Econ 120A Econometrics

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ECON 120 – Problem set 1
Clemence Idoux
Winter 2024
1
Data exercise – 50 points total
Under Modules/Excel Assignment, you will find a spreadsheet named ”ProblemSet1ExcelExercise.xlsx”. In it, you will find anonymous information on past
Econ 120A students. In particular, the spreadsheet will show:
• In column A, the UCSD college where the student is from;
• In column B, the student’s major;
• In column C, the student level (Freshman, Sophomore, etc);
• In column D, the score the student had in the final exam.
So, first download this Excel workbook, so you can work on it. You are going
to use it to organize, display and summarize the data in it. You will need to use
Excel to compute descriptive statistics, to create frequency tables and graphs.
1. (3 point) How many students are there in the dataset?
2. (3 point) What is the lowest score? Round to the first decimal place.
3. (3 point) What is the mean score? Round to the second decimal place.
4. (3 point) What is the mode of scores? Round to the first decimal place.
5. (3 point) What is the lower quartile of scores? Round to the first decimal
place.
6. (3 point) What is the median score? Round to the first decimal place.
7. (3 point) What is the relationship between the median and the mean
scores? The median is lower, higher, the same as the sample mean?
1
8. (3 point) Do you expect the distribution of scores to be positively skewed,
symmetrical, negatively skewed?
9. (3 point) What is the sample variance of scores? Round to the first decimal place.
10. (3 point) What is the standard deviation of scores? Round to the second
decimal place.
11. (8 points) Create a histogram of scores. The histogram should have 9 bins,
each with a width of 10 points. To do so, select the score column, go to
the insert tab and click on the histogram icon. To change the bins number
and bins, click on the bins and in the ”Format data Series” control panel,
choose number of bins. Do not forget to add axis legends by adding chart
elements. Once your histogram is ready, take a screenshot and upload it
here.
12. (8 points) Create a frequency table of levels. We want a table in which you
have the different levels in rows (FR, JR, …) and the frequency in which
they occur in the data. You will need to insert a pivot table for that. To
do so, select all the columns of the data, go to the insert tab and click
on pivot table. On the control pan of the pivot table, drag the variable
”level” into ”Rows”, drag the variable ”level” into ”Values”, select ”Count
of level”. Once your table is ready, Please indicate the frequency of each
level below.
13. (4 points) Compute the average score for each levels (FR, JR,…) using
the pivot table. On the control pan of the pivot table, drag the variable
”Score” into ”Values” and select ”Average of score”. Report below the
average score of freshmen taking the class. Round to the second decimal
place.
2
Descriptive statistics questions – 50 points total
1. (6 points) Classify the following variables as categorical, discrete or continuous: the number of rainy days, the country of birth, the population
density of a region, the social security number, a country’s population,
the market share of a company
2. You are given the following table representing the test scores in a class.
The 20 observations in the data are sorted in ascending order.
2
Observation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
Test Score
37
40
46
51
54
55
63
67
69
72
73
75
80
83
85
88
90
93
96
97
(a) (2 points) What is the frequency of test scores comprised in the interval (80,100]?
(b) (2 points) What is the relative frequency of test scores comprised in
the interval (60,80]?
(c) (2 points) What is the 20th percentile of the test scores in the class?
Round to the first decimal place.
(d) (2 points) What is the median test score in the class?
3. (2 points) Consider a sample with the following data values: 26, 26, 19,
16, 30, 35, 29, 25
Which of the following is the box plot of the data?
(a)
3
(b)
(c)
(d)
4. Consider a sample with the following data values: 23, 27, 31, 16, 36, 35,
29, 19
(a) (2 points) What is the range of the data?
(b) (2 points) What is the sample mean? Round to the first decimal
place.
(c) (2 points) What is the standard deviation? Round to the first decimal place.
5. Consider the following histogram of Austin’s Airbnb price:
4
(a) (2 points) What is the approximate cumulative frequency of Airbnb
costing less than $100/night? 3,200; 1,340; 960; 1870; 4,000
(b) (2 points) Is this data positively-skewed, negatively-skewed, symmetric?
6. (6 points) Consider the following frequency table from a data with a sample average of 2: What is the value of the missing frequency?
Value
1
2
3
4
Frequency
20
10
?
5
7. Suppose you have data on the wage of 1,500 employees of a firm. In this
firm, the sample average wage is $50,000. The firm decides to give an
end-of-year bonus to each employee of 1, 000.
(a) (2 points) Taking into account the end-of-year bonus, what is the
average wage of the firm?
5
(b) (2 points) Taking into account the end-of-year bonus, is the standard
deviation of wages in the firm lower, the same, higher?
8. (6 points) The standard
Pndeviation of a sample was reported to be 9. The
report indicated that i=1 (xi − x̄)2 = 72, 819. What is the sample size?
Round your answer to the nearest integer.
9. P
(6 points) Consider a P
dataset with two variables,
x and y. Given that
Pn
n
n
2
2
(x
−
x̄)
=
152
,
(y
−
ȳ)
=
958,
(x
i
i
i=1
i=1
i=1 i − x̄)(yi − ȳ) = −350.
Compute the correlation coefficient. Round your answer to the nearest
2nd decimal.
10. (2 points) The following scatterplot shows monthly sales figures (in units)
and number of months of experience on the job for a sample of 19 salespeople.
Given the scatterplot above, the correlation between monthly sales and
level of experience is most likely: 0.914; -0.914; 0; 0.18
3
Bonus question – 5 point
Three positive integers a, b, and c are such that their average is 20 and a ≤ b ≤ c.
If the median is (a + 11), what is the least possible value of c?
