Stock Market Data
Jeslin,Ahatha,Arulmathi
2024-11-14
S & P Stock Market Data
library(ISLR)
library(dplyr)
Attaching package: 'dplyr'The following objects are masked from 'package:stats':
filter, lagThe following objects are masked from 'package:base':
intersect, setdiff, setequal, uniondata(package="ISLR")
df=ISLR::Weekly
str(df)'data.frame': 1089 obs. of 9 variables:
$ Year : num 1990 1990 1990 1990 1990 1990 1990 1990 1990 1990 ...
$ Lag1 : num 0.816 -0.27 -2.576 3.514 0.712 ...
$ Lag2 : num 1.572 0.816 -0.27 -2.576 3.514 ...
$ Lag3 : num -3.936 1.572 0.816 -0.27 -2.576 ...
$ Lag4 : num -0.229 -3.936 1.572 0.816 -0.27 ...
$ Lag5 : num -3.484 -0.229 -3.936 1.572 0.816 ...
$ Volume : num 0.155 0.149 0.16 0.162 0.154 ...
$ Today : num -0.27 -2.576 3.514 0.712 1.178 ...
$ Direction: Factor w/ 2 levels "Down","Up": 1 1 2 2 2 1 2 2 2 1 ...1. In Lag1, how many elements are positive or negative or zero values?
cou=df %>% mutate(vare=ifelse(Lag1>0,"Positive",ifelse(Lag1<0,"Negative","Zero")))
cou %>% count(vare) vare n
1 Negative 484
2 Positive 605The classification’s count is in column vare
2. What is the top20% of volume traded?
quantile(df$Volume,0.8) 80%
2.560501 The top 20 volume traded is 80 th percentile of volume
3. How many days the market direction is up / down?
df %>% count(Direction) Direction n
1 Down 484
2 Up 6054. What is the median price of Today?
median(df$Today)[1] 0.241It gives the median of the today
5. State the number of cases per year
no_of_case=df %>% group_by(Year) %>% summarise(cases=n())
no_of_case# A tibble: 21 × 2
Year cases
<dbl> <int>
1 1990 47
2 1991 52
3 1992 52
4 1993 52
5 1994 52
6 1995 52
7 1996 53
8 1997 52
9 1998 52
10 1999 52
# ℹ 11 more rowsThe case column gives number of cases for each year
6. Create a data set which has only 2001 data
ds<-df %>% filter(Year %in% 2001)
ds Year Lag1 Lag2 Lag3 Lag4 Lag5 Volume Today Direction
1 2001 1.097 -0.473 -4.215 4.156 -1.978 0.9875000 -1.661 Down
2 2001 -1.661 1.097 -0.473 -4.215 4.156 1.6429750 1.556 Up
3 2001 1.556 -1.661 1.097 -0.473 -4.215 1.2581000 1.819 Up
4 2001 1.819 1.556 -1.661 1.097 -0.473 1.3519000 0.924 Up
5 2001 0.924 1.819 1.556 -1.661 1.097 1.2123200 -0.404 Down
6 2001 -0.404 0.924 1.819 1.556 -1.661 1.1330800 -2.572 Down
7 2001 -2.572 -0.404 0.924 1.819 1.556 1.0827200 -1.006 Down
8 2001 -1.006 -2.572 -0.404 0.924 1.819 1.1351000 -4.277 Down
9 2001 -4.277 -1.006 -2.572 -0.404 0.924 1.2294750 -0.938 Down
10 2001 -0.938 -4.277 -1.006 -2.572 -0.404 1.2118200 -0.062 Down
11 2001 -0.062 -0.938 -4.277 -1.006 -2.572 1.0706400 -6.720 Down
12 2001 -6.720 -0.062 -0.938 -4.277 -1.006 1.3580720 -0.930 Down
13 2001 -0.930 -6.720 -0.062 -0.938 -4.277 1.3594500 1.799 Up
