Question: Please answer question number 2, Step by Step Day Sample Length Machine Operator 1 8:30 2.73 A Liam 1 8:30 2.75 B Mike 1 8:30
Please answer question number 2, Step by Step

| Day | Sample | Length | Machine | Operator |
| 1 | 8:30 | 2.73 | A | Liam |
| 1 | 8:30 | 2.75 | B | Mike |
| 1 | 8:30 | 2.74 | C | Jacob |
| 1 | 8:30 | 2.73 | D | Luke |
| 1 | 9:30 | 2.75 | A | Mike |
| 1 | 9:30 | 2.75 | B | Jacob |
| 1 | 9:30 | 2.74 | C | Luke |
| 1 | 9:30 | 2.75 | D | Liam |
| 1 | 10:30 | 2.75 | A | Jacob |
| 1 | 10:30 | 2.73 | B | Luke |
| 1 | 10:30 | 2.74 | C | Liam |
| 1 | 10:30 | 2.73 | D | Mike |
| 1 | 11:30 | 2.75 | A | Luke |
| 1 | 11:30 | 2.75 | B | Liam |
| 1 | 11:30 | 2.75 | C | Mike |
| 1 | 11:30 | 2.73 | D | Jacob |
| 1 | 12:30 | 2.74 | A | Liam |
| 1 | 12:30 | 2.74 | B | Mike |
| 1 | 12:30 | 2.74 | C | Jacob |
| 1 | 12:30 | 2.74 | D | Luke |
| 1 | 13:30 | 2.75 | A | Mike |
| 1 | 13:30 | 2.74 | B | Jacob |
| 1 | 13:30 | 2.75 | C | Luke |
| 1 | 13:30 | 2.74 | D | Liam |
| 1 | 14:30 | 2.75 | A | Jacob |
| 1 | 14:30 | 2.75 | B | Luke |
| 1 | 14:30 | 2.73 | C | Liam |
| 1 | 14:30 | 2.75 | D | Mike |
| 1 | 15:30 | 2.73 | A | Luke |
| 1 | 15:30 | 2.75 | B | Liam |
| 1 | 15:30 | 2.73 | C | Mike |
| 1 | 15:30 | 2.73 | D | Jacob |
| 2 | 8:30 | 2.73 | A | Liam |
| 2 | 8:30 | 2.74 | B | Mike |
| 2 | 8:30 | 2.75 | C | Jacob |
| 2 | 8:30 | 2.76 | D | Luke |
| 2 | 9:30 | 2.71 | A | Mike |
| 2 | 9:30 | 2.78 | B | Jacob |
| 2 | 9:30 | 2.72 | C | Luke |
| 2 | 9:30 | 2.75 | D | Liam |
| 2 | 10:30 | 2.73 | A | Jacob |
| 2 | 10:30 | 2.71 | B | Luke |
| 2 | 10:30 | 2.74 | C | Liam |
| 2 | 10:30 | 2.75 | D | Mike |
| 2 | 11:30 | 2.71 | A | Luke |
| 2 | 11:30 | 2.77 | B | Liam |
| 2 | 11:30 | 2.75 | C | Mike |
| 2 | 11:30 | 2.78 | D | Jacob |
| 2 | 12:30 | 2.71 | A | Liam |
| 2 | 12:30 | 2.78 | B | Mike |
| 2 | 12:30 | 2.72 | C | Jacob |
| 2 | 12:30 | 2.76 | D | Luke |
| 2 | 13:30 | 2.76 | A | Mike |
| 2 | 13:30 | 2.72 | B | Jacob |
| 2 | 13:30 | 2.76 | C | Luke |
| 2 | 13:30 | 2.71 | D | Liam |
| 2 | 14:30 | 2.71 | A | Jacob |
| 2 | 14:30 | 2.77 | B | Luke |
| 2 | 14:30 | 2.71 | C | Liam |
| 2 | 14:30 | 2.75 | D | Mike |
| 2 | 15:30 | 2.74 | A | Luke |
| 2 | 15:30 | 2.71 | B | Liam |
| 2 | 15:30 | 2.75 | C | Mike |
| 2 | 15:30 | 2.73 | D | Jacob |
| 3 | 8:30 | 2.77 | A | Liam |
| 3 | 8:30 | 2.72 | B | Mike |
| 3 | 8:30 | 2.73 | C | Jacob |
| 3 | 8:30 | 2.77 | D | Luke |
| 3 | 9:30 | 2.73 | A | Mike |
| 3 | 9:30 | 2.72 | B | Jacob |
| 3 | 9:30 | 2.75 | C | Luke |
| 3 | 9:30 | 2.72 | D | Liam |
| 3 | 10:30 | 2.75 | A | Jacob |
| 3 | 10:30 | 2.76 | B | Luke |
| 3 | 10:30 | 2.76 | C | Liam |
| 3 | 10:30 | 2.74 | D | Mike |
| 3 | 11:30 | 2.72 | A | Luke |
| 3 | 11:30 | 2.75 | B | Liam |
