In what follows use any of the following tests/procedures:Regression, multiple regression, confidence intervals, one sided T-test or two sided T-test. All the procedures should be done with 5% P-value or 95% confidence interval.Some answers are approximated, choose the most appropriate answer.OpenWagesdata. SETUP: For the subjects in this study is it reasonable to claim that female wages are below 8 dollars per hour? Given the data your job is to help answer this question.

I. What test/procedure did you perform? (6.66 points)

• a. One sided T-test
• b. Two sided T-test
• c. Regression
• d. Confidence interval

II. Statistical interpretation? (6.66 points)

• a. Since P-value is small we are confident that the slope is not zero.
• b. Since P-value is small we are confident that the averages are different.
• c. Since P-value is too large the test is inconclusive.
• d. None of these.

III. Conclusion? (6.66 points)

• a. Yes, this was a reasonable claim.
• b. No, we cannot confirm that the claim was reasonable.

EDUCATION: Number of years of education. SOUTH: Indicator variable for Southern Region (1=Person lives in SEX: Indicator variable for sex (1=Female, 0=Male). EXPERIENCE: Number of years of work experience. UNION: Indicator variable for union membership (1=Union member, AGE: Age (years). RACE: Race (1=Other, 2=Hispanic, 3=White). WAGE: Wage (dollars per hour). OCCUPATION: Occupational category (1=Management, SECTOR: Sector (0=Other, 1=Manufacturing, 2=Construction). MARR: Marital Status (0=Unmarried,1=Married) 8 0 1 21 0 35 2 5.1 6 1 1 9 0 1 42 0 57 3 4.95 6 1 1 12 0 0 1 0 19 3 6.67 6 1 0 12 0 0 4 0 22 3 4 6 0 0 12 0 0 17 0 35 3 7.5 6 0 1 13 0 0 9 1 28 3 13.07 6 0 0 10 1 0 27 0 43 3 4.45 6 0 0 12 0 0 9 0 27 3 19.47 6 0 0 16 0 0 11 0 33 3 13.28 6 1 1 12 0 0 9 0 27 3 8.75 6 0 0 12 0 0 17 1 35 3 11.35 6 0 1 12 0 0 19 1 37 3 11.5 6 1 0 8 1 0 27 0 41 3 6.5 6 0 1 9 1 0 30 1 45 3 6.25 6 0 0 9 1 0 29 0 44 3 19.98 6 0 1 12 0 0 37 0 55 3 7.3 6 2 1 7 1 0 44 0 57 3 