14 2001 1.799 -0.930 -6.720 -0.062 -0.938 1.2553800 -2.749 Down
15 2001 -2.749 1.799 -0.930 -6.720 -0.062 1.3402780 4.880 Up
16 2001 4.880 -2.749 1.799 -0.930 -6.720 1.2011750 5.026 Up
17 2001 5.026 4.880 -2.749 1.799 -0.930 1.3535800 0.810 Up
18 2001 0.810 5.026 4.880 -2.749 1.799 1.1738400 1.082 Up
19 2001 1.082 0.810 5.026 4.880 -2.749 1.2020600 -1.653 Down
20 2001 -1.653 1.082 0.810 5.026 4.880 1.0101200 3.716 Up
21 2001 3.716 -1.653 1.082 0.810 5.026 1.1643400 -1.089 Down
22 2001 -1.089 3.716 -1.653 1.082 0.810 1.0997800 -1.348 Down
23 2001 -1.348 -1.089 3.716 -1.653 1.082 1.1065500 0.340 Up
24 2001 0.340 -1.348 -1.089 3.716 -1.653 0.9662000 -4.000 Down
25 2001 -4.000 0.340 -1.348 -1.089 3.716 1.1897300 0.905 Up
26 2001 0.905 -4.000 0.340 -1.348 -1.089 1.2765240 -0.079 Down
27 2001 -0.079 0.905 -4.000 0.340 -1.348 1.3141520 -2.760 Down
28 2001 -2.760 -0.079 0.905 -4.000 0.340 0.9355025 2.107 Up
29 2001 2.107 -2.760 -0.079 0.905 -4.000 1.2418600 -0.397 Down
30 2001 -0.397 2.107 -2.760 -0.079 0.905 1.2217200 -0.415 Down
31 2001 -0.415 -0.397 2.107 -2.760 -0.079 1.1391000 0.707 Up
32 2001 0.707 -0.415 -0.397 2.107 -2.760 1.1073600 -1.992 Down
33 2001 -1.992 0.707 -0.415 -0.397 2.107 1.0026800 -2.369 Down
34 2001 -2.369 -1.992 0.707 -0.415 -0.397 0.9795000 1.976 Up
35 2001 1.976 -2.369 -1.992 0.707 -0.415 1.0158600 -4.334 Down
36 2001 -4.334 1.976 -2.369 -1.992 0.707 0.9741000 -4.217 Down
37 2001 -4.217 -4.334 1.976 -2.369 -1.992 1.3367000 -11.050 Down
38 2001 -11.050 -4.217 -4.334 1.976 -2.369 1.9500816 7.780 Up
39 2001 7.780 -11.050 -4.217 -4.334 1.976 1.5956000 2.924 Up
40 2001 2.924 7.780 -11.050 -4.217 -4.334 1.4053600 1.892 Up
41 2001 1.892 2.924 7.780 -11.050 -4.217 1.3110360 -1.664 Down
42 2001 -1.664 1.892 2.924 7.780 -11.050 1.2490400 2.900 Up
43 2001 2.900 -1.664 1.892 2.924 7.780 1.2736200 -1.576 Down
44 2001 -1.576 2.900 -1.664 1.892 2.924 1.2390600 3.045 Up
45 2001 3.045 -1.576 2.900 -1.664 1.892 1.3292600 1.637 Up
46 2001 1.637 3.045 -1.576 2.900 -1.664 1.3194000 1.027 Up
47 2001 1.027 1.637 3.045 -1.576 2.900 1.0216500 -0.947 Down
48 2001 -0.947 1.027 1.637 3.045 -1.576 1.3121600 1.655 Up
49 2001 1.655 -0.947 1.027 1.637 3.045 1.4045600 -3.041 Down
50 2001 -3.041 1.655 -0.947 1.027 1.637 1.3707800 1.941 Up
51 2001 1.941 -3.041 1.655 -0.947 1.027 1.4567600 1.409 Up
52 2001 1.409 1.941 -3.041 1.655 -0.947 0.7561175 0.990 Upds is the dataset which has only year 2001
7. What can you say about the distribution of lag1, lag3, lag5?
library(ggplot2)
plot1=ggplot(df,aes(y=Lag1))+geom_boxplot()
plot1
plot2=ggplot(df,aes(y=Lag2))+geom_boxplot()
plot2
plot3=ggplot(df,aes(y=Lag3))+geom_boxplot()
