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Time-Usage-with-Scala-and-Spark

observe how do people allocate their time between three kinds of activities.

The dataset is provided by Kaggle and is documented here: https://www.kaggle.com/bls/american-time-use-survey

Our goal is to identify three groups of activities:

  • primary needs (sleeping and eating),
  • work,
  • other (leisure).
working sex age primaryNeeds work other
not working female active 12.4 0.5 10.8
not working female elder 10.9 0.4 12.4
not working female young 12.5 0.2 11.1
not working male active 11.4 0.9 11.4
not working male elder 10.7 0.7 12.3
not working male young 11.6 0.2 11.9
working female active 11.5 4.2 8.1
working female elder 10.6 3.9 9.3
working female young 11.6 3.3 8.9
working male active 10.8 5.2 7.8
working male elder 10.4 4.8 8.6
working male young 10.9 3.7 9.2

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