8 6 0 1 12 0 0 26 1 44 3 22.2 6 1 1 11 0 0 16 0 33 3 3.65 6 0 0 12 0 0 33 0 51 3 20.55 6 0 1 12 0 1 16 1 34 3 5.71 6 1 1 7 0 0 42 1 55 1 7 6 1 1 12 0 0 9 0 27 3 3.75 6 0 0 11 1 0 14 0 31 1 4.5 6 0 1 12 0 0 23 0 41 3 9.56 6 0 1 6 1 0 45 0 57 3 5.75 6 1 1 12 0 0 8 0 26 3 9.36 6 1 1 10 0 0 30 0 46 3 6.5 6 0 1 12 0 1 8 0 26 3 3.35 6 1 1 12 0 0 8 0 26 3 4.75 6 0 1 14 0 0 13 0 33 3 8.9 6 0 0 12 1 1 46 0 64 3 4 6 0 0 8 0 0 19 0 33 3 4.7 6 0 1 17 1 1 1 0 24 3 5 6 0 0 12 0 0 19 0 37 3 9.25 6 1 0 12 0 0 36 0 54 1 10.67 6 0 0 12 1 0 20 0 38 1 7.61 6 2 1 12 0 0 35 1 53 1 10 6 2 1 12 0 0 3 0 21 3 7.5 6 0 0 14 1 0 10 0 30 3 12.2 6 1 1 12 0 0 0 0 18 3 3.35 6 0 0 14 1 0 14 1 34 3 11 6 1 1 12 0 0 14 0 32 3 12 6 1 1 9 0 1 16 0 31 3 4.85 6 1 1 13 1 0 8 0 27 3 4.3 6 2 0 7 1 1 15 0 28 3 6 6 1 1 16 0 0 12 0 34 3 15 6 1 1 10 1 0 13 0 29 3 4.85 6 0 0 8 0 0 33 1 47 3 9 6 0 1 12 0 0 9 0 27 3 6.36 6 1 1 12 0 0 7 0 25 3 9.15 6 0 1 16 0 0 13 1 35 3 11 6 1 1 12 0 1 7 0 25 3 4.5 6 1 1 12 0 1 16 0 34 3 4.8 6 1 1 13 0 0 0 0 19 3 4 6 0 0 12 0 1 11 0 29 3 5.5 6 1 0 13 0 0 17 0 36 3 8.4 6 1 0 10 0 0 13 0 29 3 6.75 6 1 1 12 0 0 22 1 40 1 10 6 1 0 12 0 1 28 0 46 3 5 6 1 1 11 0 0 17 0 34 3 6.5 6 0 0 12 0 0 24 1 42 3 10.75 6 2 1 3 1 0 55 0 64 2 7 6 1 1 12 1 0 3 0 21 3 11.43 6 2 0 12 0 0 6 1 24 1 4 6 1 0 10 0 0 27 0 43 3 9 6 2 1 12 1 0 19 1 37 1 13 6 1 1 12 0 0 19 1 37 3 12.22 6 2 1 12 0 1 38 0 56 3 6.28 6 1 1 10 1 0 41 1 57 1 6.75 6 1 1 11 1 0 3 0 20 1 3.35 6 1 0 14 0 0 20 1 40 3 16 6 0 1 10 0 0 15 0 31 3 5.25 6 0 1 8 1 0 8 0 22 2 3.5 6 1 1 8 1 1 39 0 53 3 4.22 6 1 1 6 0 1 43 1 55 2 3 6 1 1 11 1 1 25 1 42 3 4 6 1 1 12 0 0 11 1 29 3 10 6 0 1 12 0 0 12 0 30 1 5 6 0 1 12 1 0 35 1 53 3 16 6 1 1 14 0 0 14 0 34 3 13.98 6 0 0 12 0 0 16 1 34 3 13.26 6 0 1 10 0 1 44 1 60 3 6.1 6 1 0 16 1 1 13 0 35 3 3.75 6 0 0 13 0 0 8 1 27 1 9 6 1 0 12 0 0 13 0 31 3 9.45 6 1 0 11 0 0 18 1 35 3 5.5 6 0 1 12 0 1 18 0 36 3 8.93 6 0 1 12 1 1 6 0 24 3 6.25 6 0 0 11 1 0 37 1 54 3 9.75 6 1 1 12 1 0 2 0 20 3 6.73 6 1 1 12 0 0 23 