1. 23
2. 21
6
3. 25
4. 26
5. 24
7
College
Major
Level
Score
SI
RE
SI
SI
WA
FI
SI
RE
TH
RE
MU
MU
WA
MU
SI
SI
FI
WA
WA
TH
MU
TH
RE
TH
FI
TH
FI
WA
RE
WA
FI
SI
RE
TH
WA
MU
WA
WA
WA
SI
MU
VA26
EN26
EN26
EN26
EN25
EN25
EN26
EN25
EN28
EN26
PC26
UN27
UN27
EN25
EN25
EN25
EN25
MC27
CH31
EN26
EN25
EN25
EN26
EN25
EN26
EN25
CS26
EN25
EN28
EN26
EN25
EN25
EN25
IS26
BI36
DS25
EN26
EN25
EN26
EN25
ES28
JR
SR
JR
JR
SO
SR
SO
JR
JR
SO
JR
SO
SO
JR
JR
SR
JR
SR
JR
SR
JR
JR
SO
JR
JR
JR
SR
JR
SO
JR
JR
JR
SO
JR
SO
SR
JR
JR
JR
JR
JR
58
57
71
82
82
53.5
73.5
72.5
77.5
68
84
61
84
65.5
50.5
75.5
86
68.5
80.5
60
84
58
85.5
78
83
70
94
72
73
59
69
85
65
55.5
82
88
67.5
68.5
77
82
61.5
Department
(Question 28)
FI
RE
MU
RE
SI
MU
RE
MU
TH
MU
MU
FI
MU
WA
SI
RE
FI
TH
SI
SI
WA
FI
TH
FI
WA
FI
WA
TH
TH
TH
TH
WA
RE
WA
WA
RE
TH
TH
FI
RE
TH
FI
TH
IS26
EN26
EN26
EN25
EN25
EN25
EN28
EN25
EN26
EN25
EN28
EN25
EN25
EN25
EN25
EN25
EN25
EN25
EN26
EN26
EN25
EN28
IS26
EN25
EN26
EN25
EN26
EN25
EN25
EN25
EN26
EN28
EN25
EN26
EN25
EN25
MA27
EN25
EN25
EN26
EN26
UN31
EN26
SO
SO
SR
JR
JR
JR
SO
SO
JR
SO
JR
JR
SR
JR
JR
JR
JR
FR
SO
JR
JR
JR
SR
JR
SR
JR
JR
SO
JR
FR
JR
JR
SO
JR
SO
SR
SO
JR
JR
JR
JR
VI
JR
51
71.5
75.5
28.5
74
75
75
65.5
67.5
90.5
71
70.5
38.5
69.5
70.5
94
87.5
75.5
46.5
75
66
71
71.5
47.5
75
80
82.5
93.5
79
87.5
42.5
74.5
80.5
79.5
76
76.5
88.5
21
85.5
85.5
36
72
62.5
WA
MU
RE
RE
WA
MU
SI
SI
SI
WA
RE
MU
TH
FI
RE
WA
WA
MU
MU
MU
SI
SI
FI
RE
WA
SI
SI
WA
RE
MU
FI
RE
FI
SI
FI
SI
TH
SI
TH
WA
RE
RE
WA
EN26
EN26
BE26
EN25
CH35
EN26
IS26
EN28
EN28
EN25
CE25
EN26
IS26
CS26
EN26
MA33
EN25
EN25
EN26
EN25
EN26
EN25
EN25
EN28
EN25
MA33
EN25
IS26
EN25
MA33
EN26
MA33
EN25
ES28
EN26
EN25
EN26
EN25
CE25
EN25
EN25
EN26
EN26
FR
JR
SR
SO
SR
SO
JR
SO
JR
JR
JR
SO
SR
SR
JR
SO
JR
JR
SR
SO
JR
JR
JR
JR
JR
SO
JR
SR
JR
SR
JR
SR
SO
JR
SO
SR
JR
SO
SR
JR
JR
SR
JR
76
72
93
85.5
56
91.5
72
67.5
69
85.5
98
91.5
40
71
88
82.5
14
41
68.5
84.5
69
83
73.5
88.5
83.5
81.5
92.5
74
69.5
75
94
88.5
48.5
68.5
87
91
75.5
75.5
94.5
66.5
81.5
97.5
82
WA
WA
TH
RE
FI
MU
WA
TH
MU
MU
RE
FI
WA
WA
MU
TH
TH
WA
RE
SI
TH
TH
SI
RE
WA
TH
SI
WA
RE
TH
MU
TH
TH
SI
RE
MU
RE
RE
WA
RE
TH
WA
FI
BI35
BI33
EN25
EN28
EN25
EN26
EN25
IS26
EN26
CS26
EN26
MA33
EN25
EN25
EN28
EN25
EN26
UNSS
BI29
MA33
EN28
EN26
EN25
BI28
EC27
CS26
EN25
BI28
EN25
VA27
EN25
EN25
BE27
IS34
EN25
EN28
BI35
EN25
EN26
MC27
UN27
EN26
IS25
SO
SR
JR
JR
SR
JR
JR
SR
JR
JR
SO
SO
JR
JR
JR
JR
FR
SO
SR
JR
SR
JR
JR
JR
JR
SR
JR
JR
SR
JR
JR
JR
SR
JR
JR
JR
SR
SO
SR
SR
SO
SR
FR
88
90.5
56
88.5
54.5
55.5
78
47.5
67
60
98.5
95.5
46.5
86.5
69.5
77.5
80.5
75.5
86
78
57
64.5
69.5
80
66.1
71
78
85
73
21
70.5
90
41
82
52
77
85.5
76
60.5
90
56
75
64.5
MU
RE
SI
WA
FI
RE
TH
TH
TH
MU
TH
TH
FI
RE
FI
SI
TH
TH
MU
FI
RE
FI
FI
FI
MU
WA
SI
FI
SI
FI
SI
TH
MU
WA
FI
MU
WA
TH
SI
WA
MU
WA
WA
EN26
MC27
EN25
EN26
EN25
EN25
EN28
EN26
EN26
UN27
EN25
EN25
MA33
EN28
EN25
EN25
EN25
MA33
BI35
IS26
BI30
EN25
EN25
EN28
EN25
IS26
EN26
EN26
EN25
EN25
EN25
EN25
EN25
CS26
EN25
EN25
PC26
VA27
EN25
EN25
MC25
EN26
EN25
SO
SR
JR
SO
JR
JR
JR
JR
JR
JR
SO
JR
JR
JR
JR
SO
SR
JR
SO
JR
SR
JR
SR
JR
SO
SR
SO
SO
SO
SR
JR
JR
JR
SO
JR
JR
JR
SO
JR
SO
JR
JR
JR
97
84.5
67.5
90.5
47.5
88
70
60
74
88
74.5
45.5
69
72.5
41.5
83.5
85.5
85.5
79.5
60
94
54.5
35.5
97
80
71
82.5
88.5
77.5
37.5
80
88.5
58.5
91.5
42.5
55
83.5
60
54.5
90.5
74
78.5
67
MU
RE
MU
WA
TH
MU
RE
TH
MU
SI
MU
MU
MU
TH
FI
FI
SI
FI
RE
FI
SI
FI
TH
WA
FI
TH
SI
TH
SI
WA
SI
FI
RE
WA
WA
MU
TH
MU
GR
MU
WA
WA
SI
EN25
EN25
EN26
EN25
EN26
EN25
EN25
EN26
EN26
EN26
EN25
EN25
PS25
EN25
EN25
BI29
IS26
EN25
EN25
EN28
EN25
EN25
EN28
IS26
EN25
EN25
EN25
IS34
EN25
EN26
EN25
EN25
EN25
EN25
MC25
CS26
EN25
MA30
MA77
EN25
MC27
CS26
EC26
JR
JR
JR
JR
SR
JR
JR
JR
SO
SR
JR
SR
SR
JR
SR
SR
FR
SR
JR
SO
JR
SO
FR
SR
SO
JR
JR
SR
JR
SO
FR
JR
SR
SO
JR
JR
JR
JR
MA
SO
JR
SO
SR
63.5
59.5
76.5
67.5
78.5
70
67.5
86.5
15.5
64.5
75
