Run correlation analysis: - Which variable (product quality, competitive pricing, order&billing, or delivery speed) shows the highest
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Run correlation analysis:
- Which variable (product quality, competitive pricing, order&billing, or delivery speed) shows the highest correlation with satisfaction?
- Which variable (product quality, competitive pricing, order&billing, or delivery speed) shows the highest correlation with transaction?
| satisfaction | Transaction | product quality | competitive pricing | order&billing | delivery speed |
| 8.2 | 65.1 | 8.5 | 6.8 | 5.0 | 3.7 |
| 5.7 | 67.1 | 8.2 | 5.3 | 3.9 | 4.9 |
| 8.9 | 72.1 | 9.2 | 4.5 | 5.4 | 4.5 |
| 4.8 | 40.1 | 6.4 | 8.8 | 4.3 | 3.0 |
| 7.1 | 57.1 | 9.0 | 6.8 | 4.5 | 3.5 |
| 4.7 | 50.1 | 6.5 | 8.5 | 3.6 | 3.3 |
| 5.7 | 41.1 | 6.9 | 8.9 | 2.1 | 2.0 |
| 6.3 | 56.1 | 6.2 | 6.9 | 4.3 | 3.7 |
| 7.0 | 56.1 | 5.8 | 9.3 | 4.4 | 4.6 |
| 5.5 | 59.1 | 6.4 | 8.4 | 4.1 | 4.4 |
| 7.4 | 68.1 | 8.7 | 6.8 | 3.8 | 4.0 |
| 6.0 | 53.1 | 6.1 | 8.2 | 3.0 | 3.2 |
| 8.4 | 58.1 | 9.5 | 7.6 | 5.1 | 4.4 |
| 7.6 | 72.1 | 9.2 | 7.1 | 4.5 | 4.2 |
| 8.0 | 62.1 | 6.3 | 8.8 | 4.8 | 5.2 |
| 6.6 | 71.1 | 8.7 | 4.9 | 4.3 | 4.5 |
| 6.4 | 50.1 | 5.7 | 6.2 | 4.2 | 4.5 |
| 7.4 | 58.1 | 5.9 | 8.4 | 5.7 | 4.8 |
| 6.8 | 55.1 | 5.6 | 9.1 | 5.0 | 4.5 |
| 7.6 | 67.1 | 9.1 | 8.4 | 4.5 | 4.4 |
| 5.4 | 50.1 | 5.2 | 8.4 | 3.3 | 3.3 |
| 9.9 | 70.1 | 9.6 | 4.5 | 4.3 | 4.3 |
| 7.0 | 60.1 | 8.6 | 3.7 | 4.8 | 4.0 |
| 8.6 | 65.1 | 9.3 | 6.2 | 6.7 | 4.5 |
| 4.8 | 55.1 | 6.0 | 8.0 | 4.7 | 4.0 |
| 6.6 | 58.1 | 6.4 | 7.1 | 5.6 | 3.9 |
| 6.3 | 70.1 | 8.5 | 4.8 | 5.3 | 4.4 |
| 5.4 | 55.1 | 7.0 | 9.0 | 4.3 | 3.7 |