0 41 3 7.78 6 1 1 12 0 0 1 0 19 3 2.85 6 0 0 12 1 1 10 0 28 1 3.35 6 1 1 12 0 0 23 0 41 3 19.98 6 1 1 12 0 0 8 1 26 1 8.5 6 0 1 15 0 1 9 0 30 3 9.75 6 1 1 12 0 0 33 1 51 3 15 6 2 1 12 0 1 19 0 37 3 8 6 1 1 13 0 0 14 0 33 3 11.25 6 0 1 11 0 0 13 1 30 3 14 6 0 1 10 0 0 12 0 28 3 10 6 2 1 12 0 0 8 0 26 3 6.5 6 0 0 12 0 0 23 0 41 3 9.83 6 1 1 14 0 1 13 0 33 3 18.5 6 1 0 12 1 0 9 0 27 3 12.5 6 0 1 14 0 0 21 1 41 3 26 6 0 1 5 1 0 44 0 55 3 14 6 2 1 12 0 0 4 1 22 3 10.5 6 0 1 8 0 0 42 0 56 3 11 6 1 1 13 0 0 10 1 29 3 12.47 6 0 1 12 0 0 11 0 29 3 12.5 6 2 0 12 0 0 40 1 58 3 15 6 2 1 12 0 0 8 0 26 3 6 6 2 0 11 1 0 29 0 46 3 9.5 6 2 1 16 0 0 3 1 25 3 5 6 0 0 11 0 0 11 0 28 3 3.75 6 2 0 12 0 0 12 1 30 3 12.57 6 0 1 8 0 1 22 0 36 2 6.88 6 0 1 12 0 0 12 0 30 3 5.5 6 0 1 12 0 0 7 1 25 3 7 6 0 1 12 0 1 15 0 33 3 4.5 6 1 0 12 0 0 28 0 46 3 6.5 6 0 1 12 1 0 20 1 38 3 12 6 1 1 12 1 0 6 0 24 3 5 6 2 0 12 1 0 5 0 23 3 6.5 6 1 0 9 1 1 30 0 45 3 6.8 6 1 1 13 0 0 18 0 37 3 8.75 6 0 1 12 1 1 6 0 24 1 3.75 6 1 1 12 1 0 16 0 34 2 4.5 6 0 0 12 1 0 1 1 19 2 6 6 0 0 12 0 0 3 0 21 3 5.5 6 1 0 12 0 0 8 0 26 3 13 6 0 1 14 0 0 2 0 22 3 5.65 6 1 0 9 0 0 16 0 31 1 4.8 6 1 0 10 1 0 9 0 25 3 7 6 2 1 12 0 0 2 0 20 3 5.25 6 0 0 7 1 0 43 0 56 3 3.35 6 1 1 9 0 0 38 0 53 3 8.5 6 1 1 12 0 0 9 0 27 3 6 6 0 1 12 1 0 12 0 30 3 6.75 6 0 1 12 0 0 18 0 36 3 8.89 6 1 1 11 0 0 15 1 32 3 14.21 6 1 0 11 1 0 28 1 45 1 10.78 6 2 1 10 1 0 27 1 43 3 8.9 6 2 1 12 1 0 38 0 56 3 7.5 6 0 1 12 0 1 3 0 21 3 4.5 6 1 0 12 0 0 41 1 59 3 11.25 6 0 1 12 1 0 16 1 34 3 13.45 6 0 1 13 1 0 7 0 26 3 6 6 1 1 6 1 1 33 0 45 1 4.62 6 1 0 14 0 0 25 0 45 3 10.58 6 1 1 12 1 0 5 0 23 3 5 6 0 1 14 1 0 17 0 37 1 8.2 6 0 0 12 1 0 1 0 19 3 6.25 6 0 0 12 0 0 13 0 31 3 8.5 6 1 1 16 0 0 18 0 40 3 24.98 1 0 1 14 1 0 21 0 41 3 16.65 1 0 1 14 0 0 2 0 22 3 6.25 1 0 0 12 1 1 4 0 22 2 4.55 1 0 0 12 1 1 30 0 48 2 11.25 1 0 1 13 0 0 32 0 51 3 21.25 1 0 0 17 0 1 13 0 36 3 12.65 1 0 1 12 0 0 17 0 35 3 7.5 1 0 0 14 0 1 26 0 46 3 10.25 1 0 1 16 0 0 9 0 31 3 