86.5
91
66
68.5
89.5
43
50
72
85.5
68
27.5
81.5
75
90.5
59
74.5
54
73
85
77.5
53
30
84
96
54.5
72
89.5
86.5
91
88
95
96.5
RE
MU
TH
MU
MU
RE
FI
MU
RE
TH
WA
TH
TH
TH
SI
WA
TH
WA
MU
WA
SI
SI
TH
MU
FI
WA
TH
TH
MU
SI
RE
FI
MU
MU
SI
WA
TH
SI
MU
WA
TH
WA
WA
EN26
PC26
EN26
EN25
MU27
BI35
EN25
ES28
EN25
IN29
EN25
EN25
EN26
EN25
EN26
CG32
EN25
CS26
EN25
EN26
EN25
EN25
IS34
EN28
PC26
EN26
IS26
EN25
CS26
EN28
EN25
EN25
EN25
EN25
IS26
IS34
EN25
CS26
EN26
CS26
EN25
EN25
MA30
SO
JR
SR
JR
JR
SR
SR
SR
JR
SR
JR
JR
SR
JR
SR
SO
JR
JR
JR
JR
JR
JR
SO
SO
FR
FR
JR
SR
SR
SO
JR
SO
JR
JR
JR
JR
JR
JR
JR
SR
JR
JR
FR
89.5
95
88.5
67
46.5
83
56.5
76
44
72.5
48.5
67
78
70.5
70
90
61.5
64.5
69
50.5
49
57
82
73
75.5
77
70
79.5
89
55.5
61.5
47.5
61.5
89.5
87.5
52.5
62.5
74.5
90.5
87.5
76
73.5
97
MU
FI
RE
MU
FI
MU
TH
TH
RE
FI
FI
FI
WA
FI
MU
TH
FI
TH
MU
SI
RE
WA
RE
RE
FI
TH
TH
TH
RE
TH
SI
TH
SI
SI
WA
TH
RE
MU
FI
MU
WA
MU
FI
EN25
EN26
EN26
EN25
MA33
EN28
EN28
UN31
EN26
EN25
IS26
EN26
EN25
EN25
BI29
EN26
EN25
IS26
EN26
MA27
EN25
EN25
CE25
BI29
EN25
EN25
EN26
EN25
EN28
EN28
EN26
MA29
EN25
EN25
EN25
EN28
EN25
EN25
EN25
BI29
EN25
EN25
IS26
SR
JR
JR
JR
SO
SO
SO
VI
JR
JR
JR
JR
JR
SO
SR
SO
SR
SR
SO
FR
JR
JR
JR
JR
JR
JR
JR
JR
SR
JR
SO
FR
JR
SO
JR
SO
JR
SO
SR
JR
SO
JR
JR
55.5
88.5
65
82.5
86
98.5
51.5
82.5
74
69.5
83
65
90
72
59.5
98.5
88.5
77
83.5
80.5
65
50.1
100
63.5
89
56
82
76.5
86
72
58
63
52
86
87
86
63.5
43
44.5
24.5
100
56
79.5
MU
WA
MU
FI
WA
MU
TH
TH
WA
MU
WA
MU
SI
FI
MU
SI
TH
RE
SI
WA
RE
MU
MU
TH
TH
TH
RE
TH
FI
SI
MU
FI
FI
RE
WA
TH
RE
RE
SI
FI
WA
TH
TH
EN25
EN26
EN25
EN25
EN25
EN25
EN25
EN25
EN25
CE25
MA29
IS26
EN25
EN25
EN25
EN25
EN25
EN26
CG25
EN25
EN25
EN25
EN25
EN25
EN25
IS30
EN25
CH31
EN25
EN25
UN31
IS26
IS26
CS26
EN26
IS26
EN25
IS26
EN25
IS26
IS26
EN28
IS26
JR
JR
JR
JR
JR
JR
JR
JR
JR
SR
JR
JR
SO
JR
JR
SO
SR
JR
JR
JR
SR
JR
JR
JR
JR
SR
JR
SR
SO
SO
VI
FR
JR
SO
JR
SR
JR
SR
JR
SR
SR
JR
JR
72
77
88
86
66.5
70
68
64
61.5
85.5
70.5
77.5
79.5
38.5
35.5
80.5
81
65
88.5
72
75
71.5
80.5
70
89.5
53
95.5
54
89.5
69.5
64.5
72
88
84.5
50
61
33
55
89
54.5
65
90.5
58
WA
RE
TH
WA
SI
WA
MU
FI
FI
RE
WA
WA
TH
RE
FI
FI
MU
WA
WA
WA
SI
FI
TH
TH
MU
WA
FI
WA
WA
FI
WA
SI
MU
MU
MU
TH
FI
RE
SI
WA
TH
TH
FI
EN25
EC26
EN26
MA27
PS28
EN25
MA33
EN25
EN28
EN26
CH31
EN26
IS26
EN25
CH35
PS25
CS26
EN25
EN28
MC29
EN26
EN25
EN26
EN26
EN25
EN25
EN25
CS26
MA33
EN26
CS26
EN25
CS26
EN25
PS30
EN25
EN26
EN26
EN26
BI31
EC27
CS26
EN25
SR
JR
SR
SO
JR
JR
SR
JR
SO
JR
SR
SO
JR
SR
JR
JR
SR
JR
JR
JR
JR
JR
SR
JR
JR
SO
JR
JR
JR
JR
SO
JR
JR
SO
SO
SO
JR
SO
JR
SR
JR
SR
JR
56
40.5
66.5
87
78.5
70
97
76
67.5
89
77
84
52
62
77
64
73
41.5
75
94
57
94
78
68.5
71
72
69.5
80.5
92
66.5
98.5
72
87.5
90
82.5
50
77
45
63
84.5
61.5
83.5
71
TH
FI
FI
RE
WA
RE
FI
TH
TH
TH
TH
FI
TH
RE
MU
TH
FI
SI
TH
WA
MU
TH
TH
SI
WA
TH
WA
FI
WA
TH
TH
WA
MU
FI
TH
TH
RE
MU
TH
MU
SI
MU
SI
EN28
EN26
EN25
EN25
UN27
EN26
EN25
EN25
EN25
EN25
MA27
EN25
EN25
EN25
AN28
EN25
EN25
CE25
EN28
CH31
EN26
EN25
BI29
EN26
EN25
IS26
CS26
IS34
EN25
EN26
EN25
IS26
EN25
EN25
EN25
MA30
CH31
CH25
EN26
EN25
EN26
IS26
EN26
JR
SR
JR
JR
SO
JR
SO
JR
SO
JR
SO
JR
SR
SO
JR
JR
JR
JR
JR
SO
SO
JR
SR
JR
JR
JR
SR
SO
JR
SO
JR
JR
JR
JR
JR
JR
SR
SO
JR
SO
JR
JR
JR
76
55
93.5
75.5
92.5
55.5
86.5
85.5
97
90.5
92.5
41
63.5
78.5
77.5
61.5
95.5
87.5
94.5
91
87
58
83
82
60.5
57
95.5
71.5
62.5
74.5
83
80
88
67.5
80.5
96.5
87.5
67
66
78
51
84
69
FI
RE
MU
TH
RE
RE
WA
WA
SI
FI
TH
SI
WA
RE
RE
TH
FI
RE
WA
TH
MU
RE
SI
FI
SI
FI
FI
TH
MU
SI
TH
FI
RE
WA
SI
TH
WA
TH
MU
MU
MU
MU
WA
EN25
EN25
EN26
EN26
EN26
MA33
UN27
CS26
IS26
EN25
EN25
EN26
EN25
EN25
EN25
EN25
IS34
UN31
EN25
EN25
BI33
EN25
EN25
EN26
EN26
EN25
EN25
EN25
PS30
EN25
PS28
IS34
EN25
DS25
EN25
SO32
EN26
EN25
EN25
EN25
EN25
EN25
EN26
JR
JR
SR
SO
JR
JR
SO
SR
JR
SO
JR
JR
SR
JR
SO
SO
JR
VI
JR
JR
JR
SO
SO
SO
SR
JR
JR
JR
JR
JR
SR
JR
SR
SO
SR
FR
JR
SR
JR
JR
JR
SR
SO
