Case study
Regression
| Dine In (1)/Take Out (2) | Satisfaction with Service | Satisfaction with Food | Overall Satisfaction | Driving Distance to Restaurant | Total Bill |
| 1 | 4 | 4 | 4 | 5 | 10 |
| 1 | 2 | 3 | 3 | 5 | 15 |
| 1 | 3 | 3 | 3 | 10 | 10 |
| 1 | 5 | 5 | 5 | 12 | 15 |
| 2 | 3 | 4 | 3 | 10 | 25 |
| 2 | 2 | 4 | 3 | 15 | 25 |
| 2 | 3 | 4 | 3 | 10 | 26 |
| 1 | 4 | 3 | 3 | 16 | 27 |
| 2 | 3 | 3 | 3 | 2 | 25 |
| 1 | 2 | 3 | 2 | 10 | 26 |
| 2 | 1 | 3 | 2 | 15 | 20 |
| 2 | 2 | 2 | 2 | 10 | 20 |
| 1 | 5 | 4 | 4 | 12 | 20 |
| 1 | 4 | 5 | 4 | 16 | 20 |
| 1 | 4 | 5 | 4 | 18 | 20 |
| 1 | 3 | 4 | 3 | 20 | 27 |
| 1 | 4 | 3 | 4 | 18 | 28 |
| 2 | 3 | 4 | 3 | 20 | 28 |
| 2 | 3 | 4 | 3 | 16 | 28 |
| 1 | 4 | 5 | 4 | 7 | 12 |
| 2 | 4 | 5 | 4 | 9 | 20 |
| 1 | 2 | 3 | 3 | 10 | 24 |
| 2 | 3 | 5 | 4 | 6 | 26 |
| 2 | 3 | 4 | 3 | 10 | 28 |
| 1 | 3 | 4 | 3 | 9 | 27 |
| 2 | 4 | 5 | 4 | 8 | 24 |
| 2 | 3 | 3 | 3 | 10 | 22 |
| 1 | 4 | 4 | 4 | 6 | 23 |
| 2 | 3 | 4 | 4 | 10 | 25 |
| 1 | 4 | 5 | 4 | 10 | 20 |
| 2 | 2 | 3 | 2 | 15 | 20 |
| 2 | 2 | 2 | 2 | 16 | 20 |
| 1 | 4 | 4 | 4 | 18 | 20 |
| 2 | 3 | 2 | 3 | 16 | 20 |
| 2 | 3 | 3 | 3 | 14 | 25 |
| 1 | 3 | 3 | 3 | 20 | 22 |
| 1 | 3 | 3 | 3 | 16 | 23 |
| 1 | 4 | 5 | 4 | 17 | 28 |
| 2 | 3 | 3 | 3 | 16 | 23 |
| 2 | 3 | 4 | 3 | 5 | 15 |
| 1 | 4 | 4 | 4 | 10 | 28 |
| 2 | 3 | 3 | 3 | 6 | 24 |
| 2 | 2 | 3 | 2 | 10 | 27 |
| 1 | 3 | 3 | 3 | 6 | 26 |
| 2 | 4 | 4 | 4 | 7 | 28 |
| 1 | 2 | 3 | 2 | 6 | 24 |
| 2 | 4 | 5 | 4 | 8 | 22 |
| 1 | 4 | 5 | 4 | 6 | 23 |
| 1 | 5 | 5 | 5 | 8 | 20 |