3.35 1 0 0 16 0 0 8 0 30 1 13.45 1 0 0 15 0 0 1 1 22 3 4.84 1 0 1 17 1 0 32 0 55 3 26.29 1 0 1 12 0 1 24 0 42 3 6.58 1 0 1 14 0 1 1 0 21 3 44.5 1 0 0 12 0 0 42 0 60 3 15 1 1 1 16 0 1 3 0 25 1 11.25 1 1 0 12 0 1 32 0 50 3 7 1 0 1 14 0 0 22 0 42 1 10 1 0 0 16 0 0 18 0 40 3 14.53 1 0 1 18 0 1 19 0 43 3 20 1 0 1 15 0 0 12 0 33 3 22.5 1 0 1 12 0 1 42 0 60 3 3.64 1 0 1 12 1 0 34 0 52 3 10.62 1 0 1 18 0 0 29 0 53 3 24.98 1 0 1 16 1 0 8 0 30 3 6 1 0 0 18 0 0 13 0 37 3 19 1 1 0 16 0 0 10 0 32 3 13.2 1 0 0 16 0 0 22 0 44 3 22.5 1 0 1 16 1 0 10 0 32 3 15 1 0 1 17 0 1 15 0 38 3 6.88 1 0 1 12 0 0 26 0 44 3 11.84 1 0 1 14 0 0 16 0 36 3 16.14 1 0 0 18 0 1 14 0 38 3 13.95 1 0 1 12 0 1 38 0 56 3 13.16 1 0 1 12 1 0 14 0 32 1 5.3 1 0 1 12 0 1 7 0 25 3 4.5 1 0 1 18 1 1 13 0 37 3 10 1 0 0 10 0 0 20 0 36 3 10 1 0 1 16 0 0 7 1 29 2 10 1 0 1 16 0 1 26 0 48 3 9.37 1 0 1 16 0 0 14 0 36 3 5.8 1 0 1 13 0 0 36 0 55 3 17.86 1 0 0 12 0 0 24 0 42 3 1 1 0 1 14 1 0 41 0 61 3 8.8 1 0 1 16 0 0 7 0 29 1 9 1 0 1 17 1 0 14 0 37 3 18.16 1 0 0 12 1 1 1 0 19 3 7.81 1 0 0 16 0 1 6 0 28 3 10.62 1 1 1 12 0 1 3 0 21 3 4.5 1 0 1 15 0 0 31 0 52 3 17.25 1 0 1 13 0 1 14 0 33 3 10.5 1 1 1 14 0 1 13 0 33 3 9.22 1 0 1 16 0 0 26 1 48 1 15 1 1 1 18 0 0 14 0 38 3 22.5 1 0 1 13 0 1 33 0 52 3 4.55 2 0 1 12 0 0 16 0 34 3 9 2 0 1 18 0 0 10 0 34 3 13.33 2 0 1 14 0 0 22 0 42 3 15 2 0 0 14 0 0 2 0 22 3 7.5 2 0 0 12 1 1 29 0 47 3 4.25 2 0 1 12 0 0 43 0 61 3 12.5 2 1 1 12 0 1 5 0 23 3 5.13 2 0 1 16 1 1 14 0 36 1 3.35 2 0 1 12 1 0 28 0 46 3 11.11 2 0 1 11 1 1 25 0 42 1 3.84 2 0 1 12 0 1 45 0 63 3 6.4 2 0 1 14 1 0 5 0 25 3 5.56 2 0 0 12 1 0 20 0 38 3 10 2 1 1 16 0 1 6 0 28 3 5.65 2 0 1 16 0 0 16 0 38 3 11.5 2 0 1 11 0 1 33 0 50 3 3.5 2 0 1 13 1 1 2 0 21 3 3.35 2 0 1 12 1 1 10 0 28 3 4.75 2 0 0 14 1 0 44 0 64 3 19.98 2 0 1 14 1 1 6 0 26 3 3.5 2 0 1 12 0 1 15 0 33 3 4 2 0 0 12 0 0 5 0 23 3 7 2 0 1 13 0 1 4 0 23 3 6.25 2 1 1 14 0 0 14 0 34 3 4.5 2 0 1 14 0 1 32 0 52 3 14.29 2 0 1 12 0 1 14 0 32 3 5 2 0 1 14 0 0 21 0 41 3 13.75 