Question: (a) I would like to know if there is a link between the level of annual income (Income) and the number of years our employees
(a) I would like to know if there is a link between the level of annual income ("Income") and the number of years our employees have worked since the age of 16 ("WorkYears"). Historically I suspect that the more years you worked, the higher your Income becomes, but in order to assist us with future budgeting, I'd like to know if this is still the case. Therefore, I'd like you to establish from your sample data if there is any relationship between these two variables.
Data
| Income | WorkYears |
| 156.6 | 14 |
| 51.4 | 25 |
| 81 | 12 |
| 40.4 | 3 |
| 50.4 | 15 |
| 71.4 | 40 |
| 30 | 10 |
| 36 | 10 |
| 121.6 | 15 |
| 76.8 | 15 |
| 62 | 13 |
| 153.2 | 30 |
| 66.6 | 12 |
| 31.6 | 20 |
| 55 | 31 |
| 128.4 | 23 |
| 64 | 20 |
| 53.2 | 43 |
| 66.2 | 7 |
| 21 | 3 |
| 71.4 | 20 |
| 48.6 | 7 |
| 66.6 | 17 |
| 67.6 | 14 |
| 50.4 | 27 |
| 72.2 | 36 |
| 85.4 | 18 |
| 29.4 | 15 |
| 47.4 | 25 |
| 62.6 | 18 |
| 48.2 | 33 |
| 60.6 | 15 |
| 32.8 | 24 |
| 35.8 | 9 |
| 40.8 | 11 |
| 52.6 | 23 |
| 43.2 | 12 |
| 97.4 | 19 |
| 36.8 | 23 |
| 30.8 | 16 |
| 107.4 | 42 |
| 34 | 7 |
| 23 | 1 |
| 35.4 | 14 |
| 23.6 | 18 |
| 65.6 | 22 |
| 32.6 | 3 |
| 89.4 | 13 |
| 151.2 | 23 |
| 100.2 | 20 |
| 55.2 | 9 |
| 72.6 | 7 |
| 60.6 | 16 |
| 83 | 12 |
| 59.6 | 23 |
| 64.4 | 2 |
| 80.4 | 14 |
| 45 | 10 |
| 40.2 | 18 |
| 23.2 | 4 |
| 101.2 | 36 |
| 45 | 23 |
| 113.4 | 27 |
| 31 | 5 |
| 34 | 13 |
| 33 | 27 |
| 86.6 | 18 |
| 44 | 8 |
| 20.4 | 34 |
| 82.6 | 13 |
| 108.4 | 26 |
| 39.6 | 12 |
| 100 | 32 |
| 47.2 | 11 |
| 38.6 | 10 |
| 32 | 6 |
| 36.2 | 4 |
| 43.4 | 15 |
| 78 | 30 |
| 61.8 | 37 |
| 64.6 | 11 |
| 35.8 | 17 |
| 79.6 | 42 |
| 74.4 | 19 |
| 109.2 | 30 |
| 37.6 | 24 |
| 79.2 | 8 |
| 156 | 23 |
| 50.4 | 20 |
| 129 | 21 |
| 57.2 | 21 |
| 123.4 | 25 |
| 70.2 | 12 |
| 41.2 | 20 |
| 27.4 | 15 |
| 81.6 | 35 |
| 39.4 | 27 |
| 54.2 | 21 |
| 78.4 | 8 |
| 42.2 | 17 |
| 56.8 | 8 |
| 30 | 14 |
| 29.2 | 20 |
| 35.6 | 20 |
