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Stats Check

I would like someone to check if my answers to these questions are correct or not. Also, if there are something I did wrong, please help me correct them too.

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 ps. I have attached the actual questions and data works under the files named “homework_4_1 x” and “homework_4_data_1.xlsx” too. 

I want this in 10 hours!!!

QSO 510 Summer 2013

QSO 510 Summer 2013 Homework #4 Page 4

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Names:

Correlation and simple regression

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8.
Do minimum rounding at intermediate steps
(use at least four significant digits). Round off the final answers appropriately. Note: 0.0042 is only two significant digits as leading zeros are not considered significant. 0.4200 is four significant digits as trailing zeros are considered significant.

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Question #1:

The Excel file Homework 4 Data.xlsx has a tab labeled “Education income” which provides data on the median income of households in each county in the US and the percentage of the population in each county having a high-school education for the same counties. Plot the data with the high school education on the x-axis and the median income on the y-axis:

Determine the linear regression model of median income versus education using income as the dependent (y) variable. Use the long, SSxx, SSyy, etc. method of calculating the model. Write out the linear equation.

= 76.85704 (Please see excel file)

= 44,839.1665(Please see excel file)

SSxx = 279,175.2481 (Please see excel file)

SSyy = 476,876,000,000.00 (Please see excel file)

SSxy = 243,852,830.90 (Please see excel file)

b1 = 873.4758 (Please see excel file)

b0 = -22,293.5969 (Please see excel file)

Linear Equation: = b0+b1X; = -22,293.5696+873.475X

Determine the correlation coefficient for this relation. Based on the correlation coefficient, do you believe the linear model implies a relation between income and education?

r = 0.6683 (Please see excel file)

This coefficient is 0.66683 which means there is a relation between high school education and income.

Is it reasonable to expect that income and education are related?

Yes, as we can be seen from the equation, the slope indicates that the income increases when the percent of high school education increases. And we have the coefficient = 0.6683 which is close to 1, thus, we may say that the high school education is one of the factors that indicate the income.

Question #2:

The tab “Education income” also contains the percentage of the population for each county who have a bachelor’s degree. Use the regression tool to calculate a linear model of the income versus a bachelor’s degree (again use income as the dependent variable). Paste the regression report below and write out the linear equation:

Linear Equation:

y = 873.4758x – 22,293.5969

What does the p-value or t-statistic for the relation between income and education imply?

What is the correlation coefficient? What does it imply about the relation between these two variables? (Note the R2 value is not the correlation coefficient.)

Correlation Coefficient = = 0.6683

It shows a statistically meaningful relationship between bachelor’s degree and median income in my opinion since it’s close to 1.

What do the two models imply about the relative value of a high school or a college education?

Question #3:

Problem 3, Page 389 in the text.

High school education(%) vs Median income($)
Income 78.7 82.0 64.7 63.2 70.4 60.5 67.8 73.9 64.2 63.5 66.2 65.0 70.8 66.0 62.9 73.2 73.3 67.7 65.7 68.4 60.1 70.4 77.8 70.3 63.8 77.6 68.5 74.1 66.1 62.1 65.6 64.8 65.2 66.7 76.5 67.0 80.9 65.1 76.4 65.6 81.4 74.5 64.3 70.0 85.4 71.9 63.2 69.4 76.7 67.9 80.3 76.3 62.4 69.7 69.1 61.9 66.5 71.3 86.8 64.8 69.7 70.1 78.8 67.2 72.3 59.5 62.6 74.7 78.5 90.3 71.0 88.9 91.7 76.6 91.8 88.9 93.2 88.5 89.6 85.4 72.2 88.1 74.8 77.4 72.0 84.1 90.6 84.4 86.8 88.5 66.3 85.8 84.3 74.3 63.6 79.5 83.8 78.2 75.6 82.5 69.3 82.5 77.5 71.2 83.4 72.7 60.7 84.7 65.8 72.4 72.5 77.5 80.4 76.8 66.6 68.7 71.8 64.2 75.3 60.6 74.8 73.1 74.1 73.2 77.3 71.5 69.2 68.3 66.8 65.0 73.1 83.3 71.1 72.2 78.3 77.2 72.1 69.2 73.3 70.7 75.5 73.3 66.0 74.8 67.6 65.3 63.3 56.2 65.0 73.4 69.8 77.6 67.8 76.0 74.3 64.7 63.8 69.8 69.1 70.2 73.5 73.8 62.2 68.8 62.0 72.6 77.4 68.2 84.4 69.2 65.1 82.3 65.4 68.0 76.6 64.6 72.9 68.0 74.5 71.6 79.5 72.9 60.6 64.1 82.4 88.3 84.0 82.3 85.7 64.0 86.9 71.6 89.1 67.5 68.5 84.9 59.0 82.3 68.5 68.8 77.3 79.6 69.9 65.4 91.2 85.1 80.8 63.8 77.1 87.9 68.4 80.4 90.3 79.5 90.5 88.0 75.0 83.3 74.9 74.2 82.6 81.2 71.2 85.6 85.3 79.2 83.4 83.2 83.3 85.2 83.8 83.8 84.9 70.4 73.0 75.7 81.0 61.7 84.3 80.1 79.8 71.8 78.8 82.6 90.7 87.3 78.5 77.2 92.8 88.5 84.1 93.4 72.1 68.2 77.5 90.3 80.1 78.9 76.0 97.0 86.6 92.5 91.3 80.5 85.4 94.1 92.3 94.1 93.1 77.8 86.2 91.8 86.3 77.0 79.5 91.4 92.3 76.9 81.8 82.3 85.0 91.6 79.6 81.1 80.7 71.4 75.7 93.4 93.3 81.6 96.3 72.0 81.3 88.4 78.1 95.3 70.0 92.1 93.6 79.3 93.3 94.0 81.7 79.6 79.5 84.4 82.4 85.9 88.7 83.0 86.0 89.2 79.6 79.4 85.5 76.5 77.8 88.1 71.9 81.0 74.2 86.3 82.0 69.1 82.1 78.3 86.4 81.8 74.7 63.5 65.9 82.7 82.1 85.9 68.3 70.7 72.4 69.8 72.6 62.9 58.0 54.2 78.5 74.5 80.8 65.2 81.6 69.1 73.2 68.2 79.8 82.3 89.1 73.9 65.6 67.5 81.4 78.2 85.3 67.9 84.9 81.0 88.0 65.1 81.8 79.1 83.6 77.6 84.0 74.8 70.4 87.2 77.7 85.4 87.1 88.7 77.3 73.2 70.0 72.5 82.0 78.4 76.0 71.2 67.3 56.3 67.7 66.0 72.6 65.4 73.3 71.8 65.8 66.0 77.2 71.7 72.5 67.5 79.0 77.9 64.9 69.8 65.5 83.3 56.9 71.1 76.0 65.1 80.2 88.8 60.4 84.4 81.0 64.3 80.1 58.9 88.8 64.8 64.9 87.9 64.6 81.6 67.3 65.9 67.0 79.5 69.7 85.1 66.3 68.5 73.7 81.1 68.4 60.5 78.9 67.2 61.4 65.7 70.9 92.4 71.5 85.7 67.0 84.0 66.0 66.1 82.2 65.9 69.4 70.1 87.3 70.9 70.5 62.2 63.0 79.0 71.1 66.0 84.2 84.3 67.7 68.1 69.7 63.3 58.5 62.0 62.4 77.9 71.3 67.0 70.3 81.3 86.8 71.0 74.3 77.7 72.0 66.7 71.2 63.2 70.8 65.4 65.8 69.0 65.3 77.7 71.4 74.0 61.1 78.9 74.7 86.7 72.1 80.8 73.4 70.2 69.8 75.3 63.3 73.4 75.5 57.8 75.4 62.4 78.0 82.4 70.0 66.9 67.9 67.8 71.1 63.2 69.9 64.8 56.2 66.3 63.6 63.6 64.5 73.5 67.9 67.3 75.1 61.8 73.0 67.7 63.2 74.2 66.7 66.8 73.5 70.3 57.1 68.3 70.1 61.3 67.9 76.0 63.0 68.2 65.0 70.4 68.3 84.6 84.8 39.5 83.3 83.4 90.8 80.8 87.5 85.5 79.8 80.6 90.2 86.3 85.6 87.8 80.0 82.6 88.4 76.0 86.6 76.9 64.0 80.1 84.5 87.2 88.2 80.4 79.4 72.6 82.9 84.4 75.1 87.3 91.0 82.5 84.2 77.4 88.5 73.7 85.5 86.4 67.6 74.5 74.7 77.9 87.3 81.3 88.9 76.6 83.7 67.0 72.8 80.8 63.3 84.1 79.9 83.3 80.0 91.0 81.0 80.0 75.9 77.4 82.9 77.7 79.3 80.2 87.5 83.5 79.3 90.0 81.4 82.3 83.4 72.2 86.0 76.7 78.3 73.6 78.9 86.9 74.3 85.7 68.1 82.4 84.5 80.3 85.2 82.6 77.0 82.5 83.6 67.1 80.2 79 .8 89.9 81.8 86.6 81.4 81.3 80.2 78.1 80.4 86.9 89.2 90.7 83.2 82.1 84.3 79.1 85.0 79.9 76.5 88.3 84.9 87.2 77.1 79.9 78.8 83.1 83.8 72.3 88.7 79.6 75.8 70.7 83.8 71.3 83.4 82.6 80.9 76.1 88.1 83.6 83.1 82.9 83.4 84.1 85.0 74.8 78.7 82.2 82.3 79.1 75.2 74.6 79.8 86.9 79.8 81.4 87.8 80.0 85.7 83.8 86.3 81.3 88.3 83.6 83.2 81.8 79.9 82.3 80.1 70.6 71.8 82.0 79.1 84.7 81.6 80.2 75.7 73.7 82.4 80.7 76.1 80.2 80.9 79.2 79.2 94.2 87.8 80.3 88.5 79.6 83.3 85.0 79.8 82.4 78.5 81.0 76.2 85.7 81.7 81.6 60.2 80.7 80.6 77.4 80.1 81.6 79.8 74.2 81.9 88.5 85.7 80.7 78.7 77.3 78.4 73.8 74.9 80.5 74.8 75.6 88.3 84.4 79.8 81.2 79.6 78.9 79.6 82.4 71.4 79.8 81.2 72.0 84.3 80.8 71.4 87.8 83.7 79.9 83.1 81.2 81.0 81.7 85.0 86.3 75.2 78.1 87.3 82.1 86.2 87.8 84.5 81.4 81.4 82.5 87.8 86.5 89.0 87.7 84.6 81.3 82.2 85.4 83.7 85.9 87.7 87.3 87.5 83.4 84.4 88.0 82.6 85.6 78.5 89.5 78.9 81.7 85.1 85.8 89.2 85.2 82.2 84.8 85.9 84.0 85.0 85.6 86.5 85.4 87.3 85.8 85.7 85.0 86.1 79.3 86.3 85.0 87.0 81.5 86.8 88.1 93.7 85.3 84.0 85.6 83.6 90.6 79.7 79.1 78.7 87.6 82.6 84.0 82.3 83.2 84.4 81.7 82.2 81.8 80.3 80.7 81.1 85.5 83.7 87.4 86.6 88.3 84.0 86.7 82.8 84.2 86.3 86.6 80.4 93.5 84.2 83.3 87.3 82.7 81.5 90.0 82.5 83.9 84.2 87.3 84.1 81.4 86.0 84.4 83.1 81.9 84.7 85.8 82.3 84.2 84.6 87.3 87.1 81.0 80.3 85.5 87.4 87.0 85.5 86.9 91.3 85.4 84.5 86.4 86.4 80.2 92.4 81.2 80.0 87.2 84.8 67.4 69.9 85.3 86.0 84.5 83.6 71.5 73.6 83.7 80.9 76.7 83.8 85.3 74.8 86.9 87.7 88.9 87.6 94.9 75.8 84.7 85.2 83.0 88.5 86.5 85.0 80.9 86.7 81.8 85.9 84.4 85.1 80.3 87.5 88.1 81.2 84.7 81.9 83.7 83.5 84.4 84.8 85.5 84.8 86.2 84.8 84.4 89.2 86.3 84.7 82.7 88.6 83.4 93.8 87.1 82.8 83.1 87.0 84.5 85.1 63.7 88.1 87.8 86.6 84.6 82.9 78.0 80.5 86.3 92.7 84.3 89.9 84.0 81.2 77.7 81.1 83.4 74.0 60.1 64.5 80.4 76.3 69.5 59.0 56.6 85.1 75.4 78.0 76.6 69.6 57.5 68.9 76.0 60.7 73.1 77.9 80.8 73.4 68.1 64.4 57.4 77.2 75.0 49.4 53.5 67.0 56.0 80.7 61.7 52.6 58.5 85.8 66.5 61.3 78.8 69.5 68.0 69.4 72.4 73.4 62.8 61.4 75.1 77.2 82.3 58.7 74.2 58.2 78.3 73.4 64.4 71.3 52.9 81.8 79.1 63.8 82.1 58.7 54.1 71.0 63.9 58.2 50.9 52.5 58.5 57.4 64.6 74.3 68.5 68.0 80.3 52.6 70.8 75.2 50.1 70.5 76.9 54.0 73.3 77.9 57.6 75.8 58.0 57.8 70.5 56.4 65.8 79.0 62.9 67.0 86.5 67.9 49.2 72.8 58.3 61.8 56.1 65.6 60.9 57.7 70.9 61.8 80.5 79.1 73.6 75.4 68.0 63.5 72.1 70.7 76.9 80.3 68.8 57.8 70.9 61.3 53.6 82.6 64.7 63.2 79.6 59.4 59.8 75.0 71.9 83.0 78.7 77.0 65.4 68.1 61.4 65.7 64.6 70.3 83.9 57.9 70.7 55.5 61.4 73.1 66.9 65.7 73.6 79.3 69.4 79.8 66.3 68.5 80.4 77.2 63.4 66.6 72.7 74.7 78.6 68.7 69.1 74.6 67.4 61.9 70.8 73.1 80.0 67.5 73.9 76.9 62.0 62.9 65.9 83.9 71.5 63.2 67.1 71.7 65.6 80.1 68.2 70.8 73.4 59.5 53.3 65.4 79.8 76.9 90.1 85.2 87.8 85.2 87.5 87.9 82.4 85.7 80.3 88.0 80.8 84.6 79.9 86.5 79.9 86.4 84.3 86.9 75.0 85.3 81.2 85.8 74.2 87.1 79.2 86.7 93.1 78.8 90.3 84.9 84.2 85.3 69.5 84.4 77.8 80.7 81.7 68.4 91.8 85.1 73.2 90.4 84.6 88.0 79.2 89.4 88.5 91.6 91.3 87.6 78.1 83.5 79.7 81.5 82.3 83.1 84.6 76.8 80.6 86.8 82.4 85.4 81.9 80.0 83.2 80.4 86.0 81.9 82.4 76.1 89.2 80.8 86.1 88.8 89.5 89.0 83.1 78.3 85.5 89.3 83.5 83.1 84.6 78.3 88.1 83.4 77.9 84.8 86.1 84.2 88.8 80.0 84.6 83.7 72.2 84.5 90.7 83.4 91.4 75.5 82.5 82.9 81.4 88.5 82.7 83.8 83.5 89.0 78.6 83.1 81.2 74.8 83.1 78.7 89.3 79.8 75.0 83.8 80.5 73.7 85.5 86.6 77.0 79.5 81.6 82.8 78.6 79.7 79.4 84.4 81.2 78.9 91.5 77.0 82.0 80.4 91.0 82.9 83.4 84.9 79.0 87.7 81.7 84.3 91.4 83.9 81.6 88.7 86.7 76.4 88.7 80.4 86.3 93.2 86.7 85.6 83.6 81.7 81.2 86.7 83.5 90.6 85.5 86.1 86.6 85.6 84.1 80.6 83.5 79.7 81.9 80.8 86.4 84.6 84.6 79.8 82.6 84.7 75.0 79.1 83.7 81.5 81.3 79.7 82.3 79.1 90.1 75.8 80.0 91.1 81.4 81.3 79.0 77.6 82.0 81.8 87.6 78.8 80.2 80.9 85.2 81.5 82.5 87.2 91.0 89.9 79.2 86.2 86.6 84.4 80.4 79.3 82.2 85.6 79.5 84.8 94.0 75.9 84.5 84.0 88.1 81.9 73.4 68.1 67.2 63.4 58.8 65.3 64.4 66.6 59.4 65.1 71.6 68.8 68.6 62.2 69.3 67.2 81.6 79.3 67.5 69.8 67.4 63.8 77.9 80.3 80.4 59.7 53.7 58.8 65.9 81.0 66.7 59.7 66.4 73.9 60.5 78.5 83.0 74.9 72.9 64.1 74.7 61.9 72.0 75.5 83.0 66.5 61.0 65.5 62.1 67.7 72.9 58.4 80.0 63.5 74.6 72.0 70.3 66.7 64.9 55.1 81.8 62.0 60.6 68.8 70.8 74.8 59.3 54.4 71.7 65.5 64.6 60.5 68.5 67.0 77.0 66.5 64.7 67.7 58.1 68.2 69.0 65.0 84.6 84.7 80.0 75.1 75.7 77.3 76.9 71.8 70.7 89.2 81.5 70.5 81.5 78.9 82.9 81.1 79.1 66.6 86.7 74.0 79.6 85.9 79.6 88.7 86.1 85.3 80.3 69.4 78.5 72.8 79.1 77.0 66.3 69.7 63.7 77.7 74.0 81.8 84.7 79.0 80.1 77.3 73.4 81.9 81.3 73.4 65.2 83.4 79.5 79.4 86.0 80.0 72.9 79.9 77.4 79.5 76.4 80.0 80.6 69.4 77.8 68.6 74.5 79.4 82.5 73.9 61.1 77.6 78.7 71.1 74.5 63.6 79.8 87.1 72.0 75.2 73.0 58.2 71.2 78.3 79.0 76.0 91.8 77.5 85.1 80.0 78.7 77.1 79.3 65.2 62.1 89.1 73.1 73.8 72.4 88.0 74.0 81.4 76.8 72.9 67.6 81.0 66.9 80.4 72.4 81.4 71.4 76.6 79.5 62.5 59.7 74.8 80.2 71.1 71.3 89.3 76.4 78.7 85.2 88.1 83.3 87.1 87.1 84.9 85.3 82.7 84.5 85.7 86.3 87.4 93.3 84.7 78.6 70.5 87.8 86.8 90.2 87.6 84.2 91.4 75.0 80.2 86.1 89.8 83.4 83.2 91.0 82.6 87.6 82.9 82.4 81.6 83.4 81.9 78.8 87.4 83.5 80.6 84.4 81.2 81.2 85.1 87.5 88.9 83.4 81.0 86.3 83.9 69.0 76.8 88.5 86.3 85.5 89.5 94.2 93.4 84.4 88.1 83.0 83.3 89.2 84.1 83.4 89.4 83.5 86.4 85.2 86.7 86.7 72.0 78.7 87.5 73.5 86.9 73.6 85.3 82.1 83.5 87.3 82.4 88.2 85.7 88.3 84.2 82.0 85.2 81.1 88.9 90.3 83.2 82.2 89.6 85.8 89.1 85.6 84.5 89.7 87.2 84.2 80.4 88.5 86.6 82.2 84.6 82.0 90.5 86.3 90.8 91.8 88.6 82.6 85.3 79.4 80.6 85.5 84.5 85.6 83.7 87.1 89.1 84.6 84.7 86.6 87.9 81.8 87.4 81.2 93.3 86.8 79.6 87.5 86.1 82.0 86.4 86.2 80.9 83.7 80.4 84.7 89.7 87.0 83.6 90.8 87.2 85.1 79.5 91.6 79.1 78.9 76.7 78.3 79.2 83.0 81.5 77.1 79.2 75.9 86.7 83.9 82.0 82.5 85.7 88.2 86.2 76.9 87.7 87.0 88.2 90.5 86.4 83.0 78.2 86.6 87.2 80.3 81.9 68.5 75.6 84.3 70.5 91.5 81.8 84.4 87.9 90.6 83.0 73.3 79.4 89.6 89.8 79.3 84.9 84.4 78.4 72.6 75.0 80.8 78.4 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40380.0 47859.0 45063.0 41554.0 56575.0 40266.0 29628.0 40099.0 45619.0 36446.0 48418.0 54836.0 43150.0 59636.0 30496.0 57936.0 45642.0 41879.0 32006.0 40678.0 40015.0 56213.0 41368.0 36197.0 39655.0 27091.0 47311.0 47099.0 48273.0 41837.0 45382.0 39780.0 41466.0 44677.0 33255.0 37129.0 57440.0 38068.0 34147.0 57649.0 63748.0 32182.0 39176.0 44132.0 37841.0 45860 .0 36456.0 37734.0 32765.0 40690.0 35913.0 46569.0 28136.0 37501.0 46703.0 39882.0 49382.0 37803.0 41147.0 41267.0 44836.0 51492.0 41448.0 34363.0 33090.0 43201.0 41837.0 37870.0 32629.0 40982.0 39804.0 41417.0 27332.0 46424.0 31876.0 50310.0 42720.0 39364.0 32696.0 39968.0 65477.0 44865.0 37346.0 36492.0 36432.0 40251.0 36688.0 33739.0 46290.0 48934.0 43398.0 48384.0 40167.0 41076.0 58568.0 39665.0 36087.0 39256.0 37965.0 25566.0 43397.0 54983.0 42778.0 32334.0 35475.0 30002.0 38601.0 57660.0 37185.0 83885.0 35794.0 42349.0 35012.0 34789.0 41477.0 44844.0 38753.0 38292.0 40738.0 39235.0 37476.0 42711.0 47820.0 50724.0 21245.0 38082.0 45221.0 35960.0 44263.0 38420.0 59446.0 43813.0 31177.0 36160.0 36401.0 41775.0 42671.0 60195.0 34847.0 38372.0 42927.0 37302.0 34968.0 36528.0 45093.0 49859.0 40508.0 49092.0 37828.0 47321.0 36173.0 41461.0 39943.0 43485.0 37975.0 28467.0 78064.0 51499.0 39380.0 53980.0 42333.0 42058.0 39261.0 31712.0 21683.0 44468.0 57452.0 51144.0 43814.0 39691.0 69161.0 40290.0 51299.0 45287.0 41691.0 42627.0 49096.0 44086.0 46572.0 64716.0 38136.0 51190.0 62270.0 36220.0 42535.0 46113.0 83625.0 58923.0 44435.0 59000.0 63865.0 47903.0 41193.0 56659.0 55536.0 51396.0 44798.0 61369.0 39249.0 53627.0 55396.0 50663.0 51305.0 40014.0 47299.0 52743.0 49180.0 52377.0 38941.0 65329.0 49619.0 51816.0 48136.0 46995.0 81101.0 55411.0 45072.0 55529.0 39130.0 62731.0 40277.0 28595.0 38467.0 47990.0 51292.0 39387.0 55025.0 37240.0 75354.0 66425.0 48034.0 58301.0 40956.0 30163.0 53528.0 48138.0 104335.0 79811.0 40659.0 59694.0 4898 9.0 60427.0 44961.0 58470.0 72483.0 36914.0 59127.0 41196.0 38527.0 76237.0 63315.0 40956.0 38274.0 58426.0 71566.0 46267.0 64213.0 64205.0 42788.0 29572.0 103817.0 50722.0 35914.0 51306.0 55639.0 40395.0 47469.0 41618.0 47332.0 68992.0 36399.0 49083.0 39734.0 55211.0 42943.0 36952.0 45252.0 69503.0 40293.0 64206.0 84910.0 43604.0 59142.0 42514.0 61390.0 46388.0 52455.0 34543.0 35193.0 50427.0 38726.0 43761.0 74051.0 86003.0 48348.0 39915.0 35148.0 54609.0 42148.0 46081.0 33661.0 41496.0 74606.0 72158.0 37064.0 35258.0 41721.0 39915.0 65321.0 33585.0 55642.0 39037.0 34628.0 39047.0 87075.0 96449.0 40790.0 44521.0 36348.0 50889.0 38553.0 42733.0 37308.0 41495.0 77764.0 78260.0 35325.0 47111.0 40955.0 29335.0 37140.0 78422.0 43436.0 31737.0 40062.0 39544.0 50200.0 42405.0 52927.0 62697.0 42076.0 47749.0 44199.0 43624.0 43155.0 60559.0 48037.0 46920.0 62274.0 43124.0 51230.0 49514.0 39118.0 50193.0 42993.0 45410.0 43974.0 58588.0 48748.0 68429.0 60297.0 41896.0 44112.0 45713.0 45383.0 50959.0 38266.0 40175.0 40778.0 58191.0 55986.0 54557.0 50612.0 68304.0 48026.0 44634.0 60470.0 50776.0 46214.0 51498.0 36796.0 44834.0 31833.0 49899.0 33043.0 31425.0 42456.0 36661.0 27777.0 28475.0 34427.0 31909.0 29424.0 37223.0 34663.0 40763.0 43458.0 40995.0 39342.0 41752.0 57122.0 43467.0 34842.0 29173.0 31671.0 21795.0 36850.0 39892.0 34929.0 34278.0 40098.0 27480.0 36849.0 35497.0 45076.0 34723.0 39695.0 39171.0 42141.0 33986.0 35950.0 53927.0 36277.0 35142.0 35184.0 31553.0 27222.0 34916.0 33791.0 37705.0 34722.0 35210.0 27104.0 39822.0 39582.0 42847.0 30807.0 43006.0 40714.0 47984.0 42983.0 59791.0 47887.0 44049.0 67672.0 50972.0 44511.0 58010.0 43942.0 63364.0 58173.0 49964.0 45346.0 49886.0 50486.0 44733.0 58672.0 41223.0 46687.0 55647.0 50799.0 54733.0 38078.0 47649.0 60375.0 45486.0 60464.0 56414.0 50812.0 47913.0 42697.0 50359.0 55722.0 58140.0 45385.0 46015.0 37898.0 49046.0 47849.0 53038.0 48427.0 63866.0 80771.0 48414.0 63787.0 53014.0 55980.0 45376.0 61866.0 43765.0 58594.0 40349.0 70711.0 53990.0 41563.0 49006.0 59520.0 49563.0 48774.0 42710.0 43458.0 59568.0 43402.0 73418.0 80892.0 52663.0 47630.0 57214.0 53545.0 37061.0 42071.0 63767.0 46420.0 50981.0 45829.0 41841.0 41487.0 38475.0 43783.0 50986.0 52514.0 47139.0 38234.0 46122.0 43595.0 44460.0 50261.0 59907.0 70304.0 57341.0 44982.0 41641.0 12729.0 14655.0 14773.0 16679.0 16381.0 16246.0 16086.0 14783.0 15069.0 14575.0 25567.0 17481.0 21269.0 16951.0 16779.0 27337.0 16544.0 17317.0 21163.0 14136.0 20026.0 15530.0 14021.0 15172.0 21894.0 21189.0 19837.0 14319.0 12514.0 15592.0 14625.0 33741.0 21177.0 15934.0 21556.0 18466.0 15042.0 14443.0 16596.0 16827.0 14655.0 12467.0 12193.0 18823.0 14418.0 17547.0 16472.0 11898.0 14981.0 15158 .0 14509.0 15563.0 14754.0 16071.0 12802.0 15475.0 15697.0 16732.0 15718.0 14752.0 19317.0 16072.0 14664.0 16849.0 22356.0 15738.0 14111.0 15312.0 25918.0 23597.0 28295.0 12806.0 17372.0 17936.0 12012.0 15097.0 15823.0 15350.0

Data Anylysis

r

>

Statistics

.

6

3

2

2

6

5

9

8

.7

7

02

Regression 1

9995

3

.

6

9955

6.

2

9

0

124

4.524

0

5

04

12

75

75

49

Standard Error

9

255

.04

9

1

.

9464

13

70

9

49905E-

305138463

633

17

-24895.5305138463 -19691.

33371757

.4

758276916

9963507

582

9444

0

.

7

4

23

83

67

23 907.0842070409

Regression
Multiple R 0 6 8 3

 54 9
R Square 0.

44 65 63 7
Adjusted R Square 0.44

 64 84 35 1
Standard Error 90 56 94 58 75
Observations 32 19
ANOVA
df SS MS F Significance F
2

 12 53 30 22 21 29 33 30.2 26 2

 59 74 71 10 24
Residual 32

 17 26

38 76 23 82 25 2

 8.2 70
Total 32

 18 47 68 67 64.7
Coefficients t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept -222

 93.5 69 11 13 27 20 50 31 –

 16 79 77 8.

 91 89 34 61 -2489

5.5 -196

 91.6 37 57 66
Bachelor (%) 8

 73 1

 7.1 40 50.9 87 8

39 86 44

 83 907.0842070409 9.8 44834

Graph

.7

82

3

64.7

5

.5

44

950

65

9

66

.9

463

70.4

23

67

.9

65.6

70

63.2

08

64.8

71

.9

72

88.5

82.5

64.2

74.8

74.1

73.2

65

73.1

72.2

73.3

73.3

66

74.8

65

76

74.3

64.7

63.8

69.8

62

84.4

69.2

65.1

68

68

74.5

79.5

72.9

60.6

84

82.3

64

71.6

59

82.3

68.5

68.8

65.4

63.8

80.4

90.3

79.5

88

75

83.3

71.2

83.4

83.3

83.8

83.8

70.4

73

81

84.3

71.8

82.6

78.5

77.2

88.5

84.1

72.1

68.2

77.5

90.3

80.1

76

97

85.4

94.1

77.8

91.8

77

79.5

92.3

82.3

85

91.6

79.6

75.7

93.4

72

70

93.3

94

79.6

79.5

84.4

82.4

83

86

79.6

77.8

71.9

81

74.2

86.3

82

69.1

78.3

81.8

74.7

63.5

82.1 45356
70.7

72.4

69.8

72.6

58

78.5

74.5

80.8

65.2

81.6

69.1

73.2

68.2

79.8

82.3

89.1

73.9

65.6

67.5

81.4

78.2

85.3

84.9

81

88

65.1

81.8

77.6

84

74.8

70.4

85.4

88.7

77.3

73.2

70

72.5

82

76

71.2

66

72.6

65.4

73.3

71.8

65.8

66

77.2

72.5

67.5

79

69.8

83.3

71.1

76

65.1

84.4

81

64.3

80.1

88.8

64.8

64.9 36738
87.9

64.6

81.6

67.3

65.9

67

79.5

69.7

85.1

66.3

68.5

81.1

68.4

78.9

65.7

71.5

85.7

67

84

66

65.9

70.1

87.3

70.9

62.2

63

79

71.1

66

84.3

67.7

69.7

63.3

62

62.4

77.9

71.3

67

70.3

81.3

86.8

71

74.3

77.7

72

41090

71.2

63.2

70.8

65.4

65.8 41026
69

65.3

77.7

71.4

74

78.9

74.7

72.1

80.8

73.4

70.2

69.8

75.3

63.3

73.4

75.5

62.4

78

82.4

70

67.9

67.8

71.1

63.2

64.8

56.2

66.3

63.6

63.6

73.5

67.9

67.3

73

67.7

63.2

74.2

66.7

66.8

73.5

70.3

68.3

70.1

67.9

76

63

68.2

65

70.4

68.3

83.3

83.4

80.8

85.5

79.8

86.3

85.6

80

82.6

88.4

76

86.6

76.9

64

80.1

87.2

80.4

79.4

72.6

84.4

75.1

87.3

91

82.5

84.2

77.4

88.5

73.7

85.5

86.4

67.6

74.5

74.7

77.9

87.3

81.3

76.6

67

80.8

63.3

84.1

83.3

80

91

81

80

77.4

82.9

77.7

79.3

80.2

87.5

79.3

90

81.4

82.3

83.4

72.2

86

76.7

78.3

78.9

74.3

85.7

68.1

82.4

84.5

80.3

85.2

82.6

77

82.5

83.6

80.2

79.8

81.8

86.6

81.4

81.3 39083
80.2

78.1

80.4

86.9

89.2

90.7

83.2

82.1

84.3

79.1

85

79.9

76.5

88.3

84.9

87.2

77.1

79.9

78.8

83.8

72.3

88.7

79.6

70.7

83.8

71.3

83.4

82.6

88.1

83.6

83.1

82.9

83.4

84.1

85

74.8

82.2

82.3

79.1

79.8

86.9

79.8

81.4

87.8

80

85.7

83.8

86.3

81.3

88.3

83.6

83.2

81.8

79.9

82.3

80.1

71.8

82

79.1

84.7

81.6

80.2

75.7

73.7

82.4

80.7

76.1

80.2

80.9

79.2

79.2

87.8

80.3

88.5

79.6

83.3

85

79.8

82.4

78.5

81

85.7

81.7

81.6

80.7

80.6

77.4

80.1

81.6

79.8

74.2

88.5

85.7

80.7

78.7

77.3

78.4

73.8

74.9

80.5

74.8

75.6

88.3

84.4

79.8

81.2

79.6

78.9

79.6

82.4

71.4

79.8

81.2

72

84.3

80.8

71.4

87.8

83.7

79.9

83.1

81.2

81

81.7

85

86.3

75.2

78.1

87.3

82.1

86.2

87.8

84.5

81.4

81.4

82.5

87.8

89

84.6

81.3

82.2

85.4

83.7

85.9

87.7

87.3

87.5

83.4

84.4

88

82.6

85.6

78.5

78.9

81.7

85.1

89.2

85.2

82.2

84.8

85.9

84

85

85.6

86.5

85.4

87.3

85.8

85.7

85

79.3

86.3

85

87

86.8

88.1

85.3

84

85.6

83.6

90.6

79.1

78.7

82.6

84

82.3

83.2 54617
84.4

81.7

82.2

81.8

80.3

80.7

81.1

85.5

83.7

86.6

88.3

84

86.7

84.2

86.3

86.6

80.4

93.5

84.2

83.3

87.3

82.7

81.5

90

82.5

84.2

87.3

84.1

81.4

86

84.4

83.1

81.9

84.7

85.8

82.3

84.2

84.6

87.3

87.1

81

80.3

85.5 39390
87.4

87

85.5 40882
86.9

91.3

85.4

84.5

86.4 38950
86.4

80.2

92.4

81.2

80

87.2

84.8

69.9

85.3

86

84.5

83.6

71.5 51304
73.6

83.7

80.9

76.7

83.8

85.3

74.8

86.9

87.7

88.9

87.6

75.8

84.7

85.2 40647
83

88.5

86.5

85

80.9

86.7

81.8

85.9

84.4

85.1

80.3

87.5

88.1

81.2

84.7

81.9

83.7

83.5

84.4

84.8

85.5

84.8 37518
86.2

84.8

84.4

89.2

86.3

84.7 41328
82.7

39255

83.4

87.1

82.8

83.1

87

84.5

85.1

88.1

87.8

86.6

84.6

82.9

78

80.5

86.3

84.3

89.9

84

81.2

77.7

81.1

83.4

74

60.1

64.5

80.4

59

85.1

75.4

78

76.6

76

60.7

73.1

77.9

80.8

73.4

68.1

77.2

75

67

56

80.7

61.7

58.5

85.8 51251
66.5

61.3

78.8

69.5

68

69.4

72.4

73.4

61.4

75.1

77.2

82.3

74.2

78.3

73.4

64.4

71.3

81.8

79.1

63.8

82.1

58.7

71

58.2

50.9

58.5

57.4

64.6

74.3

68.5

68

80.3

52.6

70.8

75.2

70.5

76.9

54

73.3

77.9

75.8

58

57.8

70.5

65.8

79

62.9

67

86.5

67.9

72.8

61.8

65.6

70.9

61.8

80.5

79.1

73.6

75.4

68

63.5

72.1

70.7

76.9

80.3

68.8

57.8

70.9

61.3

82.6

64.7

63.2

79.6

75

71.9

83

78.7

77

65.4

68.1

61.4

65.7

64.6

70.3

83.9

70.7

61.4

73.1

66.9

65.7

73.6

79.3

69.4

79.8

66.3

68.5

80.4

77.2

66.6

72.7

74.7

69.1

74.6

67.4

61.9

70.8

73.1

80

67.5

73.9

76.9

62

62.9

65.9

83.9

71.5

63.2

67.1

71.7

65.6

80.1

68.2

70.8

73.4

65.4

79.8

76.9

85.2

87.8

85.2

87.5

87.9

82.4

85.7 44121
80.3

88

80.8

84.6

79.9

86.5

79.9

86.4

84.3

86.9

75

85.3

81.2

85.8

74.2

87.1

79.2

86.7

93.1

78.8

90.3

84.9

84.2

85.3

69.5

84.4

77.8

80.7

81.7

68.4

91.8

85.1

73.2

84.6

88

79.2

88.5

91.6

91.3

87.6

78.1

83.5

79.7 40372
81.5 46203
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80.2

60.4

85.5

76.8

71.8

77.1 37308
78

81.3

76.4

68.5

84.5

78.4

66.5

68.6

88.5

75.2

83.4

75.2

76

82

75.6

76.8

90.4

77.9

89.6 47749
75.4 44199
63.3

85.8

85.1

79.1

85.5

87.8

82.7

83.2 51230
78.4

82.7

63.5

84.4

72.2

81.1

92.1

91.6

90.3

90.8

87.2

81.7

80.5 45713
86.5

83.7

76.6

78.9 40175
81

86.9

84

85.9

89.2

89.1 48026
85.4

89.5

84.2

81.1

87.5

92.8

68.7 44834
72.7

77.6

64

67.3

79.7 42456
80

62.4

63.7

69.4

68.6

70

70.8 37223
73.4

71.3

82.9

70.3

78.4

77.4

79

80

73.7

62.7

50

79.5

79.7

72.4

72.1

80.3

59.6

83.6

73.7

75.8

70

83

72

79.4 42141
70.9

74

83.8

72

73.5

73.4

66.8

65.4

74.7 34916
75.5 33791
75.4

74.6

70.5

58.2

77.6

72.4

81.4

64.3

76.7

84.1 40714
82.4 47984
86.9

86.3

84.1

82.8

87.3

84.3

75.4

86.2

81.3

92.2

82.3

87.8

85.9

86.6

88.9

83.7

84.2

78.5

83.5

84.1

81.9

88.5

83.7

79

84.7

78.5

83.5 60464
84

89.7

85.5

80.9 42697
81.6

84.6

83.8

82.5 45385
78.8

78.2

80.2

81.1

80.6

85.1

88.1

82.6 48414
89.6

85.9

86.5 55980
82.4

82.9

82.1 43765
83.9

79.1

91.6

83.5

84.7 41563
81.5

84.4

78.3

80.9 48774
78.9

85.4 43458
84.2

83.7

88.8

92

82.7

78.8

86.3

84.8

93.5

83.2 42071
88.3

83.5

86.4

85.8

84.8

84.7

84.2

90.1

89.1

87.9

88.3

87.3

87.6

84.9

88.4

89

87.4

84.8

85.6

85.2

47

55.2

54.2

59.7

59.6

54.3

67.4

53.6

63.3

71.7

59

57.5

66

49.4

60.7

52.5

60.4

63.1

63.2

50.9

62.7

72.3

61.6

60.5

59.7

58.3

56

14655

57

58.6

59.8

56.1

53

52.7

50.9

54.1

61.4

53.3

59.5

57.1

58.7

67.5

59.4

65

64.5

69.1

49.2

56.3

55.8

High school (%) Income
78 54083
51

 81
32312
63.2 40447
70.4 45 36
60 26525
6

 7.8 31913
73.9 40895
64.2 38190
63.5 3

 97
6

 6.2 41
31

 85
70.8 35256
35896
62 39674
73.2 43335
73.3 41134
6

 7.7 28
65.7 38455
6

 8.4 33902
60.1 33539
4

 15
77.8 41191
70.3 30084
63.8 38795
7

 7.6 530

 92
6

 8.5 36455
74.1 40125
6

 6.1 36738
62.1 34985
6

 5.6 34046
64.8 25513
65.2 33221
6

 6.7 39073
7

 6.5 44323
41219
80 47460
65.1 36120
7

 6.4 42936
40613
81.4 39844
74.5 48151
64.3 296

 72
27265
8

 5.4 57547
71.9 34789
35368
6

 9.4 4

 14
76.7 43395
6

 7.9 37451
80.3 46294
7

 6.3 48663
62.4 26003
6

 9.7 33797
6

 9.1 32892
61.9 36913
66.5 35390
71.3 47997
8

 6.8 71367
24344
69.7 40714
70.1 39578
7

 8.8 44329
6

 7.2 37429
72.3 39668
5

 9.5 21428
62.6 36604
74.7 61629
78.5 79047
90.3 71504
45958
88 67154
91.7 69068
7

 6.6 55455
91.8 63175
8

 8.9 52485
93.2 79856
88.5 59726
8

 9.6 66095
85.4 70332
72.2 46911
8

 8.1 65936
74.8 53101
7

 7.4 81322
59184
84.1 52310
90.6 66812
84.4 52623
86.8 49916
62735
66.3 38856
8

 5.8 59774
84.3 60227
74.3 36901
63.6 30051
79.5 41328
83.8 49247
78.2 39799
75.6 38191
82.5 50699
6

 9.3 33262
58389
7

 7.5 40577
71.2 36777
83.4 47318
72.7 46157
60.7 38245
84.7 44928
65.8 41428
72.4 39026
72.5 40882
77.5 37468
80.4 51853
76.8 38603
66.6 31952
6

 8.7 36608
71.8 35946
28351
75.3 37132
60.6 32626
40590
73.1 41715
35581
40175
7

 7.3 41740
71.5 42315
6

 9.2 38759
6

 8.3 37797
66.8 34252
31051
36851
83.3 49180
71.1 39710
32863
78.3 40838
77.2 47864
72.1 39685
69.2 36845
40605
70.7 36944
75.5 41090
33045
32287
40327
67.6 35928
65.3 31965
63.3 34936
56.2 26402
38113
73.4 37868
69.8 36487
77.6 51896
67.8 35909
34418
39843
35373
29134
36586
69.1 34708
70.2 31868
73.5 37770
73.8 40013
62.2 28618
68.8 35652
34188
72.6 32414
77.4 41282
68.2 38606
49072
35507
33657
82.3 54799
65.4 34000
27544
76.6 43625
64.6 38804
72.9 32378
28589
38373
71.6 34762
44657
41455
28448
64.1 37223
82.4 72019
88.3 53905
54427
41095
85.7 52807
45135
8

 6.9 81968
38158
89.1 66275
67.5 44701
68.5 41331
8

 4.9 40197
41026
45063
45629
46019
77.3 38139
79.6 46742
6

 9.9 54310
46711
91.2 91792
85.1 44574
80.8 46337
45740
77.1 35429
87.9 57918
68.4 62183
66602
59040
75718
90.5 74064
46794
55208
56404
74.9 73979
74.2 54151
82.6 60589
81.2 71085
53142
85.6 54617
85.3 91165
79.2 60087
95691
83.2 69511
44199
85.2 46120
38014
69641
84.9 68324
51622
49400
75.7 40171
35672
61.7 43746
49850
80.1 76807
79.8 52482
39211
78.8 60918
37907
90.7 68960
87.3 48790
36172
36205
92.8 71909
44242
47699
93.4 65648
31853
25142
34503
44709
42204
78.9 50848
41446
106754
86.6 80690
92.5 80430
91.3 60302
80.5 43961
60523
94.1 66864
92.3 61480
47522
93.1 47989
33180
86.2 40963
73812
86.3 39255
42676
48519
91.4 51696
62633
76.9 36396
81.8 41083
42125
46167
44854
53459
81.1 41300
80.7 45356
71.4 44499
38281
54091
93.3 66809
81.6 41421
96.3 76433
38535
81.3 42191
88.4 48545
78.1 40982
95.3 69014
32819
92.1 39602
93.6 62452
79.3 36402
72844
64577
81.7 41748
54479
42698
83994
65338
8

 5.9 72440
88.7 76175
62864
65196
89.2 76007
58076
79.4 52715
85.5 67478
76.5 50472
51655
88.1 40454
51537
46461
42661
51619
53668
34210
82.1 46830
39907
86.4 62889
62162
39753
39538
65.9 33575
82.7 52397
85.9 51767
68.3 34443
40225
39041
39615
38974
62.9 33004
38854
54.2 43243
41930
38825
52345
35945
51022
38289
42478
39457
47505
51902
48295
34704
37125
34156
49783
41121
55460
67.9 46299
54431
59244
53389
39206
53179
79.1 49193
83.6 58008
42441
47773
46389
36276
87.2 64492
77.7 46810
53913
87.1 54011
63497
41287
38571
38660
44493
45337
78.4 47822
41717
35944
67.3 38961
56.3 34075
67.7 34641
39054
45260
49590
57953
56203
34886
38675
44453
71.7 43057
39083
34642
62234
77.9 37974
64.9 35886
51336
65.5 31652
52851
56.9 32211
49946
51489
35876
80.2 48598
88.8 47766
60.4 39473
78391
36563
27610
54963
58.9 34441
75035
39533
71679
35506
67848
48721
34174
45389
61128
37100
63228
35538
36018
73.7 39821
64504
32992
60.5 33278
59865
67.2 36976
61.4 31388
32758
70.9 39407
92.4 91690
45847
88681
41366
60916
45235
66.1 38288
82.2 49902
49987
69.4 36889
43097
77929
46756
70.5 57810
28324
40750
61485
42266
42530
84.2 73773
56175
38950
68.1 51941
51350
35156
58.5 33624
30927
30699
55741
47742
37552
41206
62562
43095
41132
39443
41363
50419
66.7
38750
31183
46789
37518
35188
34217
56892
38928
51812
61.1 47625
44795
57767
86.7 71073
45799
67146
44351
53277
38484
57117
41616
41058
47573
57.8 33309
75.4 43638
28326
42591
68997
41238
66.9 37733
34878
46627
37931
31911
69.9 39782
34256
30573
36899
32373
33594
64.5 34717
40054
41986
34514
75.1 41129
61.8 31724
45659
33052
40689
41056
40165
41716
59832
36508
57.1 35228
38503
42179
61.3 36034
30963
46451
50690
35379
35586
42124
41688
84.6 51241
84.8 66828
39.5 12014
57954
63707
90.8 59396
36589
87.5 47222
41402
40572
80.6 46887
90.2 65003
49755
42227
87.8 53815
40228
39228
43983
46193
48414
42895
40647
41285
84.5 41417
45385
88.2 46421
43026
44360
41049
82.9 37994
48578
44664
48600
41868
38857
40438
41816
41975
41220
46705
44166
36481
42540
41484
36733
54025
44419
88.9 47536
39423
83.7 44777
33524
72.8 48505
67450
45628
51792
79.9 44251
47820
45368
48634
47065
46300
75.9 39390
57436
41561
59115
41877
46534
58994
83.5 53108
50769
87390
45316
40956
50692
41030
49011
36573
43706
73.6 33621
40877
86.9 66577
39257
47184
35649
46864
51304
49008
32113
44696
43195
54150
52021
67.1 42900
76402
53464
89.9 83191
45579
86214
51888
52736
53219
50705
41375
83450
60530
48736
46587
53475
45347
53520
46323
40547
59983
52641
71213
42639
47544
51600
83.1 58505
51463
42842
58896
40069
75.8 38681
32647
58561
47646
40144
49700
80.9 50395
76.1 37033
55298
45355
47071
48033
46118
51963
58250
39898
78.7 43859
44377
46631
52691
75.2 39238
74.6 38105
51947
80118
41182
56494
66159
52296
54930
56878
51251
44746
63891
56265
54938
50453
51635
47456
52469
70.6 42025
43850
62947
52008
57811
44616
56858
57256
49998
56669
49070
56036
49290
48293
46551
43765
94.2 91431
72624
55898
71069
49110
55980
53577
50721
55829
45956
49160
76.2 50722
67831
40372
56562
60.2 55158
53846
53332
46703
50108
52034
54814
46872
81.9 50441
42881
53161
61454
52707
54967
53227
40632
47023
45987
46659
44745
68355
56910
45598
50052
44468
53327
49113
52032
44612
56189
54647
47943
56755
42450
47748
49756
62493
47208
47402
44845
42717
52023
53841
62838
47153
44907
56556
52402
58576
45286
39202
43725
36832
41470
54616
86.5 47972
52474
87.7 52555
48963
45441
46192
42849
47984
42380
54321
46171
45238
48465
44378
46084
43855
48174
43667
89.5 62470
42306
35198
47846
85.8 47359
50230
50954
42873
41776
45360
46397
49361
43617
50714
46980
49764
48535
45607
49099
86.1 50316
44593
49176
44804
53065
81.5 44449
53658
43576
93.7 51569
48208
43800
44491
46591
59481
79.7 50315
39746
47473
87.6 53867
48034
54582
49262
44853
42783
44897
42756
53813
46031
44121
45655
41720
87.4 53600
42947
59365
51606
48706
82.8 37473
42318
54969
48199
52182
52061
48169
40288
41071
40027
41435
64814
50337
83.9 37821
45485
49407
50086
49572
46914
46596
40525
42795
44225
43005
41420
40162
41156
58538
42038
36967
39269
43584
43723
48710
37866
44291
37858
46310
41885
48334
39301
35101
41630
46049
67.4 49527
48737
50271
41086
43137
40274
51492
44547
38836
41236
38330
52659
49733
46335
52072
58617
39311
94.9 79110
51683
48647
39745
46403
61937
39768
46221
41362
42248
52957
44412
41308
47322
60071
42976
39902
41403
47928
44149
41408
41631
39970
48824
48929
45280
45072
51718
45736
45712
8

 8.6
45919
93.8 41247
39207
40251
37697
48026
52179
54691
63.7 47311
52763
43185
42074
36670
40044
51713
53847
50739
92.7 47674
38203
53693
42481
37799
43075
38293
32614
43490
30966
40212
58485
76.3 41361
69.5 40215
33493
56.6 24532
68990
45104
42157
45365
69.6 44827
57.5 24658
68.9 39332
58065
37853
36927
38791
53941
38731
46246
64.4 34019
57.4 27780
40134
51422
49.4 20946
53.5 25183
37409
27769
47389
32714
52.6 27051
30017
36031
27249
51506
31387
46886
44133
49481
39744
62.8 35579
32778
41376
47519
48587
58.7 24027
46613
58.2 32669
46203
47968
40698
39736
52.9 25974
50793
51615
32068
56520
26226
54.1 23550
41265
63.9 34776
27818
23872
52.5 23874
27175
28588
34167
40905
41803
40799
43594
24906
38200
42302
50.1 25000
39117
45793
23530
38870
47586
57.6 28403
45770
30303
28779
40866
56.4 28152
36773
50217
38472
38048
81394
42880
49.2 20346
49078
58.3 28435
30805
56.1 32845
35233
60.9 39367
57.7 30219
36115
28374
60607
58615
46899
60557
36159
38256
42483
46590
45078
46537
42656
26857
40587
28417
53.6 24858
63709
34350
35757
57012
59.4 40122
59.8 30703
41943
30461
50466
40507
45534
34721
44067
29000
32625
29276
36369
47918
57.9 26677
40718
55.5 26431
29561
38132
40169
37382
36497
49477
35704
47009
44939
36287
34727
50059
63.4 26401
32342
33112
34928
78.6 41254
68.7 49140
39414
38433
29805
30468
34313
46264
58107
32144
45412
50791
29421
39521
36137
61639
37862
25487
45358
37410
37975
40184
31235
36569
47780
59.5 31715
53.3 51063
32777
46076
37122
90.1 56703
40497
46099
46984
47339
49800
43041
36366
53948
39560
43750
33301
56164
39676
79513
65223
84890
49988
77264
65021
80068
43867
77593
41500
73677
95474
51323
92107
71131
73423
70423
38494
56038
52286
50249
52328
38719
59129
50265
55992
90.4 58648
66393
52480
51129
89.4 59342
78294
71473
81655
71593
50661
61628
58975
43996
49055
42230
43347
60271
49749
48080
49647
49895
50099
53119
51219
43017
44365
67977
42949
45713
44830
63834
51777
54003
41218
35278
89.3 55571
47967
52001
37096
45461
52488
55449
40319
36765
44105
55574
54095
46435
59190
36224
34270
66575
60582
58879
86763
41233
42939
67070
44036
45761
44674
43573
42336
58796
45344
66608
47910
38625
48927
47797
79692
45450
39229
38042
43899
36338
52619
67386
38656
49737
59618
51949
47462
40086
54778
51716
50674
91.5 66926
52491
45522
40085
74346
44794
42985
39547
50127
51234
51519
84369
44195
45804
66955
48774
76.4 39284
47166
41120
48388
79636
61065
44334
47180
47583
60467
43478
66567
52367
45468
64528
46644
47303
49586
51198
41856
46680
41999
52009
40687
50199
59155
38687
44803
44811
52660
47600
47690
45011
59434
45936
41882
91.1 66059
45564
44046
48118
41076
45190
45870
58857
41260
48083
48469
62628
49048
51301
46736
85749
73394
53368
54615
59352
47973
44823
41555
39413
54217
54633
85354
45623
49037
49818
69443
44274
32483
37384
33512
31917
58.8 31087
30159
34902
37174
33938
34783
29112
34255
68.6 35236
28755
69.3 33930
34331
62055
35298
32034
44708
36477
35252
45315
45858
43756
59.7 22186
53.7 26474
25663
40107
50356
31463
23747
66.4 28107
37056
30892
36710
48438
39607
36681
34828
46555
27700
35116
41352
60464
31609
37017
39014
32530
36430
36990
58.4 28745
32052
34480
39793
35000
31618
41264
36618
55.1 26565
57859
34353
28687
36486
39700
39256
59.3
54.4 28615
46131
37718
36450
29955
42071
29537
45127
33157
33364
37118
58.1 24367
36374
33875
31918
34341
52377
39853
41267
37210
37685
34301
39213
48254
35050
50346
46136
46932
39446
29431
63801
34363
41560
49026
37920
62237
53589
55256
45458
39726
37456
35202
39719
40748
35005
32025
55964
45116
37010
43970
35186
36954
39840
32628
37925
40696
32991
33573
50561
40322
59650
45559
34916
38055
49220
40214
54828
36356
41567
34770
32956
41097
40902
38155
39876
29623
39740
42187
39467
34533
45108
40911
28783
50932
33291
28206
47156
40964
37818
41673
71894
38176
44086
33833
47751
40503
53919
33298
29300
73708
32595
50462
65049
42150
35283
40359
26876
37908
34740
42013
33607
39775
31597
38646
52800
62.5 34901
30904
41102
35363
31784
34958
37283
35637
32500
42080
41372
33872
42443
37525
38619
35151
40412
33862
38547
39145
44368
33363
35942
35153
35803
39624
53430
37642
36997
48093
38984
34440
89.8 38919
37814
34941
44352
32861
40857
31033
36948
39216
36556
32763
41183
41335
31969
46211
34566
37998
39136
50468
41737
38872
38400
39879
31528
36332
47278
47836
38765
35240
40342
32540
40478
50675
33566
36502
47349
43709
46769
59878
41645
37676
43044
44101
46148
42720
39490
49991
37944
46512
42456
44027
47872
55623
45264
37723
39260
44937
34059
35281
47407
44825
36527
47594
89.6 51848
39493
34328
36414
39569
89.7 35874
42003
41785
50522
41612
39373
35483
53873
47074
42641
33791
88.6 33148
46094
45005
38921
40250
41950
37277
48019
37331
44032
48040
41501
50666
48684
41570
38469
33206
46232
69261
54289
41214
37954
36876
38427
47213
39571
35133
36263
35949
62434
41664
38652
34462
47749
52532
57434
66745
62283
42742
53316
60692
59302
41166
52391
42340
46373
52354
58559
58977
47228
53820
56132
51479
54558
43244
54017
68721
62462
74856
57674
52699
56555
83984
75446
61915
53540
50397
57856
69865
51869
102839
72877
79099
82735
99559
59786
63348
58666
99035
84016
71237
72217
49931
30756
36705
35753
39576
37225
32750
38372
37504
31903
33612
31949
38360
43621
101687
26755
32189
31562
39727
32046
37884
34224
57862
43462
34144
54333
31091
30173
34450
39193
36147
43895
55270
41330
62.3 35543
45502
43001
48257
43070
46877
43355
47666
53957
44236
41787
68337
43334
52189
46977
41563
42383
43776
41367
44233
51728
57788
41358
92724
60541
49092
46225
52582
57386
67014
48881
47112
43052
93044
74.4 54631
55231
70851
87498
41652
63669
53730
47096
46355
47810
45672
84045
47627
51834
47980
54776
50459
48490
56843
81849
51356
44592
50421
49798
37646
38424
37105
39426
39991
32410
34599
46198
47200
45865
66.2 46006
50839
49360
55162
39813
40417
45419
34506
48230
52550
54595
49741
38477
55787
39884
54191
50163
50825
45888
34300
51447
41289
54862
34060
49057
34013
42777
36616
53963
41904
52614
39754
50076
40152
53321
41703
39887
37065
65110
39273
42356
53088
47819
34309
43454
54545
43876
39190
46216
38024
47834
42311
46676
49365
37113
36304
48266
40063
40927
39919
47498
49957
36827
49673
33063
65186
40293
70786
36496
37158
41980
43693
44100
42630
47192
38199
37433
40120
34355
42052
38429
41072
32607
53177
90.9 49106
41023
37629
38733
38638
36871
33623
38576
46066
29820
38068
37600
32683
38242
36026
35110
33970
37772
41627
54412
34883
37192
47179
46896
45828
48495
39579
46469
33768
47904
31474
28942
31754
41870
46030
43572
42146
48203
43568
43343
41057
40538
37737
47692
50435
45837
35171
55826
38251
49307
61642
45710
55532
51929
63574
52093
44059
44670
46635
50600
57848
92.9 86581
55027
61741
47289
55011
56736
38865
77495
62634
38760
52733
56455
39028
54912
44104
51.5 47558
52210
39470
39717
50046
62772
37495
56800
53396
57982
48922
56914
45374
49830
71845
35126
55021
56781
39220
51692
37162
52627
45293
42403
56929
51913
44261
55137
40741
57087
54186
59764
48141
52243
36054
48965
57293
51265
54458
49301
45685
50844
37930
74601
44122
53471
52438
57210
49997
32029
38952
31863
47263
35274
35900
35204
58493
34160
29277
53868
30515
43597
35027
42697
36719
36039
36266
35981
42488
36134
41998
37302
33203
28790
43388
31607
29120
39567
30475
31657
39600
33538
30846
35115
40147
47352
41912
31104
33423
34032
40067
38997
43727
37936
31312
45136
35596
44382
35410
40757
36988
36918
34699
40644
28484
57247
32913
35549
39531
46178
31961
49191
53737
46106
38056
37237
43229
39091
53934
67042
46730
58954
40604
45295
38769
53869
42768
43267
41914
39851
49337
46936
46153
40201
40597
37983
47555
42183
48297
38929
48300
53137
54467
44114
46663
43431
41359
46290
67096
56784
54972
49341
40623
47623
42134
57560
76886
54463
38849
41466
45201
84054
39610
40366
39988
43889
43201
60125
53432
64483
48338
47150
35337
35505
52104
44903
39072
42884
40835
44666
44332
58581
52570
55931
43473
43788
42532
44625
41419
59546
78305
49014
58229
40310
53949
57423
41519
42093
46318
39791
38978
43281
51924
41524
46449
48411
43873
46812
58273
65313
61297
64941
47565
68359
42011
26902
47381
36805
60492
51373
42141
48672
43494
37953
34925
38275
40018
34281
55760
45243
39103
45241
45457
52971
44672
37037
46947
39555
49952
44654
43682
34637
57489
40649
34147
34239
42309
38061
46618
51441
46052
48375
42838
40474
31170
57335
38339
39275
32585
39448
45619
45077
41670
16338
37383
33547
38886
35446
46673
26588
46733
43093
38911
40920
29958
36659
41457
38144
38924
42594
29263
38482
41679
42544
32182
55315
40039
30824
39507
38989
40243
43880
40878
62225
36699
45565
28810
39349
47619
29890
38000
54795
45656
35722
38729
36459
42963
26925
40829
52998
41837
25791
36473
46418
57658
35830
45537
23252
45677
47281
37308
48739
45099
32549
42235
39215
35234
59004
44217
60.3 33189
30841
61.2 32894
44924
39779
51230
36998
39081
50276
42208
51851
57.3 29914
46399
40041
44829
36040
39110
55.2 29555
41644
50114
55.9 25437
37474
35811
40292
35621
39923
38578
46067
61.6 34116
42254
29694
48214
28314
38298
43039
41089
38817
38448
47607
40445
49505
37787
39053
50180
47103
35673
42177
34647
36123
31761
38159
39795
39157
42772
55577
59617
31015
44693
50968
45860
41600
43162
59254
53881
38442
36257
39803
34211
38629
37824
88957
64545
41138
43814
43518
39522
49579
49167
42585
49709
61.5 35917
50221
56098
31702
36549
47465
49339
50679
37595
44001
42482
62604
37465
35254
38512
49.9 23972
39873
42514
48815
47080
41789
33669
40117
51859
36612
39416
61744
37734
35345
46005
62.7 35433
37441
33029
91185
32746
59405
36587
40309
46341
32756
41443
37788
33172
33318
35975
55771
36316
37452
74941
36963
33338
54.3 28214
37339
28856
34541
40102
32566
64815
39972
39530
34228
44413
44445
35605
34565
33229
82169
41135
40270
31544
39175
54606
35022
45898
36518
40380
47859
41554
56575
40266
29628
40099
36446
48418
54836
43150
59636
30496
57936
45642
41879
50.5 32006
40678
40015
56213
41368
36197
39655
46.1 27091
47099
48273
45382
39780
44677
33255
37129
57440
59.1
57649
63748
39176
44132
37841
36456
32765
40690
35913
46569
28136
37501
39882
49382
37803
41147
44836
41448
33090
37870
32629
39804
42.1 27332
46424
31876
50310
39364
32696
39968
65477
44865
37346
36492
36432
36688
33739
48934
43398
48384
40167
58568
39665
36087
37965
44.7 25566
43397
54983
42778
32334
35475
46.6 30002
38601
57660
37185
83885
35794
42349
35012
41477
44844
38753
38292
40738
39235
37476
42711
50724
34.7 21245
38082
45221
35960
44263
38420
59446
43813
31177
36160
36401
41775
42671
60195
34847
42927
59.6 34968
36528
45093
49859
40508
37828
47321
36173
41461
39943
43485
48.7 28467
78064
51499
39380
53980
42333
42058
39261
53.1 31712
43.4 21683
57452
51144
39691
92.2 69161
40290
51299
45287
41691
42627
49096
46572
92.6 64716
38136
51190
62270
36220
42535
46113
83625
58923
44435
59000
63865
47903
41193
56659
55536
51396
44798
61369
39249
53627
55396
50663
51305
40014
47299
52743
38941
65329
49619
51816
48136
46995
81101
55411
55529
39130
62731
40277
28595
38467
47990
51292
39387
55025
37240
75354
66425
58301
30163
53528
48138
104335
79811
40659
59694
48989
60427
44961
58470
72483
36914
59127
41196
38527
76237
63315
38274
58426
71566
46267
64213
64205
42788
29572
103817
35914
51306
55639
40395
47469
41618
47332
68992
36399
49083
39734
55211
42943
36952
45252
69503
64206
84910
43604
59142
61390
46388
52455
34543
35193
50427
38726
43761
74051
86003
48348
39915
35148
54609
42148
46081
33661
41496
74606
72158
37064
35258
41721
65321
33585
55642
39037
34628
39047
87075
95.9 96449
40790
44521
36348
50889
38553
42733
41495
77764
78260
35325
47111
40955
29335
37140
78422
43436
31737
40062
39544
50200
42405
52927
62697
42076
43624
43155
60559
48037
46920
62274
43124
49514
39118
50193
42993
45410
43974
58588
48748
68429
60297
41896
44112
45383
50959
38266
40778
58191
94.4 55986
54557
50612
68304
44634
60470
50776
46214
51498
36796
31833
49899
33043
31425
36661
27777
28475
34427
31909
29424
34663
40763
43458
40995
39342
41752
57122
43467
34842
29173
63.1 31671
21795
36850
39892
34929
34278
40098
27480
36849
35497
45076
34723
39695
39171
33986
35950
53927
36277
35142
35184
31553
27222
37705
34722
35210
27104
39822
39582
42847
30807
43006
42983
59791
47887
44049
67672
50972
44511
58010
43942
63364
58173
49964
45346
49886
50486
44733
58672
41223
46687
55647
50799
54733
38078
47649
60375
45486
56414
50812
47913
50359
55722
58140
46015
37898
49046
47849
53038
48427
63866
91.9 80771
63787
53014
45376
61866
58594
40349
70711
53990
49006
59520
49563
42710
59568
43402
73418
80892
52663
47630
57214
53545
37061
63767
46420
50981
45829
41841
41487
38475
43783
50986
52514
47139
38234
46122
43595
44460
50261
59907
94.7 70304
57341
44982
41641
12729
50.7 14655
14773
16679
16381
52.7 16246
58.6 16086
14783
51.8 15069
14575
25567
17481
21269
50.6 16951
54.9 16779
27337
16544
17317
21163
14136
20026
56.5 15530
46.4 14021
15172
21894
21189
19837
53.2 14319
12514
15592
55.7 14625
33741
21177
51.4 15934
21556
18466
52.2 15042
52.4 14443
16596
16827
49.8
44.1 12467
41.7 12193
18823
14418
17547
55.4 16472
39.4 11898
51.6 14981
15158
14509
15563
51.9 14754
16071
47.5 12802
54.7 15475
15697
16732
15718
48.2 14752
19317
16072
56.7 14664
16849
22356
49.7 15738
45.8 14111
15312
25918
23597
28295
12806
52.8 17372
17936
50.3 12012
55.8 15097
53.9 15823
15350

High school education(%) vs Median income($)