2 0 1 12 0 0 43 1 61 3 13.71 2 0 1 12 1 1 27 0 45 1 7.5 2 0 1 12 0 1 4 0 22 3 3.8 2 0 0 14 0 0 0 0 20 2 5 2 0 0 12 1 0 32 0 50 3 9.42 2 0 1 12 0 0 20 0 38 3 5.5 2 0 1 15 1 0 4 0 25 3 3.75 2 0 0 12 0 0 34 0 52 3 3.5 2 0 1 13 0 0 5 0 24 3 5.8 2 0 0 17 0 0 13 0 36 3 12 2 1 1 14 0 1 17 0 37 2 5 3 0 1 13 1 1 10 0 29 3 8.75 3 0 1 16 0 1 7 0 29 3 10 3 0 1 12 0 1 25 0 43 3 8.5 3 0 0 12 0 1 18 0 36 1 8.63 3 0 1 16 0 1 27 0 49 3 9 3 1 1 16 0 1 2 0 24 3 5.5 3 0 0 13 0 0 13 0 32 3 11.11 3 0 1 14 0 1 24 0 44 3 10 3 0 0 18 1 1 13 0 37 2 5.2 3 0 1 14 0 1 15 1 35 3 8 3 0 0 12 1 1 12 0 30 2 3.56 3 0 0 12 0 1 24 0 42 3 5.2 3 0 1 12 0 1 43 0 61 3 11.67 3 2 1 12 0 1 13 0 31 3 11.32 3 1 1 12 1 1 16 0 34 3 7.5 3 0 1 11 0 1 24 0 41 3 5.5 3 0 1 16 1 1 4 0 26 3 5 3 0 1 12 0 1 24 0 42 3 7.75 3 0 1 12 0 1 45 0 63 3 5.25 3 0 1 12 0 0 20 1 38 3 9 3 0 1 12 0 1 38 0 56 3 9.65 3 0 1 18 1 0 10 0 34 3 5.21 3 0 1 11 0 1 16 0 33 1 7 3 0 1 12 1 1 32 0 50 1 12.16 3 0 1 16 1 1 2 0 24 3 5.25 3 0 0 13 1 1 28 0 47 3 10.32 3 0 0 16 0 0 3 0 25 1 3.35 3 0 0 13 0 1 8 1 27 3 7.7 3 0 0 12 0 1 44 0 62 3 9.17 3 1 1 12 1 0 12 0 30 3 8.43 3 0 1 12 1 0 8 0 26 1 4 3 0 1 12 0 1 4 0 22 3 4.13 3 0 1 12 1 1 28 0 46 3 3 3 0 1 13 1 1 0 0 19 3 4.25 3 0 0 14 1 0 1 0 21 3 7.53 3 0 0 14 0 1 12 0 32 3 10.53 3 1 1 12 0 1 39 0 57 3 5 3 0 1 12 0 1 24 0 42 3 15.03 3 0 1 17 0 1 32 0 55 1 11.25 3 0 1 16 0 0 4 0 26 1 6.25 3 0 0 12 0 1 25 0 43 1 3.5 3 0 0 12 0 0 8 0 26 1 6.85 3 0 0 13 0 1 16 0 35 3 12.5 3 0 1 12 1 0 5 0 23 3 12 3 0 0 13 0 0 31 0 50 3 6 3 0 0 12 0 1 25 0 43 3 9.5 3 0 0 12 0 1 15 0 33 3 4.1 3 0 1 14 1 1 15 0 35 3 10.43 3 0 1 12 0 1 0 0 18 3 5 3 0 0 12 0 0 19 0 37 3 7.69 3 0 1 12 0 1 21 0 39 1 5.5 3 0 0 12 0 1 6 0 24 3 6.4 3 0 0 12 0 1 14 1 32 3 12.5 3 0 1 13 0 1 30 0 49 3 6.25 3 0 1 12 0 1 8 0 26 3 8 3 0 0 9 0 0 33 1 48 3 9.6 3 0 0 13 0 0 16 0 35 2 9.1 3 0 0 12 1 1 20 0 38 3 7.5 3 0 0 13 1 1 6 0 25 3 5 3 0 1 12 0 1 10 1 28 3 7 3 0 1 13 1 1 1 0 20 3 3.55 3 0 0 12 1 0 2 0 20 1 8.5 3 0 0 13 1 1 0 0 19 3 4.5 3 0 0 16 0 