DATA Analysis on python

Description

TOTAL 20 POINTS.

(You can submit/upload the complete ipynb file in the canvas)

TASK A. DATA VISUALIZATION: 4 POINTS
Get the data “30_Industry_Portfolios.csv” data and “F-F_Research_Data_Factors.CSV” from class google drive.
For both data select date from January 01, 2000 to December 31, 2018
Draw a 2*2 scatterplot that reflect the relationship between (1) mkt-rf and food, (2) SMB and food, (3) mkt-rf and games and (4) SMB and games.
From the scatterplot what kind of relationshiop you see. [explain in words]
TASK B. REGRESSION SPECIFICATION- USE THE OLS FUNCTION TO ESTIMATE THE FOLLWOING: 10 POINTS
Run two univariate regression on Food and Games using excess market return (mkt-rf) as the dependent variable. Include a constant in the regressions.
Report the coefficient and t-stat of the market in this both industry, are they significant?
Report the R-squares of the models.
Run a multivarite regression for this two industry return (Food and Games) using all three Fama French Factors ( Market, SMB and HML).
Report the coefficient and t-stat of all three factors in both models, are they significant?
Report the R-squares of the models.
Is their any difference in the R-squares on 3 and 6. What doese this mean?
TASK C. WHITE’S COVARIANCE ESTIMATOR: 6 POINTS
Re-estimate the two multivarite regression (Task B.4) with White’s covariance estimator.
Report the coefficient and t-stat of all three factors in both models, are they significant?
Are the parameter standard errors similar using the two covariance estimators (homoskedastic errors in Task B.4 and White’s covariance estimator). If not, what does this mean?

Unformatted Attachment Preview

Date
Food
Beer
Smoke
Games
Books
Hshld
Clths
Hlth
192607
0.56
-5.19
1.29
2.93
10.97
-0.48
8.08
1.77
192608
2.59
27.03
6.5
0.55
10.01
-3.58
-2.51
4.25
192609
1.16
4.02
1.26
6.58
-0.99
0.73
-0.51
0.69
192610
-3.06
-3.31
1.06
-4.76
9.47
-4.68
0.12
-0.57
192611
6.35
7.29
4.55
1.66
-5.8
-0.54
1.87
5.42
192612
-0.51
-4.09
2.55
2.17
0.53
2.56
0.6
0.11
192701
-0.84
0.57
-0.35
1.87
9.67
4.08
-1.06
5.05
192702
4.42
12.83
1.49
1.64
1.41
4.57
2.77
1.71
192703
2.09
-13.56
5.51
1.02
-0.28
-0.08
0.9
1.01
192704
2.72
2.85
4.01
-3.77
-0.96
1.44
5.95
2.74
192705
6.13
11.62
11.8
0.18
3.13
10.54
3.37
4.12
192706
-2.22
10.05
-2.3
-7.74
12.54
-3.03
1.17
0.54
192707
5.04
4.59
4.39
1.14
1.78
5.5
6.01
9.84
192708
2.33
-3.98
3.83
6.2
5.46
0.52
1.56
0.28
192709
6.04
7.01
4.63
4.18
10.04
2.53
4.65
5.65
192710
-2.46
-0.8
-0.32
0.26
2.63
-1.84
9.65
5.13
192711
7.17
10.29
6.69
3.58
16.62
2.73
2.06
3.68
192712
3.53
12.72
1.03
2.81
3.27
10.31
-0.15
-0.46
192801
2.54
0.62
-2.56
-0.37
5.16
3.67
7.07
2.69
192802
-2.96
-5.22
-5.97
-0.89
-1.75
-0.01
-2.45
-1.38
192803
5.11
14.47
2.34
8.82
5.26
9.99
3.99
10.54
192804
2.69
4.87
-5.95
5.4
21.23
3.59
9.96
2.35
192805
1.6
5.48
-0.03
1.85
17.68
-2.52
-0.99
9.27
192806
-3.93
-4.21
-4.3
-5.05
-10.78
-6.67
-7.13
-3.15
192807
1.06
0.7
3.35
1.56
1.13
0.68
0.53
2.39
192808
7.85
12.4
3.79
9.48
6.48
9.55
0.18
14.57
192809
1.74
0.26
-0.39
11.02
-2.36
10.47
-1.13
-1.14
192810
-0.47
4.04
3.44
-1.21
5.62
8.15
-3.55
0.05
192811
6.62
5.7
6.79
10.4
1.01
16.58
2.56
5.05
192812
0.56
-3.84
-1.92
-0.66
-0.49
-3.63
-0.38
-0.41
192901
3.49
9.46
3.79
10.26
1.52
6.63
-1.88
3.43
192902
-1.67
-4.06
-4.64
1.16
-1.49
-6.92
-4.08
0.05
192903
-4.7
-2.9
-4.19
-9.83
-7.05
-7.65
-5.32
-1.5
192904
3.68
13.63
-2.41
0.67
1.73
0.56
3.62
1.48
192905
-5.1
-11
-0.21
-8.07
0.31
-10.37
-6.54
-7.84
192906
8.09
12.51
-0.13
5.91
10.64
14.71
5.63
4.52
192907
4.89
1.61
2.05
-2.19
0.94
6.55
-3.99
2.59
192908
4.17
9.79
8.29
6.21
1.5
3.52
0.97
3.09
192909
-2.29
-2.26
-7.62
-1.64
-1.71
6.79
-4.11
-7.02
192910
-14.57
-26.26
2.32
-17.34
-12.22
-32.46
-9.33
-18.02
192911
-9.53
-11.85
-6.2
-18.01
-3.36
-14.73
-10.24
-7.9
192912
-0.12
2.03
2.72
-8.7
0.21
1.13
3.7
1.11
193001
5.05
-8.61
8.56
28.12
2.1
10.32
3.68
2.55
193002
-0.02
1.15
5.52
17.18
6.92
-8.89
-0.32
3.15
193003
1.01
-8.27
4.3
15.88
2.47
-0.19
7.3
5.99
193004
3.23
-11.33
-2.88
4.79
0.95
-1.53
-1.13
-1.27
193005
1.86
-0.45
1.86
-3.56
-0.87
-7.45
-4.2
-1.49
193006
-11.55
-29.19
-8.86
-23.17
-11.97
-24.57
-12.4
-13.34
193007
193008
193009
193010
193011
193012
193101
193102
193103
193104
193105
193106
193107
193108
193109
193110
193111
193112
193201
193202
193203
193204
193205
193206
193207
193208
193209
193210
193211
193212
193301
193302
193303
193304
193305
193306
193307
193308
193309
193310
193311
193312
193401
193402
193403
193404
193405
193406
193407
3.22
1.63
-10.03
-4.89
1.03
-4.8
5.53
7.04
-2.54
-8.47
-12.21
10.56
-4.01
1.47
-28.38
10.65
-3.03
-10.3
-1.5
7.46
-7.07
-13
-22.92
-0.28
30.59
24.15
-1.31
-9.43
-6.61
7.18
0.68
-9.66
12.16
33.31
11.2
13.2
-8.16
8.94
-8.73
-8.17
5.99
-3.24
10.24
-6.51
2.33
3.21
-4.24
3.68
-5.52
1.74
9.24
-12.28
-1.24
3.54
-11.58
6.62
16.75
-26.68
-20.75
-9.66
10.21
-9.96
13.82
-25.17
25.18
-10.66
-7.83
-5.91
17.8
-11.29
-9.77
-25.3
19.26
19.44
40.15
-3.05
-12.67
-5.26
6.51
-15.51
-11.59
25.52
29.02
87.61
35.17
-14.97
33.2
-5.8
-3.37
-7.19
-1.49
15.35
-12.45
2.84
-1.15
-17.58
-2.82
-24.35
2.93
4.62
-8.78
-4.74
-0.93
-3.11
6.43
6.94
0.22
2.69
-11.13
12.63
-3.49
-3.51
-21.7
6.08
-6.1
-6.26
8.17
3.28
-4.51
-9.89
-21.45
5.85
24.67
17.6
0.11
-13.98
-8.34
0.91
11.41
-8.55
7.93
33.04
9.18
4.72
-2.1
10.17
-3.7
-11.6
4.45
-4.87
6.46
-3.1
-0.58
4.17
1.4
5.17
-0.9
2.77
3.71
-18.23
-8.85
-6.44
-15.18
16.19
8.43
-6.32
-27.33
-23.78
22.63
-8.79
7.08
-42.49
18.98
-30.43
-30.35
16.99
6.23