| 3 | 11:30 | 2.74 | C | Mike |
| 3 | 11:30 | 2.75 | D | Jacob |
| 3 | 12:30 | 2.77 | A | Liam |
| 3 | 12:30 | 2.72 | B | Mike |
| 3 | 12:30 | 2.77 | C | Jacob |
| 3 | 12:30 | 2.72 | D | Luke |
| 3 | 13:30 | 2.72 | A | Mike |
| 3 | 13:30 | 2.72 | B | Jacob |
| 3 | 13:30 | 2.76 | C | Luke |
| 3 | 13:30 | 2.76 | D | Liam |
| 3 | 14:30 | 2.76 | A | Jacob |
| 3 | 14:30 | 2.74 | B | Luke |
| 3 | 14:30 | 2.73 | C | Liam |
| 3 | 14:30 | 2.76 | D | Mike |
| 3 | 15:30 | 2.73 | A | Luke |
| 3 | 15:30 | 2.72 | B | Liam |
| 3 | 15:30 | 2.72 | C | Mike |
| 3 | 15:30 | 2.77 | D | Jacob |
| 4 | 8:30 | 2.76 | A | Liam |
| 4 | 8:30 | 2.77 | B | Mike |
| 4 | 8:30 | 2.77 | C | Jacob |
| 4 | 8:30 | 2.74 | D | Luke |
| 4 | 9:30 | 2.74 | A | Mike |
| 4 | 9:30 | 2.77 | B | Jacob |
| 4 | 9:30 | 2.75 | C | Luke |
| 4 | 9:30 | 2.76 | D | Liam |
| 4 | 10:30 | 2.75 | A | Jacob |
| 4 | 10:30 | 2.76 | B | Luke |
| 4 | 10:30 | 2.76 | C | Liam |
| 4 | 10:30 | 2.75 | D | Mike |
| 4 | 11:30 | 2.74 | A | Luke |
| 4 | 11:30 | 2.77 | B | Liam |
| 4 | 11:30 | 2.74 | C | Mike |
| 4 | 11:30 | 2.74 | D | Jacob |
| 4 | 12:30 | 2.75 | A | Liam |
| 4 | 12:30 | 2.75 | B | Mike |
| 4 | 12:30 | 2.77 | C | Jacob |
| 4 | 12:30 | 2.75 | D | Luke |
| 4 | 13:30 | 2.77 | A | Mike |
| 4 | 13:30 | 2.74 | B | Jacob |
| 4 | 13:30 | 2.76 | C | Luke |
| 4 | 13:30 | 2.76 | D | Liam |
| 4 | 14:30 | 2.74 | A | Jacob |
| 4 | 14:30 | 2.76 | B | Luke |
| 4 | 14:30 | 2.75 | C | Liam |
| 4 | 14:30 | 2.75 | D | Mike |
| 4 | 15:30 | 2.76 | A | Luke |
| 4 | 15:30 | 2.74 | B | Liam |
| 4 | 15:30 | 2.77 | C | Mike |
| 4 | 15:30 | 2.77 | D | Jacob |
| 5 | 8:30 | 2.75 | A | Liam |
| 5 | 8:30 | 2.75 | B | Mike |
| 5 | 8:30 | 2.75 | C | Jacob |
| 5 | 8:30 | 2.75 | D | Luke |
| 5 | 9:30 | 2.75 | A | Mike |
| 5 | 9:30 | 2.76 | B | Jacob |
| 5 | 9:30 | 2.73 | C | Luke |
| 5 | 9:30 | 2.77 | D | Liam |
| 5 | 10:30 | 2.73 | A | Jacob |
| 5 | 10:30 | 2.75 | B | Luke |
| 5 | 10:30 | 2.77 | C | Liam |
| 5 | 10:30 | 2.74 | D | Mike |
| 5 | 11:30 | 2.75 | A | Luke |
| 5 | 11:30 | 2.75 | B | Liam |
| 5 | 11:30 | 2.75 | C | Mike |
| 5 | 11:30 | 2.72 | D | Jacob |
| 5 | 12:30 | 2.76 | A | Liam |
| 5 | 12:30 | 2.77 | B | Mike |
| 5 | 12:30 | 2.73 | C | Jacob |
| 5 | 12:30 | 2.74 | D | Luke |
| 5 | 13:30 | 2.73 | A | Mike |
| 5 | 13:30 | 2.73 | B | Jacob |
| 5 | 13:30 | 2.75 | C | Luke |
| 5 | 13:30 | 2.72 | D | Liam |
| 5 | 14:30 | 2.76 | A | Jacob |
| 5 | 14:30 | 2.72 | B | Luke |
| 5 | 14:30 | 2.77 | C | Liam |
| 5 | 14:30 | 2.76 | D | Mike |
| 5 | 15:30 | 2.73 | A | Luke |
| 5 | 15:30 | 2.72 | B | Liam |
| 5 | 15:30 | 2.72 | C | Mike |
| 5 | 15:30 | 2.76 | D | Jacob |
| 6 | 8:30 | 2.75 | A | Liam |
| 6 | 8:30 | 2.73 | B | Mike |
| 6 | 8:30 | 2.76 | C | Jacob |