0 17 0 39 1 7.88 3 0 1 12 0 1 8 0 26 3 5.25 3 0 0 12 1 0 4 0 22 3 5 3 0 0 12 0 1 15 0 33 3 9.33 3 0 0 12 0 1 29 0 47 3 10.5 3 0 1 12 1 1 23 0 41 1 7.5 3 0 1 12 1 1 39 0 57 3 9.5 3 0 1 12 1 1 14 0 32 3 9.6 3 0 1 17 1 1 6 0 29 1 5.87 3 0 0 14 1 0 12 1 32 3 11.02 3 0 1 12 1 1 26 0 44 3 5 3 0 0 14 0 1 32 0 52 3 5.62 3 0 1 15 0 1 6 0 27 3 12.5 3 0 1 12 0 1 40 0 58 3 10.81 3 0 1 12 0 1 18 0 36 3 5.4 3 1 1 11 0 1 12 0 29 3 7 3 0 0 12 1 1 36 0 54 3 4.59 3 2 1 12 0 1 19 0 37 3 6 3 0 1 16 0 1 42 0 64 3 11.71 3 1 0 13 0 1 2 0 21 2 5.62 3 0 1 12 0 1 33 0 51 3 5.5 3 0 1 12 1 1 14 0 32 3 4.85 3 0 1 12 0 0 22 0 40 3 6.75 3 0 0 12 0 1 20 0 38 3 4.25 3 0 1 12 0 1 15 0 33 3 5.75 3 0 1 12 0 0 35 0 53 3 3.5 3 0 1 12 0 1 7 0 25 3 3.35 3 0 1 12 0 1 45 0 63 3 10.62 3 1 0 12 0 1 9 0 27 3 8 3 0 0 12 1 1 2 0 20 3 4.75 3 0 1 17 1 0 3 0 26 3 8.5 3 0 0 14 0 1 19 1 39 1 8.85 3 0 1 12 1 1 14 0 32 3 8 3 0 1 4 0 0 54 0 64 3 6 4 0 1 14 0 0 17 0 37 3 7.14 4 0 1 8 0 1 29 0 43 1 3.4 4 0 1 15 1 1 26 0 47 3 6 4 0 0 2 0 0 16 0 24 2 3.75 4 0 0 8 0 1 29 0 43 1 8.89 4 0 0 11 0 1 20 0 37 3 4.35 4 0 1 10 1 1 38 0 54 1 13.1 4 0 1 8 1 1 37 0 51 1 4.35 4 0 1 9 0 0 48 0 63 3 3.5 4 0 0 12 0 1 16 0 34 3 3.8 4 0 0 8 0 1 38 0 52 3 5.26 4 0 1 14 0 0 0 0 20 1 3.35 4 0 0 12 0 0 14 1 32 1 16.26 4 0 0 12 0 1 2 0 20 3 4.25 4 0 1 16 0 0 21 0 43 3 4.5 4 0 1 13 0 1 15 0 34 3 8 4 0 1 16 0 1 20 0 42 3 4 4 0 0 14 0 1 12 0 32 3 7.96 4 0 1 12 1 0 7 0 25 2 4 4 0 0 11 0 0 4 0 21 3 4.15 4 0 1 13 1 0 9 0 28 3 5.95 4 0 1 12 1 1 43 0 61 2 3.6 4 0 1 10 1 0 19 0 35 3 8.75 4 0 0 8 0 1 49 0 63 3 3.4 4 0 0 12 0 1 38 0 56 3 4.28 4 0 1 12 0 1 13 0 31 3 5.35 4 0 1 12 0 1 14 0 32 3 5 4 0 1 12 0 0 20 0 38 3 7.65 4 0 0 12 0 1 7 0 25 3 6.94 4 0 0 12 0 1 9 1 27 3 7.5 4 1 1 12 0 1 6 0 24 3 3.6 4 0 0 12 1 1 5 0 23 3 1.75 4 0 1 13 1 1 1 0 20 1 3.45 4 0 0 14 0 0 22 1 42 3 9.63 4 0 1 12 0 1 24 0 42 3 8.49 4 0 1 12 0 1 15 1 33 3 8.99 4 0 0 11 1 1 8 0 25 3 3.65 4 0 1 11 1 1 17 0 34 3 3.5 4 0 1 12 1 0 2 0 20 1 3.43 4 0 0 12 1 0 20 0 38 3 5.5 4 0 1 12 0 