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Generate fake data Write a Python notebook that generates a file containing the following data: •Email addresses •Phone numbers •Home Address •Person's name •Year born. Use realistic values. •Number of kids. Use realistic values. •Categorical variable: rent or own? •Annual income. Optional challenge: Use a non-uniform distribution •Number of speeding tickets in past year. Optional challenge: Use a non-uniform distribution User of your notebook should be able to specify how many entities are to be generated. Generate data in 2 of the following 3 formats: XML, CSV, or JSON. Your choice! Order of columns in CSV is not relevant.