Analyse Dataset for cleanup and classification
Take a loot at the data using plots, find data entries that seem out of place. In this plot for example we see that the entries to the left seem out of place, look for stuff like that.
Also analyse when people are usually going to sleep, we have the plots for that, use them. We want to know when they usually go to sleep/wake up on specific weekdays. Use boxplots and scatterplots. And take a closer look. If you look at monday here for example, you would assume that he always stays awake until 23. But if you take a look at every monday, you see that is mostly that one time he stayed up for that long. Make sure you mind stuff like that.
Write down your findings with the plots you used so you can present them to the other members. People are going to be assigned IDs for which they have to do this task.
- @ps07579 should work on the IDs: 3R2AIID59K, 7PJZFSF48Z, A9084RDPH7
- @jh01786 should work on the IDs: CP2KHYPU9U, F8RCEMA8C3
- @es13208 should work on the IDs: FJAKB475MH, H0LWC9CMFE
- @ei13243 should work on the IDs: HIZPLEGXBB, L96KO93CYI
- @ap04811 should work on the IDs: NOCIRJ34TH, PNVEF3SYBB
- @qw04912 should work on the IDs: U8SNU9WR4C, YNOH9S0VDI