| 6 | 8:30 | 2.76 | D | Luke |
| 6 | 9:30 | 2.75 | A | Mike |
| 6 | 9:30 | 2.74 | B | Jacob |
| 6 | 9:30 | 2.75 | C | Luke |
| 6 | 9:30 | 2.75 | D | Liam |
| 6 | 10:30 | 2.73 | A | Jacob |
| 6 | 10:30 | 2.73 | B | Luke |
| 6 | 10:30 | 2.73 | C | Liam |
| 6 | 10:30 | 2.73 | D | Mike |
| 6 | 11:30 | 2.75 | A | Luke |
| 6 | 11:30 | 2.76 | B | Liam |
| 6 | 11:30 | 2.74 | C | Mike |
| 6 | 11:30 | 2.75 | D | Jacob |
| 6 | 12:30 | 2.73 | A | Liam |
| 6 | 12:30 | 2.74 | B | Mike |
| 6 | 12:30 | 2.74 | C | Jacob |
| 6 | 12:30 | 2.73 | D | Luke |
| 6 | 13:30 | 2.74 | A | Mike |
| 6 | 13:30 | 2.76 | B | Jacob |
| 6 | 13:30 | 2.73 | C | Luke |
| 6 | 13:30 | 2.74 | D | Liam |
| 6 | 14:30 | 2.76 | A | Jacob |
| 6 | 14:30 | 2.75 | B | Luke |
| 6 | 14:30 | 2.74 | C | Liam |
| 6 | 14:30 | 2.76 | D | Mike |
| 6 | 15:30 | 2.74 | A | Luke |
| 6 | 15:30 | 2.73 | B | Liam |
| 6 | 15:30 | 2.76 | C | Mike |
| 6 | 15:30 | 2.74 | D | Jacob |
| 7 | 8:30 | 2.76 | A | Liam |
| 7 | 8:30 | 2.74 | B | Mike |
| 7 | 8:30 | 2.75 | C | Jacob |
| 7 | 8:30 | 2.77 | D | Luke |
| 7 | 9:30 | 2.77 | A | Mike |
| 7 | 9:30 | 2.76 | B | Jacob |
| 7 | 9:30 | 2.76 | C | Luke |
| 7 | 9:30 | 2.72 | D | Liam |
| 7 | 10:30 | 2.77 | A | Jacob |
| 7 | 10:30 | 2.73 | B | Luke |
| 7 | 10:30 | 2.76 | C | Liam |
| 7 | 10:30 | 2.72 | D | Mike |
| 7 | 11:30 | 2.74 | A | Luke |
| 7 | 11:30 | 2.74 | B | Liam |
| 7 | 11:30 | 2.75 | C | Mike |
| 7 | 11:30 | 2.77 | D | Jacob |
| 7 | 12:30 | 2.74 | A | Liam |
| 7 | 12:30 | 2.71 | B | Mike |
| 7 | 12:30 | 2.75 | C | Jacob |
| 7 | 12:30 | 2.76 | D | Luke |
| 7 | 13:30 | 2.73 | A | Mike |
| 7 | 13:30 | 2.72 | B | Jacob |
| 7 | 13:30 | 2.75 | C | Luke |
| 7 | 13:30 | 2.73 | D | Liam |
| 7 | 14:30 | 2.71 | A | Jacob |
| 7 | 14:30 | 2.73 | B | Luke |
| 7 | 14:30 | 2.71 | C | Liam |
| 7 | 14:30 | 2.76 | D | Mike |
| 7 | 15:30 | 2.73 | A | Luke |
| 7 | 15:30 | 2.75 | B | Liam |
| 7 | 15:30 | 2.78 | C | Mike |
| 7 | 15:30 | 2.71 | D | Jacob |
| 8 | 8:30 | 2.75 | A | Liam |
| 8 | 8:30 | 2.75 | B | Mike |
| 8 | 8:30 | 2.76 | C | Jacob |
| 8 | 8:30 | 2.76 | D | Luke |
| 8 | 9:30 | 2.75 | A | Mike |
| 8 | 9:30 | 2.76 | B | Jacob |
| 8 | 9:30 | 2.74 | C | Luke |
| 8 | 9:30 | 2.75 | D | Liam |
| 8 | 10:30 | 2.74 | A | Jacob |
| 8 | 10:30 | 2.75 | B | Luke |
| 8 | 10:30 | 2.74 | C | Liam |
| 8 | 10:30 | 2.77 | D | Mike |
| 8 | 11:30 | 2.73 | A | Luke |
| 8 | 11:30 | 2.77 | B | Liam |
| 8 | 11:30 | 2.74 | C | Mike |
| 8 | 11:30 | 2.73 | D | Jacob |
| 8 | 12:30 | 2.75 | A | Liam |
| 8 | 12:30 | 2.76 | B | Mike |
| 8 | 12:30 | 2.77 | C | Jacob |
| 8 | 12:30 | 2.73 | D | Luke |
| 8 | 13:30 | 2.74 | A | Mike |
| 8 | 13:30 | 2.74 | B | Jacob |
| 8 | 13:30 | 2.75 | C | Luke |
| 8 | 13:30 | 2.75 | D | Liam |
| 8 | 14:30 | 2.75 | A | Jacob |