-22.36
-23.96
-44.22
11.22
66.15
66.68
-10.3
-25.97
-10.19
-12.58
-24.21
-19.45
-10.14
62.14
53.97
18.86
-7.38
29.31
-7.98
-12.74
4.76
-4.14
16.59
9.56
4.62
-3.57
-2.73
-13.48
-24.92
3.65
-2.18
-3.78
-6.78
-2.98
-5.02
1.78
2.1
-1.61
-9.81
-10.67
1.7
-3.03
-6.23
-22.13
-17.95
-10.25
-21.02
-5.31
-1.24
-11.73
-14.15
-26.24
-22.24
45.6
40.45
0.99
-22.53
-3.9
-11.62
0.68
-20.79
15.8
52
24.57
27.44
-22.53
22.17
-26.63
-6.29
-0.26
2.86
26.69
1.03
5.77
10.41
-7.69
0.04
-20.15
5.84
0.63
-10.53
-4.62
-1.84
-6.15
8.77
6.21
-3.73
-4.25
-10.94
8.53
-1.71
-1.05
-34.97
16.27
-7.65
-9.18
1.39
2.93
-16.73
-8.65
-20.99
-15.69
34.58
26.43
0.24
-10.99
-5.32
1.58
-7.33
-21.19
11.59
58.33
17.95
6.35
-9.13
11.27
-12.17
-6.41
7.53
-4.33
10.44
0.41
-6.1
-0.08
-6.07
6.29
-8.82
3.23
-2.89
-3.37
-5.19
1.51
-7.47
-0.22
2.92
1.31
-8.21
-0.49
11.65
-3.31
-2.4
-8.39
-2.47
-1.31
-14.21
4.71
0.97
-2.38
-5.02
-3.81
-5.04
-21.01
27.22
1.21
-8.72
-4.22
-1.63
10.58
-4.5
8.86
41.4
26.02
2.43
-4.33
5.83
-11.98
-3.68
9.65
-1.86
16.31
-3.45
-1.93
-1.55
-5.19
2.23
-8.45
6.52
7.71
-8.7
-4.37
-3.23
-6.79
8.23
7.81
1.8
-3.62
-10.26
9.69
2.61
0.39
-29.45
11.26
-2.79
-4.1
-2.66
2.05
-6.41
-19.77
-34.08
11.05
29.18
35.87
-11.92
-18.56
5.53
6.82
-1.13
-10.82
-3.16
37.13
23.49
10.39
-19.11
-0.38
-1.31
-6.02
9.4
-11.73
16.77
-3.59
-0.64
8
-0.38
2.04
-1.89
193408
193409
193410
193411
193412
193501
193502
193503
193504
193505
193506
193507
193508
193509
193510
193511
193512
193601
193602
193603
193604
193605
193606
193607
193608
193609
193610
193611
193612
193701
193702
193703
193704
193705
193706
193707
193708
193709
193710
193711
193712
193801
193802
193803
193804
193805
193806
193807
193808
4.43
-1.58
-1.01
7.17
0.05
-0.37
2.92
-3.87
3.99
0.27
6.56
-0.32
-3.42
0.99
5.97
2.03
4.03
3.35
2.53
-1.25
-4.56
6.16
2.98
2.42
1.02
-1.43
4.34
4.62
-0.63
2.38
2.25
2.23
-7.28
-0.26
-3.07
3.44
-2.4
-10.63
-7.47
-5.36
-2.3
3.94
4.25
-16.4
13.55
-0.28
12.7
4.66
-4.83
14.28
-1.76
3.21
20.09
2.1
-8.27
1.72
-0.97
-3.63
-1.62
10.82
2.11
9.71
8
16.02
-2.42
-1.39
-6.61
9.13
-0.72
-10.07
-1.98
-4.56
6.86
8.82
1.64
2.82
7.95
-5.63
1.48
6.67
4.12
-9.05
-0.26
-7.03
7.95
-2.38
-11.32
-9.91
-3.29
-7.13
-1.34
9.3
-24.63
12.1
-3.24
17.94
11.61
-4.97
3.63
2.62
2.87
9.02
-2.9
-2.19
0.79
-5.89
9.02
2.18
4.4
7.56
-0.07
1.54
1.58
-0.5
-0.35
3.34
-3.25
-4.1
-2.55
4.72
2.69
3.05
0.01
-0.78
1.27
3.23
-2.85
2.64
-1.88
-6.73
-4.14
0.03
-1.77
7.16
-2.18
-3.86
-4.41
-4.76
-0.63
0.49
1.59
-12.31
10.13
1.65
11.36
7.69
-2.15
21.72
9.8
-5.02
13.6
-0.83
-7.48
-4.73
-4.64
9.87
12.59
9.32
3.73
13.15
10.23
3.69
14.29
2.02
13.35
2.22
-5.38
-11.88
-1.45
3.78
13.31
8.02
3.82
8.07
12.52
4.28
3.36
1.06
0.99
-5.01
-0.66
-7.89
14.42
-2.25
-15.8
-10.64
-19.48
-12.11
5.08
2.72
-31.37
23.06
-7.38
30.93
4.04
3
3.99
-2.13
-1.73
16.89
1.52
-3.72
-3.11
-2.25
10.4
2.63
3.42
2.79
-2.6
1.18
13.5
12.12
1.17
4.75
-3.18
6.28
-11.5
-0.24
-4.44
4.17
6.3
0.81
4.14
0.85
-0.77
1.84
-2.21
-8.22
-10.8
-10.99
-12.6
7.82
-5.41
-21.52
-15.22
-13.55
-12.91
11.96
2.78
-27.77
22.51
-3.52
32.75
10.57
-7.6
7.55
-3.23
6.23
12.15
0.65
1.64
5.83
-6.93
5.91
-0.97
3.05
7.91
1.57
0.25
0.53
-3.04
4.71
2.16
-1.14
3.01
-10.48
-1.93
5.9
2.19
2.05
2.87
12.32
2.84
4.18
12.72
-2.07
-0.37
-1.56
-3.49
-4.31
8.73
-5.53
-13.5
-6.99
-8.28
-5.32
4.46
3.84
-21.52
18.32
-1.83
14.12
9.52
-0.49
1.8
1.7
2.63
6.5
3.4
-0.95
-0.94
-2.82
4.6
2.07
2.07
4.27
-0.99
0.16
3.22
2.27
2.39
4.05
4.36
-1.35
-5.93
1.6
-0.5
1.22
-1.89
0.45
2.53
4.06
1.62
0.44
1.72
-2.19
-3.32
-0.51
-6.27
6.59
-3.58
-9.94
-11.13
-12.96
-3.74
7.57
2.22
-17.63
10.67
-5.72
14.68
12.81
-4.61
-3.05
0.8
-0.71
4.07
0.62
-0.86
4.25
-3.14
3.18
-4.02
4.09
3.19
0.29
1.11
5.97
1.74
2.35
3.46
3.45
3.52
-9.19
4.8
1.29
4.65
-1.48
0.77
3.78
3.4
-2.04
3.47
-3.72
-5.03
-3.32
1.68
-4.12
4.14
1.09
-10.76
-3.55
-5.12
-2.41
3.52
8.61
-14.44
11.82
1.71
10.07
5.8
0.36
193809
193810
193811
193812
193901
193902
193903
193904
193905
193906
193907
193908
193909
193910
193911
193912
194001
194002
194003
194004
194005
194006
194007
194008
194009
194010
194011
194012
194101
194102
194103
194104
194105
194106
194107
194108
194109
194110
194111
194112
194201
194202
194203
194204
194205
194206
194207
194208
194209
0.06
5.21
-3.11
3.45
-1.75
3.82
-5.42
1.7
6.28
-3.05
7.05
-7.56
6.29
2.63
-0.99
2.96
1.46
0.37
2.36
1.78
-21.9
4.55
0.61
1.11
2.25
-0.86
-0.6
0.84
-1.65
-2.6
2.26
-4.03
-0.91
4.45
6.39
1.36
3
-4.6
-0.5
-5.06
-0.64
-6.98
-7.03
-2.52
7.56
4.4
2
1.66
0.69
-0.93
16.37
2.53
-4.58
-8.9
8.64
-14.43
-1.97
6.3
-4.97
4.32
-9.21
3.65
4.99
-3.64
-0.6
1.63
2.89
4.44
-0.81
-28.19
4.33
10.21
1.7
4.34
-1.09
7.35
-0.03
-2.82
-3.74
0.8
-8.58
6.04
8.72
12.54
11.22
-1.11
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13.47
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10.25
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1.39
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9.37
13.88
12.83
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2.51
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5.32
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9.43
3.23
9.03
0.04
3.9
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9.12
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0.93
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9.69
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24.19
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6.34
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8.88
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3.74