plot3
By the distribution it shows that the negative value is higher in three plots
8. Discuss the distribution of percentage return for today based on Direction of the market?
plot4=ggplot(df,aes(x=Today,y=Direction))+geom_point()
plot4
The value up is in positive value and the down is in negative value
9.Compute year wise mean volume
year_wise=df %>% group_by(Year) %>% summarise(mean(Volume))
year_wise# A tibble: 21 × 2
Year `mean(Volume)`
<dbl> <dbl>
1 1990 0.155
2 1991 0.178
3 1992 0.203
4 1993 0.264
5 1994 0.290
6 1995 0.345
7 1996 0.408
8 1997 0.523
9 1998 0.669
10 1999 0.808
# ℹ 11 more rowsThe year_wise gives the mean of volume year wise
10.Compute year wise 5 percentiles (10%, 30%, 50%, 70%, 90%) of percentage return of today
year_per=df %>% group_by(Year) %>% reframe(quantile(Today,m=c(0.1,0.3,0.5,0.7,0.9)))
year_per# A tibble: 105 × 2
Year `quantile(Today, m = c(0.1, 0.3, 0.5, 0.7, 0.9))`
<dbl> <dbl>
1 1990 -4.98
2 1990 -1.91
3 1990 0.041
4 1990 1.38
5 1990 4.15
6 1991 -2.67
7 1991 -0.99
8 1991 0.569
9 1991 1.47
10 1991 5.39
# ℹ 95 more rows11.Present the results of previous question in a tabular form
data.frame(year_per) Year quantile.Today..m...c.0.1..0.3..0.5..0.7..0.9..
1 1990 -4.97800
2 1990 -1.91250
3 1990 0.04100
4 1990 1.38050
5 1990 4.15000
6 1991 -2.66800
7 1991 -0.99000
8 1991 0.56900
9 1991 1.47300
10 1991 5.39300
11 1992 -2.02900
12 1992 -0.92625
13 1992 0.31500
14 1992 0.83050
15 1992 3.06400
16 1993 -2.65300
17 1993 -0.52850
18 1993 0.14850
19 1993 0.80700
20 1993 2.31300
21 1994 -3.41400
22 1994 -0.59400
23 1994 0.04700
24 1994 0.74275
25 1994 3.07600
26 1995 -1.32100
27 1995 -0.15500
28 1995 0.64150
29 1995 1.21700
30 1995 2.25200
31 1996 -2.92000
32 1996 -1.15800
33 1996 0.56600
34 1996 1.50600
35 1996 4.18100
36 1997 -3.50600
37 1997 -1.10350
38 1997 0.17500
39 1997 2.12075
40 1997 6.21900
41 1998 -5.18400
42 1998 -1.31100
43 1998 1.08900
44 1998 2.38100
45 1998 7.31700
46 1999 -6.63200
47 1999 -1.31500
48 1999 0.60050
49 1999 1.91125
50 1999 5.77100
51 2000 -10.53800
52 2000 -1.90175
53 2000 -0.89450
54 2000 1.42400
55 2000 7.20200
56 2001 -11.05000
57 2001 -1.66175
58 2001 -0.07050
59 2001 1.69100
60 2001 7.78000
61 2002 -7.99200
62 2002 -2.18000
63 2002 -0.57500
64 2002 1.28175
65 2002 5.87400
66 2003 -4.47800
67 2003 -0.70350
68 2003 0.56250
69 2003 1.39025
70 2003 7.50300
71 2004 -3.42600
72 2004 -0.80525
73 2004 0.11300
74 2004 1.04375
75 2004 3.18300
76 2005 -3.26600
77 2005 -0.80200
78 2005 0.18200
79 2005 1.07825
80 2005 3.05300
81 2006 -2.78800
82 2006 -0.50750
83 2006 0.16900
84 2006 1.21875
85 2006 3.08500
86 2007 -4.89900
87 2007 -1.13300
88 2007 0.06600
89 2007 1.49100
90 2007 3.54400
91 2008 -18.19500
92 2008 -2.87650
93 2008 -0.43300
94 2008 1.21300
95 2008 12.02600
96 2009 -7.03500
97 2009 -1.85925
98 2009 0.37000
99 2009 2.29150