| 58.4 | 18 |
| 46 | 15 |
| 40 | 8 |
| 46.2 | 25 |
| 53.6 | 18 |
| 38.6 | 8 |
| 20.6 | 6 |
| 33.4 | 20 |
| 31.8 | 9 |
| 51.6 | 45 |
| 47.8 | 10 |
| 37.8 | 16 |
| 72.6 | 10 |
| 116 | 34 |
| 51.4 | 25 |
| 103.6 | 27 |
| 44.2 | 7 |
| 49.6 | 14 |
| 31.2 | 24 |
| 57 | 17 |
| 45 | 24 |
| 76.4 | 8 |
| 40 | 15 |
| 74.6 | 10 |
| 33.4 | 20 |
| 103.6 | 49 |
| 45.4 | 15 |
| 85 | 27 |
| 88.8 | 28 |
| 101 | 20 |
| 163.4 | 36 |
| 110.6 | 20 |
| 32.4 | 10 |
| 85.2 | 12 |
| 84.6 | 16 |
| 69.2 | 10 |
| 45 | 6 |
| 94.2 | 45 |
| 78.2 | 24 |
| 29.8 | 9 |
| 32 | 19 |
| 66.2 | 19 |
| 42.4 | 20 |
| 43.4 | 15 |
| 50.2 | 30 |
| 32.2 | 3 |
| 60.8 | 14 |
| 57.2 | 6 |
| 50.4 | 9 |
| 61.2 | 15 |
| 83 | 26 |
| 54 | 15 |
| 61.8 | 33 |
| 70.2 | 31 |
| 27.8 | 10 |
| 24.2 | 20 |
| 45.4 | 13 |
| 53.4 | 19 |
| 40 | 25 |
| 45.4 | 21 |
| 54.2 | 23 |
| 39.4 | 15 |
| 90.6 | 14 |
| 68 | 12 |
| 115.6 | 22 |
| 66.6 | 20 |
| 90.6 | 30 |
| 76.2 | 32 |
| 29.4 | 7 |
| 71 | 13 |
| 97.2 | 15 |
| 89.6 | 18 |
| 49.4 | 27 |
| 80.2 | 25 |
| 102.8 | 29 |
| 59.8 | 38 |
| 47.4 | 40 |
| 52.8 | 40 |
| 61.6 | 25 |
| 27.2 | 5 |
| 41 | 20 |
| 91.4 | 15 |
| 37.8 | 12 |
| 75.8 | 30 |
| 95.4 | 15 |
| 78 | 27 |
| 64.8 | 11 |
| 62.4 | 21 |
| 53.4 | 26 |
| 32.8 | 13 |
| 52.2 | 13 |
| 26.4 | 22 |
| 77.4 | 8 |
| 23.8 | 35 |
| 118.6 | 30 |
| 84.6 | 18 |
| 53.8 | 11 |
| 37.4 | 24 |
| 46 | 16 |
| 34.6 | 16 |
| 76.6 | 24 |
| 118.6 | 18 |
| 32.6 | 24 |
| 68.8 | 13 |
| 62.8 | 41 |
| 107.6 | 38 |
| 52.8 | 54 |
| 28.8 | 6 |
| 26.8 | 26 |
| 46.2 | 12 |
| 24 | 19 |
| 45.6 | 7 |
| 61.4 | 22 |
| 30.6 | 17 |
| 55.8 | 20 |
| 31 | 21 |
| 54.6 | 20 |
| 91.6 | 24 |
| 75.4 | 24 |
| 59 | 21 |
| 51.8 | 11 |
| 53.6 | 20 |
| 82.4 | 11 |
| 40.8 | 4 |
| 52 | 8 |
| 38 | 42 |
| 26.2 | 20 |
| 46.8 | 11 |
| 38.6 | 16 |
| 22.2 | 4 |
| 27.4 | 20 |
| 125.6 | 19 |
| 50.4 | 22 |
| 42.2 | 10 |
| 73.2 | 25 |
| 58.6 | 11 |
| 38.6 | 30 |
| 64.4 | 14 |
| 87.2 | 22 |
| 56.2 | 20 |
| 20.6 | 13 |
| 50 | 16 |
| 35.6 | 10 |
| 30.8 | 15 |
| 30.6 | 34 |
| 28.8 | 14 |
| 51.8 | 19 |
| 30 | 11 |
| 60.6 | 25 |
| 105.4 | 31 |