| 6.3 | 70.1 | 8.5 | 4.8 | 5.7 | 4.4 |
| 5.4 | 52.1 | 7.6 | 7.7 | 4.7 | 3.5 |
| 6.1 | 44.1 | 6.9 | 5.2 | 3.7 | 3.3 |
| 6.4 | 51.1 | 8.1 | 6.6 | 3.0 | 3.0 |
| 5.4 | 44.1 | 6.7 | 9.2 | 3.5 | 3.4 |
| 7.3 | 62.1 | 8.0 | 8.7 | 4.7 | 4.2 |
| 6.3 | 54.1 | 6.7 | 8.4 | 2.5 | 3.5 |
| 5.4 | 51.1 | 8.7 | 5.6 | 3.1 | 2.5 |
| 7.1 | 57.1 | 9.0 | 6.8 | 3.9 | 3.5 |
| 8.7 | 77.1 | 9.6 | 7.7 | 5.2 | 4.9 |
| 7.6 | 65.1 | 8.2 | 9.0 | 4.7 | 4.5 |
| 6.0 | 53.1 | 6.1 | 8.2 | 4.5 | 3.2 |
| 7.0 | 61.1 | 8.3 | 9.1 | 4.6 | 3.9 |
| 7.6 | 61.1 | 9.4 | 8.5 | 4.1 | 4.1 |
| 8.9 | 72.1 | 9.3 | 7.4 | 4.6 | 4.3 |
| 7.6 | 55.1 | 5.1 | 5.9 | 4.9 | 4.5 |
| 5.5 | 65.1 | 8.0 | 5.2 | 4.3 | 4.7 |
| 7.4 | 58.1 | 5.9 | 8.4 | 5.2 | 4.8 |
| 7.1 | 67.1 | 8 | 3.8 | 5.0 | 3.5 |
| 7.6 | 60.1 | 5.7 | 8.2 | 6.5 | 5.2 |
| 8.7 | 67.1 | 9.9 | 6.8 | 4.5 | 3.9 |
| 8.6 | 61.1 | 7.9 | 4.7 | 4.1 | 4.3 |
| 5.4 | 48.1 | 6.7 | 7.2 | 4.0 | 2.8 |
| 5.7 | 67.1 | 8.2 | 5.3 | 4.5 | 4.9 |
| 8.7 | 66.1 | 9.4 | 6.3 | 4.7 | 4.6 |
| 6.1 | 44.1 | 6.9 | 5.2 | 3.2 | 3.3 |
| 7.3 | 62.1 | 8.0 | 8.7 | 4.9 | 4.2 |
| 7.7 | 59.1 | 9.3 | 7.4 | 4.1 | 3.4 |
| 9.0 | 74.1 | 7.4 | 9.6 | 5.7 | 5.5 |
| 8.2 | 58.1 | 7.6 | 4.4 | 4.6 | 4.0 |
| 7.1 | 67.1 | 8 | 3.8 | 3.7 | 3.5 |
| 7.9 | 61.1 | 9.9 | 5.4 | 5.6 | 4.0 |
| 6.6 | 71.1 | 8.7 | 4.9 | 5.4 | 4.5 |
| 8.0 | 63.1 | 8.4 | 6.7 | 2.7 | 3.6 |
| 6.3 | 44.1 | 8.8 | 5.8 | 4.4 | 2.9 |
| 6.0 | 47.1 | 7.7 | 6.2 | 3.3 | 2.6 |
| 5.4 | 48.1 | 6.6 | 7.2 | 3.5 | 2.8 |
| 7.6 | 60.1 | 5.7 | 8.2 | 4.7 | 5.2 |
| 6.4 | 50.1 | 5.7 | 6.2 | 5.0 | 4.5 |
| 6.1 | 48.1 | 5.5 | 6.0 | 4.5 | 4.3 |
| 5.2 | 51.1 | 7.5 | 7.6 | 4.0 | 3.4 |
| 6.6 | 58.1 | 6.4 | 7.1 | 4.7 | 3.9 |
| 7.6 | 67.1 | 9.1 | 8.4 | 5.4 | 4.4 |