100 2009 10.70700
101 2010 -6.38800
102 2010 -0.73175
103 2010 0.51650
104 2010 1.87675
105 2010 5.4160012.Create a new variable in the data set for classifying Lag1 positive and zero or negative
new=df %>% mutate(vare=ifelse(Lag1>0,"Positive",ifelse(Lag1<0,"Negative","Zero")))
new Year Lag1 Lag2 Lag3 Lag4 Lag5 Volume Today Direction
1 1990 0.816 1.572 -3.936 -0.229 -3.484 0.1549760 -0.270 Down
2 1990 -0.270 0.816 1.572 -3.936 -0.229 0.1485740 -2.576 Down
3 1990 -2.576 -0.270 0.816 1.572 -3.936 0.1598375 3.514 Up
4 1990 3.514 -2.576 -0.270 0.816 1.572 0.1616300 0.712 Up
5 1990 0.712 3.514 -2.576 -0.270 0.816 0.1537280 1.178 Up
6 1990 1.178 0.712 3.514 -2.576 -0.270 0.1544440 -1.372 Down
7 1990 -1.372 1.178 0.712 3.514 -2.576 0.1517220 0.807 Up
8 1990 0.807 -1.372 1.178 0.712 3.514 0.1323100 0.041 Up
9 1990 0.041 0.807 -1.372 1.178 0.712 0.1439720 1.253 Up
10 1990 1.253 0.041 0.807 -1.372 1.178 0.1336350 -2.678 Down
11 1990 -2.678 1.253 0.041 0.807 -1.372 0.1490240 -1.793 Down
12 1990 -1.793 -2.678 1.253 0.041 0.807 0.1357900 2.820 Up
13 1990 2.820 -1.793 -2.678 1.253 0.041 0.1398980 4.022 Up
14 1990 4.022 2.820 -1.793 -2.678 1.253 0.1643420 0.750 Up
15 1990 0.750 4.022 2.820 -1.793 -2.678 0.1756480 -0.017 Down
16 1990 -0.017 0.750 4.022 2.820 -1.793 0.1634700 2.420 Up
17 1990 2.420 -0.017 0.750 4.022 2.820 0.1726250 -1.225 Down
18 1990 -1.225 2.420 -0.017 0.750 4.022 0.1684460 1.171 Up
19 1990 1.171 -1.225 2.420 -0.017 0.750 0.1552920 -2.061 Down
20 1990 -2.061 1.171 -1.225 2.420 -0.017 0.1433920 0.729 Up
21 1990 0.729 -2.061 1.171 -1.225 2.420 0.1405540 0.112 Up
22 1990 0.112 0.729 -2.061 1.171 -1.225 0.1250750 2.480 Up
23 1990 2.480 0.112 0.729 -2.061 1.171 0.1716040 -1.552 Down
24 1990 -1.552 2.480 0.112 0.729 -2.061 0.1669560 -2.259 Down
25 1990 -2.259 -1.552 2.480 0.112 0.729 0.1717180 -2.428 Down
26 1990 -2.428 -2.259 -1.552 2.480 0.112 0.2098160 -2.708 Down
27 1990 -2.708 -2.428 -2.259 -1.552 2.480 0.1927060 -2.292 Down
28 1990 -2.292 -2.708 -2.428 -2.259 -1.552 0.1482520 -4.978 Down
29 1990 -4.978 -2.292 -2.708 -2.428 -2.259 0.1898580 3.547 Up
30 1990 3.547 -4.978 -2.292 -2.708 -2.428 0.1278840 0.260 Up
31 1990 0.260 3.547 -4.978 -2.292 -2.708 0.1157425 -2.032 Down
32 1990 -2.032 0.260 3.547 -4.978 -2.292 0.1239240 -1.739 Down
33 1990 -1.739 -2.032 0.260 3.547 -4.978 0.1490820 -1.693 Down
34 1990 -1.693 -1.739 -2.032 0.260 3.547 0.1718560 1.781 Up
35 1990 1.781 -1.693 -1.739 -2.032 0.260 0.1649700 -3.682 Down
36 1990 -3.682 1.781 -1.693 -1.739 -2.032 0.1564540 4.150 Up
37 1990 4.150 -3.682 1.781 -1.693 -1.739 0.1802800 -2.487 Down
38 1990 -2.487 4.150 -3.682 1.781 -1.693 0.1439780 2.343 Up
39 1990 2.343 -2.487 4.150 -3.682 1.781 0.1542920 0.606 Up
40 1990 0.606 2.343 -2.487 4.150 -3.682 0.1480060 1.077 Up
41 1990 1.077 0.606 2.343 -2.487 4.150 0.1635500 -0.637 Down