62
69.5
52
95
86
58.5
94
89
58.5
78
68.5
75
31.5
75
76
93
100
78.5
45.5
47.5
83.5
37.5
89.5
83
74.5
55
68
81
83
66.5
83.5
64
72
73
65
83.5
78.5
59.5
45
68
67
78
73.5
MU
FI
SI
FI
WA
SI
MU
WA
RE
MU
RE
MU
FI
WA
SI
SI
TH
WA
TH
MU
FI
MU
FI
MU
MU
TH
WA
FI
MU
WA
FI
TH
FI
SI
WA
FI
FI
MU
MU
RE
TH
TH
SI
EN25
IS26
EN28
IS26
EN25
EN25
CS26
CE25
EN28
IS26
IS26
EN25
EN25
IS26
EN25
EN26
JA25
EN25
EN25
EN25
MA33
EN25
EN25
EN26
EN25
EN25
EN25
EN25
EN25
EN25
EN25
EN26
IS26
EN25
EN26
EN26
EN25
EN25
CE25
EN25
EN25
EN26
EN25
SO
SR
SO
SO
JR
SO
JR
JR
JR
JR
SR
JR
JR
JR
JR
JR
SO
JR
SR
SO
SO
JR
SR
SO
JR
JR
SO
JR
JR
JR
JR
JR
SR
JR
JR
SO
SR
SO
SR
JR
SO
SR
JR
49.5
76
94
73.5
91.5
64
93
77
67.5
84
66
76
67
77.5
96
63
81.5
54
78
73.5
94.5
47.5
70.5
72.5
57
57.5
69.5
56
62
51.5
47.5
81
58.5
81.5
54
60
45.5
50
82.5
60
86.5
68
41
WA
RE
WA
WA
TH
MU
SI
FI
SI
WA
TH
SI
WA
TH
TH
MU
SI
SI
SI
TH
SI
WA
SI
MU
SI
TH
RE
RE
FI
SI
WA
FI
FI
MU
MU
WA
TH
TH
TH
WA
TH
WA
WA
CS26
EN28
MA35
CS26
EN25
EN25
EN25
EN25
IS34
EN25
PC35
EN28
EN25
IS34
EN28
HD01
EN25
EN26
EN25
EN26
EN28
EN26
EN25
PS30
EN28
EN25
EN28
IS26
EN25
PS28
EN25
EN26
EN25
EN25
IS26
EN25
EN26
EN25
EN26
BI29
EN25
EN28
MA30
SR
SO
JR
SR
SR
JR
JR
SO
SO
JR
SO
SO
JR
SR
SO
SO
JR
SR
JR
JR
JR
SR
JR
JR
SO
SR
JR
SR
JR
SR
JR
JR
SO
SO
SO
FR
SO
JR
JR
SR
JR
JR
JR
41
85
83.5
65.5
59.5
64
83
68
78.5
92
75.5
88.5
56
72.5
97.5
97.5
60.5
84.5
75.5
77
94.5
67.5
74.5
79
96
52
85
94
51
74.5
70.5
78.5
80
53.5
52
48.5
60
58
76.5
86
82
55.5
73
TH
WA
WA
WA
MU
MU
SI
SI
TH
MU
TH
MU
SI
TH
FI
FI
FI
FI
MU
MU
FI
SI
TH
SI
FI
MU
TH
WA
FI
WA
WA
SI
RE
SI
TH
SI
FI
FI
TH
MU
RE
SI
TH
EN28
EN26
BI35
EN25
EN25
EN25
EN26
EN25
EN25
EN26
EN25
EN25
MC25
EN25
EN25
IS26
EN25
EN28
EN26
EN25
EN25
EN25
MA30
EN25
EN25
CG29
PC26
CG25
EN25
EN25
CE25
EN25
BI29
EN28
IS26
MA33
EN26
EN25
EN25
UN27
EN25
EN28
EN25
JR
JR
SR
JR
JR
SR
SO
JR
JR
JR
SO
JR
SR
JR
SO
JR
SO
JR
JR
JR
JR
SR
JR
JR
SR
SR
SR
JR
JR
SO
SR
JR
SR
JR
SR
JR
JR
JR
JR
SO
JR
SO
JR
85.5
72.5
76
74
66.5
64.5
47
69.5
58.5
76.5
98.5
91
90.5
49.5
79
63.5
77.5
87
83
56
47.5
93
69
72
78.5
85
54
81.5
72.5
79.5
91.5
70
86
66.5
34.5
75
56.5
63
51.5
98
52
81
50
MU
WA
TH
WA
FI
RE
SI
TH
WA
TH
MU
WA
WA
SI
FI
WA
RE
RE
FI
SI
WA
WA
MU
RE
WA
TH
FI
RE
MU
RE
TH
TH
TH
TH
SI
SI
SI
FI
WA
RE
FI
RE
TH
MA33
EN25
EN26
UN27
EN26
EN25
EN25
EN26
MA33
EN26
EN25
CS26
EN28
IS26
EN28
CS26
MA30
EN25
EN28
EN25
BE28
EN26
EN25
EN25
CS26
EN25
EN26
IS26
EN26
EN25
IS30
EN25
EN25
EN28
EN25
EN25
MA33
IS26
BI34
PC26
CS26
IS26
EN28
JR
SO
JR
FR
SR
SR
SO
JR
JR
JR
JR
SR
JR
SR
SO
SR
JR
SR
JR
SO
SR
SO
JR
SO
SR
JR
JR
JR
JR
JR
SR
JR
JR
JR
JR
SO
JR
JR
SR
JR
SR
SR
JR
83
78
73
92.5
72.5
94.5
63
85.5
69.5
83.5
68.5
92.5
98.5
69
82
90
95.5
67.5
91.5
77
94.5
67
74.5
92.5
79.5
74.5
52
76.5
93
62.5
86
62.5
77.5
92
73.5
33
93.5
84
42
81
81
42.5
84
FI
TH
MU
SI
RE
WA
RE
TH
MU
WA
MU
FI
MU
TH
SI
WA
MU
RE
RE
RE
FI
MU
WA
RE
TH
WA
MU
TH
FI
FI
MU
SI
WA
TH
FI
WA
WA
RE
MU
TH
RE
SI
MU
EN25
EN25
EN26
MC27
EN26
EN26
UNSS
MA30
EN25
EN26
EN25
EN26
EN25
EN25
IS26
CS26
EN26
EN25
EN26
EN26
EN25
EN25
EN26
EN25
LT36
CS26
EN25
EN25
EN25
IS26
EN25
EN26
EN25
BI29
PS28
EN26
MC25
EN25
EN25
IS26
BI35
EN25
EN25
SO
JR
JR
SR
SR
SR
SO
JR
JR
JR
JR
JR
SR
JR
SR
JR
FR
SO
SO
SO
SR
SO
SO
SR
SR
SR
JR
JR
JR
SR
JR
JR
SR
SR
SR
SO
SR
SO
SO
FR
SR
JR
JR
76
44
54.5
88.5
76
69.5
92
78
66
75
98.5
82.5
83.5
73
78.5
86
89.5
57.5
81.5
81
44.5
83
83.5
83.5
62.5
87
63
84
82.5
67
82
54.5
72.5
81.5
81
66.5
69
79
77.5
52
75.5
70.5
57
TH
MU
WA
WA
MU
RE
FI
WA
MU
WA
TH
WA
FI
TH
FI
SI
SI
FI
TH
WA
SI
FI
MU
FI
FI
RE
TH
TH
RE
WA
WA
SI
WA
TH
TH
TH
FI
MU
WA
WA
SI
SI
MU
EN25
EN25
EN25
EN25
EN25
EN25
EN25
MA30
MA30
CG33
EN25
EN26
VA29
EN28
EN28
EN26
EN25
BI32
EN25
CS26
EN25
EN26
EN26
EN25
UN31
CE25
EN25
EN28
EN28
HI25
EN25
EN28
EN25
EN25
EN26
DS25
CG32
IS26
EN26
EN26
SE27
EN25
PC26
JR
SR
SR
SO
SO
SR
JR
SO
SO
JR
SO
JR
JR
SR
JR
SR
JR
SR
JR
SR
JR
JR
JR