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4.11
3.3
1.5
0.3
1.41
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4.7
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5.04
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0.21
2.52
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4.75
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2.28
3.15
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7.73
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25.25
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1.2
1.06
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10.52
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3.27
0
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3.98
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0.4
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3.13
8.45
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0.58
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10.79
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2.34
3.03
3.8
1.3
1.76
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5.63
1.44
0.85
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3.72
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1
5.49
1.1
3.08
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7.07
0.21
1.22
3.77
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1.48
1.9
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4.91
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4.61
-3
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0.08
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-4.45
14.69
2.85
1.6
2.43
0.26
194210
194211
194212
194301
194302
194303
194304
194305
194306
194307
194308
194309
194310
194311
194312
194401
194402
194403
194404
194405
194406
194407
194408
194409
194410
194411
194412
194501
194502
194503
194504
194505
194506
194507
194508
194509
194510
194511
194512
194601
194602
194603
194604
194605
194606
194607
194608
194609
194610
4.42
4.98
3.75
8.09
4.09
4.06
0.49
7.11
1.52
-0.36
0.62
2.06
-0.29
-4.21
5.52
3.39
-0.21
2.08
-2.46
5.37
4.7
0.04
2.19
1.24
0.05
1.26
2.47
2.73
2.42
-2.68
5.83
2.27
-0.04
-1.02
6.24
7.35
6.44
3.14
0.04
5.36
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5.18
2.75
1.8
-3.16
-0.82
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-8.8
0.24
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0.22
4.84
7.43
5.57
9.66
9.71
3.22
4.19
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2.79
0.97
13.55
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12.48
1.17
-5.42
13.09
-3.53
4.56
-5.03
0.34
0.46
2.18
0.81
7.29
3
2.49
9.33
-1.54
15.65
-0.59
6.44
-7.9
4.98
14.83
39.09
4.13
19.48
0.53
-6.54
8.91
0.24
7.84
2.42
3.43
-6.45
-17.07
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5.45
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6.25
12.28
0.34
2.97
1.12
6.32
1.95
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1.04
2.19
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6.2
6.66
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2.39
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5.19
8.29
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2.59
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-0.2
0.51
2.51
6.51
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7.82
2.42
0.35
-0.19
10.73
1.26
0.33
3
-1.91
0.6
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8.57
3.89
3.29
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-0.76
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-11.17
4.69
6.79
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7.74
2.16
11.33
24.75
1.49
11.82
0.12
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1.62
3.17
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11.17
1.8
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6.47
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6.38
9.64
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1.48
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7.46
7.96
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6.45
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3.85
7.21
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8.67
9.43
12.21
17.15
5.96
14.16
-0.37
12.5
9.14
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-4.42
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-5.6
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11.74
0.61
1.84
14.56
17.95
12.61
8.61
15.58
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4.08
4.46
-0.38
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12.02
2.16
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4.46
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8.88
17.56
-1.9
10.82
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3.98
0.08
10.18
5.6
-8.6
15.4
3.96
7.48
-2.17
12.42
11.78
10.84
2.22
-0.3
8.01
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4.91
15.37
0.77
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7.04
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6.63
8.74
2.56
1.09
4.68
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1
5.25
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5.12
2.23
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1.24
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6.47
5.25
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1.84
1.3
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4.11
1.85
4.44
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3.74
7.05