| 8 | 14:30 | 2.76 | B | Luke |
| 8 | 14:30 | 2.76 | C | Liam |
| 8 | 14:30 | 2.73 | D | Mike |
| 8 | 15:30 | 2.75 | A | Luke |
| 8 | 15:30 | 2.76 | B | Liam |
| 8 | 15:30 | 2.77 | C | Mike |
| 8 | 15:30 | 2.76 | D | Jacob |
| 9 | 8:30 | 2.75 | A | Liam |
| 9 | 8:30 | 2.73 | B | Mike |
| 9 | 8:30 | 2.76 | C | Jacob |
| 9 | 8:30 | 2.72 | D | Luke |
| 9 | 9:30 | 2.75 | A | Mike |
| 9 | 9:30 | 2.73 | B | Jacob |
| 9 | 9:30 | 2.73 | C | Luke |
| 9 | 9:30 | 2.74 | D | Liam |
| 9 | 10:30 | 2.76 | A | Jacob |
| 9 | 10:30 | 2.76 | B | Luke |
| 9 | 10:30 | 2.72 | C | Liam |
| 9 | 10:30 | 2.75 | D | Mike |
| 9 | 11:30 | 2.72 | A | Luke |
| 9 | 11:30 | 2.75 | B | Liam |
| 9 | 11:30 | 2.75 | C | Mike |
| 9 | 11:30 | 2.76 | D | Jacob |
| 9 | 12:30 | 2.76 | A | Liam |
| 9 | 12:30 | 2.72 | B | Mike |
| 9 | 12:30 | 2.73 | C | Jacob |
| 9 | 12:30 | 2.72 | D | Luke |
| 9 | 13:30 | 2.73 | A | Mike |
| 9 | 13:30 | 2.72 | B | Jacob |
| 9 | 13:30 | 2.74 | C | Luke |
| 9 | 13:30 | 2.76 | D | Liam |
| 9 | 14:30 | 2.75 | A | Jacob |
| 9 | 14:30 | 2.75 | B | Luke |
| 9 | 14:30 | 2.75 | C | Liam |
| 9 | 14:30 | 2.72 | D | Mike |
| 9 | 15:30 | 2.74 | A | Luke |
| 9 | 15:30 | 2.73 | B | Liam |
| 9 | 15:30 | 2.75 | C | Mike |
| 9 | 15:30 | 2.73 | D | Jacob |
| 10 | 8:30 | 2.75 | A | Liam |
| 10 | 8:30 | 2.73 | B | Mike |
| 10 | 8:30 | 2.75 | C | Jacob |
| 10 | 8:30 | 2.74 | D | Luke |
| 10 | 9:30 | 2.73 | A | Mike |
| 10 | 9:30 | 2.75 | B | Jacob |
| 10 | 9:30 | 2.73 | C | Luke |
| 10 | 9:30 | 2.74 | D | Liam |
| 10 | 10:30 | 2.75 | A | Jacob |
| 10 | 10:30 | 2.74 | B | Luke |
| 10 | 10:30 | 2.75 | C | Liam |
| 10 | 10:30 | 2.74 | D | Mike |
| 10 | 11:30 | 2.75 | A | Luke |
| 10 | 11:30 | 2.75 | B | Liam |
| 10 | 11:30 | 2.75 | C | Mike |
| 10 | 11:30 | 2.74 | D | Jacob |
| 10 | 12:30 | 2.74 | A | Liam |
| 10 | 12:30 | 2.73 | B | Mike |
| 10 | 12:30 | 2.75 | C | Jacob |
| 10 | 12:30 | 2.73 | D | Luke |
| 10 | 13:30 | 2.74 | A | Mike |
| 10 | 13:30 | 2.74 | B | Jacob |
| 10 | 13:30 | 2.74 | C | Luke |
| 10 | 13:30 | 2.73 | D | Liam |
| 10 | 14:30 | 2.73 | A | Jacob |
| 10 | 14:30 | 2.73 | B | Luke |
| 10 | 14:30 | 2.75 | C | Liam |
| 10 | 14:30 | 2.73 | D | Mike |
| 10 | 15:30 | 2.73 | A | Luke |
| 10 | 15:30 | 2.75 | B | Liam |
| 10 | 15:30 | 2.73 | C | Mike |
| 10 | 15:30 | 2.74 | D | Jacob |
| 11 | 8:30 | 2.77 | A | Liam |
| 11 | 8:30 | 2.76 | B | Mike |
| 11 | 8:30 | 2.75 | C | Jacob |
| 11 | 8:30 | 2.74 | D | Luke |
| 11 | 9:30 | 2.77 | A | Mike |
| 11 | 9:30 | 2.75 | B | Jacob |
| 11 | 9:30 | 2.75 | C | Luke |
| 11 | 9:30 | 2.73 | D | Liam |
| 11 | 10:30 | 2.74 | A | Jacob |
| 11 | 10:30 | 2.76 | B | Luke |
| 11 | 10:30 | 2.73 | C | Liam |
| 11 | 10:30 | 2.75 | D | Mike |
