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 |