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7.07
1.59
5.46
3.64
3.62
4.62
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7.05
6.58
0.86
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2.29
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7.92
6.66
7.53
4.99
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4.39
4.87
0.42
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1.89
-2
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3.78
2.53
2.32
1.58
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3.64
6.39
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2.26
1.66
0.03
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1.45
0.23
5.1
-3
5.34
4.46
0.68
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5.33
3.7
6.63
4.04
0.84
14.54
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6.88
4.67
8.6
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-7.94
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3.48
4.13
1.58
8.69
2.47
3.64
4.56
1.4
5.13
0.5
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0.26
4.02
0.57
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3.94
0.29
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2.46
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5.68
3.85
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0.76
0.43
1.09
0.52
1.71
0.56
4.25
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6.33
4.11
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9.19
6.51
6.61
8.58
1.53
7.76
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14.57
14.67
5.64
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-3.22
-3.24
-7.03
-0.24
194611
194612
194701
194702
194703
194704
194705
194706
194707
194708
194709
194710
194711
194712
194801
194802
194803
194804
194805
194806
194807
194808
194809
194810
194811
194812
194901
194902
194903
194904
194905
194906
194907
194908
194909
194910
194911
194912
195001
195002
195003
195004
195005
195006
195007
195008
195009
195010
195011
-0.37
4.19
0.12
1.08
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5.92
5.02
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2.61
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0.03
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6.56
1.38
3.71
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3.85
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1.13
3.6
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4.39
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0.42
5.31
4.49
2.35
2.2
1.91
5.83
1.67
1.68
0.17
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2.35
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5.33
3.82
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1.52
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8.4
2.13
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11.81
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11.26
-0.73
12.72
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0.11
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5.31
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0.78
2.44
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5.79
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-1
3.33
7.24
4.51
5.67
2.85
4.49
4.35
3.66
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2.72
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5.96
3.22
10.13
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3.21
0.54
4.22
1.97
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3.6
5.6
3.48
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0.86
1.08
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2.87
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4.37
1.9
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3.45
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0.79
4.81
0.36
0.94
0.22
2.9
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3.1
3.51
2.68
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2.19
2.45
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1.43
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0.35
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6.98
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1.63
1.66
3.77
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0.83
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1.48
3.65
0.38
10.38
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3.43
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4.8
2.88
10.93
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3.82
1.18
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7.76
4.15
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4.03
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5.86
6.05
8.32
0.37
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0.97
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0.99
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4.27
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9.38
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0.15
3.65
5.62
2.54
2.24
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7.06
2.58
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2.12
0.35
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8.57
14.19
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9.61
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0.89
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1.68
9.77
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1.87
5.55
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0.9