Income 78.7 82.0 64.7 63.2 70.4 60.5 67.8 73.9 64.2 63.5 66.2 65.0 70.8 66.0 62.9 73.2 73.3 67.7 65.7 68.4 60.1 70.4 77.8 70.3 63.8 77.6 68.5 74.1 66.1 62.1 65.6 64.8 65.2 66.7 76.5 67.0 80.9 65.1 76.4 65.6 81.4 74.5 64.3 70.0 85.4 71.9 63.2 69.4 76.7 67.9 80.3 76.3 62.4 69.7 69.1 61.9 66.5 71.3 86.8 64.8 69.7 70.1 78.8 67.2 72.3 59.5 62.6 74.7 78.5 90.3 71.0 88.9 91.7 76.6 91.8 88.9 93.2 88.5 89.6 85.4 72.2 88.1 74.8 77.4 72.0 84.1 90.6 84.4 86.8 88.5 66.3 85.8 84.3 74.3 63.6 79.5 83.8 78.2 75.6 82.5 69.3 82.5 77.5 71.2 83.4 72.7 60.7 84.7 65.8 72.4 72.5 77.5 80.4 76.8 66.6 68.7 71.8 64.2 75.3 60.6 74.8 73.1 74.1 73.2 77.3 71.5 69.2 68.3 66.8 65.0 73.1 83.3 71.1 72.2 78.3 77.2 72.1 69.2 73.3 70.7 75.5 73.3 66.0 74.8 67.6 65.3 63.3 56.2 65.0 73.4 69.8 77.6 67.8 76.0 74.3 64.7 63.8 69.8 69.1 70.2 73.5 73.8 62.2 68.8 62.0 72.6 77.4 68.2 84.4 69.2 65.1 82.3 65.4 68.0 76.6 64.6 72.9 68.0 74.5 71.6 79.5 72.9 60.6 64.1 82.4 88.3 84.0 82.3 85.7 64.0 86.9 71.6 89.1 67.5 68.5 84.9 59.0 82.3 68.5 68.8 77.3 79.6 69.9 65.4 91.2 85.1 80.8 63.8 77.1 87.9 68.4 80.4 90.3 79.5 90.5 88.0 75.0 83.3 74.9 74.2 82.6 81.2 71.2 85.6 85.3 79.2 83.4 83.2 83.3 85.2 83.8 83.8 84.9 70.4 73.0 75.7 81.0 61.7 84.3 80.1 79.8 71.8 78.8 82.6 90.7 87.3 78.5 77.2 92.8 88.5 84.1 93.4 72.1 68.2 77.5 90.3 80.1 78.9 76.0 97.0 86.6 92.5 91.3 80.5 85.4 94.1 92.3 94.1 93.1 77.8 86.2 91.8 86.3 77.0 79.5 91.4 92.3 76.9 81.8 82.3 85.0 91.6 79.6 81.1 80.7 71.4 75.7 93.4 93.3 81.6 96.3 72.0 81.3 88.4 78.1 95.3 70.0 92.1 93.6 79.3 93.3 94.0 81.7 79.6 79.5 84.4 82.4 85.9 88.7 83.0 86.0 89.2 79.6 79.4 85.5 76.5 77.8 88.1 71.9 81.0 74.2 86.3 82.0 69.1 82.1 78.3 86.4 81.8 74.7 63.5 65.9 82.7 82.1 85.9 68.3 70.7 72.4 69.8 72.6 62.9 58.0 54.2 78.5 74.5 80.8 65.2 81.6 69.1 73.2 68.2 79.8 82.3 89.1 73.9 65.6 67.5 81.4 78.2 85.3 67.9 84.9 81.0 88.0 65.1 81.8 79.1 83.6 77.6 84 .0 74.8 70.4 87.2 77.7 85.4 87.1 88.7 77.3 73.2 70.0 72.5 82.0 78.4 76.0 71.2 67.3 56.3 67.7 66.0 72.6 65.4 73.3 71.8 65.8 66.0 77.2 71.7 72.5 67.5 79.0 77.9 64.9 69.8 65.5 83.3 56.9 71.1 76.0 65.1 80.2 88.8 60.4 84.4 81.0 64.3 80.1 58.9 88.8 64.8 64.9 87.9 64.6 81.6 67.3 65.9 67.0 79.5 69.7 85.1 66.3 68.5 73.7 81.1 68.4 60.5 78.9 67.2 61.4 65.7 70.9 92.4 71.5 85.7 67.0 84.0 66.0 66.1 82.2 65.9 69.4 70.1 87.3 70.9 70.5 62.2 63.0 79.0 71.1 66.0 84.2 84.3 67.7 68.1 69.7 63.3 58.5 62.0 62.4 77.9 71.3 67.0 70.3 81.3 86.8 71.0 74.3 77.7 72.0 66.7 71.2 63.2 70.8 65.4 65.8 69.0 65.3 77.7 71.4 74.0 61.1 78.9 74.7 86.7 72.1 80.8 73.4 70.2 69.8 75.3 63.3 73.4 75.5 57.8 75.4 62.4 78.0 82.4 70.0 66.9 67.9 67.8 71.1 63.2 69.9 64.8 56.2 66.3 63.6 63.6 64.5 73.5 67.9 67.3 75.1 61.8 73.0 67.7 63.2 74.2 66.7 66.8 73.5 70.3 57.1 68.3 70.1 61.3 67.9 76.0 63.0 68.2 65.0 70.4 68.3 84.6 84.8 39.5 83.3 83.4 90.8 80.8 87.5 85.5 79.8 80.6 90.2 86.3 85.6 87.8 80.0 82.6 88.4 76.0 86.6 76.9 64.0 80.1 84.5 87.2 88.2 80.4 79.4 72.6 82.9 84.4 75.1 87.3 91.0 82.5 84.2 77.4 88.5 73.7 85.5 86.4 67.6 74.5 74.7 77.9 87.3 81.3 88.9 76.6 83.7 67.0 72.8 80.8 63.3 84.1 79.9 83.3 80.0 91.0 81.0 80.0 75.9 77.4 82.9 77.7 79.3 80.2 87.5 83.5 79.3 90.0 81.4 82.3 83.4 72.2 86.0 76.7 78.3 73.6 78.9 86.9 74.3 85.7 68.1 82.4 84.5 80.3 85.2 82.6 77.0 82.5 83.6 67.1 80.2 79.8 89.9 81.8 86.6 81.4 81.3 80.2 78.1 80.4 86.9 89.2 90.7 83.2 82.1 84.3 79.1 85.0 79.9 76.5 88.3 84.9 87.2 77.1 79.9 78.8 83.1 83.8 72.3 88.7 79.6 75.8 70.7 83.8 71.3 83.4 82.6 80.9 76.1 88.1 83.6 83.1 82.9 83.4 84.1 85.0 74.8 78.7 82.2 82.3 79.1 75.2 74.6 79.8 86.9 79.8 81.4 87.8 80.0 85.7 83.8 86.3 81.3 88.3 83.6 83.2 81.8 79.9 82.3 80.1 70.6 71.8 82.0 79.1 84.7 81.6 80.2 75.7 73.7 82.4 80.7 76.1 80.2 80.9 79.2 79.2 94.2 87.8 80.3 88.5 79.6 83.3 85.0 79.8 82.4 78.5 81.0 76.2 85.7 81.7 81.6 60.2 80.7 80.6 77.4 80.1 81.6 79.8 74.2 81 .9 88.5 85.7 80.7 78.7 77.3 78.4 73.8 74.9 80.5 74.8 75.6 88.3 84.4 79.8 81.2 79.6 78.9 79.6 82.4 71.4 79.8 81.2 72.0 84.3 80.8 71.4 87.8 83.7 79.9 83.1 81.2 81.0 81.7 85.0 86.3 75.2 78.1 87.3 82.1 86.2 87.8 84.5 81.4 81.4 82.5 87.8 86.5 89.0 87.7 84.6 81.3 82.2 85.4 83.7 85.9 87.7 87.3 87.5 83.4 84.4 88.0 82.6 85.6 78.5 89.5 78.9 81.7 85.1 85.8 89.2 85.2 82.2 84.8 85.9 84.0 85.0 85.6 86.5 85.4 87.3 85.8 85.7 85.0 86.1 79.3 86.3 85.0 87.0 81.5 86.8 88.1 93.7 85.3 84.0 85.6 83.6 90.6 79.7 79.1 78.7 87.6 82.6 84.0 82.3 83.2 84.4 81.7 82.2 81.8 80.3 80.7 81.1 85.5 83.7 87.4 86.6 88.3 84.0 86.7 82.8 84.2 86.3 86.6 80.4 93.5 84.2 83.3 87.3 82.7 81.5 90.0 82.5 83.9 84.2 87.3 84.1 81.4 86.0 84.4 83.1 81.9 84.7 85.8 82.3 84.2 84.6 87.3 87.1 81.0 80.3 85.5 87.4 87.0 85.5 86.9 91.3 85.4 84.5 86.4 86.4 80.2 92.4 81.2 80.0 87.2 84.8 67.4 69.9 85.3 86.0 84.5 83.6 71.5 73.6 83.7 80.9 76.7 83.8 85.3 74.8 86.9 87.7 88.9 87.6 94.9 75.8 84.7 85.2 83.0 88.5 86.5 85.0 80.9 86.7 81.8 85.9 84.4 85.1 80.3 87.5 88.1 81.2 84.7 81.9 83.7 83.5 84.4 84.8 85.5 84.8 86.2 84.8 84.4 89.2 86.3 84.7 82.7 88.6 83.4 93.8 87.1 82.8 83.1 87.0 84.5 85.1 63.7 88.1 87.8 86.6 84.6 82.9 78.0 80.5 86.3 92.7 84.3 89.9 84.0 81.2 77.7 81.1 83.4 74.0 60.1 64.5 80.4 76.3 69.5 59.0 56.6 85.1 75.4 78.0 76.6 69.6 57.5 68.9 76.0 60.7 73.1 77.9 80.8 73.4 68.1 64.4 57.4 77.2 75.0 49.4 53.5 67.0 56.0 80.7 61.7 52.6 58.5 85.8 66.5 61.3 78.8 69.5 68.0 69.4 72.4 73.4 62.8 61.4 75.1 77.2 82.3 58.7 74.2 58.2 78.3 73.4 64.4 71.3 52.9 81.8 79.1 63.8 82.1 58.7 54.1 71.0 63.9 58.2 50.9 52.5 58.5 57.4 64.6 74.3 68.5 68.0 80.3 52.6 70.8 75.2 50.1 70.5 76.9 54.0 73.3 77.9 57.6 75.8 58.0 57.8 70.5 56.4 65.8 79.0 62.9 67.0 86.5 67.9 49.2 72.8 58.3 61.8 56.1 65.6 60.9 57.7 70.9 61.8 80.5 79.1 73.6 75.4 68.0 63.5 72.1 70.7 76.9 80.3 68.8 57.8 70.9 61.3 53.6 82.6 64.7 63.2 79.6 59.4 59.8 75.0 71.9 83.0 78.7 77.0 65.4 68.1 61.4 65.7 64.6 70.3 83.9 57.9 70.7 55.5 61.4 73.1 66.9 65.7 73.6 79.3 69.4 79.8 66.3 68.5 80.4 77.2 63.4 66.6 72.7 74.7 78.6 68.7 69.1 74.6 67.4 61.9 70.8 73.1 80.0 67.5 73.9 76.9 62.0 62.9 65.9 83.9 71.5 63.2 67.1 71.7 65.6 80.1 68.2 70.8 73.4 59.5 53.3 65.4 79.8 76.9 90.1 85.2 87.8 85.2 87.5 87.9 82.4 85.7 80.3 88.0 80.8 84.6 79.9 86.5 79.9 86.4 84.3 86.9 75.0 85.3 81.2 85.8 74.2 87.1 79.2 86.7 93.1 78.8 90.3 84.9 84.2 85.3 69.5 84.4 77.8 80.7 81.7 68.4 91.8 85.1 73.2 90.4 84.6 88.0 79.2 89.4 88.5 91.6 91.3 87.6 78.1 83.5 79.7 81.5 82.3 83.1 84.6 76.8 80.6 86.8 82.4 85.4 81.9 80.0 83.2 80.4 86.0 81.9 82.4 76.1 89.2 80.8 86.1 88.8 89.5 89.0 83.1 78.3 85.5 89.3 83.5 83.1 84.6 78.3 88.1 83.4 77.9 84.8 86.1 84.2 88.8 80.0 84.6 83.7 72.2 84.5 90.7 83.4 91.4 75.5 82.5 82.9 81.4 88.5 82.7 83.8 83.5 89.0 78.6 83.1 81.2 74.8 83.1 78.7 89.3 79.8 75.0 83.8 80.5 73.7 85.5 86.6 77.0 79.5 81.6 82.8 78.6 79.7 79.4 84.4 81.2 78.9 91.5 77.0 82.0 80.4 91.0 82.9 83.4 84.9 79.0 87.7 81.7 84.3 91.4 83.9 81.6 88.7 86.7 76.4 88.7 80.4 86.3 93.2 86.7 85.6 83.6 81.7 81.2 86.7 83.5 90.6 85.5 86.1 86.6 85.6 84.1 80.6 83.5 79.7 81.9 80.8 86.4 84.6 84.6 79.8 82.6 84.7 75.0 79.1 83.7 81.5 81.3 79.7 82.3 79.1 90.1 75.8 80.0 91.1 81.4 81.3 79.0 77.6 82.0 81.8 87.6 78.8 80.2 80.9 85.2 81.5 82.5 87.2 91.0 89.9 79.2 86.2 86.6 84.4 80.4 79.3 82.2 85.6 79.5 84.8 94.0 75.9 84.5 84.0 88.1 81.9 73.4 68.1 67.2 63.4 58.8 65.3 64.4 66.6 59.4 65.1 71.6 68.8 68.6 62.2 69.3 67.2 81.6 79.3 67.5 69.8 67.4 63.8 77.9 80.3 80.4 59.7 53.7 58.8 65.9 81.0 66.7 59.7 66.4 73.9 60.5 78.5 83.0 74.9 72.9 64.1 74.7 61.9 72.0 75.5 83.0 66.5 61.0 65.5 62.1 67.7 72.9 58.4 80.0 63.5 74.6 72.0 70.3 66.7 64.9 55.1 81.8 62.0 60.6 68.8 70.8 74.8 59.3 54.4 71.7 65.5 64.6 60.5 68.5 67.0 77.0 66.5 64.7 67.7 58.1 68.2 69.0 65.0 84.6 84.7 80.0 75.1 75.7 77.3 76.9 71.8 70.7 89.2 81.5 70.5 81.5 78.9 82.9 81.1 79.1 66.6 86.7 74.0 79.6 85.9 79.6 88.7 86.1 85.3 80.3 69.4 78.5 72.8 79.1 77.0 66.3 69.7 63.7 77.7 74.0 81.8 84.7 79.0 80.1 77.3 73.4 81.9 81.3 73.4 65.2 83.4 79.5 79.4 86.0 80.0 72.9 79.9 77.4 79.5 76.4 80.0 80.6 69.4 77.8 68.6 74.5 79.4 82.5 73.9 61.1 77.6 78.7 71.1 74.5 63.6 79.8 87.1 72.0 75.2 73.0 58.2 71.2 78.3 79.0 76.0 91.8 77.5 85.1 80.0 78.7 77.1 79.3 65.2 62.1 89.1 73.1 73.8 72.4 88.0 74.0 81.4 76.8 72.9 67.6 81.0 66.9 80.4 72.4 81.4 71.4 76.6 79.5 62.5 59.7 74.8 80.2 71.1 71.3 89.3 76.4 78.7 85.2 88.1 83.3 87.1 87.1 84.9 85.3 82.7 84.5 85.7 86.3 87.4 93.3 84.7 78.6 70.5 87.8 86.8 90.2 87.6 84.2 91.4 75.0 80.2 86.1 89.8 83.4 83.2 91.0 82.6 87.6 82.9 82.4 81.6 83.4 81.9 78.8 87.4 83.5 80.6 84.4 81.2 81.2 85.1 87.5 88.9 83.4 81.0 86.3 83.9 69.0 76.8 88.5 86.3 85.5 89.5 94.2 93.4 84.4 88.1 83.0 83.3 89.2 84.1 83.4 89.4 83.5 86.4 85.2 86.7 86.7 72.0 78.7 87.5 73.5 86.9 73.6 85.3 82.1 83.5 87.3 82.4 88.2 85.7 88.3 84.2 82.0 85.2 81.1 88.9 90.3 83.2 82.2 89.6 85.8 89.1 85.6 84.5 89.7 87.2 84.2 80.4 88.5 86.6 82.2 84.6 82.0 90.5 86.3 90.8 91.8 88.6 82.6 85.3 79.4 80.6 85.5 84.5 85.6 83.7 87.1 89.1 84.6 84.7 86.6 87.9 81.8 87.4 81.2 93.3 86.8 79.6 87.5 86.1 82.0 86.4 86.2 80.9 83.7 80.4 84.7 89.7 87.0 83.6 90.8 87.2 85.1 79.5 91.6 79.1 78.9 76.7 78.3 79.2 83.0 81.5 77.1 79.2 75.9 86.7 83.9 82.0 82.5 85.7 88.2 86.2 76.9 87.7 87.0 88.2 90.5 86.4 83.0 78.2 86.6 87.2 80.3 81.9 68.5 75.6 84.3 70.5 91.5 81.8 84.4 87.9 90.6 83.0 73.3 79.4 89.6 89.8 79.3 84.9 84.4 78.4 72.6 75.0 80.8 78.4 72.3 70.0 75.0 79.4 68.3 72.2 68.8 67.1 84.5 96.3 59.8 65.2 69.8 81.0 73.8 73.0 75.2 86.0 76.8 74.5 84.5 76.1 72.1 79.1 77.1 79.9 76.1 86.3 83.2 62.3 83.8 81.2 79.1 81.2 82.1 80.6 76.4 81.0 82.8 79.9 84.0 82.9 80.4 69.7 77.8 84.4 78.6 83.4 79.4 82.9 68.8 81.0 82.3 83.3 84.9 78.1 86.7 78.7 83.3 79.0 85.7 87.4 81.8 76.4 80.4 83.0 90.2 74.4 84.9 82.6 85.3 79.2 88.2 84.8 81.7 82.4 79.1 82.8 86.2 76.2 84.8 91.4 81.7 84.6 79.2 82.3 83.6 75.6 80.0 76.5 68.7 68.0 70.2 68.6 70.6 75.0 63.8 70.6 78.3 81.9 67.6 78.2 66.2 82.1 82.1 69.2 74.8 77.9 73.3 73.1 76.5 72.2 68.6 82.1 85.0 77.6 88.6 72.0 78.1 65.8 83.0 65.6 82.0 73.6 71.4 71.4 68.4 73.0 65.4 83.0 65.4 75.0 77.7 83.2 65.6 73.5 68.4 78.4 78.8 75.9 72.2 76.3 71.9 71.7 70.2 77.3 69.3 70.7 86.2 68.6 64.2 82.6 75.6 86.3 62.5 84.3 87.6 75.2 76.8 76.8 71.9 74.9 79.9 80.6 70.0 69.2 64.9 68.9 74.2 70.4 69.1 71.4 73.4 73.2 67.0 70.5 82.5 66.3 80.2 68.1 89.3 67.5 69.9 81.6 77.2 66.0 69.4 72.0 71.1 83.1 85.0 73.8 77.8 81.3 82.2 78.8 87.9 90.9 78.8 79.6 80.4 77.5 75.5 65.9 78.0 87.4 89.2 73.4 78.7 74.8 72.0 75.3 66.0 76.9 59.3 79.1 79.0 79.0 80.2 77.9 81.4 79.9 79.8 76.7 80.1 81.3 84.1 83.2 73.7 81.1 67.8 78.5 82.5 79.9 86.1 81.1 81.9 83.7 76.6 87.4 72.6 82.5 68.6 82.5 83.3 79.9 82.9 85.7 80.9 74.8 83.3 80.1 82.3 81.2 82.0 83.1 80.6 78.7 80.2 81.6 82.8 84.7 92.9 84.0 87.6 78.7 85.7 85.3 73.7 86.3 87.8 78.4 82.7 88.4 80.6 79.6 83.5 76.3 78.0 51.5 81.0 73.5 81.7 81.8 86.4 75.6 84.7 83.6 82.8 82.9 79.0 82.4 80.3 88.8 73.2 84.0 82.7 78.8 83.5 80.6 78.6 80.6 78.6 84.2 81.6 78.9 77.2 70.1 85.9 81.7 86.1 80.2 76.1 82.1 74.1 83.1 81.5 83.4 85.7 82.5 80.3 86.0 86.6 70.7 86.2 84.5 80.0 83.1 88.6 82.5 66.7 81.4 69.4 81.2 75.9 75.5 74.9 75.9 87.3 77.0 76.7 69.0 76.6 88.1 68.6 85.2 77.0 76.9 77.6 81.2 75.4 79.8 81.2 82.2 73.0 79.5 85.7 76.7 63.2 82.1 66.9 70.8 79.1 69.3 69.1 80.9 81.2 77.4 73.8 70.4 77.5 81.5 73.6 79.3 69.2 71.6 78.6 71.0 76.1 74.3 75.1 81.5 76.2 69.4 82.5 74.7 80.2 75.7 78.8 86.7 76.2 78.2 79.3 69.0 79.3 83.4 73.2 70.2 77.0 71.9 67.4 85.1 81.3 85.2 79.7 82.7 79.9 80.3 93.1 88.9 85.6 85.6 81.6 80.5 81.7 88.4 81.0 89.3 84.5 81.2 78.2 85.0 76.5 81.8 81.5 79.6 87.5 84.9 81.9 71.0 79.3 74.1 85.6 85.5 84.3 84.1 77.8 85.6 87.5 82.1 88.9 79.4 82.8 79.7 86.3 80.0 83.6 78.3 78.0 83.8 81.7 88.6 86.8 80.0 79.8 79.0 88.2 89.3 81.8 79.1 80.4 80.6 81.6 86.1 83.4 86.5 82.7 84.6 76.0 79.4 78.9 73.2 75.7 74.6 81.0 81.0 74.5 82.0 77.4 81.6 78.6 81.1 81.1 80.6 82.2 82.9 77.2 83.8 88.5 82.3 80.7 77.8 79.9 71.2 86.8 80.6 77.2 73.2 77.5 78.0 82.5 80.5 73.1 81.0 84.8 82.6 80.7 85.6 83.7 80.7 80.7 83.9 87.7 72.5 88.6 70.1 77.7 60.0 73.4 64.7 67.5 87.8 80.2 72.8 81.5 66.7 67.1 65.2 65.3 69.6 69.3 60.7 82.2 71.4 67.0 73.1 75.2 79.5 73.1 66.9 81.1 65.2 75.4 69.8 67.7 61.4 83.0 66.1 68.0 60.9 69.1 73.9 71.5 73.7 85.2 69.3 73.1 74.3 66.9 65.5 77.2 79.5 83.0 71.3 79.0 90.2 85.8 81.1 63.9 79.8 79.2 74.7 76.6 89.5 85.3 76.0 88.9 83.9 80.0 81.9 77.4 68.8 73.6 82.5 73.7 79.5 77.7 86.3 79.9 80.1 75.1 87.8 89.5 71.7 80.5 82.7 79.6 86.2 82.3 85.7 87.5 89.4 81.1 82.9 58.8 75.6 87.7 78.1 79.6 88.5 84.7 87.8 80.3 80.8 75.8 82.7 70.0 81.4 87.7 84.9 74.1 80.2 83.2 87.2 78.1 86.1 71.4 78.9 69.7 65.8 66.0 78.4 73.3 58.7 67.2 67.9 69.1 75.4 67.8 60.3 58.4 61.2 73.7 65.1 72.5 81.5 63.6 64.6 72.6 66.3 70.6 57.3 73.8 70.9 72.5 60.1 69.6 55.2 69.3 80.7 55.9 66.7 66.9 70.4 65.6 69.3 70.5 64.3 70.1 72.0 61.6 71.0 58.4 82.5 56.0 62.3 65.5 69.5 69.6 75.6 69.3 68.5 60.2 78.8 64.6 73.6 77.9 63.5 66.7 84.3 76.6 63.8 71.0 59.0 63.8 62.9 62.2 72.6 65.3 74.8 74.8 81.8 60.7 66.7 74.6 80.8 67.5 74.3 75.8 79.7 74.6 61.4 67.7 56.3 62.0 67.2 77.2 61.3 70.3 64.8 90.1 80.9 64.4 68.0 71.2 74.6 81.1 82.4 65.2 74.5 61.5 84.8 76.9 70.1 73.7 84.7 76.9 80.6 83.9 75.9 77.3 79.5 81.3 78.6 74.8 49.9 74.6 71.1 77.8 71.3 69.0 79.3 55.2 69.5 82.6 75.0 65.4 76.9 68.4 65.0 80.4 62.7 74.2 71.0 91.8 71.3 69.1 83.9 70.2 59.3 79.2 81.1 66.1 68.7 62.1 61.8 56.1 65.0 75.0 65.2 60.9 75.5 89.4 67.9 70.6 54.3 78.2 59.7 72.6 68.0 67.1 77.8 65.8 77.1 66.2 72.5 71.3 73.3 63.5 70.0 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51813

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31859

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53092

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29672

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49382.0 37803.0 41147.0 41267.0 44836.0 51492.0 41448.0 34363.0 33090.0 43201.0 41837.0 37870.0 32629.0 40982.0 39804.0 41417.0 27332.0 46424.0 31876.0 50310.0 42720.0 39364.0 32696.0 39968.0 65477.0 44865.0 37346.0 36492.0 36432.0 40251.0 36688.0 33739.0 46290.0 48934.0 43398.0 48384.0 40167.0 41076.0 58568.0 39665.0 36087.0 39256.0 37965.0 25566.0 43397.0 54983.0 42778.0 32334.0 35475.0 30002.0 38601.0 57660.0 37185.0 83885.0 35794.0 42349.0 35012.0 34789.0 41477.0 44844.0 38753.0 38292.0 40738.0 39235.0 37476.0 42711.0 47820.0 50724.0 21245.0 38082.0 45221.0 35960.0 44263.0 38420.0 59446.0 43813.0 31177.0 36160.0 36401.0 41775.0 42671.0 60195.0 34847.0 38372.0 42927.0 37302.0 34968.0 36528 .0 45093.0 49859.0 40508.0 49092.0 37828.0 47321.0 36173.0 41461.0 39943.0 43485.0 37975.0 28467.0 78064.0 51499.0 39380.0 53980.0 42333.0 42058.0 39261.0 31712.0 21683.0 44468.0 57452.0 51144.0 43814.0 39691.0 69161.0 40290.0 51299.0 45287.0 41691.0 42627.0 49096.0 44086.0 46572.0 64716.0 38136.0 51190.0 62270.0 36220.0 42535.0 46113.0 83625.0 58923.0 44435.0 59000.0 63865.0 47903.0 41193.0 56659.0 55536.0 51396.0 44798.0 61369.0 39249.0 53627.0 55396.0 50663.0 51305.0 40014.0 47299.0 52743.0 49180.0 52377.0 38941.0 65329.0 49619.0 51816.0 48136.0 46995.0 81101.0 55411.0 45072.0 55529.0 39130.0 62731.0 40277.0 28595.0 38467.0 47990.0 51292.0 39387.0 55025.0 37240.0 75354.0 66425.0 48034.0 58301.0 40956.0 30163.0 53528.0 48138.0 104335.0 79811.0 40659.0 59694.0 48989.0 60427.0 44961.0 58470.0 72483.0 36914.0 59127.0 41196.0 38527.0 76237.0 63315.0 40956.0 38274.0 58426.0 71566.0 46267.0 64213.0 64205.0 42788.0 29572.0 103817.0 50722.0 35914.0 51306.0 55639.0 40395.0 47469.0 41618.0 47332.0 68992.0 36399.0 49083.0 39734.0 55211.0 42943.0 36952.0 45252.0 69503.0 40293.0 64206.0 84910.0 43604.0 59142.0 42514.0 61390.0 46388.0 52455.0 34543.0 35193.0 50427.0 38726.0 43761.0 74051.0 86003.0 48348.0 39915.0 35148.0 54609.0 42148.0 46081.0 33661.0 41496.0 74606.0 72158.0 37064.0 35258.0 41721.0 39915.0 65321.0 33585.0 55642.0 39037.0 34628.0 39047.0 87075.0 96449.0 40790.0 44521.0 36348.0 50889.0 38553.0 42733.0 37308.0 41495.0 77764.0 78260.0 35325.0 47111.0 40955.0 29335.0 37140.0 78422.0 43436.0 31737.0 40062.0 39544.0 50200.0 42405.0 52927 .0 62697.0 42076.0 47749.0 44199.0 43624.0 43155.0 60559.0 48037.0 46920.0 62274.0 43124.0 51230.0 49514.0 39118.0 50193.0 42993.0 45410.0 43974.0 58588.0 48748.0 68429.0 60297.0 41896.0 44112.0 45713.0 45383.0 50959.0 38266.0 40175.0 40778.0 58191.0 55986.0 54557.0 50612.0 68304.0 48026.0 44634.0 60470.0 50776.0 46214.0 51498.0 36796.0 44834.0 31833.0 49899.0 33043.0 31425.0 42456.0 36661.0 27777.0 28475.0 34427.0 31909.0 29424.0 37223.0 34663.0 40763.0 43458.0 40995.0 39342.0 41752.0 57122.0 43467.0 34842.0 29173.0 31671.0 21795.0 36850.0 39892.0 34929.0 34278.0 40098.0 27480.0 36849.0 35497.0 45076.0 34723.0 39695.0 39171.0 42141.0 33986.0 35950.0 53927.0 36277.0 35142.0 35184.0 31553.0 27222.0 34916.0 33791.0 37705.0 34722.0 35210.0 27104.0 39822.0 39582.0 42847.0 30807.0 43006.0 40714.0 47984.0 42983.0 59791.0 47887.0 44049.0 67672.0 50972.0 44511.0 58010.0 43942.0 63364.0 58173.0 49964.0 45346.0 49886.0 50486.0 44733.0 58672.0 41223.0 46687.0 55647.0 50799.0 54733.0 38078.0 47649.0 60375.0 45486.0 60464.0 56414.0 50812.0 47913.0 42697.0 50359.0 55722.0 58140.0 45385.0 46015.0 37898.0 49046.0 47849.0 53038.0 48427.0 63866.0 80771.0 48414.0 63787.0 53014.0 55980.0 45376.0 61866.0 43765.0 58594.0 40349.0 70711.0 53990.0 41563.0 49006.0 59520.0 49563.0 48774.0 42710.0 43458.0 59568.0 43402.0 73418.0 80892.0 52663.0 47630.0 57214.0 53545.0 37061.0 42071.0 63767.0 46420.0 50981.0 45829.0 41841.0 41487.0 38475.0 43783.0 50986.0 52514.0 47139.0 38234.0 46122.0 43595.0 44460.0 50261.0 59907.0 70304.0 57341.0 44982.0 41641.0 12729.0 14655 .0 14773.0 16679.0 16381.0 16246.0 16086.0 14783.0 15069.0 14575.0 25567.0 17481.0 21269.0 16951.0 16779.0 27337.0 16544.0 17317.0 21163.0 14136.0 20026.0 15530.0 14021.0 15172.0 21894.0 21189.0 19837.0 14319.0 12514.0 15592.0 14625.0 33741.0 21177.0 15934.0 21556.0 18466.0 15042.0 14443.0 16596.0 16827.0 14655.0 12467.0 12193.0 18823.0 14418.0 17547.0 16472.0 11898.0 14981.0 15158.0 14509.0 15563.0 14754.0 16071.0 12802.0 15475.0 15697.0 16732.0 15718.0 14752.0 19317.0 16072.0 14664.0 16849.0 22356.0 15738.0 14111.0 15312.0 25918.0 23597.0 28295.0 12806.0 17372.0 17936.0 12012.0 15097.0 15823.0 15350.0

Education Income

High school (%)

Income

78.7 18 54083

82

51813

500751393

64.7

32312

935327348

63.2 7.1 40447

633271

70.4 9.6 45365

60.5 7.7 26525

67.8

31913

73.9

40895

64.2 9.5 38190

63.5 9.7 39744

782697

66.2 9.9 41950

724236947

65 9.6 31859

893109268

62085

70.8

35256

876893051

878755782

66 7.8 35896

752382334

49534

62.9 9.2 39674

73.2

43335

73914841

9383351

73.3

41134

525075717

67.7 9.2 28463

07098

65.7 8 38455

794600414

7781034

68.4

33902

96754

60.1 11.2 33539

70.4

41523 41.6933183825

77.8 14 41191

944548

70.3

30084

947256518

77338

63.8 8.3 38795

018240089

77.6

53092

55318881

68.5

36455

74.1

40125

66.1 9.2 36738

13830964

426130741

62.1 9.7 34985

701217376

9337418

65.6 8.7 34046

208673107

64.8

25513

92069429

65.2 8.1 33221

89304594

66.7 14.1 39073

76.5

44323

67427796

67 10.4 41219

80.9

47460

45555102

65.1 7.8 36120

279036574

57586668

76.4

42936

6988197

65.6 7.5 40613

81.4

39844

385187553

74.5

48151

64.3 11 29672

82681

61159207

70 18.8 27265

68267

85.4

57547

75536

71.9 12.1 34789

722093424

63.2 8 35368 186.5146417749

69.4 13.9 41408

76.7

43395

67.9

37451

80.3 28.5 46294

76.3 18.4 48663

62.4 10 26003

43886763

69.7 9.8 33797

64135

870678741

69.1 18.4 32892

61.9 10 36913

129362763

654707

66.5 9.7 35390

71.3

47997

806529585

4210938

954732897

86.8

71367

64.8

24344 145.3721254654

69.7 11.2 40714 51.2231692679

666578079

70.1 14.1 39578

78.8 24 44329

67.2 9.1 37429

72.3 8.6 39668

665802651

59.5

21428

21637

62.6 8.3 36604

74.7 4.9 61629

78.5 11 79047

90.3

71504

71

45958

88.9

67154

91.7

69068

135700134

94834256

76.6

55455

550570125

91.8 27 63175

921627441

88.9

52485 145.0329735549

93.2 36 79856

7262

88.5 20.3 59726

586026323

19121

61221334

89.6

66095

85.4

70332 72.9822279817

72.2 12.4 46911

879875344

88.1

65936

74.8

53101

77.4 17 81322

72

59184

908020731

84.1

52310

90.6

66812

84.4 21.6 52623

86.8 18.2 49916 98.862526211

88.5

62735

66.3 9.1 38856

510164254

85.8 16.3 59774

34032

84.3

60227

74759

74.3 14.2 36901

63.6 11.3 30051

60941748

79.5 18.8 41328

83.8

49247

78.2 13.9 39799

75.6 11.8 38191

624884

82.5 12.2 50699

430387926

148338

69.3 8.7 33262

82.5

58389

77.5 9.9 40577

71.2 12.3 36777

565548

83.4 26.7 47318

6450764

72.7 11.9 46157

809511877

60.7 15.2 38245

84.7 21.1 44928

65.8 11.8 41428

580527721

921004919

72.4 12.2 39026

651729957

72.5 10.1 40882

183198147

77.5

37468 0.4134022595

80.4 20.3 51853

525914487

76.8 12.7 38603

66.6 11.9 31952

68.7 7.3 36608

71.8

35946

736166118

64.2

28351 160.2005690815

05638

75.3 19.8 37132

335042

60.6 7.4 32626

33691

74.8 13.9 40590 4.2313985316

899569692

73.1 10 41715

74.1 16.8 35581 7.601249417

01575485

73.2 11.5 40175

77.3

41740

71.5 9.7 42315

7696492

69.2 12.8 38759

056073

68.3 9.9 37797

66.8 9.6 34252

65 11.1 31051

73.1 17.3 36851 14.1153221104

83.3

49180

71.1 11 39710

434674971

980340119

72.2 10.5 32863

78.3 18 40838

77.2 11 47864

079439206

72.1 10.9 39685

266077

69.2 11 36845 58.6302056146

235388274

73.3 11.2 40605

70.7 11.6 36944

090965745

271734965

75.5

41090

73.3 11.7 33045 12.6525075717

66

32287

74.8 15.7 40327 4.2313985316

67.6 13.1 35928

65.3 9.5 31965

63.3 8.5 34936

56.2 7.3 26402

65 7.6 38113 140.5893109268

382572

73.4 9.9 37868

69.8 9.4 36487

77.6

51896 0.5519949901

67.8 10.1 35909 82.0299073853

76 10.4 34418

184751434

74.3 12.5 39843 6.5384348783

64.7 11.3 35373

63.8 8.4 29134 170.4861981588

69.8 8.8 36586 49.8017619985

69.1

34708 60.1716128839

80475

70.2 11.8 31868

73.5 12.7 37770

489193802

73.8 11.1 40013

62.2 12.4 28618

287144682

68.8 10.1 35652

345049661

62 6.3 34188

72.6 10.9 32414

223584571

77.4 19 41282 0.2948095288

68.2 9 38606

84.4

49072 56.8963006751

69.2 10.6 35507 58.6302056146

953557

65.1 9.6 33657

82.3 16.4 54799

65.4 8.4 34000

636818494

60531

68 8.4 27544

76.6 16.6 43625 0.0660676835

64.6 9.2 38804

72.9 10.3 32378

68 9.8 28589 78.4470928466

74.5

38373 5.5556203396

894909862

71.6 11.5 34762

79.5 24.5 44657 6.9852568727

72.9 15.5 41455 15.658136649

60.6 8 28448 264.2912307777

02439

64.1 10.9 37223

82.4 34.9 72019

244460619

88.3

53905

414171709

84 16.6 54427

82.3

41095 29.6258533312

85.7

52807

64 10.6 45135

86.9 35 81968

71.6 11 38158 27.6364311504

89.1

66275

67.5

44701

68.5 10.7 41331 69.8400564999

712799

84.9 23 40197

59 10.3 41026

431967

82.3 17.1 45063 29.6258533312

68.5 13.5 45629 69.8400564999

39810525

68.8 10.4 46019 64.9158346919

77.3 12.1 38139 0.1962167982

79.6 10.7 46742

69.9

54310

65.4 12 46711

91.2 51.3 91792

85.1 20.2 44574

78735656

80.8 20.2 46337

63.8 11 45740 170.4861981588

77.1 12.4 35429

87.9 28.9 57918

470462483

68.4

62183 71.5214637693

80.4 26.4 66602

55188

90.3

59040 180.7132717842

79.5 30.8 75718 6.9852568727

90.5

74064

88 17.5 46794

65638979

75 16.6 55208

83.3 24.8 56404 41.5117806379

74.9 17.1 73979

132738523

74.2 15.9 54151

80033713

82.6 29.5 60589

81.2 45 71085

71.2

53142 32.0020602278

404318

85.6 26.7 54617

85.3 39 91165

2835398

79.2

60087

83.4 40.5 95691 42.8103733685

83.2

69511

331879072

83.3 16.6 44199 41.5117806379

85.2 17.2 46120

83.8 17.7 38014 48.2047442912

83.8 21.4 69641 48.2047442912

84.9 28.5 68324 64.6892643284

70.4 14.1 51622 41.6933183825

349022

73

49400

75.7 11.3 40171

81 15.5 35672

61.7 11.5 43746

357508149

84.3

49850 55.3977079445

80.1

76807

79.8

52482

71.8 10.3 39211

78.8 17.4 60918 3.7751077581

82.6 27 37907 32.9816315232

409289

90.7 37 68960

87.3 29 48790

78.5 14 36172 2.6993295661

395553011

77.2 11.5 36205 0.1176240675

92.8 52.4 71909

88.5

44242 135.5586026323

84.1 14.2 47699 52.4605224831

700128861

93.4 38.8 65648

72.1

31853 22.6293948037

68.2 12.8 25142 74.9442783079

77.5 11.9 34503 0.4134022595

793813338

90.3 26.7 44709 180.7132717842

80.1 17.6 42204 10.5168132567

78.9

50848

76 13.5 41446 0.7345112996

97 51.9 106754

86.6

80690

92.5 26.6 80430

176

91.3 31.8 60302

80.5 13.5 43961

85.4 23.8 60523 72.9822279817

94.1 31.2 66864

92.3 34.5 61480

851263974

97344

94.1

47522 297.3197955493

93.1 34.9 47989

77.8 16.1 33180 0.8891804515

86.2

40963

91.8

73812

86.3 16.1 39255

77 15.4 42676

79.5

48519 6.9852568727

91.4

51696

92.3 39.5 62633 238.4851263974

22196

76.9 16.2 36396

81.8 13.2 41083

82.3 14.6 42125 29.6258533312

85 22 46167

91.6 31.2 44854

79.6 12.5 53459 7.5238496034

72243

81.1 21 41300

80.7 18.7 45356

71.4 13.5 44499

75.7 15.4 38281 1.3387331076

93.4 36.8 54091 273.6696464347

019106

93.3 30.3 66809

81.6 19.9 41421

957042166

96.3 57.1 76433

72 11.9 38535

81.3 18.3 42191

399260246

88.4 19.5 48545

400099016

78.1 18.8 40982

95.3

69014

429083173

70

32819 47.0189474599

92.1

39602

93.6 48.5 62452

79.3 13.4 36402

93.3

72844 270.371053704

94 31.7 64577

81.7

41748

542969473

79.6 21.6 54479 7.5238496034

79.5 15.5 42698 6.9852568727

84.4 39.9 83994 56.8963006751

82.4 29.6 65338

88962868

85.9 27.5 72440

88.7

76175

83 27.6 62864

9697778

86

65196

89.2

76007

79.6 19 58076 7.5238496034

79.4 18.6 52715

85.5 29.5 67478

76.5 16.6 50472 0.1274749529

77.8 39.1 51655 0.8891804515

88.1 38.7 40454 126.4042317096

71.9 8.2 51537

81 17.7 46461 17.1641478326

971952411

74.2 8.4 42661 7.0598421476

86.3

51619 89.1695625577

82 24.5 53668

69.1 7.7 34210 60.1716128839

82.1 17.6 46830

886678699

78.3 13.2 39907 2.0821441048

86.4

62889

0493056

81.8 27.9 62162 24.4328896779

74.7 10.9 39753 4.6528058009

63.5 8.4 39538 178.4104199668

65.9 6.8 33575

82.7 21.9 52397

82.1 21 45356

267116.855001578

85.9 21.2 51767 81.7751916351

68.3 12.4 34443 73.2228710386

70.7

40225

72.4 9.4 39041

69.8 9.8 39615 49.8017619985

72.6 10.1 38974

62.9 7.3 33004 194.7988635829

58 8.4 38854

54.2 8.2 43243

78.5 12.7 41930 2.6993295661

74.5 13.6 38825 5.5556203396

80.8 25.1 52345 15.5469623713

595061

65.2 8.8 35945 135.8864963881

81.6 23.1 51022

69.1 12.8 38289 60.1716128839

73.2 16.9 42478 13.373914841

68.2 7.2 39457 74.9442783079

79.8 16.6 47505 8.6610350647

82.3 21.1 51902 29.6258533312

89.1 41.7 48295 149.8901590162

73.9 10.6 34704 8.7440639557

65.6 7.4 37125 126.7208673107

528025739

67.5 10.2 34156 87.5541291933

81.4

49783

78.2 13.7 41121 1.8035513741

85.3

55460 71.2836352511

67.9 21.7 46299 80.228500116

84.9 25.5 54431 64.6892643284

81 18.9 59244 17.1641478326

88 24.2 53389 124.165638979

65.1 8.9 39206 138.2279036574

81.8 26.1 53179 24.4328896779

79.1 15.7 49193

83.6 27.7 58008

77.6 13.1 42441 0.5519949901

84 22.9 47773 51.0219297525

74.8 14.9 46389 4.2313985316

70.4 9.4 36276 41.6933183825

87.2 33.1 64492

77.7 15.1 46810

85.4 22.9 53913 72.9822279817

87.1 27.4 54011

88.7 31 63497 140.2557880936

77.3 12.2 41287 0.1962167982

73.2 10.5 38571 13.373914841

70 8.9 38660 47.0189474599

72.5 7.5 44493 18.9837657264

82 17.6 45337 26.4500751393

78.4 15.7 47822

76 16.2 41717 0.7345112996

71.2 9.2 35944 32.0020602278

67.3 8.4 38961

56.3 6.9 34075

67.7 6.6 34641 83.8513146546

66 10.7 39054 117.8752382334

72.6 16.2 45260 18.1223584571

65.4 8.6 49590 131.2636818494

73.3 10.9 57953 12.6525075717

71.8 14.1 56203 25.5736166118

65.8 9.5 34886

66 9.4 38675 117.8752382334

77.2 21.3 44453 0.1176240675

71.7 12.5 43057

72.5 6.2 39083 18.9837657264

67.5 11.3 34642 87.5541291933

79 19.3 62234

77.9

37974

64.9 9.5 35886

69.8 8.6 51336 49.8017619985

65.5 11.7 31652

83.3 16 52851 41.5117806379

56.9 10.2 32211

71.1 16.5 49946

76 13.8 51489 0.7345112996

65.1 6.4 35876 138.2279036574

80.2 25 48598

88.8 25 47766

60.4 7.7 39473

84.4 27 78391 56.8963006751

81 39.8 36563 17.1641478326

64.3 10.1 27610 157.6791618121

80.1 16.6 54963 10.5168132567

58.9 10.4 34441

88.8 39.8 75035 142.6343808242

64.8 10 39533 145.3721254654

64.9 11.4 36738 142.9707181961 65628898.8444393

87.9 32 71679

64.6 8.1 35506 150.2349400041

81.6 20.6 67848 22.4957042166

67.3 6.8 48721 91.336943732

65.9 12.8 34174 120.0566455027

67 10.9 45389 97.16116554

79.5 18.1 61128 6.9852568727

69.7 12.1 37100 51.2231692679

85.1 36.3 63228 67.9464497898

66.3 11.6 35538

68.5 9.6 36018 69.8400564999

73.7 17.8 39821

81.1

64504 18.0027405633

737407495

68.4 12.6 32992 71.5214637693

60.5 8.4 33278 267.552638047

78.9 13.6 59865 4.1737004887

67.2 9.8 36976 93.2583510013

61.4 10.1 31388

65.7 9 32758

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85.7

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66.1 6.5 38288

82.2 23.8 49902

65.9 10.6 49987 120.0566455027

69.4 10.6 36889 55.6073910759

70.1 17.6 43097 45.6575401905

87.3 34.1 77929 109.0554898643

70.9 15.8 46756

70.5 18.7 57810

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71.1 13.5 42266 33.1434674971

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84.2 19.5 73773

84.3 19.8 56175 55.3977079445

67.7 9.9 38950 83.8513146546

68.1 11.7 51941

69.7 11.5 51350 51.2231692679

63.3 9.4 35156 183.7932345055

58.5 9.1 33624

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62.4 7.8 30699 209.0058999296

77.9 15 55741 1.0877731821

71.3 11.3 47742

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70.3 14.4 41206

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81.3 17 62562

86.8 14.5 43095 98.862526211

71 10.1 41132 34.3048747665

74.3 5.8 39443 6.5384348783

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72 17.6 50419 23.5908020731

66.7 11.7 41090 103.165387348 14056249.5297453

71.2 11.1 38750 32.0020602278

63.2 10 31183 186.5146417749

70.8 10.9 46789

65.4 8.9 37518 131.2636818494

65.8 10.8 41026 122.2580527721

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65.3 9.1 34217 133.5650891188

77.7 17.1 56892 0.7105877208

71.4 13.5 38928 29.7792456891

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78.9 20.3 44795 4.1737004887

74.7 14.5 57767 4.6528058009

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72.1 15.6 45799 22.6293948037

80.8 15.2 67146 15.5469623713

73.4 16.8 44351 11.9511003023

70.2 15.6 53277 44.3161329212

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69.8 10.1 38484 49.8017619985

75.3 14 57117 2.4243621849

63.3 8 41616 183.7932345055

73.4 12.9 41058 11.9511003023

75.5 14.4 47573 1.8415476462

57.8 6.1 33309

75.4 17.6 43638

62.4 9.5 28326 209.0058999296

78 18.7 42591

82.4 23.4 68997 30.7244460619

70 13.7 41238 47.0189474599

66.9 10.2 37733

67.9 8.6 34878 80.228500116

67.8 12.5 46627 82.0299073853

71.1 14.1 37931 33.1434674971

63.2 9.3 31911 186.5146417749

69.9 19.3 39782 48.4003547292

64.8 7.9 34256 145.3721254654

56.2 8.4 30573 426.7131506285

66.3 7.9 36899 111.4510164254

63.6 8.5 32373 175.7490126975

63.6 8.3 33594 175.7490126975

64.5 10.7 34717

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73.5 16.8 40054 11.269693033

67.9 15.6 41986 80.228500116

67.3 12.7 34514 91.336943732

75.1 17.4 41129

61.8 8.5 31724

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67.7 10.5 33052 83.8513146546

63.2 5.4 40689 186.5146417749

74.2 12.5 41056 7.0598421476

66.7 11.5 40165 103.165387348

66.8 10.2 41716 101.1439800787

73.5 13 59832 11.269693033

70.3 11.4 36508 42.9947256518

57.1 8 35228

68.3 10.5 38503 73.2228710386

70.1 11.6 42179 45.6575401905

61.3 9.1 36034

67.9 7.1 30963 80.228500116

76 15.4 46451 0.7345112996

63 12.8 50690 192.0174563135

68.2 7 35379 74.9442783079

65 12 35586 140.5893109268

70.4 9.6 42124 41.6933183825

68.3 8.6 41688 73.2228710386

84.6

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84.8 27.9 66828

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83.3 19.4 57954 41.5117806379

83.4 22.4 63707 42.8103733685

90.8 31.2 59396

80.8 14.9 36589 15.5469623713

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87.5 24.9 47222

85.5 11.7 41402 74.7008207124

79.8 11.4 40572 8.6610350647

80.6 14.4 46887

90.2

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86.3 19.9 49755 89.1695625577

85.6 16.9 42227 76.4394134431

87.8 26.1 53815

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82.6 13 39228 32.9816315232

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88.4 22.2 43983

76 14.9 46193 0.7345112996

86.6 15.9 48414 94.9253407497

76.9 13.9 42895 0.0018458755

64 12.6 40647 165.3033836201

80.1 13.4 41285 10.5168132567

84.5 17.4 41417

87.2 17.3 45385 106.9768971337

88.2 13.6 46421

80.4 12 43026 12.5525914487

79.4 11.4 44360 6.466664142

72.6 12 41049 18.1223584571

82.9 14.4 37994

84.4 15.2 48578 56.8963006751

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87.3 19.1 48600 109.0554898643

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82.5 17.9 38857 31.8430387926

84.2 14.8 40438 53.9191152138

77.4 13 41816 0.2948095288

88.5 24.4 41975 135.5586026323

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73.7 10.1 41220 9.9668784943

85.5 18.9 46705 74.7008207124

86.4 15 44166 91.0681552884

67.6 10.2 36481 85.692721924

74.5 10.6 42540 5.5556203396

74.7 14.3 41484 4.6528058009

77.9 10.2 36733 1.0877731821

87.3 28.1 54025 109.0554898643

81.3 16 44419 19.7399260246

88.9 26.3 47536 145.0329735549

76.6 12.7 39423 0.0660676835

83.7 17.6 44777

67 6.9 33524 97.16116554

72.8 15 48505

80.8 14.5 67450 15.5469623713

63.3 9.2 45628 183.7932345055

84.1 15.7 51792 52.4605224831

79.9 9.4 44251

83.3 13.1 47820 41.5117806379

80 12.6 45368 9.878220526

91 38 48634 200.0234208988

81 10.5 47065 17.1641478326

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75.9 9.7 39390

77.4 13 57436 0.2948095288

82.9 20.8 41561 36.5174097152

77.7 28 59115 0.7105877208

79.3 10.3 41877 5.9680714114

80.2 10.1 46534 11.1754059873

87.5 26.8 58994 113.2726753256

83.5 13.4 53108

79.3 13.8 50769 5.9680714114

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81.4 13.3 45316 20.6385187553

82.3 9.8 40956 29.6258533312

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83.4 15.1 50692 42.8103733685

72.2 9 41030 21.6879875344

86 13.9 49011 83.5937843657

76.7 11.3 36573 0.0246604142

78.3 11.4 43706 2.0821441048

73.6 7.7 33621

78.9 10.1 40877 4.1737004887

86.9 15.2 66577 100.8611189417

74.3 10.5 39257 6.5384348783

85.7 15.6 47184 78.1980061737

68.1 9.6 35649 76.6856855773

82.4 10 46864 30.7244460619

84.5 15.7 51304 58.4148934058

80.3 11.8 49008 11.853998718

85.2 32 32113 69.6050425204

82.6 11.2 44696 32.9816315232

77 13.7 43195 0.0204386062

82.5 12.6 54150 31.8430387926

83.6 15.2 52021 45.4675588298

67.1 11.7 42900

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80.2 27.7 76402 11.1754059873

79.8 15 53464 8.6610350647

89.9

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81.8 14.6 45579 24.4328896779

86.6 38.6 86214 94.9253407497

81.4 13.3 51888 20.6385187553

81.3 9.7 39083 19.7399260246 33133452.9062597

80.2 13.2 52736 11.1754059873

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86.9 26.9 41375 100.8611189417

89.2 27.7 83450 152.3487517469

90.7 36.2 60530 191.6276427068

83.2 16.9 48736

82.1 11.8 46587 27.4886678699

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79.1 12.1 45347 5.0308859501

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79.9 11.2 46323 9.2596277954

76.5 10.7 40547 0.1274749529

88.3 20.5 59983

84.9 12.6 52641 64.6892643284

87.2

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77.1 11.2 42639 0.0590313368

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79.9 19.9 47544 9.2596277954

78.8 14.7 51600 3.7751077581

83.1 17 58505

83.8

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72.3 10.1 42842

88.7 21 58896 140.2557880936

79.6 9.9 40069 7.5238496034

75.8 10.5 38681

70.7 7.1 32647 37.9090965745

83.8 12.1 58561 48.2047442912

71.3 8.6 47646 30.8806529585

83.4 15.2 40144 42.8103733685

82.6 17.1 49700 32.9816315232

80.9 19.3 50395

76.1 12.1 37033

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88.1 28.6 55298 126.4042317096

83.6 11.7 45355 45.4675588298

83.1 12.1 47071 38.9745951765

82.9 11.5 48033 36.5174097152

83.4 13.4 46118 42.8103733685

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74.8 15.8 39898 4.2313985316

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82.2 12.5 44377 28.5472606006

82.3 15.8 46631 29.6258533312

79.1 13.4 52691 5.0308859501

75.2 10 39238

74.6 10.4 38105

79.8 11.3 51947 8.6610350647

86.9 25.5 80118 100.8611189417

79.8 17.2 41182 8.6610350647

81.4 19.4 56494 20.6385187553

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80 10.7 52296 9.878220526

85.7 22.7 54930 78.1980061737

83.8 22 56878 48.2047442912

86.3 13 51251 89.1695625577

81.3 10.3 44746 19.7399260246

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83.6 18.5 56265 45.4675588298

83.2 12.9 54938 40.2331879072

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82.3 12.8 47456 29.6258533312

80.1 10.1 52469 10.5168132567

70.6 8.4 42025

71.8 9.7 43850 25.5736166118

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79.1 11.5 52008 5.0308859501

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80.2 14.5 56858 11.1754059873

75.7 15.5 57256 1.3387331076

73.7 7.8 49998 9.9668784943

82.4 20.4 56669 30.7244460619

80.7 10.1 49070 14.7683696406

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80.2 10.3 49290 11.1754059873

80.9 12.4 48293 16.345555102

79.2 14.1 46551 5.4894786807

79.2 10.5 43765 5.4894786807

330936681

94.2 48.9 91431

87.8 22.2 72624 119.7484535176

80.3 13.1 55898 11.853998718

88.5 23.1 71069 135.5586026323

79.6 11.7 49110 7.5238496034

83.3 18.1 55980 41.5117806379

85 14.2 53577 66.3078570591

79.8 11.5 50721 8.6610350647

82.4 13 55829 30.7244460619

78.5 9.9 45956 2.6993295661

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76.2 8.4 50722

85.7 23.1 67831 78.1980061737

81.7 14.4 40372

81.6 14.9 56562 22.4957042166

60.2 8.9 55158

80.7 16.2 53846 14.7683696406

80.6 14 53332 14.00977691

77.4 10.7 46703 0.2948095288

80.1 14.4 50108 10.5168132567

81.6 25.4 52034 22.4957042166

79.8 14.9 54814 8.6610350647

74.2 8.8 46872 7.0598421476

81.9 10.4 50441

88.5 39.6 42881 135.5586026323

85.7 14.7 53161 78.1980061737

80.7 12.6 61454 14.7683696406

78.7 9.6 52707 3.3965150274

77.3 11.1 54967 0.1962167982

78.4 11.6 53227 2.3807368354

73.8 10.2 40632 9.345471225

74.9 9.2 47023 3.8299912623

80.5 11.6 45987 13.2711841793

74.8 9.6 46659 4.2313985316

75.6 8.4 44745 1.5801403769

88.3 22.6 68355 130.9414171709

84.4 14.8 56910 56.8963006751

79.8 10.3 45598 8.6610350647

81.2 13.1 50052 18.861333294

79.6 9.9 44468 7.5238496034

78.9 11.5 53327 4.1737004887

79.6 10.3 49113 7.5238496034

82.4 23.6 52032 30.7244460619

71.4 8.8 44612 29.7792456891

79.8 12.7 56189 8.6610350647

81.2 13 54647 18.861333294

72 8.4 47943 23.5908020731

84.3 15.5 56755 55.3977079445

80.8 9.4 42450 15.5469623713

71.4 7.6 47748 29.7792456891

87.8 33.2 49756 119.7484535176

83.7 12.4 62493 46.8261515605

79.9 11.1 47208 9.2596277954

83.1 19.3 47402 38.9745951765

81.2 11.2 44845 18.861333294

81 21.4 42717 17.1641478326

81.7 13.7 52023 23.4542969473

85 14 53841 66.3078570591

86.3 21.8 62838 89.1695625577

75.2 10.2 47153 2.7457694543

78.1 13.7 44907 1.5449586434

87.3 14.3 56556 109.0554898643

82.1 10.5 52402 27.4886678699

86.2 13.3 58576 87.290969827

87.8 11.2 45286 119.7484535176

84.5 12 39202 58.4148934058

81.4 14.4 43725 20.6385187553

81.4 12.2 36832 20.6385187553

82.5 12.3 41470 31.8430387926

87.8 13.9 54616 119.7484535176

86.5 23 47972

89 18.8 52474

87.7 21.5 52555

84.6 12.7 48963 59.9534861365

81.3 18.7 45441 19.7399260246

82.2 12.4 46192 28.5472606006

85.4 15.4 42849 72.9822279817

83.7 16 47984 46.8261515605

85.9 16.6 42380 81.7751916351

87.7 16.3 54321 117.569860787

87.3 20.3 46171 109.0554898643

87.5 15.2 45238 113.2726753256

83.4 12.2 48465 42.8103733685

84.4 12.1 44378 56.8963006751

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82.6 12.8 43855 32.9816315232

85.6 14.4 48174 76.4394134431

78.5 12.4 43667 2.6993295661

89.5 26.8 62470

78.9 11.4 42306 4.1737004887

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85.1 13 47846 67.9464497898

2853373

85.8 16 47359 79.9765989044

89.2 21.3 50230 152.3487517469

85.2 21.3 50954 69.6050425204

82.2 13 42873 28.5472606006

84.8 13.8 41776 63.0906715978

85.9 14.8 45360 81.7751916351

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85 14 49361 66.3078570591

85.6 14.6 43617 76.4394134431

86.5 17.2 50714 92.986748019

85.4 14.9 46980 72.9822279817

87.3 17.5 49764 109.0554898643

85.8 15.4 48535 79.9765989044

85.7 17.1 45607 78.1980061737

85 12.7 49099 66.3078570591

86.1 16.2 50316

79.3 12.6 44593 5.9680714114

86.3 15.4 49176 89.1695625577

85 13.6 44804 66.3078570591

87 15.8 53065

81.5 12.1 44449

86.8 15.9 53658 98.862526211

88.1 31.2 43576 126.4042317096

93.7 47.6 51569

85.3 12.7 48208 71.2836352511

84 11.6 43800 51.0219297525

85.6 13.6 44491 76.4394134431

83.6 12.5 46591 45.4675588298

90.6 27.7 59481 188.8690499762

79.7 12.7 50315

79.1 11.1 39746 5.0308859501

78.7 14.2 47473 3.3965150274

87.6 14.4 53867

82.6 16.5 48034 32.9816315232

84 18.9 54582 51.0219297525

82.3 17 49262 29.6258533312

83.2 16.3 54617 40.2331879072 95606027.731982

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81.7 13.4 42783 23.4542969473

82.2 12.6 44897 28.5472606006

81.8 12.9 42756 24.4328896779

80.3 17.2 53813 11.853998718

80.7 14.7 46031 14.7683696406

81.1 13.4 44121 18.0027405633

85.5 16.6 45655 74.7008207124

83.7 13.9 41720 46.8261515605

87.4 19.3 53600

86.6 15 42947 94.9253407497

88.3 29.7 59365 130.9414171709

84 15 51606 51.0219297525

86.7 18.5 48706 96.8839334803

82.8 13.4 37473

84.2 13.6 42318 53.9191152138

86.3 24.9 54969 89.1695625577

86.6 15.3 48199 94.9253407497

80.4 19.8 52182 12.5525914487

93.5 44.5 52061

84.2 12.9 48169 53.9191152138

83.3 12 40288 41.5117806379

87.3 14.7 41071 109.0554898643

82.7 11.8 40027 34.1402242539

328518

81.5 14.6 41435 21.5571114859

90 21.2 64814 172.7374935922

82.5 16.4 50337 31.8430387926

83.9 12.1 37821

84.2 16.9 45485 53.9191152138

87.3 16.5 49407 109.0554898643

84.1 20.5 50086 52.4605224831

81.4 18.9 49572 20.6385187553

86 12.7 46914 83.5937843657

84.4 13.5 46596 56.8963006751

83.1 15.2 40525 38.9745951765

81.9 11.7 42795 25.4314824086

84.7 18 44225 61.5120788671

85.8 21 43005 79.9765989044

82.3 16.6 41420 29.6258533312

84.2 17.8 40162 53.9191152138

84.6 19 41156 59.9534861365

87.3 20.4 58538 109.0554898643

87.1 19.6 42038 104.918304403

81 12.3 36967 17.1641478326

80.3 11.3 39269 11.853998718

85.5 16 39390 74.7008207124 29693415.6682976

87.4 22.1 43584 111.154082595

87 16.5 43723 102.8797116723

85.5 18 40882 74.7008207124 15659166.7984623

86.9 20.1 48710 100.8611189417

91.3 15.1 37866 208.5991990908

85.4 18.3 44291 72.9822279817

84.5 23.9 37858 58.4148934058

86.4 15.4 38950 91.0681552884 34682282.1982759

86.4 15.2 46310 91.0681552884

80.2 14.8 41885 11.1754059873

92.4 42.7 48334 241.5837191281

81.2 16.3 39301 18.861333294

80 10.6 35101 9.878220526

87.2

41630 106.9768971337

84.8 16.4 46049 63.0906715978

67.4 14.3 49527

69.9 16.4 48737 48.4003547292

85.3 16.5 50271 71.2836352511

86 17.1 41086 83.5937843657

84.5 18.4 43137 58.4148934058

83.6 17.4 40274 45.4675588298

71.5 15.2 51304 28.6978384198 41794072.0361137

73.6 16.3 51492 10.6082857637

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83.8 14 38330 48.2047442912

85.3 23 52659 71.2836352511

74.8 17.5 49733 4.2313985316

86.9 19.7 46335 100.8611189417

87.7 15.4 52072 117.569860787

88.9 17.9 58617 145.0329735549

87.6 13.8 39311 115.4112680563

94.9 47.7 79110

75.8 15 51683 1.1173258382

84.7 17.8 48647 61.5120788671

85.2 18.9 40647 69.6050425204 17574260.0587916

83 15.9 39745 37.7360024459

88.5 18.5 46403 135.5586026323

86.5 23.1 61937 92.986748019

85 17.4 39768 66.3078570591

80.9 12.7 46221 16.345555102

86.7 17.5 41362 96.8839334803

81.8 23 42248 24.4328896779

85.9 22.2 52957 81.7751916351

84.4 17.9 44412 56.8963006751

85.1 13.2 41308 67.9464497898

80.3 19.6 47322 11.853998718

87.5 19.4 60071 113.2726753256

88.1 16.9 42976 126.4042317096

81.2 16 39902 18.861333294

84.7 16 41403 61.5120788671

81.9 17.6 47928 25.4314824086

83.7 14.6 44149 46.8261515605

83.5 15 41408 44.1289660992 11772903.6285337

84.4 17.9 41631 56.8963006751

84.8 15.4 39970 63.0906715978

85.5 14.3 48824 74.7008207124

84.8 15.5 37518 63.0906715978 53599479.0867506

86.2 16.3 48929 87.290969827

84.8 21.8 45280 63.0906715978

84.4 16.1 45072 56.8963006751

89.2 22.7 51718 152.3487517469

86.3 21 45736 89.1695625577

84.7 15.9 41328 61.5120788671 12328290.270348

82.7 17.3 45712 34.1402242539

88.6 14.9 39255

31182915.6263591

83.4 17.5 45919 42.8103733685

93.8 40.5 41247

87.1 15.4 39207 104.918304403

82.8 16.4 40251 35.3188169845

83.1 16.7 37697 38.9745951765

87 20.4 48026 102.8797116723

84.5 23 52179 58.4148934058

85.1 25.4 54691 67.9464497898

63.7 13.6 47311

88.1 26 52763 126.4042317096

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69.5 11.1 40215

59 10.1 33493 318.8737470871

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85.1 22.8 68990 67.9464497898

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78 14.1 42157 1.3063659128

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57.5 10 24658

68.9 7.4 39332

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53.5 8 25183

67 7.3 37409 97.16116554

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52.6 7.8 27051

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74.2 10.6 46613 7.0598421476

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70.8 8.7 38200 36.6876893051

75.2 21.8 42302 2.7457694543

50.1 6.3 25000

70.5 9.1 39117 40.4119111132

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54 9 23530

73.3 14.4 38870 12.6525075717

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61.8 9.9 30805 226.7143435456

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70.9 21.9 36115 35.4862820358

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53.6 10.6 24858

897396313

82.6 25.9 63709 32.9816315232

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63.2 9.3 35757 186.5146417749

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70.3 10.2 36369 42.9947256518

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57.9 12.3 26677

70.7 11.3 40718 37.9090965745

55.5 9.5 26431

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68.7 10.8 49140 66.5372419612

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757534

74.6 16.5 38433 5.0942130703

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70.8 11.1 34313 36.6876893051

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80.3 13.3 36366 11.853998718

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84.6

43750 59.9534861365

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7081394

82.9 17.6 67070 36.5174097152

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92100491

80.4 14 44823 12.5525914487

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731505083

75.5 20.5 41352 1.8415476462

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65.5 10.9 39014 128.9822745801

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161167252.750621

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80 12.8 34916 9.878220526

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62.5 7.5 34901

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89.8 25.5 38919

83.4 18.7 37814 42.8103733685

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91 32.8 44352 200.0234208988

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81.6 19.8 39216 22.4957042166

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86.4 16.6 41645 91.0681552884

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89.1 11.6 34328 149.8901590162

85.6 13.8 36414 76.4394134431

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87.2 14.2 42873 106.9768971337 3865810.75031068

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82.6 17 46094 32.9816315232

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93.3 30.2 69261 270.371053704

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79.6 17.3 41214 7.5238496034

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86.1 17.2 37954 85.4323770964

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80.9 15 39571 16.345555102

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80.4 12 36263 12.5525914487

84.7 16.4 35949 61.5120788671

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90.8 14.9 34462 194.4062354375

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85.1 16.7 52532 67.9464497898

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91.6 23.2 66745 217.3549772828

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82 11.8 47228 26.4500751393

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90.5 31.7 74856 186.1304572455

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80.3 24 61915 11.853998718

81.9 22 53540 25.4314824086

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91.5 41.8 102839 214.4163845521

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73.3 21.2 63348 12.6525075717

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68.3 10.3 31903 73.2228710386

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96.3 60.5 101687 378.0288356239

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74.4 24.3 54631

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85.3

87498 71.2836352511

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598478

70.2 9.2 38424 44.3161329212

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67.6 12.8 45865 85.692721924

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66.2 10.4 46006

82.1 16.2 50839 27.4886678699

82.1 19.8 49360 27.4886678699

69.2 8.3 45078 58.6302056146 57041.4353060201

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65.4 11.1 34060 131.2636818494

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77.7 16 43667 0.7105877208 1373974.33030447

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65.6 11.1 34013 126.7208673107

73.5 10.9 42777 11.269693033

68.4 10.6 36616 71.5214637693

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77.3 16.2 41372 0.1962167982 12021243.6173501

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86.2 37.1 65110 87.290969827

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64.2 10 42356 160.2005690815

82.6 26.8 53088 32.9816315232

75.6 17.2 47819 1.5801403769

86.3 31 51713 89.1695625577 47249586.8298385

62.5 10.8 34309 206.1244926602

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69.2 10.1 37113 58.6302056146

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68.9 10.8 43490 63.3144274226 1820250.27531844

74.2 14.2 48266 7.0598421476

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69.1 11.1 40927 60.1716128839

71.4 15.9 39919 29.7792456891

73.4 12.7 47498 11.9511003023

73.2 9.3 49957 13.373914841

67 12 42540 97.16116554 5286166.6468624

70.5 13.9 36827 40.4119111132

82.5 23.7 49673 31.8430387926

66.3 10.6 33063 111.4510164254

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67.5 11.6 36496 87.5541291933

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81.3 14.9 38429 19.7399260246

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90.9 31.3 49106

78.8 13.1 41023 3.7751077581

79.6 16.6 37629 7.5238496034

80.4 13.3 38733 12.5525914487

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75.5 15.9 36871 1.8415476462

65.9 12.3 33623 120.0566455027

78 19.8 41218 1.3063659128 13112846.9028425

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73.4 15.9 47381 11.9511003023

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60.3 8.9 33189

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57.3 8.3 29914

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55.2 7.1 29555

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68.5 8.8 38817 69.8400564999

60.2 5.6 38448 277.456859855

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73.6 10.6 49505 10.6082857637

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72.6 20.2 39795 18.1223584571

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74.8 14.8 42772 4.2313985316

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60.7 7.5 31015 261.0498235083

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74.6 13.5 44693 5.0942130703

80.8 25.3 50968 15.5469623713

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74.3 10.2 41600 6.5384348783

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74.6 10.8 53881 5.0942130703

61.4 8.9 41466 238.9199726229 11378252.3132184

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56.3 5.8 35188 422.5917433592 93145015.02959

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67.2 9.1 39803 93.2583510013

77.2 22.9 42630 0.1176240675 4880416.67482139

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70.3 15.3 38629 42.9947256518

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90.1 44.4 88957 175.3760863228

80.9 19.6 64545 16.345555102

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65.2 10.5 42585 135.8864963881

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61.5 9.3 35917

84.8 19.4 50221 63.0906715978

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49.9 6.8 23972

74.6 15 39873 5.0942130703

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71.3 13.3 47080 30.8806529585

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79.3 12.3 41789 5.9680714114

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70.2 13 36587 44.3161329212

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66.1 15.3 32756 115.713830964

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62.1 10.4 37788 217.7701217376

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54.3 10.1 28214

78.2 15.8 37339 1.8035513741

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72.6 12.7 34541 18.1223584571

68 12 40102 78.4470928466

67.1 17.3 32566 95.1997582707

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72.5 12.6 44413 18.9837657264

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80.1 22.9 49057 10.5168132567 17790119.3380709

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72.4 12.3 44027 19.8651729957 659614.442140439

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80.2 17.2 47859 11.1754059873

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70.7 12.8 36446 37.9090965745

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50.5 12.9 32006

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46.1 9.7 27091

76.9 16.8 47311 0.0018458755 6109960.79566638

79.6 14.3 47099 7.5238496034

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114322424.706198

74.5 12.3 57649 5.5556203396

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78.1 24.6 45860 1.5449586434 1042101.01157194

66.9 17.7 36456 99.1425728093

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71.7 13.1 46703 26.5950238811 3473875.27345452

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78.1 18.7 39804 1.5449586434

70.3 12.5 41417 42.9947256518 11711223.6313296

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72.2 13.3 46424 21.6879875344

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44.7 11.7 25566

73 11.5 43397 14.8767293797

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65.7 9 35475 124.4794600414

46.6 8 30002

68.1 11.6 38601 76.6856855773

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72.3 13.4 38082 20.7665802651

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69.8 14.3 41461 49.8017619985

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53.1 8.7 31712

43.4 7.6 21683

83.2 12.1 44468 40.2331879072 137764.579139508

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82.6 16.6 53627 32.9816315232

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63.2 10.8 40277 186.5146417749

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80.6 16.3 68992 14.00977691

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91.7 37.4 74606

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80.8 40.8 39915 15.5469623713 24247415.8313918

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95.9 63.7 96449

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94.4 40.2 55986

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81.1 23.3 46214 18.0027405633

87.5 27.2 51498 113.2726753256

92.8 44 36796 254.1780900507

68.7 15.3 44834 66.5372419612

72.7 11.8 31833 17.2809511877

77.6 15.1 49899 0.5519949901

64 7.2 33043 165.3033836201

67.3 9.2 31425 91.336943732

79.7 13.4 42456 8.082442334 5679482.62076734

80 20.9 36661 9.878220526

62.4 9.3 27777 209.0058999296

63.7 7.3 28475 173.1076054282

69.4 10.2 34427 55.6073910759

68.6 10.7 31909 68.1786492306

70 17.1 29424 47.0189474599

70.8 11.4 37223 36.6876893051 58005992.3284405

73.4 13.6 34663 11.9511003023

71.3 11.3 40763 30.8806529585

82.9 11.5 43458 36.5174097152

70.3 9.4 40995 42.9947256518

78.4 16.3 39342 2.3807368354

77.4 12.4 41752 0.2948095288

79 21.6 57122 4.5922932194

80 20.6 43467 9.878220526

73.7 11.2 34842 9.9668784943

62.7 5.9 29173 200.4216781215

63.1 8.8 31671

50 5.6 21795

79.5 16 36850 6.9852568727

79.7 10.7 39892 8.082442334

72.4 8.8 34929 19.8651729957

72.1 13.8 34278 22.6293948037

80.3 11.7 40098 11.853998718

59.6 7.3 27480 297.805303471

83.6 32.4 36849 45.4675588298

73.7 8.2 35497 9.9668784943

75.8 11.2 45076 1.1173258382

70 9.8 34723 47.0189474599

83 23.1 39695 37.7360024459

72 10.8 39171 23.5908020731

79.4 9.7 42141 6.466664142 7280102.52291086

70.9 11.8 33986 35.4862820358

74 10.8 35950 8.1626566863

83.8 19.7 53927 48.2047442912

72 12.7 36277 23.5908020731

73.5 13.6 35142 11.269693033

73.4 7.1 35184 11.9511003023

66.8 9 31553 101.1439800787

65.4 10.1 27222 131.2636818494

74.7 11.3 34916 4.6528058009 98469233.6117583

75.5 10.6 33791 1.8415476462 122061983.262271

75.4 8.5 37705 2.1229549156

74.6 13.8 34722 5.0942130703

70.5 11.9 35210 40.4119111132

58.2 8.7 27104 348.0850052418

77.6 10.4 39822 0.5519949901

72.4 9.9 39582 19.8651729957

81.4 15.2 42847 20.6385187553

64.3 7.1 30807 157.6791618121

76.7 10 43006 0.0246604142

84.1 16.5 40714 52.4605224831 17016998.7462722

82.4 14.9 47984 30.7244460619 9889977.67140419

86.9 21.6 42983 100.8611189417

86.3 22.5 59791 89.1695625577

84.1 14 47887 52.4605224831

82.8 14 44049 35.3188169845

87.3 20.8 67672 109.0554898643

84.3 14.7 50972 55.3977079445

75.4 10.3 44511 2.1229549156

86.2 16.7 58010 87.290969827

81.3 13.2 43942 19.7399260246

92.2 40.6 63364 235.4065336667

82.3 13.2 58173 29.6258533312

87.8 21.4 49964 119.7484535176

85.9 18.3 45346 81.7751916351

86.6 21.1 49886 94.9253407497

88.9 27 50486 145.0329735549

83.7 12.4 44733 46.8261515605

84.2 16.9 58672 53.9191152138

78.5 10 41223 2.6993295661

83.5 17.2 46687 44.1289660992

84.1 16.7 55647 52.4605224831

81.9 14.5 50799 25.4314824086

88.5 18.5 54733 135.5586026323

83.7 13.2 38078 46.8261515605

79 11.3 47649 4.5922932194

84.7 17.4 60375 61.5120788671

78.5 10 45486 2.6993295661

83.5 19.2 60464 44.1289660992 244135421.548385

84 11.4 56414 51.0219297525

89.7 25.4 50812 164.9417154002

85.5 13.3 47913 74.7008207124

80.9 11.7 42697 16.345555102 4588877.36230198

81.6 13.6 50359 22.4957042166

84.6 15.5 55722 59.9534861365

83.8 18.3 58140 48.2047442912

82.5 12.9 45385 31.8430387926 297934.19734392

78.8 10.1 46015 3.7751077581

78.2 12.9 37898 1.8035513741

80.2 23.6 49046 11.1754059873

81.1 13.2 47849 18.0027405633

80.6 10.6 53038 14.00977691

85.1 20 48427 67.9464497898

88.1 22.5 63866 126.4042317096

91.9 38.6 80771

82.6 13.3 48414 32.9816315232 12779434.4716527

89.6 24.6 63787 162.3831226695

85.9 15.6 53014 81.7751916351

86.5 23.4 55980 92.986748019 124118170.822072

82.4 13 45376 30.7244460619

82.9 20.3 61866 36.5174097152

82.1 14.1 43765 27.4886678699 1153833.69408204

83.9 16.7 58594 49.6033370218

79.1 11.2 40349 5.0308859501

91.6 26.3 70711 217.3549772828

83.5 17.6 53990 44.1289660992

84.7 16.5 41563 61.5120788671 10733267.0100187

81.5 12.6 49006 21.5571114859

84.4 17.9 59520 56.8963006751

78.3 11 49563 2.0821441048

80.9 13.3 48774 16.345555102 15482914.5834887

78.9 14 42710 4.1737004887

85.4 17.6 43458 72.9822279817 1907620.93204414

84.2 21.8 59568 53.9191152138

83.7 15.2 43402 46.8261515605

88.8 21.9 73418 142.6343808242

92 34.1 80892

82.7 14.8 52663 34.1402242539

78.8 11.7 47630 3.7751077581

86.3 22.8 57214 89.1695625577

84.8 16.9 53545 63.0906715978

93.5 44.1 37061 276.9882391653

83.2 15.9 42071 40.2331879072 7662745.83449831

88.3 15.7 63767 130.9414171709

83.5 17.2 46420 44.1289660992

86.4 14.7 50981 91.0681552884

85.8 17.5 45829 79.9765989044

84.8 19.7 41841 63.0906715978

84.7 18.6 41487 61.5120788671

84.2 17.9 38475 53.9191152138

90.1 22.2 43783 175.3760863228

89.1 23.4 50986 149.8901590162

87.9 17.2 52514 121.9470462483

88.3 20 47139 130.9414171709

87.3 15.3 38234 109.0554898643

87.6 23.7 46122 115.4112680563

84.9 15.2 43595 64.6892643284

88.4 22.4 44460 133.2400099016

89 21.6 50261 147.4515662856

87.4 17 59907 111.154082595

94.7 45.8 70304

84.8 15 57341 63.0906715978

85.6 18.7 44982 76.4394134431

85.2 14.5 41641 69.6050425204

47 10.9 12729

50.7 12.8 14655

55.2 15.7 14773 469.0272233219

54.2 12.4 16679 513.3412960153

59.7 14.7 16381 294.3638962017

52.7 12.3 16246

58.6 15.7 16086

59.6 13.4 14783 297.805303471

51.8 9.1 15069

54.3 14.4 14575 508.819888746

67.4 21.7 25567 89.4355364626

53.6 17.3 17481

63.3 21.1 21269 183.7932345055

50.6 14 16951

54.9 10.9 16779

71.7 21.5 27337 26.5950238811

59 18.2 16544 318.8737470871

57.5 15 17317 374.6948561271

66 16.3 21163 117.8752382334

49.4 9.5 14136 753.8888449435

60.7 15.9 20026 261.0498235083

56.5 14.9 15530

46.4 11 14021

52.5 11.8 15172 593.2652195941

60.4 11.7 21894 270.8340453163

63.1 19.1 21189 189.2560490442

63.2 16.2 19837 186.5146417749

53.2 10 14319

50.9 9.2 12514 673.7677359035

62.7 14.9 15592 200.4216781215

55.7 13.2 14625

72.3 35.9 33741 20.7665802651

61.6 21.2 21177 232.7771580843

51.4 14.9 15934

60.5 18.1 21556 267.552638047

59.7 15 18466 294.3638962017

52.2 13.3 15042

52.4 10.9 14443

58.3 15.3 16596 344.3635979724

56 13.2 16827 435.0159651672

49.8 13.1 14655

911083907.984234

44.1 12.7 12467

41.7 9.6 12193

57 13.1 18823

58.6 9.1 14418 333.3193761644

59.8 17.6 17547 290.9424889324

55.4 14.9 16472

39.4 6.1 11898

51.6 11.5 14981

56.1 18.6 15158 430.8545578979

53 12.6 14509 569.1581832474

52.7 11.8 15563 583.5624050554

51.9 12.3 14754

50.9 12 16071 673.7677359035

47.5 11.1 12802

54.7 12.3 15475

54.1 12.8 15697 517.8827032846

61.4 19.8 16732 238.9199726229

53.3 11.2 15718 554.9339614394

48.2 11.8 14752

59.5 13.6 19317 301.2667107404

57.1 13.3 16072 390.3404852045

56.7 12.8 14664

58.7 18.3 16849 329.6779688951

67.5 28.9 22356 87.5541291933

49.7 11.7 15738

45.8 12.7 14111

59.4 13 15312 304.7481180097

65 20 25918 140.5893109268

64.5 16.6 23597 152.6963472735

69.1 27.1 28295 60.1716128839

49.2 11.9 12806 764.9116594822

52.8 11.9 17372

56.3 14.4 17936 422.5917433592

50.3 10.1 12012

55.8 12.8 15097

53.9 12.1 15823

55.8 15.8 15350 443.3987797059

r

Bachelors (%) SSxx SSyy SSxy
3.3965150274 85448457.566092 17036.0491368368
23.1 26.4 48634353.5275707 35866.1721564084
10.9 1