0 26 1 44 3 6.93 4 0 1 10 1 1 37 0 53 1 3.51 4 0 1 12 0 1 41 0 59 3 3.75 4 0 0 12 0 1 27 0 45 3 4.17 4 0 1 12 0 1 5 1 23 3 9.57 4 0 1 14 0 0 16 0 36 1 14.67 4 0 1 14 0 1 19 0 39 3 12.5 4 0 1 12 0 0 10 0 28 3 5.5 4 0 1 13 1 0 1 1 20 3 5.15 4 0 0 12 0 1 43 1 61 1 8 4 0 1 13 0 0 3 0 22 1 5.83 4 0 0 12 0 1 0 0 18 3 3.35 4 0 0 12 1 1 26 0 44 3 7 4 0 1 10 0 1 25 1 41 3 10 4 0 1 12 0 1 15 0 33 3 8 4 0 1 14 1 1 10 0 30 3 6.88 4 0 0 11 0 1 45 1 62 3 5.55 4 0 0 11 0 0 3 0 20 1 7.5 4 0 0 8 0 0 47 1 61 2 8.93 4 0 1 16 0 1 6 0 28 1 9 4 0 1 10 1 1 33 0 49 3 3.5 4 0 0 16 0 0 3 0 25 3 5.77 4 1 0 14 0 0 4 1 24 2 25 4 0 0 14 0 0 34 1 54 1 6.85 4 0 1 11 1 0 39 0 56 3 6.5 4 0 1 12 1 1 17 0 35 3 3.75 4 0 1 9 0 0 47 1 62 3 3.5 4 0 1 11 0 0 2 0 19 3 4.5 4 0 0 13 1 0 0 0 19 3 2.01 4 0 0 14 0 1 24 0 44 3 4.17 4 0 0 12 0 0 25 1 43 1 13 4 0 1 14 0 1 6 0 26 3 3.98 4 0 0 12 0 1 10 0 28 3 7.5 4 0 0 12 0 1 33 0 51 1 13.12 4 0 1 12 0 0 12 0 30 3 4 4 0 0 12 1 1 9 0 27 3 3.95 4 0 1 11 1 0 18 1 35 3 13 4 0 1 12 0 0 10 0 28 3 9 4 0 1 8 1 1 45 0 59 3 4.55 4 0 0 9 0 1 46 1 61 3 9.5 4 0 1 7 1 0 14 0 27 2 4.5 4 0 1 11 0 1 36 0 53 3 8.75 4 0 0 13 0 0 34 1 53 3 10 5 2 1 18 0 0 15 0 39 3 18 5 0 1 17 0 0 31 0 54 3 24.98 5 1 1 16 0 1 6 0 28 3 12.05 5 1 0 14 1 0 15 0 35 3 22 5 0 1 12 0 0 30 0 48 3 8.75 5 0 1 18 0 0 8 0 32 3 22.2 5 0 1 18 0 0 5 0 29 3 17.25 5 1 1 17 0 1 3 1 26 3 6 5 0 0 13 1 0 17 0 36 3 8.06 5 0 1 16 0 0 5 1 27 1 9.24 5 1 1 14 0 1 10 0 30 3 12 5 0 1 15 0 1 33 0 54 3 10.61 5 0 0 18 0 0 3 0 27 3 5.71 5 0 1 16 0 1 0 0 18 3 10 5 0 0 16 1 0 13 0 35 1 17.5 5 0 1 18 0 0 12 0 36 3 15 5 0 1 16 0 1 6 0 28 3 7.78 5 0 1 17 0 0 7 0 30 3 7.8 5 0 1 16 1 0 14 1 36 3 10 5 0 1 17 0 1 5 0 28 3 24.98 5 0 0 15 1 1 10 0 31 3 10.28 5 0 1 18 0 1 11 0 35 3 15 5 0 1 17 0 1 24 0 47 3 12 5 0 1 16 0 0 9 0 31 3 10.58 5 1 0 18 1 0 12 0 36 3 5.85 5 0 1 18 0 0 19 0 43 3 11.22 5 0 1 14 0 1 14 0 34 3 8.56 5 0 1 16 0 1 17 0 39 3 13.89 5 1 0 18 1 0 7 0 31 3 5.71 5 0 0 18 0 0 7 0 31 3 15.79 5 0 1 16 0 1 22 0 44 3 7.5 5 0 1 12 