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1.04 Activity 1

Refer to the file files_for_activities/file1.csv for this exercise.

  1. Load data (file1.csv) in a new Jupyter notebook.
  2. Write the code to clean the columns 'ic4' and 'ic5' of null values in the dataframe.
  3. Use the head() to check the new dataframe.

Debate

  1. Is it better to fill null values with the mean or with the median?
  2. Can we drop all rows with null values?