JR
VI
SR
JR
JR
JR
FR
JR
JR
JR
SO
SO
JR
SO
JR
SO
SO
JR
SO
SO
74
66
49.5
81
69
67
74.5
94.5
91.5
17.5
87.5
53.5
78.5
80
57.5
52
75
96.5
82
72
30.5
69
58.5
57.5
76
95.5
73.5
88.5
94.5
68
80
87.5
81
86
94
95.5
78.5
71.5
72.5
85
79
66
86
SI
FI
FI
TH
MU
WA
SI
TH
MU
SI
MU
SI
FI
TH
SI
TH
FI
MU
TH
FI
TH
WA
MU
SI
TH
MU
SI
FI
SI
TH
RE
WA
TH
RE
SI
TH
WA
MU
TH
WA
FI
SI
WA
EN25
MC27
EN28
EN25
EN25
CS26
EN26
EN26
UN31
PC26
DS25
EN25
EN25
EN25
EN26
EN26
EN25
EN25
EN26
EN26
PC26
CH35
EN25
EN25
EN25
PC26
EN25
EN25
EN26
CS26
CH31
CS26
EN25
EN26
CM26
EN26
EN25
MA33
UN31
EN26
EN25
EN25
EN25
SR
JR
JR
JR
JR
JR
SO
JR
VI
SO
JR
SR
JR
JR
SO
SR
SO
SO
FR
SO
SO
SO
JR
SO
JR
SR
JR
JR
FR
JR
FR
SO
SR
JR
SR
JR
SO
SO
VI
FR
SR
JR
SR
67.5
69.5
65.5
87.5
56.5
82
78
60.5
96
91.5
89
62.5
49
63.5
70
61.5
89.5
85.5
83
43
78.5
65
81
60
60
85
79.5
50.5
76
81
94.5
94.5
72.5
83.5
53.5
59
94
98.5
78.5
76
53.5
60.5
63
SI
MU
TH
TH
WA
MU
SI
FI
WA
WA
MU
MU
WA
WA
WA
SI
MU
TH
RE
MU
TH
MU
RE
TH
SI
MU
MU
FI
MU
RE
WA
MU
MU
TH
SI
TH
SI
TH
FI
WA
TH
WA
FI
EN25
EN25
PS25
EN25
EN25
EN25
EN25
EN25
EN25
EN25
EN26
EN28
PS31
EN25
EN26
EN25
EN25
CM26
DS25
ES28
EN28
EN28
BI29
EN25
PC26
EN25
IS26
UN27
EN25
EN26
EN26
EN25
EN25
EN25
EN25
EN25
MA33
EN25
EN25
PS31
EN26
CH31
EN25
SR
JR
JR
SR
JR
JR
SO
FR
SR
SR
SO
JR
JR
JR
SO
JR
SO
FR
SO
SR
JR
SR
JR
JR
SR
JR
JR
JR
JR
SO
JR
SR
JR
SO
JR
SR
SO
JR
SO
JR
JR
SO
JR
68
76
79.5
65.5
72
66.5
67.5
69.5
46.5
56
86
64
70.5
67
53
55
53
78.5
76.5
67.5
60
76
51
69
84
80.5
62.5
63.5
49
78.5
73.5
62.5
57.5
64.5
32
68.5
79
84
74.5
49
67.5
91.5
67
RE
TH
TH
MU
SI
RE
FI
TH
MU
RE
FI
RE
SI
SI
RE
SI
FI
TH
WA
MU
MU
WA
SI
RE
TH
RE
FI
TH
WA
WA
WA
FI
FI
TH
WA
TH
SI
SI
TH
FI
WA
SI
TH
EN25
EN26
EN25
CS26
EN25
CS26
MA33
EN26
PS30
BI33
EN25
MA29
IS26
EN25
IS26
MA33
EN25
EN25
EN28
EN25
PC26
MA33
EN25
MA30
CH35
EN25
EN25
EN26
EN26
EN25
BE25
EN25
EN25
EN26
EN25
EN26
EN26
EN25
EN25
EN26
BI34
EN25
EN25
JR
JR
SO
SR
JR
SO
JR
SO
SR
SR
JR
SO
JR
JR
JR
JR
JR
SO
JR
JR
SO
JR
JR
JR
SO
JR
JR
JR
JR
SO
SR
SO
JR
SO
SO
SR
JR
JR
JR
JR
SR
SO
JR
76.5
61.5
84.5
41
92.5
99
83
79
69
70
81.5
79
80.5
82
73
91
69.5
49.5
79.5
73
73.5
52
67.5
87.5
81
55
34
75
67
73
69.5
67
60
63.5
67.5
75.5
92
80
42
67.5
74.5
69
71
MU
FI
WA
MU
SI
FI
SI
MU
WA
WA
TH
TH
SI
TH
WA
RE
WA
RE
WA
RE
FI
TH
TH
MU
WA
MU
WA
FI
WA
MU
TH
WA
TH
RE
RE
TH
SI
WA
RE
FI
RE
RE
TH
CS26
EN26
EN28
SE27
EN25
EN26
EN25
EN25
CS26
CS25
EN28
EN25
EN25
EN25
EN25
EN25
MA30
IS34
CE25
EN25
EN25
EN25
EN26
EN25
EN26
TH26
EN26
EN25
BI32
EN25
EN25
IS26
ES28
EN25
UNPS
MA33
EN25
EN25
BI29
EN25
EN26
BI31
EN26
JR
JR
JR
JR
JR
SO
SO
JR
JR
SR
JR
JR
JR
JR
JR
JR
SO
JR
JR
SR
SR
SR
SO
JR
SO
JR
SO
JR
SR
JR
JR
SR
SR
JR
JR
SO
JR
FR
SR
JR
SO
JR
JR
58
74
92.5
84.5
66
58.5
84
87.5
88.5
76
87.5
43.5
75.5
58.5
63.5
80
96.5
23
69
52.5
72.5
69.5
78
78.5
72
96
93
72.5
89.5
40
69
49
68.5
80
80
76
93
67.5
85
88
52
71
71.5
FI
SI
RE
RE
RE
TH
WA
FI
WA
WA
RE
SI
MU
WA
MU
SI
TH
WA
SI
MU
TH
TH
RE
MU
TH
WA
SI
MU
TH
FI
WA
MU
MU
TH
RE
MU
RE
TH
TH
MU
WA
FI
RE
BE27
VA28
EN26
EN26
EN25
MA33
EN25
EN25
PS28
MC27
EN25
EN25
EN25
EN25
IS30
EN28
EN25
MC27
UN31
EN26
EN25
EN25
EN26
EN28
EN26
EN28
EN25
EN25
EN25
EN28
EN25
EN25
UNPS
IS26
MA33
EN26
EN25
EN25
CS26
EN25
CE25
EN25
IS26
SR
JR
SO
SR
FR
SO
SR
SO
JR
SR
SO
JR
JR
JR
SR
SO
JR
SR
VI
JR
SO
SR
JR
JR
SO
SO
JR
JR
SR
JR
SO
JR
FR
JR
JR
JR
SO
SO
SR
JR
SR
FR
SR
91
74.5
36
85
70.5
97
76.5
88
43.5
43.5
86.5
75.5
39
64
94.5
75.5
56
82.5
89.5
66
70.5
78
62
95.5
80.5
94
57
56.5
77
76.5
79
40.5
62
84.5
86
73.5
64.5
38
74.5
52.5
77
57.5
73.5
TH
SI
FI
WA
WA
RE
RE
WA
SI
FI
MU
SI
TH
WA
WA
MU
FI
WA
WA
MU
WA
FI
MU
FI
SI
WA
TH
MU
RE
WA
MU
SI
FI
TH
TH
RE
RE
FI
FI
WA
WA
TH
MU
EN25
EN26
ES25
BI35
IS34
BI35
EN25
MA30
EN25
EN25
EN25
EN25
FP25
MA27
UNPS
EN28
UN46
MA30
MA33
EN25
MC27
EN25
MA33
EN26
EN28
UN27
EN25
IS26
EN25
BI35
EN25
EN25
EN28
EN25
EN25
EN26
IS26
EN25
EN25
EN25
MA33
EN26
EN25
SR
JR
SR