| 11 | 11:30 | 2.73 | A | Luke |
| 11 | 11:30 | 2.76 | B | Liam |
| 11 | 11:30 | 2.73 | C | Mike |
| 11 | 11:30 | 2.77 | D | Jacob |
| 11 | 12:30 | 2.74 | A | Liam |
| 11 | 12:30 | 2.74 | B | Mike |
| 11 | 12:30 | 2.75 | C | Jacob |
| 11 | 12:30 | 2.77 | D | Luke |
| 11 | 13:30 | 2.76 | A | Mike |
| 11 | 13:30 | 2.74 | B | Jacob |
| 11 | 13:30 | 2.73 | C | Luke |
| 11 | 13:30 | 2.73 | D | Liam |
| 11 | 14:30 | 2.77 | A | Jacob |
| 11 | 14:30 | 2.77 | B | Luke |
| 11 | 14:30 | 2.76 | C | Liam |
| 11 | 14:30 | 2.75 | D | Mike |
| 11 | 15:30 | 2.73 | A | Luke |
| 11 | 15:30 | 2.74 | B | Liam |
| 11 | 15:30 | 2.75 | C | Mike |
| 11 | 15:30 | 2.76 | D | Jacob |
| 12 | 8:30 | 2.78 | A | Liam |
| 12 | 8:30 | 2.75 | B | Mike |
| 12 | 8:30 | 2.76 | C | Jacob |
| 12 | 8:30 | 2.73 | D | Luke |
| 12 | 9:30 | 2.75 | A | Mike |
| 12 | 9:30 | 2.76 | B | Jacob |
| 12 | 9:30 | 2.71 | C | Luke |
| 12 | 9:30 | 2.72 | D | Liam |
| 12 | 10:30 | 2.71 | A | Jacob |
| 12 | 10:30 | 2.71 | B | Luke |
| 12 | 10:30 | 2.76 | C | Liam |
| 12 | 10:30 | 2.78 | D | Mike |
| 12 | 11:30 | 2.71 | A | Luke |
| 12 | 11:30 | 2.75 | B | Liam |
| 12 | 11:30 | 2.76 | C | Mike |
| 12 | 11:30 | 2.77 | D | Jacob |
| 12 | 12:30 | 2.75 | A | Liam |
| 12 | 12:30 | 2.78 | B | Mike |
| 12 | 12:30 | 2.75 | C | Jacob |
| 12 | 12:30 | 2.74 | D | Luke |
| 12 | 13:30 | 2.75 | A | Mike |
| 12 | 13:30 | 2.72 | B | Jacob |
| 12 | 13:30 | 2.75 | C | Luke |
| 12 | 13:30 | 2.78 | D | Liam |
| 12 | 14:30 | 2.75 | A | Jacob |
| 12 | 14:30 | 2.77 | B | Luke |
| 12 | 14:30 | 2.74 | C | Liam |
| 12 | 14:30 | 2.77 | D | Mike |
| 12 | 15:30 | 2.74 | A | Luke |
| 12 | 15:30 | 2.77 | B | Liam |
| 12 | 15:30 | 2.78 | C | Mike |
| 12 | 15:30 | 2.74 | D | Jacob |
| 13 | 8:30 | 2.77 | A | Liam |
| 13 | 8:30 | 2.77 | B | Mike |
| 13 | 8:30 | 2.75 | C | Jacob |
| 13 | 8:30 | 2.77 | D | Luke |
| 13 | 9:30 | 2.77 | A | Mike |
| 13 | 9:30 | 2.75 | B | Jacob |
| 13 | 9:30 | 2.76 | C | Luke |
| 13 | 9:30 | 2.73 | D | Liam |
| 13 | 10:30 | 2.76 | A | Jacob |
| 13 | 10:30 | 2.75 | B | Luke |
| 13 | 10:30 | 2.75 | C | Liam |
| 13 | 10:30 | 2.75 | D | Mike |
| 13 | 11:30 | 2.74 | A | Luke |
| 13 | 11:30 | 2.73 | B | Liam |
| 13 | 11:30 | 2.73 | C | Mike |
| 13 | 11:30 | 2.77 | D | Jacob |
| 13 | 12:30 | 2.77 | A | Liam |
| 13 | 12:30 | 2.76 | B | Mike |
| 13 | 12:30 | 2.74 | C | Jacob |
| 13 | 12:30 | 2.74 | D | Luke |
| 13 | 13:30 | 2.77 | A | Mike |
| 13 | 13:30 | 2.74 | B | Jacob |
| 13 | 13:30 | 2.77 | C | Luke |
| 13 | 13:30 | 2.73 | D | Liam |
| 13 | 14:30 | 2.77 | A | Jacob |
| 13 | 14:30 | 2.73 | B | Luke |
| 13 | 14:30 | 2.74 | C | Liam |
| 13 | 14:30 | 2.77 | D | Mike |
| 13 | 15:30 | 2.76 | A | Luke |
| 13 | 15:30 | 2.77 | B | Liam |
| 13 | 15:30 | 2.75 | C | Mike |