 47.7 156929900.802811 152293.218599406
186.5146417749 192911

 26.6 59983.9776860776
41.6933183825 276500.857797477 -3395.3259485922
267.552638047 335408695.005048 299565.487285334
10.4 82.0299073853 167085780.67886 117072.759916585
15.2 8.7440639557 15556449.4691675 11663.0437314332
160.2005690815 44211415.295511 84158.7422092217
178.4104199668 259607

 21.7 68056.3242844002
1

 13.5 8347283.13024233 30789.9525229832
1

 40.5 1684847

 22.6 153906.306111055
12.1 36.6 91837080.3840479 580

45.5
1

 17.8 799802

 27.2 97096.2838681223
194.7988635829 26678945.0898571 72090.4167354719
19.3 13.3 22625

 16.8 5500.7916034428
14.1 12.6 13728258.8767475 13179.4119513773
83.8513146546 2681788

 29.6 149957.151963805
1

 24.4 40757582.0445014 712

 28.3
12.2 71.5214637693 1196216

 11.2 92496.014716212
280.7982671243 127693763.183986 189357.300954174
11.9 10996960.3309258 21412.6076953971
0.8891804515 133091

 18.8 -3440.0884214093
13.9 42.9 2177149

 38.7 96750.1631163369
170.4861981588 36531948.8167909 789

 18.9
16.6 0.5519949901 68109260.5915657 61

 31.5
10.6 69.8400564999 70294248.0898571 70066.7842719744
13.4 7.601249417 22223365.8966294 12997.1284161181
1

 15.7 65628898.8444393 871

44.5
2

 17.7 97104597.6331936 1454

 18.2
1

 26.7 116492443.341488 121499.067714038
10.5 145.3721254654 373500712.023998 2330

 16.2
135.8864963881 134981793.085197 1354

 33.3
103.165387348 33248676.2364865 58567.1628367457
18.4 0.1274749529 2664

 27.8 184.290205493
97.16116554 13105605.5698198 35684.1128833437
24.6 16.3 6868768.17528738 10595.93453603
1

 38.2 76023864.6524542 1025

 11.5
18.5 0.2088822222 36220

42.7 869.8162694882
126.7208673107 17860483.3815626 47574.1100253134
27.9 20.6 24951688.4760019 -22692.8599032358
16.9 5.5556203396 10968241.056617 -7806.1119069648
157.6791618121 2300429

39.9 1904

54.6
47.0189474599 3088513

 28.5 120506.698531062
34.3 72.9822279817 1614890

31.9 108562.559605926
24.5 101005846.905638 49819.0406870103
89702995.0855079 129348.065290924
55.6073910759 11772903.6285337 25586.3333866056
18.6 0.0246604142 2085616.91247284 226.7866329551
11.8 80.228500116 54585004.39927 66176.0759774728
11.853998718 2116540.47972976 5008.9388230759
0.3102894915 14621702.5490059 -2130.014236881
209.0058999296 354801168.842886 2723

 15.1
51.2231692679 1219294

41.2 790

 29.1
60.1716128839 142734787.649658 92674.6048684335
2

 23.7 628241

 15.5 118551.960600027
107.2682018867 89286747.759009 97865.3610038788
11.1 30.8 99719

 12.3 -175

48.1
36.8 98.862526211 703725949.602128 263765.284178773
12.4 420051850.327509 247110.967558711
17016998.7462722 295

 23.9
45.6575401905 27679873.0600342 35549.8933431141
3.7751077581 260269.869291729 -991.2349886666
93.2583510013 54910567.7257689 71560.2473350373
20.7 26740963.0879932 23565.1937469662
10.1 301.2667107404 5480827

 17.4 406348.46805576
203.2630853909 67817967.4694781 117409.068273217
4.6528058009 281898508.576965 -36216.2810899427
2.6993295661 1170175871.98796 56202.2270802941
28.9 180.7132717842 711013344.978021 358454.38740959
13.1 34.3048747665 1251788.37534951 -6553.0484089838
21.1 145.0329735549 497951793.62667 268736.728633573
22.7 2

 20.3 587036372.221264 3596

 27.6
16.4 0.0660676835 112695920.658978 -27

28.6
2

 23.2 336202789.723905 273991.693374176
23.8 58458769.7363312 92078.4948031931
267.0924609734 12261786

 27.5 572278.836959138
1

35.5 2216178

 11.3 1733

 26.8
20.2 162.3831226695 451810457.297686 270862.313566782
18.7 649884559.2806 217784.349913473
21.6 4292494.00473752 -9648.6038609876
18.3 126.4042317096 445076383.248291 237190.932112915
14.7 4.2313985316 68257892.5943616 -16994.8917764902
0.2948095288 1330997139.36137 19808.8525540436
12.7 23.5 205774247.817412 -69673.3776416665
14.2 52.4605224831 55813353.0152998 54110.9754182909
29.5 188.8690499762 482805411.520426 301971.851994865
56.8963006751 60588063.7792016 58713.1730883748
25774238.2715906 50478.7708516557
21.2 135.5586026323 320260856.253883 208360.538854139
1

 11.4 35798281.5024076 63164.5063285134
79.9765989044 2230492

51.3 133561.673057308
17.6 55.3977079445 2367854

 19.4 114531.085359265
6.5384348783 63014487.5617428 20298.1802955842
175.7490126975 218689868.767086 1960

47.2
6.9852568727 12328290.270348 -9279.8854701822
29.9 48.2047442912 19428996.0637621 30603.4277016091
1.8035513741 25403278.4620224 -6768.7604313501
1.5801403769 441981

 17.9 8356.9869436113
31.8 343376

48.5 33066.8273909535
57.1087983452 134030784.431267 87489.0681178897
25.9 31.8430387926 183597987.570441 76461.2178848946
0.4134022595 18166063.370379 -2740.418151139
32.0020602278 649985

 28.8 45607.9689877246
42.8103733685 61446

 15.4 16218.9174189129
17.2 1736685.10383662 -5478.2817112516
261.0498235083 43483031.9792638 106542.18799984
61.5120788671 7891.3887076974 696.7178227654
1

 22.2 11636056.9680802 377

 17.3
19.8 33792904.8885524 25909.4944304083
18.9837657264 15659166.7984623 172

41.5
12.8 54334095.7378844 -4739.3921492746
12.5 49193860.2066636 24849.7571206831
0.0032531448 38889772.7571451 355.6881551676
105.2067946174 166079060.690975 132184.135312671
66.5372419612 67752102.1373874 67141.9244086628
13.8 25.5 79088410.5984001 44973.066285022
11.7 2718596

 34.9 208691.322824321
2.4243621849 594004

 15.6 12000.3383881595
264.2912307777 1491614

 36.2 198549.891883034
18055416.0410842 87

 40.6
14.1153221104 9760416.39057163 11737.6071362172
85713647.1516775 255

 25.1
13.373914841 21754449.2454955 17057.0264589885
20.9 0.1962167982 9604833.06500468 -1372.8181200736
28.6978384198 63714

 16.5 13522.0517463445
58.6302056146 369684

 24.8 46556.0559712595
73.2228710386 49592109.1734234 60260.074796982
101.1439800787 112088094.738816 106475.518413012
140.5893109268 190113535.744408 163486.791479182
63810804.2128767 30011.8319265255
25.2 41.5117806379 18842835.3762815 27967.8323925069
33.1 26308349.1010407 295

 28.7
21.6879875344 143428564.307316 55773.4427373368
2.0821441048 16009333.4514601 -5773.5378466966
0.1176240675 9149617.63412553 10

37.4
22.6293948037 265654

32.4 24518.5574313402
63906698.2110128 612

 11.6
12.6525075717 17928166.045744 15061.0841787772
37.9 62333654.2417676 486

 10.8
13.7 1.8415476462 14056249.5297453 5087.7552256861
139102363.697189 41952.2789597661
10.3 117.8752382334 157556884.128378 136279.328043333
20359646.6260485 9281.6905161491
85.692721924 79408888.5928083 82490.992286886
133.5650891188 165744163.361681 148787.210304905
183.7932345055 98072706.9513048 134257.588341561
426.7131506285 339929108.966838 380857.218754734
452413

 15.9 79752.4007988458
11.9511003023 48597162.5288133 24099.5760085383
49.8017619985 69758685.4331314 58941.5426441397
14.6 49798898.8866884 5242.9707895242
79747873.9202392 80880.8426752053
0.7345112996 108600711.457052 89

 31.3
24961679.8090246 12775.3793636173
147.7935327348 89608308.4203945 115080.530342183
246652255.148882 205062.929969397
68114757.4638863 58242.8960458172
10.7 1026405

34.8 78587.8268628414
44.3161329212 168251160.66488 86349.5269249728
11.269693033 49973115.1650357 237

 31.4
9.345471225 23291883.1951693 14753.7664403492
2

 14.8 263126242.988583 237754.227142432
64.9158346919 84404028.5070674 740

 21.3
220.7315290069 113447348.052268 158244.767993627
18.1 154384762.834498 52894.3854524659
12653433.5893911 -1931.4121244227
74.9442783079 38852364.7580771 53960.7490436423
28.1 17916879.3427307 31928.1091554769
870893

 31.7 71456.7381707008
138.2279036574 125040847.88731 131469.13810857
29.6258533312 99198283.1218546 54211.0116717854
1

 31.2 1174875

 30.6 124184.724688253
78.4470928466 299122784.654939 153183.918413013
1474200.31725693 312.0849243499
150.2349400041 36423234.8195868 73973.2552878175
15.658136649 155280670.823315 49309.2888075449
264067911.646241 143928.31543072
14.9 41811309.352361 152

40.9
27.6364311504 101549284.897251 52976.0306217728
33184.6378533945 -481.4594683188
11452582.9764679 13391.2698886248
2686703

39.6 266471.789739512
162.7419763508 58005992.3284405 97159.7130076065
30.7 738743348.471342 150656.829130621
28.2 1

30.9 82189336.8441287 103740.003097694
51.0219297525 91926551.0062908 68485.5461234786
21.8 14018782.8646319 -20379.3622331521
17.1 78.1980061737 63486370.5030289 70459.2619358429
165.3033836201 87517.4530133827 -3803.541916284
100.8611189417 1378550276.22872 372883.525216361
44637985.9522367 35123.1351884079
26.5 149.8901590162 459494957.353604 262438.130280047
17.5 87.5541291933 19089.9848555691 1292.8290684939
123072

 32.2 29317.8750455059
64.6892643284 21549709.9189966 -37336.7765233042
318.8737470871 145402

38.8 68091.8529889666
50101.4306461878 1218.3175431754
6238

 36.9 -6600.6671725749
1392007.06096616 -9505.9613011863
44892231.2796676 -2967.9302356369
7.5238496034 3620775.28557008 5219.4030976952
24.9 48.4003547292 89696686.9699441 -65888.9328140796
131.2636818494 3503760.60927309 -21445.6643145446
205.7206063601 2204568572.61393 673442.784147705
67.9464497898 703

 13.2 -2185.7579150413
15.5469623713 2243505.15975461 5905.9030044987
811500.974293284 -11762.2156037647
0.0590313368 88551233.7711246 -2286.3284338347
1

 21.9 171055885.424122 144429.082842956
22.5 300808560.082401 -146677.430204575
12.5525914487 4736209

 21.4 77104.9280433279
26.1 201663671.772678 190901.288434755
953502357.620457 81611.6345670917
30.3 186.1304572455 854090892.439966 398713.341059792
1

24.1 3821373.96839083 21782.6385124203
3.4485839929 107512707.915579 -19255.3006612373
133745373.620457 74511.8018240064
3.8299912623 849129895.746894 -570

 27.7
7.0598421476 86710242.9205499 -247

41.8
32.9816315232 248057254.92055 90450.721271039
18.861333294 688843775.514523 113984.700892038
14.5 689370

43.9 -46969.4308258844
76.4394134431 95606027.731982 85487.2427994648
71.2836352511 2146082848.41915 3911

27.3
29.4 5.4894786807 232496426.097934 35725.1196556307
2585908969.15851 332721.698220398
34.2 40.2 608699367.692218 156492.543079053
409813.162239849 -4124.5695646219
69.6050425204 1640534.4256757 10685.9472418395
46582897.9075023 -47386.8830160034
615130944.39927 172198.228447179
551537403.990137 188887.6621533
460068

30.1 -43797.0023698419
15.3 14.8767293797 20801202.1112924 -17591.3005369743
1.3387331076 21791778.5775862 5401.2383260279
17.1641478326 84036941.8466139 -37979.2376603026
2

29.7 1195013.02151291 16569.1645453502
16.1 25108452.2510873 37295.4515288846
26.9 10.5168132567 1021942377.95876 103670.522078741
34.1 8.6610350647 58412903.7353992 22492.5811654173
25.5736166118 31676258.279357 28461.8426130737
258528886.356089 31240.5890560654
480549

 32.5 -39811.1803133007
191.6276427068 581814608.187714 333903.821271038
109.0554898643 15609085.2551258 41258.410522361
75119775.3352749 -142

 39.8
74548831.3455266 -2961.2052900014
254.1780900507 732775885.103837 431573.371410832
24.3 356607.842264702 -6952.787986492
8178647.58286738 207

 13.6
273.6696464347 433007551.158823 344239.776070666
14.4 168640520.660221 61775.6660986293
387978368.575412 170519.086415499
106836338.150124 -66

45.7
16943.3206741464 -1749.8236808071
6944102.54248216 -8545.7492166875
34.5 4.1737004887 36106079.8944548 12275.8284161166
11513578.973672 2908.0670305944
405.7389847385 3833446605.92863 1247148.24056274
42.6 94.9253407497 1285282261.8317 349293.367620834
244.7023118587 12667074

 28.4 556746.114654075
208.5991990908 239099219.498058 223329.142053891
13.2711841793 771176.421637177 -3199.1286823603
245982632.900047 133986.419438172
297.3197955493 485093290.203246 379773.403315151
2

 38.4 2769173

 39.1 256983.786726149
43.6 7197595.52788136 46260.0003328613
263.8338682427 9921451.0062908 51162.6308702952
135936163.739127 -10994.1702480624
19.9 87.290969827 15024666.8236254 -36214.8828296106
36.5 223.2921627441 839425080.361681 432939.997754417
89.1695625577 31182915.6263591 -52731.0814005951
0.0204386062 4679289.35577821 -309.2541871753
19.5 13541174.5042715 9725.6661607581
36.4 211.4977918214 47016165.491224 99718.6802023855
3166205

 10.2 274789.523818414
0.0018458755 71287060.7381951 -362.7492788178
24.4328896779 14108786.860904 -18566.5945413223
7366699.85127371 -14773.1096702445
66.3078570591 1763141.77360984 10812.4998358128
217.3549772828 220.0323858583 218.689584182
743015

 29.3 23643.8899569673
18.0027405633 12525699.5949829 -15016.5548706171
14.7683696406 267116.855001578 1986.1723117371
29.7792456891 115713.255436495 1856.3010163038
43009547.9904474 7588.0370212751
855964

 22.9 153052.745129381
270.371053704 482673583.519494 361249.17352329
22.4 11683862.2992389 -16212.2395242363
378.0288356239 998170314.509242 614277.756188713
23.5908020731 39742515.4026872 30619.5658811695
19.7 7012785.87177697 -11765.7075577872
1

 33.2 13733201.8456819 42776.3012648277
1.5449586434 14877733.4961945 -4794.3177783524
42.5 3

40.1 584422574.204489 445855.575356157
19.6 144484402.960314 82422.7186615369
43.7 232.3479409361 27427913.0674899 -79829.9387786629
280.326831896 310211903.499301 294891.030932424
5.9680714114 71185778.740059 -20611.6911241113
48.3 784270698.727633 460482.459171006
293.8812028187 389582070.826111 338364.962091169
14.3 23.4 9555310.40082326 -14970.4070607384
92926389.6891116 26441.7128833418
4584594.0292793 -5659.0252651498
1533100985.52477 295343.485856311
30.7244460619 420202174.395853 1136

 24.2
81.7751916351 761806009.268795 249593.334038978
33.8 140.2557880936 981934460.429093 371109.137052336
37.7360024459 324894622.293958 1107

 25.8
26.2 83.5937843657 414400669.685073 186121.788683278
32.8 152.3487517469 971433844.376903 384703.43590291
175213760.806539 36308.1531442919
6.466664142 62028753.1411153 20027.9583011738
74.7008207124 512516781.727322 195666.614995797
31728813.1109817 -2011.126290314
46455586.1451538 6427.0832468092
19229685.3321684 -49302.2677006884
24.5722093424 44860973.4418298 -33201.4040473815
2630343.86494255 67

 19.1
4744409.35111838 5787.4675897741
23.6 45966142.1339702 64021.7212089092
26.4500751393 77948300.7705033 45406.3697332954
112979180.725769 82450.8309634939
27.4 3963417.97957443 10437.8676208391
24326266.4955732 -7116.9370079267
20.1 91.0681552884 325796488.968391 1722

48.9
300080560.075878 85626.1363067642
25869089.7810656 10971.046030284
28102366.3809413 70807.8737718186
120.0566455027 126881447.195169 123421.881879928
34.1402242539 57120847.0423268 44160.1463720033
27.4886678699 2709.7391958626
47994876.8466139 62648.1464341345
108080278.131485 88960.3747037858
12.9 37.9090965745 21290532.5943616 28409.5909200012
19.8651729957 33618734.8932122 25842.6388852079
27291915.7381951 36867.1329516882
18.1223584571 34400178.2057316 24968.2270181685
140071166.351118 165183.849167905
355.5878197804 35822218.1684529 112862.50244532
513.3412960153 2547747.53191987 36164.402662778
8463249.79069589 -4779.6548395517
36170198.8261106 14175.6090622816
563375

 36.3 29595.2286335752
79106197.9314228 103679.622296206
22.4957042166 38227429.9485089 29324.9545111771
42904681.3262659 50809.8797053386
5575107.29426843 8634.8717525576
28967716.3557782 46593.6111126077
7106668.18926688 7845.4510629017
49883616.8885524 38442.7459681512
11942785.1013514 42309.6437935633
102721600.212566 29970.0557538012
59508364.964663 868

 38.6
114130046.708993 99962.7773443574
20.8 20.6385187553 24441489.5636067 22459.6558469959
13824762.2060423 -4993.3624816765
26.3 112802103.993865 89671.3111126055
2131113.81461637 -13075.7816180549
92003269.6742001 77146.7681178868
207499227.836052 59678.7015754816
73099652.6838304 95270.4838059888
31732564.9444703 66229.343420778
69552822.6185928 41223.4938090954
5.0308859501 18955866.0469867 9765.4902676234
45.4675588298 173418175.452081 88796.9655705113
5751202.61610751 -1781.7505525061
8607378.93918922 20956.2659743649
2401983.84257536 -3188.0638174958
73327820.7009164 55292.6774064882
106.9768971337 386233864.133038 203268.542457743
0.7105877208 3884184.64002799 1661.3409976642
82334454.1799472 77517.4296898037
104.918304403 84122529.5437248 93946.7570585516
348114750.490603 220964.043855692
12617886.9242777 -1573.4806550222
39289911.4138708 22922.9127590819
38182098.7748525 42370.7693605109
119831.253572562 1508.2600719111
247838.182432457 2560.3395375836
2.3807368354 8897295.621078 4602.403656875
9747923.72452627 2675.8101806409
79123987.2644455 50320.2802645187
91.336943732 34552841.5350264 56177.8510007718
422.5917433592 115867280.68383 221279.362215435
104002600.192995 93384.9814139442
33468151.5639174 62809.7630852701
177100.825178652 -1791.5034571353
22570418.8369836 -54430.4719566698
171972628.768329 -46646.3823636297
129136711.558015 -57467.3189899109
122.2580527721 99065523.6024387 110052.523880549
37996948.7795123 66924.5798606662
149124.574479676 -132.4410775141
26.5950238811 3176117.47413795 9190.6974748315
33133452.9062597 25079.826707513
103982204.859972 95415.2576798653
4.5922932194 302580232.098245 37276.4959215514
25.4 1.0877731821 47130511.2284095 -7160.1191452362
142.9707181961 80159190.5797608 107053.337394062
42208845.379388 -45848.3900678848
128.9822745801 173901360.597779 149767.129379151
64189475.8500311 51619.9519638019
398.2832997432 159470589.438102 252020.778058865
33.1434674971 26079748.2809102 -29400.226010724
44220285.4269183 -5699.1489992299
80338353.9099876 105380.274455261
11.1754059873 14128829.19548 12565.6437314322
142.6343808242 8566354.27034796 34955.0659743649
270.8340453163 28795743.0274154 88311.1973195043
1125725530.45084 253080.260506824
68494932.1234079 -34287.8570452049
296844178.675443 216347.270106086
102492004.506135 32831.2240358736
322.4551543564 108121866.79753 186720.253983065
911788360.074946 360627.74183643
28155403.0460547 63976.6424888115
96865.9424266807
121.9470462483 720376661.699053 296391.305676132
87107997.1283784 114396.961159207
529406418.508931 109130.060941743
15068631.2336906 -37098.8237429388
113745776.714585 116858.617108259
302316.865253209 -5419.7286823605
265326096.421327 43050.7948653229
59894698.2902299 55389.4960147515
338149197.073703 151578.486073772
111.4510164254 86511698.4716527 98192.7529268363
77812978.6207673 73718.8091554786
9.9668784943 25181995.1355235 15842.5340700478
19.2 386705676.136766 834

37.1
140355354.347391 100191.917791701
133660571.102905 189106.420836125
225775672.028969 30697.231677998
61829387.585042 75934.8848000886
238.9199726229 180933880.515766 207915.169671167
124.4794600414 145954584.274697 134790.013877442
35.4 29508433.0069121 32359.6133493272
241.5837191281 2195000598.58225 728200.802041461
15.8 1015728.34086675 -5399.0006301704
34.6 1922106363.64748 387691.740034627
12062885.6154862 342

35.1
41.4 258464575.022134 114836.237269796
156684.150745598 -4297.5785736311
115.713830964 42917782.6592886 70471.136275702
28.5472606006 25632282.9339081 27050.5353126684
26500189.6269805 -56404.9986419759
63205147.5580149 59284.6806373051
3035144.15323084 11771.8824391061
1094937080.30732 345555.928416113
35.4862820358 3674250.62325259 -11418.6467625098
40.4119111132 168242521.390572 -82456.0599343038
214.8287144682 272750724.897251 242063.395828359
192.0174563135 16721282.7574557 56663.7289752978
277083772.532231 35671.4161452235
6621185.89507613 14813.813131868
5332249.97708918 25070.7047441699
53.9191152138 837166720.349565 212460.087658114
128501120.88265 84372.1966360599
34682282.1982759 53927.3117960498
76.6856855773 50436038.9006679 -62191.0139883571
42390952.7170705 -46598.2719256045
93763713.6863156 131275.040345289
336.9807834338 125779959.877058 205877.219282848
193548377.03922 206693.563520189
199944308.968391 204424.901202699
118849973.414492 11370.2160830932
30.8806529585 8426442.26289223 -161

 31.1
53102795.7639795 718

 29.8
42.9947256518 13199898.8991147 238

 22.8
19.7399260246 314098826.866807 78741.905023757
3042116.81927619 -17342.1842275605
13743083.5427928 21713.0090001502
29118613.0180957 13798.193902294
120837

 33.6 -2930.2820219064
31134541.7611836 -27101.4540629142
38080.4205254686
37077948.8028115 34446.6362757019
186490883.785415 186502.762401829
36.6876893051 3801850.63350422 -11810.2123108167
53599479.0867506 83878.8708205918
14540238.8431967 42162.3207118619
61.7330201532 93145015.02959 75829.5660675633
112830421.39461 122760.764452155
145270795.10539 10160.1005503189
34941889.5247748 32257.450503723
8.1626566863 48620406.8605934 -19921.6387165335
248.284194431 7760868.22654554 -43896.4795366634
1950.6807238513 -90.2305773589
167128878.710547 -27885.8067190195
96.8839334803 688214019.510795 258218.669515834
921280.325955291 -4565.9627923326
497594820.290851 87955.0336661919
238306.542792816 1687.6093729363
711970

 33.9 -56170.9642213488
40388141.3868438 44848.6410597964
150745195.175287 -19117.0330004734
10388802.3598167 43696.5855456612
14297220.186471 13071.6300625919
7473845.54372479 -3709.9114099159
363.1706343191 132944739.779202 219730.802289993
2.1229549156 1442800.98796212 1750.1432654496
272684668.231205 238731.448453398
1.3063659128 5054252.66270583 -2569.5726090454
583600918.865875 133905.992970324
12968400.242389 24693.3296587398
99.1425728093 50497602.4868748 70756.3582390447
99224838.2666201 89222.5304975104
3196348.58317803 -16192.4728886359
47722764.5483846 39770.5656947763
167137489.344905 176560.439941438
25574933.1234079 35182.8912306567
112003413.406726 127601.623290303
203523506.929248 294696.720152683
63046244.2277881 83824.6264589889
155405307.488428 165264.42254473
126453769.867738 149077.58116542
152.6963472735 1024582

54.8 125079.97948788
22897818.5412395 16063.9779035365
8140559.14142593 25555.9161452262
106609063.486875 98677.9916345096
3.0871767236 13765335.5418608 6518.8974127007
226.7143435456 172007592.620146 197475.538854143
672126.94913019 -3162.1275640008
138937294.36603 107935.512168837
17223882.0718391 56678.9748901782
14312348.8525163 10052.0109262142
21847832.5757223 47475.6791461584
9754169.05754895 31409.7991213058
224785056.018717 -50331.4869613311
69408335.4396552 54627.7616251897
390.3404852045 92374521.7086828 189888.166098629
40147006.0594129 54218.8071362177
7076485.8680491 17974.8418053691
242.0213798923 77530957.2924045 136982.295455572
192547997.050404 124289.327794808
2598007.19516933 -1381.3998845974
34232252.5120379 -81075.2123108173
89494750.4222585 81897.0053344163
85621090.4865642 109715.131646936
7372129.18429639 17531.9288510354
9929850.38218393 26964.6463720047
22.1 59.9534861365 40983472.0165424 49569.1640172348
63.0906715978 483508798.192063 174656.505179084
1395.548164608 1077491556.49713 1226250.93845029
171998857.435306 84498.3954866343
355995140.55584 123451.548732983
194.4062354375 211901401.216605 202965.400239663
680652

47.4 -32530.106687951
113.2726753256 5677895.43468471 25360.4102117057
11814113.6266698 -29707.305227871
18208710.0354924 -12558.115945485
14.00977691 4193621.99728179 7664.966316086
43.1 178.0346790535 406580180.95845 269045.297350566
24165418.8882417 46420.0369591425
6823413.88296057 -22838.0768650255
119.7484535176 80565586.8161696 98222.2196245659
9.878220526 21262856.5952936 -14492.7287444909
31485189.6179714 -322

 24.7
133.2400099016 733021.095138265 -9882.698921565
1832865.11502022 -1160.2845071509
12779434.4716527 34829.4727466543
3779783.42381176 -83.5284959669
17574260.0587916 53898.8372076681
12632099.5903231 -11526.0328140778
58.4148934058 11711223.6313296 -26155.4942617324
297934.19734392 5645.53593398
128.6628244403 2502197.18584967 17942.6797674685
3287572.79784097 -6423.9830470697
229600.545588716 -1218.5030222175
14365362.1836751 16134.8765987833
36.5174097152 46856304.5679559 -41365.0924288646
13978875.8559335 28201.8851107425
30683.3066946496 307.7739271457
14143868.5294346 39274.2474282324
200.0234208988 8827830.43810192 -42021.0999777934
35786316.1693849 -33757.1481915239
19370266.6605312 -32317.6057249196
9139535.75528116 -1641.469533556
8203449.80467539 -333

47.3
13098366.2367972 11425.8402210262
3481334.60740916 16126.3310256232
453153.151988218 -6424.0035503317
69858947.4312675 77371.8511871655
5286166.6468624 5419.2190343221
11257142.3188102 7237.2161141607
65709935.5095527 -8454.4370389918
84379536.8814073 95927.3252474302
176539.897250723 -1866.7845382162
7272910.86556387 32477.8676829701
29334859.6785493 1392.1516531483
46.8261515605 3864.6751320526 -425.4031775452
128032993.179326 111534.007571136
16.4595439184 13438335.166589 -14872.4197044175
511249791.051957 89153.6946167976
622258.272833203 -10694.2442772658
48341893.5210469 50359.1202458772
9.2596277954 345939.845060601 -1789.7693160975
8885368.28712336 19205.4018240076
279664.858729444 1662.104433514
14400761.2066636 53670.1921004909
4954334.71924513 92

 21.5
2134034.48159369 4591.3465583974
0.9159185689 29693415.6682976 5215.0504105263
158680213.941053 6839.6227311204
10746375.676064 -19809.8410775137
203799421.795977 12034.0087516234
8774430.44089781 -7236.4651222482
2872460.55428707 5665.7667510038
200359311.091721 150649.378338452
44.1289660992 68373607.2632029 54929.5603204343
35162925.2032464 14486.3676829696
172.7374935922 18105734

 30.5 559244.057959448
227370.175908692 2166.2372076675
15078982.1547841 -211

 35.9
34255659.8459926 38294.8767851753
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92720847.703091 61212.9615009276
314536131.184918 330885.646216679
25171959.8025008 -3727.5723605206
27637799.7279435 23431.3822216477
3968727.4089003 -9050.3400523508
196901697.001942 176202.424905712
3360499.45829452 287.8737718181
-29878.4311054726
17431.6977233552
3445354.11781611 -18641.412807865
223557324.672647 141189.620183745
9289288.97460394 22075.3471797081
624363.115641527 -4695.9308569487
521338285.120923 238442.450224129
37611646.5996428 45646.4567478966
107693.25916436 478.1505347878
173470854.786036 123054.618568337
804907.749068056 -3986.0782008443
343169455.782619 284225.846900116
177791115.50334 72575.5710380478
26263918.286502 56080.8665956755
256880.185228357 4583.2768162416
25470528.2622709 49171.1152443242
31886728.4486642 68004.6104602297
11271.328129878 -726.4935782908
191347282.325023 101573.993529505
13076660.2377291 -5941.2301424407
3414488.60181736 12275.0907025415
116809264.718624 78280.7451293808
35519615.212566 30055.2236630877
97887941.1013514 115193.543700366
45713372.594051 -46266.4166910578
7895164.23400127 6021.3710380493
241362122.187403 121846.977375419
418393.562053458 1062.7239116128
103795.200954171
133976770.29023 82678.6149026023
35674739.8832712 76708.8834021371
9448452.31601432 26567.0311188197
-8660.7013446776
30468561.7425443 26180.3696090336
118436064.741923 84265.3841477095
176912171.493088 92347.2034704802
3080.1185372729
1382584.39305688 2284.6017308112
48179792.538133 -9321.7343362893
17697448.0013203 14063.2914481143
9059097.6294657 12770.6140948992
67220870.5747903 30687.9357475856
12872549.1423579 29574.3810411557
362020392.605235 213917.997350566
226.2907554748 1291096657.85687 540521.265166656
20530.13879201
359020393.914026 241451.553454947
66827902.5673346 73924.72210981
107430.652398719
288190.194548021 2975.6485155271
289913058.65059 102892.535902912
-5631.815976551
189195444.300792 96874.7923179484
20161595.2995496 -10071.2802822355
669351768.065005 381427.500767776
83737753.537201 60788.6542626523
-25694.8548706172
17362501.3222274 19346.4564372414
215526871.921793 110736.993405242
22314602.8285959 6816.3200284187
15908.3887764772
4533350.03300717 -4349.8097945068
-11799.2553055351
216938535.936704 108153.288962869
2065447.58131409 -9834.4782008442
816749723.572616 341315.96960903
229.3093482054 1299806802.56112 545946.747117572
61212370.4582945 45714.3747037833
7788751.56143215 5422.4880309042
153136503.872088 116855.102849169
75791536.7322927 69150.1189721895
60499874.2781143 -129451.742537594
-17558.3795677282
358262880.57448 216590.510646621
2499034.51887235 10501.4194071082
37722118.6024387 58611.2937469647
979770.335274956 8852.0449119234
8989002.42971422 -23814.3276261313
11237020.3197422 -26290.9201082686
40502615.3840479 -46731.8433763639
1115487.69967383 -13986.7747215028
37783561.9373253 75255.458984616
58903069.0786735 84752.907260478
5289234.07556697 26316.91101941
43628224.6425132 -68977.5138019618
1645661.75963035 13781.4335419327
1547950.30793727 -10006.7860293624
143767.243320931 -4376.7052589369
29396278.3787667 65837.1269871014
227039606.042016 158859.620805056
318.3713519333 648457744.605235 454368.098375729
156295840.578208 99301.6090001479
20401.4054830936 1248.787999839
10228269.0342498 -26682.1869613286
891.4426194077 1031062793.38591 958714.408627368
684.1905504421 911083907.984234 789528.340531685
903974368.687558 651144.060941751
792994977.946334 638025.916176295
809867241.187092 488257.797195245
583.5624050554 817569171.145154 690726.162681421
333.3193761644 826744584.428782 524947.606079992
903373145.357331 518680.357928392
627.8550704794 886262814.112846 745952.144321682
915919774.626048 682669.903998601
371416402.040774 182257.579177226
540.8897396313 748469274.862147 636269.872933052
555552749.372243 319541.604091796
689.4319577115 777749831.364166 732260.601730815
482.1114451299 787372944.644066 616118.095983689
306325832.590634 90259.3088448243
800616447.904396 505267.816828672
757469649.477866 532747.577499687
560560860.672647 257053.000363931
942684433.823004 843017.958860359
615693232.319432 400907.233200215
414.4089288205 859027241.589391 596647.767962564
927.6310630237 949759387.120612 938630.017574245
880140768.81151 722604.253020036
526480666.233069 377609.439257997
559330376.014057 325356.200301799
625108330.260718 341455.496791393
559.6553687087 931480563.879854 722016.688465826
1044916389.98579 839065.522047685
855396748.941985 414053.199338768
447.6201869752 912895857.974915 639242.219065391
123169299.913405 50574.7481738077
559898124.010329 361014.534504968
648.0606995568 835508651.048229 735839.874486329
542105842.794734 380843.600892045
695543911.834809 452485.376412393
607.9694414021 887871132.104458 734709.817698507
598.1466268634 923926938.585042 743400.149167908
797676454.587216 524109.467496581
784681472.658978 584250.775076575
732.0832158662 816694.09039189
1073.0234302185 1047957164.63785 1060416.23503308
1236.0172046826 1065772187.88607 1147742.46261929
394.3018924738 676840919.945713 516603.964017239
925447371.910609 555400.342706274
744862352.88265 465523.476163869
460.4044087832 804696135.882029 608675.322886454
1403.0295718774 1085120451.12776 1233878.47131764
637.9178850181 891510107.418841 754128.796822459
880971645.473827 616093.052088069
919919000.605545 723587.884862223
857093925.599643 707225.418506211
622.8536632101 905117244.014989 750836.594119756
827607404.424122 746736.343762502
861.835583061 1026380038.07526 940516.26171839
490.9342596686 862254274.905638 650622.904682042
849265868.974604 663189.34251988
790012809.296132 434453.49436828
848042338.981128 686008.377965671
821.2257321756 905237588.681034 862209.024284404
651380983.43251 442989.171783626
827549869.0911 568353.954355854
406.3061142818 910540673.98703 608241.928136531
783449421.332479 508218.470696332
505492776.376592 210375.806235319
737.5046231355 846877892.320674 790301.436679557
964.5395066397 944220217.148571 954325.784209846
871853562.188335 515456.81900326
358010542.149814 224348.959046751
451229638.095449 262490.223663091
273709445.554908 128333.700954175
1026123756.74317 885942.450503726
578.740997786 754445236.161618 660778.623103912
723780368.336828 553049.371814692
705.2761795195 1077622861.16317 871792.254200527
443.3987797059 884596468.788211 626281.881258619
527.0255178233 841937919.013747 666125.189242465
869610941.533473 620954.451062906
SUM 279175.248126747 476875677564.749 243852830.928518
X bar Y bar b1 b0
76.8570363467 44839.1665113389 0.6683235429 873.4758276916 -22293.596925511

Names:

Correlation and simple regression

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8.
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Question #1:

The Excel file Homework 4 Data.xlsx has a tab labeled “Education income” which provides data on the median income of households in each county in the US and the percentage of the population in each county having a high-school education for the same counties. Plot the data with the high school education on the x-axis and the median income on the y-axis:

Determine the linear regression model of median income versus education using income as the dependent (y) variable. Use the long, SSxx, SSyy, etc. method of calculating the model. Write out the linear equation.

Determine the correlation coefficient for this relation. Based on the correlation coefficient, do you believe the linear model implies a relation between income and education?

Is it reasonable to expect that income and education are related?

Question #2:

The tab “Education income” also contains the percentage of the population for each county who have a bachelor’s degree. Use the regression tool to calculate a linear model of the income versus a bachelor’s degree (again use income as the dependent variable). Paste the regression report below and write out the linear equation:

What does the p-value or t-statistic for the relation between income and education imply?

What is the correlation coefficient? What does it imply about the relation between these two variables? (Note the R2 value is not the correlation coefficient.)

What do the two models imply about the relative value of a high school or a college education?

Education income

.7

0

.1

3

4

.7

.

3

.2

7

.4

3

.5

5

.9

.2

5

.2

1

4

.2

9

65 9.6

8

2

66 7.8

96

.9

4

35

.1

9.2

63

8

9

.8

14

084

5

455

9.2

9.7

1

.5

67 10.4

9

.9

.6

460

7.8

36

65.6

.9

11

70

47

.9

12.1

9

8

13.9

451

.5

18.4

63

10

.7

18.4

10

9.7

64.8

11.2

14.1

8

24

9.1

8.6

8.3

29

11

71

.9

27

5

36

12.4

17

72

88.5

9.1

14.2

13.9

11.8

12.2

8.7

82.5

9.9

11.9

21.1

11.8

12.2

10.1

77.5

20.3

12.7

11.9

64.2

7.4

74.8 13.9

10

74.1

73.2

9.7

12.8

59

9.9

9.6

65 11.1

73.1

11

72.2 10.5

18

11

69.2 11

73.3 11.2

73.3 11.7

66

74.8

13.1

9.5

8.5

7.3

65 7.6

9.9

9.4

10.1

76 10.4

74.3

11.3

63.8 8.4

69.8 8.8

11.8

12.7

11.1

12.4

10.1

62 6.3

10.9

19

9

84.4

69.2 10.6

65.1 9.6

16.4

8.4

68 8.4

76.6

9.2

10.3

68 9.8

74.5

11.5

79.5

72.9

60.6 8

10.9

84 16.6

82.3

64 10.6

35

71.6 11

10.7

23

59 10.3

82.3 17.1

68.5

68.8 10.4

77.3 12.1

10.7

65.4 12

20.2

20.2

63.8 11

12.4

80.4

90.3

79.5

88 17.5

75 16.6

83.3

17.1

29.5

45

71.2

26.7

39

83.4

83.3 16.6

83.8

83.8

84.9

70.4 14.1

73

11.3

81 15.5

11.5

84.3

71.8 10.3

78.8

82.6 27

37

29

78.5 14

77.2 11.5

88.5

84.1 14.2

72.1

68.2 12.8

77.5 11.9

90.3 26.7

80.1 17.6

76 13.5

97

13.5

85.4 23.8

34.5

94.1

34.9

16.1

91.8

16.1

77

79.5

92.3

82.3 14.6

85 22

31.2

79.6 12.5

21

18.7

13.5

75.7 15.4

93.4 36.8

30.3

19.9

72 11.9

18.3

19.5

18.8

70

13.4

93.3

94

79.6 21.6

79.5 15.5

84.4

82.4

83

86

79.6 19

29.5

16.6

77.8

88.1

8.2

81 17.7

74.2 8.4

86.3

82 24.5

69.1 7.7

17.6

78.3 13.2

81.8

74.7 10.9

63.5 8.4

6.8

82.1 21 45356
85.9 21.2

68.3 12.4

70.7

72.4 9.4

69.8 9.8

72.6 10.1

7.3

58 8.4

8.2

78.5 12.7

74.5

80.8

65.2 8.8

81.6

69.1 12.8

73.2

68.2 7.2

79.8 16.6

82.3 21.1

89.1

10.6

65.6 7.4

67.5

81.4

78.2 13.7

85.3

84.9

81

88

65.1 8.9

81.8 26.1

15.7

77.6 13.1

84

74.8 14.9

70.4 9.4

85.4 22.9

88.7 31

77.3 12.2

73.2 10.5

70 8.9

72.5 7.5

82 17.6

15.7

76 16.2

71.2 9.2

8.4

6.9

67.7 6.6

66 10.7

72.6 16.2

65.4 8.6

73.3 10.9

71.8 14.1

65.8 9.5

66 9.4

77.2

12.5

72.5 6.2

67.5 11.3

79

9.5

69.8 8.6

11.7

83.3 16

10.2

71.1

76 13.8

65.1 6.4

25

25

7.7

84.4 27

81

64.3 10.1

80.1 16.6

10.4

88.8 39.8

64.8 10

64.9

36738

87.9 32

64.6 8.1

81.6

67.3 6.8

65.9 12.8

67 10.9

79.5

69.7 12.1

85.1

66.3 11.6

68.5 9.6

81.1

68.4

8.4

78.9 13.6

9.8

10.1

65.7 9

10.4

71.5

85.7

67 10.3

84

66 12.9

6.5

23.8

65.9 10.6

10.6

70.1 17.6

87.3 34.1

70.9 15.8

18.7

62.2 9.8

63 9

79 21.1

71.1 13.5

66 7.3

19.5

84.3 19.8

67.7 9.9

11.7

69.7 11.5

63.3 9.4

9.1

62

62.4 7.8

77.9 15

71.3 11.3

67 8.8

70.3 14.4

81.3 17

86.8 14.5

71 10.1

74.3 5.8

77.7

72 17.6

11.7 41090

71.2 11.1

63.2 10

70.8 10.9

65.4 8.9

65.8 10.8 41026
69 11.3

65.3 9.1

77.7 17.1

71.4 13.5

74 18.7

7.2

78.9 20.3

74.7 14.5

39.8

72.1

80.8 15.2

73.4 16.8

70.2 15.6

69.8 10.1

75.3 14

63.3 8

73.4 12.9

14.4

6.1

17.6

62.4 9.5

78 18.7

82.4

70 13.7

10.2

67.9 8.6

67.8 12.5

71.1 14.1

63.2 9.3

69.9 19.3

64.8 7.9

8.4

66.3 7.9

63.6 8.5

63.6 8.3

10.7

73.5 16.8

67.9 15.6

67.3 12.7

17.4

8.5

73 18

67.7 10.5

63.2 5.4

74.2 12.5

66.7 11.5

66.8 10.2

73.5 13

70.3 11.4

57.1 8

68.3 10.5

70.1 11.6

9.1

67.9 7.1

76 15.4

63 12.8

68.2 7

65 12

70.4 9.6

68.3 8.6

27.9

39.5 10.2

83.3

83.4

31.2

80.8 14.9

24.9

85.5 11.7

79.8 11.4

14.4

86.3 19.9

85.6 16.9

26.1

80 14.7

82.6 13

88.4

76 14.9

86.6 15.9

76.9 13.9

64 12.6

80.1 13.4

17.4

87.2 17.3

13.6

80.4 12

79.4 11.4

72.6 12

14.4

84.4 15.2

75.1 14

87.3

91 41

82.5

84.2

77.4 13

88.5

73.7 10.1

85.5 18.9

86.4 15

67.6 10.2

74.5 10.6

74.7 14.3

77.9 10.2

87.3 28.1

81.3 16

88.9 26.3

76.6 12.7

17.6

67 6.9

15

80.8 14.5

63.3 9.2

84.1 15.7

9.4

83.3 13.1

80 12.6

91 38

81 10.5

80 13.6

9.7

77.4 13

82.9 20.8

77.7 28

79.3 10.3

80.2 10.1

87.5

13.4

79.3 13.8

90 41.7

81.4

82.3 9.8

83.4 15.1

72.2 9

86 13.9

76.7 11.3

78.3 11.4

7.7

78.9 10.1

86.9 15.2

74.3 10.5

85.7 15.6

68.1 9.6

82.4 10

84.5 15.7

80.3 11.8

85.2 32

82.6 11.2

77 13.7

82.5 12.6

83.6 15.2

11.7

80.2 27.7

79.8 15

81.8 14.6

86.6

81.4 13.3

81.3 9.7 39083
80.2 13.2

78.1 12.6

80.4 14.2

86.9 26.9

89.2 27.7

90.7 36.2

83.2 16.9

82.1 11.8

84.3 19.2

79.1 12.1

85 14.5

79.9 11.2

76.5 10.7

88.3

84.9 12.6

87.2

77.1 11.2

79.9 19.9

78.8 14.7

17

83.8

72.3 10.1

88.7 21

79.6 9.9

10.5

70.7 7.1

83.8 12.1

71.3 8.6

83.4 15.2

82.6 17.1

19.3

12.1

88.1

83.6 11.7

83.1 12.1

82.9 11.5

83.4 13.4

84.1 15.6

85 18.1

74.8 15.8

12.5

82.2 12.5

82.3 15.8

79.1 13.4

10

10.4

79.8 11.3

86.9 25.5

79.8 17.2

81.4 19.4

87.8 21.1

80 10.7

85.7 22.7

83.8 22

86.3 13

81.3 10.3

88.3 27.6

83.6 18.5

83.2 12.9

81.8 12

79.9 14.3

82.3 12.8

80.1 10.1

8.4

71.8 9.7

82 15.4

79.1 11.5

84.7 12.4

81.6 20.4

80.2 14.5

75.7 15.5

73.7 7.8

82.4 20.4

80.7 10.1

76.1 12.5

80.2 10.3

80.9 12.4

79.2 14.1

79.2 10.5

87.8 22.2

80.3 13.1

88.5 23.1

79.6 11.7

83.3 18.1

85 14.2

79.8 11.5

82.4 13

78.5 9.9

81 16.4

8.4

85.7 23.1

81.7 14.4

81.6 14.9

8.9

80.7 16.2

80.6 14

77.4 10.7

80.1 14.4

81.6 25.4

79.8 14.9

74.2 8.8

10.4

88.5

85.7 14.7

80.7 12.6

78.7 9.6

77.3 11.1

78.4 11.6

73.8 10.2

74.9 9.2

80.5 11.6

74.8 9.6

75.6 8.4

88.3

84.4 14.8

79.8 10.3

81.2 13.1

79.6 9.9

78.9 11.5

79.6 10.3

82.4 23.6

71.4 8.8

79.8 12.7

81.2 13

72 8.4

84.3 15.5

80.8 9.4

71.4 7.6

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78.4 16.2

82.7 13.5

63.5 13.6

84.4 17

72.2 13.7

81.1 12.7

92.1 27

91.6 28.4

90.3 40

90.8 25.3

87.2 26.2

81.7 16.4

80.5 12.9 45713
86.5 18.8

83.7 15.6

76.6 15.9

78.9 15.2 40175
81 12.3

86.9 20.6

84 20.8

85.9 16.8

89.2 24.4

89.1 25 48026
85.4 15.3

89.5 29.8

84.2 14.8

81.1 23.3

87.5 27.2

92.8 44

68.7 15.3

72.7 11.8

77.6 15.1

64 7.2

67.3 9.2

79.7 13.4 42456
80 20.9

62.4 9.3

63.7 7.3

69.4 10.2

68.6 10.7

70 17.1

70.8 11.4 37223
73.4 13.6

71.3 11.3

82.9 11.5

70.3 9.4

78.4 16.3

77.4 12.4

79 21.6

80 20.6

73.7 11.2

62.7 5.9

8.8

50 5.6

79.5 16

79.7 10.7

72.4 8.8

72.1 13.8

80.3 11.7

59.6 7.3

83.6

73.7 8.2

75.8 11.2

70 9.8

83 23.1

72 10.8

79.4 9.7 42141
70.9 11.8

74 10.8

83.8 19.7

72 12.7

73.5 13.6

73.4 7.1

66.8 9

65.4 10.1

74.7 11.3 34916
75.5 10.6 33791
75.4 8.5

74.6 13.8

70.5 11.9

58.2 8.7

77.6 10.4

72.4 9.9

81.4 15.2

64.3 7.1

76.7 10

84.1 16.5 40714
82.4 14.9 47984
86.9 21.6

86.3 22.5

84.1 14

82.8 14

87.3 20.8

84.3 14.7

75.4 10.3

86.2 16.7

81.3 13.2

92.2 40.6

82.3 13.2

87.8 21.4

85.9 18.3

86.6 21.1

88.9 27

83.7 12.4

84.2 16.9

78.5 10

83.5 17.2

84.1 16.7

81.9 14.5

88.5 18.5

83.7 13.2

79 11.3

84.7 17.4

78.5 10

83.5 19.2 60464
84 11.4

89.7 25.4

85.5 13.3

80.9 11.7 42697
81.6 13.6

84.6 15.5

83.8 18.3

82.5 12.9 45385
78.8 10.1

78.2 12.9

80.2 23.6

81.1 13.2

80.6 10.6

85.1 20

88.1 22.5

38.6

82.6 13.3 48414
89.6 24.6

85.9 15.6

86.5 23.4 55980
82.4 13

82.9 20.3

82.1 14.1 43765
83.9 16.7

79.1 11.2

91.6 26.3

83.5 17.6

84.7 16.5 41563
81.5 12.6

84.4 17.9

78.3 11

80.9 13.3 48774
78.9 14

85.4 17.6 43458
84.2 21.8

83.7 15.2

88.8 21.9

92 34.1

82.7 14.8

78.8 11.7

86.3 22.8

84.8 16.9

93.5 44.1

83.2 15.9 42071
88.3 15.7

83.5 17.2

86.4 14.7

85.8 17.5

84.8 19.7

84.7 18.6

84.2 17.9

90.1 22.2

89.1 23.4

87.9 17.2

88.3 20

87.3 15.3

87.6 23.7

84.9 15.2

88.4 22.4

89 21.6

87.4 17

84.8 15

85.6 18.7

85.2 14.5

47 10.9

12.8

55.2 15.7

54.2 12.4

59.7 14.7

12.3

15.7

59.6 13.4

9.1

54.3 14.4

67.4 21.7

53.6 17.3

63.3 21.1

14

10.9

71.7 21.5

59 18.2

57.5 15

66 16.3

49.4 9.5

60.7 15.9

14.9

11

52.5 11.8

60.4 11.7

63.1 19.1

63.2 16.2

10

50.9 9.2

62.7 14.9

13.2

72.3 35.9

61.6 21.2

14.9

60.5 18.1

59.7 15

13.3

52.4 10.9

58.3 15.3

56 13.2

13.1 14655

44.1 12.7

41.7 9.6

57 13.1

58.6 9.1

59.8 17.6

14.9

6.1

11.5

56.1 18.6

53 12.6

52.7 11.8

51.9 12.3

50.9 12

47.5 11.1

12.3

54.1 12.8

61.4 19.8

53.3 11.2

11.8

59.5 13.6

57.1 13.3

12.8

58.7 18.3

67.5 28.9

11.7

45.8 12.7

59.4 13

65 20

64.5 16.6

69.1 27.1

49.2 11.9

11.9

56.3 14.4

10.1

12.8

12.1

55.8 15.8

High school (%) Bachelors (%) Income
7 8 18 54 83
82 23 51

 81
6 10 9 32 12
63 7.1 40 44
70 9.6 45 65
60 7.7 26 25
6

 7.8 10.4 3

 19 13
73 15 40

 89
64 9.5 38 90
63.5 9.7 39 74
66 9.9 41 50
31 59
70.8 12.1 35 56
3

 58
62 9.2 39

 67
73.2 1

 9.3 4

 33
73.3 14 4

 11 34
67.7 2

 84
65.7 38455
6

 8.4 12.2 33902
60.1 11.2 33

 53
70.4 11.9 41523
77 411

 91
70.3 13.9 30
63.8 8.3 38

 79
7

 7.6 1

 6.6 530

92
6

 8.5 10.6 36
74.1 13.4 40125
6

 6.1 36738
62.1 349

 85
6

 5.6 8.7 34046
64.8 10.5 25513
65.2 8.1 33

 22
6

 6.7 14.1 39073
76 18.4 44323
41

 21
80 24 47
65.1 3

61 20
7

 6.4 18.5 4

 29
7.5 40613
81.4 27 39844
74.5 1

 6.9 48151
64.3 296

 72
1

 8.8 27265
8

 5.4 34.3 5

 75
71 34

 78
63.2 353

 68
6

 9.4 41408
76.7 1

 8.6 43395
6

 7.9 11.8 37
80.3 28 462

 94
7

 6.3 4

 86
62.4 26003
69 9.8 337

97
6

 9.1 32892
61.9 36913
6

 6.5 35390
71.3 11.1 47997
8

 6.8 36.8 71367
12.4 24344
69.7 40714
70.1 39

57
78.8 44329
6

 7.2 37429
72.3 39668
59.5 10.1 21428
62.6 36604
74.7 4.9 6

 16
78.5 79047
90.3 2

 8.9 71504
13.1 45958
88 21.1 67154
91.7 22.7 69068
76.6 16.4 55455
91.8 63

 17
88.9 23.8 52485
93.2 79856
88.5 20.3 59726
89.6 20.2 66095
85.4 18.7 70332
72.2 46911
88.1 18.3 65936
74.8 14.7 53101
7

 7.4 81322
12.7 59184
84.1 14.2 52310
90.6 29.5 66812
84.4 21.6 52623
86.8 1

 8.2 49916
21.2 62735
66.3 38856
8

 5.8 16.3 59774
84.3 17.6 60227
74.3 36901
63.6 11.3 30051
79.5 18.8 41328
83.8 29.9 49247
78.2 39799
75.6 38191
82.5 50699
69.3 33262
2

 5.9 58389
77.5 40577
71.2 12.3 36777
83.4 26.7 47318
72.7 46157
60.7 15.2 38245
84.7 44928
65.8 41428
72.4 39026
72.5 40882
12.8 37468
80.4 51853
76.8 38603
66.6 31952
68.7 7.3 36608
71.8 13.8 35946
11.7 28351
75.3 19.8 37132
60.6 32626
40590
73.1 41715
16.8 35581
11.5 40175
77.3 20.9 41740
71.5 42315
69.2 3

 87
68.3 37797
66.8 34252
31051
17.3 36851
83.3 25.2 49180
71.1 39710
32863
78.3 40838
77.2 47864
72.1 10.9 39685
36845
40605
70.7 11.6 36944
7

5.5 13.7 41090
33045
10.3 32287
15.7 40327
67.6 35928
65.3 31965
63.3 34936
5

 6.2 26402
38113
73.4 37868
69.8 36487
77.6 14.6 51896
67.8 35909
34418
12.5 39843
64.7 35373
29134
36586
69.1 10.7 34708
70.2 31868
73.5 37770
73.8 40013
62.2 28618
68.8 35652
34188
72.6 32414
77.4 41282
68.2 38606
28.1 49072
35507
33657
82.3 54799
65.4 34000
27544
16.6 43625
64.6 38804
72.9 32378
28589
14.9 38373
71.6 34762
24.5 44657
15.5 41455
28448
64.1 37223
82.4 34.9 72019
88.3 28.2 53905
54427
21.8 41095
85.7 17.1 52807
45135
86.9 81968
38158
89.1 26.5 66275
67.5 17.5 44701
68.5 41331
84.9 40197
41026
45063
13.5 45629
46019
38139
79.6 46742
69.9 24.9 54310
46711
91.2 51.3 91792
85.1 44574
80.8 46337
45740
77.1 35429
87.9 28.9 57918
68.4 22.5 62183
26.4 66602
26.1 59040
30.8 75718
90.5 30.3 74064
46794
55208
24.8 56404
74.9 73979
74.2 15.9 54151
82.6 60589
81.2 71085
14.5 53142
85.6 54617
85.3 91165
79.2 29.4 60087
40.5 95691
83.2 34.2 69511
44199
85.2 17.2 46120
17.7 38014
21.4 69641
28.5 68324
51622
15.3 49400
75.7 40171
35672
61.7 43746
16.1 49850
80.1 26.9 76807
79.8 34.1 52482
39211
17.4 60918
37907
90.7 68960
87.3 48790
36172
36205
92.8 52.4 71909
24.3 44242
47699
93.4 38.8 65648
14.4 31853
25142
34503
44709
42204
78.9 34.5 50848
41446
51.9 106754
86.6 42.6 80690
92.5 26.6 80430
91.3 31.8 60302
80.5 43961
60523
94.1 31.2 66864
92.3 61480
43.6 47522
93.1 47989
77.8 33180
86.2 19.9 40963
36.5 73812
86.3 39255
15.4 42676
19.5 48519
91.4 36.4 51696
39.5 62633
76.9 16.2 36396
81.8 13.2 41083
42125
46167
91.6 44854
53459
81.1 41300
80.7 45356
71.4 44499
38281
54091
93.3 66809
81.6 41421
96.3 57.1 76433
38535
81.3 42191
88.4 48545
78.1 40982
95.3 42.5 69014
19.6 32819
92.1 43.7 39602
93.6 48.5 62452
79.3 36402
48.3 72844
31.7 64577
81.7 14.3 41748
54479
42698
39.9 83994
29.6 65338
85.9 27.5 72440
88.7 33.8 76175
27.6 62864
26.2 65196
89.2 32.8 76007
58076
79.4 18.6 52715
85.5 67478
76.5 50472
39.1 51655
38.7 40454
71.9 51537
46461
42661
23.6 51619
53668
34210
82.1 46830
39907
86.4 20.1 62889
27.9 62162
39753
39538
65.9 33575
82.7 21.9 52397
51767
34443
12.9 40225
39041
39615
38974
62.9 33004
38854
54.2 43243
41930
13.6 38825
25.1 52345
35945
23.1 51022
38289
16.9 42478
39457
47505
51902
41.7 48295
73.9 34704
37125
10.2 34156
20.8 49783
41121
26.3 55460
67.9 21.7 46299
25.5 54431
18.9 59244
24.2 53389
39206
53179
79.1 49193
83.6 27.7 58008
42441
22.9 47773
46389
36276
87.2 33.1 64492
77.7 15.1 46810
53913
87.1 27.4 54011
63497
41287
38571
38660
44493
45337
78.4 47822
41717
35944
67.3 38961
56.3 34075
34641
39054
45260
49590
57953
56203
34886
38675
21.3 44453
71.7 43057
39083
34642
19.3 62234
77.9 25.4 37974
64.9 35886
51336
65.5 31652
52851
56.9 32211
16.5 49946
51489
35876
80.2 48598
88.8 47766
60.4 39473
78391
39.8 36563
27610
54963
58.9 34441
75035
39533
11.4
71679
35506
20.6 67848
48721
34174
45389
18.1 61128
37100
36.3 63228
35538
36018
73.7 17.8 39821
19.2 64504
12.6 32992
60.5 33278
59865
67.2 36976
61.4 31388
32758
70.9 39407
92.4 36.2 91690
15.8 45847
34.6 88681
41366
41.4 60916
45235
66.1 38288
82.2 49902
49987
69.4 36889
43097
77929
46756
70.5 57810
28324
40750
61485
42266
42530
84.2 73773
56175
38950
68.1 51941
51350
35156
58.5 33624
10.8 30927
30699
55741
47742
37552
41206
62562
43095
41132
39443
19.7 41363
50419
66.7
38750
31183
46789
37518
35188
34217
56892
38928
51812
61.1 47625
44795
57767
86.7 71073
15.6 45799
67146
44351
53277
38484
57117
41616
41058
75.5 47573
57.8 33309
75.4 43638
28326
42591
23.4 68997
41238
66.9 37733
34878
46627
37931
31911
39782
34256
56.2 30573
36899
32373
33594
64.5 34717
40054
41986
34514
75.1 41129
61.8 31724
45659
33052
40689
41056
40165
41716
59832
36508
35228
38503
42179
61.3 36034
30963
46451
50690
35379
35586
42124
41688
84.6 22.1 51241
84.8 66828
12014
19.4 57954
22.4 63707
90.8 59396
36589
87.5 47222
41402
40572
80.6 46887
90.2 43.1 65003
49755
42227
87.8 53815
40228
39228
22.2 43983
46193
48414
42895
40647
41285
84.5 41417
45385
88.2 46421
43026
44360
41049
82.9 37994
48578
44664
19.1 48600
41868
17.9 38857
14.8 40438
41816
24.4 41975
41220
46705
44166
36481
42540
41484
36733
54025
44419
47536
39423
83.7 44777
33524
72.8 48505
67450
45628
51792
79.9 44251
47820
45368
48634
47065
46300
75.9 39390
57436
41561
59115
41877
46534
26.8 58994
83.5 53108
50769
87390
13.3 45316
40956
50692
41030
49011
36573
43706
73.6 33621
40877
66577
39257
47184
35649
46864
51304
49008
32113
44696
43195
54150
52021
67.1 42900
76402
53464
89.9 25.3 83191
45579
38.6 86214
51888
52736
53219
50705
41375
83450
60530
48736
46587
53475
45347
53520
46323
40547
20.5 59983
52641
20.4 71213
42639
47544
51600
83.1 58505
23.3 51463
42842
58896
40069
75.8 38681
32647
58561
47646
40144
49700
80.9 50395
76.1 37033
28.6 55298
45355
47071
48033
46118
51963
58250
39898
78.7 43859
44377
46631
52691
75.2 39238
74.6 38105
51947
80118
41182
56494
66159
52296
54930
56878
51251
44746
63891
56265
54938
50453
51635
47456
52469
70.6 42025
43850
62947
52008
57811
44616
56858
57256
49998
56669
49070
56036
49290
48293
46551
43765
94.2 48.9 91431
72624
55898
71069
49110
55980
53577
50721
55829
45956
49160
76.2 50722
67831
40372
56562
60.2 55158
53846
53332
46703
50108
52034
54814
46872
81.9 50441
39.6 42881
53161
61454
52707
54967
53227
40632
47023
45987
46659
44745
22.6 68355
56910
45598
50052
44468
53327
49113
52032
44612
56189
54647
47943
56755
42450
47748
33.2 49756
62493
47208
47402
44845
42717
52023
53841
62838
47153
44907
56556
52402
58576
45286
39202
43725
36832
41470
54616
86.5 47972
52474
87.7 21.5 52555
48963
45441
46192
42849
47984
42380
54321
46171
45238
48465
44378
46084
43855
48174
43667
89.5 62470
42306
35198
47846
85.8 47359
50230
50954
42873
41776
45360
46397
49361
43617
50714
46980
49764
48535
45607
49099
86.1 50316
44593
49176
44804
53065
81.5 44449
53658
43576
93.7 47.6 51569
48208
43800
44491
46591
59481
79.7 50315
39746
47473
87.6 53867
48034
54582
49262
44853
42783
44897
42756
53813
46031
44121
45655
41720
87.4 53600
42947
29.7 59365
51606
48706
82.8 37473
42318
54969
48199
52182
93.5 44.5 52061
48169
40288
41071
40027
41435
64814
50337
83.9 37821
45485
49407
50086
49572
46914
46596
40525
42795
44225
43005
41420
40162
41156
58538
42038
36967
39269
43584
43723
48710
37866
44291
23.9 37858
46310
41885
42.7 48334
39301
35101
29.2 41630
46049
67.4 49527
48737
50271
41086
43137
40274
51492
44547
38836
41236
38330
52659
49733
46335
52072
58617
39311
94.9 47.7 79110
51683
48647
39745
46403
61937
39768
46221
41362
42248
52957
44412
41308
47322
60071
42976
39902
41403
47928
44149
41631
39970
48824
48929
45280
45072
51718
45736
45712
88.6
45919
93.8 41247
39207
40251
16.7 37697
48026
52179
54691
63.7 47311
52763
43185
42074
36670
40044
51713
53847
50739
92.7 47674
38203
53693
42481
37799
43075
38293
32614
43490
30966
40212
58485
76.3 41361
69.5 40215
33493
56.6 24532
22.8 68990
45104
42157
45365
69.6 44827
57.5 24658
68.9 39332
58065
37853
36927
38791
53941
38731
46246
64.4 34019
57.4 27780
40134
51422
49.4 20946
53.5 25183
37409
27769
47389
32714
52.6 27051
30017
35.6
66.5 36031
27249
51506
31387
46886
44133
49481
39744
62.8 35579
32778
41376
47519
48587
58.7 24027
46613
58.2 32669
46203
47968
40698
39736
52.9 25974
50793
51615
32068
56520
26226
54.1 23550
41265
63.9 34776
27818
50.9 23872
52.5 23874
27175
28588
34167
40905
41803
40799
43594
24906
38200
42302
50.1 25000
39117
45793
23530
38870
47586
57.6 28403
45770
30303
28779
40866
56.4 28152
36773
50217
38472
38048
30.6 81394
42880
49.2 20346
49078
58.3 28435
30805
56.1 32845
35233
60.9 39367
57.7 30219
36115
28374
60607
58615
46899
60557
36159
38256
42483
46590
45078
24.7 46537
42656
26857
40587
28417
53.6 24858
63709
34350
35757
57012
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54.4 28615
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44677
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57649
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14754
16071
12802
54.7 15475
15697
16732
15718
48.2 14752
19317
16072
56.7 14664
16849
22356
49.7 15738
14111
15312
25918
23597
28295
12806
52.8 17372
17936
50.3 12012
55.8 15097
53.9 15823
15350

QSO 510 Winter 2013

QSO 510 Winter 2013 Homework #4 Page 3

Names: Wiratee Wangthanasakun

Correlation and simple regression


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8.
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(use at least four significant digits). Round off the final answers appropriately. Note: 0.0042 is only two significant digits as leading zeros are not considered significant. 0.4200 is four significant digits as trailing zeros are considered significant.

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Question #1:

The Excel file Homework 4 Data.xlsx has a tab labeled “Education income” which provides data on the median income of households in each county in the US and the percentage of the population in each county having a high-school education for the same counties. Plot the data with the high school education on the x-axis and the median income on the y-axis:

Determine the linear regression model of median income versus education using income as the dependent (y) variable. Use the long, SSxx, SSyy, etc. method of calculating the model. Write out the linear equation.

= 76.85704 (Please see excel file)

= 44,839.17 (Please see excel file)

SSxx = 279,175.25 (Please see excel file)

SSyy = 476,875,677,564.75 (Please see excel file)

SSxy = 243,852,830.93 (Please see excel file)

b1 = 873.4758 (Please see excel file)

b0 = -22,293.5969 (Please see excel file)

Linear Equation: y = 873.4758x – 22,293.5969

Determine the correlation coefficient for this relation. Based on the correlation coefficient, do you believe the linear model implies a relation between income and education?

r = 0.67 (Please see excel file)

This coefficient is 0.67 which means there is a relation between high school education and income.

Is it reasonable to expect that income and education are related?

Yes, as we can see from the equation, the slope indicates that the income increases when the percent of high school education increases. And we have the coefficient = 0.67 which is close to 1, thus, we may say that the high school education is one of the factors that indicate the income.

Question #2:

The tab “Education income” also contains the percentage of the population for each county who have a bachelor’s degree. Use the regression tool to calculate a linear model of the income versus a bachelor’s degree (again use income as the dependent variable). Paste the regression report below and write out the linear equation:

Linear Equation: y = 984.0664x + 28,620.5667

What does the p-value or t-statistic for the relation between income and education imply?

The p-value for this relationship is 0. We were using a 95% confidence and if the p-values are under α = 0.05, then there is a statistically meaningful relationship between the two quantities. We may say that more education is more likely to get a higher income.

What is the correlation coefficient? What does it imply about the relation between these two variables? (Note the R2 value is not the correlation coefficient.)

Correlation Coefficient = = 0.6253

It shows a statistically meaningful relationship between bachelor’s degree and median income in my opinion since it’s close to 1.

What do the two models imply about the relative value of a high school or a college education?