SR
JR
JR
SO
SO
JR
SR
JR
SR
SR
FR
SO
JR
VI
FR
SO
SO
JR
SR
SO
JR
SO
SO
JR
JR
SO
SR
JR
JR
JR
JR
SO
JR
JR
JR
JR
SO
SO
JR
SR
84
85.5
61.5
86.5
58.5
71
73.5
93
84.5
70.5
87.5
70
82
78
94
79.75
64
92.5
94
87
89
64.5
78
35.5
95.5
69.5
41.5
54
87
76.5
100
45
62.5
73
68.5
79.5
72
60.5
79
81.5
44.5
66
52.5
FI
WA
TH
FI
RE
FI
FI
TH
TH
TH
FI
FI
TH
SI
SI
TH
MU
MU
FI
FI
MU
WA
FI
FI
WA
TH
TH
FI
SI
TH
WA
FI
TH
WA
FI
FI
MU
MU
SI
WA
TH
SI
WA
EN25
MA33
EN25
PS28
EN26
IS30
IS26
EN25
EN26
EN25
EN26
IS31
EN25
EN25
EN25
MA27
EN25
EN25
EN26
EN25
EN25
EN26
EN25
EN25
EN25
EN28
EN25
EN26
EN25
PY29
EN26
EN25
EN26
BE27
EN26
EN25
EN25
BI29
CG25
MA30
EN28
EN28
EN25
JR
JR
JR
SR
JR
SR
JR
JR
SR
JR
SR
JR
SO
SO
JR
SO
JR
JR
SO
JR
JR
JR
SO
SR
SR
SO
JR
JR
JR
SR
JR
SO
JR
JR
SO
SO
JR
SR
JR
SO
SR
JR
JR
78.5
74.5
61
61.5
77.5
82.5
62
69
61
92
41.5
79
97.5
92
61.5
97
78
72
71.5
70.5
60.5
70.5
78.5
50.5
36
91.5
27
57.5
55
97
80.5
53
48.5
82
76
62.5
63
97.5
61
90
95.5
79
42
TH
TH
RE
TH
TH
WA
RE
RE
SI
MU
WA
SI
MU
MU
RE
TH
FI
TH
RE
TH
MU
RE
WA
WA
SI
RE
FI
WA
SI
WA
FI
WA
TH
TH
MU
TH
SI
MU
MU
RE
RE
FI
MU
EN28
EN25
EN25
EN25
EN25
MC25
EN26
CS26
PC26
EN25
EN25
EN26
CS26
EN25
EN25
CE25
PS25
EN25
CH31
EN25
EN25
EN25
EN25
EN25
EN25
EN25
EN26
EN25
IS26
CS26
EN25
EN26
EN26
EN25
EN25
EN25
EN26
EN28
IS34
EN25
EN25
EN26
EN26
JR
JR
SR
SR
SO
SR
JR
JR
JR
SR
JR
JR
JR
JR
JR
FR
SR
JR
SR
JR
JR
SR
SO
SR
SR
JR
SR
JR
JR
SR
SR
JR
JR
JR
SO
JR
SO
SO
SO
SO
JR
SO
JR
92.5
71
71
37.5
75
83.5
50.5
69.5
91.5
84.5
80
72.5
90.5
51.5
49
71.5
89
70.5
72
89.5
85.5
60
94
32
56.5
37
62
78.5
68.5
87.5
69
43
74
88
73.5
46.5
72.5
59.5
98.5
82
75
85.5
48
MU
RE
WA
SI
FI
WA
FI
FI
RE
MU
RE
WA
WA
WA
MU
MU
FI
SI
SI
FI
TH
FI
MU
WA
SI
TH
RE
FI
WA
WA
TH
MU
TH
MU
MU
TH
WA
TH
TH
FI
RE
WA
WA
EN25
EN26
BI29
MA33
IS26
EN26
EN25
EC37
EN25
BE27
CE25
EN25
CH34
EN25
MA33
IS34
EN25
EN25
IS26
EN25
EN25
EN25
EN25
EN26
EN25
EN25
BI29
EN25
CS26
MA33
EN25
BI31
EN25
EN25
EN25
EN25
EN28
MA33
EN28
EN25
CN25
EN26
EN25
JR
JR
JR
JR
FR
SO
JR
JR
JR
SR
FR
SO
SR
SR
SR
SO
SR
JR
JR
JR
JR
SO
JR
SO
SO
JR
JR
JR
SO
SO
SO
SR
JR
SO
JR
JR
SO
SR
JR
SR
SO
SR
JR
85
42.5
67.5
76
57.5
80
60.5
97
46.5
87
89.5
80.5
92
80
68.5
48
88
66
52
34.5
65.5
68.5
59.5
58.5
42
78.5
93
76.5
73
87.5
54.5
83.5
72
80.5
32.5
70.5
72.5
72
76
36.5
85.5
60.5
63.5
MU
FI
TH
RE
RE
WA
FI
TH
WA
MU
TH
SI
SI
MU
FI
WA
TH
WA
WA
RE
TH
TH
MU
SI
WA
SI
MU
MU
MU
FI
SI
FI
SI
RE
FI
MU
TH
SI
TH
MU
MU
MU
TH
EN26
EN26
EN25
EN26
CE25
UN27
CS26
EN25
EN25
EN28
EN25
IS26
EN28
EN25
EN26
IS26
EN26
BE27
EN25
VA29
EN25
EN25
EN26
EN25
CS28
EN25
EN25
CS26
EN25
EN25
IS26
EN26
EN25
IS26
CS25
EN25
CS26
EC27
EN25
EN25
BI35
EN25
EN26
SR
JR
JR
JR
JR
SO
SR
JR
JR
JR
JR
SO
SO
JR
SR
SR
JR
SR
SR
SO
SO
JR
JR
SO
SO
JR
SO
JR
SO
JR
JR
SO
JR
JR
JR
JR
JR
JR
JR
SR
SR
JR
JR
94
64
53
67.5
81.5
58.5
85
53
15
64.5
74
62
81.5
65.5
60
68.5
53
93.5
79.5
67
88
14.5
63
58.5
83
72.5
78.5
85.5
69
88.5
87.5
81.5
24
57.5
97.5
97
57.5
50
60.5
49
97
67
80.5
TH
RE
WA
WA
SI
FI
FI
MU
TH
WA
SI
RE
TH
TH
TH
WA
TH
RE
WA
SI
TH
TH
TH
RE
MU
TH
MU
TH
WA
SI
SI
RE
RE
TH
RE
RE
MU
TH
SI
SI
RE
TH
WA
EN25
EN25
EN26
EN25
EN25
EN25
EN26
EN26
EN25
MA30
EN28
EN26
UN27
MA33
EN28
EN25
MA33
BI29
CS26
EN25
EN25
EN25
EN25
EN25
SE27
EN25
EN25
EN25
IS26
PS26
EN26
CH31
EN25
EN25
EN25
EN25
EN26
EN25
CS26
EN26
EN25
UN31
IS26
JR
SO
JR
SO
JR
SR
JR
JR
JR
SO
JR
SO
SO
SO
JR
JR
FR
SR
SO
JR
SR
JR
JR
JR
JR
SO
JR
FR
SR
FR
JR
SO
JR
SO
JR
JR
SO
SR
JR
FR
JR
VI
JR
88
82
77.5
61.5
78
89
72
100
82
85.5
63.5
69
91
90.5
88.5
83.5
31.5
66
81
99
51.5
86.5
95.5
70.5
85.5
37
83
66
83.5
72
36
92
75.5
76.5
60.5
69
58
84
92.5
92
78.5
91
63.5
TH
MU
RE
MU
MU
TH
TH
RE
MU
SI
TH
SI
MU
TH
TH
SI
MU
MU
RE
SI
FI
FI
RE
MU
RE
MU
SI
RE
FI
RE
SI
MU
MU
FI
FI
SI
RE
FI
SI
TH
WA
TH
MU
EN28
EN26
MA33
EN25
PS25
EN25
EN28
MA33
EN25
IS34
EN25
EN26
EN25
EN26
EN25
EN26
CN25
EN25
MA33
IS34
EN25
EN25
EN28
EN25
EN25
EN26
EN26
EN25
EN25
EN26
