previously discovered, the BMI index is in average much higher for villains than for good characters (taking into account only Marvel and DC publishers). Your task is to plot the corresponding distributions of BMI indices using boxplots.

Tip: to select rows in a DataFrame, for which a specific column follows a certain condition, use this expression dataframe[condition for column_name] (e.g. heroes[heroes['Alignment'] == 'good'] selects rows that have a 'good' Alignment in the heroes dataset).

Instructions 1/3

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  • 1

    Create a boxplot of BMI indices for good and bad sides.

  • 2

    Select rows from heroes for which the BMI index is smaller than 1000.

  • 3

    Create a new boxplot of BMI indices for good and bad sides using heroes_filtered.