Comparing the relationship with the income between having a high school education and having a college education, a high school education seems to have a stronger relationship because its correlation coefficient is a little higher, 0.67 and 0.63 respectively. This is as expected because in order to get a college education, people must have finished a high school degree. In summary, there is a relationship between education and the amount of household income. It tells us that a higher education will give a higher income based on the trending analysis we have done.
High school education(%) vs Median income($)
Income 78.7 82 64.7 63.2 70.400000000000006 60.5 67.8 73.900000000000006 64.2 63.5 66.2 65 70.8 66 62.9 73.2 73.3 67.7 65.7 68.400000000000006 60.1 70.400000000000006 77.8 70.3 63.8 77.599999999999994 68.5 74.099999999999994 66.099999999999994 62.1 65.599999999999994 64.8 65.2 66.7 76.5 67 80.900000000000006 65.099999999999994 76.400000000000006 65.599999999999994 81.400000000000006 74.5 64.3 70 85.4 71.900000000000006 63.2 69.400000000000006 76.7 67.900000000000006 80.3 76.3 62.4 69.7 69.099999999999994 61.9 66.5 71.3 86.8 64.8 69.7 70.099999999999994 78.8 67.2 72.3 59.5 62.6 74.7 78.5 90.3 71 88.9 91.7 76.599999999999994 91.8 88.9 93.2 88.5 89.6 85.4 72.2 88.1 74.8 77.400000000000006 72 84.1 90.6 84.4 86.8 88.5 66.3 85.8 84.3 74.3 63.6 79.5 83.8 78.2 75.599999999999994 82.5 69.3 82.5 77.5 71.2 83.4 72.7 60.7 84.7 65.8 72.400000000000006 72.5 77.5 80.400000000000006 76.8 66.599999999999994 68.7 71.8 64.2 75.3 60.6 74.8 73.099999999999994 74.099999999999994 73.2 77.3 71.5 69.2 68.3 66.8 65 73.099999999999994 83.3 71.099999999999994 72.2 78.3 77.2 72.099999999999994 69.2 73.3 70.7 75.5 73.3 66 74.8 67.599999999999994 65.3 63.3 56.2 65 73.400000000000006 69.8 77.599999999999994 67.8 76 74.3 64.7 63.8 69.8 69.099999999999994 70.2 73.5 73.8 62.2 68.8 62 72.599999999999994 77.400000000000006 68.2 84.4 69.2 65.099999999999994 82.3 65.400000000000006 68 76.599999999999994 64.599999999999994 72.900000000000006 68 74.5 71.599999999999994 79.5 72.900000000000006 60.6 64.099999999999994 82.4 88.3 84 82.3 85.7 64 86.9 71.599999999999994 89.1 67.5 68.5 84.9 59 82.3 68.5 68.8 77.3 79.599999999999994 69.900000000000006 65.400000000000006 91.2 85.1 80.8 63.8 77.099999999999994 87.9 68.400000000000006 80.400000000000006 90.3 79.5 90.5 88 75 83.3 74.900000000000006 74.2 82.6 81.2 71.2 85.6 85.3 79.2 83.4 83.2 83.3 85.2 83.8 83.8 84.9 70.400000000000006 73 75.7 81 61.7 84.3 80.099999999999994 79.8 71.8 78.8 82.6 90.7 87.3 78.5 77.2 92.8 88.5 84.1 93.4 72.099999999999994 68.2 77.5 90.3 80.099999999999994 78.900000000000006 76 97 86.6 92.5 91.3 80.5 85.4 94.1 92.3 94.1 93.1 77.8 86.2 91.8 86.3 77 79.5 91.4 92.3 76.900000000000006 81.8 82.3 85 91.6 79.599999999999994 81.099999999999994 80.7 71.400000000000006 75.7 93.4 93.3 81.599999999999994 96.3 72 81.3 88.4 78.099999999999994 95.3 70 92.1 93.6 79.3 93.3 94 81.7 79.599999999999994 79.5 84.4 82.4 85.9 88.7 83 86 89.2 79.599999999999994 79.400000000000006 85.5 76.5 77.8 88.1 71.900000000000006 81 74.2 86.3 82 69.099999999999994 82.1 78.3 86.4 81.8 74.7 63.5 65.900000000000006 82.7 82.1 85.9 68.3 70.7 72.400000000000006 69.8 72.599999999999994 62.9 58 54.2 78.5 74.5 80.8 65.2 81.599999999999994 69.099999999999994 73.2 68.2 79.8 82.3 89.1 73.900000000000006 65.599999999999994 67.5 81.400000000000006 78.2 85.3 67.900000000000006 84.9 81 88 65.099999999999994 81.8 79.099999999999994 83.6 77.599999999999994 84 74.8 70.400000000000006 87.2 77.7 85.4 87.1 88.7 77.3 73.2 70 72.5 82 78.400000000000006 76 71.2 67.3 56.3 67.7 66 72.599999999999994 65.400000000000006 73.3 71.8 65.8 66 77.2 71.7 72.5 67.5 79 77.900000000000006 64.900000000000006 69.8 65.5 83.3 56.9 71.099999999999994 76 65.099999999999994 80.2 88.8 60.4 84.4 81 64.3 80.099999999999994 58.9 88.8 64.8 64.900000000000006 87.9 64.599999999999994 81.599999999999994 67.3 65.900000000000006 67 79.5 69.7 85.1 66.3 68.5 73.7 81.099999999999994 68.400000000000006 60.5 78.900000000000006 67.2 61.4 65.7 70.900000000000006 92.4 71.5 85.7 67 84 66 66.099999999999994 82.2 65.900000000000006 69.400000000000006 70.099999999999994 87.3 70.900000000000006 70.5 62.2 63 79 71.099999999999994 66 84.2 84.3 67.7 68.099999999999994 69.7 63.3 58.5 62 62.4 77.900000000000006 71.3 67 70.3 81.3 86.8 71 74.3 77.7 72 66.7 71.2 63.2 70.8 65.400000000000006 65.8 69 65.3 77.7 71.400000000000006 74 61.1 78.900000000000006 74.7 86.7 72.099999999999994 80.8 73.400000000000006 70.2 69.8 75.3 63.3 73.400000000000006 75.5 57.8 75.400000000000006 62.4 78 82.4 70 66.900000000000006 67.900000000000006 67.8 71.099999999999994 63.2 69.900000000000006 64.8 56.2 66.3 63.6 63.6 64.5 73.5 67.900000000000006 67.3 75.099999999999994 61.8 73 67.7 63.2 74.2 66.7 66.8 73.5 70.3 57.1 68.3 70.099999999999994 61.3 67.900000000000006 76 63 68.2 65 70.400000000000006 68.3 84.6 84.8 39.5 83.3 83.4 90.8 80.8 87.5 85.5 79.8 80.599999999999994 90.2 86.3 85.6 87.8 80 82.6 88.4 76 86.6 76.900000000000006 64 80.099999999999994 84.5 87.2 88.2 80.400000000000006 79.400000000000006 72.599999999999994 82.9 84.4 75.099999999999994 87.3 91 82.5 84.2 77.400000000000006 88.5 73.7 85.5 86.4 67.599999999999994 74.5 74.7 77.900000000000006 87.3 81.3 88.9 76.599999999999994 83.7 67 72.8 80.8 63.3 84.1 79.900000000000006 83.3 80 91 81 80 75.900000000000006 77.400000000000006 82.9 77.7 79.3 80.2 87.5 83.5 79.3 90 81.400000000000006 82.3 83.4 72.2 86 76.7 78.3 73.599999999999994 78.900000000000006 86.9 74.3 85.7 68.099999999999994 82.4 84.5 80.3 85.2 82.6 77 82.5 83.6 67.099999999999994 80.2 79.8 89.9 81.8 86.6 81.400000000000006 81.3 80.2 78.099999999999994 80.400000000000006 86.9 89.2 90.7 83.2 82.1 84.3 79.099999999999994 85 79.900000000000006 76.5 88.3 84.9 87.2 77.099999999999994 79.900000000000006 78.8 83.1 83.8 72.3 88.7 79.599999999999994 75.8 70.7 83.8 71.3 83.4 82.6 80.900000000000006 76.099999999999994 88.1 83.6 83.1 82.9 83.4 84.1 85 74.8 78.7 82.2 82.3 79.099999999999994 75.2 74.599999999999994 79.8 86.9 79.8 81.400000000000006 87.8 80 85.7 83.8 86.3 81.3 88.3 83.6 83.2 81.8 79.900000000000006 82.3 80.099999999999994 70.599999999999994 71.8 82 79.099999999999994 84.7 81.599999999999994 80.2 75.7 73.7 82.4 80.7 76.099999999999994 80.2 80.900000000000006 79.2 79.2 94.2 87.8 80.3 88.5 79.599999999999994 83.3 85 79.8 82.4 78.5 81 76.2 85.7 81.7 81.599999999999994 60.2 80.7 80.599999999999994 77.400000000000006 80.099999999999994 81.599999999999994 79.8 74.2 81.900000000000006 88.5 85.7 80.7 78.7 77.3 78.400000000000006 73.8 74.900000000000006 80.5 74.8 75.599999999999994 88.3 84.4 79.8 81.2 79.599999999999994 78.900000000000006 79.599999999999994 82.4 71.400000000000006 79.8 81.2 72 84.3 80.8 71.400000000000006 87.8 83.7 79.900000000000006 83.1 81.2 81 81.7 85 86.3 75.2 78.099999999999994 87.3 82.1 86.2 87.8 84.5 81.400000000000006 81.400000000000006 82.5 87.8 86.5 89 87.7 84.6 81.3 82.2 85.4 83.7 85.9 87.7 87.3 87.5 83.4 84.4 88 82.6 85.6 78.5 89.5 78.900000000000006 81.7 85.1 85.8 89.2 85.2 82.2 84.8 85.9 84 85 85.6 86.5 85.4 87.3 85.8 85.7 85 86.1 79.3 86.3 85 87 81.5 86.8 88.1 93.7 85.3 84 85.6 83.6 90.6 79.7 79.099999999999994 78.7 87.6 82.6 84 82.3 83.2 84.4 81.7 82.2 81.8 80.3 80.7 81.099999999999994 85.5 83.7 87.4 86.6 88.3 84 86.7 82.8 84.2 86.3 86.6 80.400000000000006 93.5 84.2 83.3 87.3 82.7 81.5 90 82.5 83.9 84.2 87.3 84.1 81.400000000000006 86 84.4 83.1 81.900000000000006 84.7 85.8 82.3 84.2 84.6 87.3 87.1 81 80.3 85.5 87.4 87 85.5 86.9 91.3 85.4 84.5 86.4 86.4 80.2 92.4 81.2 80 87.2 84.8 67.400000000000006 69.900000000000006 85.3 86 84.5 83.6 71.5 73.599999999999994 83.7 80.900000000000006 76.7 83.8 85.3 74.8 86.9 87.7 88.9 87.6 94.9 75.8 84.7 85.2 83 88.5 86.5 85 80.900000000000006 86.7 81.8 85.9 84.4 85.1 80.3 87.5 88.1 81.2 84.7 81.900000000000006 83.7 83.5 84.4 84.8 85.5 84.8 86.2 84.8 84.4 89.2 86.3 84.7 82.7 88.6 83.4 93.8 87.1 82.8 83.1 87 84.5 85.1 63.7 88.1 87.8 86.6 84.6 82.9 78 80.5 86.3 92.7 84.3 89.9 84 81.2 77.7 81.099999999999994 83.4 74 60.1 64.5 80.400000000000006 76.3 69.5 59 56.6 85.1 75.400000000000006 78 76.599999999999994 69.599999999999994 57.5 68.900000000000006 76 60.7 73.099999999999994 77.900000000000006 80.8 73.400000000000006 68.099999999999994 64.400000000000006 57.4 77.2 75 49.4 53.5 67 56 80.7 61.7 52.6 58.5 85.8 66.5 61.3 78.8 69.5 68 69.400000000000006 72.400000000000006 73.400000000000006 62.8 61.4 75.099999999999994 77.2 82.3 58.7 74.2 58.2 78.3 73.400000000000006 64.400000000000006 71.3 52.9 81.8 79.099999999999994 63.8 82.1 58.7 54.1 71 63.9 58.2 50.9 52.5 58.5 57.4 64.599999999999994 74.3 68.5 68 80.3 52.6 70.8 75.2 50.1 70.5 76.900000000000006 54 73.3 77.900000000000006 57.6 75.8 58 57.8 70.5 56.4 65.8 79 62.9 67 86.5 67.900000000000006 49.2 72.8 58.3 61.8 56.1 65.599999999999994 60.9 57.7 70.900000000000006 61.8 80.5 79.099999999999994 73.599999999999994 75.400000000000006 68 63.5 72.099999999999994 70.7 76.900000000000006 80.3 68.8 57.8 70.900000000000006 61.3 53.6 82.6 64.7 63.2 79.599999999999994 59.4 59.8 75 71.900000000000006 83 78.7 77 65.400000000000006 68.099999999999994 61.4 65.7 64.599999999999994 70.3 83.9 57.9 70.7 55.5 61.4 73.099999999999994 66.900000000000006 65.7 73.599999999999994 79.3 69.400000000000006 79.8 66.3 68.5 80.400000000000006 77.2 63.4 66.599999999999994 72.7 74.7 78.599999999999994 68.7 69.099999999999994 74.599999999999994 67.400000000000006 61.9 70.8 73.099999999999994 80 67.5 73.900000000000006 76.900000000000006 62 62.9 65.900000000000006 83.9 71.5 63.2 67.099999999999994 71.7 65.599999999999994 80.099999999999994 68.2 70.8 73.400000000000006 59.5 53.3 65.400000000000006 79.8 76.900000000000006 90.1 85.2 87.8 85.2 87.5 87.9 82.4 85.7 80.3 88 80.8 84.6 79.900000000000006 86.5 79.900000000000006 86.4 84.3 86.9 75 85.3 81.2 85.8 74.2 87.1 79.2 86.7 93.1 78.8 90.3 84.9 84.2 85.3 69.5 84.4 77.8 80.7 81.7 68.400000000000006 91.8 85.1 73.2 90.4 84.6 88 79.2 89.4 88.5 91.6 91.3 87.6 78.099999999999994 83.5 79.7 81.5 82.3 83.1 84.6 76.8 80.599999999999994 86.8 82.4 85.4 81.900000000000006 80 83.2 80.400000000000006 86 81.900000000000006 82.4 76.099999999999994 89.2 80.8 86.1 88.8 89.5 89 83.1 78.3 85.5 89.3 83.5 83.1 84.6 78.3 88.1 83.4 77.900000000000006 84.8 86.1 84.2 88.8 80 84.6 83.7 72.2 84.5 90.7 83.4 91.4 75.5 82.5 82.9 81.400000000000006 88.5 82.7 83.8 83.5 89 78.599999999999994 83.1 81.2 74.8 83.1 78.7 89.3 79.8 75 83.8 80.5 73.7 85.5 86.6 77 79.5 81.599999999999994 82.8 78.599999999999994 79.7 79.400000000000006 84.4 81.2 78.900000000000006 91.5 77 82 80.400000000000006 91 82.9 83.4 84.9 79 87.7 81.7 84.3 91.4 83.9 81.599999999999994 88.7 86.7 76.400000000000006 88.7 80.400000000000006 86.3 93.2 86.7 85.6 83.6 81.7 81.2 86.7 83.5 90.6 85.5 86.1 86.6 85.6 84.1 80.599999999999994 83.5 79.7 81.900000000000006 80.8 86.4 84.6 84.6 79.8 82.6 84.7 75 79.099999999999994 83.7 81.5 81.3 79.7 82.3 79.099999999999994 90.1 75.8 80 91.1 81.400000000000006 81.3 79 77.599999999999994 82 81.8 87.6 78.8 80.2 80.900000000000006 85.2 81.5 82.5 87.2 91 89.9 79.2 86.2 86.6 84.4 80.400000000000006 79.3 82.2 85.6 79.5 84.8 94 75.900000000000006 84.5 84 88.1 81.900000000000006 73.400000000000006 68.099999999999994 67.2 63.4 58.8 65.3 64.400000000000006 66.599999999999994 59.4 65.099999999999994 71.599999999999994 68.8 68.599999999999994 62.2 69.3 67.2 81.599999999999994 79.3 67.5 69.8 67.400000000000006 63.8 77.900000000000006 80.3 80.400000000000006 59.7 53.7 58.8 65.900000000000006 81 66.7 59.7 66.400000000000006 73.900000000000006 60.5 78.5 83 74.900000000000006 72.900000000000006 64.099999999999994 74.7 61.9 72 75.5 83 66.5 61 65.5 62.1 67.7 72.900000000000006 58.4 80 63.5 74.599999999999994 72 70.3 66.7 64.900000000000006 55.1 81.8 62 60.6 68.8 70.8 74.8 59.3 54.4 71.7 65.5 64.599999999999994 60.5 68.5 67 77 66.5 64.7 67.7 58.1 68.2 69 65 84.6 84.7 80 75.099999999999994 75.7 77.3 76.900000000000006 71.8 70.7 89.2 81.5 70.5 81.5 78.900000000000006 82.9 81.099999999999994 79.099999999999994 66.599999999999994 86.7 74 79.599999999999994 85.9 79.599999999999994 88.7 86.1 85.3 80.3 69.400000000000006 78.5 72.8 79.099999999999994 77 66.3 69.7 63.7 77.7 74 81.8 84.7 79 80.099999999999994 77.3 73.400000000000006 81.900000000000006 81.3 73.400000000000006 65.2 83.4 79.5 79.400000000000006 86 80 72.900000000000006 79.900000000000006 77.400000000000006 79.5 76.400000000000006 80 80.599999999999994 69.400000000000006 77.8 68.599999999999994 74.5 79.400000000000006 82.5 73.900000000000006 61.1 77.599999999999994 78.7 71.099999999999994 74.5 63.6 79.8 87.1 72 75.2 73 58.2 71.2 78.3 79 76 91.8 77.5 85.1 80 78.7 77.099999999999994 79.3 65.2 62.1 89.1 73.099999999999994 73.8 72.400000000000006 88 74 81.400000000000006 76.8 72.900000000000006 67.599999999999994 81 66.900000000000006 80.400000000000006 72.400000000000006 81.400000000000006 71.400000000000006 76.599999999999994 79.5 62.5 59.7 74.8 80.2 71.099999999999994 71.3 89.3 76.400000000000006 78.7 85.2 88.1 83.3 87.1 87.1 84.9 85.3 82.7 84.5 85.7 86.3 87.4 93.3 84.7 78.599999999999994 70.5 87.8 86.8 90.2 87.6 84.2 91.4 75 80.2 86.1 89.8 83.4 83.2 91 82.6 87.6 82.9 82.4 81.599999999999994 83.4 81.900000000000006 78.8 87.4 83.5 80.599999999999994 84.4 81.2 81.2 85.1 87.5 88.9 83.4 81 86.3 83.9 69 76.8 88.5 86.3 85.5 89.5 94.2 93.4 84.4 88.1 83 83.3 89.2 84.1 83.4 89.4 83.5 86.4 85.2 86.7 86.7 72 78.7 87.5 73.5 86.9 73.599999999999994 85.3 82.1 83.5 87.3 82.4 88.2 85.7 88.3 84.2 82 85.2 81.099999999999994 88.9 90.3 83.2 82.2 89.6 85.8 89.1 85.6 84.5 89.7 87.2 84.2 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53119 51219 43017 44365 37132 67977 42949 45713 44830 63834 51777 54003 41218 35278 55571 47967 52001 37096 45461 52488 55449 40319 36765 44105 55574 54095 46435 59190 36224 34270 66575 60582 58879 86763 41233 42939 67070 44036 45761 44674 43573 42336 58796 45344 66608 47910 38625 48927 47797 79692 45450 39229 38042 43899 36338 52619 67386 40750 38656 49737 59618 51949 47462 40086 54778 51716 50674 66926 52491 45522 40085 74346 44794 42985 54025 39547 50127 51234 51519 84369 44195 45804 66955 48774 39284 47166 41120 48388 79636 61065 48535 44334 47180 47583 60467 43478 66567 52367 45468 64528 46644 47303 49586 51198 41856 46680 41999 52009 42302 59129 40687 50199 59155 38687 44803 44811 52660 47600 47690 47184 45011 59434 45936 41882 66059 45564 44046 48118 41076 45190 45870 58857 41260 48083 48469 62628 49048 51301 46736 85749 73394 53368 54615 59352 47973 44823 41555 39413 54217 39457 54633 85354 45623 49037 49818 69443 44274 32483 37384 33512 31917 31087 30159 34902 37174 33938 34783 29112 34255 35236 28755 33930 34331 62055 35298 32034 44708 36477 35252 45315 45858 43756 22186 26474 25663 40107 50356 31463 23747 28107 37056 30892 36710 48438 39607 36681 34828 46555 27700 35116 41352 60464 31609 37017 39014 32530 36430 36990 28745 32052 34480 39793 35000 31618 41264 36618 26565 57859 34353 28687 36486 39700 39256 32144 28615 46131 37718 36450 29955 42071 29537 45127 33157 33364 37118 24367 36374 33875 31918 34341 52377 39853 41267 37210 37685 39560 34301 39213 48254 44674 35050 40215 50346 46136 46932 39446 29431 63801 34363 41560 49026 37920 62237 53589 55256 45458 39726 37456 35202 39719 40748 35005 33364 32025 55964 45116 37010 43970 35186 36954 39840 32628 37925 40696 32991 33573 50561 40322 59650 45559 34916 38055 49220 40214 39457 54828 36356 41567 34770 38870 32956 41097 40902 38155 39876 29623 47846 39740 42187 39467 34533 45108 40911 28783 50932 33291 28206 47156 40964 37818 41673 71894 38176 44086 33833 47751 40503 53919 33298 29300 73708 32595 50462 40162 65049 42150 35252 35283 40359 26876 37908 34740 42013 33607 39775 31597 38646 52800 34901 30904 41102 35363 31784 34958 37283 35637 32500 42080 41372 33872 42443 37525 38619 35151 40412 33862 38547 39145 44368 49072 33363 35942 35153 35803 39624 53430 37642 36997 48093 38984 34440 38256 38919 37814 34941 44352 32861 40857 31033 36948 39216 36556 39423 32763 41183 41335 31969 46211 34566 37998 39136 50468 41737 38872 38836 38400 39879 31528 36332 47278 47836 38765 35240 40342 32540 40478 50675 33566 36502 47349 43709 46769 59878 43041 41645 37676 43044 44101 46148 42720 39490 49991 37944 46512 42456 44027 47872 55623 34770 45264 37723 42530 39260 44937 34059 35281 47407 44825 36527 47594 51848 39493 34328 36414 39569 35874 42873 42003 41785 50522 41612 32068 39373 35483 53873 47074 42641 33791 33148 46094 45005 38921 40250 41950 37277 48019 37331 44032 48040 41501 50666 48684 41570 38469 33206 46232 69261 54289 41214 54967 37954 36876 38427 47213 39571 35133 36263 35949 62434 41664 38652 34462 47749 52532 57434 66745 62283 42742 53316 60692 59302 41166 52391 42340 46373 52354 58559 58977 47228 53820 56132 51479 54558 43244 54017 68721 62462 74856 57674 52699 56555 83984 75446 61915 53540 50397 57856 69865 51869 102839 72877 79099 82735 99559 59786 63348 58666 99035 84016 71237 72217 49931 30756 36705 35753 39576 37225 32750 38372 41191 37504 31903 33612 31949 38360 43621 101687 26755 32189 31562 39727 32046 37884 34224 57862 43462 34144 54333 31091 30173 34450 39193 36147 43895 55270 41330 35543 45502 43001 48257 43070 46877 43355 47666 53957 44236 41787 68337 49647 44827 40572 43334 52189 46977 41563 42383 43776 41367 44233 54151 51728 57788 41358 92724 60541 49092 46225 52582 57386 67014 48881 47112 43052 93044 54631 55231 70851 87498 41652 63669 53730 47096 46355 47810 45672 84045 47627 51834 47980 54776 50459 48490 56843 81849 51356 44592 50421 49798 37646 38424 37105 39426 39991 32410 34599 46198 47200 45865 59396 46006 50839 49360 45078 52182 55162 36034 39813 40417 45419 34506 46299 48230 52550 54595 49741 51716 38477 55787 39884 54191 50163 50825 45888 34300 51447 41289 54862 34060 45190 43667 49057 34013 42777 36616 53963 41904 52614 39754 50076 40152 53321 41703 41372 39887 37065 65110 39273 42356 53088 47819 51713 34309 43454 54545 43876 39190 46216 38024 47834 42311 46676 49365 37113 36304 43490 48266 40063 40927 39919 47498 49957 42540 36827 49673 33063 65186 40293 70786 36496 37158 41980 43693 44100 42630 47192 38199 37433 40120 34355 42052 38429 41072 32607 53177 49106 41023 37629 38733 38638 36871 33623 41218 38576 46066 29820 38068 37600 32683 38242 36026 35110 33970 37772 41627 54412 47666 34883 37192 47179 46896 34144 45828 48495 39579 46469 33768 47904 31474 28942 31754 41870 46030 43572 42146 48203 43568 43343 41057 40538 37737 47692 50435 45837 35171 55826 38251 49307 61642 45710 55532 51929 63574 52093 44059 44670 46635 50421 50600 57848 86581 55027 61741 47289 55011 56736 38865 77495 62634 38760 52733 56455 44334 39028 54912 45458 44104 47558 52210 39470 39717 50046 62772 37495 56800 53396 57982 48922 56914 45374 49830 71845 35126 55021 56781 39220 51692 37162 52627 45293 42403 56929 51913 44261 55137 40741 57087 54186 59764 48141 47780 52243 36054 48965 57293 51265 54458 49301 45685 66608 50844 37930 74601 44122 53471 52438 57210 49997 32029 38952 31863 47263 35274 36502 35900 35204 58493 37853 34160 29277 39423 53868 30515 43597 35027 39902 42697 36719 36039 36266 35981 42488 36134 41998 37302 33203 28790 43388 31607 29120 39567 30475 31657 39600 47213 33538 30846 35115 40147 47352 41912 47984 31104 33423 39840 34032 40067 38997 36608 43727 37936 31312 45136 35596 44382 35410 40757 36988 36918 34699 40644 28484 38719 57247 32913 35549 39531 46178 31961 49191 53737 46106 38056 37237 43229 39091 53934 67042 46730 58954 40604 45295 38769 53869 42768 43267 41914 39851 49337 46936 46153 40201 40597 37983 47555 42183 48297 38929 51896 48300 53137 54467 45238 44114 46663 43431 41359 46290 67096 37010 56784 54972 49341 40623 47623 42134 57560 42302 45104 76886 54463 38849 41466 45201 46555 84054 39610 40366 39988 43889 43201 60125 53432 64483 48338 47150 35337 35505 52104 44903 39072 42884 38919 40835 44666 44332 58581 42676 52570 55931 43473 43788 42532 44625 41419 59546 78305 49014 58229 40310 53949 39579 57423 41519 42093 46318 39791 38978 43281 41219 51924 41524 46449 48411 43873 47766 46812 58273 65313 61297 64941 47565 68359 42011 48774 26902 47381 30904 36805 60492 51373 42141 48672 43494 41740 37953 34925 38275 40018 34281 55760 45243 39103 45241 45457 52971 44672 37037 46947 39555 49952 44654 43682 34637 57489 40649 34147 34239 42309 47200 38061 46618 51441 46052 48375 42838 40474 31170 57335 38339 39275 32585 39448 45619 45077 41670 16338 37383 37065 33547 38886 35446 46673 26588 46733 43093 38911 40920 29958 36659 41457 38144 38924 42594 29263 38482 43576 41679 42544 32182 55315 38652 40039 30824 39507 38989 40243 43880 40878 62225 36699 45565 28810 39349 47619 29890 38000 54795 45656 48254 35722 38729 36459 42963 26925 40829 52998 41837 25791 36473 46418 57658 35830 45537 23252 45677 47281 36918 37308 48739 45099 32549 42235 39215 35234 59004 44217 33189 30841 32894 44924 38638 39779 51230 36998 39081 50276 42208 51851 29914 46399 40041 44829 36040 39110 29555 41644 50114 25437 37474 35811 40292 35621 41267 38836 39923 38578 46067 34116 42254 29694 48214 28314 38298 39260 39190 43039 52008 41089 38817 38448 47607 40445 49505 53540 37787 39053 50180 47103 35673 42177 34647 36123 31761 38159 39795 39157 42772 55577 59617 31015 39853 44693 50968 45860 41600 43162 59254 53881 41466 38442 35188 36257 39803 42630 34211 38629 37824 88957 64545 41138 43814 43518 39522 49579 49167 42585 49709 35917 50221 56098 31702 36549 47465 49339 50679 37595 44001 42482 62604 37465 35254 38512 23972 39873 42514 48815 47080 46148 41789 33669 40117 51859 36612 39416 61744 37734 35345 46005 35433 37441 33029 91185 32746 41740 59405 36587 40309 48465 46341 32756 41443 37788 33172 33318 35975 55771 36316 38105 37452 74941 36963 33338 28214 37339 28856 34541 40102 32566 64815 39972 39530 34228 44413 44445 35605 34565 33229 82169 41135 40270 31544 39175 54606 35022 49057 45898 44027 36518 40380 47859 45063 41554 56575 40266 29628 40099 45619 36446 48418 54836 43150 59636 30496 57936 45642 41879 32006 40678 40015 56213 41368 36197 39655 27091 47311 47099 48273 41837 45382 39780 41466 44677 33255 37129 57440 38068 34147 57649 63748 32182 39176 44132 37841 45860 36456 37734 32765 40690 35913 46569 28136 37501 46703 39882 49382 37803 41147 41267 44836 51492 41448 34363 33090 43201 41837 37870 32629 40982 39804 41417 27332 46424 31876 50310 42720 39364 32696 39968 65477 44865 37346 36492 36432 40251 36688 33739 46290 48934 43398 48384 40167 41076 58568 39665 36087 39256 37965 25566 43397 54983 42778 32334 35475 30002 38601 57660 37185 83885 35794 42349 35012 34789 41477 44844 38753 38292 40738 39235 37476 42711 47820 50724 21245 38082 45221 35960 44263 38420 59446 43813 31177 36160 36401 41775 42671 60195 34847 38372 42927 37302 34968 36528 45093 49859 40508 49092 37828 47321 36173 41461 39943 43485 37975 28467 78064 51499 39380 53980 42333 42058 39261 31712 21683 44468 57452 51144 43814 39691 69161 40290 51299 45287 41691 42627 49096 44086 46572 64716 38136 51190 62270 36220 42535 46113 83625 58923 44435 59000 63865 47903 41193 56659 55536 51396 44798 61369 39249 53627 55396 50663 51305 40014 47299 52743 49180 52377 38941 65329 49619 51816 48136 46995 81101 55411 45072 55529 39130 62731 40277 28595 38467 47990 51292 39387 55025 37240 75354 66425 48034 58301 40956 30163 53528 48138 104335 79811 40659 59694 48989 60427 44961 58470 72483 36914 59127 41196 38527 76237 63315 40956 38274 58426 71566 46267 64213 64205 42788 29572 103817 50722 35914 51306 55639 40395 47469 41618 47332 68992 36399 49083 39734 55211 42943 36952 45252 69503 40293 64206 84910 43604 59142 42514 61390 46388 52455 34543 35193 50427 38726 43761 74051 86003 48348 39915 35148 54609 42148 46081 33661 41496 74606 72158 37064 35258 41721 39915 65321 33585 55642 39037 34628 39047 87075 96449 40790 44521 36348 50889 38553 42733 37308 41495 77764 78260 35325 47111 40955 29335 37140 78422 43436 31737 40062 39544 50200 42405 52927 62697 4207 6 47749 44199 43624 43155 60559 48037 46920 62274 43124 51230 49514 39118 50193 42993 45410 43974 58588 48748 68429 60297 41896 44112 45713 45383 50959 38266 40175 40778 58191 55986 54557 50612 68304 48026 44634 60470 50776 46214 51498 36796 44834 31833 49899 33043 31425 42456 36661 27777 28475 34427 31909 29424 37223 34663 40763 43458 40995 39342 41752 57122 43467 34842 29173 31671 21795 36850 39892 34929 34278 40098 27480 36849 35497 45076 34723 39695 39171 42141 33986 35950 53927 36277 35142 35184 31553 27222 34916 33791 37705 34722 35210 27104 39822 39582 42847 30807 43006 40714 47984 42983 59791 47887 44049 67672 50972 44511 58010 43942 63364 58173 49964 45346 49886 50486 44733 58672 41223 46687 55647 50799 54733 38078 47649 60375 45486 60464 56414 50812 47913 42697 50359 55722 58140 45385 46015 37898 49046 47849 53038 48427 63866 80771 48414 63787 53014 55980 45376 61866 43765 58594 40349 70711 53990 41563 49006 59520 49563 48774 42710 43458 59568 43402 73418 80892 52663 47630 57214 53545 37061 42071 63767 46420 50981 45829 41841 41487 38475 43783 50986 52514 47139 38234 46122 43595 44460 50261 59907 70304 57341 44982 41641 12729 14655 14773 16679 16381 16246 16086 14783 15069 14575 25567 17481 21269 16951 16779 27337 16544 17317 21163 14136 20026 15530 14021 15172 21894 21189 19837 14319 12514 15592 14625 33741 21177 15934 21556 18466 15042 14443 16596 16827 14655 12467 12193 18823 14418 17547 16472 11898 14981 15158 14509 15563 14754 16071 12802 15475 15697 16732 15718 14752 19317 16072 14664 16849 22356 15738 14111 15312 25918 23597 28295 12806 17372 17936 12012 15097 15823 15350 SUMMARY OUTPUT
Regression Statistics
Multiple R0.62531446
R Square0.391018174
Adjusted R Square0.390828873
Standard Error9501.216664
Observations 3219
ANOVA
dfSSMSFSignificance F
Regression 11.86467E+111.86467E+112065.587858 0
Residual 32172.90409E+1190273118.09
Total 32184.76876E+11
CoefficientsStandard Errort StatP-valueLower 95%Upper 95%Lower 95.0%Upper 95.0%
Intercept28620.5667394.194336772.60522042 027847.6692329393.4641827847.6692329393.46418
Bachelors (%)984.066363621.6522259945.4487388 0941.6128091026.519918941.6128091026.519918

Data Analysis

r

>

Statistics

.

44

1

01

9

1.21

62

Regression 1

6

6

.

7

1864670566

67

.

7

0

.8

82

11

91

9

6775

49

Standard Error

.1

943366731

0

5220418

0

47.6

2263205

641770035

27847.6692263205 29393.4641770035

93

38

96

0

2

5

941.6128089597 1026.5199182132

SUMMARY OUTPUT
Regression
Multiple R 0 62 53 1 60
R Square 0.3

 91 81 74
Adjusted R Square 0.3

 90 82 88 72
Standard Error 9

50 66 63 67
Observations 3219
ANOVA
df SS MS F Significance F
18

 64 70 56 71 86 71.8 20

 65 58 85 84 77
Residual 3217 2904086208

 92 902

 73 8.08 76
Total 3218 47 68 75 64.7
Coefficients t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 28620.566701662 3

 94 72.6 2

 78 69 293

 93.4
Bachelors (%) 984.0663635864 21.65222

 59 45.44

 87 79 941.

61 80 89 97 1026.5199182132

Education income

Bachelors (%)

,0

.00

.5

7

,3

3

7

,900.80

2

0

1

.98

0

3

0

5

.00

8

6

0

.00

7

0

4

0

1

2

3

5

65.00 9.60

0

8

7.80

.00

0

2

0

0

8

1

0

9.20

5

5

0

8.00

.00

,582.04

.00

2

0

0

8

70.40

41.69

3

0

0

6

0

.00

.00

4

8

0

.00

7.60

9.20

0

9.70

8.70

.00

0

.00

0

.39

14.10

4

6

.00

9

10.40

1

0

8

3

0

7.80

0

.00

126.72

8

0

.00

8

0

.00

0

8

.98

.00

8

6

0

12.10

63.20 8.00

186.51

13.90

.00

3

0

.00

0

.00

3

18.40

.00

0

.00

4

0

18.40

.00

5

0

0

10.00

.00

6

0

9.70

6

0

.00

.00

64.80

.00

145.37

3

69.70 11.20

.00

51.22

0

14.10

.89

0

3

9.10

.00

5

0

8.60

.00

0

0

8.30

.00

7

0

.00

4.65

0

11.00

.00

0

.00

9

34.30

8

0

3

0

.00

2

0

.00

0

2

9

88.90

.00

36.00

0

0

.00

0

1

0

72.98

5

12.40

.00

0

.00

,3

5

3

0

.00

9

72.00

.00

.00

6

0

.00

7

0

.00

0

8

0

98.86

7

88.50

.00

135.56

5

0

9.10

.00

0

1

.00

8

7

.00

0

0

14.20

.00

6

0

11.30

.00

5

7

0

.00

7

9

.00

0

0

13.90

.00

1.80

0

.00

0

12.20

.00

3

0

8.70

82.50

.00

2

0

9.90

7

0

.00

32.00

0

11.90

0

0

15.20

9

0

21.10

.00

1

9

0

11.80

.00

0

12.20

.00

0

10.10

.00

77.50

.00

0.41

0

20.30

,860.21

6

0

12.70

.00

0.00

0

11.90

.00

9

7.30

.00

64.20

.00

1

0

.00

7.40

.00

9

74.80 13.90

.00

4.23

0

10.00

74.10

7.60

73.20

.00

13.37

5

0

0.20

2

9.70

.00

0

12.80

3

0

9.90

.00

66.80 9.60

.00

4

2

65.00 11.10

.00

140.59

9

73.10

.00

14.12

3

0

11.00

.00

72.20 10.50

.00

21.69

4

0

18.00

.00

4

0

11.00

0

10.90

.00

,432.43

69.20 11.00

.00

58.63

73.30 11.20

.00

12.65

0

.00

4

.00

1.84

6

73.30 11.70

.00

12.65

8

66.00

117.88

3

74.80

.00

4.23

3

9

0

13.10

.00

9

9.50

.00

1

8.50

.00

9

7.30

.00

65.00 7.60

.00

140.59

,315.94

9.90

.00

9.40

.00

0

.00

0.55

,898.89

10.10

.00

82.03

10.40

.00

74.30

.00

6.54

64.70 11.30

.00

147.79

3

63.80 8.40

.00

170.49

5

69.80 8.80

49.80

6

0

.00

60.17

3

0

11.80

.00

12.70

.00

0

11.10

.00

7

0

12.40

.00

10.10

.00

2

62.00 6.30

7

72.60 10.90

.00

3

0

19.00

.00

0.29

0

9.00

.00

4

84.40

.00

56.90

69.20 10.60

.00

58.63

4

65.10 9.60

.00

138.23

0

16.40

.00

0

8.40

.00

68.00 8.40

.00

5

2

76.60

.00

0.07

0

9.20

.00

10.30

.00

68.00 9.80

.00

78.45

74.50

.00

5.56

0

11.50

.00

0

79.50

.00

6.99

72.90

.00

15.66

8

60.60 8.00

.00

264.29

9

0

10.90

.00

4

3

1

0

.00

.00

84.00 16.60

.00

5

82.30

.00

29.63

6

0

.00

78.20

0

64.00 10.60

.00

0

35.00

.00

.23

3

71.60 11.00

.00

27.64

5

0

.00

.00

0

10.70

69.84

84.90 23.00

.00

.92

59.00 10.30

.00

82.30 17.10

.00

29.63

68.50

.00

69.84

68.80 10.40

.00

64.92

77.30 12.10

.00

0.20

0

10.70

.00

9

0

.00

65.40 12.00

.00

131.26

.00

85.10 20.20

.00

80.80 20.20

63.80 11.00

.00

170.49

0

12.40

.00

0

28.90

.00

0

.00

71.52

80.40 26.40

.00

12.55

90.30

.00

1

79.50

.00

6.99

0

.00

3

4

88.00 17.50

.00

4

75.00 16.60

.00

3.45

83.30

.00

41.51

2

17.10

0

.00

7.06

29.50

.00

2

2

0

45.00

.00

71.20

.00

32.00

3

26.70

.00

4

0

39.00

.00

0

.00

5.49

83.40

.00

42.81

83.20

.00

83.30 16.60

.00

41.51

0

.00

1

83.80

.00

48.20

83.80

48.20

84.90 28.50

.00

64.69

,403.99

70.40 14.10

.00

41.69

,830.13

73.00 15.30

.00

11.30

.00

81.00 15.50

.00

0

11.50

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84.30

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55.40

0

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6

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8.66

71.80 10.30

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25.57

8

4

78.80

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3.78

82.60 27.00

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32.98

0

37.00

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0

29.00

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1

78.50 14.00

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2.70

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0.12

52.40

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8

88.50

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135.56

9

84.10 14.20

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52.46

8

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72.10

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22.63

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74.94

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0.41

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90.30 26.70

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180.71

80.10 17.60

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10.52

0

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4.17

3

76.00 13.50

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0.73

97.00

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0

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3

7

1

91.30 31.80

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13.50

85.40 23.80

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72.98

2

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34.50

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94.10

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297.32

0

34.90

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77.80 16.10

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0.89

0

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91.80

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223.29

16.10

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77.00

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6

79.50 19.50

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6.99

0

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92.30

0

238.49

2

0

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0.00

0

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82.30 14.60

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29.63

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85.00 22.00

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7

31.20

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79.60 12.50

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7.52

0

21.00

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18.00

18.70

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0

13.50

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75.70 15.40

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1.34

93.40 36.80

.00

273.67

30.30

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19.90

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22.50

0

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6

72.00 11.90

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23.59

0

18.30

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7

19.50

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0

0

18.80

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1.54

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8

70.00

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47.02

0

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13.40

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93.30

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270.37

94.00

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8

0

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7.52

79.50 15.50

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6.99

84.40

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9

82.40

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30.72

0

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0

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83.00

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86.00

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0

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79.60 19.00

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4

29.50

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74.70

0

16.60

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0.13

77.80

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88.10

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71.90 8.20

24.57

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17.16

74.20 8.40

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7

86.30

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89.17

82.00 24.50

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26.45

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69.10 7.70

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60.17

0

17.60

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78.30 13.20

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2.08

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81.80

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24.43

74.70 10.90

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4.65

63.50 8.40

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178.41

0 6.80

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0

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82.10 21.00 45,356.00 27.49 267,116.86