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3.21
4.11
6.07
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3.97
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0.07
0.27
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9.18
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8.96
4.11
3.16
8.94
3.91
5.84
2.55
4.14
-0.34
8.04
5.23
-8.46
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10.79
3.43
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1.09
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5.43
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0.17
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9.51
2.95
0.83
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2.96
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3.62
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6.27
2.44
4.37
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1.78
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0.2
4.24
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3.89
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3.41
3.88
2.75
4.31
4.18
-0.69
4.93
0.08
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1.51
6.49
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5.91
3.54
5.95
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3.33
1.67
7.23
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-8.6
-2.68
4.19
2.6
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1.22
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3.1
-8.23
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6.33
2.14
6.78
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5.19
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4.54
4.57
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5.5
0.24
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2.16
6
0.19
1.86
3.38
4.81
8.7
1.06
1.92
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5.52
3.96
-4.19
-6.94
3.68
6.16
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4.68
195012
195101
195102
195103
195104
195105
195106
195107
195108
195109
195110
195111
195112
195201
195202
195203
195204
195205
195206
195207
195208
195209
195210
195211
195212
195301
195302
195303
195304
195305
195306
195307
195308
195309
195310
195311
195312
195401
195402
195403
195404
195405
195406
195407
195408
195409
195410
195411
195412
1.46
4.54
1.81
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0.43
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3.15
3.52
-0.84
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2.34
0.78
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1.49
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2.45
2.27
0.47
1.39
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4.75
1.56
2.61
0.52
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0.33
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2.44
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0
1.08
2.86
1.23
4.1
0.03
2.84
1.12
1.3
3.2
5.29
-3.02
3.55
-2.37
6.39
2.52
6.4
8.69
-3.4
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5
-0.14
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5.27
2.85
4.07
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2.72
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-3.35
-0.22
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1.77
2.64
5.65
0.1
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9.65
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0.31
0.2
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0.8
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3.66
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-2.7
3.09
4.59
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6.53
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5.78
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9.05
0.2
2.28
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6.86
8.29
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3.72
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3.07
3.45
0.26
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0.34
0.82
5.21
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1.86
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3.72
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1.52
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7.19
8.2
0.42
4.74
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4.5
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1.36
4.68
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3.67
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1.49
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9.67
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0.07
0.84
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1.03
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5.31
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8.7
6.51
0.45
4
4.91
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3.17
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2.69
10.24
2.24
3.27
2.38
4.66
0.99
3.47
1.11
7.65
5.86
5.75
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8.4
10.15
2.29
6.96
0.11
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2.76
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1.92
3.96
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2.05
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3.55
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2.26
0.62
1.75
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0.17