EN25
EN26
EN25
EN25
EN25
EN26
EN25
EN25
EN26
EN26
EN28
EN25
EN25
SO
SO
SO
JR
JR
SO
FR
JR
JR
SR
SO
SO
SO
SO
JR
FR
JR
JR
JR
SO
SO
SR
JR
JR
JR
JR
SR
JR
JR
JR
JR
JR
SO
SO
SR
JR
JR
SR
JR
SR
SO
JR
JR
72
83.5
85
59.5
72
54.5
79.5
72
73
55.5
81.5
81.5
52
64.5
72.5
90
39.5
24
82
55
25.5
61
86
63
86.5
89
56.5
69
78.5
84
74
66.5
26.5
68
65
76.5
76
81.5
66
90.5
93
61.5
89
WA
TH
TH
TH
WA
RE
FI
TH
WA
RE
MU
FI
WA
SI
FI
SI
MU
FI
WA
WA
TH
FI
WA
WA
TH
MU
RE
TH
FI
TH
FI
TH
RE
WA
FI
TH
FI
WA
TH
SI
MU
TH
RE
EN25
EN25
EN25
EN25
EN26
EN26
EN25
EN25
EN25
EN25
EN25
EN25
CM26
EN25
EN25
EN26
EN26
PC26
CH25
EN25
EN26
EN25
IS26
EN25
VA29
PC26
UN31
EN26
EN25
EN25
EN28
IS26
EN25
EN25
EN25
EN25
EN25
BI32
EN25
EN28
EN26
MC27
EN25
JR
JR
JR
JR
FR
SR
JR
JR
JR
SO
SR
JR
FR
JR
SR
JR
JR
JR
JR
JR
SO
JR
SR
JR
SR
JR
VI
JR
JR
JR
JR
JR
SR
JR
JR
JR
SR
FR
JR
SR
SR
SR
JR
82.5
83
57
65
39.5
64
82
76
84
75
72.5
34.5
87.5
79
49
71.5
66.5
91
76
52
87.5
69.5
73
59.5
79.5
77
81
88.5
47.5
63
51.5
72
82
54
70
56
23.5
76
26.5
64.5
86.5
68
87.5
SI
MU
FI
TH
WA
RE
FI
RE
SI
SI
WA
FI
WA
TH
FI
FI
WA
WA
MU
WA
SI
SI
SI
TH
SI
SI
TH
SI
FI
WA
MU
WA
TH
MU
SI
FI
IR
SI
SI
TH
MU
MU
SI
EN26
EN25
PS28
EN25
CS26
EN25
MA33
EN25
BI33
IS34
EN25
EN26
EN26
EN25
UN27
IS26
PL25
EN25
CH35
EN25
EN25
CE25
EN25
EN25
CS26
EN25
BI29
IS26
EN26
IS26
EN25
EN25
IS26
EN26
EN28
EN26
IR76
EN25
EN28
EN25
EN25
EN25
EN26
JR
FR
SO
JR
SO
SR
SO
SO
JR
SO
JR
SO
JR
JR
SO
SR
SR
SO
SR
SR
JR
SR
JR
SR
SR
JR
SR
JR
JR
SR
JR
JR
SR
SR
JR
SR
MA
JR
SO
JR
JR
SO
JR
72
77
77
91
92.5
59.5
89
54.5
91
63.5
88.5
53
49
21.5
64.5
75.5
83
85.5
80
60.5
38
84.5
86
65.5
90
92
98.5
69
82.5
74
50
83.5
78.5
42
68.5
40
56.5
55.5
67.5
94
81
67
63.5
FI
RE
WA
TH
MU
TH
WA
SI
WA
WA
WA
TH
MU
RE
FI
RE
RE
SI
RE
RE
RE
FI
SI
SI
WA
SI
MU
SI
FI
MU
SI
WA
RE
TH
TH
MU
SI
MU
TH
MU
TH
FI
SI
EN25
IS26
EN25
EN26
MC27
EN28
BI29
IS26
CS26
CS26
EN25
EN26
IS26
EN26
EN26
BI29
EN26
EN25
EN26
EN26
EN25
EN25
EN26
EN28
CS26
IS26
EN25
EN25
FP25
UNSS
EN26
IS26
EN25
EN26
CM26
EN25
EN28
EN25
EN26
EN25
EN25
EN25
EN26
JR
JR
JR
JR
JR
SO
SR
JR
SO
JR
JR
JR
SR
JR
JR
SR
SO
SR
SO
JR
JR
SO
JR
JR
JR
FR
JR
JR
SR
SO
JR
JR
JR
JR
SR
SO
JR
JR
SO
SO
JR
JR
FR
76
68
58.5
57.5
75
84.5
86.5
48.5
91.5
49.5
72.5
50.5
79
72.5
67.5
85
91
31.5
90.5
55
78.5
54
59
75.5
86.5
74.5
78.5
80.5
89
37.5
78.5
39
60
91.5
37
66.5
71.5
81.5
73
87.5
34
38
57.5
TH
MU
TH
WA
WA
RE
TH
FI
FI
TH
RE
RE
TH
TH
SI
TH
TH
WA
WA
RE
WA
RE
MU
SI
TH
SI
FI
WA
TH
WA
SI
MU
TH
FI
TH
WA
MU
TH
WA
RE
MU
WA
WA
EN25
EN26
EN25
EN28
EN26
EN25
EN26
PS30
EN25
MA33
PS30
EN26
EN25
CE25
EN25
EN25
EN25
EN28
EN25
EN26
CS26
EN25
EN25
CS26
EN26
EN25
IS26
EN25
EN26
EC27
EN26
EN25
EN25
IS26
EN25
CS26
MA30
MA30
EN26
EN26
EN25
EN25
EN26
JR
JR
JR
SO
JR
SR
JR
SR
JR
SO
JR
JR
JR
FR
JR
JR
JR
SO
SR
SO
SR
SR
JR
JR
JR
SO
FR
JR
SO
FR
SO
SR
JR
SO
SO
SR
FR
JR
JR
JR
JR
JR
JR
71.5
80
75.5
70
24
42
63.5
92
86
74
86.5
62.5
68.5
83
66
73.5
65.5
95
21.5
89.5
55.5
71
71
65.5
78
63
65.5
87
70.5
54
97
76.5
60
82.5
67.5
70
92.5
66
82.5
71.5
59.5
49
69.5
WA
TH
RE
TH
WA
WA
SI
RE
FI
MU
FI
RE
FI
FI
WA
RE
WA
MU
SI
TH
WA
FI
RE
SI
TH
MU
MU
FI
RE
WA
MU
WA
SI
TH
SI
FI
TH
TH
SI
FI
RE
FI
TH
EN25
EN25
EN26
CE25
EN26
US26
EN26
EN25
EN26
EN26
EN25
BI29
EN25
EN25
EN26
EN26
EN25
EN25
EN25
EN25
EN25
IS26
EN26
EN25
EN26
EN25
EN28
EN26
EN26
EN26
BE25
CS26
EN26
EN25
IS26
EN26
EN26
EN26
EN25
EN25
CE25
ES26
EN26
SR
SO
SR
JR
JR
FR
SO
JR
JR
SO
JR
SR
JR
SO
JR
SO
JR
SO
SO
SR
JR
SR
SO
JR
JR
JR
JR
JR
SO
JR
SR
JR
JR
JR
FR
JR
JR
SO
JR
JR
SR
SR
JR
43
89.5
63
60
83.5
92.5
68
79
93
73
79.5
55
49
76
67.5
88.5
76.5
81
85.5
50.5
63
40.5
66.5
53.5
59
57.5
82.5
58.5
63
39
73.5
100
69
69.5
50
55
78.5
81
75.5
85
37.5
84
63.5
MU
TH
TH
WA
FI
SI
MU
SI
RE
SI
FI
FI
MU
RE
SI
SI
WA
WA
WA
RE
TH
TH
MU
SI
MU
SI
MU
WA
TH
FI
WA
MU
WA
TH
FI
RE
FI
FI
FI
RE
TH
FI
SI
CH31
EN26
EN25
EN25
MA30
EN25
PL25
MA33
IS26
MA33
BI29
EN25
EN25
EN26
EN25
EN26
EN25