| 13 | 15:30 | 2.75 | D | Jacob |
| 14 | 8:30 | 2.76 | A | Liam |
| 14 | 8:30 | 2.75 | B | Mike |
| 14 | 8:30 | 2.75 | C | Jacob |
| 14 | 8:30 | 2.74 | D | Luke |
| 14 | 9:30 | 2.74 | A | Mike |
| 14 | 9:30 | 2.75 | B | Jacob |
| 14 | 9:30 | 2.75 | C | Luke |
| 14 | 9:30 | 2.75 | D | Liam |
| 14 | 10:30 | 2.75 | A | Jacob |
| 14 | 10:30 | 2.75 | B | Luke |
| 14 | 10:30 | 2.74 | C | Liam |
| 14 | 10:30 | 2.76 | D | Mike |
| 14 | 11:30 | 2.75 | A | Luke |
| 14 | 11:30 | 2.75 | B | Liam |
| 14 | 11:30 | 2.76 | C | Mike |
| 14 | 11:30 | 2.75 | D | Jacob |
| 14 | 12:30 | 2.75 | A | Liam |
| 14 | 12:30 | 2.74 | B | Mike |
| 14 | 12:30 | 2.74 | C | Jacob |
| 14 | 12:30 | 2.74 | D | Luke |
| 14 | 13:30 | 2.76 | A | Mike |
| 14 | 13:30 | 2.76 | B | Jacob |
| 14 | 13:30 | 2.74 | C | Luke |
| 14 | 13:30 | 2.75 | D | Liam |
| 14 | 14:30 | 2.74 | A | Jacob |
| 14 | 14:30 | 2.74 | B | Luke |
| 14 | 14:30 | 2.74 | C | Liam |
| 14 | 14:30 | 2.76 | D | Mike |
| 14 | 15:30 | 2.74 | A | Luke |
| 14 | 15:30 | 2.74 | B | Liam |
| 14 | 15:30 | 2.75 | C | Mike |
| 14 | 15:30 | 2.74 | D | Jacob |
| 15 | 8:30 | 2.75 | A | Liam |
| 15 | 8:30 | 2.77 | B | Mike |
| 15 | 8:30 | 2.74 | C | Jacob |
| 15 | 8:30 | 2.74 | D | Luke |
| 15 | 9:30 | 2.73 | A | Mike |
| 15 | 9:30 | 2.77 | B | Jacob |
| 15 | 9:30 | 2.77 | C | Luke |
| 15 | 9:30 | 2.76 | D | Liam |
| 15 | 10:30 | 2.77 | A | Jacob |
| 15 | 10:30 | 2.77 | B | Luke |
| 15 | 10:30 | 2.76 | C | Liam |
| 15 | 10:30 | 2.76 | D | Mike |
| 15 | 11:30 | 2.76 | A | Luke |
| 15 | 11:30 | 2.75 | B | Liam |
| 15 | 11:30 | 2.73 | C | Mike |
| 15 | 11:30 | 2.77 | D | Jacob |
| 15 | 12:30 | 2.73 | A | Liam |
| 15 | 12:30 | 2.74 | B | Mike |
| 15 | 12:30 | 2.75 | C | Jacob |
| 15 | 12:30 | 2.73 | D | Luke |
| 15 | 13:30 | 2.76 | A | Mike |
| 15 | 13:30 | 2.77 | B | Jacob |
| 15 | 13:30 | 2.75 | C | Luke |
| 15 | 13:30 | 2.76 | D | Liam |
| 15 | 14:30 | 2.75 | A | Jacob |
| 15 | 14:30 | 2.75 | B | Luke |
| 15 | 14:30 | 2.74 | C | Liam |
| 15 | 14:30 | 2.74 | D | Mike |
| 15 | 15:30 | 2.73 | A | Luke |
| 15 | 15:30 | 2.73 | B | Liam |
| 15 | 15:30 | 2.77 | C | Mike |
| 15 | 15:30 | 2.77 | D | Jacob |
| 16 | 8:30 | 2.78 | A | Liam |
| 16 | 8:30 | 2.75 | B | Mike |
| 16 | 8:30 | 2.77 | C | Jacob |
| 16 | 8:30 | 2.74 | D | Luke |
| 16 | 9:30 | 2.77 | A | Mike |
| 16 | 9:30 | 2.78 | B | Jacob |
| 16 | 9:30 | 2.74 | C | Luke |
| 16 | 9:30 | 2.78 | D | Liam |
| 16 | 10:30 | 2.76 | A | Jacob |
| 16 | 10:30 | 2.78 | B | Luke |
| 16 | 10:30 | 2.78 | C | Liam |
| 16 | 10:30 | 2.73 | D | Mike |
| 16 | 11:30 | 2.78 | A | Luke |
| 16 | 11:30 | 2.74 | B | Liam |
| 16 | 11:30 | 2.78 | C | Mike |
| 16 | 11:30 | 2.78 | D | Jacob |
| 16 | 12:30 | 2.74 | A | Liam |
| 16 | 12:30 | 2.73 | B | Mike |