3.49
2.51
3.34
4.33
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0.49
-3.7
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1.58
5.13
2.08
2.58
4.09
3.91
2.39
5.13
1.78
2.67
4.41
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2.71
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5.08
4.92
1.6
7.65
1.51
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7.35
2.54
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2.21
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7.66
2.91
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1.25
1.32
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2.96
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1.82
2.68
3.09
-1.64
-1.03
-3.17
7.31
0.54
0.48
3.78
-2.12
-1.26
0.56
-1.53
0.16
-1.17
-1.77
1.92
0.63
-1.22
2.79
1.94
1.77
-0.46
4.01
2.23
6.88
-3.97
2.63
-0.23
3.96
4.88
6.06
3.1
1.46
1.7
10.41
1.57
0.83
14.46
-1.43
-1.82
-5.97
-0.48
5.14
0.65
-4.25
0.45
-5.5
2.52
-0.96
-4.38
-0.57
-4.09
-1.49
7.22
-1.95
-5.11
2.06
-0.17
-5.34
-0.04
-3.31
3.66
0.05
0.42
2.66
7.98
-1.34
5.65
-0.19
0.28
1.2
1.61
-2.43
8.21
-2.56
2.82
-1.62
12.56
6.12
195501
195502
195503
195504
195505
195506
195507
195508
195509
195510
195511
195512
195601
195602
195603
195604
195605
195606
195607
195608
195609
195610
195611
195612
195701
195702
195703
195704
195705
195706
195707
195708
195709
195710
195711
195712
195801
195802
195803
195804
195805
195806
195807
195808
195809
195810
195811
195812
195901
0.2
1.81
-0.25
4.2
-0.14
2.72
0.85
-1.16
-2.96
-0.18
3.62
0.94
-2.16
2.35
1.76
-0.28
-2.7
0.48
2.47
-1.71
-3.3
-0.32
-0.14
0.92
1.34
-1.28
1.51
1.7
0.94
-0.56
1.84
-1.97
-1.67
-1.93
3.45
1.29
6.89
3.18
3.88
3.21
3.06
2.84
1.42
2.33
1.93
1.78
4.82
2.89
2.34
-3.99
1.63
-2.14
-1.4
2.97
3.38
0.52
-0.26
-0.78
-6.03
3.23
2.1
0.38
0.07
4.71
2.18
-3.85
1.87
0.45
1.88
-1.7
-2
-1.64
5.67
-0.13
1.35
1.82
1.7
4.23
0.88
-1.66
-4.01
-5.21
-2.09
5.25
-2.96
7.31
2.89
3.02
3.68
3.44
3.08
3.3
5.07
6.21
5.99
5.53
0.7
2.51
1.33
-0.88
-0.15
8.73
-2.07
-1.29
7.3
1.65
3.23
-0.37
3.79
1.71
0.21
-3.19
1.63
7.05
-4.07
0.66
1.82
-2.11
-4.16
2.72
-1.04
2.41
4.59
-1.14
1.1
0.49
-0.88
-1.56
-0.48
2.89
5.36
0.99
3.83
3.18
5.98
0.35
6.33
4.54
0.59
3.98
-0.03
2.29
8
1.7
1.77
3.77
8.76
-1.42
2.23
-3.08
5.94
0.68
3.6
-0.1
-1.06
-5.29
-3.31
2.71
-1.51
-5.4
8.04
0.42
2.92
-3.6
1.14
1.1
1.42
-2.7
1.05
0.26
3.29
1.56
-2.3
2.7
2.66
4.26
0.51
1.72
-4.99
-5.49
-9.65
4.19
-4.32
9.98
-0.59
2.1
1.98
5.41
5.27
2.45
7.05
8.39
7.92
4.77
0.29
4.49
0.24
4.63
-3.31
0.5
-0.5
5.12
1.23
-2.72
0.23
-0.16
6.99
1.51
-1.44
3.76
3.02
2.57
1.59
3.74
4.47
4
-6.29
2.12
-0.27
-2.88
1.77
0.3
1.28
7.69
5.89
2.44
0.01
-4
-0.14
-7.52
1.37
-0.06
5.7
-4
3.29
4.95
3.47
0.55
-0.92
8.61
7.76
5.25
8.08
-1.64
3.87
-1.12
4.47
-1.94
2.22
0.12
2.35
1.9
1.4
-3.2
-2.56
3.59
-0.09
-3.53
6.77
4.26
-0.71
-6
0.84
3.11
2
-4.22
-2.06
-1.59
5.53
-4.03
-2.44
5.13
-0.49
-0.87
0.04
4.85
-2.08
-1.75
-2.89
3.79
2.92
2.38
2.36
4.32
2.13
-0.51
3.87
9.99
-1.57
4.52
9.69
4.67
1.98
2.05
1.67
2.83
1.11
0.03
0.71
3.24
3.29
-0.61
0.21
-1.31
0.36
1.34
-1.75
1.3
0.27
-1.57
-3.98
1.44
0.34
-1.14
-3.41
0.14
-0.98
1.26
1.35
0.49
1.76
-1.75
0.78
-1.63
-1.36
-3.11
-2.25
-3.57
-1.66
-2.46
8.5
1.8
3.33
2.89
3.09
-4.25
2.73
2.79
4.04
-0.23
2.24
4.15
8.15
-2.88
2.85
6.09
0.02
3.15
0.17
0.13
0.15
-3.17
0.82
6.29
6.23
-6.5
8.27
7.26
2.76
-1.23
3.6
3.09
-3.07
-3.68
0.58
-1.3
6.06
-2.27
-0.35
8.22
5.43
4.79
6.46
2.6
-2.98
-3.04
-0.68
8.58
-0.48
-0.41
4.95
8.17
6.55
1.44
3.55
5.97
1.98
11.72
1.05
8.03
4.61
-0.62
195902
195903
195904
195905
195906
195907
195908
195909
195910
195911
195912
196001
196002
196003
196004
196005
196006
196007
196008
196009
196010
196011
196012
196101
196102
196103
196104
196105
196106
196107
196108
196109
196110
196111
196112
196201
196202
196203
196204
196205
196206
196207
196208
196209
196210
196211
196212
196301
196302
2.92
-0.59
2.13
3.96
-0.03
3.66
-0.83
-3.13
3.39
0.84
2.35
-4.16
3.64
-1.32
1.36
8.47
5.63
-1.98
4.74
-3.72
1.24
9.59
4.67
4.89
4.35
4.84
-1.22
4.38
-1.97
2.9
5.06
-0.45
3.92
5.43
-3.5
-6.43
-0.05
1.18
-4.37
-11.01
-8.55
7.21
0.05
-4.69
-2.72
12.26
2.83
6.65
-2.72
2.98
-2.43
1.49
0.85
0.36
10.24
-2.42
-4.27
1.04
1.82
0.69
-5.39
-1.86
-2.58
-1.99
-0.25
0.7
-0.66
3.37
-4.81
0.81
6.65
-0.12
5.35
8.26
2.73
1.61
5.47
-2.88
1.06
3.34
-1.31
-0.65
4.62
1.6
-3.21
0.48
-0.14
-3.37
-8.81
-5.97
2.9
4.45
-5.94
-2.31
11.33
2.47
4.02
-5.05
0.75
2.35
3.95
-5.87
4.59
0.75
3.13
-3.02
6
2.07
-2.68
-1.72
2.56
0.17
1.54
2.71
4.97
4.72
5.37
-1.93
4.09
5.57
3.7
8.96
5.55
5.8
-0.06
3.56
4.17
6.13
7.88
0.1
7.24
8.18
-5.93
-4.04
0.88
-6.47
-12.77
-13.9
-8.13
0.96
1.65
-7.56
-6.64
11.46
-2.17
1.72
-3.36
6.1
4.86
11.22
-1.56
4.17
4.12
-2.06
-5.09
7.85
3.93
1.97
1.56
4.52
-0.3
6.64
7.55
2.5
-4.58
7.33
-2.15
0.31
14.03
7.92
0.74
22.47
7.39
-2.04
-3.72
-5.66
-1.06
1
1.43
-5.07
0.4
2.21
-13
-1.83
-5.16
-10.81
-11.13
-15.57
-2.36
5.94
-10.31
-8.71
15.76
2.06
8.7
-6.67
-1.41
-0.11
0.11
-1.82
0.7
9.04
2.58
-5.37
5.32
0.72
7.63
-5.14
2.68
2.53
-0.98
11.94
0.26
0.36
3.8
-6.04
2.6
10.24
7.57
9.66
2.29
4.97
-6.2
2.89
-3.65
-2.36
1.05
0.92
1.14
3.89
-3.46
-3.19
-0.33
0.6
-8.51
-14.59
-16.31
6.66
4.23
-4.51
0.08
12.27
-3.65
6.55
-1.94
3.52
8.51
-1.24
2.61
-0.89
2.32
3.28
-6.38
4.48
3.26
1.01
-7.51
9.59
-0.21
-1.09
8
6.61
-0.48
5.25
-9.02
6.69
9.25
1.93
4.55
6.04
6.54
2.83
0.17
3.62
2.19
10.62
-2.87
-0.55
4.57
-3.57
-7.09
-0.83
4.54
-6.84
-9.83
-12.15
10.16
1.37
-8.98
1.21
14.25
0.79
5.46
-3.25
5.24
-0.74
2.13
0.03
1.38
-1.02
-1.19
-0.95
5.53
0.45