| 91.4 | 17 |
| 57.2 | 14 |
| 32.4 | 20 |
| 89.4 | 45 |
| 36.2 | 5 |
| 110 | 45 |
| 55 | 17 |
| 50.4 | 16 |
| 42.8 | 22 |
| 51 | 21 |
| 32.2 | 33 |
| 63.8 | 34 |
| 100.8 | 35 |
| 32.4 | 13 |
| 81.4 | 24 |
| 109.8 | 20 |
| 36.2 | 24 |
| 101.8 | 14 |
| 28.4 | 20 |
| 55.2 | 28 |
| 52.2 | 22 |
| 47.8 | 26 |
| 116 | 48 |
| 54 | 23 |
| 66 | 35 |
| 34.2 | 15 |
| 53.2 | 20 |
| 33.6 | 27 |
| 52 | 10 |
| 41.6 | 9 |
| 42.6 | 28 |
| 46.8 | 9 |
| 82.4 | 16 |
| 41.6 | 19 |
| 78.4 | 20 |
| 103.2 | 12 |
| 56.2 | 25 |
| 55 | 29 |
| 38 | 16 |
| 79.2 | 30 |
| 60.4 | 6 |
| 46.4 | 37 |
| 102.4 | 37 |
| 152.8 | 38 |
| 39 | 27 |
| 35.4 | 20 |
| 58.8 | 25 |
| 85.6 | 38 |
| 29.4 | 26 |
| 41 | 27 |
| 40.8 | 27 |
| 36.4 | 45 |
| 30.6 | 3 |
| 86.8 | 25 |
| 77 | 18 |
| 73.2 | 21 |
| 62.4 | 20 |
| 36.2 | 22 |
| 60.8 | 33 |
| 66.8 | 14 |
| 93.2 | 32 |
| 134 | 35 |
| 67.4 | 32 |
| 78.8 | 19 |
| 62.6 | 9 |
| 183.8 | 35 |
| 67.4 | 25 |
| 33.2 | 5 |
| 87.2 | 27 |
| 45 | 12 |
| 35.2 | 10 |
| 63.6 | 45 |
| 55.8 | 27 |
| 28.4 | 23 |
| 50 | 35 |
| 73.8 | 21 |
| 85.4 | 35 |
| 75.4 | 26 |
| 105.2 | 8 |
| 51.4 | 11 |
| 65 | 42 |
| 43.2 | 12 |
| 94.4 | 16 |
| 73.8 | 23 |
| 34.8 | 34 |
| 29.4 | 8 |
| 45.4 | 12 |
| 26.4 | 10 |
| 45 | 35 |
| 46.6 | 22 |
| 50.8 | 19 |
| 35.6 | 17 |
| 76.8 | 24 |
| 62.2 | 4 |
| 33 | 15 |
| 37.4 | 20 |
| 43.6 | 44 |
| 93.8 | 25 |
| 27.4 | 10 |
| 53.2 | 9 |
| 103.8 | 16 |
| 45 | 25 |
| 21.6 | 10 |
| 96.8 | 18 |
| 30 | 6 |
| 48.4 | 30 |
| 35 | 27 |
| 29.8 | 27 |
| 39.8 | 14 |
| 56 | 26 |
| 43.8 | 32 |
| 82.2 | 45 |
| 62.4 | 16 |
| 32.8 | 16 |
| 44 | 4 |
| 40.4 | 46 |
| 25.2 | 18 |
| 30.4 | 10 |
| 31.6 | 27 |
| 42.6 | 24 |
| 35.2 | 8 |
| 59.4 | 7 |
| 77 | 6 |
| 71.4 | 17 |
| 30.6 | 4 |
| 67.8 | 28 |
| 47.8 | 28 |
| 30.8 | 6 |
| 45.2 | 32 |
| 62.8 | 24 |
| 38.6 | 18 |
| 23.6 | 25 |
| 47.2 | 16 |
| 26.6 | 16 |
| 20.2 | 13 |
| 43.8 | 21 |
| 20.6 | 20 |
| 96.8 | 15 |
| 45 | 24 |
| 57.8 | 10 |
| Income | WorkYears |
| 156.6 | 14 |
| 82.2 | 26 |
| 29 | 2 |
| 72.6 | 16 |
| 105.6 | 15 |
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