| 5.8 | 43.1 | 6.7 | 5.0 | 2.9 | 3.1 |
| 7.9 | 66.1 | 6.5 | 8.7 | 4.6 | 4.6 |
| 8.6 | 66.1 | 9.9 | 6.8 | 4.1 | 3.9 |
| 8.2 | 65.1 | 8.5 | 6.8 | 4.4 | 3.7 |
| 7.1 | 63.1 | 9.9 | 4.9 | 3.1 | 3.8 |
| 6.4 | 49.1 | 7.6 | 7.4 | 4.5 | 3.9 |
| 7.6 | 61.1 | 9.4 | 8.5 | 4.3 | 4.1 |
| 8.9 | 72.1 | 9.3 | 4.6 | 5.2 | 4.6 |
| 5.7 | 44.1 | 7.1 | 7.8 | 2.6 | 2.7 |
| 7.1 | 63.1 | 9.9 | 4.9 | 3.2 | 3.8 |
| 7.4 | 68.1 | 8.7 | 6.8 | 4.3 | 4.0 |
| 6.6 | 53.1 | 8.6 | 6.3 | 2.7 | 3.0 |
| 5.0 | 37.1 | 6.4 | 8.4 | 2.0 | 1.6 |
| 8.2 | 52.1 | 7.7 | 5.9 | 4.7 | 4.3 |
| 5.2 | 51.1 | 7.5 | 7.6 | 3.4 | 3.4 |
| 5.2 | 48.1 | 5.0 | 8.2 | 2.4 | 3.1 |
| 8.2 | 52.1 | 7.7 | 5.9 | 5.1 | 4.3 |
| 7.3 | 59.1 | 9.1 | 8.3 | 4.6 | 3.9 |
| 8.2 | 59.1 | 5.5 | 6.3 | 5.5 | 4.9 |
| 7.4 | 58.1 | 9.1 | 7.3 | 4.4 | 3.3 |
| 4.8 | 51.1 | 7.1 | 9.9 | 2.0 | 2.4 |
| 7.6 | 72.1 | 9.2 | 7.1 | 4.4 | 4.2 |
| 8.9 | 72.1 | 9.3 | 4.6 | 4.8 | 4.6 |
| 7.7 | 59.1 | 9.3 | 7.4 | 3.6 | 3.4 |
| 7.3 | 50.1 | 8.6 | 6.7 | 4.9 | 3.6 |
| 6.3 | 48.1 | 7.4 | 7.2 | 4.2 | 3.7 |
| 5.4 | 51.1 | 8.7 | 5.6 | 3.1 | 2.5 |
| 6.4 | 61.1 | 7.8 | 7.9 | 4.3 | 3.9 |
| 6.4 | 57.1 | 7.9 | 9.7 | 3.4 | 3.5 |
| 5.4 | 52.1 | 7.6 | 7.7 | 3.1 | 3.5 |
| 8.7 | 71.1 | 9.2 | 7.3 | 5.1 | 4.2 |
| 6.1 | 59.1 | 7.7 | 7.7 | 4.0 | 3.7 |
| 8.4 | 58.1 | 9.5 | 7.6 | 5.6 | 4.4 |
| 7.9 | 66.1 | 6.5 | 8.7 | 5.0 | 4.6 |
| 7.0 | 61.1 | 8.3 | 9.1 | 4.2 | 3.9 |
| 8.7 | 77.1 | 9.6 | 7.7 | 4.4 | 4.9 |
| 7.9 | 62.1 | 5.9 | 8.4 | 5.8 | 5.4 |
| 7.1 | 61.1 | 8.7 | 3.8 | 4.6 | 4.2 |
| 5.8 | 43.1 | 6.7 | 5.0 | 3.8 | 3.1 |
| 8.4 | 66.1 | 9.7 | 6.7 | 3.7 | 4.1 |
| 7.1 | 69.1 | 8.8 | 6.7 | 4.0 | 3.9 |
| 7.6 | 65.1 | 8.2 | 9.0 | 4.5 | 4.5 |
| 7.3 | 65.1 | 8.9 | 8.2 | 4.2 | 4.2 |
| 8.0 | 63.1 | 8.4 | 6.7 | 4.0 | 3.6 |