2.21
-8.2
1.73
-2.24
0.4
2.01
-1.35
-0.93
3.14
-4.66
-2.95
2.61
3.62
5.57
6.97
3.91
2.96
7.28
-4.8
1.73
4.93
-0.63
8.43
5.43
0.19
-5.83
2.2
-1.02
-7.95
-10.06
-8.78
8.04
3.12
-6.36
-1
9.45
-0.29
6.46
-3.28
3.86
4.25
11.92
-1.07
6.59
4.73
-3.57
-4.96
2.34
5.62
-1.67
-6.38
0.31
1.61
1.65
13.72
-0.16
-3.86
2.46
-8.71
-3.49
4.04
6.22
6.05
5.2
3.8
-0.3
2.28
-3.38
3.5
3.86
-1.23
3.66
3.14
-1.99
-4.78
3.75
0.41
-11.33
-10.78
-12.89
7.78
-7.92
-4.05
2.47
17.59
0.88
5.66
-2.58
196303
196304
196305
196306
196307
196308
196309
196310
196311
196312
196401
196402
196403
196404
196405
196406
196407
196408
196409
196410
196411
196412
196501
196502
196503
196504
196505
196506
196507
196508
196509
196510
196511
196512
196601
196602
196603
196604
196605
196606
196607
196608
196609
196610
196611
196612
196701
196702
196703
1.72
1.12
3.47
-0.45
0.04
4.82
-1.43
2.41
-0.45
2.99
1.14
1.43
1.96
-1.07
1.68
2.33
1.24
-1.3
1.98
-1.17
1.23
1.18
5.04
1.33
-1.46
2.86
-0.93
-4.33
1.18
1.78
0.24
0.96
0.27
1.03
0.2
-0.87
-2.35
-0.94
-3.68
-3.07
-0.4
-6.07
-1.05
8.24
2.38
-0.53
6.37
1.63
3.56
4.62
0.66
1.2
-1.82
-2.19
2.13
1.23
-1.28
-0.72
1.22
0.99
-0.17
6.93
-1.61
1.47
0.49
7.92
-1.86
1.64
2.41
-1.41
-0.19
12.15
1.9
0.59
5.52
-0.31
-4.56
-0.36
3.77
-0.33
2.49
0.94
2.64
1.24
-2.84
-4.14
3.19
-6.28
3.29
-3.91
-6.91
-3.43
4.4
6.74
3.29
9.8
3.73
8.31
7.74
6.3
-3
-6.27
-2.54
7.15
-4.23
5.79
-5.63
5.98
-1.69
2.64
10.37
1.83
-0.18
-1.54
0.41
6.6
-1.97
-2.06
-1.63
-4.68
5.37
-0.04
-0.9
5.61
-1.65
-3.4
1.74
9.46
-2.65
4.42
-4.65
-1.02
2.9
-2.31
-3.38
-1.07
-3.88
-2
-0.45
-5.45
0.38
6.84
-3.94
-1.55
16.43
-3.31
4.91
1.11
-0.81
4.43
-1.31
-3.46
5.99
-4.14
10.22
-2.34
-2.09
-1.02
2.47
2.58
-4.42
-3.85
-1.21
0.34
-3.42
5.47
0.79
-1.95
-1.3
8.69
5.21
3.87
3.98
2.25
-10.06
5.8
6.86
11.69
11.68
11.72
3.91
10.91
7.39
3.26
5.74
-13.79
-4.89
-3.27
-3
-11.79
-7.27
3.6
-4.44
18.64
1.33
-0.18
-0.87
7.95
0.55
1.01
-0.03
4.65
2.66
-1.13
-0.14
-0.24
4.38
6.78
-0.97
2.11
1.47
3.82
-0.24
-1.39
2.25
2.49
1.77
0.92
8.67
1.35
2.87
5.54
0.55
-6.39
3.58
7.12
2.47
5.96
7.41
3.66
1.73
0.41
2.91
3.92
-5.42
2.44
-0.81
-9.2
0.78
-0.5
9.34
3.07
11.6
5.05
7.55
3.96
5.98
0.9
-0.22
-0.13
6.21
-1.38
4.25
-0.18
4.26
1.73
0.94
2.31
-1.57
2.21
0.18
0.72
-1.47
5.74
-1.14
0.99
0.67
6.56
2.8
-1.9
5.77
-0.5
-5.37
4.46
6.52
5.89
4.33
0.93
4.41
2.06
-0.68
2.59
5.48
-5.85
0.9
-2.39
-8.28
-2.74
3.84
7.33
-1.23
6.16
4.48
3.99
1.43
1.7
0.49
-1.84
-0.58
4.53
-4.14
2.66
-1.39
-0.62
-0.78
1.65
0.98
-0.4
1.81
4.07
4.01
-0.92
3.83
0.61
2.87
-0.38
7.37
6.45
0.84
4.83
0.77
-9.13
2.38
6.4
2.05
4.48
2.2
2.06
4.33
3.01
-3.38
2.76
-8.03
-1.9
-1.71
-10.41
-1.79
-2.59
4.04
-0.73
11.41
3.41
4.05
1.18
7.62
-0.25
-1.09
0.57
9.56
-4.07
3.38
-1.65
1.53
3.7
1.65
-1.94
-1.42
0.52
0.58
4.76
-4.22
2.74
2.86
2.17
4.38
7.66
2.42
-0.92
2.97
-1.25
-5.31
3.95
6.29
2.24
3.23
3.79
3.84
2.74
-1.55
-1.6
-0.01
-5.27
0.99
-1.71
-8.09
-1.15
4.87
6.9
-0.18
6.45
1.4
7.86
196704
196705
196706
196707
196708
196709
196710
196711
196712
196801
196802
196803
196804
196805
196806
196807
196808
196809
196810
196811
196812
196901
196902
196903
196904
196905
196906
196907
196908
196909
196910
196911
196912
197001
197002
197003
197004
197005
197006
197007
197008
197009
197010
197011
197012
197101
197102
197103
197104
4.15
-1.56
3.93
5.8
-1.66
2.58
-3.39
0.77
2.73
-1.07
-2.29
0.37
10.56
5.23
1.09
-4.3
2.1
3.89
1.03
5.52
-1.71
-0.69
-5.6
1.04
2.15
1.67
-5.99
-6.05
4.77
1.04
7.76
-1.88
-0.39
-2.71
5.44
-0.89
-10.11
-7.23
-0.59
5.55
-0.23
4.85
1.13
5.81
6.26
2.71
2.33
4.02
1.71
6.12
-5.35
4.28
2.66
0.54
-1.46
-3.2
-0.71
-0.39
-0.89
-1.46
2.25
5.57
3.85
2.11
0.7
7.73
5
-5.03
5.21
-0.55
-0.46
-5.03
1.68
1.14
2.97
-8.04
-2.1
6.63
-0.91
11.64
-2.83
-0.63
-1.36
6.86
-0.62
-9.4
-6.1
-2.64
6.76
-2.71
4.47
-1.02
-0.84
4.29
4.51
1.66
2.66
1.5
3.48
-7.56
6.64
8.33
-4.88
-1.81
3.39
-5.16
8.04
-0.06
1.16
-1.79
5.55
0.52
4.3
-1.38
-3.19
5.71
1.56
3.04
10.3
3.64
-9.5
-1.72
-1.98
1.71
-5.5
-4.74
3.99
4.12
12.42
0.61
-1.95
-6.99
0.29
1.42
-2.81
3.53
6.66
3.5
0.65
0.51
10.35
10.05
2.66
5.74
5.07
9.6
1.72
10.6
-7.41
10.65
6.54
0.7
5.92
-0.21
-4.23
3.33
-3.84
-5.31
5.04
17.25
6.22
-4.97
-4.14
4.51
12.73
-0.63
6.5
-4.18
-2.3
-6.86
0.72
5.88
-3.59
-12.75
-8.6
8.03
1.63
8.62
-6.63
-5.4
-7.16
6.83
-2.72
-20.5
-9.84
-9.48
8.24
8.69
10.31
-4.14
8.16
4.32
11.51
5.95
11.31
6.73
6.26
-3.66
-5.88
4.62
-0.66
2.2
-6.57
3.41
0.04
-3.96
-5.03
2.19
14.11
3.49
-0.38
-6.41
-0.13
4.87
3.32
1.52
-5.02
-4.5
-7.04
3.75
0.05
1.89
-10.72
-10.84
8.89
-0.14
7.92
-4.24
-3.1
-11.48
1.17
-3.11
-15.45
-16.07
-9.36
12.64
5.87
7.28
-2.05
2.14
12.94
5.33
7.47
4.53
5.44
4.66
-5.56
1.53
6.45
-0.45
3.37
0.35
2.7
2.18
-10.34
-2.83
3.49
11.12
2.24
-2.15
-5.4
2.14
1.94
0.81
6.98
-6.97
0.09
-4.65
2.2
5.02
0.17
-1.69
-3.43
4.77
-0.52
6.41
-2.42
0.94
-6.89
0.26
-0.96
-7.92
-8.22
-5.05
4.6
4.22
6.38
-0.16
4.89
5.66
5.14
1.68
6.36
3.82
2.91
0.14
4.87
4.99
5.33
7.74
1.05
2.8
7.35
0.86
-5.57
3.91
14.77
6.78
3.81
-3.04
4.75
3.74
1.46
4.67
-1.21
-0.71
-9.76
0.77
-1.33
-1.81
-8.62
-11.91
2.4
-2.64
6.72
-2.9
-6.37
-4.79
2.7
-0.57
-14.12
-10.23
-6.89
8.28
7.25
11.96
-3.68
2.47
14.1
12.7
5.97
4.16
2.76
4.46
-5.28
5.41
3.79
0.65
2.9
-5.02
1.33
1.62
-6.58
-4.24
0.11
11.89
3.35
2.23
-4.12
0.68
0.84
-0.04
8.11
-1.02
-0.23
-5.16
3.34
4.98
1.68
-5.04
-2.73
9.3
2.09
8.98
0.32
4.3
-7.12
5.6
-5.08
-10.11
-7.78
-0.51
2.16
1.8
8.03
0.26
2.96
5.37
4.94
1.39
3.68
4.23
197105
197106
197107
197108
197109
197110
197111
197112
197201
197202
197203
197204
197205
197206
197207
197208
197209
197210
197211