| 16 | 12:30 | 2.76 | C | Jacob |
| 16 | 12:30 | 2.76 | D | Luke |
| 16 | 13:30 | 2.73 | A | Mike |
| 16 | 13:30 | 2.74 | B | Jacob |
| 16 | 13:30 | 2.74 | C | Luke |
| 16 | 13:30 | 2.77 | D | Liam |
| 16 | 14:30 | 2.77 | A | Jacob |
| 16 | 14:30 | 2.76 | B | Luke |
| 16 | 14:30 | 2.77 | C | Liam |
| 16 | 14:30 | 2.77 | D | Mike |
| 16 | 15:30 | 2.76 | A | Luke |
| 16 | 15:30 | 2.73 | B | Liam |
| 16 | 15:30 | 2.78 | C | Mike |
| 16 | 15:30 | 2.73 | D | Jacob |
| 17 | 8:30 | 2.77 | A | Liam |
| 17 | 8:30 | 2.8 | B | Mike |
| 17 | 8:30 | 2.8 | C | Jacob |
| 17 | 8:30 | 2.8 | D | Luke |
| 17 | 9:30 | 2.75 | A | Mike |
| 17 | 9:30 | 2.78 | B | Jacob |
| 17 | 9:30 | 2.77 | C | Luke |
| 17 | 9:30 | 2.8 | D | Liam |
| 17 | 10:30 | 2.76 | A | Jacob |
| 17 | 10:30 | 2.78 | B | Luke |
| 17 | 10:30 | 2.72 | C | Liam |
| 17 | 10:30 | 2.71 | D | Mike |
| 17 | 11:30 | 2.8 | A | Luke |
| 17 | 11:30 | 2.79 | B | Liam |
| 17 | 11:30 | 2.78 | C | Mike |
| 17 | 11:30 | 2.72 | D | Jacob |
| 17 | 12:30 | 2.72 | A | Liam |
| 17 | 12:30 | 2.71 | B | Mike |
| 17 | 12:30 | 2.79 | C | Jacob |
| 17 | 12:30 | 2.78 | D | Luke |
| 17 | 13:30 | 2.72 | A | Mike |
| 17 | 13:30 | 2.72 | B | Jacob |
| 17 | 13:30 | 2.73 | C | Luke |
| 17 | 13:30 | 2.71 | D | Liam |
| 17 | 14:30 | 2.8 | A | Jacob |
| 17 | 14:30 | 2.76 | B | Luke |
| 17 | 14:30 | 2.74 | C | Liam |
| 17 | 14:30 | 2.8 | D | Mike |
| 17 | 15:30 | 2.78 | A | Luke |
| 17 | 15:30 | 2.78 | B | Liam |
| 17 | 15:30 | 2.79 | C | Mike |
| 17 | 15:30 | 2.76 | D | Jacob |
| 18 | 8:30 | 2.75 | A | Liam |
| 18 | 8:30 | 2.76 | B | Mike |
| 18 | 8:30 | 2.75 | C | Jacob |
| 18 | 8:30 | 2.74 | D | Luke |
| 18 | 9:30 | 2.74 | A | Mike |
| 18 | 9:30 | 2.76 | B | Jacob |
| 18 | 9:30 | 2.74 | C | Luke |
| 18 | 9:30 | 2.75 | D | Liam |
| 18 | 10:30 | 2.74 | A | Jacob |
| 18 | 10:30 | 2.76 | B | Luke |
| 18 | 10:30 | 2.75 | C | Liam |
| 18 | 10:30 | 2.76 | D | Mike |
| 18 | 11:30 | 2.74 | A | Luke |
| 18 | 11:30 | 2.74 | B | Liam |
| 18 | 11:30 | 2.74 | C | Mike |
| 18 | 11:30 | 2.74 | D | Jacob |
| 18 | 12:30 | 2.74 | A | Liam |
| 18 | 12:30 | 2.74 | B | Mike |
| 18 | 12:30 | 2.76 | C | Jacob |
| 18 | 12:30 | 2.75 | D | Luke |
| 18 | 13:30 | 2.75 | A | Mike |
| 18 | 13:30 | 2.75 | B | Jacob |
| 18 | 13:30 | 2.75 | C | Luke |
| 18 | 13:30 | 2.76 | D | Liam |
| 18 | 14:30 | 2.74 | A | Jacob |
| 18 | 14:30 | 2.74 | B | Luke |
| 18 | 14:30 | 2.76 | C | Liam |
| 18 | 14:30 | 2.75 | D | Mike |
| 18 | 15:30 | 2.75 | A | Luke |
| 18 | 15:30 | 2.75 | B | Liam |
| 18 | 15:30 | 2.76 | C | Mike |
| 18 | 15:30 | 2.76 | D | Jacob |
| 19 | 8:30 | 2.74 | A | Liam |
| 19 | 8:30 | 2.76 | B | Mike |
| 19 | 8:30 | 2.75 | C | Jacob |
| 19 | 8:30 | 2.74 | D | Luke |
| 19 | 9:30 | 2.75 | A | Mike |