| 6.1 | 59.1 | 7.7 | 7.7 | 5.1 | 3.7 |
| 8.7 | 71.1 | 9.2 | 7.3 | 4.2 | 4.2 |
| 5.8 | 46.1 | 7.3 | 8.0 | 2.8 | 2.9 |
| 6.4 | 45.1 | 9.0 | 6.0 | 3.3 | 3.1 |
| 6.4 | 51.1 | 8.1 | 6.6 | 2.6 | 3.0 |
| 9.0 | 74.1 | 7.4 | 9.6 | 5.7 | 5.5 |
| 6.4 | 57.1 | 7.9 | 9.7 | 4.8 | 3.5 |
| 6.0 | 47.1 | 7.7 | 6.2 | 3.2 | 2.6 |
| 8.7 | 66.1 | 9.4 | 6.3 | 5.8 | 4.6 |
| 5.0 | 52.1 | 7.2 | 8 | 3.2 | 2.5 |
| 7.4 | 54.1 | 8.3 | 5.3 | 4.1 | 3.1 |
| 8.6 | 61.1 | 7.9 | 4.7 | 4.6 | 4.3 |
| 5.8 | 46.1 | 7.3 | 8.0 | 3.3 | 2.9 |
| 9.8 | 70.1 | 9.6 | 4.5 | 4.4 | 4.3 |
| 4.8 | 47.1 | 8.3 | 5.2 | 1.2 | 2.1 |
| 7.0 | 60.1 | 8.6 | 3.7 | 5.0 | 4.0 |
| 5.5 | 65.1 | 8.0 | 5.2 | 4.6 | 4.7 |
| 5.0 | 37.1 | 6.4 | 8.4 | 2.4 | 1.6 |
| 6.0 | 53.1 | 6.6 | 8.2 | 4.3 | 3.3 |
| 8.0 | 51.1 | 7.6 | 5.8 | 3.6 | 4.2 |
| 7.9 | 75.1 | 9.4 | 7.6 | 5.1 | 4.4 |
| 4.8 | 47.1 | 8.3 | 5.2 | 1.8 | 2.1 |
| 6.4 | 61.1 | 7.8 | 7.9 | 4.1 | 3.9 |
| 4.8 | 51.1 | 7.1 | 9.9 | 2.8 | 2.4 |
| 6.4 | 49.1 | 7.6 | 7.4 | 4.4 | 3.9 |
| 6.8 | 55.1 | 5.6 | 9.1 | 4.5 | 4.5 |
| 7.9 | 61.1 | 9.9 | 5.4 | 4.0 | 4.0 |
| 8.9 | 72.1 | 9.2 | 4.5 | 4.2 | 4.5 |
| 7.4 | 72.1 | 9.1 | 7.3 | 4.5 | 4.2 |
| 7.0 | 66.1 | 9.9 | 3.8 | 3.8 | 3.5 |
| 7.0 | 66.1 | 9.9 | 3.8 | 4.1 | 3.5 |
| 6.0 | 53.1 | 6.6 | 8.2 | 4.6 | 3.3 |
| 7.4 | 58.1 | 9.1 | 7.3 | 3.7 | 3.3 |
| 7.6 | 55.1 | 5.1 | 5.9 | 5.1 | 4.5 |
| 4.8 | 55.1 | 6.0 | 8.0 | 4.3 | 4.0 |
| 7.3 | 65.1 | 8.9 | 8.2 | 5.0 | 4.2 |
| 6.3 | 56.1 | 6.2 | 6.9 | 4.0 | 3.7 |
| 5.0 | 52.1 | 7.2 | 8 | 3.0 | 2.5 |
| 7.1 | 69.1 | 8.8 | 6.7 | 4.1 | 3.9 |
| 6.3 | 55.1 | 6.3 | 8.4 | 4.4 | 3.4 |
| 6.8 | 61.1 | 9.7 | 4.8 | 4.0 | 3.6 |
| 5.2 | 48.1 | 5.0 | 8.2 | 3.7 | 3.1 |
| 6.3 | 48.1 | 7.4 | 7.2 | 4.0 | 3.7 |