85.90 21.20

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81.78

68.30 12.40

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73.22

70.70

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37.91

72.40 9.40

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19.87

69.80 9.80

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49.80

72.60 10.10

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18.12

62.90 7.30

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194.80

58.00 8.40

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8.20

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0

78.50 12.70

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2.70

74.50

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5.56

80.80 25.10

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15.55

65.20 8.80

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135.89

81.60 23.10

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22.50

69.10 12.80

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60.17

73.20

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13.37

68.20 7.20

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74.94

79.80 16.60

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8.66

82.30 21.10

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29.63

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89.10

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149.89

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73.90 10.60

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8.74

65.60 7.40

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126.72

67.50

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87.55

81.40

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20.64

6

78.20 13.70

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1.80

85.30

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71.28

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67.90 21.70

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80.23

84.90

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64.69

81.00

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17.16

88.00

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8

65.10 8.90

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138.23

81.80 26.10

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24.43

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0

15.70

5.03

0

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5

77.60 13.10

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0.55

84.00 22.90

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51.02

74.80 14.90

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4.23

70.40 9.40

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41.69

8

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0.71

4

85.40 22.90

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72.98

0

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88.70 31.00

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140.26

77.30 12.20

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0.20

73.20 10.50

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13.37

70.00 8.90

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47.02

72.50 7.50

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18.98

82.00 17.60

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26.45

15.70

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2.38

76.00 16.20

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0.73

71.20 9.20

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32.00

0

8.40

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56.30 6.90

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67.70 6.60

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83.85

66.00 10.70

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117.88

6

72.60 16.20

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18.12

0

65.40 8.60

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131.26

73.30 10.90

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12.65

71.80 14.10

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25.57

65.80 9.50

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122.26

2

66.00 9.40

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117.88

8

77.20

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0.12

12.50

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26.60

72.50 6.20

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18.98

1

67.50 11.30

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87.55

79.00

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1.09

9.50

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4

69.80 8.60

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49.80

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0

11.70

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83.30 16.00

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41.51

56.90 10.20

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4

71.10

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33.14

76.00 13.80

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0.73

65.10 6.40

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138.23

1

25.00

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11.18

25.00

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0

7.70

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84.40 27.00

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56.90

81.00

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17.16

64.30 10.10

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157.68

8

80.10 16.60

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10.52

0

10.40

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88.80 39.80

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142.63

64.80 10.00

.00

145.37

64.90

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87.90 32.00

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121.95

64.60 8.10

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150.23

81.60

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22.50

67.30 6.80

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91.34

65.90 12.80

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120.06

67.00 10.90

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97.16

79.50

.00

6.99

69.70 12.10

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51.22

85.10

.00

67.95

66.30 11.60

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111.45

5

68.50 9.60

.00

69.84

0

.00

81.10 19.20

.00

18.00

4

68.40

.00

71.52

2

60.50 8.40

.00

267.55

78.90 13.60

.00

4.17

0

9.80

.00

93.26

0

10.10

.00

65.70 9.00

.00

124.48

0

10.40

.00

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71.50

.00

28.70

85.70

.00

78.20

67.00 10.30

.00

97.16

84.00

.00

51.02

66.00 12.90

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117.88

6.50

.00

115.71

0

23.80

.00

4

65.90 10.60

.00

120.06

10.60

.00

55.61

70.10 17.60

.00

45.66

5

87.30 34.10

.00

109.06

3

70.90 15.80

.00

35.49

2

70.50 18.70

.00

62.20 9.80

.00

214.83

.90

0

63.00 9.00

.00

79.00 21.10

.00

4.59

71.10 13.50

.00

33.14

66.00 7.30

.00

117.88

8

19.50

.00

84.30 19.80

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55.40

67.70 9.90

.00

83.85

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11.70

.00

69.70 11.50

.00

51.22

63.30 9.40

.00

183.79

0

9.10

.00

8

62.00

.00

220.73

6

62.40 7.80

.00

209.01

77.90 15.00

.00

1.09

71.30 11.30

.00

30.88

67.00 8.80

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97.16

70.30 14.40

.00

42.99

81.30 17.00

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19.74

86.80 14.50

.00

98.86

71.00 10.10

.00

34.30

74.30 5.80

.00

6.54

77.70

.00

0.71

72.00 17.60

.00

23.59

.76

11.70 41,090.00 103.17 14,056,249.53

71.20 11.10

.00

32.00

63.20 10.00

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186.51

70.80 10.90

.00

36.69

65.40 8.90

.00

131.26

65.80 10.80 41,026.00 122.26 14,540,238.84

11.30

.00

65.30 9.10

.00

133.57

77.70 17.10

.00

0.71

71.40 13.50

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29.78

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74.00 18.70

.00

0

7.20

.00

78.90 20.30

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4.17

74.70 14.50

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4.65

39.80

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72.10

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22.63

80.80 15.20

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15.55

73.40 16.80

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11.95

70.20 15.60

.00

44.32

69.80 10.10

.00

49.80

75.30 14.00

.00

2.42

63.30 8.00

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183.79

73.40 12.90

.00

11.95

14.40

.00

1.84

0

6.10

17.60

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2.12

62.40 9.50

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209.01

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78.00 18.70

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1.31

7

82.40

.00

30.72

70.00 13.70

.00

47.02

0

10.20

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67.90 8.60

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80.23

67.80 12.50

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82.03

71.10 14.10

.00

33.14

63.20 9.30

.00

186.51

69.90 19.30

.00

48.40

64.80 7.90

.00

145.37

56.20 8.40

.00

426.71

66.30 7.90

.00

111.45

63.60 8.50

.00

175.75

63.60 8.30

.00

175.75

10.70

.00

73.50 16.80

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11.27

8

67.90 15.60

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80.23

4

67.30 12.70

.00

91.34

0

17.40

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3.09

8.50

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73.00 18.00

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14.88

67.70 10.50

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83.85

63.20 5.40

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186.51

74.20 12.50

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7.06

66.70 11.50

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103.17

66.80 10.20

.00

101.14

73.50 13.00

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11.27

70.30 11.40

.00

42.99

57.10 8.00

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68.30 10.50

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73.22

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70.10 11.60

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45.66

9.10

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67.90 7.10

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80.23

76.00 15.40

.00

0.73

63.00 12.80

.00

192.02

68.20 7.00

.00

74.94

65.00 12.00

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140.59

70.40 9.60

.00

41.69

68.30 8.60

.00

73.22

.00

0

27.90

.00

63.09

1

39.50 10.20

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4

83.30 19.40

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41.51

83.40

.00

42.81

0

31.20

.00

1

80.80 14.90

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15.55

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24.90

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85.50 11.70

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74.70

79.80 11.40

.00

8.66

2

14.40

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90.20

.00

86.30 19.90

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89.17

.04

85.60 16.90

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76.44

26.10

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80.00 14.70

.00

9.88

0

82.60 13.00

.00

32.98

88.40

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133.24

76.00 14.90

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0.73

86.60 15.90

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94.93

76.90 13.90

.00

0.00

64.00 12.60

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165.30

80.10 13.40

.00

10.52

0

17.40

.00

58.41

87.20 17.30

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106.98

0

13.60

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80.40 12.00

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12.55

79.40 11.40

.00

6.47

72.60 12.00

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18.12

14.40

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84.40 15.20

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56.90

75.10 14.00

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3.09

87.30

.00

109.06

91.00 41.00

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82.50

.00

31.84

84.20

.00

53.92

77.40 13.00

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0.29

88.50

.00

135.56

73.70 10.10

.00

9.97

4

85.50 18.90

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74.70

86.40 15.00

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91.07

67.60 10.20

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85.69

74.50 10.60

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5.56

74.70 14.30

.00

4.65

77.90 10.20

.00

1.09

4

87.30 28.10

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109.06

81.30 16.00

.00

19.74

88.90 26.30

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145.03

76.60 12.70

.00

0.07

17.60

.00

67.00 6.90

.00

97.16

72.80 15.00

.00

80.80 14.50

.00

15.55

9

63.30 9.20

.00

183.79

4

84.10 15.70

.00

52.46

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9.40

9.26

83.30 13.10

.00

41.51

80.00 12.60

.00

9.88

91.00 38.00

200.02

81.00 10.50

.00

17.16

2

80.00 13.60

.00

9.88

0

9.70

.00

77.40 13.00

.00

0.29

82.90 20.80

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36.52

77.70 28.00

.00

0.71

79.30 10.30

.00

5.97

80.20 10.10

.00

11.18

87.50

.00

113.27

13.40

.00

79.30 13.80

.00

5.97

90.00 41.70

.00

81.40

.00

20.64

82.30 9.80

.00

29.63

83.40 15.10

.00

42.81

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72.20 9.00

.00

21.69

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3

86.00 13.90

.00

83.59

76.70 11.30

.00

0.02

78.30 11.40

.00

2.08

7.70

.00

78.90 10.10

.00

4.17

86.90 15.20

.00

100.86

74.30 10.50

.00

6.54

.96

85.70 15.60

.00

78.20

68.10 9.60

.00

76.69

82.40 10.00

.00

30.72

84.50 15.70

.00

58.41

80.30 11.80

.00

11.85

85.20 32.00

.00

69.61

82.60 11.20

.00

32.98

77.00 13.70

.00

0.02

82.50 12.60

.00

31.84

83.60 15.20

.00

45.47

11.70

.00

80.20 27.70

.00

11.18

79.80 15.00

.00

8.66

.00

81.80 14.60

.00

24.43

86.60

.00

94.93

81.40 13.30

.00

20.64

81.30 9.70 39,083.00 19.74 33,133,452.91

80.20 13.20

.00

11.18

78.10 12.60

.00

1.54

80.40 14.20

.00

12.55

86.90 26.90

.00

100.86

89.20 27.70

.00

152.35

90.70 36.20

.00

191.63

83.20 16.90

.00

40.23

82.10 11.80

.00

27.49

84.30 19.20

.00

55.40

79.10 12.10

.00

5.03

85.00 14.50

.00

66.31

79.90 11.20

.00

9.26

76.50 10.70

.00

0.13

88.30

130.94

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84.90 12.60

.00

64.69

87.20

.00

106.98

77.10 11.20

.00

0.06

79.90 19.90

.00

9.26

78.80 14.70

.00

3.78

17.00

.00

83.80

.00

48.20

72.30 10.10

.00

20.77

88.70 21.00

.00

140.26

79.60 9.90

.00

7.52

10.50

.00

70.70 7.10

.00

37.91

83.80 12.10

.00

48.20

71.30 8.60

.00

30.88

83.40 15.20

.00

42.81

82.60 17.10

.00

32.98

80.90 19.30

.00

16.35

12.10

.00

0.57

88.10

.00

126.40

83.60 11.70

.00

45.47

83.10 12.10

.00

38.97

82.90 11.50

.00

36.52

83.40 13.40

.00

42.81

84.10 15.60

.00

52.46

85.00 18.10

.00

66.31

74.80 15.80

.00

4.23

78.70 12.50

.00

3.40

82.20 12.50

.00

28.55

82.30 15.80

.00

29.63

8

79.10 13.40

.00

5.03

10.00

.00

2.75

74.60 10.40

.00

5.09

79.80 11.30

.00

8.66

86.90 25.50

.00

100.86

79.80 17.20

.00

8.66

81.40 19.40

.00

20.64

87.80 21.10

.00

119.75

80.00 10.70

.00

9.88

85.70 22.70

.00

78.20

83.80 22.00

.00

48.20

86.30 13.00

.00

89.17

81.30 10.30

.00

19.74

88.30 27.60

.00

130.94

83.60 18.50

.00

45.47

83.20 12.90

.00

40.23

81.80 12.00

.00

24.43

79.90 14.30

.00

9.26

82.30 12.80

.00

29.63

80.10 10.10

.00

10.52

0

8.40

.00

71.80 9.70

.00

25.57

82.00 15.40

.00

26.45

79.10 11.50

.00

5.03

84.70 12.40

.00

61.51

81.60 20.40

.00

22.50

80.20 14.50

.00

11.18

75.70 15.50

.00

1.34

73.70 7.80

.00

9.97

82.40 20.40

.00

30.72

80.70 10.10

.00

14.77

76.10 12.50

.00

0.57

80.20 10.30

.00

11.18

80.90 12.40

.00

16.35

79.20 14.10

.00

5.49

79.20 10.50

.00

5.49

48.90

.00

87.80 22.20

.00

119.75

80.30 13.10

.00

11.85

88.50 23.10

.00

135.56

79.60 11.70

.00

7.52

.69

83.30 18.10

.00

41.51

85.00 14.20

.00

66.31

6

79.80 11.50

.00

8.66

82.40 13.00

.00

30.72

78.50 9.90

.00

2.70

81.00 16.40

.00

17.16

8.40

.00

0.43

85.70 23.10

.00

78.20

81.70 14.40

.00

23.45

81.60 14.90

.00

22.50

60.20 8.90

.00

80.70 16.20

.00

14.77

80.60 14.00

.00

14.01

77.40 10.70

.00

0.29

80.10 14.40

.00

10.52

81.60 25.40

.00

22.50

79.80 14.90

.00

8.66

74.20 8.80

.00

7.06

0

10.40

.00

88.50 39.60

.00

135.56

85.70 14.70

.00

78.20

80.70 12.60

.00

14.77

78.70 9.60

.00

3.40

77.30 11.10

.00

0.20

78.40 11.60

.00

2.38

73.80 10.20

.00

9.35

74.90 9.20

.00

3.83

80.50 11.60

.00

13.27

74.80 9.60

.00

4.23

75.60 8.40

.00

1.58

88.30

.00

130.94

84.40 14.80

.00

56.90

79.80 10.30

.00

8.66

81.20 13.10

.00

18.86

79.60 9.90

.00

7.52

78.90 11.50

.00

4.17

79.60 10.30

.00

7.52

82.40 23.60

.00

30.72

71.40 8.80

.00

29.78

79.80 12.70

.00

8.66

81.20 13.00

.00

18.86

72.00 8.40

.00

23.59

84.30 15.50

.00

55.40

80.80 9.40

.00

15.55

71.40 7.60

.00

29.78

87.80

.00

119.75

83.70 12.40

.00

46.83

79.90 11.10

.00

9.26

83.10 19.30

.00

38.97

81.20 11.20

.00

18.86

81.00 21.40

.00

17.16

81.70 13.70

.00

23.45

85.00 14.00

.00

66.31

86.30 21.80

.00

89.17

75.20 10.20

.00

2.75

78.10 13.70

.00

1.54

87.30 14.30

.00

109.06

82.10 10.50

.00

27.49

6

86.20 13.30

.00

87.29

87.80 11.20

.00

119.75

84.50 12.00

.00

58.41

81.40 14.40

.00

20.64

.01

81.40 12.20

.00

20.64

82.50 12.30

.00

31.84

87.80 13.90

.00

119.75

23.00

.00

9

89.00 18.80

.00

.00

84.60 12.70

.00

59.95

81.30 18.70

.00

19.74

82.20 12.40

.00

28.55

85.40 15.40

.00

72.98

83.70 16.00

.00

46.83

85.90 16.60

.00

81.78

87.70 16.30

.00

117.57

87.30 20.30

.00

109.06

87.50 15.20

.00

113.27

83.40 12.20

.00

42.81

84.40 12.10

.00

56.90

88.00 16.30

.00

124.17

82.60 12.80

.00

32.98

85.60 14.40

.00

76.44

78.50 12.40

.00

2.70

89.50 26.80

.00

78.90 11.40

.00

4.17

81.70 15.10

.00

23.45

85.10 13.00

.00

67.95

16.00

.00

79.98

89.20 21.30

.00

152.35

85.20 21.30

.00

69.61

82.20 13.00

.00

28.55

84.80 13.80

.00

63.09

85.90 14.80

.00

81.78

84.00 14.50

.00

51.02

85.00 14.00

.00

66.31

85.60 14.60

.00

76.44

86.50 17.20

.00

92.99

85.40 14.90

.00

72.98

87.30 17.50

.00

109.06

85.80 15.40

.00

79.98

85.70 17.10

.00

78.20

85.00 12.70

.00

66.31

16.20

.00

85.43

79.30 12.60

.00

5.97

86.30 15.40

.00

89.17

85.00 13.60

.00

66.31

87.00 15.80

.00

81.50 12.10

.00

86.80 15.90

.00

98.86

88.10 31.20

.00

126.40

0

.00

85.30 12.70

.00

71.28

84.00 11.60

.00

51.02

85.60 13.60

.00

76.44

83.60 12.50

.00

45.47

90.60 27.70

.00

188.87

0

12.70

.00

8.08

79.10 11.10

.00

5.03

78.70 14.20

.00

3.40

14.40

.00

82.60 16.50

.00

32.98

84.00 18.90

.00

51.02

82.30 17.00

.00

29.63

83.20 16.30 54,617.00 40.23 95,606,027.73

84.40 12.80

.00

56.90

81.70 13.40

.00

23.45

4

82.20 12.60

.00

28.55

309.00

81.80 12.90

.00

24.43

.71

80.30 17.20

.00

11.85

80.70 14.70

.00

14.77

81.10 13.40

.00

18.00

85.50 16.60

.00

74.70

83.70 13.90

.00

46.83

19.30

.00

86.60 15.00

.00

94.93

88.30

.00

130.94

84.00 15.00

.00

51.02

86.70 18.50

.00

96.88

.10

13.40

.00

84.20 13.60

.00

53.92

86.30 24.90

.00

89.17

86.60 15.30

.00

94.93

80.40 19.80

.00

12.55

.00

84.20 12.90

.00

53.92

83.30 12.00

.00

41.51

87.30 14.70

.00

109.06

82.70 11.80

.00

34.14

81.50 14.60

.00

21.56

90.00 21.20

.00

172.74

82.50 16.40

.00

31.84

12.10

.00

49.60

84.20 16.90

.00

53.92

87.30 16.50

.00

109.06

84.10 20.50

.00

52.46

81.40 18.90

.00

20.64

86.00 12.70

.00

83.59

84.40 13.50

.00

56.90

83.10 15.20

.00

38.97

81.90 11.70

.00

25.43

84.70 18.00

.00

61.51

85.80 21.00

.00

79.98

82.30 16.60

.00

29.63

84.20 17.80

.00

53.92

84.60 19.00

.00

59.95

87.30 20.40

.00

109.06

2

87.10 19.60

.00

104.92

5

81.00 12.30

.00

17.16

.10

80.30 11.30

.00

11.85

85.50 16.00 39,390.00 74.70 29,693,415.67

.95

87.40 22.10

.00

111.15

87.00 16.50

.00

102.88

85.50 18.00 40,882.00 74.70

86.90 20.10

.00

100.86

91.30 15.10

.00

208.60

85.40 18.30

.00

72.98

84.50

.00

58.41

86.40 15.40 38,950.00 91.07 34,682,282.20

86.40 15.20

.00

91.07

80.20 14.80

.00

11.18

92.40

.00

241.58

81.20 16.30

.00

18.86

80.00 10.60

.00

9.88

87.20 29.20

.00

106.98

84.80 16.40

.00

63.09

14.30

.00

89.44

69.90 16.40

.00

48.40

85.30 16.50

.00

71.28

.77

86.00 17.10

.00

83.59

84.50 18.40

.00

58.41

83.60 17.40

.00

45.47

71.50 15.20 51,304.00 28.70 41,794,072.04

73.60 16.30

.00

10.61

83.70 17.40

.00

46.83

80.90 14.50

.00

16.35

76.70 17.40

.00

0.02

83.80 14.00

.00

48.20

85.30 23.00

.00

71.28

74.80 17.50

.00

4.23

86.90 19.70

.00

100.86

87.70 15.40

.00

117.57

88.90 17.90

.00

145.03

87.60 13.80

.00

115.41

.00

75.80 15.00

.00

1.12

.82

84.70 17.80

.00

61.51

85.20 18.90 40,647.00 69.61 17,574,260.06

83.00 15.90

.00

37.74

88.50 18.50

.00

135.56

86.50 23.10

.00

92.99

85.00 17.40

.00

66.31

80.90 12.70

.00

16.35

86.70 17.50

.00

96.88

81.80 23.00

.00

24.43

85.90 22.20

.00

81.78

84.40 17.90

.00

56.90

85.10 13.20

.00

67.95

80.30 19.60

.00

11.85

87.50 19.40

.00

113.27

3

88.10 16.90

.00

126.40

81.20 16.00

.00

18.86

84.70 16.00

.00

61.51

81.90 17.60

.00

25.43

83.70 14.60

.00

46.83

83.50 15.00 41,408.00 44.13 11,772,903.63

84.40 17.90

.00

56.90

84.80 15.40

.00

63.09

85.50 14.30

.00

74.70

.77

84.80 15.50 37,518.00 63.09 53,599,479.09

86.20 16.30

.00

87.29

84.80 21.80

.00

63.09

84.40 16.10

.00

56.90

89.20 22.70

.00

152.35

,350.16

86.30 21.00

.00

89.17

84.70 15.90 41,328.00 61.51 12,328,290.27

82.70 17.30

.00

34.14

0

14.90 39,255.00

31,182,915.63

83.40 17.50

.00

42.81

40.50

.00

87.10 15.40

.00

104.92

82.80 16.40

.00

35.32

83.10

.00

38.97

87.00 20.40

.00

102.88

84.50 23.00

.00

58.41

,155.64

.08

85.10 25.40

.00

67.95

63.70 13.60

.00

88.10 26.00

.00

126.40

87.80 15.90

.00

119.75

.85

86.60 15.00

.00

94.93

4

84.60 16.70

.00

59.95

.49

82.90 18.40

.00

36.52

78.00 16.90

.00

1.31

.83

80.50 17.50

.00

13.27

86.30 15.70

.00

89.17

25.00

.00

251.00

84.30 14.00

.00

55.40

89.90 17.30

.00

170.12

84.00 17.20

.00

51.02

81.20 15.20

.00

18.86

,944.51

77.70 15.50

.00

0.71

81.10 10.90

.00

18.00

83.40 11.40

42.81

74.00 12.00

.00

8.16

60.10 10.90

.00

64.50 9.10

.00

80.40 12.00

.00

12.55

76.30 10.60

.00

0.31

11.10

.00

59.00 10.10

.00

318.87

56.60 9.00

.00

85.10 22.80

.00

67.95

75.40 13.50

.00

2.12

78.00 14.10

.00

1.31

76.60 19.30

.00

0.07 276,500.86

9.50

.00

52.66

88.29

10.00

.00

0

7.40

.00

76.00 9.20

.00

0.73

60.70 6.40

.00

261.05

73.10 10.00

.00

14.12

77.90 24.00

.00

1.09

80.80 20.50

.00

15.55

73.40 10.60

11.95

68.10 8.30

.00

76.69

64.40 8.90

.00

7.40

.00

77.20 12.50

.00

0.12

75.00 15.60

.00

3.45

8.00

.00

753.89

8.00

.00

67.00 7.30

.00

97.16

56.00 7.10

.00

80.70 17.00

.00

14.77

61.70 4.90

.00

229.74

7.80

.00

58.50 6.90

.00

336.98

85.80 35.60 51,251.00 79.98 41,111,608.69

66.50 8.80

.00

107.27

61.30 9.70

.00

242.02

78.80 23.80

.00

3.78

69.50 11.50

.00

54.13

68.00 6.90

.00

78.45

69.40 10.50

.00

55.61

72.40 9.40

.00

19.87

.14

73.40 12.60

.00 11.95 25,960,721.78

7.70

.00

61.40 9.10

.00

238.92

75.10 11.50

.00

3.09

77.20 8.10

.00

0.12

82.30 15.40

.00

29.63

6

8.90

.00

74.20 10.60

.00

7.06

58.20 7.00

.00

78.30 13.80

.00

2.08

73.40 9.80

.00

11.95

64.40 8.80

.00

155.18

71.30 10.60

.00

30.88

6.80

.00

81.80 24.80

.00

24.43

79.10 21.50

.00

5.03

63.80 9.30

.00

170.49

82.10 22.90

.00

27.49

.99

58.70 10.20

.00

329.68

,967.58

8.80

.00

71.00 10.90

.00

34.30

10.60

.00

58.20 6.60

.00

348.09

6.30

.00

6.30

.00

58.50 7.70

.00

336.98

57.40 6.40

.00

378.58

64.60 8.40

.00

150.23

74.30 8.40

.00

6.54

68.50 9.60

.00

69.84

68.00 10.10

.00

78.45

80.30 18.10

.00

11.85

52.60 6.70

.00

588.40

70.80 8.70

.00

36.69

75.20 21.80

.00

2.75

6.30

.00

70.50 9.10

.00

40.41

76.90 13.70

.00

0.00

54.00 9.00

.00

73.30 14.40

.00

12.65

77.90 11.30

.00

1.09

8.40

.00

370.83

75.80 13.50

.00

1.12

58.00 6.60

.00

355.59

57.80 8.40

.00

363.17

70.50 13.40

.00

40.41

7.70

.00

65.80 8.10

.00

122.26

79.00 13.40

.00

4.59

62.90 7.50

.00

194.80

67.00 7.40

.00

97.16

86.50

.00

92.99

67.90 9.10

.00

80.23

7.70

.00

72.80 9.70

.00

16.46

0

8.90

.00

61.80 9.90

.00

226.71

0

6.50

.00

65.60 10.50

.00

126.72

0

8.70

.00

0

8.30

.00

70.90 21.90

.00

35.49

61.80 9.60

.00

226.71

80.50 20.30

.00

13.27

79.10 18.70

.00

5.03

73.60 11.90

.00

10.61

75.40 11.10

.00

2.12

68.00 12.20

.00

78.45

63.50 9.20

.00

178.41

72.10 12.00

.00

22.63

70.70 7.60

.00

37.91

76.90 10.90

.00

0.00

80.30

.00

11.85

68.80 13.30

.00

64.92

5

57.80 7.20

.00

363.17

70.90 7.10

.00

35.49

61.30 13.40

.00

242.02

53.60 10.60

.00

82.60 25.90

.00

32.98

64.70 9.40

.00

147.79

63.20 9.30

.00

186.51

79.60 14.50

.00

7.52

0

7.40

.00

8.30

.00

75.00 13.80

.00

3.45

71.90 11.50

.00

24.57

83.00 18.10

.00

37.74

.43

78.70 20.60

.00

3.40

77.00 16.90

.00

0.02

65.40 8.80

.00

131.26

68.10 7.90

.00

76.69

61.40 9.40

.00

238.92

65.70 12.40

.00

124.48

64.60 9.60

.00

150.23

70.30 10.20

.00

42.99

83.90 30.80

.00

49.60

57.90 12.30

.00

7

70.70 11.30

.00

37.91

9.50

.00

61.40 9.80

.00

238.92

73.10 9.80

.00

14.12

66.90 11.20

.00

99.14

4

65.70 9.60

.00

124.48

73.60 12.90

.00

10.61

79.30 21.50

.00

5.97

69.40 9.90

.00

55.61

79.80 25.50

.00

8.66

66.30 12.40

.00

111.45

68.50 11.20

.00

69.84

80.40 31.80

.00

12.55

77.20 11.40

.00

0.12

63.40 11.00

.00

66.60 9.70

.00

105.21

72.70 18.40

.00

17.28

74.70

.00

4.65

22.70

.00

3.04

68.70 10.80

.00

66.54

69.10 12.80

.00

60.17

74.60 16.50

.00

5.09

67.40 8.70

.00

89.44

61.90 12.80

.00

223.71

70.80 11.10

.00

36.69

73.10 8.90

.00

14.12

80.00 17.50

.00

9.88

67.50 11.20

.00

87.55

73.90 10.10

.00

8.74

76.90 12.90

.00

0.00

1

62.00 10.70

.00

220.73

62.90 8.50

.00

194.80

65.90 9.40

.00

120.06

83.90

.00

49.60

71.50 16.30

.00

28.70

63.20 14.80

.00

186.51

67.10 12.30

.00

95.20

71.70 11.80

.00

26.60

65.60 10.70

.00

126.72

80.10 13.50

.00

10.52

68.20 10.90

.00

74.94

7

70.80 12.60

.00

36.69

73.40 11.10

.00

11.95

59.50 9.50

.00

301.27

10.60

.00

65.40 9.40

.00

131.26

79.80 14.40

.00

8.66

76.90 14.60

.00

0.00

0

34.20

.00

85.20 20.90

.00

69.61

87.80

.00

119.75

85.20 20.70

.00

69.61

87.50 26.20

.00

113.27

.47

87.90 26.60

.00

121.95

82.40 15.70

.00

30.72

85.70 20.30 44,121.00 78.20 515,763.14

80.30 13.30

.00

11.85

88.00 25.00

.00

124.17

80.80 11.80

.00

15.55

84.60

.00

59.95

79.90 14.70

.00

9.26

.22

86.50 22.90

.00

92.99

.55

79.90 14.10

.00

9.26

86.40 30.60

.00

91.07

3

84.30 30.60

.00

55.40

.13

86.90 22.50

.00

100.86

75.00 12.10

.00

3.45

85.30 24.80

.00

71.28

81.20 16.40

.00

18.86

85.80 20.00

.00

79.98

74.20 12.00

.00

7.06

87.10 30.00

.00

104.92

79.20 13.80

.00

5.49

86.70

.00

96.88

93.10 52.90

.00

263.83

78.80 21.70

.00

3.78

90.30

.00

180.71

84.90

.00

64.69

84.20 25.40

.00

53.92

85.30 22.60

.00

71.28

69.50 11.60

.00

54.13

84.40

.00

56.90

77.80 14.60

.00

0.89

80.70 21.90

.00

14.77

81.70 21.60

.00

23.45

68.40 19.10

.00

71.52

,438.13

91.80

.00

223.29

85.10 26.00

.00

67.95

73.20 19.90

.00

13.37

.00

84.60

.00

59.95

88.00

.00

124.17

79.20 20.50

.00

5.49

37.90

.00

88.50 43.60

.00

135.56

91.60 38.40

.00

217.35

91.30 42.90

.00

208.60

87.60 27.80

.00

115.41

78.10

.00

1.54

83.50 26.90

.00

44.13

79.70 10.90 40,372.00 8.08 19,955,576.64

81.50 14.70 46,203.00 21.56 1,860,041.78

82.30 15.80

.00

29.63

83.10 13.20

.00

38.97

84.60 19.40

.00

59.95

76.80 9.10

.00

0.00

80.60 10.90

.00

14.01

86.80 14.70

.00

98.86

82.40 14.20

.00

30.72

85.40 20.00

.00

72.98

81.90 19.60

.00

25.43

80.00 10.60

.00

9.88

83.20 16.00

.00

40.23

80.40 12.10

.00

12.55

.60

86.00 19.80

.00

83.59

81.90 13.90

.00

25.43

82.40 15.00

.00

30.72

76.10 8.80 37,132.00 0.57 59,400,415.63

89.20 21.20

.00

152.35

80.80 12.90

.00

15.55

86.10 17.10

.00

85.43

88.80 16.70

.00

142.63

89.50 21.70

.00

159.84

89.00 26.20

.00

147.45

83.10 16.20

.00

38.97

78.30 9.20

.00

2.08

85.50 15.80

.00

74.70

26.10

.00

,250.03

83.50 12.90

.00

44.13

83.10 12.00

.00

38.97

84.60 23.00

.00

59.95

78.30 10.90

.00

2.08

88.10 33.00

.00

126.40

83.40 10.80

.00

42.81

77.90 11.30

.00

1.09

84.80 13.70

.00

63.09

86.10 23.90

.00

85.43

84.20 16.30

.00

53.92

88.80 31.20

.00

142.63

80.00 9.70

.00

9.88

84.60 25.80

59.95

83.70 19.10

.00

46.83

7

72.20 7.80

.00

21.69

.99

84.50 12.70

.00

58.41

90.70

191.63

,806.25

83.40 16.30

.00

42.81

91.40 28.20

.00

211.50

75.50 11.80

.00

1.84

82.50 14.90

31.84

82.90 17.60

.00

36.52

81.40 14.20

.00

20.64

88.50 23.70

.00

135.56

82.70 15.90

.00

34.14

83.80 19.10

.00

48.20

83.50 11.00

.00

44.13

89.00

.00

147.45

78.60 10.20

.00

3.04

83.10 14.30

.00

38.97

81.20 10.80

.00

18.86

74.80 8.20

.00

4.23

83.10 13.90

.00

38.97

78.70 11.40

.00

3.40

89.30

.00

154.83

79.80 12.60

.00

8.66

75.00 9.60

.00

3.45

83.80 13.00

.00

48.20

.48

80.50 11.30

.00

13.27

73.70 8.00

9.97

85.50 17.40

.00

74.70

86.60 26.00

.00

94.93

77.00 11.50 40,750.00 0.02 16,721,282.76

79.50 10.90

.00

6.99

81.60 15.90

.00

22.50

82.80 12.60

.00

35.32

78.60 12.70

.00

3.04

79.70 10.00

.00

8.08

79.40 11.30

.00

6.47

84.40 13.70

.00

56.90

81.20 10.60

18.86

78.90 14.30

.00

4.17

91.50

.00

77.00 17.20

.00

0.02

82.00 15.30

.00

26.45

80.40 11.30

.00

12.55

91.00 21.30

.00

200.02

82.90 16.70

.00

36.52

83.40

.00

42.81

84.90 17.20 54,025.00 64.69 84,379,536.88

79.00 11.40

.00

4.59

87.70 26.60

.00

117.57

.79

81.70 16.50

.00

23.45

84.30 14.90

.00

55.40

91.40 34.30

.00

211.50

83.90 16.60

.00

49.60

81.60 13.70

.00

22.50

88.70 15.30

.00

140.26

86.70 24.70

.00

96.88

14.70

.00

0.21

88.70 28.80

.00

140.26

80.40 14.20

.00

12.55

86.30 18.40

.00

89.17

93.20 34.90

.00

267.09

86.70 17.10

.00

96.88

85.60 17.30 48,535.00 76.44 13,659,185.18

.54

83.60 13.80

.00

45.47

81.70 15.10

.00

23.45

81.20 12.80

.00

18.86

86.70 19.10

.00

96.88

83.50 15.70

.00

44.13

90.60 39.10

.00

188.87

85.50 20.50

.00

74.70

86.10 20.20

.00

85.43

86.60 14.50

.00

94.93

85.60 17.60

.00

76.44

.92

84.10 14.20

.00

52.46

80.60 10.50

14.01

83.50 18.30

.00

44.13

79.70 14.80

.00

8.08

81.90 15.10

.00

25.43

80.80 13.00

.00

15.55

86.40 19.50

.00

91.07

84.60 17.20 42,302.00 59.95 6,437,213.91

84.60 16.90 59,129.00 59.95 204,199,341.13

79.80 14.10

.00

8.66

82.60 21.40

.00

32.98

84.70 15.40

.00

61.51

75.00 12.40

.00

3.45

79.10 12.00

.00

5.03

83.70 16.10

.00

46.83

81.50 13.90

.00

21.56

81.30 12.20

.00

19.74

79.70 12.60

.00

8.08

82.30 14.70 47,184.00 29.63 5,498,244.09

79.10 11.90

.00

5.03

90.10 29.30

.00

175.38

75.80 13.50

.00

1.12

80.00 13.10

.00

9.88

.00

81.40 17.20

.00

20.64

81.30 14.90

.00

19.74

79.00 10.30

.00

4.59

77.60 13.90

.00

0.55

82.00 17.60

.00

26.45

81.80 14.70

.00

24.43

87.60 34.30

.00

115.41

78.80 10.70

.00

3.78

80.20 13.40

.00

11.18

80.90 12.60

.00

16.35

85.20 22.40

.00

69.61

.59

81.50 15.40

.00

21.56

82.50 14.90

.00

31.84

87.20 21.90

.00

106.98

91.00 29.40

.00

200.02

89.90 19.40

.00

170.12

79.20 11.60

.00

5.49

86.20 22.00

.00

87.29

86.60 20.10

.00

94.93

84.40 20.60

.00

56.90

80.40 14.00

.00

12.55

79.30 10.00

.00

5.97

82.20 10.70

.00

28.55

85.60 16.90

.00

76.44

79.50 13.40 39,457.00 6.99 28,967,716.36

84.80 16.20

.00

63.09

94.00

.00

293.88

75.90 13.70

.00

0.92

84.50 14.00

.00

58.41

84.00

.00

51.02

88.10 17.90

.00

126.40

81.90 14.40

.00

25.43

73.40 17.50

.00

11.95

68.10 11.70

.00

76.69

67.20 9.40

.00

93.26

63.40 11.60

.00

181.09

7.80

.00

65.30 18.80

.00

133.57

64.40 10.20

.00

155.18

.27

66.60 10.90

.00

105.21

59.40 9.50

.00

304.75

65.10 11.20

.00

138.23

71.60 18.90

.00

27.64

8

68.80 9.60

64.92

0

14.60

.00

68.18

62.20 16.20

.00

214.83

69.30 11.60

.00

57.11

67.20 11.40

.00

93.26

81.60 14.30

.00

22.50

79.30 22.80

.00

5.97

67.50 10.50

.00

87.55

69.80 9.10

.00

49.80

67.40 8.00

.00

89.44

63.80 13.50

.00

170.49

77.90 17.30

.00

1.09

80.30 18.40

.00

11.85

80.40 27.20

.00

12.55

11.20

.00

11.60

.00

58.80 7.10

.00

326.06

65.90 8.80

.00

120.06

81.00 16.50

.00

17.16

66.70 9.80

.00

103.17

59.70 10.60

.00

294.36

10.40

.00

73.90 14.00

.00

8.74

60.50 10.30

.00

267.55

78.50

.00

2.70

83.00 26.80

.00

37.74

74.90 16.20

.00

3.83

72.90 12.00

.00

15.66

64.10 11.60

.00

162.74

74.70 18.10

.00

4.65

61.90 15.90

.00

223.71

72.00 12.40

.00

23.59

75.50 20.50

.00

1.84

83.00 37.90

.00

37.74

66.50 11.50

.00

107.27

61.00 9.00

.00

65.50 10.90

.00

128.98

62.10 11.00

217.77

67.70 11.40

.00

83.85

72.90 12.10

.00

15.66

58.40 10.90

.00

80.00

.00

9.88

63.50 10.80

.00

178.41

74.60 13.90

.00

5.09

72.00 7.70

.00

23.59

70.30 12.50

.00

42.99

66.70 11.40

.00

103.17

64.90 9.90

.00

142.97

10.60

81.80 23.80

.00

24.43

62.00 8.60

.00

220.73

60.60 12.60

.00

264.29

68.80 10.90

.00

64.92

70.80 9.10

.00

36.69

74.80 12.40

.00

4.23

12.00 32,144.00

161,167,252.75

10.90

.00

71.70 12.30

.00

26.60

65.50 9.00

.00

128.98

64.60 8.70

.00

150.23

60.50 9.10

.00

267.55

68.50 13.20

.00

69.84

67.00 10.40

.00

97.16

77.00 20.80

.00

0.02

66.50 16.40

.00

107.27

,014.40

64.70 9.50

.00

147.79

67.70 13.00

.00

83.85

10.00

.00

68.20 13.80

.00

74.94

69.00 9.60

.00

61.73

65.00 11.80

.00

140.59

84.60 28.50

.00

59.95

84.70 18.80

.00

61.51

80.00 16.60

.00

9.88

75.10 12.70

.00

3.09

75.70 10.70

.00

1.34

77.30 10.60

.00

0.20

76.90 10.10 39,560.00 0.00 27,869,599.05

71.80 8.80

.00

25.57

70.70 6.90

.00

37.91

89.20 41.70

.00

152.35

81.50 16.90 44,674.00 21.56 27,279.98

70.50 11.60

.00

40.41

81.50 11.70 40,215.00 21.56 21,382,915.92

78.90 16.50

.00

4.17

82.90 17.70

.00

36.52

81.10 24.20

.00

18.00

79.10 14.00

.00

5.03

66.60 10.80

.00

105.21

86.70 17.70

.00

96.88

74.00 10.00

.00

8.16

79.60 11.40

.00

7.52

85.90 20.90

.00

81.78

79.60 10.70

.00

7.52

88.70 24.90

.00

140.26

86.10 14.50

.00

85.43

85.30 27.40

.00

71.28

80.30 13.70

.00

11.85

69.40 8.40

.00

55.61

78.50 9.90

2.70

72.80 9.50

.00

16.46

79.10 12.00

.00

5.03

77.00 10.70

.00

0.02

66.30 10.10

.00

111.45

69.70 9.90 33,364.00 51.22 131,679,446.46

63.70 9.10

.00

173.11

77.70 12.80

.00

0.71

74.00 10.40

.00

8.16

81.80 14.50

.00

24.43

84.70 24.20

.00

61.51

79.00 12.50

.00

4.59

80.10 9.30

.00

10.52

77.30 11.70

.00

0.20

73.40 7.70

.00

11.95

81.90 11.70

.00

25.43

81.30 17.90

.00

19.74

73.40 10.90

.00

11.95

65.20 8.40

.00

135.89

83.40 23.40

.00

42.81

79.50 16.50

.00

6.99

79.40 12.10

.00

6.47

86.00 23.20

.00

83.59

80.00 12.80

.00

9.88

72.90 11.30

.00

15.66

79.90 13.80

9.26

77.40 12.10

.00

0.29

79.50 13.00 39,457.00 6.99 28,967,716.36 – 14,224.87
76.40 9.70

.00

0.21

80.00 10.80

.00

9.88

80.60 13.10

.00

14.01

69.40 7.00

.00

55.61

77.80 13.00 38,870.00 0.89 35,630,948.84

68.60 7.80

.00

68.18

74.50 11.00

.00

5.56

79.40 15.60

.00

6.47

82.50 12.20

.00

31.84

73.90 11.40

.00

8.74

61.10 9.60

.00

248.28

77.60 13.00 47,846.00 0.55 9,041,047.63

78.70 9.50

.00

3.40

71.10 9.90

.00

33.14

74.50 10.70

.00

5.56

63.60 9.60

.00

175.75

79.80 16.10

.00

8.66

87.10 23.60

.00

104.92

72.00 9.10

.00

23.59

75.20 10.40

.00

2.75

73.00 8.30

.00

14.88

58.20 8.40

.00

348.09

71.20 9.90

.00

32.00

78.30 15.00

.00

2.08

79.00 21.10

.00

4.59

76.00 10.20

.00

0.73

91.80

.00

223.29

77.50 14.60

.00

0.41

85.10 18.80

.00

67.95

80.00 11.20

.00

9.88

78.70 12.30

.00

3.40

77.10 11.70

.00

0.06

79.30 10.80

.00

5.97

65.20 7.50

.00

135.89

62.10 7.80

.00

217.77

89.10 26.30

.00

149.89

73.10 9.00

.00

14.12

73.80 8.10

.00

9.35

72.40 10.20 40,162.00 19.87 21,875,886.57

88.00

.00

124.17

74.00 15.80

.00

8.16

81.40 11.60 35,252.00 20.64 91,913,761.72

76.80 11.20

.00

0.00

545.05

72.90 10.60

.00

15.66

67.60 7.60

.00

85.69

81.00 12.50

.00

17.16

66.90 10.10

.00

99.14

80.40 14.20

.00

12.55

72.40 8.40

.00

19.87

81.40 14.90

.00

20.64

71.40 10.80

.00

29.78

,973.91

76.60 14.20

.00

0.07

79.50 11.10

.00

6.99

62.50 7.50

.00

59.70 6.80

.00

294.36

74.80 11.00

.00

4.23

80.20 11.30

.00

11.18

71.10 9.80

.00

33.14

71.30 19.10

.00

30.88

89.30 26.40

.00

154.83

76.40 14.30

.00

0.21

78.70 17.40

.00

3.40

85.20 15.00

.00

69.61

88.10 23.30

.00

126.40

83.30 13.60

.00

41.51

87.10 21.50

.00

104.92

87.10 20.50

.00

104.92

84.90 18.80

.00

64.69

85.30 14.10

.00

71.28

82.70 15.10

.00

34.14

84.50 14.70

.00

58.41

85.70 14.40

.00

78.20

86.30 19.10

.00

89.17

87.40 22.40

.00

111.15

93.30 41.00 49,072.00 270.37 17,916,879.34

84.70 16.80

.00

61.51

,397.80

78.60 16.50

.00

3.04

70.50 16.20

.00

40.41

87.80 22.10

.00

119.75

86.80 20.00

.00

98.86

90.20 27.70

.00

178.03

87.60 23.60

.00

115.41

84.20 22.20

.00

53.92

91.40

.00

211.50

75.00 17.60

.00

3.45

80.20 13.70

11.18

86.10 16.40 38,256.00 85.43 43,338,081.32

25.50

.00

83.40 18.70

.00

42.81

83.20 12.30

40.23

91.00 32.80

.00

200.02

.21

82.60 16.70

.00

32.98

87.60 23.10

.00

115.41

82.90 17.40

.00

36.52

82.40 17.10

.00

30.72

,508.91

81.60 19.80

.00

22.50

83.40 16.00

.00

42.81

81.90 13.10 39,423.00 25.43 29,334,859.68

78.80 14.80

.00

3.78

.61

87.40 22.50

.00

111.15

83.50 17.20

.00

44.13

80.60 15.60

.00

14.01

84.40 17.60

.00

56.90

81.20 15.50

.00

18.86

81.20 18.40

.00

18.86

85.10 21.70

.00

67.95

87.50 17.80

.00

113.27

.47

88.90 23.60

.00

145.03

83.40 20.80

.00

42.81

81.00 16.80 38,836.00 17.16 36,038,008.16

86.30 18.20

.00

89.17

83.90 15.70

.00

49.60

69.00 13.50

.00

61.73

76.80 16.00

.00

0.00

88.50 26.40

135.56

86.30 19.90

89.17

85.50 14.30

.00

74.70

89.50 15.70

.00

159.84

94.20 19.60

.00

300.78

93.40 12.30

.00

273.67

84.40 13.10

.00

56.90

88.10 15.30

.00

126.40

83.00 12.80

.00

37.74

83.30 17.20

.00

41.51

89.20

.00

152.35

84.10 14.20

.00

52.46

83.40 13.60

.00

42.81

89.40 18.70

.00

157.33

83.50 13.00 43,041.00 44.13 3,233,402.80

86.40 16.60

.00

91.07

85.20 19.40

.00

69.61

86.70 16.80

.00

96.88

86.70 16.20

.00

96.88

72.00 11.50

.00

23.59

78.70 12.30

.00

3.40

87.50 16.10

.00

113.27

73.50 12.40

.00

11.27

86.90

.00

100.86

73.60 14.40

.00

10.61

85.30 17.40

.00

71.28

82.10 14.10

.00

27.49

83.50 15.00

.00

44.13

87.30 30.60

.00

109.06

82.40 16.70 34,770.00 30.72 101,388,114.23

88.20 15.70

.00

128.66

85.70 15.80

.00

78.20

88.30 17.90 42,530.00 130.94 5,332,249.98

84.20 16.10

.00

53.92

82.00 15.40

.00

26.45

85.20 14.20

.00

69.61

81.10 13.40

18.00

88.90 17.60

.00

145.03

90.30 24.70

.00

180.71

83.20 13.50

.00

40.23

82.20 15.90

.00

28.55

89.60 18.60

.00

85.80 15.30

.00

79.98

.57

89.10 11.60

.00

149.89

85.60 13.80

.00

76.44

84.50 14.50

.00

58.41

15.70

.00

87.20 14.20 42,873.00 106.98 3,865,810.75

84.20 14.40

.00

53.92

80.40 14.70

.00

12.55

88.50 21.30

.00

135.56

86.60 16.80

.00

94.93

82.20 15.70 32,068.00 28.55 163,102,694.06

84.60 13.50

.00

59.95

82.00 14.40

.00

26.45

90.50

186.13

86.30 16.20

.00

89.17

90.80 10.50

.00

194.41

91.80 13.30

.00

223.29

88.60 22.20

.00

82.60 17.00

.00

32.98

85.30 14.90

.00

71.28

79.40 14.30

.00

6.47

80.60 11.40

.00

14.01

85.50 22.90

.00 74.70 8,347,283.13

84.50 13.10

.00

58.41

85.60 18.10

.00

76.44

83.70 14.40

46.83

87.10 17.60

.00

104.92

89.10 20.40

.00

149.89

84.60 13.30

.00

59.95

.66

84.70 17.20

.00

61.51

86.60 13.50

.00

94.93

87.90 15.20

.00

121.95

81.80 13.60

.00

24.43

87.40 12.20

.00

111.15

81.20 14.00

.00

18.86

93.30 30.20

.00

270.37

86.80 16.90

.00

98.86

79.60 17.30

.00

7.52

87.50 22.60 54,967.00 113.27 102,573,011.17

86.10 17.20

.00

85.43

82.00 10.80

.00

26.45

86.40 21.50

.00

91.07

86.20 13.70

.00

87.29

80.90 15.00

.00

16.35

83.70 17.20

.00

46.83

80.40 12.00

.00

12.55

84.70 16.40

.00

61.51

89.70 22.70

.00

164.94

87.00 28.00

.00

102.88

83.60 13.70

.00

45.47

90.80 14.90

.00

194.41

87.20 17.00

.00

106.98

85.10 16.70

.00

67.95

79.50 17.30

.00

6.99

91.60 23.20

.00

217.35

79.10 14.80

.00

5.03

78.90 9.60

.00

4.17

76.70 13.60

.00

0.02

78.30 14.20

.00

2.08

79.20 10.80

.00

5.49

83.00 15.10

.00

37.74

81.50 11.30

.00

21.56

77.10 10.10

.00

0.06

79.20 10.10

.00

5.49

75.90 8.70

.00

0.92

86.70 18.00

.00

96.88

83.90 23.70

.00

49.60

82.00 11.80

.00

26.45

82.50 18.50

.00

31.84

85.70 23.30

.00

78.20

88.20 26.50

.00

128.66

86.20 26.60

.00

87.29

76.90 11.90

.00

0.00

87.70

.00

117.57

87.00

.00

102.88

88.20 29.10

.00

128.66

90.50 31.70

.00

186.13

86.40 26.40

.00

91.07

83.00 19.70

.00

37.74

78.20 18.70

.00

1.80

86.60 38.20

.00

94.93

87.20 28.40

.00

106.98

80.30 24.00

.00

11.85

81.90 22.00

.00

25.43

68.50 11.70

.00

69.84

75.60 27.50

.00

1.58

84.30 22.00

.00

55.40

70.50 25.30

.00

40.41

91.50 41.80

.00

214.42

81.80 34.00

.00

24.43

84.40 33.00

.00

56.90

87.90 34.60

.00

121.95

90.60

.00

188.87

83.00 19.50

.00

37.74

73.30 21.20

.00

12.65

79.40 15.20

.00

6.47

89.60

.00

162.38

89.80 27.20

.00

167.52

79.30 28.50

.00

5.97

84.90 24.40

.00

64.69

84.40

.00

56.90

78.40 18.40

.00

2.38

72.60 16.20

.00

18.12

75.00 12.00

.00

3.45

80.80 18.50

.00

15.55

78.40 15.30

.00

2.38

72.30 16.20

.00

20.77

70.00 22.30

.00

47.02

75.00 13.50

.00

3.45 13,309,118.89

79.40 20.50

.00

6.47

68.30 10.30

.00

73.22

72.20 18.10

.00

21.69

68.80 9.90

.00

64.92

67.10 11.60

.00

95.20

84.50 22.80

.00

58.41

96.30 60.50

.00

378.03

59.80 10.40

.00

290.94

65.20 12.00

.00

135.89

69.80 15.50

.00

49.80

81.00 15.40

.00

17.16

73.80 13.70

.00

9.35

73.00 15.40

.00

14.88

75.20 22.60

.00

2.75

86.00 24.80

.00

83.59

76.80 13.50

.00

0.00

74.50 21.20

.00

5.56

84.50

.00

58.41

76.10 13.10

.00

0.57

72.10 19.40

.00

22.63

79.10 25.90

.00

5.03

77.10 14.40

.00

0.06

79.90 13.00

.00

9.26

76.10 14.80

.00

0.57

86.30 33.30

.00

89.17

83.20 17.20

.00

40.23

62.30 14.60

.00

83.80 22.70

.00

48.20

81.20 14.90

.00

18.86

79.10 15.50

.00

5.03

81.20 16.90

.00

18.86

82.10 18.60

.00

27.49

80.60 14.40

14.01

76.40 17.80

.00

0.21

81.00 22.60

.00

17.16

82.80 18.80

.00

35.32

79.90 16.60

.00

9.26

84.00 27.60

.00

51.02

82.90 24.50 49,647.00 36.52 23,115,262.85

80.40 18.30 44,827.00 12.55 148.02

69.70 13.00 40,572.00 51.22 18,208,710.04

77.80 13.50

.00

0.89

84.40 16.30

.00

56.90

78.60 16.40

.00

3.04

.03

83.40 18.40

.00

42.81

79.40 15.70

.00

6.47

82.90 16.00

.00

36.52

68.80 21.80

64.92

81.00 11.70

.00

17.16

82.30 19.20 54,151.00 29.63 86,710,242.92

83.30 21.60

.00

41.51

84.90 31.20

.00

64.69

,288.72

78.10 13.60

.00

1.54

86.70 35.40

.00

96.88

78.70 49.40

.00

3.40

83.30 17.40

.00

41.51

79.00 18.30

.00

4.59

85.70 28.50

.00

78.20

87.40 24.70

.00

111.15

81.80 22.50

.00

24.43

76.40 13.00

.00

0.21

80.40 14.40

.00

12.55

83.00 22.00

.00

37.74

90.20 33.90

.00

178.03

74.40 24.30

.00

6.04

84.90 23.70

.00

64.69

82.60 23.20

.00

32.98

85.30

.00

71.28

79.20 16.40

.00

5.49

88.20

.00

128.66

84.80 26.30

.00

63.09

.12

81.70 17.30

23.45

82.40 15.50

.00

30.72

79.10 17.50

5.03

82.80 17.90

.00

35.32

86.20 27.50

.00

87.29

76.20 16.70

.00

0.43

84.80 19.70

.00

63.09

91.40 47.50

.00

211.50

.03

81.70 25.00

.00

23.45

.78

84.60 23.20

.00

59.95

79.20 14.30

.00

5.49

82.30 17.00

.00

29.63

83.60

.00

45.47

75.60 11.50

.00

1.58

80.00 18.20

.00

9.88

76.50 19.20

.00

0.13

68.70 9.30

66.54

68.00 11.70

.00

78.45

.46

70.20 9.20

.00

44.32

68.60 12.10

.00

68.18

70.60 14.50

.00

39.15

75.00 16.00

.00

3.45

63.80 8.80

.00

170.49

70.60 11.30

.00

39.15

78.30 16.10

.00

2.08

81.90 25.30

.00

25.43

67.60 12.80

.00

85.69

78.20 19.10 59,396.00 1.80 211,901,401.22

10.40

113.57

82.10 16.20

.00

27.49

82.10 19.80

.00

27.49

69.20 8.30 45,078.00 58.63 57,041.44

74.80 17.00 52,182.00 4.23 53,917,203.64

77.90 27.60

.00

1.09

73.30 11.00 36,034.00 12.65 77,530,957.29

73.10 16.40

.00

14.12

76.50 15.40

.00

0.13

72.20 13.30

.00

21.69

68.60 10.10

.00

68.18

82.10 19.30 46,299.00 27.49 2,131,113.81

85.00 19.10

.00

66.31

77.60 13.30

.00

0.55

88.60 27.70

.00

137.90

72.00 12.80

.00

23.59

78.10 17.60 51,716.00 1.54 47,290,838.83

65.80 10.50

.00

122.26

83.00

.00

37.74

65.60 8.50

.00

126.72

82.00 28.70

.00

26.45

73.60 13.20

.00

10.61

71.40 14.20

.00

29.78

,202.55

71.40 10.50

.00

29.78

68.40 11.20

.00

71.52

73.00 13.00

.00

14.88

65.40 8.20

.00

131.26

83.00 30.30

.00

37.74

65.40 11.10

.00

131.26

75.00 12.80 45,190.00 3.45 123,084.14

77.70 16.00 43,667.00 0.71 1,373,974.33

83.20 24.10

.00

40.23

65.60 11.10

.00

126.72

73.50 10.90

.00

11.27

68.40 10.60

.00

71.52

78.40 17.40

.00

2.38

78.80 25.50

.00

3.78

75.90 15.90

.00

0.92

72.20 9.50

.00

21.69

76.30 17.20

.00

0.31

71.90 13.30

.00

24.57

71.70 13.00

.00

26.60

70.20 9.00

.00

44.32

77.30 16.20 41,372.00 0.20 12,021,243.62

69.30 16.10

.00

57.11

70.70 11.60

.00

37.91

86.20

.00

87.29

68.60 12.20

.00

68.18

64.20 10.00

.00

82.60 26.80

.00

32.98

75.60 17.20

.00

1.58

86.30 31.00 51,713.00 89.17 47,249,586.83

62.50 10.80

.00

206.12

84.30 14.80

.00

55.40

87.60

.00

115.41

75.20 14.70

.00

2.75

76.80 16.40

.00

0.00

76.80 13.60

.00

0.00

71.90 12.30

.00

24.57

74.90 10.30

.00

3.83

79.90 26.40

.00

9.26

80.60

.00

14.01

70.00 11.10

.00

47.02

69.20 10.10

.00

58.63

64.90 11.40

.00

142.97

68.90 10.80 43,490.00 63.31 1,820,250.28

74.20 14.20

.00

7.06

70.40 12.50

.00

41.69

69.10 11.10

.00

60.17

71.40 15.90

.00

29.78

73.40 12.70

.00

11.95

73.20 9.30

.00

13.37

67.00 12.00 42,540.00 97.16 5,286,166.65

70.50 13.90

.00

40.41

82.50 23.70

.00

31.84

66.30 10.60

.00

111.45

80.20 21.30

.00

11.18

68.10 10.70

.00

76.69

89.30

.00

154.83

67.50 11.60

.00

87.55

69.90 11.60

.00

48.40

,318.97

81.60 33.20

.00

22.50

77.20 15.00

.00

0.12

66.00 11.30

.00

117.88

69.40 15.10

.00

55.61

72.00 10.30

23.59

71.10 13.10

.00

33.14

83.10 16.60

.00

38.97

85.00 22.10

.00

66.31

73.80 10.90

.00

9.35

77.80 18.80

.00

0.89

81.30 14.90

.00

19.74

82.20 17.90

.00

28.55

78.80 12.00

.00

3.78

87.90 28.70

.00

121.95

90.90 31.30

.00

78.80 13.10

.00

3.78

79.60 16.60

.00

7.52

80.40 13.30

.00

12.55

77.50 16.30

.00

0.41

75.50 15.90

.00

1.84

65.90 12.30

.00

120.06

78.00 19.80 41,218.00 1.31 13,112,846.90

87.40 19.80

.00

111.15

5

89.20 27.80

.00

152.35

73.40 11.20

.00

11.95

78.70 15.70

.00

3.40

74.80 14.40

.00

4.23

72.00 11.00

.00

23.59

75.30 13.90

.00

2.42

66.00 12.90

.00

117.88

76.90 13.20

0.00

59.30 9.90

.00

308.25

79.10 15.70

.00

5.03

79.00 15.10

.00

4.59

79.00 14.40

.00

4.59

80.20 17.00 47,666.00 11.18 7,990,987.57

77.90 15.60

.00

1.09

81.40 17.50

.00

20.64

79.90 12.00

.00

9.26

79.80 16.40

.00

8.66

76.70 14.70 34,144.00 0.02 114,386,586.71

80.10 18.80

.00

10.52

81.30 15.80

.00

19.74

84.10 16.10

.00

52.46

83.20 15.20

.00

40.23

73.70 14.70

.00

9.97

81.10 12.70

.00

18.00

67.80 9.70

.00

82.03

78.50 11.20

.00

2.70

82.50 16.00

.00

31.84

79.90 22.30

9.26

86.10 19.80

.00

85.43

81.10 19.70

.00

18.00

81.90 16.10

.00

25.43

83.70 21.80

.00

46.83

76.60 13.30

.00

0.07

87.40 22.10

.00

111.15

72.60 13.70

.00

18.12

82.50 16.50

.00

31.84

68.60 7.20

.00

68.18

82.50 13.40

.00

31.84

83.30 15.90

.00

41.51

79.90 11.10

.00

9.26

82.90 25.70

.00

36.52

85.70 13.40

.00

78.20

80.90 11.10

.00

16.35

74.80 8.80

.00

4.23

83.30 23.50

.00

41.51

80.10 9.10

.00

10.52

82.30 10.60

.00

29.63

.02

81.20 14.90

.00

18.86

82.00 20.80

.00

26.45

83.10 14.10

.00

38.97

80.60 10.80

.00

14.01

78.70 9.80

.00

3.40

80.20 9.70

.00

11.18

81.60 25.10 50,421.00 22.50 31,156,865.10

82.80 10.10

.00

35.32

84.70 14.30

.00

61.51

41.00

.00

84.00 16.60

.00

51.02

87.60 20.80

.00

115.41

78.70 10.70

.00

3.40

85.70 31.80

.00

78.20

85.30 13.20

.00

71.28

.06

73.70 11.60

.00

9.97

86.30 31.70

.00

89.17

87.80 31.10

.00

119.75

78.40 10.00

.00

2.38

82.70 29.20

.00

34.14

88.40 21.70

.00

133.24

80.60 11.40 44,334.00 14.01 255,193.20

79.60 9.00

.00

7.52

83.50 11.10

.00

44.13

76.30 9.70 45,458.00 0.31 382,954.89

78.00 9.80

.00

1.31

51.50 8.30

.00

81.00 10.90

.00

17.16

73.50 11.00

.00

11.27

81.70 11.80

.00

23.45

81.80 16.70

.00

24.43

86.40 21.50

.00

91.07

75.60 10.30

.00

1.58

84.70 18.40

.00

61.51

83.60 11.50

.00

45.47

82.80 16.60

.00

35.32

82.90 21.30

.00

36.52

79.00 13.00

.00

4.59

82.40 17.50

.00

30.72

80.30 11.10

.00

11.85

88.80 24.80

.00

142.63

.42

73.20 7.40

.00

13.37

84.00 12.70

.00

51.02

82.70 16.30

.00

34.14

78.80 8.40

.00

3.78

83.50 22.80

.00

44.13

80.60 9.10

.00

14.01

78.60 9.50

.00

3.04

80.60 12.60

.00

14.01

78.60 8.10

.00

3.04

84.20 16.00

53.92

81.60 7.80

.00

22.50

78.90 6.90

.00

4.17

77.20 11.40

.00

0.12

70.10 9.70

.00

45.66

85.90 21.00

.00

81.78

81.70 10.10

.00

23.45

86.10 12.90

.00

85.43

80.20 12.60

.00

11.18

76.10 11.30 47,780.00 0.57 8,648,501.61

82.10 11.90

.00

27.49

74.10 10.10

.00

7.60

83.10 12.50

.00

38.97

81.50 12.80

.00

21.56

83.40 17.90

.00

42.81

85.70 25.10

.00

78.20

82.50 14.50

.00

31.84

80.30 12.20

.00

11.85

86.00 15.90 66,608.00 83.59 473,882,111.46

86.60 12.00

.00

94.93

70.70 6.00

.00

37.91

86.20 28.40

.00

87.29

84.50 15.00

.00

58.41

80.00 17.20

.00

9.88

83.10 10.70

.00

38.97

88.60 26.20

.00

137.90

82.50 9.80

.00

31.84

66.70 9.80

.00

103.17

81.40 14.90

.00

20.64

69.40 10.10

.00

55.61

81.20 17.60

.00

18.86

75.90 15.50

.00

0.92

75.50 14.00 36,502.00 1.84 69,508,345.44

74.90 17.90

.00

3.83

75.90 14.20

.00

0.92

87.30 20.90

.00

109.06

77.00 15.10 37,853.00 0.02 48,806,522.52

76.70 22.10

.00

0.02

69.00 9.90

.00

61.73

76.60 17.70 39,423.00 0.07 29,334,859.68 1,392.15
88.10 28.00

.00

126.40

68.60 12.40

.00

68.18

85.20 19.10

.00

69.61

77.00 14.00

.00

0.02

76.90 10.50 39,902.00 0.00 24,375,613.16

77.60 11.70

.00

0.55

81.20 22.80

.00

18.86

75.40 13.30

.00

2.12

79.80 16.60

8.66

81.20 19.20

.00

18.86

82.20 19.60

.00

28.55

73.00 12.00

.00

14.88

79.50 14.40

.00

6.99

85.70 16.20

.00

78.20

76.70 12.60

.00

0.02

63.20 12.10

.00

186.51

82.10 19.20

.00

27.49

66.90 10.30

.00

99.14

70.80 9.70

.00

36.69

79.10 18.50

.00

5.03

69.30 10.60

.00

57.11

69.10 13.30

.00

60.17

80.90 18.30

.00

16.35

81.20 16.10 47,213.00 18.86 5,635,085.43

77.40 14.80

.00

0.29

73.80 12.00

.00

9.35

70.40 11.30

.00

41.69

77.50 11.10

0.41

81.50 19.10

.00

21.56

73.60 10.80

.00

10.61

79.30 15.70 47,984.00 5.97 9,889,977.67

69.20 10.80

.00

58.63

71.60 13.10

.00

27.64

78.60 14.40 39,840.00 3.04 24,991,665.81

71.00 11.40

.00

34.30

76.10 12.10

.00

0.57

74.30 14.90

.00

6.54

75.10 15.40 36,608.00 3.09 67,752,102.14

81.50 15.80

.00

21.56

.35

76.20 9.50

.00

0.43

69.40 9.20

.00

55.61

82.50 25.40

.00

31.84

74.70 11.40

.00

4.65

80.20 14.60

.00

11.18

75.70 12.20

.00

1.34

78.80 12.10

3.78

86.70 34.20

.00

96.88

76.20 12.90

.00

0.43

78.20 21.80

.00

1.80

79.30 15.50

.00

5.97

69.00 12.40

.00

61.73

79.30 15.80 38,719.00 5.97 37,456,438.13

83.40 16.90

.00

42.81

73.20 12.10

.00

13.37

70.20 10.90

44.32

77.00 16.60

.00

0.02

71.90 17.70

.00

24.57

67.40 12.50

.00

89.44

85.10 26.90

.00

67.95

81.30 15.40

.00

19.74

85.20 25.80

.00

69.61

79.70 15.10

8.08

82.70 23.70

.00

34.14

79.90 15.20

.00

9.26

80.30 16.40

.00

11.85

93.10 47.40

.00

263.83

88.90 28.40

.00

145.03

85.60 19.10

.00

76.44

85.60 14.00

.00

76.44

81.60 15.00

.00

22.50

,635.38

80.50 12.60

.00

13.27

81.70 16.40

.00

23.45

88.40 25.00

.00

133.24

81.00 13.30

.00

17.16

89.30 13.40

.00

154.83

84.50 15.70

.00

58.41

.94

81.20 11.90

.00

18.86

78.20 23.10

.00

1.80

85.00 22.30

.00

66.31

76.50 13.70

.00

0.13

81.80 14.10

.00

24.43

81.50 15.90

.00

21.56

79.60 15.50

.00

7.52

87.50 25.50

.00

113.27

84.90 20.80

.00

64.69

81.90 13.40

.00

25.43

71.00 11.10

.00

34.30

79.30 19.80 51,896.00 5.97 49,798,898.89

74.10 11.00

7.60

85.60

.00

76.44

85.50 25.30

.00

74.70

84.30 19.00 45,238.00 55.40 159,068.15

84.10 17.60

.00

52.46

77.80 16.00

.00

0.89

85.60 21.80

.00

76.44

87.50 20.30

.00

113.27

82.10 15.70

.00

27.49

88.90 34.50

.00

145.03

79.40 14.30 37,010.00 6.47 61,295,848.26

82.80 20.60

.00

35.32

79.70 16.70

.00

8.08

86.30 28.30

.00

89.17

80.00 10.40

.00

9.88

83.60 15.80

.00

45.47

78.30 10.20

.00

2.08

78.00 18.50

.00

1.31

83.80 13.90 42,302.00 48.20 6,437,213.91

81.70 14.80 45,104.00 23.45 70,136.78

88.60 31.20

.00

137.90

86.80 23.50

.00

98.86

80.00 13.70

.00

9.88

79.80 12.10

.00

8.66

79.00 11.00

.00

4.59

88.20 36.30 46,555.00 128.66 2,944,084.56

89.30 42.50

.00

154.83

,165.54

81.80 15.30

.00

24.43

79.10 11.10

.00

5.03

80.40 13.40

.00

12.55

80.60 15.80

.00

14.01

81.60 14.70

.00

22.50

86.10 27.90

.00

85.43

83.40 23.50

.00

42.81

86.50 30.00

.00

92.99

82.70 12.30

.00

34.14

84.60 20.90

.00

59.95

76.00 11.50

.00

0.73

79.40 8.90

.00

6.47

78.90 14.80

.00

4.17

73.20 9.30

.00

13.37

75.70 12.20

.00

1.34

74.60 11.90

.00

5.09

81.00 17.00 38,919.00 17.16 35,048,371.52

81.00 11.70

.00

17.16

74.50 8.80

.00

5.56

82.00 19.60

.00

26.45

77.40 20.50

.00

0.29

81.60 15.10 42,676.00 22.50 4,679,289.36

78.60 15.40

.00

3.04

81.10 23.30

.00

18.00

81.10 16.40

.00

18.00

80.60 15.10

.00

14.01

82.20 14.00

.00

28.55

82.90 17.30

.00

36.52

77.20 10.90

.00

0.12

83.80 20.50

.00

48.20

88.50 38.70

.00

135.56

82.30 22.10

.00

29.63

80.70 21.20

.00

14.77

77.80 11.10

.00

0.89

79.90 11.30

.00

9.26

71.20 17.90 39,579.00 32.00 27,669,351.73

86.80 19.00

98.86

80.60 12.30

.00

14.01

77.20 10.70

.00

0.12

73.20 12.50

.00

13.37

77.50 10.80

.00

0.41

78.00 12.80

.00

1.31

82.50 13.20

.00

31.84

80.50 14.20

.00

13.27 13,105,605.57

73.10 18.00

.00

14.12

81.00 13.10

.00

17.16

84.80 14.20

63.09

82.60 18.80

32.98

80.70 14.60

.00

14.77

85.60 20.20 47,766.00 76.44 8,566,354.27

83.70 15.40

.00

46.83

80.70 18.40

.00

14.77

80.70 34.30

.00

14.77

83.90 24.80

.00

49.60

87.70 38.30

.00

117.57

72.50 21.30

.00

18.98

88.60

.00

137.90

70.10 12.80

.00

45.66

77.70 19.90 48,774.00 0.71 15,482,914.58

60.00 9.30

.00

73.40 15.90

.00

11.95

64.70 15.40 30,904.00 147.79 194,188,865.70

67.50 11.60

.00

87.55

87.80 33.20

.00

119.75

80.20 14.40

.00

11.18

72.80 14.20

.00

16.46

81.50 30.70

.00

21.56

66.70 11.80

.00

103.17

67.10 9.60

.00 95.20 9,604,833.07

65.20 9.70

.00

135.89

65.30 11.40

.00

133.57

69.60 11.50

.00

52.66

69.30 13.50

57.11

60.70 9.20

.00

261.05

82.20 21.40

.00

28.55

71.40 12.50

.00

29.78

67.00 11.70

.00

97.16

73.10 18.70

14.12

75.20 20.00

.00

2.75

79.50 26.20

.00

6.99

73.10 18.90

.00

14.12

66.90 10.10

.00

99.14

81.10 18.70

.00

18.00

65.20 8.70

.00

135.89

75.40 16.30

.00

2.12

69.80 10.20

.00

49.80

67.70 11.70

.00

83.85

61.40 9.20

.00

238.92

83.00 24.60

.00

37.74

66.10 16.00

.00

115.71

68.00 10.20

.00

78.45

60.90 8.30

.00

254.63

69.10 14.80

60.17

73.90 18.20 47,200.00 8.74 5,573,534.76

71.50 16.30

28.70

73.70 19.10

9.97

85.20 32.50

.00

69.61

69.30 11.90

.00

57.11

73.10 18.20

.00

14.12

74.30 15.80

.00

6.54

66.90 9.80

.00

99.14

65.50 11.50

.00

128.98

.11

77.20 20.90

0.12

79.50 12.70

.00

6.99

83.00 18.30

.00

37.74

71.30 12.70

.00

30.88

79.00 15.30

.00

4.59

90.20

.00

178.03

85.80 23.60

.00

79.98

81.10 20.60

.00

18.00

63.90 5.40

.00

167.88

79.80 12.20

.00

8.66

79.20 14.80 37,065.00 5.49 60,437,664.95

74.70 14.10

.00

4.65

76.60 11.40

.00

0.07

89.50 38.70

.00

159.84

85.30 18.80

.00

71.28

76.00 11.30

.00

0.73

88.90 24.40

.00

145.03

83.90 20.20

.00

49.60

80.00 15.40

.00

9.88

81.90 13.30

.00

25.43

77.40 12.20

.00

0.29

68.80 14.50

.00

64.92

73.60 15.50

.00

10.61

82.50 19.20

.00

31.84

73.70 13.10

.00

9.97

79.50 14.80

.00

6.99

77.70 12.00

.00

0.71

86.30 15.40

.00

89.17

79.90 12.80 43,576.00 9.26 1,595,589.64

80.10 15.60

.00

10.52

75.10 14.00

.00

3.09

87.80 17.80

.00

119.75

89.50 32.00

.00

159.84

71.70 14.10 38,652.00 26.60 38,281,029.44

80.50 16.00

.00

13.27

82.70 16.20

.00

34.14

79.60 12.30

.00

7.52

.94

86.20 17.80

.00

87.29

82.30 16.20

.00

29.63

85.70 21.10

.00

78.20

87.50 24.00

.00

113.27

89.40 25.50

.00

157.33

81.10 15.90

.00

18.00

82.90 16.30

.00

36.52

58.80 10.70

.00

326.06

75.60 16.20

.00

1.58

87.70 16.80

.00

117.57

78.10 16.60

.00

1.54

79.60 13.50

.00

7.52

88.50 26.00

.00

135.56

84.70 17.40

.00

61.51

87.80 25.00 48,254.00 119.75 11,661,087.76

80.30 14.60

.00

11.85

80.80 16.20

.00

15.55

75.80 13.40

.00

1.12

82.70 14.80

.00

34.14

70.00 12.10

.00

47.02

81.40 14.40

.00

20.64

87.70 22.10

.00

117.57

84.90 16.40

.00

64.69

74.10 12.10

.00

7.60

80.20 13.50

11.18

83.20 17.00

.00

40.23

87.20 26.30

.00

106.98

78.10 15.80

1.54

86.10 23.00

.00

85.43

71.40 12.00

.00

29.78

78.90 20.80

4.17

69.70 11.10

.00

51.22

65.80 6.30 36,918.00 122.26 62,744,878.90

66.00 7.10

.00

117.88

78.40 17.90

.00

2.38

73.30 15.90

.00

12.65

58.70 7.00

.00

329.68

67.20 8.40

.00

93.26

67.90 11.10

.00

80.23

69.10 12.80

.00

60.17

75.40 15.10

.00

2.12

67.80 11.20

.00

82.03

8.90

.00

58.40 6.80

.00

340.66

61.20 6.20

.00

73.70 17.50

.00

9.97

65.10 9.10 38,638.00 138.23 38,454,466.10

72.50 13.70

.00

18.98

81.50 30.50

.00

21.56

.41

63.60 7.30

.00

175.75

64.60 11.30

.00

150.23

72.60 11.30

18.12

66.30 12.00

111.45

.32

70.60 12.80

.00

39.15

57.30 8.30

.00

73.80 15.30

.00

9.35

70.90 10.10

.00

35.49

72.50 10.60

.00

18.98

44.30

60.10 7.80

.00

280.80

69.60 12.80

.00

52.66

7.10

.00

69.30 13.30

57.11

80.70 23.90

.00

14.77

10.20

.00

66.70 7.80

.00

103.17

66.90 9.80

.00

99.14

70.40 10.00

.00

41.69

65.60 11.10

.00

126.72

69.30 9.30 41,267.00 57.11 12,760,373.58

70.50 12.10 38,836.00 40.41 36,038,008.16

64.30 6.70

.00

157.68

70.10 10.30

.00

45.66

72.00 9.30

.00

23.59

8.40

.00

71.00 12.80

.00

34.30

58.40 6.90

.00

340.66

82.50 29.00

.00

31.84

56.00 5.40

.00

435.02

62.30 7.70

.00

211.91

65.50 8.70 39,260.00 128.98 31,127,098.96

69.50 8.50 39,190.00 54.13 31,913,082.27

69.60 11.90

.00

52.66

75.60 17.00 52,008.00 1.58 51,392,173.59

69.30 10.80

.00

57.11

.86

68.50 8.80

.00

69.84

60.20 5.60

.00

277.46

78.80 21.50

.00

3.78

64.60 9.50

.00

150.23

73.60 10.60

.00

10.61

77.90 13.60 53,540.00 1.09 75,704,503.40

63.50 7.00

.00

178.41

66.70 10.10

.00

103.17

84.30 19.30

.00

55.40

76.60 11.80

.00

0.07

63.80 6.00

.00

170.49

71.00 10.30

.00

34.30

.41

59.00 8.30

318.87

63.80 7.10

.00

170.49

62.90 9.10

.00

194.80

62.20 7.50

.00

214.83

72.60 20.20

.00

18.12

65.30 9.10

.00

133.57

,016.26

74.80 14.80

.00

4.23

74.80 11.90

.00

4.23

81.80 22.90

.00

24.43

60.70 7.50

.00

261.05

66.70 10.20 39,853.00 103.17 24,861,856.48

74.60 13.50

.00

5.09

80.80 25.30

.00

15.55

67.50 9.30

87.55

74.30 10.20

.00

6.54

8,282.67

75.80 18.10

.00

1.12

79.70 18.60

.00

8.08

74.60 10.80

.00

5.09

61.40 8.90 41,466.00 238.92 11,378,252.31

67.70 10.60

83.85

56.30 5.80 35,188.00 422.59 93,145,015.03

62.00 7.80

.00

220.73

67.20 9.10

.00

93.26

77.20 22.90 42,630.00 0.12 4,880,416.67

61.30 8.00

.00

242.02

70.30 15.30

.00

42.99

64.80 7.90

.00

145.37

90.10 44.40

.00

175.38

80.90 19.60

.00

16.35

64.40 11.10

.00

155.18

68.00 12.40

.00

78.45

71.20 14.70

.00

32.00

74.60 16.70

.00

5.09

81.10 15.90

.00

18.00

82.40 20.50

30.72

65.20 10.50

.00

135.89

74.50 17.30

5.56

9.30

.00

84.80 19.40

.00

63.09

76.90 17.00

0.00

70.10 12.10

45.66

73.70 12.20

.00

9.97

84.70 19.80

.00

61.51

76.90 22.70

.00

0.00

80.60 22.20

.00

14.01

83.90 21.40

.00

49.60

75.90 15.40

.00

0.92

77.30 16.10

.00

0.20

79.50 19.60

.00

6.99

81.30 37.00

.00

19.74

78.60 27.70

.00

3.04

74.80 17.50

.00

4.23

6.80

.00

74.60 15.00

.00

5.09

71.10 13.20

.00

33.14

77.80 17.40

.00

0.89

71.30 13.30

.00

30.88

69.00 12.10 46,148.00 61.73 1,713,045.10

79.30 12.30

.00

5.97

55.20 13.40

.00

469.03

69.50 12.20

.00

54.13

82.60 15.50

.00

32.98

75.00 12.00

.00

3.45

65.40 14.70

.00

131.26

76.90 12.10

.00

0.00

68.40 11.40

.00

71.52

65.00 8.60

.00

140.59

80.40 13.90

.00

12.55

62.70 10.20

74.20 14.70

.00

7.06

71.00 11.70

.00

34.30

91.80 47.30

.00

223.29

71.30 15.30

.00

30.88

69.10 14.40 41,740.00 60.17 9,604,833.07

83.90 26.20

.00

49.60

70.20 13.00

.00

44.32

59.30 14.10

.00

308.25

79.20 15.70 48,465.00 5.49 13,146,668.49

81.10 12.40

.00

18.00

6,372.22

66.10 15.30

.00

115.71

68.70 12.80

.00

66.54

62.10 10.40

.00

217.77

61.80 10.50

.00

226.71

56.10 13.90

.00

430.85

65.00 9.60

.00

140.59

75.00 27.00

.00

3.45

65.20 10.50

.00

135.89

60.90 11.80 38,105.00 254.63 45,348,998.60

75.50 13.90

.00

1.84

89.40

.00

157.33

67.90 11.80

.00

80.23

70.60 8.40

.00

39.15

10.10

.00

78.20 15.80

.00

1.80

59.70 8.90

.00

294.36

72.60 12.70

18.12

68.00 12.00

.00

78.45

67.10 17.30

.00

95.20

77.80 17.10

.00

0.89

65.80 16.60

.00

122.26

77.10 25.00

.00

0.06

66.20 9.60

.00

113.57

72.50 12.60

.00

18.98

71.30 14.60

.00

30.88

73.30 12.40

.00

12.65

63.50 12.30

178.41

70.00 10.50

.00

47.02

84.30 36.90

.00

55.40

77.40 16.20

.00

0.29

76.80 10.90

.00

0.00

57.70 8.40

.00

366.99

56.20 10.50

.00

426.71

80.90 22.70

.00

16.35

70.10 10.00

.00

45.66

80.10 22.90 49,057.00 10.52 17,790,119.34

69.90 18.70

.00

48.40

72.40 12.30 44,027.00 19.87 659,614.44

62.00 10.70

.00

220.73

75.30 11.90

.00

2.42

80.20 17.20

.00

11.18

79.10 19.50 45,063.00 5.03 50,101.43

67.30 10.30

.00

91.34

78.10 19.10

.00

1.54

65.90 14.40

.00

120.06

61.70 10.30

.00

229.74

73.80 16.80

.00

9.35

69.90 18.60 45,619.00 48.40 608,140.27

70.70 12.80

.00

37.91

79.50 13.00

.00

6.99

74.60 26.90

.00

5.09

78.30 15.40

.00

2.08

77.30 17.60

.00

0.20

71.10 14.40

.00

33.14

84.70 31.30

.00

61.51

79.90 17.90

.00

9.26

73.50 12.10

.00

11.27

12.90

.00

71.80 12.50

.00

25.57

68.20 13.60

.00

74.94

83.50 20.50

.00

44.13

73.60 15.10

.00

10.61

70.00 12.20

.00

47.02

70.60 11.10

.00

39.15

46.10 9.70

.00

946.00

76.90 16.80 47,311.00 0.00 6,109,960.80

79.60 14.30

.00

7.52

78.80 21.50

.00

3.78

75.80 12.80 41,837.00 1.12 9,013,003.76

72.70 12.80

.00

17.28

73.00 10.50

.00

14.88

74.70

41,466.00 4.65 11,378,252.31

78.50 16.30

.00

2.70

58.00 9.50

.00

355.59

64.80 10.90

.00

145.37

,667.63

77.60 13.80

.00

0.55

64.30 8.20 38,068.00 157.68 45,848,695.92

9.40 34,147.00

114,322,424.71

74.50 12.30

.00

5.56

85.40 31.40

72.98

57.90 20.30 32,182.00 359.37 160,203,864.10

78.10 15.10

.00

1.54

81.20 23.30

.00

18.86

72.10 17.30

.00

22.63

78.10 24.60 45,860.00 1.54 1,042,101.01

66.90 17.70

.00

99.14

68.20 20.40 37,734.00 74.94 50,483,391.15

66.80 11.80

.00

101.14

76.30 14.50

.00

0.31

63.70 11.10

.00

173.11

78.80 16.20

.00

3.78

50.10 6.40

.00

715.94

68.60 11.40

.00

68.18

71.70 13.10 46,703.00 26.60 3,473,875.27

73.80 12.10

.00

9.35

69.60 8.10

.00

52.66

67.40 11.10

89.44

74.50 18.90

.00

5.56

67.10 12.00 41,267.00 95.20 12,760,373.58

83.50 21.00

.00

44.13

86.30 5.90 51,492.00 89.17 44,260,193.43

78.40 24.40

.00

2.38

61.90 13.40 34,363.00 223.71 109,750,064.77

70.50 14.00

.00

40.41

76.60 19.10 43,201.00 0.07 2,683,589.52

74.70 16.20 41,837.00 4.65 9,013,003.76

72.80 11.50

.00

16.46

67.50 8.50

.00

87.55

65.80 11.80 40,982.00 122.26 14,877,733.50

78.10 18.70

.00

1.54

70.30 12.50 41,417.00 42.99 11,711,223.63

42.10 9.10

.00

72.20 13.30

.00

21.69

69.40 17.20

.00

55.61

79.20 24.80

.00

5.49

70.90 11.60 42,720.00 35.49 4,490,866.70

76.70 20.20

.00

0.02

71.70 10.40

.00

26.60

73.00 11.30

.00

14.88

81.60 25.30

.00

22.50

62.10 11.00

.00

217.77

73.70 11.20

.00

9.97

73.50 14.70

.00

11.27

73.70 22.80

.00

9.97

71.70 12.20 40,251.00 26.60 21,051,271.94

68.70 5.50

66.54

69.90 13.20

.00

48.40

74.40 18.80 46,290.00 6.04 2,104,917.81

69.20 16.10

.00

58.63

80.50 19.40

.00

13.27

79.00 11.00

.00

4.59

71.20 12.10

.00

32.00

75.90 13.40 41,076.00 0.92 14,161,422.19

80.50 18.60

.00

13.27

60.70 13.40

.00

261.05

62.50 12.90

.00

206.12

70.00 10.40 39,256.00 47.02 31,171,748.29

71.10 13.50

.00

33.14

44.70 11.70

.00

73.00 11.50

.00

14.88

89.50 28.90

.00

159.84

63.00 9.20

.00

192.02

73.00 17.30

.00

14.88

65.70 9.00

.00

124.48

46.60 8.00

.00

915.49

68.10 11.60

.00

76.69

90.00 25.40

.00

172.74

68.10 12.70

.00

76.69

86.70 32.70

.00

96.88

68.90 13.10

.00

63.31

74.10 12.80

.00

7.60

72.50 10.60

.00

18.98

69.90 11.80

.00

48.40 101,005,846.91

72.60 9.60

.00

18.12

71.40 13.00

.00

29.78

70.00 15.80

.00

47.02

60.40 17.60

.00

270.83

72.30 11.80

.00

20.77

79.20 20.80

.00

5.49

68.90 12.20

.00

63.31

.98

73.10 20.40

.00

14.12

80.20 22.50 47,820.00 11.18 8,885,368.29

78.00 17.20

1.31

34.70 6.90

.00

72.30 13.40

.00

20.77

70.40 17.10

.00

41.69

71.00 12.60

.00

34.30

64.40 13.00

.00

155.18

69.70 16.20

.00

51.22

81.30 26.60

19.74

81.20 22.50

.00

18.86

70.90 19.00

.00

35.49

62.50 9.50

.00

206.12

77.40 18.20

.00

0.29

65.50 13.20

.00

128.98

76.20 19.50

.00

0.43

84.70

.00

61.51

73.10 9.40

.00

14.12

71.90 9.70 38,372.00 24.57 41,824,242.69

76.30 11.10

.00

0.31

67.10 11.80 37,302.00 95.20 56,808,879.02

13.80

.00

58.70 14.10

.00

329.68

72.00 11.60

.00

23.59

76.20 16.20

.00

0.43

73.10 18.30

.00

14.12

73.90 16.80 49,092.00 8.74 18,086,592.68

70.10 12.40

.00

45.66

72.10 19.00

.00

22.63

53.00 13.90

.00

569.16

69.80 14.30

.00

49.80

72.00 13.00

.00

23.59

79.90 20.00

.00

9.26

72.20 17.10 37,975.00 21.69 47,116,781.90

7.50

.00

88.80 33.60

.00

142.63

73.80 12.80

.00

9.35

60.30 10.50

.00

274.14

76.10 13.00

.00

0.57

76.30 14.50

.00

0.31

59.40 10.20

.00

304.75

72.10 14.40

.00

22.63

8.70

.00

7.60

.00

83.20 12.10 44,468.00 40.23 137,764.58

87.80 19.50

.00

119.75

90.40

.00

183.41

81.10 12.30 43,814.00 18.00 1,050,966.38

83.70 11.90

.00

46.83

28.80

.00

81.00 12.70

.00

17.16

84.20 11.60

.00

53.92

85.80 20.30

.00

79.98

82.50 22.90

.00

31.84

88.60 23.80

.00

137.90

82.90 12.20

.00

36.52

86.40 21.10 44,086.00 91.07 567,259.79

86.70 16.80

.00

96.88

23.30

.00

85.70 14.40

.00

78.20

91.50 22.00

.00

214.42

86.80 27.40

98.86

69.60 13.90

.00

52.66

84.60 17.30

.00

59.95

85.80 15.20

79.98

92.50 45.50

.00

85.60 15.90

.00

76.44

79.80 13.20

.00

8.66

90.90 31.50

197.20

89.30 26.30

.00

154.83

87.60 21.00

.00

115.41

.65

88.50 20.90

.00

135.56

85.00 19.90

.00

66.31

86.40

.00

91.07

84.90 27.10

.00

64.69

82.60 22.50

.00

32.98

90.60 41.20

.00

188.87

75.00 10.80

.00

3.45

82.60 16.60

.00

32.98

84.20 25.00

.00

53.92

87.00 31.20

.00

102.88

84.10 23.90

.00

52.46

78.20 16.10

.00

1.80

84.30 23.20

.00

55.40

88.40 32.20

.00

133.24

87.30 30.50

.00

109.06 18,842,835.38

88.10 30.20 52,377.00 126.40 56,818,933.70

67.90 13.50

.00

80.23

87.40 47.70

.00

111.15

77.50 13.60

.00

0.41

68.30 9.80

.00

73.22

70.60 13.10

.00

39.15

70.70 10.50

.00

37.91

87.80 60.20

.00

119.75

78.20 15.40

.00

1.80

74.00 11.10 45,072.00 8.16 54,211.43

80.10 20.90

.00

10.52

70.90 9.20

.00

35.49

81.40 19.60

.00

20.64

63.20 10.80

.00

186.51

52.90 8.00

.00

573.94

62.80 8.50

.00

197.60

73.40 14.60

.00

11.95

71.30 12.10

.00

30.88

64.30 9.50

.00

157.68

65.70 10.50

.00

124.48

63.20 10.30

.00

186.51

88.10 32.60

126.40

82.10 23.90

.00

27.49

76.60 10.80 48,034.00 0.07 10,206,961.02

73.70 15.70

.00

9.97

63.80 11.80 40,956.00 170.49 15,078,982.15

58.90 6.70

.00

322.46

70.00 11.00

.00

47.02

73.50 17.40

.00

11.27

90.70

.00

191.63

84.50 27.10

.00

58.41

70.10 12.50

45.66

80.00 24.50

.00

9.88

72.20 14.80

.00

21.69

78.60 18.60

.00

3.04

75.90 12.40

.00

0.92

81.70 17.60

.00

23.45

78.80 29.40

.00

3.78

64.10 8.00

162.74

78.40 19.80

.00

2.38

62.10 11.00

.00

217.77

63.90 9.50

.00

167.88

86.60 28.70

.00

94.93

86.60 34.90

.00

94.93

64.90 9.40 40,956.00 142.97 15,078,982.15

72.80 13.20

.00

16.46

76.20 17.50

.00

0.43

89.30 41.50

.00

154.83

68.20 10.30

.00

74.94

80.40 23.60

.00

12.55

79.10 14.80

.00

5.03

.86

74.40 24.50

.00

6.04

60.60 9.50

.00

264.29

92.50 47.20

.00

244.70

71.70 14.00 50,722.00 26.60 34,607,729.86

63.40 9.20

.00

181.09

75.00 19.40

.00

3.45

80.80 19.20

.00

15.55

67.80 12.10

.00

82.03

73.70 18.90

.00

9.97

82.80

.00

35.32

69.00 20.80

.00

61.73

80.60 16.30

.00

14.01

67.40 15.70

.00

89.44

75.90 21.70

.00

0.92

64.40 11.10

.00

155.18

75.20 18.50

.00

2.75

64.80 9.80

.00

145.37

62.20 8.60

.00

214.83

67.30 9.30

.00

91.34

78.90 19.10

.00

4.17

69.90 19.20 40,293.00 48.40 20,667,629.95

81.60 19.40

.00

22.50

88.80 31.50

.00

142.63

74.20 12.50

.00

7.06

76.00 22.90

.00

0.73

60.00 9.90 42,514.00 284.16 5,406,399.31

85.80 28.20

.00

79.98

71.00 18.70

.00

34.30

72.40 17.60

.00

19.87

62.50 9.40

.00

206.12

64.40 8.30

.00

155.18

75.30 14.70

.00

2.42

67.50 10.60

.00

87.55

63.20 11.70

.00

186.51

83.80 22.80

.00

48.20

88.60 29.60

.00

137.90

70.40 12.80

.00

41.69

57.60 10.00

.00

370.83

67.50 11.00

.00

87.55

75.50 15.00

.00

1.84

72.30 16.10

.00

20.77

69.30 13.30

.00

57.11

62.50 10.80

.00

206.12

70.20 12.10

.00

44.32

91.70

.00

220.31

86.80 54.30

.00

98.86

70.90 15.20

.00

35.49

72.40 17.00

.00

19.87

69.00 10.50

.00

61.73

80.80 40.80 39,915.00 15.55 24,247,415.83

85.10 24.70

.00

67.95

75.00 9.60

.00

3.45

83.70 19.00

46.83

71.40 6.40

.00

29.78

68.50 13.90

.00

69.84

58.50 14.20

.00

336.98

88.60

137.90

95.90 63.70

.00

362.63

71.00 16.40

.00

34.30

80.20 30.50

.00

11.18

60.40 11.10

.00

270.83

85.50 21.80

.00

74.70

76.80 31.20

.00

0.00

71.80 10.20

.00

25.57

77.10 42.60 37,308.00 0.06 56,718,469.02

78.00 25.20

.00

1.31

81.30 28.10

.00

19.74

76.40 20.30

.00

0.21

68.50 16.60

.00

69.84

84.50 19.90

.00

58.41

78.40 19.60

.00

2.38

66.50 14.00

107.27

68.60 14.80

.00

68.18

88.50 31.60

.00

135.56

75.20 13.80

2.75

83.40 34.10

.00

42.81

75.20 29.50

.00

2.75

76.00 18.70

.00

0.73

82.00 19.80

.00

26.45

75.60 20.40

.00

1.58

76.80 17.30

.00

0.00

90.40 28.10

.00

183.41

77.90 20.60

.00

1.09

89.60 45.00 47,749.00 162.38 8,467,130.93

75.40 23.70 44,199.00 2.12 409,813.16

63.30 12.20

.00

183.79

85.80 18.00

.00

79.98

85.10 26.30

.00

67.95

79.10 21.90

.00

5.03

85.50 20.80

74.70

87.80 22.10

.00

119.75

82.70 17.50

.00

34.14

83.20 13.30 51,230.00 40.23 40,842,752.68

78.40 16.20

.00

2.38

82.70 13.50

.00

34.14

63.50 13.60

.00

178.41

84.40 17.00

.00

56.90

72.20 13.70

.00

21.69

81.10 12.70

.00

18.00

92.10 27.00

232.35

91.60 28.40

.00

217.35

90.30 40.00

.00

180.71

90.80 25.30

.00

194.41

87.20 26.20

.00

106.98

81.70 16.40

.00

23.45

80.50 12.90 45,713.00 13.27 763,584.97

86.50 18.80

.00

92.99

83.70 15.60

.00

46.83

76.60 15.90

.00

0.07

78.90 15.20 40,175.00 4.17 21,754,449.25

81.00 12.30

.00

17.16

86.90 20.60

.00

100.86

.00

84.00 20.80

.00

51.02

85.90 16.80

.00

81.78

89.20 24.40

.00

152.35

89.10 25.00 48,026.00 149.89 10,155,907.68

85.40 15.30

.00

72.98

89.50 29.80

.00

159.84

84.20 14.80

.00

53.92

81.10 23.30

.00

18.00

87.50 27.20

.00

113.27

92.80 44.00

.00

254.18

68.70 15.30

.00

66.54

72.70 11.80

.00

17.28

77.60 15.10

.00

0.55

64.00 7.20

.00

165.30

67.30 9.20

.00

91.34

79.70 13.40 42,456.00 8.08 5,679,482.62

80.00 20.90

.00

9.88

62.40 9.30

209.01

63.70 7.30

.00

173.11

69.40 10.20

.00

55.61

68.60 10.70

.00

68.18

70.00 17.10

.00

47.02

70.80 11.40 37,223.00 36.69 58,005,992.33

73.40 13.60

.00

11.95

71.30 11.30

.00

30.88

82.90 11.50

.00

36.52

70.30 9.40

.00

42.99

78.40 16.30

.00

2.38

77.40 12.40

.00

0.29

79.00 21.60

.00

4.59

80.00 20.60

.00

9.88

73.70 11.20

.00

9.97

62.70 5.90

.00

200.42

8.80

.00

50.00 5.60

.00

79.50 16.00

.00

6.99

79.70 10.70

.00

8.08

72.40 8.80

.00

19.87

72.10 13.80

.00

22.63

80.30 11.70

.00

11.85

59.60 7.30

.00

297.81

83.60

.00

45.47

73.70 8.20

.00

9.97

75.80 11.20

1.12

70.00 9.80

.00

47.02

83.00 23.10

.00

37.74

72.00 10.80

.00

23.59

79.40 9.70 42,141.00 6.47 7,280,102.52

70.90 11.80

.00

35.49

74.00 10.80

.00

8.16

83.80 19.70

48.20

72.00 12.70

.00

23.59

73.50 13.60

.00

11.27

73.40 7.10

.00

11.95

66.80 9.00

.00

101.14

65.40 10.10

.00

131.26

74.70 11.30 34,916.00 4.65 98,469,233.61

75.50 10.60 33,791.00 1.84 122,061,983.26

75.40 8.50

.00

2.12

74.60 13.80

.00

5.09

70.50 11.90

.00

40.41

58.20 8.70

.00

348.09

77.60 10.40

.00

0.55

72.40 9.90

19.87

81.40 15.20

.00

20.64

64.30 7.10

.00

157.68

76.70 10.00

.00

0.02

84.10 16.50 40,714.00 52.46 17,016,998.75

82.40 14.90 47,984.00 30.72 9,889,977.67

86.90 21.60

.00

100.86

86.30 22.50

.00

89.17

84.10 14.00

.00

52.46

82.80 14.00

.00

35.32

87.30 20.80

109.06

84.30 14.70

.00

55.40

75.40 10.30

.00

2.12

86.20 16.70

.00

87.29

81.30 13.20

.00

19.74

92.20 40.60

.00

235.41

82.30 13.20

.00

29.63

87.80 21.40

.00

119.75

85.90 18.30

.00

81.78

86.60 21.10

.00

94.93

88.90 27.00

.00

145.03

83.70 12.40

.00

46.83

84.20 16.90

.00

53.92

78.50 10.00

2.70

83.50 17.20

.00

44.13

84.10 16.70

.00

52.46

81.90 14.50

.00

25.43

88.50 18.50

.00

135.56

83.70 13.20

.00

46.83

79.00 11.30

.00

4.59

84.70 17.40

.00

61.51

78.50 10.00

.00

2.70

83.50 19.20 60,464.00 44.13 244,135,421.55

84.00 11.40

.00

51.02

89.70 25.40

.00

164.94

85.50 13.30

.00

74.70

80.90 11.70 42,697.00 16.35 4,588,877.36

81.60 13.60

22.50

84.60 15.50

.00

59.95

83.80 18.30

.00

48.20

82.50 12.90 45,385.00 31.84 297,934.20

78.80 10.10

.00

3.78

78.20 12.90

.00

1.80

80.20 23.60

.00

11.18

81.10 13.20

.00

18.00

80.60 10.60

.00

14.01

85.10 20.00

.00

67.95

88.10 22.50

.00

126.40

91.90 38.60

.00

82.60 13.30 48,414.00 32.98 12,779,434.47

89.60 24.60

.00

162.38

85.90 15.60

.00

81.78

86.50 23.40 55,980.00 92.99 124,118,170.82

82.40 13.00

.00

30.72

82.90 20.30

.00

36.52

82.10 14.10 43,765.00 27.49 1,153,833.69

83.90 16.70

.00

49.60

79.10 11.20

.00

5.03

91.60 26.30

.00

217.35

83.50 17.60

.00

44.13

84.70 16.50 41,563.00 61.51 10,733,267.01

81.50 12.60

.00

21.56

84.40 17.90

.00

56.90

78.30 11.00

2.08

80.90 13.30 48,774.00 16.35 15,482,914.58

78.90 14.00

.00

4.17

85.40 17.60 43,458.00 72.98 1,907,620.93

84.20 21.80

.00

53.92

83.70 15.20

.00

46.83

88.80 21.90

142.63

92.00 34.10

.00

82.70 14.80

.00

34.14

78.80 11.70

.00

3.78

86.30 22.80

.00

89.17

84.80 16.90

.00

63.09

93.50 44.10

.00

276.99

83.20 15.90 42,071.00 40.23 7,662,745.83

88.30 15.70

.00

130.94

83.50 17.20

44.13

86.40 14.70

.00

91.07

85.80 17.50

.00

79.98

84.80 19.70

.00

63.09

84.70 18.60

.00

61.51

84.20 17.90

.00

53.92

90.10 22.20

.00

175.38

89.10 23.40

.00

149.89

87.90 17.20

.00

121.95

88.30 20.00

.00

130.94

87.30 15.30

.00

109.06

87.60 23.70

.00

115.41

84.90 15.20

.00

64.69

88.40 22.40

.00

133.24

89.00 21.60

.00

147.45

87.40 17.00

111.15

45.80

.00

84.80 15.00

.00

63.09

85.60 18.70

.00

76.44

85.20 14.50

.00

69.61

47.00 10.90

.00

12.80

.00

55.20 15.70

469.03

54.20 12.40

.00

513.34

59.70 14.70

.00

294.36

52.70 12.30

.00

15.70

.00

59.60 13.40

.00

297.81

9.10

.00

54.30 14.40

.00

508.82

67.40 21.70

.00

89.44

53.60 17.30

.00

540.89

63.30 21.10

.00

183.79

14.00

.00

689.43

10.90

.00

71.70 21.50

.00

26.60

59.00 18.20

.00

318.87

57.50 15.00

.00

374.69

66.00 16.30

.00

117.88

49.40 9.50

.00

753.89

60.70 15.90

.00

261.05

56.50 14.90

.00

46.40 11.00

.00

52.50 11.80

593.27

60.40 11.70

.00

270.83

63.10 19.10

.00

189.26

63.20 16.20

.00

186.51

10.00

.00

50.90 9.20

.00

673.77

62.70 14.90

200.42

55.70 13.20

72.30 35.90

.00

20.77

61.60 21.20

.00

232.78

51.40 14.90

.00

60.50 18.10

.00

267.55

59.70 15.00

.00

294.36

13.30

607.97

52.40 10.90

.00

58.30 15.30

.00

344.36

56.00 13.20

.00

435.02

49.80 13.10 14,655.00

911,083,907.98

44.10 12.70

.00

41.70 9.60

.00

57.00 13.10

.00

394.30

58.60 9.10

.00

333.32

59.80 17.60

.00

290.94

55.40 14.90

.00

6.10

.00

51.60 11.50

.00

56.10 18.60

.00

430.85

53.00 12.60

569.16

52.70 11.80

.00

583.56

51.90 12.30

.00

50.90 12.00

.00

673.77

47.50 11.10

12.30

.00

54.10 12.80

.00

517.88

61.40 19.80

.00

238.92

53.30 11.20

.00

554.93

48.20 11.80

.00

59.50 13.60

.00

301.27

57.10 13.30

.00

390.34

12.80

.00

58.70 18.30

.00

329.68

67.50 28.90

87.55

49.70 11.70

.00

45.80 12.70

.00

59.40 13.00

.00

304.75

65.00 20.00

.00

140.59

64.50 16.60

.00

152.70

69.10 27.10

.00

60.17

49.20 11.90

.00

764.91

11.90

.00

56.30 14.40

422.59

10.10

.00

12.80

.00

12.10

.00

527.03

55.80 15.80

.00

443.40

r

76.86

0.67 873.48

High school (%) Income SSxx SSyy SSxy
7

 8.70 1

 8.00 54 83 3.40 85,448,4

 57 17,036.05
82.00 23.10 51,8

 13.00 26.45 48,634 53.5 35,8

 66.1
64.70 10.90 32,3

 12.00 147.79 1

56,929 152,2

 93.2
63.2 7.10 40,44

 7.00 1

 86.5 19,291,126.66 59,983
70.4 9.60 45,3

 65.00 41.69 276,500.86 – 3,3

95.3
60.5 7.70 26,5

 25.00 2

 67.5 335,408,695.01 299,56

 5.49
6

 7.80 10.40 31,913 82.03 167,085,7

 80.6 117,0

 72.7
73.9 15.20 40,895 8.74 15,556,4

 49.4 11,66

 3.04
64.2 9.50 38,19

 0.00 16

 0.20 44,211,4

 15.30 84,1

 58.7
63.5 9.70 39,7

44.00 1

 78.4 25,960,721.78 68,0

 56.3
6

 6.20 9.90 41,9

50.00 113.57 8,347,2

 83.1 30,7

 89.9
31,85

 9.00 140.59 168,484,722.66 153,906.31
70.8 12.10 35,2

5

 6.00 36.69 91,837,0

 80.3 58,045.59
66.00 35,896 117.88 79,980,227.25 97,096.28
62.9 9.20 39,6

 74.00 194.80 26,678,94

 5.09 72,0

 90.4
73.2 1

 9.30 43,3

35.00 13.37 2,262,516.89 5,500.79
73.3 14.10 41,1

34.00 12.65 13,728,2

 58.8 13,1

 79.4
67.7 28,4

 63.00 83.8 268,178,829.61 149,9

 57.1
65.7 38,455 124.48 40,757 71,228.38
6

 8.40 12.20 33,902 71.5 119,621,6

 11.30 92,496.01
60.1 11.20 33,5

39.00 2

 80.8 127,693,7

 63.1 189,35

 7.30
11.90 41,5

 23.00 10,996,9

 60.3 21,412.61
77.8 14.00 41,1

 91.00 0.89 13,309,118.89 – 3,440.09
70.3 13.90 30,0

 84.00 42.99 217,714,938.78 96,7

 50.1
63.8 8.30 38,795 170.49 36,531,948.82 78,9

1

 8.90
7

 7.60 1

 6.60 53,0

92.00 0.55 68,109,260.59 6,131.56
6

 8.50 10.60 36,455 69.8 70,294,248.09 70,0

 66.7
74.1 13.40 40,125 22,223,3

 6

 5.90 12,997.13
6

 6.10 36,7

38.00 115.71 65,628,898.84 87,144.54
62.1 34,9

 85.00 217.77 97,104,597.63 145,418.29
6

 5.60 34,046 126.72 116,492,443.34 121,499.07
64.8 10.50 25,513 145.37 373,500,712.02 233,016.29
65.2 8.10 33,2

