This is a dataset analysis run on the survey fivethirtyeight provided in their repository.
While the authors themselves mainly just elaborated if couples would sleep in separated beds and the reason for this choice given by the interviewers themselves, this research focuses if a tendency of sleeping separated can be derived based on the given set of features
The evaluation is completely run in a Jupyter environment. Please ensure the following python packages are installed in order to ensure a smooth operation:
| Plugin | Version |
|---|---|
| Pandas | 1.4.4 |
| Numpy | 1.21.5 |
| Matplotlib | 3.5.2 |
| Sklearn | 1.0.2 |
Note: it probably should work fine with other packages versions too but a successfull run has only been verified with this configuration on a Windows 11 system with Python 3.9.13
To run the evaluation, run the notebook on your prefered way. One option is by calling in a terminal
jupyter notebook evaluation.ipynb
Code and documentation copyright 2023 the Frank Alexander Ihle. Code released under the MIT License. Docs released under Creative Commons.