197212
197301
197302
197303
197304
197305
197306
197307
197308
197309
197310
197311
197312
197401
197402
197403
197404
197405
197406
197407
197408
197409
197410
197411
197412
197501
197502
197503
197504
197505
-1.49
1.04
-0.89
2.07
0.48
-3.26
0.58
9.1
0.35
3.8
0.09
2.1
0.32
-1.38
1.26
0.93
-1.31
1.96
5.85
2.16
-2.88
-3.8
-1.2
-4
-0.87
-3.29
5.76
-1.97
6.86
-2.31
-12.21
-1.17
1.89
0.39
-2.47
-3.23
-3.72
0.06
-12.59
-11.33
-13.06
20.34
-3.49
0.7
19.31
4.7
5.61
1.49
6.82
-1.69
1.11
-3.13
1.34
-0.75
0.99
0.7
13.33
2.86
6.48
-2.3
2.41
4.96
6.1
-1.93
5.19
-0.4
-3.8
4.85
-0.82
-5.25
1.94
0.78
-5.09
-0.52
-1.14
5.42
-1.71
-0.9
1.73
-14.02
2
-0.84
-1.73
-2.17
-3.66
-4.51
-3.25
-11.27
-17.48
-16.55
9.62
-4.15
-7.39
25.81
10.76
4.81
-3.86
5.2
-7.71
0.06
0.53
2.47
-2.87
-8.8
1.7
8.54
5.87
8.32
3.01
6.29
2.79
-0.75
-5.25
-2.71
-7.57
-1.07
10.15
-3.38
0.15
-1.23
0.52
-8.6
-1.9
3.53
5.38
-7.35
1.54
-0.54
-7.96
2.25
3.14
1.9
-5.96
-2.79
5.42
-0.47
-6.7
-2.82
-11.98
22.38
0.91
1.9
5.55
-3.31
5.77
4.96
2
-0.54
0.91
-10.02
8.75
-3.34
-6.42
0.94
13.86
10.02
7.15
-1.03
0.53
5.61
-2.16
-3.9
-2.52
-2.91
-0.09
4.7
5.75
-13.14
-11.68
-4.23
-8.72
-5.96
-10.05
15.67
-1.95
4.66
-7.23
-25.93
-3.5
8.81
-1.65
4.54
-7.72
1.03
-6.04
-13.04
-1.3
-20.3
9.25
-3.31
-10.08
31.08
12.96
14.97
8.44
3.45
-6.31
-0.6
-2.43
3.89
1.59
-3.28
-4.61
12.45
1.4
6.18
-1.71
2.94
1.73
-3.29
-5.78
0.11
-1.81
-3.61
5.07
1.87
-7.56
-4.83
-1.82
-12.16
-3.03
-4.18
10.56
-4.11
8.27
-4.06
-16.77
-4.36
-0.18
-3.45
3.96
-5.51
-1.95
1.25
-6.44
-11.32
-6.69
2.25
-2.37
-4.28
23.33
9.23
8.97
6.71
3.82
-1.05
3.37
-5.83
6.76
1.59
-4.21
1.71
8.48
3.2
6.58
4.14
2.34
4.02
-1.02
0.97
-0.79
1.77
2.08
0.29
4.43
-4.11
-0.89
-1.37
-5.45
-0.41
1.36
4.65
-4.47
-1.08
-0.88
-12.05
-3.01
-2.6
-3.42
-0.24
-4.19
1.02
-0.52
-13.46
-11.96
-17.39
16.68
-5.21
-5.35
17.31
11.51
3.51
6.7
2.34
-3.93
-1.77
-6.49
6.47
-0.28
-4.27
-1.97
10.69
5.15
2.38
-2.39
-1.34
-5.71
-3.55
-4.03
-0.11
-3.23
-1.24
9.98
-2.97
-6.84
-9.72
-4.6
-8.04
-7.35
-12.84
12.72
-7.98
10.04
-6.94
-25.1
-8.53
9.67
2.32
-1.63
-4.77
-6.9
-2.98
-4.14
-4.95
-9.77
3.89
-11.65
-3.02
32.39
-0.07
22.55
5.45
2.1
-2.1
2.02
-2.25
3.27
0.66
-2.5
0.58
7.9
2.6
7.13
0.46
1.08
3.52
2.51
3.13
1.05
-0.44
1.51
-0.56
3.74
-1.19
-0.71
0.78
-5.49
1.07
0
6.87
-6.89
0.78
1.83
-7.75
-4.47
-2.56
-1.23
1.22
-1.48
-0.11
-1.61
-14.15
-8.04
-15.56
29.58
-1.22
-3.32
-0.74
16.04
1.29
0.65
6.52
197506
197507
197508
197509
197510
197511
197512
197601
197602
197603
197604
197605
197606
197607
197608
197609
197610
197611
197612
197701
197702
197703
197704
197705
197706
197707
197708
197709
197710
197711
197712
197801
197802
197803
197804
197805
197806
197807
197808
197809
197810
197811
197812
197901
197902
197903
197904
197905
197906
4.97
-5.57
-2.02
-2.81
13.49
3.37
-2.2
7.86
-3.86
0.77
-0.96
-0.26
5.51
2.06
-0.37
0.4
-2.23
1.25
3.95
-4.36
-0.86
-0.97
-0.05
-0.68
4.3
2.5
-0.17
0.49
-4.56
3.31
-0.07
-5.17
-0.03
2.64
6.37
4.29
0.66
2.33
3.61
-0.73
-10.21
1.28
1.48
3.03
-4.04
2.41
-0.5
-1.4
3.23
3.32
-4.52
-4.68
-5.67
0.89
2.66
0.43
16.03
1.7
0.25
-4.23
-5.37
5.73
-0.39
-0.97
-2.2
-2.82
-8.21
9.32
-12.14
1.05
-3.36
-1.88
-2.44
1.62
-3.87
1.79
1.41
-4.32
5.53
-2.54
-0.32
0.08
3.17
4.33
5.01
-1.68
6.05
-0.38
1.42
-14.58
4.43
3.36
6.62
-3.91
8.07
2.21
-4.69
6.09
4.85
-6.65
-4.58
1.55
6.29
5.9
-0.33
7.43
-1.09
0.71
-1.4
-2.35
-2.74
2.73
3.85
6.64
0.14
2.41
3.98
-4.91
-0.4
-2.77
2.06
1.3
2.43
1.87
2.32
-1.07
-2.29
2.68
-1.86
-6.2
0.68
3.98
8.58
2.55
0.04
4.51
1.34
2.07
-8.24
2.56
2.49
0.54
-3
5.24
-0.21
-2.8
5.51
5.84
-6.71
-2.39
-2.38
0.64
3.55
-3.05
20.63
2.95
-0.43
-1.73
-1.41
4.61
-3.91
-3.43
-0.18
-0.71
-0.9
12.45
-5.26
-5.04
-0.36
-2.01
-2.1
7.89
-0.36
0.01
-1.94
-6.23
9.41
1.43
-7.16
-0.69
9.19
12.03
7.27
-0.9
7.5
6.47
-4.19
-18.04
7.04
2.15
5.39
-6.42
7.44
2.37
-2.05
2.23
3.63
-5.79
-2.8
-5.78
7.29
3.52
-0.5
15.91
2.01
-1.81
-2.42
-3.15
4.06
1.6
-0.78
5.01
-0.44
4.4
8.69
-1.97
-2.29
-1.5
1.03
0.58
8.25
-0.17
-1.13
-1.15
1.26
6.91
4.04
-8.2
-0.39
9.75
9.7
4.91
-0.38
7.05
7.29
-3.05
-13.37
2.77
2.59
6.71
-3.52
3.34
1.69
-2.65
2.14
3.22
-7.98
-4.44
-4.08
9.45
3.82
-3.35
12.34
-2.12
3.11
-4.35
-2.89
6.22
-2.28
-0.53
-0.46
-2.72
-1.21
3.76
-8.35
-2.18
-3.24
-0.53
-3.03
5.93
-1.69
2.53
-0.81
-6.59
2.42
-0.53
-7.37
-3.11
2.39
13.7
4.37
-1.94
7.38
2.75
-3.13
-9.23
3.18
0.91
3.38
-5.23
4.77
0.76
-2.71
0.93
10.26
-3.6
-5.84
1.83
12.7
8.45
-0.99
22.59
4.96
5.15
-2.1
-8.62
1.12
-1.57
-3.31
2.24
-0.98
8.25
6.99
-0.3
-4.64
-0.98
2.46
-4.84
6.49
-1.12
0.39
2.67
-1.83
8.84
0.6
-5.78
2.03
7.4
6.88
3.37
-3.24
1.71
5.94
-1.48
-15.4
3.19
1.47
10.41
-2.99
9.47
-0.37
0.42
0.97
0.95
-12.03
-3.32
-6.53
10.68
5.13
-6.36
7.73
-6.53
6.53
-4.3
-2.81
3.67
-0.38
2.17
3.62
-3.74
-9.71
6.26
-8.84
-0.21
-1.79
-5.21
-1.88
9.03
-2.24
3.83
-0.89
-1.75
6.08
0.62
-1.92
-3
4.17
9.25
5.17
1.14
8.86
0.99
-2.75
-12.84
5.19
3.41
1.42
-4.52
5.04
0.43
-2.64
4.83
197907
197908
197909
197910
197911
197912
198001
198002
198003
198004
198005
198006
198007
198008
198009
198010
198011
198012
198101
198102
198103
198104
198105
198106
198107
198108
198109
198110
198111
198112
198201
198202
198203
198204
198205
198206
198207
198208
198209
198210
198211
198212
198301
198302
198303
198304
198305
198306
198307
0.89
6.76
-1.79
-8.34
4.9
2.13
3.02
-5.76
-8.23
7.46
7.87
2.04
5.29
0.18
-0.71
-1.17
-0.31
3.03
2.3
2.27
6.95
0.01
2.77
-0.94
-1.11
-4.94
-2.02
8.98
1.72
0.34
-0.52
-0.72
3.18
6.38
-2.48
2.06
0.72
7.16
3.48
7.09
4.66
1.2
-0.71
1.07
5.61
5.19
-0.77
1.26
-2.55
0.75
11.87
-0.83
-9.61
8.21
4.