0 1 28 0 46 3 11.25 5 0 1 16 0 1 16 0 38 3 6.15 5 0 0 16 1 0 16 0 38 1 13.45 5 0 0 16 0 1 7 0 29 3 6.25 5 0 1 12 0 1 11 0 29 3 6.5 5 0 0 12 0 1 11 0 29 3 12 5 0 1 12 0 1 16 0 34 3 8.5 5 0 0 18 0 0 33 1 57 3 8 5 0 0 12 1 1 21 0 39 3 5.75 5 0 1 16 0 0 4 0 26 3 15.73 5 1 1 15 0 0 13 0 34 3 9.86 5 0 1 18 0 0 14 1 38 3 13.51 5 0 1 16 0 1 10 0 32 3 5.4 5 0 1 18 1 0 14 0 38 3 6.25 5 0 1 16 1 0 29 0 51 3 5.5 5 0 1 12 0 0 4 0 22 2 5 5 0 0 18 0 0 27 0 51 1 6.25 5 0 1 12 0 0 3 0 21 3 5.75 5 0 1 16 1 0 14 1 36 3 20.5 5 0 1 14 0 0 0 0 20 3 5 5 2 1 18 0 0 33 0 57 3 7 5 0 1 16 1 0 38 0 60 3 18 5 0 1 18 0 1 18 1 42 3 12 5 0 1 17 0 0 3 0 26 3 20.4 5 1 0 18 0 1 40 0 64 3 22.2 5 0 0 14 0 0 19 0 39 3 16.42 5 1 0 14 0 1 4 0 24 3 8.63 5 0 0 16 0 1 11 0 33 3 19.38 5 0 1 16 0 1 16 0 38 3 14 5 0 1 14 0 0 22 0 42 3 10 5 0 1 17 0 1 13 1 36 3 15.95 5 0 0 16 1 1 28 1 50 3 20 5 0 1 16 0 1 10 0 32 3 10 5 0 1 16 1 1 5 0 27 3 24.98 5 0 0 15 0 0 5 0 26 3 11.25 5 0 0 18 0 1 37 0 61 3 22.83 5 1 0 17 0 1 26 1 49 3 10.2 5 0 1 16 1 1 4 0 26 3 10 5 0 1 18 0 1 31 1 55 3 14 5 0 0 17 0 1 13 1 36 3 12.5 5 0 1 12 0 1 42 0 60 3 5.79 5 0 1 17 0 0 18 0 41 2 24.98 5 0 1 12 0 1 3 0 21 3 4.35 5 0 1 17 0 1 10 0 33 3 11.25 5 0 0 16 0 1 10 1 32 3 6.67 5 0 0 16 0 1 17 0 39 2 8 5 0 1 18 0 0 7 0 31 3 18.16 5 0 1 16 0 1 14 0 36 3 12 5 0 1 16 0 1 22 1 44 3 8.89 5 0 1 17 0 1 14 0 37 3 9.5 5 0 1 16 0 0 11 0 33 3 13.65 5 0 1 18 0 0 23 1 47 3 12 5 0 1 12 0 0 39 1 57 3 15 5 0 1 16 0 0 15 0 37 3 12.67 5 0 1 14 0 1 15 0 35 2 7.38 5 0 0 16 0 0 10 0 32 3 15.56 5 0 0 12 1 1 25 0 43 3 7.45 5 0 0 14 0 1 12 0 32 3 6.25 5 0 1 16 1 1 7 0 29 2 6.25 5 0 1 17 0 0 7 1 30 3 9.37 5 0 1 16 0 0 17 0 39 3 22.5 5 1 1 16 0 0 10 1 32 3 7.5 5 0 1 17 1 0 2 0 25 3 7 5 0 1 9 1 1 34 1 49 1 5.75 5 0 1 15 0 1 11 0 32 3 7.67 5 0 1 15 0 0 10 0 31 3 12.5 5 0 0 12 1 0 12 0 30 3 16 5 0 1 16 0 1 6 1 28 3 11.79 5 0 0 18 0 0 5 0 29 3 11.36 5 0 0 12 0 1 33 0 51 1 6.1 5 0 1 17 0 1 25 1 48 1 23.25 5 0 1 12 1 0 13 1 31 3 19.88 5 0 1 16 0 0 33 0 55 3 15.38 5 1 1