 21.00 135.89 134,981,79

 3.09 1

35,433
6

 6.70 39,0

 73.00 103.17 33,248,6

 76.2 58,5

 67.1
7

 6.50 18.40 44,323 0.13 266,427.87 1

 84.2
67.00 41,2

 19.00 97.16 13,105,605.57 35,6

 84.1
80.9 24.60 47,4

 60.00 16.35 6,868,7

 68.1 10,5

95.9
65.1 36,1

 20.00 138.23 76,023,86

 4.65 102,511.56
7

 6.40 18.50 42,9

36.00 0.21 3,622,042.77 869.82
65.6 7.50 40,613 17,860,4

 83.3 47,574.11
81.4 2

 7.90 39,844 20.64 24,951,6

 88.4 – 22,692.86
74.5 1

 6.90 48,151 5.56 10,968,241.06 – 7,806.11
64.3 11.00 29,6

 72.00 1

 57.6 230,0

42,939 190,454.66
70.00 1

 8.80 27,265 47.02 308,851,328.57 120,506.70
8

 5.40 34.30 57,5

47.00 72.9 161,489,031.98 108,5

 62.5
71.9 34,7

 89.00 24.57 101,005,846.91 49,819.04
35,3

 68.00 89,702,995.09 129,348.07
6

 9.40 41,408 55.61 11,772,903.63 25,5

 86.3
76.7 1

 8.60 43,395 0.02 2,085,616.91 226.79
67.9 1

 1.80 37,451 80.2 54,585,004.40 66,176.08
80.30 28.50 46,2

 94.00 11.85 2,116,540.48 5,008.94
7

 6.30 48,663 0.31 14,621,702.55 – 2,130.01
62.4 10.00 26,003 209.01 354,801,1

 68.8 272,315.14
69.7 9.80 33,7

97.00 51.22 121,929,441.26 79,029.19
6

 9.10 32,892 60.17 142,734,7

 87.6 92,6

 74.6
61.9 36,913 223.71 62,824,115.57 118,5

51.9
66.5 35,3

 90.00 107.27 89,286,747.76 97,8

 65.3
71.3 11.10 47,997 30.88 9,971,912.34 – 17,5

 4

 8.20
8

 6.80 36.80 71,367 98.86 703,725,9

 49.60 263,765.28
12.40 24,344 420,051,8

50.3 247,110.97
40,714 17,016,998.75 29,523.97
70.1 39,5

 78.00 45.66 27,679,873.06 35,549
78.8 24.00 44,3

 29.00 3.78 260,269.87 – 9

91.2
6

 7.20 37,429 93.26 54,910,567.73 71,5

 60.2
72.3 39,668 20.77 26,740,9

 63.09 23,565.19
59.5 10.10 21,4

 28.00 301.27 548,082,717.42 406,348.47
62.6 36,604 203.26 67,817,9

 67.4 117,409.07
74.7 4.90 61,629 281,898,508.58 – 36,216.28
78.5 79,047 2.70 1,170,175,871.99 56,202.23
90.3 28.90 71,504 18

 0.71 711,013,344.98 358,4

 54.3
71.00 13.10 45,9

 58.00 1,251,7

 88.3 – 6,553.05
88.9 21.10 67,1

54.00 14

 5.03 497,951,7

93.6 268,736.73
91.7 22.70 69,068 220.31 587,03

6,3

 72.2 359,627.69
76.6 16.40 55,455 0.07 112,695,920.66 – 2,72

 8.66
91.8 27.00 63,1

 75.00 223.29 336,202,7

 89.7 273,9

 91.6
23.80 52,485 145.03 58,458,769.74 92,078.49
93.20 79,8

 56.00 267.09 1,226,178,627.57 572,278.84
88.5 20.30 59,7

 26.00 135.56 221,617,811.32 173,326.86
89.6 20.20 66,095 16

 2.38 451,810,4

 57.3 270,8

 62.3
85.4 18.70 70,3

 32.00 649,884,559.28 217,7

 84.3
72.20 46,911 21.69 4,292,494.00 – 9,648.60
88.1 18.30 65,936 1

 26.40 4

45,076 83.2 237,1

 90.9
74.8 14.70 53,101 4.23 68,257,8

 92.5 – 16,994.89
7

 7.40 17.00 81,3

 22.00 0.29 1,330,997,139.36 19,808.85
12.70 59,184 23.59 205,774,247.82 – 69,673.38
84.10 14.20 52,310 52.4 55,813,353.02 54,110.98
90.6 29.50 66,812 1

 88.8 482,805,411.52 301,971.85
84.4 21.60 52,623 56.9 60,588,0

 63.7 58,713.17
86.8 18.20 49,9

 16.00 25,774,238.27 50,4

 78.7
21.20 62,735 320,260,8

 56.2 208,360.54
66.3 38,856 111.45 35,798,2

 81.5 63,1

 64.5
8

 5.80 16.30 59,774 79.9 223,049,251.33 133,5

 61.6
84.30 17.60 60,227 55.4 236,785,419.47 114,53

 1.09
74.3 36,901 6.54 63,014,4

 87.5 20,298.18
63.6 30,051 1

 75.7 218,689,8

 68.7 196,047.26
79.5 18.80 41,328 6.99 12,328,2

 90.2 – 9,2

 79.8
83.80 29.90 49,247 48.2 19,428,996.06 30,603.43
78.2 39,799 25,403,278.46 – 6,768.76
75.6 11.80 38,191 1.58 44,198,117.96 8,356.99
82.5 50,699 3

 1.84 34,337,648.51 33,0

 66.8
69.3 33,2

 62.00 57.11 134,030,784.43 87,489.07
25.90 58,389 31.84 183,597,987.57 76,4

61.2
77.5 40,5

 77.00 0.41 18,166,0

 63.3 – 2,740.42
71.2 12.30 36,777 64,998,528.86 45,

607.97
83.4 26.70 47,3

 18.00 42.81 6,144,615.46 16,218.92
72.70 46,1

57.00 17.28 1,736,6

 85.1 – 5,478.28
60.7 38,2

 45.00 261.05 43,483,031.98 106,5

42.1
84.7 44,928 61.5 7,8

 91.3 696.72
65.8 41,428 122.26 11,636,056.97 37,717.39
72.4 39,026 19.87 33,792,904.89 25,909.49
72.5 40,882 18.98 15,659,1

 66.80 17,241.52
12.80 37,468 54,334,095.74 – 4,739.39
80.4 51,8

 53.00 12.55 49,193 24,8

49.7
76.8 38,603 38,889,772.76 355.69
66.6 31,952 105.21 166,079,0

 60.6 132,184.14
68.70 36,608 66.54 67,752,102.14 67,141.92
71.80 13.80 35,

946.00 25.57 79,088,410.60 44,973.07
11.70 28,351 60.20 271,859,634.91 208,691.32
75.3 19.80 37,132 2.42 59,400,415.63 12,000.34
60.60 32,626 264.29 149,161,436.23 198,5

49.8
40,590 18,055,41

 6.04 8,740.69
73.1 41,7

 15.00 14.12 9,760,416.39 11,737.61
16.80 35,5

 81.00 85,713,647.15 25,5

 25.10
11.50 40,175 21,754,4

 49.2 17,057.03
77.3 20.90 41,7

40.00 9,604,833.07 – 1,3

 72.8
71.50 42,315 28.70 6,371,416.58 13,522.05
69.2 38,7

 59.00 58.6 36,968,424.81 46,556.06
68.3 37,797 73.22 49,592,109.17 60,260.07
34,252 101.14 112,088,0

94.7 106,4

 75.5
31,051 190,113,535.74 163,4

 86.7
17.30 36,851 63,810,804.21 30,011.83
83.30 25.20 49,1

 80.00 41.51 18,842,835.38 27,9

 67.8
71.1 39,710 33.14 26,308,349.10 29,5

 28.80
32,863 143,428,564.31 55,7

 73.4
78.3 40,838 2.08 16,009,33

 3.45 – 5,7

 73.5
77.2 47,8

 64.00 0.12 9,149,617.63 1,037.41
72.1 39,685 22.63 26,565 24,518.56
36,845 63,906,698.21 61,211.62
40,605 17,928,166.05 15,061.08
70.7 11.60 36,944 37.91 62,333,6

 54.2 48,610.83
7

5.50 13.70 41,090 14,056,249.53 5,0

 87.7
33,045 139,102,3

 63.70 41,9

52.2
10.30 32,2

 87.00 157,556,884.13 136,2

 79.3
15.70 40,327 20,359,6

46.6 9,2

 81.6
67.6 35,928 85.6 79,408,888.59 82,490.99
65.30 31,965 133.57 165,744,163.36 148,7

 87.2
63.30 34,936 1

 83.7 98,072,706.95 134,257.59
56.20 26,402 426.71 339,929,108.97 380,857.22
38,113 45,241 79,7

 52.40
73.40 37,868 11.95 48,597,162.53 24,099.58
69.80 36,487 49.80 69,758,6

 85.43 58,94

 1.54
77.6 14.60 51,896 49,798 5,242.97
67.80 35,909 79,747,873.92 80,880.84
76.00 34,418 0.73 108,600,711.46 8,931.32
12.50 39,843 24,961,679.81 12,775.38
35,373 89,608,308.42 115,0

 80.5
29,134 246,652,2

55.1 205,062.93
36,5

 86.00 68,114,7

 57.4 58,2

42.90
69.1 10.70 34,708 102,640,534.88 78,5

 87.8
70.2 31,868 44.32 168,251,160.66 86,349.53
73.50 37,770 11.27 49,973,115.17 23,731.45
73.8 40,013 9.35 23,291,8

 83.20 14,7

53.7
62.2 28,618 214.83 263,126,242.99 237,754.23
68.80 35,652 64.9 84,404,028.51 74,021.33
34,1

 88.00 220.73 113,447,348.05 158,2

44.7
32,414 18.12 154,384,7

 62.8 52,894.39
77.4 41,282 12,653,433.59 – 1,931.41
68.2 38,606 74.9 38,852,364.76 53,960.75
28.10 49,072 17,916,879.34 31,928.11
35,507 87,089,3

 31.80 71,4

56.7
33,657 125,040,847.89 131,469.14
82.3 54,799 29.63 99,198,283.12 54,211.01
65.4 34,000 131.26 117,487,530.66 124,184.72
27,544 78.45 299,122,7

 84.6 153,1

 83.9
16.60 43,625 1,474,200.32 312.08
64.6 38,804 150.23 36,423,234.82 73,973.26
72.90 32,378 15.66 155,280,670.82 49,309.29
28,589 264,067,911.65 143,928.32
14.90 38,373 41,811,309.35 15,240.99
71.6 34,762 27.64 101,549,2

 84.9 52,976.03
24.50 44,657 33,184.64 – 481.46
15.50 41,455 11,452,5

 82.9 13,391.27
28,448 268,670,3

39.60 266,4

 71.7
64.1 37,223 1

 62.7 58,005,9

 92.3 97,1

 59.7
82.4 34.90 72,019 30.72 738,743,348.47 150,656.83
88.30 28.20 53,905 130.94 82,189,336.84 103,740.00
54,427 51.02 91,926,551.01 68,4

 85.5
21.80 41,095 14,018,7

 82.8 – 20,379.36
85.7 17.10 52,807 63,486,3

 70.5 70,45

 9.26
45,135 165.30 87,517.45 – 3,803.54
86.9 81,968 100.86 1,378,5

50,276 372,8

 83.5
38,158 44,637,9

 85.9 35,123.14
89.1 26.50 66,275 149.89 459,494,957.35 262,438.13
67.50 17.50 44,701 87.55 19,089.98 1,292.83
68.5 41,3

 31.00 12,307,232.27 29,317.88
40,197 64.69 21,5

49,709 – 37,336.78
41,026 318.87 14,540,238.84 68,091.85
45,063 50,101.43 1,218.32
13.50 45,629 623,836.94 – 6,60

0.67
46,019 1,392,00

 7.06 – 9,505.96
38,139 44,892,231.28 – 2,967.93
79.6 46,742 7.52 3,620,7

 75.2 5,2

 19.40
69.9 24.90 54,310 48.40 89,696,686.97 – 65,888.93
46,711 3,503,760.61 – 21,445.66
91.20 51.30 91,792 205.72 2,204,568,572.61 673,442.78
44,574 67.95 70,313.28 – 2,185.76
46,3

 37.00 15.55 2,243,505.16 5,905.90
45,740 811,500.97 – 11,762.22
77.1 35,429 0.06 88,551,233.77 – 2,286.33
87.9 57,918 121.95 171,055,885.42 144,429.08
68.4 22.50 62,183 300,808,560.08 – 146,677.43
66,602 473,620,921.46 77,104.93
26.10 59,040 1

 80.7 201,663,671.77 190,901.29
30.80 75,718 953,502,357.62 81,611.63
90.5 30.30 74,064 1

 86.1 854,090,8

 92.4 398,713.34
46,794 12

 4.17 3,821,373.97 21,7

 82.6
55,208 107,512,707.92 – 19,255.30
24.80 56,404 133,745,3

 73.6 74,511.80
74.90 73,9

 79.00 3.83 849,129,895.75 – 57,027.71
74.2 15.90 54,151 86,710,242.92 – 24,741.88
82.60 60,589 32.98 248,057,2

54.9 90,4

50.7
81.2 71,085 18.86 688,843,775.51 113,984.70
14.50 53,142 68,937,043.94 – 46,9

 69.4
85.60 54,617 76.4 95,606,027.73 85,487.24
85.3 91,165 71.28 2,146,082,848.42 391,127.33
79.2 29.40 60,087 232,496,426.10 35,725.12
40.50 95,691 2,585,908,969.16 332,7

 21.70
34.20 69,511 40.23 608,699,367.69 156,492.54
44,199 409,813.16 – 4,124.57
85.2 17.20 46,120 69.6 1,640,534.43 10,685.95
17.70 38,014 46,582,897.91 – 47,386.88
21.40 69,6

 41.00 615,130,9

44.40 172,198.23
68,324 5

51,537 188,887.66
51,622 46,006 – 43,797.00
49,400 14.88 20,801,202.11 – 17,5

 91.30
75.70 40,171 1.34 21,791,778.58 5,401.24
35,672 17.16 84,036,941.85 – 37,979.24
61.7 43,746 229.74 1,195,013.02 16,

 569.16
16.10 49,850 25,108,452.25 37,295.45
80.1 26.90 76,807 10.52 1,021,942,3

 77.9 103,670.52
79.80 34.10 52,482 58,412,903.74 22,492.58
39,211 31,676,2

 58.2 28,4

 61.8
17.40 60,918 258,528,886.36 31,240.59
37,907 48,054,932.54 – 39,8

 11.18
90.7 68,960 191.63 581,814,608.19 333,903.82
87.3 48,790 109.06 15,609,085.26 41,2

 58.4
36,172 75,119,775.34 – 14,239.84
36,205 74,548,831.35 – 2,961.21
92.80 71,909 2

 54.1 732,775,885.10 431,573.37
24.30 44,242 356,607.84 – 6,9

 52.7
47,699 8,178,6

47.5 20,713.67
93.40 38.80 65,648 273.67 433,007,551.16 344,239.78
14.40 31,853 168,640,520.66 61,775.67
25,142 387,978,368.58 170,519.09
34,503 106,8

36,338 – 6,645.78
44,709 16,943.32 – 1,749.82
42,204 6,944,102.54 – 8,545.75
78.9 34.50 50,848 36,106,079.89 12,2

 75.8
41,446 11,513,578.97 2,908.07
51.90 106,754 405.74 3,833,446,605.93 1,247,148.24
86.6 42.60 80,690 94.9 1,285,282,261.83 349,2

 93.3
92.50 26.60 80,4

 30.00 2

44.70 1,266,707,428.42 556,7

46.1
60,302 208.60 239,099,2

 19.50 223,329.14
80.50 43,9

61.00 13.27 771,176.42 – 3,199.13
60,523 245,982,632.90 133,9

 86.4
94.10 31.20 66,864 297.32 485,093,2

 90.20 379,773.40
92.30 61,480 238.49 276,917,339.20 256,983.79
43.60 47,522 7,197,595.53 46,260.00
93.1 47,989 263.83 9,921,451.01 51,162.63
33,180 135,936,163.74 – 10,994.17
86.2 19.90 40,963 87.29 15,024,666.82 – 36,214.88
36.50 73,812 839,425,080.36 432,940.00
86.30 39,255 89.17 31,182,915.63 – 52,731.08
15.40 42,676 4,679,2

 89.3 – 309.25
48,519 13,541,174.50 9,725.67
91.4 36.40 51,696 211.50 47,016,165.49 99,718.68
39.5 62,6

 33.00 316,620,510.22 274,7

 89.5
76.9 16.20 36,396 71,287,060.74 – 36

 2.75
81.8 13.20 41,083 24.43 14,108,786.86 – 18,566.59
42,125 7,366,699.85 –

14,773
46,167 66.31 1,763,1

41.7 10,812.50
91.60 44,854 217.35 220.03 218.69
53,459 74,301,529.37 23,643.89
81.1 41,300 12,525,699.59 – 15,016.55
80.70 45,356 14.77 267,116.86 1,986.17
71.4 44,499 29.78 115,713.26 1,8

 56.30
38,281 43,009,547.99 7,588.04
54,091 85,596,4

 22.90 153,052.75
93.30 66,809 270.37 482,673,583.52 361,249.17
81.60 41,421 11,683,8

 62.30 – 16,212.24
96.3 57.10 76,433 378.03 998,170,314.51 614,2

 77.7
38,535 39,742,515.40 30,619.57
81.3 42,191 19.74 7,012,7

 85.8 – 11,765.71
88.40 48,545 133.24 13,733,201.85 42,7

 76.3
78.1 40,982 14,877,733.50 – 4,794.32
95.30 42.50 69,014 340.14 584,422,574.20 445,8

55.5
19.60 32,819 144,484,402.96 82,422.72
92.1 43.70 39,602 232.35 27,427,913.07 – 79,829.94
93.60 48.50 62,452 280.33 310,211,903.50 294,891.03
79.30 36,402 5.97 71,185,778.74 – 20,611.69
48.30 72,844 784,270,698.73 460,482.46
31.70 64,577 2

93.8 389,582,070.83 338,364.96
81.7 14.30 41,748 23.45 9,555,310.40 – 14,970.41
54,479 92,926,389.69 26,441.71
42,698 4,584,594.03 – 5,659.03
39.90 83,994 1,533,100,985.52 295,3

43.4
29.60 65,338 420,202,1

 74.4 113,624.29
85.90 27.50 72,440 81.78 761,806,009.27 249,593.33
88.7 33.80 76,175 140.26 981,934,46

 0.43 371,109.14
27.60 62,864 37.74 324,894,622.29 110,725.90
26.20 65,196 83.59 414,400,669.69 186,121.79
89.2 32.80 76,007 152.35 971,433,844.38 384,703.44
58,076 175,213,760.81 36,308.15
79.40 18.60 52,715 6.47 62,028,7

53.1 20,027.96
85.50 67,478 512,516,781.73 195,666.61
76.5 50,472 31,728,813.11 – 2,011.13
39.10 51,655 46,455,586.15 6,427.08
38.70 40,454 126.40 19,229,685.33 – 49,302.27
51,537.00 44,860,973.44 – 33,201.40
46,461 2,630,343.86 6,7

 19.20
42,661 4,744,409.35 5,7

 87.4
23.60 51,619 45,966,142.13 64,021.72
53,668 77,9

48,300 45,406.37
34,210 112,979,180.73 82,450.83
82.1 46,830 27.49 3,963,417.98 10,437.87
39,907 24,326,266.50 – 7,116.94
86.40 20.10 62,889 91.07 325,796,488.97 172,2

48.90
27.90 62,162 300,080,560.08 85,626.14
39,753 25,869,089.78 10,971.05
39,538 28,102,366.38 70,807.87
65.9 33,575 120.06 126,881,4

47.20 123,421.88
82.7 21.90 52,397 34.14 57,120,847.04 44,160.15
2,709.74
51,767 47,994,876.85 62,648.15
34,443 108,080,278.13 88,960.37
12.90 40,225 21,290,532.59 28,409.59
39,041 33,618,734.89 25,842.64
39,615 27,291,915.74 36,867.13
38,974 34,400,178.21 24,968.23
33,004 140,071,166.35 165,183.85
38,854 355.59 35,822,218.17 112,8

 62.50
54.20 43,243 513.34 2,547,747.53 36,1

 64.4
41,930 8,463,249.79 – 4,779.65
13.60 38,825 36,170,198.83 14,175.61
52,345 56,337,536.36 29,595.23
35,945 79,106,197.93 103,679.62
51,022 38,227,429.95 29,324.95
38,289 42,904,681.33 50,80

 9.88
16.90 42,478 5,575,107.29 8,634.87
39,457 28,967,716.36 46,593.61
47,505 7,106,668.19 7,845.45
51,902 49,883,616.89 38,442
41.70 48,295 11,942,785.10 42,309
34,704 102,721,600.21 29,970.06
37,125 59,508,364.96 86,838.65
10.20 34,156 114,130,046.71 99,962.78
20.80 49,783 24,441,489.56 22,4

 59.6
41,121 13,824,762.21 – 4,993.36
26.30 55,460 1

12,802 89,67

 1.31
46,299 2,131,113.81 – 13,075.78
25.50 54,431 92,003,269.67 77,146.77
18.90 59,244 207,499,227.84 59,6

 78.70
24.20 53,389 124.17 73,099,6

 52.6 95,270.48
39,206 31,732,564.94 66,229.34
53,179 69,552,822.62 41,223
79.1 49,193.00 18,955,866.05 9,765.49
83.6 27.70 58,008 45.47 1

73,418 75.4 88,796.97
42,441 5,751,202.62 – 1,781.75
47,773 8,607,378.94 20,956.27
46,389 2,401,983.84 – 3,188.06
36,276 73,327,8

20.70 55,2

92.6
87.20 33.10 64,492 106.98 386,233,864.13 203,268.54
77.70 15.10 46,810 3,884,184.64 1,6

 61.3
53,913 82,334,454.18 77,517.43
87.1 27.40 54,011 104.92 84,122,529.54 93,946.76
63,497 348,114,750.49 220,964.04
41,287 12,617,886.92 – 1,573.48
38,571 39,289,911.41 22,922.91
38,660 38,182,098.77 42,370.77
44,493 119,831.25 1,508.26
45,337 247,838.18 2,560.34
78.40 47,822 8,897,295.62 4,602.40
41,717 9,747,923.72 2,675.81
35,944 79,123,987.26 50,320.28
67.3 38,961 91.34 34,552,841.54 56,177.85
34,075 422.59 115,867,280.68 221,279.36
34,641 104,002,600.19 93,384.98
39,054 33,468,1

51.5 62,809.76
45,260 177,100.83 – 1,7

 91.5
49,590 22,570,418.84 – 54,430.47
57,953 171,972,628.77 – 46,646.38
56,203 129,136,711.56 – 57,467.32
34,886 99,065,523.60 110,0

 52.5
38,675 37,996,9

48.7 66,924.58
21.30 44,453 149,124.57 – 132.44
71.70 43,057 3,176,117.47 9,190.70
39,083 33,133,4

 52.9 25,079.83
34,642 103,982,204.86 95,415.26
19.30 62,234 4.59 302,580,232.10 37,276.50
77.90 25.40 37,974 47,130,511.23 – 7,160.12
64.90 35,886 142.97 80,1

59,190 107,0

 53.3
51,336 42,208 – 45,848.39
65.5 31,652 128.98 173,901,360.60 149,767.13
52,851 64,189,475.85 51,619.95
32,211 398.28 159,470,5

 89.4 252,020.78
16.50 49,946 26,079,748.28 – 29,400.23
51,489 44,220,285.43 – 5,699.15
35,876 80,338,3

53.9 105,380.27
80.20 48,598 14,128,8

 29.20 12,565.64
88.80 47,766 142.63 8,566,354.27 34,955.07
60.4 39,473 270.83 28,795,743.03 88,311.20
78,391 1,125,725,530.45 253,080.26
39.80 36,563 68,494,93

 2.12 – 34,287.86
27,610 296,844,1

 78.6 216,347.27
54,963 102,492,004.51 32,831.22
58.9 34,441 322.46 108,121,866.80 186,720.25
75,035 911,788,360.07 360,627.74
39,533 28,155,403.05 63,976.64
11.40 36,738 96,865.94
71,679 720,376,661.70 296,391.31
35,506 87,107,997.13 114,396.96
20.60 67,848 529,406,418.51 109,130.06
48,721 15,068,631.23 – 37,098.82
34,174 113,745,776.71 116,858.62
45,389 302,316.87 – 5,419.73
18.10 61,128 265,326,096.42 43,050.79
37,100 59,894,698.29 55,3

 89.50
36.30 63,228 338,149,197.07 151,578.49
35,538 86,511,698.47 98,1

92.7
36,018 77,812,978.62 73,718.81
73.7 17.80 39,821 9.97 25,181,995.14 15,842.53
64,504 386,705,6

 76.1 83,437.17
12.60 32,992 140,355,354.35 100,1

91.9
33,278 133,660,571.10 189,106.42
59,865 225,775,672.03 30,697.23
67.2 36,976 61,829,387.59 75,934.88
61.4 31,388 238.92 180,933,880.52 207,915.17
32,758 145,954,584.27 134,790.01
70.9 39,407 35.49 29,508,433.01 32,359.61
92.40 36.20 91,690 241.58 2,195,000,598.58 728,200.80
15.80 45,847 1,015,728.34 – 5,399.00
34.60 88,681 1,922,106,363.65 387,691.74
41,366 12,062,885.62 34,235.13
41.40 60,916 258,464,575.02 114,836.24
45,235 156,684.15 – 4,297.58
66.10 38,288 42,917,782.66 70,471.14
82.2 49,902 28.55 25,632,282.93 27,0

50.5
49,987 26,500,189.63 – 56,405.00
69.40 36,889 63,205,147.56 59,284.68
43,097 3,035,1

44.1 11,771.88
77,929 1,094,937,080.31 345,5

55.9
46,756 3,674,2

50.6 – 11,418.65
57,810 40.41 168,242,521.39 – 82,456.06
28,324 272,7

50,724 242,0

 63.4
40,750 192.02 16,721,282.76 56,663.73
61,485 277,083,772.53 35,671.42
42,266 6,621,185.90 14,813.81
42,530 5,332,2

49.9 25,070.70
84.20 73,773 53.92 837,166,720.35 212,460.09
56,175 128,501,120.88 84,372.20
38,950 34,682,282.20 53,927
68.10 51,941 76.69 50,436,038.90 – 62,191.01
51,350 42,390,952.72 – 46,598.27
35,156 93,763,713.69 131,275.04
58.5 33,624 336.98 125,779,9

 59.8 205,877.22
10.80 30,927 193,548,377.04 206,6

 93.5
30,699 199,944,308.97 204,424.90
55,741 118,849,973.41 11,370.22
47,742 8,426,442.26 – 16,131.15
37,552 53,102,795.76 71,829.87
41,206 13,199,898.90 23,8

 22.80
62,562 314,098,826.87 78,741.91
43,095 3,042,116.82 – 17,342.18
41,132 13,743,083.54 21,713.01
39,443 29,118,613.02 13,798.19
19.70 41,363 12,083,733.61 – 2,930.28
50,419 31,1

34,541 – 27,101.45
66.70 38,080.42
38,750 37,077,948.80 34,446.64
31,183 186,490,883.79 186,502.76
46,789 3,801,850.63 – 11,810.21
37,518 53,599,479.09 83,878.87
42,162.32
69.00 35,188 61.73 93,145,015.03 75,829.57
34,217 112,830,421.39 122,760.76
56,892 145,270,795.11 10,160.10
38,928 34,941 32,257.45
51,812 8.16 48,620,406.86 – 19,921.64
61.1 47,625 248.28 7,760,868.23 – 43,896.48
44,795 1,950.68 – 90.23
57,767 167,128,878.71 – 27,885.81
86.70 71,073 96.88 688,214,019.51 258,218.67
15.60 45,799 921,280.33 – 4,565.96
67,146 497,594,820.29 87,955.03
44,351 238,306.54 1,687.61
53,277 71,197,033.98 – 56,170.96
38,484 40,388,141.39 44,848.64
57,117 150,745,195.18 – 19,117.03
41,616 10,388,802.36 43,696.59
41,058 14,297,220.19 13,071.63
75.50 47,573 7,473,845.54 – 3,709.91
57.8 33,

309.00 363.17 132,944,739.78 219,730.80
75.40 43,638 1,442,800.99 1,750.14
28,326 272,684,668.23 2

38,731
42,591 5,054,2

 52.66 – 2,5

 69.5
23.40 68,997 583,600,918.87 133,905.99
41,238 12,968,400.24 24,693.33
66.9 37,733 99.14 50,497,602.49 70,756.36
34,878 99,224,838.27 89,222.53
46,627 3,196,348.58 – 16,192.47
37,931 47,722,764.55 39,77

 0.57
31,911 167,137,489.34 176,560.44
39,782 25,574,933.12 35,182.89
34,256 112,003,413.41 127,601.62
30,573 203,523,506.93 294,696.72
36,899 63,046,244.23 83,824.63
32,373 155,405,307.49 165,264.42
33,594 126,453,769.87 149,077.58
64.50 34,717 1

 52.70 102,458,254.88 125,079.98
40,054 22,897,818.54 16,0

 63.9
41,986 8,140,5

59.1 25,555.92
34,514 106,609,063.49 98,677.99
75.1 41,129 13,765,335.54 6,518.90
61.80 31,724 226.71 172,007,592.62 197,475.54
45,659 672,126.95 – 3,162.13
33,052 138,937,294.37 107,935.51
40,689 17,223,882.07 56,678.97
41,056 14,312,348.85 10,052.01
40,165 21,847,832.58 47,475.68
41,716 9,754,169.06 31,409.80
59,832 224,785,056.02 – 50,331.49
36,508 69,408,335.44 54,627.76
35,228 390.34 92,374,521.71 189,888.17
38,503 40,147 54,218.81
42,179 7,076,485.87 17,974.84
61.30 36,034 242.02 77,530,957.29 136,982.30
30,963 192,547,997.05 124,289.33
46,451 2,598,007.20 – 1,381.40
50,690 34,232,252.51 – 81,075.21
35,379 89,494,750.42 81,897.01
35,586 85,621,090.49 109,715.13
42,124 7,372,129.18 17,531.93
41,688 9,929,850.38 26,964.65
84.60 22.10 51,241 59.95 40,983,472.02 49,569.16
84.8 66,828 483,508,798.19 174,6

56.5
12,014 1,395.55 1,077,491,5

56.50 1,226,2

 50.9
57,954 171,998,857.44 84,498.40
22.40 63,707 355,995,140.56 123,451.55
90.8 59,396 1

94.4 211,901,401.22 202,965.40
36,589 68,065,247.46 –

32,530
87.50 47,222 113.27 5,677,895.43 25,360.41
41,402 11,814,113.63 – 29,707.31
40,572 18,208,710.04 – 12,5

58.1
80.60 46,887 14.01 4,193,622.00 7,664.97
43.10 65,003 178.03 406,580,180.96 269,045.30
49,755 24,165,418.89 46,420
42,227 6,823,413.88 – 22,838.08
87.80 53,815 119.75 80,565,586.82 98,222.22
40,228 21,262,8

 56.6 – 14,492.73
39,228 31,485,189.62 – 32,224.73
22.20 43,983 733,021.10 – 9,882.70
46,193 1,832,865.12 – 1,160.28
48,414 12,779,434.47 34,829.47
42,895 3,779,783.42 – 83.53
40,647 17,574,260.06 53,898.84
41,285 12,632,099.59 – 11,526.03
84.5 41,417 11,711,223.63 – 26,155.49
45,385 297,934.20 5,645.54
88.2 46,421 128.66 2,502,197.19 17,942.68
43,026 3,287,5

 72.80 – 6,423.98
44,360 229,600.55 – 1,218.50
41,049 14,365,362.18 16,134.88
82.90 37,994 36.52 46,856,304.57 – 41,365.09
48,578 13,978,875.86 28,201.89
44,664 30,683.31 307.77
19.10 48,600 14,143,868.53 39,274.25
41,868 200.02 8,827,830.44 – 42,021.10
17.90 38,857 35,786,316.17 – 33,757.15
14.80 40,438 19,370,266.66 – 32,317.61
41,816 9,139,535.76 – 1,641.47
24.40 41,975 8,203,449.80 – 33,347.39
41,220 13,098,3

 66.2 11,425.84
46,705 3,481,334.61 16,126.33
44,166 453,153.15 – 6,424.00
36,481 69,858,947.43 77,371.85
42,540 5,286,166.65 5,419.22
41,484 11,257,142.32 7,237.22
36,733 65,709,935.51 – 8,4

54.4
54,025 84,379,536.88 95,927.33
44,419 176,539.90 – 1,866.78
47,536 7,272,910.87 32,477.87
39,423 29,334,859.68 1,392.15
83.70 44,777 46.83 3,864.68 – 425.40
33,524 128,032,993.18 111,534.01
48,505 16.46 13,438,335.17 – 14,872.42
67,450 511,249,791.05 89,1

 53.6
45,628 622,258.27 – 10,6

 94.2
51,792 48,341,893.52 50,359
79.90 44,

251.00 345,939.85 – 1,789.77
47,820 8,885,368.29 19,205.40
45,368 279,664.86 1,662.10
48,634.00 14,400,761.21 53,670.19
47,065 4,954,3

34.7 9,221.55
46,300 2,134,034.48 4,591.35
75.9 39,390 0.92 29,693,415.67 5,215.05
57,436 158,680,213.94 6,839.62
41,561 10,746,375.68 – 19,809.84
59,115 203,799,421.80 12,034.01
41,877 8,774,430.44 – 7,236.47
46,534 2,872,460.55 5,665.77
26.80 58,994 200,359,311.09 150,649.38
83.50 53,108 44.13 68,373,607.26 54,929.56
50,769 35,162,925.20 14,486.37
87,390 172.74 1,810,573,430.58 559,244.06
13.30 45,316 227,370.18 2,166.24
40,956 15,078,982.15 – 21,135.93
50,692 34,255 38,294.88
41,030 14,509 17,7

39.4
49,011 17,404,194.66 38,142.92
36,573 68,329,508.79 1,298.09
43,706 1,284,066.34 – 1,635.12
73.60 33,621 10.61 125,847,259.88 36,537.98
40,877 15,698,763.46 – 8,094.56
66,577 472,533,404.78 218,312.27
39,257 31,1

60,582 14,273.80
47,184 5,498,244.09 20,735.28
35,649 84,459,160.51 80,478.62
46,864 4,099,950.66 11,223.58
51,304 41,794,072.04 49,410.49
49,008 17,379,172.66 14,353.14
32,113 161,955,314.07 – 106,173.94
44,696 20,496.65 – 822.20
43,195 2,703,283.52 – 235.06
54,150 86,691,620.25 52,540.69
52,021 51,578,732.26 48,426.84
67.10 42,900 95.20 3,760,366.76 18,920.52
76,402 996,212,457.83 105,513.41
53,464 74,387,752.71 25,382.57
89.90 25.30 83,191 170.12 1,470,863,131.94 500,221.57
45,579 547,353.59 3,656.97
38.60 86,214 1,711,876,846.21 403,113.50
51,888 49,686,053.55 32,022.59
– 25,574.44
52,736 62,359,979.15 26,398.83
53,219 70,221,609.30 10,415.83
50,705 34,408,002.52 20,782.43
41,375 12,000,449.62 – 34,790.50
83,450 1,490,796,462.69 476,572.11
60,530 246,202,255.57 217,207.64
48,736 15,185,311.24 24,717.47
46,587 3,054,921.90 9,163.83
53,475 74,577,620.04 64,276.19
45,347 257,894.85 1,139.05
53,520 75,356,870.06 70,687.71
46,323 2,201,761.82 4,515.25
40,547 18,422,693.36 1,532.46
20.50 59,983.00 2

29,335 173,290.34
52,641 60,868,605.78 62,749.86
20.40 71,213 695,579,092.89 272,783.60
42,639 4,840,732.68 – 534.56
47,544 7,316,124.20 8,230.71
51,600 45,708,869.46 13,136.05
83.10 58,505 38.97 186,755,004.94 85,315.30
23.30 51,463 43,875,170.09 45,989.04
42,842 3,988,674.07 9,101.16
58,896 197,594,567.73 166,474.57
40,069 22,754,488.55 – 13,084.39
75.80 38,681 1.12 37,923,014.78 6,509.41
32,647 148,648,924.24 75,067.61
58,561 188,288,714.29 95,270.19
47,646 7,878,314.23 – 15,597.68
40,144 22,044,588.57 – 30,720.30
49,700 23,627,702.20 27,915.59
50,395 30,867,285.75 22,462.03
76.10 37,033 60,936,2

35.60 5,909.55
28.60 55,298 109,387,197.94 117,588.28
45,355 266,084.19 3,478.25
47,071 4,981,080.72 13,933.26
48,033 10,200,572.35 19,300.22
46,118 1,635,415.09 8,367.36
51,963 50,749,003.57 51,597.67
58,250 179,850,454.86 109,203.93
39,898 24,415,126.49 10,164.16
43,859 960,726.39 – 1,806.41
44,377 213,597.88 – 2,469.34
46,631 3,210,667.25 9,7

52.8
52,691 61,651,289.13 17,611.38
75.20 39,238 31,373,066.29 9,281.34
38,105 45,348,998.60 15,199.26
51,947 50,521,296.90 20,918.10
80,118 1,244,596,092.32 354,304.04
41,182 13,374,866.89 – 10,762.91
56,494 135,835,143.65 52,947.48
66,159 454,535,299.98 233,302.16
52,296 55,604,365.68 23,436.56
54,930 101,824,920.50 89,232.87
56,878 144,933,511.77 83,585.18
51,251 41,111,608.69 60,546.71
44,746 8,680.00 – 413.94
63,891 362,972,359.28 218,009.44
56,265 130,549,670.91 77,043.98
54,938 101,986,437.83 64,056.53
50,453 31,515,126.44 27,748.97
51,635 46,183,352.81 20,679.47
47,456 6,847,817.51 14,243.33
52,469 58,214,359.06 24,743.27
70.6 42,025 39.15 7,919,533.15 17,608.34
43,850 978,450.39 5,002.25
62,947 327,893,633.65 93,127.93
52,008 51,392,173.59 16,079.43
57,811 168,268,464.06 101,737.62
44,616 49,803.29 – 1,058.47
56,858 144,452,358.43 40,178.52
57,256 154,177,

 753.89 – 14,366.73
49,998 26,613,562.96 – 16,286.62
56,669 139,944,960.37 65,572.34
49,070 17,899,952.01 16,258.94
56,036 125,369,080.17 – 8,476.41
49,290 19,809,918.74 14,878.97
48,293 11,928,965.77 13,963.72
46,551 2,930,373.89 4,010.76
43,765 1,153,833.69 – 2,516.73
94.20 91,431 300.78 2,170,798,947.84 808,040.47
72,624 771,996,971.99 304,048.42
55,898 122,297,798.13 38,075.16
71,069 688,004,164.84 305,393.00
49,110 18,2

40,018 11,714.74
55,980 124,118,170.82 71,779.99
53,577 76,349,734.08 71,1

51.8
50,721 34,595,965.19 17,310.02
55,829 120,776,440.11 60,916.25
45,956 1,247,317.04 1,834.92
49,160 18,669,602.04 17,901.06
76.20 50,722 34,607,729.86 – 3,865.24
67,831 528,624,407.17 203,315.95
40,372 19,955,576.64 – 21,634.33
56,562 137,424,825.00 55,600.97
55,158 277.46 106,478,324.57 – 171,881.18
53,846 81,123,049.49 34,612.93
53,332 72,128,220.67 31,788.37
46,703 3,473,875.27 1,011.99
50,108 27,760,606.33 17,086.64
52,034 51,765,628.93 34,124.83
54,814 99,497,303.13 29,355.57
46,872 4,132,411.99 – 5,401.31
81.9 50,441 25.43 31,380,538.43 28,249.84
42,881 3,834,416.09 – 22,798.86
53,161 69,252,912.61 73,589.67
61,454 276,052,691.86 63,850.20
52,707 61,902,803.81 14,500.13
54,967 102,573,011.17 4,486.26
53,227 70,355,750.63 12,942.12
40,632 17,700,250.05 12,861.46
47,023 4,769,128.71 – 4,273.84
45,987 1,317,521.72 4,181.52
46,659 3,311,793.93 – 3,743.46
44,745 8,867.33 118.37
22.60 68,355 552,994,424.67 269,090.83
56,910 145,705,021.11 91,049.86
45,598 575,828.26 2,233.22
50,052 27,173,632.98 22,639.15
44,468 137,764.58 – 1,018.10
53,327 72,043,317.33 17,340.34
49,113 18,265,652.69 11,722.97
52,032 51,736,8

 53.60 39,869.61
44,612 51,604.62 1,239.66
56,189 128,818,720.22 33,402.15
54,647 96,193,597.74 42,595.06
47,943 9,633,782.33 – 15,075.43
56,755 141,987,087.73 88,689.12
42,450 5,708,116.62 – 9,420.40
47,748 8,461,312.26 – 15,873.61
33.20 49,756 24,175,251.56 53,804.73
62,493 311,657,836.85 120,804.54
47,208 5,611,372.10 7,208.27
47,402 6,568,115.49 15,999.68
44,845 34.03 25.33
42,717 4,503,590.70 – 8,792.06
52,023 51,607,463.59 34,791.04
53,841 81,033,006.16 73,301.60
62,838 323,958,006.95 169,962.33
47,153 5,353,825.41 – 3,834.11
44,907 4,601.38 84.31
56,556 137,284,187.00 122,358.47
52,402 57,196,450.38 39,6

51.6
58,576 188,700,594.30 128,342.74
45,286 199,660.17 4,889.68
39,202 31,777,646.28 – 43,084.66
43,725 1,2

41,367 – 5,061.62
36,832 64,114,715.54 – 36,376.27
41,470 11,351,282.98 – 19,012.08
54,616 95,586,473.07 106,987.53
86.50 47,972 92.9 9,814,645.67 30,209.80
52,474 147.45 58,290,682.40 92,709.51
87.70 21.50 52,555 117.57 59,534,086.42 83,662.50
48,963 17,006,002.64 31,930.69
45,441 362,203.55 2,673.92
46,192 1,830,158.45 7,228.14
42,849 3,960,762.74 – 17,001.92
47,984 9,889,977.67 21,519.98
42,380 6,047,499.93 – 22,238.15
54,321 89,905,166.31 102,811.18
46,171 1,773,780.44 13,908.29
45,238 159,068.15 4,244.77
48,465 13,146,668.49 23,7

 23.70
44,378 212,674.55 – 3,478.56
46,084 1,549,610.41 13,871.13
43,855 968,583.72 – 5,652.03
48,174 11,121,114.40 29,156.33
43,667 1,373,974.33 – 1,925.83
62,470 159.84 310,846,289.50 222,905.99
42,306 6,416,932.57 – 5,175.17
35,198 92,952,091.70 – 46,691.82
47,846 9,041,047.63 24,785.22
85.80 47,359 6,349,560.81 22,534.78
50,230 29,061,085.70 66,538.86
50,954 37,391,188.59 51,015.83
42,873 3,865,810.75 – 10,505.16
41,776 9,382,989.08 – 24,330.62
45,360 271,267.52 4,709.88
46,397 2,426,845.18 11,127.55
49,361 20,446,978.10 36,821.13
43,617 1,493,690.98 – 10,685.36
50,714 34,513,668.52 56,650.81
46,980 4,583,168.03 18,289.06
49,764 24,253,984.89 51,429.86
48,535 13,659,185.18 33,051.70
45,607 589,568.27 6,789.92
49,099 18,146,181.35 34,687.67
86.10 50,316 29,995,705.06 50,622.17
44,593 60,597.95 – 601.38
49,176 18,808,124.71 40,952.56
44,804 1,236.68 – 286.36
53,065 102.88 67,664,336.58 83,434.33
44,449 21.56 152,229.91 – 1,811.53
53,658 77,771,8

24.10 87,685.34
43,576 1,595,589.64 – 14,201.74
93.7 47.60 51,569 283.69 45,290,658.79 113,350.34
48,208 11,349,039.07 28,442.94
43,800 1,079,867.04 – 7,422.73
44,491 121,219.92 – 3,044.01
46,591 3,068,920.57 11,812.55
59,481 214,383,287.91 201,222.19
79.7 50,315 29,984,752.40 15,567.60
39,746 25,940,345.11 – 11,423.79
47,473 6,937,078.85 4,854.06
87.60 53,867 115.41 81,501,777.50 96,985.69
48,034 10,206,961.02 18,347.81
54,582 94,922,804.39 69,592.71
49,262 19,561,456.07 24,073.32
62,020.44
44,853 191.37 104.35
42,783 4,227,820.72 – 9,9

 57.9
44,897 3,344.71
42,756 4,3

39,582 – 10,297.02
53,813 80,529,687.48 30,896.58
46,031 1,420,467.06 4,580.17
44,121 515,763.14 – 3,047.15
45,655 665,584.28 7,051.22
41,720 9,729,199.73 – 21,344.34
87.40 53,600 111.15 76,752,203.42 92,365.15
42,947 3,580,294.11 – 18,435.31
29.70 59,365 210,999,838.54 166,218.58
51,606 45,790,035.46 48,335.25
48,706 14,952,401.23 38,061
82.80 37,473 35.32 54,260,409.07 – 43,7

76.86
42,318 6,356,280.58 – 18,512.83
54,969 102,613,526.51 95,655.65
48,199 11,288,481.07 32,734.74
52,182 53,917,203.64 26,015.39
93.50 44.50 52,061 276.99 52,154,878.94 120,192.71
48,169 11,087,791.06 24,450.85
40,288 20,713,116.61 – 29,323.00
41,071 14,199,078.86 – 39,350.83
40,027 23,156,946.53 – 28,117.31
41,435 11,588,349.64 – 15,805.42
64,814 398,993,972.90 262,528.51
50,337 30,226,173.07 31,024.07
83.90 37,821 49,254,661.18 – 49,428.69
45,485 417,100.90 4,742.33
49,407 20,865,102.78 47,701.72
50,086 27,529,261.66 38,002.62
49,572 22,399,712.83 21,501.09
46,914 4,304,934.01 18,970.13
46,596 3,086,463.91 13,251.73
40,525 18,612,032.69 – 26,933.18
42,795 4,178,616.73 – 10,308.66
44,225 377,200.50 – 4,816.89
43,005 3,364,166.79 – 16,402.88
41,420 11,690,699.63 – 18,610.40
40,162 21,875,886.57 – 34,344.26
41,156 13,565,715.55 – 28,518.62
58,538 187,658,038.95 143,0

56.4
42,038 7,846,533.82 – 28,6

 92.2
36,967 61,971,005.58 –

32,614
39,269 31,026,754.96 – 19,177.88
–

47,096
43,584 1,575,442.97 – 13,233.17
43,723 1,245,827.68 – 11,321.24
15,659,166.80 – 34,201.65
48,710 14,983,351.90 38,874.64
37,866 48,625,051.19 – 100,713.19
44,291 300,486.52 – 4,682.97
23.90 37,858 48,736,685.86 – 53,356.80
– 56,200.10
46,310 2,163,351.15 14,036.11
41,885 8,727,099.78 – 9,875.67
42.70 48,334 12,213,861.11 54,320.07
39,301 30,671,288.31 – 24,052.06
35,101 94,831,887.00 – 30,606.70
41,630 10,298,7

49.70 – 33,192.29
46,049 1,463,697.07 9,609.66
67.40 49,527 21,975,782.82 – 44,333.01
48,737 15,193,105.91 – 27,117.37
50,271 29,504,815.05 45,860
41,086 14,086,258.86 – 34,315.06
43,137 2,897,

 370.83 – 13,009.60
40,274 20,840,745.28 – 30,782.75
– 34,632.35
51,492 44,260,193.43 – 21,668.52
44,547 85,361.27 – 1,999.28
38,836 36,038,008.16 – 24,270.58
41,236 12,982,808.91 565.83
38,330 42,369,248.67 – 45,192.91
52,659 61,149,795.79 66,022.57
49,733 23,949,606.21 – 10,066.79
46,335 2,237,517.83 15,022.60
52,072 52,313,880.27 78,425.35
58,617 189,828,695.64 165,925.95
39,311 30,560,624.98 – 59,388.89
94.90 47.70 79,110 325.55 1,174,490,028.01 618,3

47.40
51,683 46,8

38,056 – 7,234.18
48,647 14,499,595.88 29,864.70
– 34,975.09
39,745 25,950,532.45 – 31,293.28
46,403 2,445,575.18 18,207.66
61,937 292,335,910.01 164,873.79
39,768 25,716,729.79 – 41,294.32
46,221 1,909,463.79 5,586.70
41,362 12,090,686.95 – 34,225.62
42,248 6,714,143.89 – 12,808.04
52,957 65,899,220.55 73,409.27
44,412 182,471.23 – 3,222.10
41,308 12,469,136.93 – 29,107.28
47,322 6,164,462.13 8,548.31
60,071 232,008,7

51.4 162,111.85
42,976 3,471,389.45 – 20,947.51
39,902 24,375,613.16 – 21,441.93
41,403 11,807,240.29 – 26,949.73
47,928 9,540,892.32 15,576.88
44,149 476,329.81 – 4,722.78
– 22,793.11
41,631 10,292,332.36 – 24,199.08
39,970 23,708,782.52 – 38,675.61
48,824 15,878,897.93 34,440
– 58,151.76
48,929 16,726,737.96 38,211.17
45,280 194,334.16 3,501.52
45,072 54,211.43 1,756.25
51,718 47,318 84,905.19
45,736 804,310.31 8,468.77
– 27,537.95
45,712 761,8

38.30 5,099.93
88.6 1

 37.90 – 65,574.66
45,919 1,166,040.36 7,065.31
93.80 41,247 287.06 12,903,660.25 – 60,861.95
39,207 31,721,299.61 – 57,690.08
40,251 21,051,271.94 – 27,267.31
16.70 37,697 51,010,542.48 – 44,5

88.29
48,026 10,155,907.68 32,323.94
52,179 53,873 56,098
54,691 97,058,623.09 81,208.31
47,311 173.11 6,109,960.80 – 32,522.00
52,763 62,787,137.16 89,087.37
43,185 2,7

36,266 – 18,101.48
42,074 7,646,1

45.8 – 26,940.92
36,670 66,7

35,281 – 63,253.56
40,044 22,993,621.87 – 28,977.02
51,713 47,2

49,586 7,856.54
53,847 81,141,064.16 32,815.21
50,739 34,808,035.19 55,711.91
92.70 47,674 8,036,280.91 44,912.16
38,203 44,038,705.97 – 49,392.75
53,693 78,390,367.44 115,480.23
42,481 5,560,949.30 – 16,8

44.30
37,799 49,563 – 30,575.19
43,075 3,112,283.48 – 1,487.13
38,293 42,852,295.99 – 27,775.15
32,614.00 149,454,696.23 – 79,988.82
43,490 1,820,250.28 3,854.62
30,966 280.80 192,464,749.05 232,473.16
40,212 152.70 21,410,669.92 57,178.06
58,485 186,208,771.60 48,346.69
41,361 12,097,642.28 1,937.47
69.50 40,215 54.13 21,382,915.92 34,020.16
33,493 128,735,494.50 202,608.91
24,532 410.35 412,381,011.72 411,363.01
68,990 583,262,7

 58.20 199,074.44
45,104 70,136.78 – 385.87
42,157 7,194,017.19 – 3,065.62
45,365 – 135.16
69.60 44,827 148.02
57.50 24,658 374.69 407,279,481.76 390,647.57
68.9 39,332 63.31 30,328,882.98 43,820.72
58,065 174,922,671.47 – 11,335.02
37,853 48,806,522.52 112,875.75
36,927 62,602,378.90 29,726.30
38,791 36,580,318.15 – 6,308.02
53,941 82,843,372.86 35,888.20
38,731.00 37,309,698.13 21,116.15
46,246 1,979,180.46 – 12,319.69
34,019 155.18 117,076,003.33 134,787.21
57.40 27,780 378.58 291,015,162.06 331,920.82
40,134 22,138,5

91.90 – 1,613.70
51,422 43,333,696.74 – 12,224.56
49.40 20,946 570,883,405.94 656,035.54
53.50 25,183 545.55 386,364,881.92 459,109.80
37,409 55,207,374.39 73,239.42
27,769 435.02 291,390,584.72 356,033.08
47,389 6,501,650.82 9,798.92
32,714 147,019,662.93 183,781.59
52.60 27,051 588.40 316,418,867.84 431,488.20
30,017 219,696,620.09 272,091.05
57,340.79
36,031 77,583,797.29 91,226.50
27,249 309,413,9

 57.90 273,650.86
51,506 44,446,668.77 12,953.42
31,387 180,960,783.85 98,968.08
46,886 4,189,527.33 – 18,128.88
44,133 498,671.14 5,265.91
49,481 21,5

46,618 – 20,688.82
39,744 17,614.18
62.80 35,579 197.60 85,750,683.82 130,170.50
32,778 145,471,737.61 186,429.89
41,376 11,993,522.29 6,084.91
47,519 7,181,507.53 919.09
48,587 14,046,2

 55.8 20,399.32
58.70 24,027 329.68 433,146,274.90 377,887.26
46,613 3,146,485.25 – 4,713.14
32,669 348.09 148,112,952.91 227,059.24
46,203 1,860,041.78 1,967.96
47,968 9,789,599.00 – 10,816.49
40,698 17,149,260.07 51,586.66
39,736 26,042,308.44 28,358.48
52.90 25,974 573.94 355,894,507.50 451,953.48
50,793 35,448,133.21 29,429.58
51,615 45,911,919.47 15,197.95
32,068 163,102,694.06 166,753.59
56,520 136,4

41,870 61,242.19
26,226 3

46,449 337,959.94
54.10 23,550 517.88 453,228,610.75 484,478.34
41,265 12,774,666.25 20,934.02
63.90 34,776 167.88 101,267,320.23 130,388.81
27,818 289,720,109.41 317,564.52
50.90 23,872 673.77 439,622,071.51 544,2

45.50
52.50 23,874 593.27 439,538,206.85 510,649.32
27,175 312,022,778.54 324,261.75
28,588 264,100,412.98 316,199.54
34,167 113,895,138.05 130,809.13
40,905 15,477,666.14 10,059.81
41,803 9,218,307.08 25,373.35
40,799 16,322,945.44 35,783.90
43,594 1,550,439.64 – 4,287.06
24,906 397,331,127.17 483,519.54
38,200 44,078,531.97 40,213.67
42,302 6,437,213.91 4,204.18
50.10 25,000 715.94 393,592,527.86 530,837.30
39,117 32,743,189.58 36,376.02
45,793 909,798.32 40.98
23,530 522.44 454,080,577.41 487,064.39
38,870 35,630,948.84 21,232.54
47,586 7,545,094.21 2,864.85
57.60 28,403 270,147,569.59 316,511.86
45,770 866,450.98 – 983.92
30,303 211,300,136.85 274,109.02
28,779 257,928,948.37 306,059.18
40,866 15,786,052.13 25,257.56
56.40 28,152 418.49 278,461,526.18 341,369.97
36,773 65,063,042.19 89,187.90
50,217 28,921,093.03 11,524.50
38,472 40,540,809.38 88,866.77
38,048 46,119,942.58 66,940.78
30.60 81,394 1,336,255,851.38 352,496.93
42,880 3,838,333.42 17,548.33
49.20 20,346 764.91 599,915,205.75 677,408.40
49,078 17,967,709.34 – 17,197.10
58.3 28,435 344.36 269,096,678.93 304,412.71
30,805 196,957,829.67 211,312.96
56.1 32,845 430.85 143,860,030.30 248,963.35
35,233 92,278,435.04 108,136.97
60.9 39,367 254.63 29,944,606.33 87,319.56
57.7 30,219 366.99 213,749,268.82 280,079.06
36,115 76,111,081.32 51,970.18
28,374 271,101,708.25 247,916.61
60,607 248,624,572.93 57,441.64
58,615 189,773,588.31 30,898.69
46,899 4,242,914.00 – 6,708.95
60,557 247,050,289.58 – 22,901.45
36,159 75,345,290.66 76,880.55
38,256 43,338,081.32 87,931.59
42,483 5,551,520.63 11,208.37
46,590 3,065,417.91 – 10,779.95
45,078 57,041.44 10.26
24.70 46,537 2,882,638.56 5,845.58
42,656 4,766,216.02 17,5

 89.8
26,857 323,358,312.44 342,686.80
40,587 18,080,920.04 25,330.31
28,417 269,687,552.93 255,480.24
24,858 540.89 399,247,015.15 464,702.72
63,709 356,070,615.89 108,368.77
34,350 110,022,614.10 127,517.18
35,757 82,485,748.54 124,035.48
57,012 148,177,875.14 33,389.64
59.4 40,122 304.75 22,251,659.90 82,347.75
59.80 30,703 290.94 199,831,203.64 241,121.11
41,943 8,387,780.46 5,378.29
30,461 206,731,672.23 71,273.09
50,466 31,661,255.11 34,565
40,507 18,767,666.68 – 7,984.03
45,534 482,793.58 99.34
34,721 102,377,293.55 115,924.20
44,067 596,241.12 6,761.89
29,000 250,879,195.77 244,826.57
32,625 149,185,863.57 136,273.90
29,276 242,212,151.86 190,758.30
36,369 71,743,720.73 55,539.19
47,918 9,479,215.65 21,684.11
26,677 3

 59.3 329,864,292.39 344,300.85
40,718 16,984,013.41 25,374.17
55.50 26,431 456.12 338,860,594.31 393,143.88
29,561 233,422,371.95 236,155.18
38,132 44,986,082.61 25,199.07
40,169 21,810,4

 55.2 46,501.02
37,382 55,609,332.38 83,199.88
36,497 69,591,7

42.10 27,170.74
49,477 21,509,499.47 11,330.06
35,704 83,451,267.19 68,121.27
47,009 4,708,177.37 6,385.74
44,939 9,966.73 – 1,053.95
36,287 73,139,552.04 71,470.77
34,727 102,255,911.55 – 35,827.04
50,059 27,246,661.65 1,790.21
26,401 181.09 339,965,984.30 248,123.08
32,342 156,179,170.81 128,183.89
33,112 137,526,434.38 48,750.26
25.80 34,928 98,231,221.62 21,378.75
78.60 41,254 12,853,418.91 – 6,248.81
49,140 18,497,168.70 – 35,082.06
39,414 29,432,431.68 42,083.21
38,433 41,038,969.37 14,458.95
29,805 226,026,162.69 142,178.66
30,468 206,530,426.90 214,950.06
34,313 110,800,181.42 63,757.37
46,264 2,030,150.47 – 5,353.15
58,107 176,035,405.48 41,700.32
32,144 161,167,252.75 118,789.13
45,412 328,138.21 – 1,693.89
50,791 35,424,321.88 2

55.7
29,421 237,719,858.57 229,068.26
39,521 28,282,895.04 74,225.84
36,137 75,727,701.99 95,349.95
28.30 61,639 282,234,405.25 118,320.62
37,862 48,680,852.53 37,376.93
25,487 374,506,348.68 264,293.24
45,358 269,188.19 – 5,062.28
37,410 55,192,515.05 38,312.48
37,975 47,116,781.90 77,270.17
40,184 21,670,575.25 – 15,096.54
31,235 185,073,3

46.4 117,771.76
36,569 68,395,654.13 50,092.70
47,780 8,648,501.61 – 10,166.57
31,715 172,243,746.62 227,796.64
53.30 51,063 554.93 38,736,103.29 – 146,615.07
32,777 145,495,860.95 138,196.68
46,076 1,529,757.08 3,639.96
37,122 59,554,658.96 – 331.56
90.1 56,703 175.38 140,750,

545.05 157,112.32
40,497 18,854,410.01 – 36,226.54
27.10 46,099 1,587,180.42 13,786.31
46,984 4,600,310.69 17,894.27
47,339 6,2

49,167 26,605.64
49,800 24,609,868.90 54,782.30
43,041 3,233,402.80 – 9,967.17
– 6,350.72
36,366 71,794,550.73 – 29,172.80
53,948 82,970,847.52 101,499.40
39,560 27,869,599.05 – 20,815.56
22.30 43,750 1,186,283.69 – 8,433.38
33,301 133,129,286.44 –

35,110
56,164 128,2

51,853 109,204.96
39,676 26,658,288.42 – 15,711.33
79,513 1,202,274,728.80 330,8

91.1
65,223 415,500,667.69 1

 51,716
84,890 1,604,069,263.14 402,229.07
49,988 26,510,486.29 – 9,561.57
77,264 1,051,369,826.77 273,761.69
65,021 407,306,402.96 87,648.97
80,068 1,241,070,708.97 315,050.18
43,867 945,107.73 2,583.08
77,593 1,072,813,608.20 335,496.33
41,500 11,150,032.99 – 7,823.55
27.30 73,677 831,620,640.32 283,849.75
95,474 2,563,886,362.42 822,459.76
51,323 42,040,096.71 12,597.85
54.60 92,107 2,234,248,082.71 635,419.77
27.20 71,131 691,260,508.20 211,464.26
73,423 817,035,536.91 209,890.05
70,423 654,532,535.98 216,003.38
38,494 40,261,138.06 46,681.62
27.80 56,038 125,413,871.51 84,472.39
52,286 55,455,329.01 7,022.09
50,249 29,266,298.38 20,789.79
52,328 56,082,627.02 36,268.15
38,719 37,456 51,758.47
33.60 59,129 204,199,341.13 213,532.46
50,265 29,439,669.05 44,724.95
55,992 124,385,694.83 – 40,786.32
90.40 38.40 58,648 183.41 190,683,882.32 187,012.53
31.30 66,393 464,567,738.06 166,890.55
29.10 52,480 58,382,336.40 85,141.53
51,129 39,562,005.32 14,736.85
89.40 59,342 157.33 210,332,179.20 181,908.51
78,294 1,119,225,883.75 389,513.41
71,473 709,361,086.30 392,661.64
81,655 1,355,405,595.46 531,729.74
71,593 715,767,606.34 287,415.46
32.50 50,661 33,893,745.17 7,236.33
61,628 281,864,929.91 111,527.61
– 12,699.99
6,332.23
58,975 199,821,788.42 76,940.83
43,996 710,929.77 – 5,263.86
49,055 17,773,252.00 32,643.05
42,230 6,807,749.88 148.82
43,347 2,226,560.90 – 5,585.13
60,271 238,141,484.82 153,438.16
49,749 24,106,464.89 27,215.03
48,080 10,503,001.70 27,686.32
49,647 23,115,262.85 24,245.73
49,895 25,561,452.27 15,890.30
50,099 27,665,848.33 33,362.93
53,119 68,5

55,642 29,335.15
51,219 40,702,275.34 58,330.59
43,017 3,320,290.80 – 9,189.12
44,365 224,833.88 – 2,628.29
5,834.61
67,977 535,359,338.55 285,589.44
42,949 3,572,729.44 – 7,452.86
45,713 763,584.97 8,076.81
44,830 84.02 – 109.48
63,834 360,803,699.26 240,150.99
51,777 48,133,533.52 84,245.86
54,003 83,975,844.21 57,209.48
41,218 13,112,846.90 – 5,225.21
35,278 91,415,905.06 – 82,636.81
89.30 55,571 154.83 1

15,172 133,535.81
47,967 9,783,342.33 20,778.08
52,001 51,291,858.92 44,711.07
37,096 59,956,627.62 – 59,955.06
45,461 386,676.89 897.28
52,488 58,504,653.74 85,995.56
55,449 112,568,566.66 69,419.75
40,319 20,431,905.29 – 4,714.37
36,765 65,192,164.85 – 64,132.81
44,105 539,000.47 – 6,785.87
55,574 115,236,650.03 78,825.49
54,095 85,670,453.57 110,542.08
46,435 2,546,684.52 5,015.65
59,190.00 205,946,421.82 111,117.98
36,224 74,221,094.02 – 58,9

53.2
34,270 111,707,280.74 49,220
66,575 472,446,457.45 166,126.19
31.40 60,582.00 2

47,836 217,927.47
58,879 197,116,924.39 91,862.12
86,763 1,757,607,814.38 609,696.79
41,233 13,004,436.91 4,893.70
42,939.00 3,610,632.77 – 10,722.57
67,070 494,209,957.60 134,340.12
44,036 645,076.44 – 3,648.76
45,761 849,776.98 10,732.87
44,674 27,279.98 – 965.06
43,573 1,603,177.63 – 8,790.95
42,336 6,265,842.58 – 16,628.44
29.30 58,796 194,793,201.03 169,477.32
45,344 254,856.85 879.91
66,608 473,882,111.46 135,902.04
47,910 9,430,018.32 13,336.52
38,625 38,615,865.43 12,782.77
48,927 16,710,382.63 25,520.20
47,797 8,748,778.95 5,451.18
38.20 79,692 1,214,720,002.19 433,672.54
45,450 373,117.55 1,797.66
39,229 31,473,968.28 10,418.28
38,042 46,201,472.58 –

47,192
43,899 883,913.07 – 3,424.99
36,338.00 72,269,832.05 26,838.49
52,619 60,525,809.11 67,240.82
67,386 508,359,700.37 219,672.98
– 584.60
38,656 38,231,548.11 – 16,341.88
49,737 23,988,772.88 23,230.25
59,618 218,413,919.29 87,830.07
51,949 50,549,732.24 12,392.18
47,462 6,879,255.51 7,456.62
40,086 22,592,591.88 – 12,087.13
54,778 98,780,411.12 74,968.26
51,716.00 47,290,838.83 29,865.84
50,674 34,045,281.84 11,920.35
48.10 66,926 214.42 487,828,213.56 323,416.70
52,491 58,550,555.74 1,093.93
45,522 466,261.57 3,511.79
40,085 22,602,099.22 – 16,843.84
74,346 870,653,222.53 417,314.07
44,794 2,040.01 – 272.94
23.50 42,985 3,437,933.45 – 12,131.74
73,881.32
39,547 28,007,026.38 – 11,340.92
50,127 27,961,183.00 57,335
51,234 40,893,895.35 30,969.95
51,519 44,620,175.44 49,717.76
84,369 1,562,607,735.64 574,880.93
44,195 414,950.49 – 4,536.84
45,804 930,903.66 4,576.17
66,955 489,110,0

 90.90 261,917.01
48,774 15,482,914.58 38,730.42
76.40 39,284 30,859,874.97 2,538.91
47,166 5,414,154.08 27,556.60
41,120 13,832,199.54 – 13,176.87
48,388 12,594,219.13 33,511.51
79,636 1,210,819,620.84 568,683.38
61,065 263,277,672.40 159,710.29
32,312
44,334 255,193.20 – 3,406.32
47,180 5,479,501.42 11,336.57
47,583 7,528,622.21 11,916.37
60,467 244,229,179.55 153,824.20
43,478 1,852,774.27 – 9,042.18
66,567 472,098,748.11 298,604.83
52,367 56,668,277.03 65,062.79
45,468 395,431.56 5,812.29
64,528 387,650,164.14 191,827.59
46,644 3,2

57,423 15,779.59
47,303 6,070,475.46 17,845.46
49,586.00 22,532,428.17 17,767.23
51,198 40,434,763.34 42,2

41.50
41,856 8,899,282.43 – 8,481.03
46,680 3,388,667.93 9,283.26
41,999 8,066,545.81 – 11,198.67
52,009 51,406,512.26 68,421.46
– 19,645.19
110,645.66
40,687 17,240,486.74 – 12,219.68
50,199 28,727,815.03 30,781.33
59,155 204,943,088.48 112,278.56
38,687 37,849,152.78 11,424.80
44,803 1,308.02 – 81.12
44,811 793.35 – 192.74
52,660 61,165,436.46 36,311.85
47,600 7,622,201.55 12,266.28
47,690 8,127,251.58 8,104.82
12,762.84
45,011 29,526.75 385.42
59,434 213,009,164.56 193,278.85
45,936 1,203,043.70 – 1,159.39
41,882 8,744,833.78 – 9,294.27
91.10 34.70 66,059 202.86 450,281,333.29 302,233.32
45,564 525,383.59 3,292.89
44,046 629,113.11 – 3,524.01
48,118 10,750,749.05 7,026.42
41,076 14,161,422.19 – 2,7

95.90
45,190 123,084.14 1,804.32
45,870 1,062,617.68 5,095.37
58,857 196,499,655.72 150,593.08
41,260 12,810,432.92 – 6,954.19
48,083 10,522,4

55.70 10,844.02
48,469 13,175,691.16 14,675.28
62,628 316,442,596.89 1

48,411
49,048 17,714,279.34 19,541.46
51,301 41,755,292.04 36,463.89
46,736 3,597,977.28 19,618.88
85,749 1,673,614,476.07 578,586.29
73,394 815,378,515.57 372,439.66
53,368 72,741,000.68 19,982.75
54,615 95,566,920.40 91,335.26
59,352 210,622,335.87 141,398.01
47,973 9,820,912.33 23,638.39
44,823 261.36 – 57.28
41,555 10,785,749.67 – 8,023.10
39,413 29,443,283.01 – 28,991.81
54,217 87,943,760.94 81,990.06
– 14,224.87
54,633 95,919,174.40 77,792.06
33.90 85,354 1,641,451,732.61 694,544.32
45,623 614,394.94 – 750.16
49,037 17,621,806.00 32,083.89
23.20 49,818 24,788,782.91 35,563.63
69,443 605,348,622.34 276,620.01
44,274 319,413.19 – 2,850.11
32,483 152,674,850.86 42,715.72
37,384 55,579,507.71 65,285.16
33,512 128,304,701.18 109,386.86
31,917 166,982,387.35 173,894.06
58.80 31,087 326.06 189,122,083.76 248,323.37
30,159 215,507,288.80 169,659.22
34,902 98,7

