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  3. Exploratory Data Analysis in Python

Exercise

Functions for initial exploration

You are researching unemployment rates worldwide and have been given a new dataset to work with. The data has been saved and loaded for you as a pandas DataFrame called unemployment. You've never seen the data before, so your first task is to use a few pandas functions to learn about this new data.

pandas has been imported for you as pd.

Instructions 1/3

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  • 1
    • Use a pandas function to print the first five rows of the unemployment DataFrame.
  • 2
    • Use a pandas function to print a summary of column non-missing values and data types from the unemployment DataFrame.
  • 3
    • Print the summary statistics (count, mean, standard deviation, min, max, and quartile values) of each numerical column in unemployment.