Practices

1. Football Player Data 🎯

The data is of ten hypothetical soccer players, their sleep duration, sleep quality, soreness, stress, as well as GPS metrics such as total distance, acceleration count, deceleration count, max acceleration, max deceleration, and max speed.

Player workout routine data

TODO

Using your knowledge of data cleaning, clean this dataset by...

  • Saving a copy of the dataset for this exercise.
  • Handling all missing values.
  • Fixing the duplicates data for each player.
  • Using other data cleaning techniques you've learnt.

Submission

You are required to submit documentation for practice exercises over the course of the term. Each one will count for 1/10 of your practice grade, or 2% of your overall grade.

  • Practice exercises will be graded for completion not correctness.
  • You have to document that you did the work, but we won't be checking if you got it right.
  • You MUST attempt the quiz Practices - Intro to DS on Gradescope after the exercise to get the grade for this exercise.

Your log will count for credit as long as it:

  • is accessible to your instructor, and
  • shows your own work.