47,278 123,787.64
37,174 58,754,777.65 78,621.89
33,938 118,835,431.31 190,302.06
34,783 101,126,484.90 118,230.72
29,112 247,343,7

66.4 82,678.29
34,255.00 112,024,580.74 85,277.01
68.6 35,236 92,220,807.04 79,293.69
28,755 258,700,412.36 235,746.21
33,930 119,009,913.97 82,440.97
34,331 110,421,563.43 101,477.75
62,055 296,384,922.71 81,654.07
35,298 91,033,8

 58.40 – 23,308.72
32,034 163,972,289.38 119,818.41
44,708 17,204.65 925.65
36,477 69,925,828.76 79,081.31
35,252 91,913,761.72 125,179.98
45,315 226,417.51 496.28
45,858 1,038,021.68 3,507.81
43,756 1,173,249.69 – 3,837.62
59.70 22,186 294.36 513,165,952.99 388,6

61.20
53.70 26,474 536.25 337,279,340.99 425,282.83
25,663 367,725,362.07 346,264.74
40,107 22,393,399.89 51,850.52
50,356 30,435,451.74 22,856.04
31,463 178,921,830.54 135,862.21
23,747 444,879,488.14 361,879.07
66.40 28,107 109.35 279,965,396.16 174,968.87
37,056 60,577,680.94 23,015.11
30,892 194,523,453.70 228,134.31
31.10 36,710 66,083,348.17 – 13,355.93
48,438 12,951,602.48 22,107.50
39,607 27,375,566.40 10,239.54
36,681 66,555,680.83 32,282.16
34,828 100,223,454.92 127,712.82
46,555 2,944,084.56 – 3,701.12
27,700 293,751,028.70 256,351.14
35,116 94,539,967.01 47,225.77
41,352 12,160,330.28 4,732.21
60,464 244,135,421.55 95,982.78
31,609 175,037,305.92 137,025.32
37,017 251.45 61,186,288.93 124,036.38
39,014 33,932,564.88 66,156.63
32,530.00 151,515,580.20 181,646.82
36,430 70,714,081.42 77,003.04
36,990 61,609,414.92 31,059.44
28,745 340.66 259,022,195.69 297,050.62
34.80 32,052 163,511,627.39 – 40,189.60
34,480 107,312,330.81 138,367.76
39,793 25,463,796.46 11,389.38
35,000 96,809,197.64 47,789.19
31,618 174,799,243.92 86,691.67
41,264 12,781,815.58 36,313.10
36,618 67,587,578.81 98,300.79
55.10 26,565.00 473.37 333,945,161.68 397,591.70
57,859 169,516,064.07 64,356.56
34,353 109,959,688.10 155,793.36
28,687 260,892,483.01 262,586.36
36,486 69,775,390.77 67,301.77
39,700 26,411,032.43 31,128.12
39,256 31,171,748.29 11,484.78
59.30 308.25 222,889.50
54.40 28,615 504.32 263,223,578.99 364,346.70
46,131 1,668,833.76 – 6,662.03
37,718 50,711,012.48 80,875.35
36,450 70,378,114.75 102,826.32
29,955 221,538,412.74 243,460.85
42,071 7,662,745.83 23,133.67
29,537 234,156,299.94 150,834.01
45,127 82,848.12 41.15
33,157 1

36,473 120,992.62
33,364 131,679,446.46 139,504.02
37,118 59,616,412.30 70,703.00
58.10 24,367 351.83 419,109,601.67 383,997.17
36,374 71,659,044.06 73,283.25
33,875 120,212,947.29 86,145.85
31,918 166,956,544.01 153,206.74
34,341 110,211,500.10 – 81,286.92
52,377 56,818,933.70 59,118.95
39,853 24,861,856.48 – 15,671.34
41,267 12,760,373.58 6,276.43
37,210 58,204,181.66 8,827.22
37,685 51,182,098.47 – 3,169.04
– 226.81
34,301 111,052,953.42 53,291.89
39,213 31,653,749.61 34,640.51
48,254 11,661,087.76 42,149.17
– 766.86
35,050 95,827,780.99 62,230.09
– 21,469.84
50,346 30,325,215.07 11,250.26
46,136 1,681,777.10 7,836.72
46,932 4,379,952.01 8,879.82
39,446 29,086,245.02 – 12,096.68
29,431 237,411,595.24 158,042.12
63,801 359,551,129.25 186,640.64
34,363 109,750,064.77 29,930.79
41,560 10,752,933.01 – 8,994.63
49,026 17,529,574.66 37,861.38
37,920 47,874,865.21 – 18,979.02
62,237 302,684,610.10 206,041.91
53,589 76,559,586.08 80,874.39
55,256 108,510,419.93 87,948.95
45,458 382,954.89 2,130.62
39,726 26,144,471.77 38,129.07
37,456.00 54,511,147.73 – 12,130.27
35,202 92,874,978.37 39,098.33
39,719 26,216,105.10 – 11,484.35
40,748 16,737,643.42 – 584.89
35,005 96,710,830.97 103,819.65
82,128.18
32,025 164,202,863.38 168,596.45
55,964 123,761,920.15 9,377.83
45,116 76,636.78 – 790.92
37,010 61,295,848.26 – 38,699.29
43,970 755,450.42 – 6,816.84
35,186 93,183,623.70 – 20,686.38
36,954 62,175,850.91 – 25,571.31
39,840 24,991,665.81 – 2,214.45
32,628 149,112,587.57 42,214.45
37,925 47,805,698.55 – 34,867.89
40,696 17,165,828.74 – 18,407.94
32,991 140,379,049.68 40,959.54
33,573 126,926,507.86 131,330.11
50,561 32,739,378.47 37,437.75
40,322 20,404,793.29 – 11,938.71
59,650 219,360,788.63 37,663.41
45,559 518,160.25 6,581.41
34,916 98,469,233.61 – 31,188.15
38,055 46,024,915.25 26,845.19
49,220.00 19,191,702.06 13,330.72
40,214 21,392,165.26 – 2,511.30
54,828 99,776,794.46 – 4,565.26
36,356 71,964,114.06 – 26,662.28
41,567 10,707,073.68 – 12,247.60
34,770 101,388,114.23 75,086.14
– 5,628.71
32,956 141,209,646.34 98,119.74
41,097 14,003,810.20 8,820.42
40,902 15,501,280.14 – 10,012.07
38,155 44,678,081.95 – 37,718.51
39,876 24,633,021.82 14,676.26
29,623 231,531,723.30 239,761.69
2,233.97
39,740 26,001,499.11 – 9,397.58
42,187 7,033,987.20 15,268.62
39,467 28,860,173.03 12,662.39
34,533 106,217,068.16 136,629.22
45,108 72,271.44 791.17
40,911 15,430,492.14 – 40,236.07
28,783 257,800,483.04 77,985.38
50,932 37,122,619.92 – 10,096.05
33,291 133,360,149.77 44,541.70
28,206 276,662,228.19 310,325.59
47,156 5,367,717.41 – 13,106.41
40,964 15,016,

915.49 – 5,591.72
37,818 49,296,779.18 – 15,0

46.10
41,673 10,024,610.38 2,713.52
33.30 71,894 731,964,015.10 404,279.39
38,176 44,397,787.96 – 4,284.17
44,086 567,259.79 – 6,208.32
33,833 121,135,701.28 – 34,591.98
47,751 8,478,774.27 5,366.40
40,503 18,802,340.01 – 1,053.53
53,919 82,443,376.18 22,181.70
33,298 133,198,524.44 134,535.80
29,300 241,465,695.87 229,312.05
73,708 833,409,547.00 353,440.08
32,595 149,919,613.56 46,001.78
50,462 31,616,256.44 – 17,189.21
20,846.30
35.40 65,049 408,437,369.64 225,197.44
42,150 7,231,616.53 7,683.05
– 43,554.15
35,283 91,320,318.39
40,359 20,071,891.97 17,728.18
26,876 322,675,351.11 166,285.69
37,908 48,041,069.21 – 28,715.57
34,740 101,993,164.22 100,557.77
42,013 7,987,217.15 – 10,013.01
33,607 126,161,564.54 50,062.17
39,775 25,645,782.45 – 23,006.32
31,597 1

75,354 72,262.98
38,646 38,355,311.44 1,591.87
52,800 63,374,869.83 21,040.19
34,901 206.12 98,767,153.61 142,682.62
30,904 194,188,865.70 239,086.16
41,102 13,966,413.53 7,687.49
35,363 89,797,731.75 – 31,678.48
31,784 170,437,372.64 75,159.07
34,958 97,637,451.62 54,910.00
37,283 57,095,652.35 – 94,021.11
35,637 84,679,868.50 4,205.72
32,500 152,255,030.19 – 22,740.64
42,080 7,612,999.84 – 23,019.63
41,372 12,021,243.62 – 38,981.23
33,872 120,278,741.29 – 70,661.06
42,443 5,741,613.95 – 24,543.85
37,525 53,497,031.76 – 74,918.74
38,619 38,690,471.43 – 50,028.57
35,151 93,860,570.35 – 81,796.84
40,412 19,599,803.32 – 25,867.77
33,862 120,498,184.62 – 83,898.08
38,547 39,591,359.41 – 55,641.40
39,145 32,423,532.26 – 53,769.81
44,368 221,997.88 – 4,967.49
69,600.33
33,363 1

31,702 – 90,007.16
35,942 79,159,571.93 – 15,507.44
35,153 93,821,821.69 61,575.31
35,803 81,652,305.22 – 98,882.44
39,624 27,197,961.74 – 51,854.21
53,430 73,802,420.03 114,627.18
37,642 51,799,205.79 – 77,318.90
36,997 61,499,575.59 – 57,584.74
31.60 48,093 10,587,432.37 47,320.38
38,984 34,282,974.88 10,873.26
34,440.00 108,142,664.13 – 34,764.04
– 60,847.97
89.80 38,919 167.52 35,048,371.52 – 76,624.50
37,814 49,352,964.51 – 45,965.41
34,941.00 97,973,700.29 – 62,783.71
44,352 2

37,331 – 6,889.98
32,861 143,476,472.97 – 68,790.17
40,857 15,857,650.12 – 42,780.27
31,033 190,610,233.74 – 83,430.16
36,948 62,270 – 43,740.45
39,216 31,620,001.61 – 26,670.47
36,556 68,610,847.45 – 54,196.46
– 27,313.53
32,763 145,8

33,797 – 23,463.55
41,183 13,367,553.56 – 38,546.83
41,335 12,279,182.94 – 23,278.05
31,969 165,641,186.03 – 48,172.57
46,211 1,881,927.12 10,347.69
34,566 105,537,950.17 – 44,615.99
37,998 46,801,559.24 – 29,710.94
39,136 32,526,108.26 – 47,010.99
50,468 31,683,766.44 59,907
41,737 9,623,437.06 – 37,359.28
38,872 35,607,076.17 – 39,042.95
– 24,870.90
38,400 41,462,865.36 – 60,804.82
39,879 24,603,251.82 – 34,934.27
31,528 177,187,153.89 104,586.32
36,332 72,371,882.05 485.22
47,278.00 5,947,908.79 28,395.25
47,836.00 8,981,010.96 28,298.99
38,765 36,895,498.81 – 52,498.80
35,240 92,143,997.71 – 121,361.91
40,342 20,224,506.63 – 77,994.20
32,540 151,269,496.87 – 203,464.66
40,478 19,019,773.34 – 32,896.12
50,675 34,056,952.51 65,612.06
33,566 127,084,283.19 – 69,250.65
36,502 69,508,345.44 – 53,716.06
30.20 47,349 6,299,264.14 30,978.78
43,709 1,277,276.34 – 8,185.75
46,769 3,724,257.29 12,626.83
59,878 226,166,512.70 188,631.54
– 11,945.15
41,645 10,202,699.70 – 30,481.81
37,676 51,310,954.47 – 59,762.04
43,044 3,222,622.80 – 17,669.76
44,101 544,889.80 – 7,265.75
46,148 1,713,045.10 – 6,357.05
42,720 4,490,866.70 – 3,905.55
39,490 28,613,582.37 – 56,930.98
49,991 26,541,388.29 – 17,294.89
28.40 37,944 47,543,321.22 – 69,247.91
46,512 2,798,371.88 – 5,448.48
42,456 5,679,482.62 – 20,120.99
44,027 659,614.44 – 4,258.16
47,872 9,198,078.97 20,147.00
55,623 116,291,064.71 112,615.18
– 55,813.02
45,264 180,483.49 4,818.87
37,723 50,639,825.82 – 62,928.00
– 26,423.71
39,260 31,127,098.96 – 40,967.62
44,937 9,571.39 503.15
34,059 116,211,990.01 – 89,938.54
35,281.00 91,358,547.06 – 40,554.95
47,407 6,593,768.83 30,924.33
44,825 200.69 – 190.44
36,527 69,092,112.11 – 52,723.77
47,594 7,589,107.55 14,718.98
51,848 162.38 49,123,746.87 89,313.31
39,493 28,581,496.37 –

47,810
34,328 110,484,621.43 – 128,687.83
36,414 70,983,430.74 – 73,660.92
39,569 27,774,655.06 – 40,279.69
89.70 35,874 164.94 80,374,210.58 – 115,139.31
– 20,335.99
42,003 8,043,840.48 – 20,825.87
41,785 9,327,933.08 – 10,820.80
50,522 32,294,596.46 66,165.02
41,612 10,414,603.69 – 31,442.17
– 68,235.88
39,373 29,878,976.33 – 42,324.33
35,483 87,537,851.79 – 48,118.42
32.60 53,873.00 81,610,1

 47.50 123,248.26
47,074 4,994,480.72 21,103.45
42,641 4,831,936.01 – 30,648.96
33,791 122,061,983.26 – 165,092.35
33,148 137.90 136,683,374.40 – 137,288.94
46,094 1,574,607.08 7,206.46
45,005 27,500.75 1,400.13
38,921 35,024,694.86 – 15,049.68
40,250 21,060,449.27 – 17,177.08
41,950 – 24,970.96
37,277 57,186,362.35 – 57,797.36
48,019 10,111,341.02 27,801.17
37,331.00 56,372,564.36 – 51,378.11
44,032 651,517.78 – 8,267.78
48,040 10,245,335.02 39,187.69
41,501 11,1

43,355 – 25,8

47.30
50,666 33,951,988.50 45,699.64
48,684 14,782,744.56 37,460.07
41,570 10,687,449.68 – 36,101.29
38,469 40,579,021.38 – 31,487.50
33,206 135,330,563.08 – 122,648.05
46,232 1,939,985.13 6,049.03
69,261 596,425,950.95 401,567.32
54,289 89,299,352.96 93,959.35
41,214 13,141,832.23 – 9,943.70
107,790.16
37,954 47,405,517.89 – 63,639.34
36,876 63,412,020.89 – 40,954.28
38,427 41,115,879.37 – 61,191.07
47,213 5,635,085.43 22,178.64
39,571 27,753,578.39 – 21,299.01
35,133 94,209,668.35 – 66,418.94
36,263 73,550,632.03 – 30,385.05
35,949 79,035,060.60 – 69,725.25
62,434 309,578,165.49 225,969.81
41,664 10,081,682.37 – 32,205.60
38,652 38,281,029.44 – 41,719.84
34,462 107,685,584.80 – 144,688.46
47,749 8,467,130.93 30,096.30
52,532 59,179,687.08 63,411.75
57,434 158,629,830.61 33,287.69
66,745 479,865,540.83 322,956.91
62,283 304,287,326.78 39,125.88
42,742 4,398,107.38 – 4,284.43
53,316 71,856,705.99 – 1,331.17
60,692 251,312,329.62 22,875.06
59,302 209,173,552.52 33,885.89
41,166 13,492,152.22 – 22,564.13
52,391 57,030,189.04 35,062.89
42,340 6,245,833.25 – 607.21
46,373 2,352,645.17 3,593.72
52,354 56,472,722.36 – 7,191.97
58,559 188,233,830.96 135,043.82
58,977 199,878,335.75 99,572.25
47,228 5,706,525.44 12,285.68
53,820 80,655,370.15 50,678.52
56,132 127,528,088.20 99,862.12
51,479 44,087,388.76 75,315.39
54,558 94,455,724.38 90,802.71
43,244 2,544,556.20 – 68.53
32.70 54,017 84,232,627.55 99,514.91
30.10 68,721 570,341,970.78 242,232.57
62,462 310,564,260.17 199,895.16
74,856 901,010,292.69 409,518.57
57,674 164,732,950.68 122,482.35
52,699 61,776,982.47 4

8,282.67
56,555 137,260,754.33 15,733.94
83,984 1,532,317,988.86 381,386.69
75,446 936,778,256.20 316,565.37
61,915 291,584,089.33 58,791.47
53,540 75,704,503.40 43,877.99
50,397 30,889,513.09 – 46,447.02
57,856 169,437,954.07 – 16,

362.63
69,865 626,292,3

41.80 186,266.37
51,869 49,418,558.88 – 44,688.91
102,839 3,363,980,684.71 849,289.45
72,877 786,120,106.74 138,589.99
79,099 1,173,736,190.67 258,420.68
82,735 1,436,094,195.80 418,482.31
44.10 99,559 2,994,260,177.03 752,012.68
59,786 223,407,831.34 91,817.85
63,348 342,576,917.11 – 65,836.59
58,666 191,181,324.32 35,161.14
46.50 99,035 2,937,188,367.53 690,615.54
84,016 1,534,824,282.20 507,064.33
71,237 696,845,612.90 64,488.95
72,217 749,545,766.53 220,198.92
30.50 49,931 25,926,768.28 38,407.51
30,756 198,335,578.99 – 21,729.81
36,705 66,164,664.83 34,627.44
35,753 82,558,421.87 16,873.34
39,576 27,700,921.73 – 20,752.47
37,225 57,975,531.66 – 11,748.38
32,750 146,147,946.94 55,090.77
38,372 41,824,242.69 44,345.60
41,191 6,774.78
37,504 53,804,667.75 – 18,653.06
31,903 167,344,404.01 110,695.25
33,612 126,049,267.87 52,285.32
31,949 166,156,392.69 103,856.54
38,360 41,979,598.68 63,217.46
43,621 1,483,929.65 – 9,310.40
101,687 3,231,676,172.35 1,105,290.36
26,755 327,037,078.41 308,462.29
32,189 160,026,712.76 147,463.45
31,562 176,283,150.57 93,697.45
39,727 26,134,246.44 – 21,179.52
32,046 163,665,109.39 39,109.18
37,884 48,374,3

41.20 26,826.33
34,224 112,681,760.06 17,589.72
57,862 169,594,192.07 119,067.29
43,462 1,896,587.60 78.55
34,144 114,386,586.71 25,208.90
36.90 54,333 90,132,874.31 72,561.02
31,091 189,012,082.42 10,407.86
30,173 215,096,440.14 69,767.49
34,450 107,934,780.80 – 23,302.52
39,193 31,879,196.27 – 1,371.81
36,147 75,553,758.66 – 26,449.95
43,895 891,450.40 714.77
55,270 108,802,287.27 98,497.98
41,330 12,314,249.60 – 22,258.52
35,543 211.91 86,418,711.81 135,324.63
45,502 439,348.23 4,602.03
43,001 3,378,856.12 – 7,983.09
48,257 11,681,585.76 7,666.08
43,070 3,129,950.14 – 7,683.43
46,877 4,152,765.33 10,684.29
43,355.00 2,202,750.23 – 5,555.18
47,666 7,990,987.57 – 1,291.97
53,957 83,134,887.53 37,774.85
44,236 363,809.84 – 3,584.60
41,787 9,315,720.41 – 9,287.63
68,337 552,148,178.66 167,844.17
29,053.56
– 43.11
30,540.27
43,334 2,265,526.23 – 1,419.32
52,189 54,020,052.31 55,439.53
46,977 4,5

70,332 3,726.17
41,563 10,733,267.01 – 21,435.84
42,383 6,032,753.93 – 6,245.94
43,776 1,130,323.03 – 6,424.68
41,367.00 12,055,940.28 27,975.37
44,233 367,437.84 – 2,511.33
50,683.97
51,728 47,456,026.83 44,384.50
57,788 1

67,672 104,147.00
41,358 12,118,520.28 – 4,326.96
92,724 2,292,957,278.24 471,328.68
60,541 246,547,574.91 28,937.91
49,092 18,086,592.68 27,400.85
46,225 1,920,534.46 2,969.79
52,582 59,951,470.43 68,469.60
57,386 157,423,030.59 132,280.81
67,014 491,723,240.25 109,609.40
48,881 16,336,417.95 – 1,847.26
47,112 5,165,772.07 8,052.57
43,052 3,193,964.14 – 10,978.50
93,044 2,323,705,971.67 643,195.34
54,631 95,880,003.07 – 24,058.89
55,231 107,990,203.26 83,581.14
70,851 676,615,481.44 149,385.01
37.50 87,498 1,819,776,074.61 360,166.98
41,652 10,158,030.37 – 7,467.42
30.90 63,669 354,562,629.21 213,586.12
53,730 79,0

46,920 70,619.57
47,096.00 5,093,297.40 10,929.76
46,355 2,297,751.17 8,402.21
47,810.00 8,825,851.62 6,663.47
45,672 693,611.62 4,949.50
84,045 1,537,097,379.54 366,298.68
47,627 7,772,015.56 – 1,831.71
51,834 48,927,695.53 55,559.71
47,980 9,864,835.00 45,677
54,776 98,7

40,659 48,123.72
50,459 31,582,528.44 43,514.17
48,490 13,328,585.16 8,553.77
56,843 144,092,018.42 65,336.43
40.90 81,849 1,369,727,774.86 249,555.96
51,356 42,469,118.72 – 8,191.90
44,592 61,091.28 – 776.84
50,421 31,156,865.10 – 1,992.92
49,798.00 24,590,029.57 – 40,449.39
37,646 51,7

41,644 63,710.14
38,424 41,154,361.37 42,706.00
37,105 59,817,331.63 63,861.29
39,426 29,302,371.68 33,870.38
39,991 23,504,718.52 9,003.22
32,410 154,484,180.17 162,288.08
34,599 104,861,010.18 64,073.09
46,198 1,846,428.45 1,960.75
47,200 5,573,534.76 11,905.60
45,865 1,052,334.35 – 9,496.18
19,549.30
66.20 46,006.00 1,361,500.39 – 12,434.99
50,839 35,998,001.89 31,456.91
49,360 20,437,935.43 23,702.57
– 1,828.76
– 15,104.48
55,162 106,560,891.23 10,766.34
31,320.30
39,813 25,262,349.80 18,883.49
40,417 19,555,556.65 1,578.87
45,419 336,206.87 – 2,700.31
34,506 106,774,330.15 85,321.33
7,653.85
48,230 11,497,751.75 27,611.43
52,550 59,456,953.09 5,728.87
54,595 95,176,287.06 114,562.40
49,741 24,027,971.55 – 23,808.38
8,547.65
38,477 40,477,162.72 70,346.71
40.10 55,787 119,855,058.10 67,252.14
39,884 24,553,675.16 55,780.49
54,191 87,456,789.60 48,096.14
50,163 28,343,203.01 – 17,339.92
50,825 35,830 – 32,664.91
45,888 1,100,051.69 – 5,723.52
34,300 111,074,030.75 89,130.11
51,447 43,663,463.41 – 25,486.65
41,289 12,603,682.26 40,674.39
54,862 100,457,191.14 61,569.90
34,060 116,190,430.68 123,497.30
– 651.51
– 988.09
49,057 17,790,119.34 26,753.56
34,013 117,205,881.33 121,870.55
42,777 4,252,530.72 6,922.77
36,616 67,620,467.47 69,543.62
53,963 83,244,337.53 14,077.74
41,904 8,615,202.45 – 5,702.92
52,614 60,448,035.78 – 7,4

40.80
39,754 25,858,918.45 23,681.81
50,076 27,424,424.99 – 2,917.11
40,152 21,969,529.91 23,234.45
53,321 71,941,499.33 – 43,741.12
41,703 9,835,540.39 20,877.57
– 1,535.83
39,887 24,523,953.16 37,423.70
37,065 60,437,664.95 47,865.83
37.10 65,110 410,906,690.33 189,389.66
39,273 30,982,209.63 45,960.04
42,356 160.20 6,166,115.92 31,429.53
53,088 68,043,253.92 47,372.75
47,819 8,879,407.62 – 3,745.76
64,909.36
34,309 110,884,406.76 151,181.98
43,454 1,918,686.26 – 10,309.74
51.50 54,545 94,203,203.71 104,269.42
43,876 927,689.73 1,596.00
39,190 31,913,082.27 322.21
46,216 1,895,670.46 – 78.53
38,024 46,446,494.58 33,783.03
47,834 8,969,027.62 – 5,861.00
42,311 6,391,625.91 – 7,693.12
25.70 46,676 3,373,957.27 6,875.20
49,365 20,483,168.77 – 31,033.80
37,113 59,693,648.96 59,159.54
36,304 72,849,067.38 102,055.30
10,735.37
48,266 11,743,187.76 – 9,105.22
40,063 22,811,766.54 30,839.88
40,927 15,305,046.81 30,346.82
39,919 24,208,038.50 26,849.53
47,498 7,069,395.52 – 9,191.68
49,957 26,192,219.62 – 18,716.10
22,662.97
36,827 64,194,812.21 50,933.63
49,673 23,365,946.20 27,277.15
33,063 138,678,097.70 124,321.42
65,186 413,993,633.02 68,018.72
40,293 20,667,629.95 39,810.95
43.90 70,786 673,238,168.09 322,855.51
36,496 69,608,427.44 78,067.31
37,158 59,000 53,438.15
41,980 8,174,833.14 – 13,560.92
43,693 1,313,697.67 – 393.09
44,100 546,367.13 8,025.16
42,630 4,880,416.67 16,473.83
47,192.00 5,535,825.43 – 11,427.80
38,199 44,091,811.30 38,227.68
37,433 54,851,302.39 – 46,236.43
40,120 22,270,532.56 – 38,428.00
34,355 109,917,747.44 32,050.48
42,052 7,768,297.16 – 2,628.20
38,429 41,090,234.70 – 28,480.14
41,072 14,191,543.52 – 20,127.83
32,607 149,625,897.56 – 23,766.65
53,177 69,519,467.28 92,074.39
49,106 197.20 18,205,868.02 59,918.99
41,023 14,563,126.84 – 7,414.67
37,629 51,986,501.12 – 19,777.22
38,733 37,285,269.46 – 21,633.93
38,638 38,454,466.10 – 3,987.12
36,871 63,491,677.55 10,813.09
33,623 125,802,391.21 122,895.94
– 4,138.86
38,576 39,227,2

54.7 – 66,032.34
46,066 1,505,120.41 15,142.76
29,820 225,575,3

 62.70 51,921.80
38,068 45,848,695.92 – 12,479.01
37,600 52,405,531.78 14,891.23
32,683 147,772,384.25 59,042.94
38,242 43,522,605.98 10,272.03
36,026 77,671,903.96 95,684.87
35,110.00 94,656,681.01 – 418.00
33,970 118,138,780.65 190,830.35
37,772 49,944,842.50 – 15,8

51.40
41,627 10,318,013.70 – 6,883.56
54,412 91,639,141.00 20,514.23
9,450.00
34,883 99,125,2

51.60 – 10,383.92
37,192 58,479,155.65 – 34,740.80
47,179 5,474,820.75 7,120.03
46,896 4,230,564.00 6,053.19
1,679.53
45,828 977,791.67 3,206.75
48,495 13,365,118.50 16,242.74
39,579 27,669,351.73 – 38,099.19
46,469 2,656,357.20 10,337.97
33,768 122,570,727.92 34,952.08
47,904 9,393,204.31 13,003.98
31,474 178,627,675.88 121,048.80
28,942 252,719,903.09 – 26,118.47
31,754 171,221,582.63 – 73,839.12
41,870.00 8,815,949.77 – 9,035.07
46,030 1,418,084.40 11,006.83
43,572 1,605,710.97 – 5,376.54
42,146 7,253,145.86 – 13,581.54
48,203 11,315,375.74 23,018.59
43,568 1,615,864.30 326.74
43,343 2,238,514.23 – 15,774.03
41,057 14,304,783.52 16,100.82
40,538 18,500,033.36 – 24,271.33
37,737 50,440,769.15 58,642.85
47,692 8,138,658.91 16,098.44
50,435 31,313,352.43 36,053.75
45,837 995,671.67 3,036.37
35,171 93,473,443.69 – 58,424.38
55,826 120,710,510.11 97,156.17
38,251 43,403,937.98 – 26,635.72
49,307 19,961,536.08 – 9,190.50
61,642 282,335,213.25 108,260.05
45,710 758,350.96 2,824.08
55,532 114,3

36,688 58,200.70
51,929 50,265,738.90 30,790.89
63,574 350,993,985.85 96,352.57
52,093 52,618,100.28 45,285.42
44,059 608,659.79 – 2,920.13
44,670 28,617.31 – 311.77
46,635 3,225,017.92 6,003.41
26,474.43
50,600 33,187,202.48 34,236.42
57,848 169,229,748.74 102,027.81
92.90 86,581 257.38 1,742,380,663.00 669,662.72
55,027 103,791,951.19 72,771.32
61,741 285,671,975.28 181,575.78
47,289 6,001,684.12 4,514.95
55,011 103,466,196.52 89,949.15
56,736 141,5

34,647 100,444.53
38,865 35,690,665.51 18,860.66
77,495 1,066,403,460.84 308,367.85
62,634 316,656,098.89 194,728.22
38,760 36,956,265.47 – 9,379.93
52,733 62,312,607.15 46,123.38
56,455 134,927,587.64 134,081.14
– 1,890.82
39,028 33,769,656.22 – 15,939.82
54,912 101,461,974.49 66,913.47
– 344.71
44,104 540,469.80 – 840.27
47,558 642.98 7,392,055.54 – 68,941.56
52,210 54,329,186.32 30,537.10
39,470 28,827,949.03 18,024.49
39,717 26,236,589.77 – 24,806.47
50,046 27,111,114.98 25,737.19
62,772 321,586,516.93 171,132.38
37,495 53,936,781.75 9,231.88
56,800 143,061,537.74 93,808.38
53,396 73,219,399.35 57,698.42
57,982 172,734,072.11 78,107.38
48,922 16,669,529.30 24,672.41
56,914 145,801,603.78 25,875.93
45,374 286,046.86 2,964.56
49,830 24,908,418.91 17,183.26
71,845 729,3

15,042 322,529.69
35,126 94,345,603.68 35,521.40
55,021 103,669,733.19 72,728.47
56,781 142,607,387.07 69,775.70
39,220 31,575,032.28 – 10,917.84
51,692 46,961,326.82 45,523.12
37,162 58,938,885.64 – 28,735.36
52,627 60,650,350.45 13,573.91
45,293 205,964.84 1,698.68
42,403 5,934,907.27 – 4,246.15
56,929.00 146,164,073.78 88,775.21
51,913 50,039,120.23 33,550.94
44,261 334,276.51 – 1,181.17
55,137 106,045,374.56 3,531.78
40,741 16,794,968.75 27,691.46
57,087 150,009,425.17 110,756.71
54,186 87,363,296.26 45,266.37
59,764 222,750,654.66 137,949.69
48,141 10,902,104.39 11,037.91
– 2,226.32
52,243 54,816,750.33 38,818.03
36,054 77,179,150.63 24,221.02
48,965 17,022,501.98 25,757.43
57,293 155,097,968.56 57,822.70
51,265 41,291,336.02 42,043.99
54,458 92,521,957.68 85,058.99
49,301 19,907,958.08 25,177.96
45,685 715,434.29 2,912.17
199,031.65
50,844 36,058,025.23 58,504.87
37,930 47,736,581.88 42,539.99
74,601 885,766,732.61 278,063.73
44,122 514,327.80 – 5,481.28
53,471 74,508,549.38 27,129.54
52,438 57,742,270.39 47,439.24
57,210 153,037,521.20 145,270.25
49,997 26,603,246.30 29,105.47
32,029 164,100,366.05 130,113.33
38,952 34,658,729.53 – 26,745.18
31,863 168,380,897.33 96,763.75
47,263 5,874,968.78 10,526.62
35,274 91,492,410.39 9,154.21
11,313.84
35,900 79,908,697.92 17,494.27
35,204 92,836,433.70 9,221.20
58,493 186,427,168.94 142,586.49
– 998.77
34,160 114,044,597.38 1,677.02
29,277 242,181,026.53 122,272.51
53,868 81,519,834.17 101,510.85
30,515 205,181,746.24 118,275.16
43,597 1,542,977.64 – 10,363.35
35,027 96,278,611.65 – 1,402.78
– 212.12
42,697 4,588,877.36 – 1,591.55
36,719 65,937,104.17 – 35,265.59
36,039 77,442,930.63 12,822.16
36,266.00 73,499,184.03 – 25,230.52
35,981 78,467,113.94 – 38,470.70
42,488 5,527,983.96 – 12,562.20
36,134 75,779,923.99 33,576.14
41,998 8,072,227.15 – 7,509.10
37,302 56,808,879.02 – 66,650.89
33,203 135,400,371.08 1,827.30
28,790 257,575,745.71 219,184.05
43,388 2,105,884.24 – 7,608.41
31,607 175,090,230.58 131,753.16
29,120 247,092,195.81 95,211.56
39,567 27,795,739.72 – 11,825.28
30,475 206,329,279.57 108,550.53
31,657 173,769,513.93 102,254.54
39,600 27,448,865.73 – 21,181.76
10,309.47
33,538 127,716,364.52 – 6,136.12
30,846 195,808,709.01 42,777.62
35,115 94,559,414.34 62,789.30
40,147.00 22,016,426.57 – 3,016.89
47,352 6,314,332.14 11,666.99
41,912 8,568,303.79 9,533.89
7,682.71
31,104 188,654,799.09 105,170.67
33,423 130,328,857.81 60,015.20
– 8,713.37
34,032 116,794,848.00 63,297.97
40,067 22,773,573.21 3,612.70
38,997 34,130,909.55 14,938.63
14,462.46
43,727 1,2

36,914 – 5,163.75
37,936 47,653,707.88 4,535.63
31,312 182,984,233.83 100,872.57
45,136 88,110.12 1,675.02
35,596 85,436,127.16 19,937.85
44,382 209,001.22 – 1,528.29
35,410 88,909,181.10 10,909.89
40,757.00 16,664,083.43 – 7,9

 31.50
36,988 61,640,815.59 – 77,278.75
36,918 62,744,878.90 5,204.49
34,699 102,822,976.88 – 13,617.88
40,644 17,599,422.06 – 10,248.64
28,484 267,491,471.61 128,503.14
– 14,951.34
57,247 153,954,331.88 81,184.00
32,913 142,233,447.66 43,614.42
35,549.00 86,307,193.81 61,844.98
39,531 28,176,631.71 – 758.87
46,178 1,792,475.11 – 6,636.65
31,961 165,847,172.69 121,789.29
49,191 18,938,454.71 35,872.01
53,737 79,171,440.79 39,532.75
46,106 1,604,867.09 10,569.15
38,056.00 46,011,347.92 – 19,284.30
37,237 57,792,935.67 – 44,419.18
43,229 2,592,636.19 – 4,899.68
39,091 33,041,418.24 – 19,790.73
53,934 82,715,996.19 147,727.05
67,042 492,965,814.93 267,387.92
46,730 3,575,251.28 16,531.49
58,954 199,228,524.41 123,405.48
40,604 17,936 – 20,087.24
45,295 207,784.17 1,660.58
38,769 36,846,921.48 – 29,397.60
53,869 81,537,892.83 104,231.04
42,768 4,289,730.72 – 8,580.77
43,267 2,471,707.54 – 19,562.41
41,914 8,556,599.12 –

22,356
39,851 24,881,805.14 – 21,663.43
49,337 20,230,506.09 6,040.43
46,936 4,396,710.68 17,074.44
46,153 1,726,158.44 – 469.09
40,201 21,512,588.59 – 22,926.29
40,597 17,995,976.71 – 19,696.22
37,983 47,007,019.23 – 18,806.22
47,555 7,375,751.54 28,904.52
42,183 7,055,220.54 – 21,363.45
48,297 11,956,612.44 17,437.73
38,929 34,930,068.19 34,616.06
17,239.59
48,300.00 11,977,368.44 – 9,541.64
30.70 53,137 68,854,040.61 72,547.66
54,467 92,695,177.69 83,213.01
2,968.50
44,114 525,866.47 – 5,252.35
46,663 3,326,368.59 1,719.81
43,431 1,982,932.92 – 12,311.55
41,359 12,111,558.95 – 37,039.29
46,290 2,104,917.81 7,606.67
67,096 495,366,636.94 268,038.24
– 19,909.29
56,784 142,679,047.07 70,987.71
54,972 102,674,314.51 28,807.28
49,341 20,266,504.76 42,510.65
40,623 17,776,060.05 – 13,251.26
47,623 7,749,728.89 18,771.29
42,134 7,317,925.85 – 3,903.46
57,560 161,819,604.65 14,539.45
– 17,615.45
1,282.58
76,886 1,026,999,536.65 376,324.80
54,463 92,618,171.02 95,

689.43
38,849 35,882,094.83 – 18,826.88
41,466 11,378,252.31 – 9,927.11
45,201 130,923.47 775.40
19,462.64
84,054 1,5

37,803 487,948.75
39,610 27,344,182.40 – 25,847.58
40,366 20,009,218.64 – 10,033.15
39,988 23,533,816.52 – 17,187.51
43,889 902,816.40 – 3,556.44
43,201 2,683,589.52 – 7,769.76
60,125 233,656,705.44 141,286.40
53,432 73,836,787.36 56,222.60
64,483 385,880,194.13 189,424.77
48,338 12,241,835.78 20,443.56
47,150 5,339,951.41 17,892.70
35,337 90,291,168.41 8,143.70
35,505 87,126,664.46 – 23,736.45
52,104 52,777,805.62 14,841.79
44,903 4,074.71 – 233.44
39,072 33,260,209.57 6,672.82
42,884 3,822,676.09 4,412.88
– 24,

527.03
40,835 16,033,349.45 – 16,589.12
44,666 29,986.64 408.16
44,332 257,217.87 – 2,608.34
58,581 188,837,987.63 7,461.32
– 10,259.82
52,570 59,765,786.43 13,474.56
55,931 123,028,770.14 47,062.25
43,473 1,866,410.94 – 5,796.59
43,788 1,104,951.03 – 3,934.48
42,532 5,323,017.31 – 12,327.11
44,625 45,867.29 – 1,294.20
41,419 11,697,538.97 – 1,172.99
59,546 216,290,951.26 102,109.01
78,305 1,119,962,011.09 389,641.48
49,014 17,429,234.66 22,723.47
58,229 179,287,640.85 51,456.64
40,310 20,513,349.29 – 4,270.84
53,949 82,989,066.19 27,720.89
29,756.95
57,423.00 158,352,865.27 125,120.60
41,519 11,023,505.66 – 12,427.26
42,093 7,541,430.51 – 941.84
46,318 2,186,948.49 – 5,408.15
39,791 25,483,985.13 – 3,245.79
38,978 34,353,272.87 – 6,699.10
43,281 2,427,882.88 – 8,792.68
41,219 – 13,188.14
51,924 50,194,865.56 – 26,617.98
41,524 10,990,329.00 – 13,734.61
46,449.00 2,591,563.86 12,786.85
48,411.00 12,757,994.47 20,512.91
43,873 933,477.73 – 3,712.94
25,589.20
46,812 3,892,071.97 13,500.03
58,273 180,467,882.20 51,625.73
65,313 419,177,857.72 78,680.20
61,297 270,860,283.14 115,911.92
64,941 404,083,709.61 217,963.45
47,565 7,430,168.21 – 11,876.56
35.50 68,359 553,182,567.33 276,192.55
42,011 7,998,525.82 19,110.02
3,316.92
26,902 284.16 321,741,942.46 302,367.47
47,381 6,460,917.48 – 8,787.21
169,410.33
36,805 64,547,831.53 75,175.99
60,492 245,011,196.22 171,288.39
51,373 42,690,980.06 21,842.37
42,141 7,280,102.52 10,946.56
48,672 14,690,612.55 17,795.71
43,494 1,809,472.94 13,662.91
41,740 30,238.68
37,953 47,419,289.22 80,272.29
34,925 98,290,697.61 114,578.38
38,275 43,088,281.99 47,636.39
40,018.00 23,243,646.53 36,433.73
34,281 111,474,880.08 170,588.68
55,760 119,264,604.09 58,349.62
45,243 163,081.49 – 2,203.73
39,103 32,903,606.25 56,541.60
45,241.00 161,470.15 – 1,509.70
45,457 381,718.22 – 1,023.77
52,971 66,126,715.89 21,492.14
44,672 27,944.64 628.05
37,037 60,873,802.27 77,686.46
46,947 4,442,962.02 8,943.46
39,555 27,922,415.72 61,597.72
49,952 26,141,066.28 – 7,449.58
44,654 34,286.64 1,306.73
43,682 1,339,034.33 10,596.22
34,637 104,084,201.53 157,695.26
57,489 160,018,287.29 77,707.47
40,649 17,557,495.39 45,073.77
34,147 114,322,424.71 94,700.91
34,239 112,363,530.07 169,147.24
42,309.00 6,401,742.58 19,626.59
– 6,981.07
38,061.00 45,943,541.26 36,310.88
46,618.00 3,164,248.58 – 5,615.84
51,441 43,584,205.41 55,078.86
46,052 1,470,965.07 – 9,165.43
48,375 12,502,118.46 – 13,284.25
42,838 4,004,667.41 5,117.06
40,474 19,054,678.67 43,464.12
31,170 186,8

46,113 155,241.22
57,335.00 156,145,854.58 4,285.62
38,339 42,252,164.68 – 17,179.70
39,275 30,959,948.97 – 34,180.47
32,585 150,164,596.89 68,096.85
39,448 29,064,676.35 – 11,553.07
32.20 45,619 608,140.27 10,405.29
45,077 56,564.77 2,126.94
41,670 10,043,616.38 – 13,446.66
16,338 812,316,492.51 369,290.65
37,383 55,594,419.04 – 21,943.23
– 18,214.59
33,547 127,513,024.52 24,357.61
38,886 35,440,191.51 1,530.18
35,446 88,231,577.11 – 118,757.46
46,673 3,362,945.26 15,482.99
26,588 333,105,079.02 15,641.91
46,733 3,586,605.28 22,807.37
43,093 3,049,097.49 – 12,298.19
38,911 35,143,158.19 – 18,632.01
40,920 15,359,866.14 – 19,764.21
29,958 221,449,116.74 – 8,079.93
36,659 66,915,124.15 65,907.90
41,457 11,439,050.31 11,015.84
38,144 44,825,254.61 – 37,780.58
38,924 34,989,194.86 18,674.40
42,594 5,040,772.66 – 5,933.89
29,263 242,616,963.19 – 13,130.14
38,482 40,413,566.05 – 60,030.49
– 3,843.77
41,679 9,986,652.38 – 10,248.31
42,544 5,267,789.31 4,032.69
32,182 160,203,864.10 – 138,506.91
55,315 109,743,087.28 132,445.58
31,907.44
40,039 23,041,598.54 – 17,486.83
30,824 196,424,892.34 – 81,890.11
39,507 28,431,999.70 –

14,625
38,989 34,224,448.21 – 54,657.89
40,243 21,124,7

46.60 – 25,016.77
43,880 920,000.40 – 8,481.87
40,878 15,690,840.13 – 42,158.55
62,225 302,267,206.10 218,069.88
36,699 66,262,310.83 – 34,538.43
45,565 526,834.25 4,386.19
28,810 256,934,179.05 289,439.24
39,349 30,141,928.32 6,901.34
47,619 7,727,474.22 30,141.63
29,890 223,477,579.38 – 18,581.27
38,000 46,774,198.57 – 18,759.59
54,795 99,118,620.45 115,915.41
45,656 667,216.95 6,406.40
37,368.40
35,722 83,122,725.20 – 31,390.07
38,729 37,334,134.80 – 24,092.16
36,459 70,227,190.76 8,858.14
42,963 3,520,000.78 – 10,962.37
26,925 320,917,361.80 122,838.09
40,829 16,081,435.45 – 18,218.04
52,998 66,566,563.90 88,465.93
41,837 9,013,003.76 – 24,146.32
25,791 362,832,647.44 52,516.49
36,473.00 69,992,742.10 – 27,967.79
46,418 2,492,715.18 10,014.48
57,658 164,322,492.01 132,584.73
35,830.00 81,165,081.23 – 11,198.07
45,537 486,971.58 6,450.05
23,252 466,005,757.99 117,801.95
45,677.00 701,964.95 1,711.66
47,281 5,962,550.79 – 17,476.29
87,584.63
37,308 56,718,469.02 81,766.15
48,739 15,208,701.24 6,017.30
45,099 67,513.44 – 924.24
32,549 151,048,192.88 223,153.00
42,235 6,781,683.22 25,148.53
39,215 31,631,248.95 50,375.86
35,234 92,259,223.71 74,507.63
59,004 200,642,507.76 – 20,638.68
44,217 387,091.17 5,634.98
60.30 33,189 274.14 135,726,379.74 192,892.23
30,841 195,948,665.68 258,364.67
32,894 245.14 142,687,002.98 187,025.91
44,924 7,196.72 – 267.82
72,907.34
39,779 25,605,285.12 22,047.33
51,230 40,842,752.68 29,672
36,998 61,483,892.26 103,950.63
39,081 33,156,481.57 70,578.06
50,276.00 29,559,158.38 – 23,144.80
42,208.00 6,923,037.21 27,777
51,851 49,165,808.87 – 43,873.30
29,914 382.48 222,760,595.39 291,892.02
46,399 2,433,080.51 – 4,768.47
40,041 23,022,401.87 28,582.85
44,829 103.36
36,040 77,425,331.29 147,447.95
39,110 32,823,348.91 41,576.77
55.20 29,555 469.03 233,605,745.95 331,009.75
41,644.00 10,209,089.04 24,145.99
50,114 27,823,868.33 20,270.99
55.90 25,437 439.20 376,444,065.33 406,611.91
37,474 54,245,677.74 74,808.26
35,811 81,507,790.56 89,893.78
40,292 20,676,723.28 29,361.22
35,621 84,974,593.83 103,769.24
26,994.99
38,162.35
39,923 24,168,693.17 61,732.48
38,578 39,202,206.08 42,306.93
46,067 1,507,575.08 – 5,963.63
61.60 34,116 232.78 114,986,300.03 163,603.74
42,254 6,683,085.89 15,141.41
29,694 229,376,068.66 279,534.89
48,214 11,389,501.08 19,044.06
28,314 273,081,128.23 344,666.00
38,298 42,786,859.33 95,220.00
63,362.80
41,561.12
43,039 3,240,599.47 13,063.87
– 9,011.48
41,089 14,0

63,748 28,340.14
38,817 36,266,489.49 50,327.46
38,448 40,847,009.38 106,457.89
47,607 7,660,902.22 5,377.80
40,445 19,308,699.33 53,859.46
49,505 21,770,002.14 – 15,196.79
9,074.65
37,787 49,733,052.50 94,196.04
39,053 33,479,722.90 58,770.30
50,180 28,524,502.35 39,751.63
47,103 5,124,942.06 – 581.89
35,673 84,018,608.51 119,682.97
42,177 7,087,130.53 15,592
34,647.00 103,880,258.19 182,001.89
36,123 75,971,558.65 113,807.30
31,761 171,038,439.30 182,532.45
38,159 44,624,624.62 97,911.44
39,795 25,443,615.79 21,473.20
39,157 32,287 65,669.00
42,772 4,273,177.39 4,252.24
55,577 115,301,068.03 – 22,088.11
59,617 218,384,362.62 73,046.29
31,015 191,107,579.73 223,357.56
50,644.67
44,693 21,364.65 329.90
50,968 37,562,599.93 24,165.77
45,860.00 1,042,101.01 – 9,551.98
41,600 10,492,199.69
43,162 2,812,887.51 1,772.83
59,254 207,787,424.51 40,980.85
53,881 81,754,752.84 – 20,407.75
52,139.16
38,442.00 40,923,739.37 58,579.09
198,399.38
36,257 73,653,582.03 127,505.56
39,803 25,362,973.13 48,634.44
– 757.66
34,211 112,957,923.39 165,342.77
38,629 38,566,168.10 40,720.29
37,824 49,212,561.18 84,582.12
88,957 1,946,383,231.73 584,250.87
64,545 388,319,

873.48 79,669.97
41,138 13,698,633.54 46,105.57
43,814 1,050,966.38 9,079.94
43,518 1,745,480.95 7,473.89
39,522 28,272,259.71 12,001.04
49,579 22,466,021.50 20,110.94
49,167.00 18,730,142.71 23,989.02
42,585 5,081,266.66 26,276.90
49,709.00 23,715,278.21 – 11,478.37
61.50 35,917 235.84 79,605,055.26 137,018.04
50,221 28,964,131.70 42,747.71
56,098.00 126,761,331.53 483.72
31,702.00 172,585,143.95 88,768.31
36,549 68,726,860.79 26,172.36
47,465 6,895,001.51 20,594.32
49,339 20,248,501.43 193.33
50,679 34,103,655.18 21,858.28
37,595 52,477,948.44 – 51,020.40
44,001 702,523.10 802.16
42,482 5,556,233.96 – 1,044.14
62,604 315,589,308.88 46,951.81
37,465 54,378,331.74 – 32,763.15
35,254 91,875,417.05 – 16,706.60
38,512 40,033,036.06 13,015.21
49.90 23,972 726.68 435,438,638.21 562,516.97
39,873 24,662,809.82 11,208.82
42,514 5,406,399.31 13,386.07
48,815 15,807,251.93 3,749.07
47,080 5,021,334.72 – 12,452.39
– 10,283.55
41,789 9,303,515.75 – 7,451.45
33,669 124,772,619.89 241,912.70
40,117 22,298,856.56 34,741.15
51,859 49,278,062.21 40,314.65
36,612 67,686,268.81 15,278.15
39,416 29,410,735.01 62,133.42
61,744 285,773,395.28 726.29
37,734 50,483,391.15 60,088.65
35,345 90,139,197.75 112,572.68
46,005 1,359,167.72 4,130.51
35,433.00 200.42 88,475,968.44 133,163.44
37,441 54,732,867.73 19,657.20
33,029 139,480,033.03 69,172.57
91,185 2,147,936,281.76 692,544.11
32,746 146,244,676.27 67,202.17
24,040.35
59,405 212,163,505.22 102,586.64
36,587 68,098,252.13 54,934.97
40,309 20,522,408.62 79,536.30
8,495.20
46,341 2,255,503.83
32,756 146,002,912.94 129,979.06
41,443 11,533,946.97 27,702.65
37,788 49,718,949.17 104,054.32
33,172 136,122,774.40 175,672.95
33,318 132,737,277.78 239,145.27
35,975 78,573,447.94 105,102.74
55,771 119,504,983.42 – 20,300.81
36,316 72,644,367.38 99,354.86
107,457.34
37,452 54,570,229.07 10,024.65
36.60 74,941 906,120,379.38 377,566.20
36,963 62,033,998.91 70,547.11
33,338 132,276,831.12 71,963.22
54.30 28,214 508.82 276,396,161.53 375,014.49
37,339 56,252,497.70 – 10,072.45
28,856 255,461,611.73 274,223.77
34,541.00 106,052,233.50 43,839.67
40,102 22,440,746.56 41,957.26
32,566 150,630,616.22 119,749.73
64,815 399,033,923.57 18,836.48
39,972 23,689,309.85 53,816.44
39,530 28,187,249.05 – 1,289.93
34,228 112,596,854.73 113,083.59
44,413 181,617.90 1,856.82
44,445 155,367.24 2,190.40
35,605 85,269,831.16 32,846.27
34,565.00 105,558,497.50 137,232.42
33,229 134,795,966.42 79,611.33
82,169 1,393,516,468.29 277,844.59
41,135 13,720,849.54 – 2,011.23
40,270 20,877,282.61 260.61
31,544 176,761,452.56 254,695.99
39,175 32,082,782.27 117,004.89
54,606 95,391,036.40 39,486.95
35,022 96,376,758.31 66,334.95
13,678.28
45,898 1,121,128.36 – 7,366.34
3,619.86
36,518 69,241,812.11 123,627.87
40,380 19,884,165.98 6,943.08
47,859 9,119,

394.30 10,095.19
502.05
41,554 10,792,319.01 31,396.46
56,575 137,729,787.67 14,587.21
40,266 20,913,851.94 50,108.35
29,628 231,379,586.64 230,556.20
40,099 22,469,178.56 14,490.86
– 5,425.33
36,446 70,445,244.09 51,677.03
48,418 12,808,049.14 9,458.73
54,836 99,936,679.80 – 22,563.22
43,150 2,853,283.50 – 2,437.41
59,636 218,946,281.29 6,554.46
30,496 205,726,425.57 82,574.13
57,936 171,527,047.43 102,717.99
45,642 644,541.61 2,442.99
41,879 8,762,585.77 9,937.39
50.50 32,006 694.69 164,690,162.71 338,244.24
40,678 17,315,306.74 21,043.17
40,015 23,272,582.53 41,762.98
56,213 129,364,088.23 75,555.96
41,368 12,048,996.95 11,305.72
36,197 74,687,042.01 59,259.65
39,655 26,875,582.42 32,437.52
27,091 314,997,414.51 545,881.00
106.20
47,099 5,106,847.40 6,198.64
48,273 11,791,212.43 6,671.81
3,173.40
45,382 294,668.20 – 2,256.58
39,780 25,595,165.79 19,513.39
35.10 7,276.04
44,677 26,297.98 – 266.43
33,255 134,192,913.76 218,443.05
37,129 59,446 92,961.76
57,440 158,781,004.61 9,361.96
85,025.78
59.10 315.31 189,861.19
57,649 164,091,834.01 – 30,193.24
63,748.00 357,543,983.90 161,537.48
239,942.37
39,176 32,071,454.94 – 7,039.11
44,132 500,084.47 – 3,071.20
37,841 48,974,334.52 33,290.53
1,268.86
36,456 70,277,480.76 83,471.49
61,509.68
32,765 145,785,496.94 121,430.33
40,690 17,215,582.74 2,311.24
35,913 79,676,448.59 117,441.90
46,569 2,992,323.90 3,361.00
28,136 278,995,771.51 446,927.23
37,501 53,848,687.75 60,591.51
– 9,611.86
39,882 24,573,499.82 15,154.24
49,382 20,637,336.11 – 32,967.51
37,803.00 49,507,639.18 66,541.28
41,147 13,632,093.55 8,702.57
34,853.76
44,836 10.03 – 21.04
62,822.46
41,448 11,500,010.31 – 5,232.45
156,692.40
33,090 138,042,913.71 74,689.88
421.07
6,475.78
37,870 48,569,281.86 28,274.16
32,629 149,088,166.23 114,250.97
42,648.83
39,804 25,352,901.80 – 6,258.53
22,439.27
27,332 1,208.05 306,500,879.26 608,497.22
46,424 2,511,697.19 – 7,380.63
31,876 168,043,686.00 96,666.80
50,310 29,930,019.06 12,817.96
12,623.95
39,364 29,977,448.33 859.80
32,696 147,456,492.92 62,622.75
39,968 23,728,263.18 18,788.27
65,477 425,920,171.11 97,884.49
44,865 667.37 – 381.23
37,346 56,147,544.37 23,656.20
36,492 69,675,188.77 28,021.74
36,432 70,680,448.75 26,541.73
23,661.34
36,688.00 66,441,515.50 66,489.36
33,739 123,213,696.58 77,224.26
– 3,564.75
48,934 16,767,661.30 – 31,354.29
43,398 2,076,960.91 – 5,250.12
48,384 12,565,844.46 7,596.45
40,167 21,829,139.91 26,430.62
3,601.49
58,568 188,480,868.96 50,013.64
39,665 26,771,999.09 83,599.20
36,087 76,600,418.64 125,655.17
38,283.98
37,965 47,254,165.23 39,574.83
25,566 1,034.07 371,454,947.37 619,767.92
43,397 2,079,844.25 5,562.49
54,983 102,897,357.85 128,248.12
42,778 4,248,407.39 28,561.66
32,334 156,379,189.48 48,232.88
35,475 87,687,614.45 104,476.35
30,002 220,141,510.09 448,928.69
38,601 38,914,721.42 54,627.85
57,660 164,373,771.34 168,503.75
37,185 58,586,264.98 67,027.81
83,885 1,524,577,112.82 384,326.72
35,794 81,815,037.22 71,972.72
42,349 6,200,929.25 6,865.48
35,012 96,573,201.64 42,817.32
34,789 69,919.37
41,477 11,304,163.65 14,312.87
44,844 23.36 – 26.38
38,753 37,041,422.80 41,733.06
38,292 42,865,389.33 107,746.96
40,738 16,819,566.75 18,689.16
39,235 31,406,682.29 – 13,130.36
37,476 54,216,221.07 58,588
42,711 4,529,092.70 7,995.60
9,964.82
50,724.00 34,631,265.19 6,726.15
21,245 1,777.22 556,684,693.36 994,660.14
38,082 45,659,299.26 30,792.65
45,221 145,796.81 – 2,465.51
35,960 78,839,597.94 52,005.60
44,263 331,967.85 7,177.33
38,420 41,205,698.70 45,942.21
59,446.00 213,359,584.57 64,897.63
43,813 1,053,017.71 – 4,456.60
31,177 186,654,793.78 81,386.02
36,160 75,327,931.33 124,607.11
36,401 71,202,654.07 – 4,581.62
41,775 9,389,116.41 34,799.85
42,671 4,700,946.02 1,424.56
40.60 60,195 235,801,622.13 120,435.24
34,847 99,843,391.59 37,540.93
32,057.98
42,927 3,656,380.77 1,065.15
73,540.41
59.60 34,968 297.81 97,439,928.29 170,347.08
36,528 69,075,488.78 150,906.15
45,093 64,431.44 – 1,232.88
49,859 25,198,728.25 – 3,298.21
40,508 18,759,003.35 16,272.35
– 12,575.78
37,828 49,156,455.85 47,374.71
47,321 6,159,497.47 – 11,806.17
36,173 75,102,442.00 206,749.05
41,461 11,412,008.98 23,839.84
39,943 23,972,446.51 23,780.86
43,485 1,833,766.94 – 4,120.68
31,966.67
48.70 28,467 792.82 268,047,836.28 460,991.69
78,064 1,103,889,560.35 396,802.98
51,499 44,353,382.10 – 20,359.35
39,380 29,802,499.00 90,387.62
53,980 83,554,836.87 – 6,919.94
42,333 6,280,870.58 1,396.03
42,058 7,734,887.16 48,550.92
39,261 31,115,941.63 26,535.54
53.10 31,712 564.40 172,322,500.62 311,862.57
43.40 21,683 1,119.37 536,208,047.50 774,736.70
– 2,354.30
57,452 159,083,568.61 138,021.78
31.90 51,144 39,750,925.32 85,386.13
– 4,349.74
39,691 26,503,618.43 – 35,228.72
92.20 69,161 235.41 591,551,584.25 373,169.01
40,290 20,694,915.95 – 18,847.03
51,299 41,729,448.70 47,434.32
45,287 200,554.83 4,004.96
41,691 9,910,952.38 – 17,764.99
42,627 4,893,680.67 – 25,977.39
49,096 18,120,631.35 25,723.89
– 7,187.44
46,572 3,002,711.90 17,056.22
92.60 64,716 247.84 395,088,509.54 312,920.27
38,136 44,932,441.28 – 59,275.86
51,190 40,333,086.00 92,995.02
62,270.00 303,833,956.11 173,314.14
36,220 74,290,031.35 62,549.60
42,535 5,309,183.31 – 17,841.08
46,113.00 1,622,651.76 11,391.85
83,625 244.70 1,504,340,879.41 606,725.38
58,923 198,354,365.74 123,134.44
44,435 163,350.57 – 1,189.45
59,000.00 200,529,205.09 198,860.07
63,865 361,982,339.94 236,737.75
47,903 9,3

87,075 32,914.65
41,193 13,294,530.23 – 42,452.18
56,659 139,708,463.70 96,248.47
29.80 55,536 114,422,246.68 102,079.49
51,396 42,992,065.40 52,736.37
44,798 1,694.68 – 236.42
61,369 273,235,395.16 227,168.90
39,249 31,249,961.62 10,381.14
53,627 77,226,017.42 50,468.21
55,396 111,446,733.31 77,518.44
50,663 33,917,036.50 59,070.93
51,305 41,807,002.70 46,831.80
40,014 23,282,231.86 – 6,480.02
47,299 6,050,780.79 18,308.45
52,743 62,470,583.82 91,233.66
49,180 45,331.17
84,747.59
38,941 34,788,368.20 52,830.09
65,329 419,833,276.39 216,023.57
49,619 22,846,808.18 3,073.26
51,816 48,676,205.53 – 59,701.02
48,136 10,869,111.05 – 20,628.41
46,995 4,647,618.03 – 13,273.55
81,101 1,314,920,567.96 396,811.93
55,411 111,763,663.31 14,197.59
– 665.21
55,529 114,272,540.02 34,666.74
39,130 32,594,582.25 34,009.71
62,731 320,117,705.59 81,281.95
40,277 20,813,363.28 62,305.67
28,595 263,872,945.65 389,162.09
38,467 40,604,506.05 89,573.78
47,990 9,927,751.67 – 10,892.55
51,292 41,639,060.03 – 35,858.63
39,387 29,726,119.67 68,463.05
55,025 103,751,203.86 – 113,643.71
37,240 57,747,331.67 103,782.09
75,354.00 931,155,062.84 343,077.16
66,425 465,948,207.40 113,173.74
– 821.19
58,301 181,220,960.88 – 42,499.50
50,702.65
30,163 215,389,863.47 263,540.46
53,528 75,495,827.39 – 59,579.65
48,138 10,882,302.39 – 11,074.30
54.80 104,335 3,539,754,202.51 823,598.66
79,811 1,223,029,137.56 267,288.45
40,659.00 17,473,792.06 28,245.54
59,694 220,666,077.98 46,688.20
48,989 17,221,117.98 – 19,325.93
60,427 242,980,552.87 27,169.03
44,961 14,843.40 – 116.60
58,470 185,799,621.60 66,013.63
72,483 764,181,529.95 53,710.96
36,914.00 62,808,264.23 101,101.64
59,127 204,142,185.80 22,045.61
41,196 13,272,662.23 53,762.34
38,527 39,843,446.07 81,786.97
76,237 985,823,947.78 305,907.95
63,315 341,356,423.10 180,009.37
46,431.16
38,274 43,101,411.32 26,635.12
58,426 184,602,044.25 – 8,927.04
71,566 714,323,628.33 332,561.02
46,267 2,038,708.47 – 12,360.81
64,213 375,345,424.05 68,640.79
64,205 375,035,506.71 43,436
42,788 4,207,284.06 5,039.79
29,572 233,086,373.28 248,198.88
103,817 3,478,384,843.02 922,588.11
– 30,337.99
35,914 79,658,597.26 120,106.29
51,306 41,819,935.37 – 12,009.14
55,639 116,636,403.38 42,583.35
40,395 19,750,615.98 40,250.98
47,469 6,916,024.18 – 8,302.48
35.90 41,618 10,375,913.69 – 19,143.28
47,332 6,214,218.80 – 19,586.28
68,992 583,359,365.53 90,403.18
36,399 71,236,410.74 79,818.96
49,083 18,010,122.68 – 4,061.50
39,734 26,062,725.11 63,595.24
55,211 107,574,929.92 – 17,186.51
42,943 3,595,447.44 22,862.15
36,952 62,207,395.58 115,602.49
45,252 170,431.49 – 3,945.46
69,503 608,304,682.36 50,387.32
31,627.85
64,206 375,074,239.38 91,856.19
84,910 1,605,671,696.48 478,564.51
43,604 1,525,636.31 3,281.88
59,142 204,571,0

 45.80 – 12,258.05
39,195.42
61,390 273,930,089.17 148,013.50
46,388 2,398,885.18 – 9,071.57
52,455 58,000,919.73 – 33,944.05
34,543 106,011,044.83 147,822.44
35,193 93,048,528.36 120,162.65
50,427 31,223,883.10 – 8,700.46
38,726 37,370,804.80 57,201.12
43,761 1,162,443.03 14,724.56
74,051 853,331,215.77 202,816.70
86,003 1,694,461,187.48 483,385.40
48,348 12,311,912.45 – 22,656.67
39,915 24,247,415.83 94,824.85
35,148 93,918,708.35 90,680.60
54,609 95,449,6

46.40 – 13,258.02
42,148 7,242,377.19 12,263.74
46,081 1,542,150.41 – 9,384.58
33,661 124,951,406.56 160,485.34
41,496 11,176,762.32 22,255.58
37.40 74,606 886,064,375.94 441,828.03
72,158 746,318,663.18 271,630.17
37,064 60,453,214.28 46,316.95
35,258 91,798,751.72 42,703.61
41,721 9,722,962.39 24,499.55
– 19,415.81
65,321 419,505,503.06 168,831.01
33,585 126,656,263.86 20,899.40
55,642.00 116,701,211.38 73,923.40
39,037 33,665,136.23 31,662.63
34,628 104,267,921.52 85,335.09
39,047 33,549,192.90 106,327.01
45.70 87,075.00 1,783,865,630.48 495,973.86
96,449 2,663,574,912.73 982,804.18
40,790 16,395,749.44 23,716.12
44,521 101,229.93 – 1,063.62
36,348 72,099,908.72 139,739.44
50,889 36,600,485.24 52,288.49
38,553 39,515,889.41 358.54
42,733 4,435,937.37 10,650.96
– 1,829.80
41,495 11,183,449.66 – 3,822.26
77,764 1,084,044,660.26 146,283.84
78,260 1,116,952,111.08 – 15,274.54
35,325 90,519,364.41 79,510.24
47,111 5,161,227.40 17,363.54
40,955 15,086,749.49 – 5,993.13
29,335.00 240,379,179.21 160,577.22
37,140 59,277,164.97 63,572.30
78,422 1,127,806,705.13 391,003.71
43,436.00 1,968,876.26 2,325.10
31,737 171,666,767.29 – 85,727.00
40,062 22,821,319.88 7,915.94
39,544 28,038,788.38 4,538.15
50,200 28,738,535.69 27,570.57
42,405 5,925,166.60 3,059.84
52,927 65,413,050.54 – 461.30
62,697 318,902,216.91 241,847.99
42,076 7,635,089.17 – 2,881.88
37,079.90
932.75
43,624 1,476,629.65 16,474.06
43,155 2,836,416.84 – 15,061.44
60,559 247,113,164.91 129,578.02
48,037 10,226,139.02 7,172.62
46,920.00 4,329,868.01 17,984.57
62,274 303,973,418.78 190,788.75
43,124 2,941,796.16 – 10,021.66
40,536.82
49,514 21,854,068.15 7,213.10
39,118 32,731,746.25 – 33,428.57
50,193 28,663,533.02 – 71,511.35
42,993 3,408,330.79 – 13,925.57
45,410 325,850.87 – 2,658.39
43,974 748,513.09 – 3,670.87
58,588.00 189,030,422.30 209,572.97
48,748 15,278,979.24 57,627.79
68,429 556,480,244.02 317,117.27
60,297 238,944,616.16 215,528.01
41,896 8,662,229.11 – 30,441.06
44,112 528,771.14 – 3,521.64
3,183.34
45,383 295,754.86 5,244.17
50,959 37,452,361.93 41,877.80
38,266 43,206,517.99 1,689.54
– 9,528.72
40,778 16,493,073.43 – 16,825.27
58,191 178,271,457.51 134,091.98
94.40 40.20 55,986 307.76 124,251,896.82 195,548.49
54,557 94,436,287.71 69,414.13
50,612 33,325,606.49 52,203.52
68,304 550,598,410.65 289,625.59
39,016.29
44,634 42,093.30 – 1,752.73
60,470 244,322,955.55 197,620.06
50,776 35,245,991.87 43,593.95
46,214 1,890,167.12 5,833.37
51,498 44,340,063.43 70,869.72
36,796 64,692,527.53 – 128,231.91
44,834 26.69 42.14
31,833 169,160,367.32 54,067.11
49,899 25,601,914.93 3,759.27
33,043 139,149,544.36 151,663.74
31,425 179,939,863.19 128,199.68
– 6,775.26
36,661 66,882,407.49 – 25,703.68
27,777.00 291,117,526.06 246,668.36
28,475 267,785,945.61 215,303.93
34,427 108,413,211.46 77,643.90
31,909 167,189,206.01 106,764.85
29,424 237,627,358.57 105,702.36
46,131.40
34,663 103,554,364.87 35,179.38
40,763 16,615,133.43 22,651.41
43,458 1,907,620.93 – 8,346.34
40,995 14,777,616.17 25,206.34
39,342 30,218,839.65 – 8,481.93
41,752 9,530,597.07 – 1,676.22
57,122 150,867,998.51 26,321.67
43,467 1,882,840.93 – 4,312.67
34,842 99,943,338.26 31,561.42
29,173 245,428,773.16 221,786.49
63.10 31,671 189.26 173,400,609.27 181,154.95
21,795 721.30 531,033,610.20 618,898.02
36,850 63,826,781.55 – 21,115.08
39,892 24,474,456.49 – 14,064.61
34,929 98,211,400.28 44,169.97
34,278 111,538,238.08 50,239.85
40,098 22,478,659.89 – 16,323.66
27,480 301,340,661.97 299,567.77
32.40 36,849 63,842,760.88 – 53,877.40
35,497 87,276,075.13 29,493.56
45,076.00 56,090.10 – 250.34
34,723 102,336,824.89 69,366.92
39,695 26,462,449.10 – 31,600.43
39,171 32,128,111.60 27,530.49
– 6,861.34
33,986 117,791,223.32 64,652.71
35,950 79,017,281.27 25,396.67
53,927.00 82,588,717.52 63,096.50
36,277 73,310,695.37 41,586.75
35,142 94,035,038.35 32,553.74
35,184 93,222,240.36 33,378.26
31,553 176,522,220.57 133,619.46
27,222 310,364,555.89 201,840.52
21,404.63
14,992.76
37,705 50,896,331.81 10,394.74
34,722 102,357,058.22 22,834.81
35,210 92,720,847.70 61,212.96
27,104 314,536,131.18 330,885.65
39,822 25,171,959.80 – 3,727.57
39,582.00 27,637,799.73 23,431.38
42,847 3,968,727.41 – 9,050.34
30,807 196,901,697.00 176,202.42
43,006 3,360,499.46 287.87
– 29,878.43
17,431.70
42,983 3,445,354.12 – 18,641.41
59,791 223,557,324.67 141,189.62
47,887 9,289,288.97 22,075.35
44,049 624,363.12 – 4,695.93
67,672.00 521,338,285.12 238,442.45
50,972 37,611,646.60 45,646.46
44,511 107,693.26 478.15
58,010 173,470,854.79 123,054.62
43,942 804,907.75 – 3,986.08
63,364 343,169,455.78 284,225.85
58,173 177,791,115.50 72,575.57
49,964 26,263,918.29 56,080.87
45,346 256,880.19 4,583.28
49,886 25,470,528.26 49,171.12
50,486 31,886,728.45 68,004.61
44,733 11,271.33 – 726.49
58,672 191,347,282.33 101,573.99
41,223.00 13,076,660.24 – 5,941.23
46,687 3,414,488.60 12,275.09
55,647 116,809,264.72 78,280.75
50,799 35,519,615.21 30,055.22
54,733 97,887,941.10 115,193.54
38,078 45,713,372.59 – 46,266.42
47,649 7,895,164.23 6,021.37
60,375 241,362,122.19 121,846.98
45,486 418,393.56 1,062.72
103,795.20
56,414 133,976,770.29 82,678.61
50,812 35,674,739.88 76,708.88
47,913 9,448,452.32 26,567.03
– 8,660.70
50,359.00 30,468,561.74 26,180.37
55,722 118,436,064.74 84,265.38
58,140 176,912,171.49 92,347.20
3,080.12
46,015 1,382,584.39 2,284.60
37,898 48,179,792.54 – 9,321.73
49,046 17,697,448.00 14,063.29
47,849 9,059,097.63 12,770.61
53,038 67,220,870.57 30,687.94
48,427 12,872,549.14 29,574.38
63,866 362,020,392.61 213,918.00
80,771 226.29 1,291,096,657.86 540,521.27
20,530.14
63,787 359,020,393.91 241,451.55
53,014 66,827,902.57 73,924.72
107,430.65
45,376 288,190.19 2,975.65
61,866 289,913,058.65 102,892.54
– 5,631.82
58,594 189,195,444.30 96,874.79
40,349 20,161,595.30 – 10,071.28
70,711 669,351,768.07 381,427.50
53,990 83,737,753.54 60,788.65
– 25,694.85
49,006 17,362,501.32 19,346.46
59,520 215,526,871.92 110,736.99
49,563.00 22,314,602.83 6,816.32
15,908.39
42,710 4,533,350.03 – 4,349.81
– 11,799.26
59,568 216,938,535.94 108,153.29
43,402 2,065,447.58 – 9,834.48
73,418.00 816,749,723.57 341,315.97
80,892 229.31 1,299,806,802.56 545,946.75
52,663 61,212,370.46 45,714.37
47,630 7,788,751.56 5,422.49
57,214 153,136,503.87 116,855.10
53,545 75,791,536.73 69,150.12
37,061 60,499,874.28 – 129,451.74
– 17,558.38
63,767 358,262,880.57 216,590.51
46,420.00 2,499,034.52 10,501.42
50,981 37,722,118.60 58,611.29
45,829 979,770.34 8,852.04
41,841 8,989,002.43 – 23,814.33
41,487 11,237,020.32 – 26,290.92
38,475 40,502,615.38 – 46,731.84
43,783 1,115,487.70 – 13,986.77
50,986 37,783,561.94 75,255.46
52,514 58,903,069.08 84,752.91
47,139 5,289,234.08 26,316.91
38,234 43,628,224.64 – 68,977.51
46,122 1,645,661.76 13,781.43
43,595 1,547,950.31 – 10,006.79
44,460 143,767.24 – 4,376.71
50,261 29,396,278.38 65,837.13
59,907.00 227,039,606.04 158,859.62
94.70 70,304 318.37 648,457,744.61 454,368.10
57,341 156,295,840.58 99,301.61
44,982 20,401.41 1,248.79
41,641 10,228,269.03 – 26,682.19
12,729 891.44 1,031,062,793.39 958,714.41
50.70 14,655 684.19 911,083,907.98 789,528.34
14,773.00 903,974,368.69 651,144.06
16,679 792,994,977.95 638,025.92
16,381 809,867,241.19 488,257.80
16,246 583.56 817,569,171.15 690,726.16
58.60 16,086 333.32 826,744,584.43 524,947.61
14,783 903,373,145.36 518,680.36
51.80 15,069 627.86 886,262,814.11 745,952.14
14,575 915,919,774.63 682,669.90
25,567 371,416,402.04 182,257.58
17,481 748,469,274.86 636,269.87
21,269 555,552,749.37 319,541.60
50.60 16,951 777,749,831.36 732,260.60
54.90 16,779 482.11 787,372,944.64 616,118.10
27,337 306,325,832.59 90,259.31
16,544 800,616,447.90 505,267.82
17,317 757,469,649.48 532,747.58
21,163 560,560,860.67 257,053.00
14,136 942,684,433.82 843,017.96
20,026 615,693,232.32 400,907.23
15,530 414.41 859,027,241.59 596,647.77
14,021 927.63 949,759,387.12 938,630.02
15,172.00 880,140,768.81 722,604.25
21,894 526,480,666.23 377,609.44
21,189 559,330,376.01 325,356.20
19,837 625,108,330.26 341,455.50
53.20 14,319 559.66 931,480,563.88 722,016.69
12,514 1,044,916,389.99 839,065.52
15,592.00 855,396,748.94 414,053.20
14,625.00 447.62 912,895,857.97 639,242.22
33,741 123,169,299.91 50,574.75
21,177 559,898,124.01 361,014.53
15,934 648.06 835,508,651.05 735,839.87
21,556 542,105,842.79 380,843.60
18,466 695,543,911.83 452,485.38
52.20 15,042.00 887,871,132.10 734,709.82
14,443 598.15 923,926,938.59 743,400.15
16,596 797,676,454.59 524,109.47
16,827 784,681,472.66 584,250.78
732.08 816,694.09
12,467 1,073.02 1,047,957,164.64 1,060,416.24
12,193 1,236.02 1,065,772,187.89 1,147,742.46
18,823 676,840,919.95 516,603.96
14,418 925,447,371.91 555,400.34
17,547 744,862,352.88 465,523.48
16,472 460.40 804,696,135.88 608,675.32
39.40 11,898 1,403.03 1,085,120,451.13 1,233,878.47
14,981 637.92 891,510,107.42 754,128.80
15,158 880,971,645.47 616,093.05
14,509.00 919,919,000.61 723,587.88
15,563 857,093,925.60 707,225.42
14,754 622.85 905,117,244.01 750,836.59
16,071 827,607,404.42 746,736.34
12,802.00 861.84 1,026,380,038.08 940,516.26
54.70 15,475 490.93 862,254,274.91 650,622.90
15,697 849,265,868.97 663,189.34
16,732 790,012,809.30 434,453.49
15,718 848,042,338.98 686,008.38
14,752 821.23 905,237,588.68 862,209.02
19,317 651,380,983.43 442,989.17
16,072 827,549,869.09 568,353.95
56.70 14,664 406.31 910,540,673.99 608,241.93
16,849 783,449,421.33 508,218.47
22,356.00 505,492,776.38 210,375.81
15,738 737.50 846,877,892.32 790,301.44
14,111 964.54 944,220,217.15 954,325.78
15,312 871,853,562.19 515,456.82
25,918 358,010,542.15 224,348.96
23,597 451,229,638.10 262,490.22
28,295 273,709,445.55 128,333.70
12,806 1,026,123,756.74 885,942.45
52.80 17,372 578.74 754,445,236.16 660,778.62
17,936.00 723,780,368.34 553,049.37
50.30 12,012 705.28 1,077,622,861.16 871,792.25
55.80 15,097 443.40 884,596,468.79 626,281.88
53.90 15,823 841,937,919.01 666,125.19
15,350 869,610,941.53 620,954.45
279,175.25 476,875,677,564.75 243,852,830.93
x bar y bar b1 b0
44,839.17 – 22,293.60

graph 1

High school (%) Income
78.7

82

64.7 32,312
63.2

70.4 45,365
60.5

67.8 31,913
73.9 40,895
64.2

63.5 39,744
66.2 41,950
65

70.8

66 35,896
62.9

73.2

73.3

67.7

65.7 38,455
68.4 33,902
60.1

70.4

77.8 41,191
70.3

63.8 38,795
77.6

68.5 36,455
74.1 40,125
66.1 36,738
62.1

65.6 34,046
64.8 25,513
65.2

66.7

76.5 44,323
67 41,219
80.9

65.1

76.4

65.6 40,613
81.4 39,844
74.5 48,151
64.3 29,672
70 27,265
85.4

71.9 34,789
63.2

69.4 41,408
76.7 43,395
67.9 37,451
80.3

76.3 48,663
62.4 26,003
69.7 33,797
69.1 32,892
61.9 36,913
66.5

71.3 47,997
86.8 71,367
64.8 24,344
69.7 40,714
70.1

78.8

67.2 37,429
72.3 39,668
59.5

62.6 36,604
74.7 61,629
78.5 79,047
90.3 71,504
71

88.9

91.7 69,068
76.6 55,455
91.8

88.9 52,485
93.2

88.5

89.6 66,095
85.4 70,332
72.2 46,911
88.1 65,936
74.8 53,101
77.4

72 59,184
84.1 52,310
90.6 66,812
84.4 52,623
86.8

88.5 62,735
66.3 38,856
85.8 59,774
84.3 60,227
74.3 36,901
63.6 30,051
79.5 41,328
83.8 49,247
78.2 39,799
75.6 38,191
82.5 50,699
69.3