| 19 | 9:30 | 2.76 | B | Jacob |
| 19 | 9:30 | 2.76 | C | Luke |
| 19 | 9:30 | 2.77 | D | Liam |
| 19 | 10:30 | 2.77 | A | Jacob |
| 19 | 10:30 | 2.75 | B | Luke |
| 19 | 10:30 | 2.76 | C | Liam |
| 19 | 10:30 | 2.75 | D | Mike |
| 19 | 11:30 | 2.74 | A | Luke |
| 19 | 11:30 | 2.75 | B | Liam |
| 19 | 11:30 | 2.74 | C | Mike |
| 19 | 11:30 | 2.75 | D | Jacob |
| 19 | 12:30 | 2.74 | A | Liam |
| 19 | 12:30 | 2.76 | B | Mike |
| 19 | 12:30 | 2.76 | C | Jacob |
| 19 | 12:30 | 2.75 | D | Luke |
| 19 | 13:30 | 2.75 | A | Mike |
| 19 | 13:30 | 2.75 | B | Jacob |
| 19 | 13:30 | 2.74 | C | Luke |
| 19 | 13:30 | 2.76 | D | Liam |
| 19 | 14:30 | 2.74 | A | Jacob |
| 19 | 14:30 | 2.75 | B | Luke |
| 19 | 14:30 | 2.75 | C | Liam |
| 19 | 14:30 | 2.75 | D | Mike |
| 19 | 15:30 | 2.76 | A | Luke |
| 19 | 15:30 | 2.77 | B | Liam |
| 19 | 15:30 | 2.75 | C | Mike |
| 19 | 15:30 | 2.74 | D | Jacob |
| 20 | 8:30 | 2.74 | A | Liam |
| 20 | 8:30 | 2.74 | B | Mike |
| 20 | 8:30 | 2.76 | C | Jacob |
| 20 | 8:30 | 2.75 | D | Luke |
| 20 | 9:30 | 2.74 | A | Mike |
| 20 | 9:30 | 2.79 | B | Jacob |
| 20 | 9:30 | 2.79 | C | Luke |
| 20 | 9:30 | 2.74 | D | Liam |
| 20 | 10:30 | 2.77 | A | Jacob |
| 20 | 10:30 | 2.75 | B | Luke |
| 20 | 10:30 | 2.78 | C | Liam |
| 20 | 10:30 | 2.78 | D | Mike |
| 20 | 11:30 | 2.74 | A | Luke |
| 20 | 11:30 | 2.78 | B | Liam |
| 20 | 11:30 | 2.72 | C | Mike |
| 20 | 11:30 | 2.73 | D | Jacob |
| 20 | 12:30 | 2.75 | A | Liam |
| 20 | 12:30 | 2.74 | B | Mike |
| 20 | 12:30 | 2.72 | C | Jacob |
| 20 | 12:30 | 2.72 | D | Luke |
| 20 | 13:30 | 2.72 | A | Mike |
| 20 | 13:30 | 2.77 | B | Jacob |
| 20 | 13:30 | 2.77 | C | Luke |
| 20 | 13:30 | 2.79 | D | Liam |
| 20 | 14:30 | 2.78 | A | Jacob |
| 20 | 14:30 | 2.75 | B | Luke |
| 20 | 14:30 | 2.73 | C | Liam |
| 20 | 14:30 | 2.79 | D | Mike |
| 20 | 15:30 | 2.74 | A | Luke |
| 20 | 15:30 | 2.74 | B | Liam |
| 20 | 15:30 | 2.78 | C | Mike |
| 20 | 15:30 | 2.73 | D | Jacob |
1. Create control charts for "Length" of the flange bolts, subgroup by day. Comment on the process, if it is "in control". If not in control, in which days" samples indicate the process is out of control? Use the mean and standard deviation of lengths in your data file as population parameters to accommodate large sample sizes, You may also use the following constants for sample size 32 to apply the alternative formulas: A2=0.1325,D3= 0.404, and D4=1.492 2. If samples are taken every day at the same time (only at 8:30, or only at 9:30 ...) which sampling times and days show the process is out of control? Use the standard table of control chart parameters to find A2, D3, and D4 values for these charts
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