EN25
EN26
MA30
EN26
EN25
EN25
EN25
EN25
EN25
EN25
EN26
PC26
EN25
CS26
EN26
EN26
EN26
EN25
EN25
EN25
IS26
EN26
EN25
EN26
EN25
EN28
FR
JR
JR
JR
SR
SO
JR
JR
SR
JR
SR
JR
JR
JR
JR
JR
JR
JR
SO
SR
SO
FR
SR
SR
SR
JR
JR
SO
SR
SO
JR
JR
JR
SO
JR
SO
JR
SR
SO
SO
JR
JR
JR
92
88
63
59.5
96.5
59.5
83.5
43
53
84
70
54
67
76
83.5
69
64
52.5
97
69.5
85
81
83.5
53
49.5
89
62.5
74
91.5
72
94.5
85.5
54
91
90
81
65
59
58.5
93
52
84
93
SI
TH
TH
FI
TH
WA
MU
MU
SI
SI
WA
WA
WA
MU
WA
TH
MU
TH
RE
RE
TH
FI
TH
WA
SI
WA
RE
TH
WA
FI
TH
WA
WA
RE
SI
SI
RE
MU
TH
FI
MU
TH
FI
EN26
EN25
EN25
EN26
EN26
EN25
EN25
PS31
EN25
PS29
EN25
EN25
EN26
EN26
ES27
EN25
EN25
EN25
EN26
EN26
EN26
EN25
EN26
BI29
EN25
EN25
EN26
CM26
EN26
EN25
EN28
EN26
EN26
UNPS
EN26
CS26
EN25
EN25
EN25
IS26
DS25
EN25
EN26
JR
SO
SO
JR
JR
JR
JR
JR
JR
JR
SR
JR
JR
SO
SR
JR
JR
JR
JR
SO
FR
SO
SO
SO
JR
JR
JR
SR
JR
JR
JR
JR
SO
SO
JR
JR
JR
SO
JR
JR
JR
SR
JR
25
79.5
70.5
85.5
46
55
83.5
55
49.5
69
44.5
83
44
75.5
86
79
69.5
75.5
63.5
88.5
60
72.5
72
93
67.5
66
43.5
85.5
69
51.5
65
84.5
68
71
92.5
87.5
60.5
67
80.5
91
77.5
82
80.5
RE
WA
MU
MU
MU
RE
MU
RE
TH
MU
WA
SI
FI
WA
FI
SI
MU
MU
WA
SI
MU
FI
MU
FI
FI
FI
MU
SI
WA
TH
SI
TH
RE
MU
SI
RE
TH
SI
MU
WA
MU
FI
GR
MA30
EN26
EN28
EN25
EN25
CS25
IS26
EN25
EN25
EN25
EN25
EN26
EN26
CS26
EN26
PY29
MC27
EN26
EN25
EN25
EN25
EN25
EN25
EN26
EN28
EN28
EN25
EN25
EN28
EN25
EN25
EN26
CE25
MA35
EN25
MC27
EN26
EN25
EN26
EN28
EN26
EN25
CH75
SO
JR
JR
JR
JR
JR
FR
SR
JR
JR
JR
JR
SO
SR
JR
JR
SR
SO
JR
FR
SO
JR
JR
JR
SR
JR
JR
JR
JR
JR
JR
SR
SR
SO
JR
SR
SO
JR
JR
SO
JR
SO
MA
79
40
65
87
56.5
74
71.5
78.5
92
66.5
53.5
72
72
83
89
89.5
84
78.5
65
78
90.5
72.5
85.5
79.5
76
75.5
55
55.5
67.5
80.5
52.5
64
79
92
72.5
78.5
65.5
91
64
92.5
60.5
89.5
90
WA
TH
MU
RE
MU
SI
RE
SI
TH
SI
MU
SI
TH
TH
MU
MU
TH
RE
FI
WA
FI
WA
SI
SI
RE
MU
WA
WA
SI
FI
SI
WA
WA
SI
RE
MU
WA
FI
TH
SI
MU
WA
RE
MA33
EN25
EN25
EN25
EN28
EN25
EN26
EN25
EN25
EN25
EN25
MA33
EN25
EN25
EN25
EN25
EN25
EN26
EN25
MC28
JA25
EN25
EN25
CS26
EN26
PC26
BE25
BE28
MC27
EN25
EN26
CH31
EN28
EN26
BE27
EN25
MA30
IS26
EN26
EN26
EN25
EN25
IS26
FR
JR
JR
JR
SR
JR
JR
JR
JR
JR
JR
SO
JR
JR
SO
JR
JR
SR
SO
JR
SO
JR
SO
SR
JR
JR
SO
JR
SR
SO
JR
JR
JR
JR
SR
JR
SO
JR
SO
JR
SO
SR
JR
90.5
69
68
80
65.5
70.5
91
55.5
78.5
87.5
67
89
43.5
84.5
94.5
89.5
89.5
71
54.5
68.5
89
88
77.5
56.5
80
91.5
85.5
77
80.5
95.5
87.5
81.5
74.5
84.5
90.5
68
86
27
85
69
90
91
48.5
FI
FI
MU
RE
SI
SI
RE
FI
RE
WA
SI
TH
RE
WA
WA
FI
TH
MU
FI
SI
WA
WA
WA
SI
SI
SI
TH
MU
TH
MU
MU
MU
TH
MU
TH
WA
RE
WA
FI
RE
SI
MU
SI
PS25
CS26
EN25
EN25
EN26
MA33
EN25
PS30
UN31
EN26
EN25
EN25
EN26
PC26
CS26
EN25
MA30
EN28
EN28
EN26
EN25
BE27
EC27
EN25
IS26
EN26
EN25
EN25
EN25
EN25
EN25
EN26
EN25
EN25
BI29
CH31
EN25
EN25
EN25
EN26
MA30
IS26
DS25
SR
SR
SO
JR
JR
JR
JR
SR
VI
JR
JR
JR
SO
JR
JR
SO
JR
JR
FR
JR
JR
JR
SO
JR
SR
JR
JR
SR
JR
JR
JR
JR
JR
JR
SR
JR
JR
JR
FR
SO
SO
JR
JR
82.5
84
84
86.5
85.5
87
94.5
56.5
69.5
85.5
81.5
65
46
43.5
100
96.5
82.5
70
74
46
82.5
83.5
80
85.5
64
87.5
64.5
30
57
80
84
62.5
66.5
69.5
72.5
51
60.5
66.5
54
73.5
77
45
81.5
SI
TH
WA
WA
WA
WA
TH
RE
SI
MU
FI
WA
MU
SI
TH
SI
TH
TH
SI
FI
WA
WA
RE
FI
SI
RE
WA
FI
MU
TH
SI
WA
MU
WA
SI
TH
SI
WA
TH
TH
SI
FI
MU
EN26
MA33
EN28
BI31
EN25
BE02
EN28
FP25
EN28
UN27
PC26
EN26
MA33
EN25
IS26
MA33
EN25
EN25
EN28
EN28
EN26
EN25
VA27
EN25
EN26
BI31
EN25
EN25
IS26
EN26
MA33
PC26
EN25
EN25
EN25
EN25
EN25
UN31
CH31
EN26
EN26
EN26
CS26
JR
SO
SR
SR
JR
JR
JR
JR
JR
SO
JR
JR
SR
SO
SR
SO
SR
SO
JR
SO
JR
JR
JR
JR
JR
SR
SR
SR
SO
JR
JR
JR
JR
JR
JR
SR
SR
VI
SR
SO
SO
SO
JR
83
84
80
67
60
56
61
36
76
85
64.5
53.5
78
57
13
96
57.5
79
83
80.5
64
67.5
77
71.5
48
76
46.5
78.5
79
58.5
88.5
69
69.5
64
47.5
80
63
86.5
83
67
97
81
98.5
WA
WA
TH
FI
WA
FI
WA
FI
MU
WA
TH
MU
WA
RE
FI
TH
TH
WA
SI
MU
WA
FI
SI
FI
FI
FI
MU
FI
SI
TH
TH
FI
TH
MU
TH
RE
RE
MU
SI
WA
TH
SI
MU
EN25
EN26
CS26
EN26
CS26
EN26
EN25
EN26