82.5 58,389
77.5

71.2 36,777
83.4 47,318
72.7

60.7

84.7 44,928
65.8 41,428
72.4 39,026
72.5 40,882
77.5 37,468
80.4 51,853
76.8 38,603
66.6 31,952
68.7 36,608
71.8

64.2 28,351
75.3 37,132
60.6 32,626
74.8 40,590
73.1

74.1

73.2 40,175
77.3 41,740
71.5 42,315
69.2

68.3 37,797
66.8 34,252
65 31,051
73.1 36,851
83.3 49,180
71.1 39,710
72.2 32,863
78.3 40,838
77.2

72.1 39,685
69.2 36,845
73.3 40,605
70.7 36,944
75.5 41,090
73.3 33,045
66 32,287
74.8 40,327
67.6 35,928
65.3 31,965
63.3 34,936
56.2 26,402
65 38,113
73.4 37,868
69.8 36,487
77.6 51,896
67.8 35,909
76 34,418
74.3 39,843
64.7 35,373
63.8 29,134
69.8

69.1 34,708
70.2 31,868
73.5 37,770
73.8 40,013
62.2 28,618
68.8 35,652
62

72.6 32,414
77.4 41,282
68.2 38,606
84.4 49,072
69.2 35,507
65.1 33,657
82.3 54,799
65.4 34,000
68 27,544
76.6 43,625
64.6 38,804
72.9 32,378
68 28,589
74.5 38,373
71.6 34,762
79.5 44,657
72.9 41,455
60.6 28,448
64.1 37,223
82.4 72,019
88.3 53,905
84 54,427
82.3 41,095
85.7 52,807
64 45,135
86.9 81,968
71.6 38,158
89.1 66,275
67.5 44,701
68.5

84.9 40,197
59 41,026
82.3 45,063
68.5 45,629
68.8 46,019
77.3 38,139
79.6 46,742
69.9 54,310
65.4 46,711
91.2 91,792
85.1 44,574
80.8

63.8 45,740
77.1 35,429
87.9 57,918
68.4 62,183
80.4 66,602
90.3 59,040
79.5 75,718
90.5 74,064
88 46,794
75 55,208
83.3 56,404
74.9

74.2 54,151
82.6 60,589
81.2 71,085
71.2 53,142
85.6 54,617
85.3 91,165
79.2 60,087
83.4 95,691
83.2 69,511
83.3 44,199
85.2 46,120
83.8 38,014
83.8

84.9 68,324
70.4 51,622
73 49,400
75.7 40,171
81 35,672
61.7 43,746
84.3 49,850
80.1 76,807
79.8 52,482
71.8 39,211
78.8 60,918
82.6 37,907
90.7 68,960
87.3 48,790
78.5 36,172
77.2 36,205
92.8 71,909
88.5 44,242
84.1 47,699
93.4 65,648
72.1 31,853
68.2 25,142
77.5 34,503
90.3 44,709
80.1 42,204
78.9 50,848
76 41,446
97 106,754
86.6 80,690
92.5

91.3 60,302
80.5

85.4 60,523
94.1 66,864
92.3 61,480
94.1 47,522
93.1 47,989
77.8 33,180
86.2 40,963
91.8 73,812
86.3 39,255
77 42,676
79.5 48,519
91.4 51,696
92.3

76.9 36,396
81.8 41,083
82.3 42,125
85 46,167
91.6 44,854
79.6 53,459
81.1 41,300
80.7 45,356
71.4 44,499
75.7 38,281
93.4 54,091
93.3 66,809
81.6 41,421
96.3 76,433
72 38,535
81.3 42,191
88.4 48,545
78.1 40,982
95.3 69,014
70 32,819
92.1 39,602
93.6 62,452
79.3 36,402
93.3 72,844
94 64,577
81.7 41,748
79.6 54,479
79.5 42,698
84.4 83,994
82.4 65,338
85.9 72,440
88.7 76,175
83 62,864
86 65,196
89.2 76,007
79.6 58,076
79.4 52,715
85.5 67,478
76.5 50,472
77.8 51,655
88.1 40,454
71.9 51,537
81 46,461
74.2 42,661
86.3 51,619
82 53,668
69.1 34,210
82.1 46,830
78.3 39,907
86.4 62,889
81.8 62,162
74.7 39,753
63.5 39,538
65.9 33,575
82.7 52,397
82.1 45,356
85.9 51,767
68.3 34,443
70.7 40,225
72.4 39,041
69.8 39,615
72.6 38,974
62.9 33,004
58 38,854
54.2 43,243
78.5 41,930
74.5 38,825
80.8 52,345
65.2 35,945
81.6 51,022
69.1 38,289
73.2 42,478
68.2 39,457
79.8 47,505
82.3 51,902
89.1 48,295
73.9 34,704
65.6 37,125
67.5 34,156
81.4 49,783
78.2 41,121
85.3 55,460
67.9 46,299
84.9 54,431
81 59,244
88 53,389
65.1 39,206
81.8 53,179
79.1 49,193
83.6 58,008
77.6 42,441
84 47,773
74.8 46,389
70.4 36,276
87.2 64,492
77.7 46,810
85.4 53,913
87.1 54,011
88.7 63,497
77.3 41,287
73.2 38,571
70 38,660
72.5 44,493
82 45,337
78.4 47,822
76 41,717
71.2 35,944
67.3 38,961
56.3 34,075
67.7 34,641
66 39,054
72.6 45,260
65.4 49,590
73.3 57,953
71.8 56,203
65.8 34,886
66 38,675
77.2 44,453
71.7 43,057
72.5 39,083
67.5 34,642
79 62,234
77.9 37,974
64.9 35,886
69.8 51,336
65.5 31,652
83.3 52,851
56.9 32,211
71.1 49,946
76 51,489
65.1 35,876
80.2 48,598
88.8 47,766
60.4 39,473
84.4 78,391
81 36,563
64.3 27,610
80.1 54,963
58.9 34,441
88.8 75,035
64.8 39,533
64.9 36,738
87.9 71,679
64.6 35,506
81.6 67,848
67.3 48,721
65.9 34,174
67 45,389
79.5 61,128
69.7 37,100
85.1 63,228
66.3 35,538
68.5 36,018
73.7 39,821
81.1 64,504
68.4 32,992
60.5 33,278
78.9 59,865
67.2 36,976
61.4 31,388
65.7 32,758
70.9 39,407
92.4 91,690
71.5 45,847
85.7 88,681
67 41,366
84 60,916
66 45,235
66.1 38,288
82.2 49,902
65.9 49,987
69.4 36,889
70.1 43,097
87.3 77,929
70.9 46,756
70.5 57,810
62.2 28,324
63 40,750
79 61,485
71.1 42,266
66 42,530
84.2 73,773
84.3 56,175
67.7 38,950
68.1 51,941
69.7 51,350
63.3 35,156
58.5 33,624
62 30,927
62.4 30,699
77.9 55,741
71.3 47,742
67 37,552
70.3 41,206
81.3 62,562
86.8 43,095
71 41,132
74.3 39,443
77.7 41,363
72 50,419
66.7 41,090
71.2 38,750
63.2 31,183
70.8 46,789
65.4 37,518
65.8 41,026
69 35,188
65.3 34,217
77.7 56,892
71.4 38,928
74 51,812
61.1 47,625
78.9 44,795
74.7 57,767
86.7 71,073
72.1 45,799
80.8 67,146
73.4 44,351
70.2 53,277
69.8 38,484
75.3 57,117
63.3 41,616
73.4 41,058
75.5 47,573
57.8

75.4 43,638
62.4 28,326
78 42,591
82.4 68,997
70 41,238
66.9 37,733
67.9 34,878
67.8 46,627
71.1 37,931
63.2 31,911
69.9 39,782
64.8 34,256
56.2 30,573
66.3 36,899
63.6 32,373
63.6 33,594
64.5 34,717
73.5 40,054
67.9 41,986
67.3 34,514
75.1 41,129
61.8 31,724
73 45,659
67.7 33,052
63.2 40,689
74.2 41,056
66.7 40,165
66.8 41,716
73.5 59,832
70.3 36,508
57.1 35,228
68.3 38,503
70.1 42,179
61.3 36,034
67.9 30,963
76 46,451
63 50,690
68.2 35,379
65 35,586
70.4 42,124
68.3 41,688
84.6 51,241
84.8 66,828
39.5 12,014
83.3 57,954
83.4 63,707
90.8 59,396
80.8 36,589
87.5 47,222
85.5 41,402
79.8 40,572
80.6 46,887
90.2 65,003
86.3 49,755
85.6 42,227
87.8 53,815
80 40,228
82.6 39,228
88.4 43,983
76 46,193
86.6 48,414
76.9 42,895
64 40,647
80.1 41,285
84.5 41,417
87.2 45,385
88.2 46,421
80.4 43,026
79.4 44,360
72.6 41,049
82.9 37,994
84.4 48,578
75.1 44,664
87.3 48,600
91 41,868
82.5 38,857
84.2 40,438
77.4 41,816
88.5 41,975
73.7 41,220
85.5 46,705
86.4 44,166
67.6 36,481
74.5 42,540
74.7 41,484
77.9 36,733
87.3 54,025
81.3 44,419
88.9 47,536
76.6 39,423
83.7 44,777
67 33,524
72.8 48,505
80.8 67,450
63.3 45,628
84.1 51,792
79.9

83.3 47,820
80 45,368
91 48,634
81 47,065
80 46,300
75.9 39,390
77.4 57,436
82.9 41,561
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90 87,390
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72.2 41,030
86 49,011
76.7 36,573
78.3 43,706
73.6 33,621
78.9 40,877
86.9 66,577
74.3 39,257
85.7 47,184
68.1 35,649
82.4 46,864
84.5 51,304
80.3 49,008
85.2 32,113
82.6 44,696
77 43,195
82.5 54,150
83.6 52,021
67.1 42,900
80.2 76,402
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89.9 83,191
81.8 45,579
86.6 86,214
81.4 51,888
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80.2 52,736
78.1 53,219
80.4 50,705
86.9 41,375
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83.2 48,736
82.1 46,587
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79.1 45,347
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77.1 42,639
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83.4 46,118
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86.9 80,118
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80 52,296
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83.2 54,938
81.8 50,453
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80.1 52,469
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79.2 43,765
94.2 91,431
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88.5 71,069
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60.2 55,158
80.7 53,846
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77.4 46,703
80.1 50,108
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88.3 68,355
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82.4 52,032
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81.2 44,845
81 42,717
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82.1 52,402
86.2 58,576
87.8 45,286
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81.4 36,832
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89 52,474
87.7 52,555
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83.4 48,465
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85.1 47,846
85.8 47,359
89.2 50,230
85.2 50,954
82.2 42,873
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86.5 50,714
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85.8 48,535
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85 49,099
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82.6 48,034
84 54,582
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83.2 54,617
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81.7 42,783
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80.3 53,813
80.7 46,031
81.1 44,121
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87.4 53,600
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88.3 59,365
84 51,606
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80.4 52,182
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90 64,814
82.5 50,337
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81.4 49,572
86 46,914
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83.1 40,525
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85.8 43,005
82.3 41,420
84.2 40,162
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87.3 58,538
87.1 42,038
81 36,967
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87.4 43,584
87 43,723
85.5 40,882
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80 35,101
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67.4 49,527
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85.3 50,271
86 41,086
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83.6 40,274
71.5 51,304
73.6 51,492
83.7 44,547
80.9 38,836
76.7 41,236
83.8 38,330
85.3 52,659
74.8 49,733
86.9 46,335
87.7 52,072
88.9 58,617
87.6 39,311
94.9 79,110
75.8 51,683
84.7 48,647
85.2 40,647
83 39,745
88.5 46,403
86.5 61,937
85 39,768
80.9 46,221
86.7 41,362
81.8 42,248
85.9 52,957
84.4 44,412
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80.3 47,322
87.5 60,071
88.1 42,976
81.2 39,902
84.7 41,403
81.9 47,928
83.7 44,149
83.5 41,408
84.4 41,631
84.8 39,970
85.5 48,824
84.8 37,518
86.2 48,929
84.8 45,280
84.4 45,072
89.2 51,718
86.3 45,736
84.7 41,328
82.7 45,712
88.6 39,255
83.4 45,919
93.8 41,247
87.1 39,207
82.8 40,251
83.1 37,697
87 48,026
84.5 52,179
85.1 54,691
63.7 47,311
88.1 52,763
87.8 43,185
86.6 42,074
84.6 36,670
82.9 40,044
78 51,713
80.5 53,847
86.3 50,739
92.7 47,674
84.3 38,203
89.9 53,693
84 42,481
81.2 37,799
77.7 43,075
81.1 38,293
83.4 32,614
74 43,490
60.1 30,966
64.5 40,212
80.4 58,485
76.3 41,361
69.5 40,215
59 33,493
56.6 24,532
85.1 68,990
75.4 45,104
78 42,157
76.6 45,365
69.6 44,827
57.5 24,658
68.9 39,332
76 58,065
60.7 37,853
73.1 36,927
77.9 38,791
80.8 53,941
73.4 38,731
68.1 46,246
64.4 34,019
57.4 27,780
77.2 40,134
75 51,422
49.4 20,946
53.5 25,183
67 37,409
56 27,769
80.7 47,389
61.7 32,714
52.6 27,051
58.5 30,017
85.8 51,251
66.5 36,031
61.3 27,249
78.8 51,506
69.5 31,387
68 46,886
69.4 44,133
72.4 49,481
73.4 39,744
62.8 35,579
61.4 32,778
75.1 41,376
77.2 47,519
82.3 48,587
58.7 24,027
74.2 46,613
58.2 32,669
78.3 46,203
73.4 47,968
64.4 40,698
71.3 39,736
52.9 25,974
81.8 50,793
79.1 51,615
63.8 32,068
82.1 56,520
58.7 26,226
54.1 23,550
71 41,265
63.9 34,776
58.2 27,818
50.9 23,872
52.5 23,874
58.5 27,175
57.4 28,588
64.6 34,167
74.3 40,905
68.5 41,803
68 40,799
80.3 43,594
52.6 24,906
70.8 38,200
75.2 42,302
50.1 25,000
70.5 39,117
76.9 45,793
54 23,530
73.3 38,870
77.9 47,586
57.6 28,403
75.8 45,770
58 30,303
57.8 28,779
70.5 40,866
56.4 28,152
65.8 36,773
79 50,217
62.9 38,472
67 38,048
86.5 81,394
67.9 42,880
49.2 20,346
72.8 49,078
58.3 28,435
61.8 30,805
56.1 32,845
65.6 35,233
60.9 39,367
57.7 30,219
70.9 36,115
61.8 28,374
80.5 60,607
79.1 58,615
73.6 46,899
75.4 60,557
68 36,159
63.5 38,256
72.1 42,483
70.7 46,590
76.9 45,078
80.3 46,537
68.8 42,656
57.8 26,857
70.9 40,587
61.3 28,417
53.6 24,858
82.6 63,709
64.7 34,350
63.2 35,757
79.6 57,012
59.4 40,122
59.8 30,703
75 41,943
71.9 30,461
83 50,466
78.7 40,507
77 45,534
65.4 34,721
68.1 44,067
61.4 29,000
65.7 32,625
64.6 29,276
70.3 36,369
83.9 47,918
57.9 26,677
70.7 40,718
55.5 26,431
61.4 29,561
73.1 38,132
66.9 40,169
65.7 37,382
73.6 36,497
79.3 49,477
69.4 35,704
79.8 47,009
66.3 44,939
68.5 36,287
80.4 34,727
77.2 50,059
63.4 26,401
66.6 32,342
72.7 33,112
74.7 34,928
78.6 41,254
68.7 49,140
69.1 39,414
74.6 38,433
67.4 29,805
61.9 30,468
70.8 34,313
73.1 46,264
80 58,107
67.5 32,144
73.9 45,412
76.9 50,791
62 29,421
62.9 39,521
65.9 36,137
83.9 61,639
71.5 37,862
63.2 25,487
67.1 45,358
71.7 37,410
65.6 37,975
80.1 40,184
68.2 31,235
70.8 36,569
73.4 47,780
59.5 31,715
53.3 51,063
65.4 32,777
79.8 46,076
76.9 37,122
90.1 56,703
85.2 40,497
87.8 46,099
85.2 46,984
87.5 47,339
87.9 49,800
82.4 43,041
85.7 44,121
80.3 36,366
88 53,948
80.8 39,560
84.6 43,750
79.9 33,301
86.5 56,164
79.9 39,676
86.4 79,513
84.3 65,223
86.9 84,890
75 49,988
85.3 77,264
81.2 65,021
85.8 80,068
74.2 43,867
87.1 77,593
79.2 41,500
86.7 73,677
93.1 95,474
78.8 51,323
90.3 92,107
84.9 71,131
84.2 73,423
85.3 70,423
69.5 38,494
84.4 56,038
77.8 52,286
80.7 50,249
81.7 52,328
68.4 38,719
91.8 59,129
85.1 50,265
73.2 55,992
90.4 58,648
84.6 66,393
88 52,480
79.2 51,129
89.4 59,342
88.5 78,294
91.6 71,473
91.3 81,655
87.6 71,593
78.1 50,661
83.5 61,628
79.7 40,372
81.5 46,203
82.3 58,975
83.1 43,996
84.6 49,055
76.8 42,230
80.6 43,347
86.8 60,271
82.4 49,749
85.4 48,080
81.9 49,647
80 49,895
83.2 50,099
80.4 53,119
86 51,219
81.9 43,017
82.4 44,365
76.1 37,132
89.2 67,977
80.8 42,949
86.1 45,713
88.8 44,830
89.5 63,834
89 51,777
83.1 54,003
78.3 41,218
85.5 35,278
89.3 55,571
83.5 47,967
83.1 52,001
84.6 37,096
78.3 45,461
88.1 52,488
83.4 55,449
77.9 40,319
84.8 36,765
86.1 44,105
84.2 55,574
88.8 54,095
80 46,435
84.6 59,190
83.7 36,224
72.2 34,270
84.5 66,575
90.7 60,582
83.4 58,879
91.4 86,763
75.5 41,233
82.5 42,939
82.9 67,070
81.4 44,036
88.5 45,761
82.7 44,674
83.8 43,573
83.5 42,336
89 58,796
78.6 45,344
83.1 66,608
81.2 47,910
74.8 38,625
83.1 48,927
78.7 47,797
89.3 79,692
79.8 45,450
75 39,229
83.8 38,042
80.5 43,899
73.7 36,338
85.5 52,619
86.6 67,386
77 40,750
79.5 38,656
81.6 49,737
82.8 59,618
78.6 51,949
79.7 47,462
79.4 40,086
84.4 54,778
81.2 51,716
78.9 50,674
91.5 66,926
77 52,491
82 45,522
80.4 40,085
91 74,346
82.9 44,794
83.4 42,985
84.9 54,025
79 39,547
87.7 50,127
81.7 51,234
84.3 51,519
91.4 84,369
83.9 44,195
81.6 45,804
88.7 66,955
86.7 48,774
76.4 39,284
88.7 47,166
80.4 41,120
86.3 48,388
93.2 79,636
86.7 61,065
85.6 48,535
83.6 44,334
81.7 47,180
81.2 47,583
86.7 60,467
83.5 43,478
90.6 66,567
85.5 52,367
86.1 45,468
86.6 64,528
85.6 46,644
84.1 47,303
80.6 49,586
83.5 51,198
79.7 41,856
81.9 46,680
80.8 41,999
86.4 52,009
84.6 42,302
84.6 59,129
79.8 40,687
82.6 50,199
84.7 59,155
75 38,687
79.1 44,803
83.7 44,811
81.5 52,660
81.3 47,600
79.7 47,690
82.3 47,184
79.1 45,011
90.1 59,434
75.8 45,936
80 41,882
91.1 66,059
81.4 45,564
81.3 44,046
79 48,118
77.6 41,076
82 45,190
81.8 45,870
87.6 58,857
78.8 41,260
80.2 48,083
80.9 48,469
85.2 62,628
81.5 49,048
82.5 51,301
87.2 46,736
91 85,749
89.9 73,394
79.2 53,368
86.2 54,615
86.6 59,352
84.4 47,973
80.4 44,823
79.3 41,555
82.2 39,413
85.6 54,217
79.5 39,457
84.8 54,633
94 85,354
75.9 45,623
84.5 49,037
84 49,818
88.1 69,443
81.9 44,274
73.4 32,483
68.1 37,384
67.2 33,512
63.4 31,917
58.8 31,087
65.3 30,159
64.4 34,902
66.6 37,174
59.4 33,938
65.1 34,783
71.6 29,112
68.8 34,255
68.6 35,236
62.2 28,755
69.3 33,930
67.2 34,331
81.6 62,055
79.3 35,298
67.5 32,034
69.8 44,708
67.4 36,477
63.8 35,252
77.9 45,315
80.3 45,858
80.4 43,756
59.7 22,186
53.7 26,474
58.8 25,663
65.9 40,107
81 50,356
66.7 31,463
59.7 23,747
66.4 28,107
73.9 37,056
60.5 30,892
78.5 36,710
83 48,438
74.9 39,607
72.9 36,681
64.1 34,828
74.7 46,555
61.9 27,700
72 35,116
75.5 41,352
83 60,464
66.5 31,609
61 37,017
65.5 39,014
62.1 32,530
67.7 36,430
72.9 36,990
58.4 28,745
80 32,052
63.5 34,480
74.6 39,793
72 35,000
70.3 31,618
66.7 41,264
64.9 36,618
55.1 26,565
81.8 57,859
62 34,353
60.6 28,687
68.8 36,486
70.8 39,700
74.8 39,256
59.3 32,144
54.4 28,615
71.7 46,131
65.5 37,718
64.6 36,450
60.5 29,955
68.5 42,071
67 29,537
77 45,127
66.5 33,157
64.7 33,364
67.7 37,118
58.1 24,367
68.2 36,374
69 33,875
65 31,918
84.6 34,341
84.7 52,377
80 39,853
75.1 41,267
75.7 37,210
77.3 37,685
76.9 39,560
71.8 34,301
70.7 39,213
89.2 48,254
81.5 44,674
70.5 35,050
81.5 40,215
78.9 50,346
82.9 46,136
81.1 46,932
79.1 39,446
66.6 29,431
86.7 63,801
74 34,363
79.6 41,560
85.9 49,026
79.6 37,920
88.7 62,237
86.1 53,589
85.3 55,256
80.3 45,458
69.4 39,726
78.5 37,456
72.8 35,202
79.1 39,719
77 40,748
66.3 35,005
69.7 33,364
63.7 32,025
77.7 55,964
74 45,116
81.8 37,010
84.7 43,970
79 35,186
80.1 36,954
77.3 39,840
73.4 32,628
81.9 37,925
81.3 40,696
73.4 32,991
65.2 33,573
83.4 50,561
79.5 40,322
79.4 59,650
86 45,559
80 34,916
72.9 38,055
79.9 49,220
77.4 40,214

79.5 39,457

76.4 54,828
80 36,356
80.6 41,567
69.4 34,770
77.8 38,870
68.6 32,956
74.5 41,097
79.4 40,902
82.5 38,155
73.9 39,876
61.1 29,623
77.6 47,846
78.7 39,740
71.1 42,187
74.5 39,467
63.6 34,533
79.8 45,108
87.1 40,911
72 28,783
75.2 50,932
73 33,291
58.2 28,206
71.2 47,156
78.3 40,964
79 37,818
76 41,673
91.8 71,894
77.5 38,176
85.1 44,086
80 33,833
78.7 47,751
77.1 40,503
79.3 53,919
65.2 33,298
62.1 29,300
89.1 73,708
73.1 32,595
73.8 50,462
72.4 40,162
88 65,049
74 42,150
81.4 35,252
76.8 35,283
72.9 40,359
67.6 26,876
81 37,908
66.9 34,740
80.4 42,013
72.4 33,607
81.4 39,775
71.4 31,597
76.6 38,646
79.5 52,800
62.5 34,901
59.7 30,904
74.8 41,102
80.2 35,363
71.1 31,784
71.3 34,958
89.3 37,283
76.4 35,637
78.7 32,500
85.2 42,080
88.1 41,372
83.3 33,872
87.1 42,443
87.1 37,525
84.9 38,619
85.3 35,151
82.7 40,412
84.5 33,862
85.7 38,547
86.3 39,145
87.4 44,368
93.3 49,072
84.7 33,363
78.6 35,942
70.5 35,153
87.8 35,803
86.8 39,624
90.2 53,430
87.6 37,642
84.2 36,997
91.4 48,093
75 38,984
80.2 34,440
86.1 38,256
89.8 38,919
83.4 37,814
83.2 34,941
91 44,352
82.6 32,861
87.6 40,857
82.9 31,033
82.4 36,948
81.6 39,216
83.4 36,556
81.9 39,423
78.8 32,763
87.4 41,183
83.5 41,335
80.6 31,969
84.4 46,211
81.2 34,566
81.2 37,998
85.1 39,136
87.5 50,468
88.9 41,737
83.4 38,872
81 38,836
86.3 38,400
83.9 39,879
69 31,528
76.8 36,332
88.5 47,278
86.3 47,836
85.5 38,765
89.5 35,240
94.2 40,342
93.4 32,540
84.4 40,478
88.1 50,675
83 33,566
83.3 36,502
89.2 47,349
84.1 43,709
83.4 46,769
89.4 59,878
83.5 43,041
86.4 41,645
85.2 37,676
86.7 43,044
86.7 44,101
72 46,148
78.7 42,720
87.5 39,490
73.5 49,991
86.9 37,944
73.6 46,512
85.3 42,456
82.1 44,027
83.5 47,872
87.3 55,623
82.4 34,770
88.2 45,264
85.7 37,723
88.3 42,530
84.2 39,260
82 44,937
85.2 34,059
81.1 35,281
88.9 47,407
90.3 44,825
83.2 36,527
82.2 47,594
89.6 51,848
85.8 39,493
89.1 34,328
85.6 36,414
84.5 39,569
89.7 35,874
87.2 42,873
84.2 42,003
80.4 41,785
88.5 50,522
86.6 41,612
82.2 32,068
84.6 39,373
82 35,483
90.5 53,873
86.3 47,074
90.8 42,641
91.8 33,791
88.6 33,148
82.6 46,094
85.3 45,005
79.4 38,921
80.6 40,250
85.5 41,950
84.5 37,277
85.6 48,019
83.7 37,331
87.1 44,032
89.1 48,040
84.6 41,501
84.7 50,666
86.6 48,684
87.9 41,570
81.8 38,469
87.4 33,206
81.2 46,232
93.3 69,261
86.8 54,289
79.6 41,214
87.5 54,967
86.1 37,954
82 36,876
86.4 38,427
86.2 47,213
80.9 39,571
83.7 35,133
80.4 36,263
84.7 35,949
89.7 62,434
87 41,664
83.6 38,652
90.8 34,462
87.2 47,749
85.1 52,532
79.5 57,434
91.6 66,745
79.1 62,283
78.9 42,742
76.7 53,316
78.3 60,692
79.2 59,302
83 41,166
81.5 52,391
77.1 42,340
79.2 46,373
75.9 52,354
86.7 58,559
83.9 58,977
82 47,228
82.5 53,820
85.7 56,132
88.2 51,479
86.2 54,558
76.9 43,244
87.7 54,017
87 68,721
88.2 62,462
90.5 74,856
86.4 57,674
83 52,699
78.2 56,555
86.6 83,984
87.2 75,446
80.3 61,915
81.9 53,540
68.5 50,397
75.6 57,856
84.3 69,865
70.5 51,869
91.5 102,839
81.8 72,877
84.4 79,099
87.9 82,735
90.6 99,559
83 59,786
73.3 63,348
79.4 58,666
89.6 99,035
89.8 84,016
79.3 71,237
84.9 72,217
84.4 49,931
78.4 30,756
72.6 36,705
75 35,753
80.8 39,576
78.4 37,225
72.3 32,750
70 38,372
75 41,191
79.4 37,504
68.3 31,903
72.2 33,612
68.8 31,949
67.1 38,360
84.5 43,621
96.3 101,687
59.8 26,755
65.2 32,189
69.8 31,562
81 39,727
73.8 32,046
73 37,884
75.2 34,224
86 57,862
76.8 43,462
74.5 34,144
84.5 54,333
76.1 31,091
72.1 30,173
79.1 34,450
77.1 39,193
79.9 36,147
76.1 43,895
86.3 55,270
83.2 41,330
62.3 35,543
83.8 45,502
81.2 43,001
79.1 48,257
81.2 43,070
82.1 46,877
80.6 43,355
76.4 47,666
81 53,957
82.8 44,236
79.9 41,787
84 68,337
82.9 49,647
80.4 44,827
69.7 40,572
77.8 43,334
84.4 52,189
78.6 46,977
83.4 41,563
79.4 42,383
82.9 43,776
68.8 41,367
81 44,233
82.3 54,151
83.3 51,728
84.9 57,788
78.1 41,358
86.7 92,724
78.7 60,541
83.3 49,092
79 46,225
85.7 52,582
87.4 57,386
81.8 67,014
76.4 48,881
80.4 47,112
83 43,052
90.2 93,044
74.4 54,631
84.9 55,231
82.6 70,851
85.3 87,498
79.2 41,652
88.2 63,669
84.8 53,730
81.7 47,096
82.4 46,355
79.1 47,810
82.8 45,672
86.2 84,045
76.2 47,627
84.8 51,834
91.4 47,980
81.7 54,776
84.6 50,459
79.2 48,490
82.3 56,843
83.6 81,849
75.6 51,356
80 44,592
76.5 50,421
68.7 49,798
68 37,646
70.2 38,424
68.6 37,105
70.6 39,426
75 39,991
63.8 32,410
70.6 34,599
78.3 46,198
81.9 47,200
67.6 45,865
78.2 59,396
66.2 46,006
82.1 50,839
82.1 49,360
69.2 45,078
74.8 52,182
77.9 55,162
73.3 36,034
73.1 39,813
76.5 40,417
72.2 45,419
68.6 34,506
82.1 46,299
85 48,230
77.6 52,550
88.6 54,595
72 49,741
78.1 51,716
65.8 38,477
83 55,787
65.6 39,884
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73.6 50,163
71.4 50,825
71.4 45,888
68.4 34,300
73 51,447
65.4 41,289
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65.4 34,060
75 45,190
77.7 43,667
83.2 49,057
65.6 34,013
73.5 42,777
68.4 36,616
78.4 53,963
78.8 41,904
75.9 52,614
72.2 39,754
76.3 50,076
71.9 40,152
71.7 53,321
70.2 41,703
77.3 41,372
69.3 39,887
70.7 37,065
86.2 65,110
68.6 39,273
64.2 42,356
82.6 53,088
75.6 47,819
86.3 51,713
62.5 34,309
84.3 43,454
87.6 54,545
75.2 43,876
76.8 39,190
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71.9 38,024
74.9 47,834
79.9 42,311
80.6 46,676
70 49,365
69.2 37,113
64.9 36,304
68.9 43,490
74.2 48,266
70.4 40,063
69.1 40,927
71.4 39,919
73.4 47,498
73.2 49,957
67 42,540
70.5 36,827
82.5 49,673
66.3 33,063
80.2 65,186
68.1 40,293
89.3 70,786
67.5 36,496
69.9 37,158
81.6 41,980
77.2 43,693
66 44,100
69.4 42,630
72 47,192
71.1 38,199
83.1 37,433
85 40,120
73.8 34,355
77.8 42,052
81.3 38,429
82.2 41,072
78.8 32,607
87.9 53,177
90.9 49,106
78.8 41,023
79.6 37,629
80.4 38,733
77.5 38,638
75.5 36,871
65.9 33,623
78 41,218
87.4 38,576
89.2 46,066
73.4 29,820
78.7 38,068
74.8 37,600
72 32,683
75.3 38,242
66 36,026
76.9 35,110
59.3 33,970
79.1 37,772
79 41,627
79 54,412
80.2 47,666
77.9 34,883
81.4 37,192
79.9 47,179
79.8 46,896
76.7 34,144
80.1 45,828
81.3 48,495
84.1 39,579
83.2 46,469
73.7 33,768
81.1 47,904
67.8 31,474
78.5 28,942
82.5 31,754
79.9 41,870
86.1 46,030
81.1 43,572
81.9 42,146
83.7 48,203
76.6 43,568
87.4 43,343
72.6 41,057
82.5 40,538
68.6 37,737
82.5 47,692
83.3 50,435
79.9 45,837
82.9 35,171
85.7 55,826
80.9 38,251
74.8 49,307
83.3 61,642
80.1 45,710
82.3 55,532
81.2 51,929
82 63,574
83.1 52,093
80.6 44,059
78.7 44,670
80.2 46,635
81.6 50,421
82.8 50,600
84.7 57,848
92.9 86,581
84 55,027
87.6 61,741
78.7 47,289
85.7 55,011
85.3 56,736
73.7 38,865
86.3 77,495
87.8 62,634
78.4 38,760
82.7 52,733
88.4 56,455
80.6 44,334
79.6 39,028
83.5 54,912
76.3 45,458
78 44,104
51.5 47,558
81 52,210
73.5 39,470
81.7 39,717
81.8 50,046
86.4 62,772
75.6 37,495
84.7 56,800
83.6 53,396
82.8 57,982
82.9 48,922
79 56,914
82.4 45,374
80.3 49,830
88.8 71,845
73.2 35,126
84 55,021
82.7 56,781
78.8 39,220
83.5 51,692
80.6 37,162
78.6 52,627
80.6 45,293
78.6 42,403
84.2 56,929
81.6 51,913
78.9 44,261
77.2 55,137
70.1 40,741
85.9 57,087
81.7 54,186
86.1 59,764
80.2 48,141
76.1 47,780
82.1 52,243
74.1 36,054
83.1 48,965
81.5 57,293
83.4 51,265
85.7 54,458
82.5 49,301
80.3 45,685
86 66,608
86.6 50,844
70.7 37,930
86.2 74,601
84.5 44,122
80 53,471
83.1 52,438
88.6 57,210
82.5 49,997
66.7 32,029
81.4 38,952
69.4 31,863
81.2 47,263
75.9 35,274
75.5 36,502
74.9 35,900
75.9 35,204
87.3 58,493
77 37,853
76.7 34,160
69 29,277

76.6 39,423

88.1 53,868
68.6 30,515
85.2 43,597
77 35,027
76.9 39,902
77.6 42,697
81.2 36,719
75.4 36,039
79.8 36,266
81.2 35,981
82.2 42,488
73 36,134
79.5 41,998
85.7 37,302
76.7 33,203
63.2 28,790
82.1 43,388
66.9 31,607
70.8 29,120
79.1 39,567
69.3 30,475
69.1 31,657
80.9 39,600
81.2 47,213
77.4 33,538
73.8 30,846
70.4 35,115
77.5 40,147
81.5 47,352
73.6 41,912
79.3 47,984
69.2 31,104
71.6 33,423
78.6 39,840
71 34,032
76.1 40,067
74.3 38,997
75.1 36,608
81.5 43,727
76.2 37,936
69.4 31,312
82.5 45,136
74.7 35,596
80.2 44,382
75.7 35,410
78.8 40,757
86.7 36,988
76.2 36,918
78.2 34,699
79.3 40,644
69 28,484
79.3 38,719
83.4 57,247
73.2 32,913
70.2 35,549
77 39,531
71.9 46,178
67.4 31,961
85.1 49,191
81.3 53,737
85.2 46,106
79.7 38,056
82.7 37,237
79.9 43,229
80.3 39,091
93.1 53,934
88.9 67,042
85.6 46,730
85.6 58,954
81.6 40,604
80.5 45,295
81.7 38,769
88.4 53,869
81 42,768
89.3 43,267
84.5 41,914
81.2 39,851
78.2 49,337
85 46,936
76.5 46,153
81.8 40,201
81.5 40,597
79.6 37,983
87.5 47,555
84.9 42,183
81.9 48,297
71 38,929
79.3 51,896
74.1 48,300
85.6 53,137
85.5 54,467
84.3 45,238
84.1 44,114
77.8 46,663
85.6 43,431
87.5 41,359
82.1 46,290
88.9 67,096
79.4 37,010
82.8 56,784
79.7 54,972
86.3 49,341
80 40,623
83.6 47,623
78.3 42,134
78 57,560
83.8 42,302
81.7 45,104
88.6 76,886
86.8 54,463
80 38,849
79.8 41,466
79 45,201
88.2 46,555
89.3 84,054
81.8 39,610
79.1 40,366
80.4 39,988
80.6 43,889
81.6 43,201
86.1 60,125
83.4 53,432
86.5 64,483
82.7 48,338
84.6 47,150
76 35,337
79.4 35,505
78.9 52,104
73.2 44,903
75.7 39,072
74.6 42,884
81 38,919
81 40,835
74.5 44,666
82 44,332
77.4 58,581
81.6 42,676
78.6 52,570
81.1 55,931
81.1 43,473
80.6 43,788
82.2 42,532
82.9 44,625
77.2 41,419
83.8 59,546
88.5 78,305
82.3 49,014
80.7 58,229
77.8 40,310
79.9 53,949
71.2 39,579
86.8 57,423
80.6 41,519
77.2 42,093
73.2 46,318
77.5 39,791
78 38,978
82.5 43,281
80.5 41,219
73.1 51,924
81 41,524
84.8 46,449
82.6 48,411
80.7 43,873
85.6 47,766
83.7 46,812
80.7 58,273
80.7 65,313
83.9 61,297
87.7 64,941
72.5 47,565
88.6 68,359
70.1 42,011
77.7 48,774
60 26,902
73.4 47,381
64.7 30,904
67.5 36,805
87.8 60,492
80.2 51,373
72.8 42,141
81.5 48,672
66.7 43,494
67.1 41,740
65.2 37,953
65.3 34,925
69.6 38,275
69.3 40,018
60.7 34,281
82.2 55,760
71.4 45,243
67 39,103
73.1 45,241
75.2 45,457
79.5 52,971
73.1 44,672
66.9 37,037
81.1 46,947
65.2 39,555
75.4 49,952
69.8 44,654
67.7 43,682
61.4 34,637
83 57,489
66.1 40,649
68 34,147
60.9 34,239
69.1 42,309
73.9 47,200
71.5 38,061
73.7 46,618
85.2 51,441
69.3 46,052
73.1 48,375
74.3 42,838
66.9 40,474
65.5 31,170
77.2 57,335
79.5 38,339
83 39,275
71.3 32,585
79 39,448
90.2 45,619
85.8 45,077
81.1 41,670
63.9 16,338
79.8 37,383
79.2 37,065
74.7 33,547
76.6 38,886
89.5 35,446
85.3 46,673
76 26,588
88.9 46,733
83.9 43,093
80 38,911
81.9 40,920
77.4 29,958
68.8 36,659
73.6 41,457
82.5 38,144
73.7 38,924
79.5 42,594
77.7 29,263
86.3 38,482
79.9 43,576
80.1 41,679
75.1 42,544
87.8 32,182
89.5 55,315
71.7 38,652
80.5 40,039
82.7 30,824
79.6 39,507
86.2 38,989
82.3 40,243
85.7 43,880
87.5 40,878
89.4 62,225
81.1 36,699
82.9 45,565
58.8 28,810
75.6 39,349
87.7 47,619
78.1 29,890
79.6 38,000
88.5 54,795
84.7 45,656
87.8 48,254
80.3 35,722
80.8 38,729
75.8 36,459
82.7 42,963
70 26,925
81.4 40,829
87.7 52,998
84.9 41,837
74.1 25,791
80.2 36,473
83.2 46,418
87.2 57,658
78.1 35,830
86.1 45,537
71.4 23,252
78.9 45,677
69.7 47,281
65.8 36,918
66 37,308
78.4 48,739
73.3 45,099
58.7 32,549
67.2 42,235
67.9 39,215
69.1 35,234
75.4 59,004
67.8 44,217
60.3 33,189
58.4 30,841
61.2 32,894
73.7 44,924
65.1 38,638
72.5 39,779
81.5 51,230
63.6 36,998
64.6 39,081
72.6 50,276
66.3 42,208
70.6 51,851
57.3 29,914
73.8 46,399
70.9 40,041
72.5 44,829
60.1 36,040
69.6 39,110
55.2 29,555
69.3 41,644
80.7 50,114
55.9 25,437
66.7 37,474
66.9 35,811
70.4 40,292
65.6 35,621
69.3 41,267
70.5 38,836
64.3 39,923
70.1 38,578
72 46,067
61.6 34,116
71 42,254
58.4 29,694
82.5 48,214
56 28,314
62.3 38,298
65.5 39,260
69.5 39,190
69.6 43,039
75.6 52,008
69.3 41,089
68.5 38,817
60.2 38,448
78.8 47,607
64.6 40,445
73.6 49,505
77.9 53,540
63.5 37,787
66.7 39,053
84.3 50,180
76.6 47,103
63.8 35,673
71 42,177
59 34,647
63.8 36,123
62.9 31,761
62.2 38,159
72.6 39,795
65.3 39,157
74.8 42,772
74.8 55,577
81.8 59,617
60.7 31,015
66.7 39,853
74.6 44,693
80.8 50,968
67.5 45,860
74.3 41,600
75.8 43,162
79.7 59,254
74.6 53,881
61.4 41,466
67.7 38,442
56.3 35,188
62 36,257
67.2 39,803
77.2 42,630
61.3 34,211
70.3 38,629
64.8 37,824
90.1 88,957
80.9 64,545
64.4 41,138
68 43,814
71.2 43,518
74.6 39,522
81.1 49,579
82.4 49,167
65.2 42,585
74.5 49,709
61.5 35,917
84.8 50,221
76.9 56,098
70.1 31,702
73.7 36,549
84.7 47,465
76.9 49,339
80.6 50,679
83.9 37,595
75.9 44,001
77.3 42,482
79.5 62,604
81.3 37,465
78.6 35,254
74.8 38,512
49.9 23,972
74.6 39,873
71.1 42,514
77.8 48,815
71.3 47,080
69 46,148
79.3 41,789
55.2 33,669
69.5 40,117
82.6 51,859
75 36,612
65.4 39,416
76.9 61,744
68.4 37,734
65 35,345
80.4 46,005
62.7 35,433
74.2 37,441
71 33,029
91.8 91,185
71.3 32,746
69.1 41,740
83.9 59,405
70.2 36,587
59.3 40,309
79.2 48,465
81.1 46,341
66.1 32,756
68.7 41,443
62.1 37,788
61.8 33,172
56.1 33,318
65 35,975
75 55,771
65.2 36,316
60.9 38,105
75.5 37,452
89.4 74,941
67.9 36,963
70.6 33,338
54.3 28,214
78.2 37,339
59.7 28,856
72.6 34,541
68 40,102
67.1 32,566
77.8 64,815
65.8 39,972
77.1 39,530
66.2 34,228
72.5 44,413
71.3 44,445
73.3 35,605
63.5 34,565
70 33,229
84.3 82,169
77.4 41,135
76.8 40,270
57.7 31,544
56.2 39,175
80.9 54,606
70.1 35,022
80.1 49,057
69.9 45,898
72.4 44,027
62 36,518
75.3 40,380
80.2 47,859
79.1 45,063
67.3 41,554
78.1 56,575
65.9 40,266
61.7 29,628
73.8 40,099
69.9 45,619
70.7 36,446
79.5 48,418
74.6 54,836
78.3 43,150
77.3 59,636
71.1 30,496
84.7 57,936
79.9 45,642
73.5 41,879
50.5 32,006
71.8 40,678
68.2 40,015
83.5 56,213
73.6 41,368
70 36,197
70.6 39,655
46.1 27,091
76.9 47,311
79.6 47,099
78.8 48,273
75.8 41,837
72.7 45,382
73 39,780
74.7 41,466
78.5 44,677
58 33,255
64.8 37,129
77.6 57,440
64.3 38,068
59.1 34,147
74.5 57,649
85.4 63,748
57.9 32,182
78.1 39,176
81.2 44,132
72.1 37,841
78.1 45,860
66.9 36,456
68.2 37,734
66.8 32,765
76.3 40,690
63.7 35,913
78.8 46,569
50.1 28,136
68.6 37,501
71.7 46,703
73.8 39,882
69.6 49,382
67.4 37,803
74.5 41,147
67.1 41,267
83.5 44,836
86.3 51,492
78.4 41,448
61.9 34,363
70.5 33,090
76.6 43,201
74.7 41,837
72.8 37,870
67.5 32,629
65.8 40,982
78.1 39,804
70.3 41,417
42.1 27,332
72.2 46,424
69.4 31,876
79.2 50,310
70.9 42,720
76.7 39,364
71.7 32,696
73 39,968
81.6 65,477
62.1 44,865
73.7 37,346
73.5 36,492
73.7 36,432
71.7 40,251
68.7 36,688
69.9 33,739
74.4 46,290
69.2 48,934
80.5 43,398
79 48,384
71.2 40,167
75.9 41,076
80.5 58,568
60.7 39,665
62.5 36,087
70 39,256
71.1 37,965
44.7 25,566
73 43,397
89.5 54,983
63 42,778
73 32,334
65.7 35,475
46.6 30,002
68.1 38,601
90 57,660
68.1 37,185
86.7 83,885
68.9 35,794
74.1 42,349
72.5 35,012
69.9 34,789
72.6 41,477
71.4 44,844
70 38,753
60.4 38,292
72.3 40,738
79.2 39,235
68.9 37,476
73.1 42,711
80.2 47,820
78 50,724
34.7 21,245
72.3 38,082
70.4 45,221
71 35,960
64.4 44,263
69.7 38,420
81.3 59,446
81.2 43,813
70.9 31,177
62.5 36,160
77.4 36,401
65.5 41,775
76.2 42,671
84.7 60,195
73.1 34,847
71.9 38,372
76.3 42,927
67.1 37,302
59.6 34,968
58.7 36,528
72 45,093
76.2 49,859
73.1 40,508
73.9 49,092
70.1 37,828
72.1 47,321
53 36,173
69.8 41,461
72 39,943
79.9 43,485
72.2 37,975
48.7 28,467
88.8 78,064
73.8 51,499
60.3 39,380
76.1 53,980
76.3 42,333
59.4 42,058
72.1 39,261
53.1 31,712
43.4 21,683
83.2 44,468
87.8 57,452
90.4 51,144
81.1 43,814
83.7 39,691
92.2 69,161
81 40,290
84.2 51,299
85.8 45,287
82.5 41,691
88.6 42,627
82.9 49,096
86.4 44,086
86.7 46,572
92.6 64,716
85.7 38,136
91.5 51,190
86.8 62,270
69.6 36,220
84.6 42,535
85.8 46,113
92.5 83,625
85.6 58,923
79.8 44,435
90.9 59,000
89.3 63,865
87.6 47,903
88.5 41,193
85 56,659
86.4 55,536
84.9 51,396
82.6 44,798
90.6 61,369
75 39,249
82.6 53,627
84.2 55,396
87 50,663
84.1 51,305
78.2 40,014
84.3 47,299
88.4 52,743
87.3 49,180
88.1 52,377
67.9 38,941
87.4 65,329
77.5 49,619
68.3 51,816
70.6 48,136
70.7 46,995
87.8 81,101
78.2 55,411
74 45,072
80.1 55,529
70.9 39,130
81.4 62,731
63.2 40,277
52.9 28,595
62.8 38,467
73.4 47,990
71.3 51,292
64.3 39,387
65.7 55,025
63.2 37,240
88.1 75,354
82.1 66,425
76.6 48,034
73.7 58,301
63.8 40,956
58.9 30,163
70 53,528
73.5 48,138
90.7 104,335
84.5 79,811
70.1 40,659
80 59,694
72.2 48,989
78.6 60,427
75.9 44,961
81.7 58,470
78.8 72,483
64.1 36,914
78.4 59,127
62.1 41,196
63.9 38,527
86.6 76,237
86.6 63,315
64.9 40,956
72.8 38,274
76.2 58,426
89.3 71,566
68.2 46,267
80.4 64,213
79.1 64,205
74.4 42,788
60.6 29,572
92.5 103,817
71.7 50,722
63.4 35,914
75 51,306
80.8 55,639
67.8 40,395
73.7 47,469
82.8 41,618
69 47,332
80.6 68,992
67.4 36,399
75.9 49,083
64.4 39,734
75.2 55,211
64.8 42,943
62.2 36,952
67.3 45,252
78.9 69,503
69.9 40,293
81.6 64,206
88.8 84,910
74.2 43,604
76 59,142
60 42,514
85.8 61,390
71 46,388
72.4 52,455
62.5 34,543
64.4 35,193
75.3 50,427
67.5 38,726
63.2 43,761
83.8 74,051
88.6 86,003
70.4 48,348
57.6 39,915
67.5 35,148
75.5 54,609
72.3 42,148
69.3 46,081
62.5 33,661
70.2 41,496
91.7 74,606
86.8 72,158
70.9 37,064
72.4 35,258
69 41,721
80.8 39,915
85.1 65,321
75 33,585
83.7 55,642
71.4 39,037
68.5 34,628
58.5 39,047
88.6 87,075
95.9 96,449
71 40,790
80.2 44,521
60.4 36,348
85.5 50,889
76.8 38,553
71.8 42,733
77.1 37,308
78 41,495
81.3 77,764
76.4 78,260
68.5 35,325
84.5 47,111
78.4 40,955
66.5 29,335
68.6 37,140
88.5 78,422
75.2 43,436
83.4 31,737
75.2 40,062
76 39,544
82 50,200
75.6 42,405
76.8 52,927
90.4 62,697
77.9 42,076
89.6 47,749
75.4 44,199
63.3 43,624
85.8 43,155
85.1 60,559
79.1 48,037
85.5 46,920
87.8 62,274
82.7 43,124
83.2 51,230
78.4 49,514
82.7 39,118
63.5 50,193
84.4 42,993
72.2 45,410
81.1 43,974
92.1 58,588
91.6 48,748
90.3 68,429
90.8 60,297
87.2 41,896
81.7 44,112
80.5 45,713
86.5 45,383
83.7 50,959
76.6 38,266
78.9 40,175
81 40,778
86.9 58,191
94.4 55,986
84 54,557
85.9 50,612
89.2 68,304
89.1 48,026
85.4 44,634
89.5 60,470
84.2 50,776
81.1 46,214
87.5 51,498
92.8 36,796
68.7 44,834
72.7 31,833
77.6 49,899
64 33,043
67.3 31,425
79.7 42,456
80 36,661
62.4 27,777
63.7 28,475
69.4 34,427
68.6 31,909
70 29,424
70.8 37,223
73.4 34,663
71.3 40,763
82.9 43,458
70.3 40,995
78.4 39,342
77.4 41,752
79 57,122
80 43,467
73.7 34,842
62.7 29,173
63.1 31,671
50 21,795
79.5 36,850
79.7 39,892
72.4 34,929
72.1 34,278
80.3 40,098
59.6 27,480
83.6 36,849
73.7 35,497
75.8 45,076
70 34,723
83 39,695
72 39,171
79.4 42,141
70.9 33,986
74 35,950
83.8 53,927
72 36,277
73.5 35,142
73.4 35,184
66.8 31,553
65.4 27,222
74.7 34,916
75.5 33,791
75.4 37,705
74.6 34,722
70.5 35,210
58.2 27,104
77.6 39,822
72.4 39,582
81.4 42,847
64.3 30,807
76.7 43,006
84.1 40,714
82.4 47,984
86.9 42,983
86.3 59,791
84.1 47,887
82.8 44,049
87.3 67,672
84.3 50,972
75.4 44,511
86.2 58,010
81.3 43,942
92.2 63,364
82.3 58,173
87.8 49,964
85.9 45,346
86.6 49,886
88.9 50,486
83.7 44,733
84.2 58,672
78.5 41,223
83.5 46,687
84.1 55,647
81.9 50,799
88.5 54,733
83.7 38,078
79 47,649
84.7 60,375
78.5 45,486
83.5 60,464
84 56,414
89.7 50,812
85.5 47,913
80.9 42,697
81.6 50,359
84.6 55,722
83.8 58,140
82.5 45,385
78.8 46,015
78.2 37,898
80.2 49,046
81.1 47,849
80.6 53,038
85.1 48,427
88.1 63,866
91.9 80,771
82.6 48,414
89.6 63,787
85.9 53,014
86.5 55,980
82.4 45,376
82.9 61,866
82.1 43,765
83.9 58,594
79.1 40,349
91.6 70,711
83.5 53,990
84.7 41,563
81.5 49,006
84.4 59,520
78.3 49,563
80.9 48,774
78.9 42,710
85.4 43,458
84.2 59,568
83.7 43,402
88.8 73,418
92 80,892
82.7 52,663
78.8 47,630
86.3 57,214
84.8 53,545
93.5 37,061
83.2 42,071
88.3 63,767
83.5 46,420
86.4 50,981
85.8 45,829
84.8 41,841
84.7 41,487
84.2 38,475
90.1 43,783
89.1 50,986
87.9 52,514
88.3 47,139
87.3 38,234
87.6 46,122
84.9 43,595
88.4 44,460
89 50,261
87.4 59,907
94.7 70,304
84.8 57,341
85.6 44,982
85.2 41,641
47 12,729
50.7 14,655
55.2 14,773
54.2 16,679
59.7 16,381
52.7 16,246
58.6 16,086
59.6 14,783
51.8 15,069
54.3 14,575
67.4 25,567
53.6 17,481
63.3 21,269
50.6 16,951
54.9 16,779
71.7 27,337
59 16,544
57.5 17,317
66 21,163
49.4 14,136
60.7 20,026
56.5 15,530
46.4 14,021
52.5 15,172
60.4 21,894
63.1 21,189
63.2 19,837
53.2 14,319
50.9 12,514
62.7 15,592
55.7 14,625
72.3 33,741
61.6 21,177
51.4 15,934
60.5 21,556
59.7 18,466
52.2 15,042
52.4 14,443
58.3 16,596
56 16,827
49.8 14,655
44.1 12,467
41.7 12,193
57 18,823
58.6 14,418
59.8 17,547
55.4 16,472
39.4 11,898
51.6 14,981
56.1 15,158
53 14,509
52.7 15,563
51.9 14,754
50.9 16,071
47.5 12,802
54.7 15,475
54.1 15,697
61.4 16,732
53.3 15,718
48.2 14,752
59.5 19,317
57.1 16,072
56.7 14,664
58.7 16,849
67.5 22,356
49.7 15,738
45.8 14,111
59.4 15,312
65 25,918
64.5 23,597
69.1 28,295
49.2 12,806
52.8 17,372
56.3 17,936
50.3 12,012
55.8 15,097
53.9 15,823
55.8 15,350
54,083
51,813
40,447
26,525
38,190
31,859
35,256
39,674
43,335
41,134
28,463
33,539
41,523
30,084
53,092
34,985
33,221
39,073
47,460
36,120
42,936
57,547
35,368
46,294
35,390
39,578
44,329
21,428
45,958
67,154
63,175
79,856
59,726
81,322
49,916
33,262
40,577
46,157
38,245
35,946
41,715
35,581
38,759
47,864
36,586
34,188
41,331
46,337
73,979
69,641
80,430
43,961
62,633
33,309
44,251

Income 78.7 82 64.7 63.2 70.400000000000006 60.5 67.8 73.900000000000006 64.2 63.5 66.2 65 70.8 66 62.9 73.2 73.3 67.7 65.7 68.400000000000006 60.1 70.400000000000006 77.8 70.3 63.8 77.599999999999994 68.5 74.099999999999994 66.099999999999994 62.1 65.599999999999994 64.8 65.2 66.7 76.5 67 80.900000000000006 65.099999999999994 76.400000000000006 65.599999999999994 81.400000000000006 74.5 64.3 70 85.4 71.900000000000006 63.2 69.400000000000006 76.7 67.900000000000006 80.3 76.3 62.4 69.7 69.099999999999994 61.9 66.5 71.3 86.8 64.8 69.7 70.099999999999994 78.8 67.2 72.3 59.5 62.6 74.7 78.5 90.3 71 88.9 91.7 76.599999999999994 91.8 88.9 93.2 88.5 89.6 85.4 72.2 88.1 74.8 77.400000000000006 72 84.1 90.6 84.4 86.8 88.5 66.3 85.8 84.3 74.3 63.6 79.5 83.8 78.2 75.599999999999994 82.5 69.3 82.5 77.5 71.2 83.4 72.7 60.7 84.7 65.8 72.400000000000006 72.5 77.5 80.400000000000006 76.8 66.599999999999994 68.7 71.8 64.2 75.3 60.6 74.8 73.099999999999994 74.099999999999994 73.2 77.3 71.5 69.2 68.3 66.8 65 73.099999999999994 83.3 71.099999999999994 72.2 78.3 77.2 72.099999999999994 69.2 73.3 70.7 75.5 73.3 66 74.8 67.599999999999994 65.3 63.3 56.2 65 73.400000000000006 69.8 77.599999999999994 67.8 76 74.3 64.7 63.8 69.8 69.099999999999994 70.2 73.5 73.8 62.2 68.8 62 72.599999999999994 77.400000000000006 68.2 84.4 69.2 65.099999999999994 82.3 65.400000000000006 68 76.599999999999994 64.599999999999994 72.900000000000006 68 74.5 71.599999999999994 79.5 72.900000000000006 60.6 64.099999999999994 82.4 88.3 84 82.3 85.7 64 86.9 71.599999999999994 89.1 67.5 68.5 84.9 59 82.3 68.5 68.8 77.3 79.599999999999994 69.900000000000006 65.400000000000006 91.2 85.1 80.8 63.8 77.099999999999994 87.9 68.400000000000006 80.400000000000006 90.3 79.5 90.5 88 75 83.3 74.900000000000006 74.2 82.6 81.2 71.2 85.6 85.3 79.2 83.4 83.2 83.3 85.2 83.8 83.8 84.9 70.400000000000006 73 75.7 81 61.7 84.3 80.099999999999994 79.8 71.8 78.8 82.6 90.7 87.3 78.5 77.2 92.8 88.5 84.1 93.4 72.099999999999994 68.2 77.5 90.3 80.099999999999994 78.900000000000006 76 97 86.6 92.5 91.3 80.5 85.4 94.1 92.3 94.1 93.1 77.8 86.2 91.8 86.3 77 79.5 91.4 92.3 76.900000000000006 81.8 82.3 85 91.6 79.599999999999994 81.099999999999994 80.7 71.400000000000006 75.7 93.4 93.3 81.599999999999994 96.3 72 81.3 88.4 78.099999999999994 95.3 70 92.1 93.6 79.3 93.3 94 81.7 79.599999999999994 79.5 84.4 82.4 85.9 88.7 83 86 89.2 79.599999999999994 79.400000000000006 85.5 76.5 77.8 88.1 71.900000000000006 81 74.2 86.3 82 69.099999999999994 82.1 78.3 86.4 81.8 74.7 63.5 65.900000000000006 82.7 82.1 85.9 68.3 70.7 72.400000000000006 69 .8 72.599999999999994 62.9 58 54.2 78.5 74.5 80.8 65.2 81.599999999999994 69.099999999999994 73.2 68.2 79.8 82.3 89.1 73.900000000000006 65.599999999999994 67.5 81.400000000000006 78.2 85.3 67.900000000000006 84.9 81 88 65.099999999999994 81.8 79.099999999999994 83.6 77.599999999999994 84 74.8 70.400000000000006 87.2 77.7 85.4 87.1 88.7 77.3 73.2 70 72.5 82 78.400000000000006 76 71.2 67.3 56.3 67.7 66 72.599999999999994 65.400000000000006 73.3 71.8 65.8 66 77.2 71.7 72.5 67.5 79 77.900000000000006 64.900000000000006 69.8 65.5 83.3 56.9 71.099999999999994 76 65.099999999999994 80.2 88.8 60.4 84.4 81 64.3 80.099999999999994 58.9 88.8 64.8 64.900000000000006 87.9 64.599999999999994 81.599999999999994 67.3 65.900000000000006 67 79.5 69.7 85.1 66.3 68.5 73.7 81.099999999999994 68.400000000000006 60.5 78.900000000000006 67.2 61.4 65.7 70.900000000000006 92.4 71.5 85.7 67 84 66 66.099999999999994 82.2 65.900000000000006 69.400000000000006 70.099999999999994 87.3 70.900000000000006 70.5 62.2 63 79 71.099999999999994 66 84.2 84.3 67.7 68.099999999999994 69.7 63.3 58.5 62 62.4 77.900000000000006 71.3 67 70.3 81.3 86.8 71 74.3 77.7 72 66.7 71.2 63.2 70.8 65.400000000000006 65.8 69 65.3 77.7 71.400000000000006 74 61.1 78.900000000000006 74.7 86.7 72.099999999999994 80.8 73.400000000000006 70.2 69.8 75.3 63.3 73.400000000000006 75.5 57.8 75.400000000000006 62.4 78 82.4 70 66.900000000000006 67.900000000000006 67.8 71.099999999999994 63.2 69.900000000000006 64.8 56.2 66.3 63.6 63.6 64.5 73.5 67.900000000000006 67.3 75.099999999999994 61.8 73 67.7 63.2 74.2 66.7 66.8 73.5 70.3 57.1 68.3 70.099999999999994 61.3 67.900000000000006 76 63 68.2 65 70.400000000000006 68.3 84.6 84.8 39.5 83.3 83.4 90.8 80.8 87.5 85.5 79.8 80.599999999999994 90.2 86.3 85.6 87.8 80 82.6 88.4 76 86.6 76.900000000000006 64 80.099999999999994 84.5 87.2 88.2 80.400000000000006 79.400000000000006 72.599999999999994 82.9 84.4 75.099999999999994 87.3 91 82.5 84.2 77.400000000000006 88.5 73.7 85.5 86.4 67.599999999999994 74.5 74.7 77.900000000000006 87.3 81.3 88.9 76.599999999999994 83.7 67 72.8 80.8 63.3 84.1 79.900000000000006 83.3 80 91 81 80 75.900000000000006 77.400000000000006 82.9 77.7 79.3 80.2 87.5 83.5 79.3 90 81.400000000000006 82.3 83.4 72.2 86 76.7 78.3 73.599999999999994 78.900000000000006 86.9 74.3 85.7 68.099999999999994 82.4 84.5 80.3 85.2 82.6 77 82.5 83.6 67.099999999999994 80.2 79.8 89.9 81.8 86.6 81.400000000000006 81.3 80.2 78.099999999999994 80.400000000000006 86.9 89.2 90.7 83.2 82.1 84.3 79.099999999999994 85 79.900000000000006 76.5 88.3 84.9 87.2 77.099999999999994 79.900000000000006 78.8 83.1 83.8 72.3 88.7 79.599999999999994 75.8 70.7 83.8 71.3 83.4 82.6 80.900000000000006 76.099999999999994 88.1 83.6 83.1 82.9 83.4 84.1 85 74.8 78.7 82.2 82.3 79.099999999999994 75.2 74.599999999999994 79.8 86.9 79.8 81.400000000000006 87.8 80 85.7 83.8 86.3 81.3 88.3 83.6 83.2 81.8 79.900000000000006 82.3 80.099999999999994 70.599999999999994 71.8 82 79.099999999999994 84.7 81.599999999999994 80.2 75.7 73.7 82.4 80.7 76.099999999999994 80.2 80.900000000000006 79.2 79.2 94.2 87.8 80.3 88.5 79.599999999999994 83.3 85 79.8 82.4 78.5 81 76.2 85.7 81.7 81.599999999999994 60.2 80.7 80.599999999999994 77.400000000000006 80.099999999999994 81.599999999999994 79.8 74.2 81.900000000000006 88.5 85.7 80.7 78.7 77.3 78.400000000000006 73.8 74.900000000000006 80.5 74.8 75.599999999999994 88.3 84.4 79.8 81.2 79.599999999999994 78.900000000000006 79.599999999999994 82.4 71.400000000000006 79.8 81.2 72 84.3 80.8 71.400000000000006 87.8 83.7 79.900000000000006 83.1 81.2 81 81.7 85 86.3 75.2 78.099999999999994 87.3 82.1 86.2 87.8 84.5 81.400000000000006 81.400000000000006 82.5 87.8 86.5 89 87.7 84.6 81.3 82.2 85.4 83.7 85.9 87.7 87.3 87.5 83.4 84.4 88 82.6 85.6 78.5 89.5 78.900000000000006 81.7 85.1 85.8 89.2 85.2 82.2 84.8 85.9 84 85 85.6 86.5 85.4 87.3 85.8 85.7 85 86.1 79.3 86.3 85 87 81.5 86.8 88.1 93.7 85.3 84 85.6 83.6 90.6 79.7 79.099999999999994 78.7 87.6 82.6 84 82.3 83.2 84.4 81.7 82.2 81.8 80.3 80.7 81.099999999999994 85.5 83.7 87.4 86.6 88.3 84 86.7 82.8 84.2 86.3 86.6 80.400000000000006 93.5 84.2 83.3 87.3 82.7 81.5 90 82.5 83.9 84.2 87.3 84.1 81.400000000000006 86 84.4 83.1 81.900000000000006 84.7 85.8 82.3 84.2 84.6 87.3 87.1 81 80.3 85.5 87.4 87 85.5 86.9 91.3 85.4 84.5 86.4 86.4 80.2 92.4 81.2 80 87.2 84.8 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