| 6.1 | 48.1 | 5.5 | 6.0 | 4.3 | 4.3 |
| 7.3 | 59.1 | 9.1 | 8.3 | 4.6 | 3.9 |
| 5.4 | 44.1 | 6.7 | 9.2 | 3.7 | 3.4 |
| 8.0 | 62.1 | 6.3 | 8.8 | 6.4 | 5.2 |
| 7.4 | 54.1 | 8.3 | 5.3 | 3.6 | 3.1 |
| 7.3 | 53.1 | 8.2 | 5.2 | 4.7 | 3.0 |
| 7.3 | 53.1 | 8.2 | 5.2 | 4.0 | 3.0 |
| 6.4 | 45.1 | 9.0 | 6.0 | 4.3 | 3.1 |
| 5.7 | 44.1 | 7.1 | 7.8 | 3.6 | 2.7 |
| 5.7 | 41.1 | 6.9 | 8.9 | 2.7 | 2.0 |
| 6.6 | 53.1 | 8.6 | 6.3 | 4.0 | 3.0 |
| 6.3 | 54.1 | 6.7 | 8.4 | 3.8 | 3.5 |
| 5.4 | 55.1 | 7.0 | 9.0 | 3.3 | 3.7 |
| 7.4 | 59.1 | 9.7 | 5.2 | 4.5 | 3.8 |
| 8.6 | 66.1 | 9.9 | 6.8 | 5.0 | 3.9 |
| 7.3 | 50.1 | 8.6 | 6.7 | 4.8 | 3.6 |
| 6.3 | 55.1 | 6.3 | 8.4 | 2.8 | 3.4 |
| 8.7 | 67.1 | 9.9 | 6.8 | 4.3 | 3.9 |
| 8.6 | 65.1 | 9.3 | 6.2 | 4.0 | 4.5 |
| 8.4 | 66.1 | 9.7 | 6.7 | 4.9 | 4.1 |
| 7.4 | 59.1 | 9.7 | 5.2 | 4.6 | 3.8 |
| 9.9 | 70.1 | 9.6 | 4.5 | 4.0 | 4.3 |
| 8.0 | 51.1 | 7.6 | 5.8 | 4.4 | 4.2 |
| 7.9 | 75.1 | 9.4 | 7.6 | 4.7 | 4.4 |
| 9.8 | 70.1 | 9.6 | 4.5 | 4.6 | 4.3 |
| 8.9 | 72.1 | 9.3 | 7.4 | 4.4 | 4.3 |
| 6.8 | 61.1 | 9.7 | 4.8 | 4.7 | 3.6 |
| 7.4 | 72.1 | 9.1 | 7.3 | 6.0 | 4.2 |
| 4.7 | 50.1 | 6.5 | 8.5 | 4.3 | 3.3 |
| 5.4 | 48.1 | 6.6 | 7.2 | 3.2 | 2.8 |
| 7.0 | 56.1 | 5.8 | 9.3 | 5.9 | 4.6 |
| 7.1 | 61.1 | 8.7 | 3.8 | 5.5 | 4.2 |
| 6.3 | 44.1 | 8.8 | 5.8 | 3.8 | 2.9 |
| 5.5 | 59.1 | 6.4 | 8.4 | 4.0 | 4.4 |
| 5.4 | 48.1 | 6.7 | 7.2 | 2.9 | 2.8 |
| 5.4 | 50.1 | 5.2 | 8.4 | 4.3 | 3.3 |
| 4.8 | 40.1 | 6.4 | 8.8 | 3.6 | 3.0 |
| 8.2 | 58.1 | 7.6 | 4.4 | 4.4 | 4.0 |
| 7.9 | 62.1 | 5.9 | 8.4 | 6.0 | 5.4 |
| 8.6 | 66.1 | 9.7 | 6.8 | 4.4 | 4.2 |
| 8.2 | 59.1 | 5.5 | 6.3 | 5.9 | 4.9 |
| 8.6 | 66.1 | 9.7 | 6.8 | 4.3 | 4.2 |
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