42 1990 -0.637 1.077 0.606 2.343 -2.487 0.1265325 2.260 Up
43 1990 2.260 -0.637 1.077 0.606 2.343 0.1515780 1.716 Up
44 1990 1.716 2.260 -0.637 1.077 0.606 0.1979940 -0.284 Down
45 1990 -0.284 1.716 2.260 -0.637 1.077 0.1558740 1.508 Up
46 1990 1.508 -0.284 1.716 2.260 -0.637 0.1767000 -0.913 Down
47 1990 -0.913 1.508 -0.284 1.716 2.260 0.0874650 -2.349 Down
48 1991 -2.349 -0.913 1.508 -0.284 1.716 0.1306700 -1.798 Down
49 1991 -1.798 -2.349 -0.913 1.508 -0.284 0.1425320 5.393 Up
50 1991 5.393 -1.798 -2.349 -0.913 1.508 0.1822480 1.156 Up
51 1991 1.156 5.393 -1.798 -2.349 -0.913 0.1798940 2.077 Up
52 1991 2.077 1.156 5.393 -1.798 -2.349 0.1949980 4.751 Up
53 1991 4.751 2.077 1.156 5.393 -1.798 0.2596560 2.702 Up
54 1991 2.702 4.751 2.077 1.156 5.393 0.2381400 -0.924 Down
55 1991 -0.924 2.702 4.751 2.077 1.156 0.1937775 1.318 Up
56 1991 1.318 -0.924 2.702 4.751 2.077 0.2027840 1.209 Up
57 1991 1.209 1.318 -0.924 2.702 4.751 0.2239460 -0.363 Down
58 1991 -0.363 1.209 1.318 -0.924 2.702 0.1967520 -1.635 Down
59 1991 -1.635 -0.363 1.209 1.318 -0.924 0.1795400 2.106 Up
60 1991 2.106 -1.635 -0.363 1.209 1.318 0.1763050 0.037 Up
61 1991 0.037 2.106 -1.635 -0.363 1.209 0.1865580 1.343 Up
62 1991 1.343 0.037 2.106 -1.635 -0.363 0.1743280 0.999 Up
63 1991 0.999 1.343 0.037 2.106 -1.635 0.2072280 -1.348 Down
64 1991 -1.348 0.999 1.343 0.037 2.106 0.1641080 0.470 Up
65 1991 0.470 -1.348 0.999 1.343 0.037 0.1766460 -1.329 Down
66 1991 -1.329 0.470 -1.348 0.999 1.343 0.1585660 -0.892 Down
67 1991 -0.892 -1.329 0.470 -1.348 0.999 0.1718580 1.370 Up
68 1991 1.370 -0.892 -1.329 0.470 -1.348 0.1486320 3.269 Up
69 1991 3.269 1.370 -0.892 -1.329 0.470 0.2043200 -2.668 Down
70 1991 -2.668 3.269 1.370 -0.892 -1.329 0.1757660 0.754 Up
71 1991 0.754 -2.668 3.269 1.370 -0.892 0.1538140 -1.188 Down
72 1991 -1.188 0.754 -2.668 3.269 1.370 0.1606320 -1.745 Down
73 1991 -1.745 -1.188 0.754 -2.668 3.269 0.1615340 0.787 Up
74 1991 0.787 -1.745 -1.188 0.754 -2.668 0.1338150 1.649 Up
75 1991 1.649 0.787 -1.745 -1.188 0.754 0.1602280 1.044 Up
76 1991 1.044 1.649 0.787 -1.745 -1.188 0.1863660 -0.856 Down
77 1991 -0.856 1.044 1.649 0.787 -1.745 0.1483000 1.641 Up
78 1991 1.641 -0.856 1.044 1.649 0.787 0.1609440 -0.015 Down
79 1991 -0.015 1.641 -0.856 1.044 1.649 0.1564720 -0.398 Down
80 1991 -0.398 -0.015 1.641 -0.856 1.044 0.1693200 2.228 Up
81 1991 2.228 -0.398 -0.015 1.641 -0.856 0.2018520 0.320 Up
82 1991 0.320 2.228 -0.398 -0.015 1.641 0.1485440 -1.601 Down
83 1991 -1.601 0.320 2.228 -0.398 -0.015 0.1600150 -1.416 Down
84 1991 -1.416 -1.601 0.320 2.228 -0.398 0.1473080 1.129 Up
85 1991 1.129 -1.416 -1.601 0.320 2.228 0.1895540 -0.521 Down
86 1991 -0.521 1.129 -1.416 -1.601 0.320 0.1579680 -1.205 Down
87 1991 -1.205 -0.521 1.129 -1.416 -1.601 0.1630180 0.052 Up
88 1991 0.052 -1.205 -0.521 1.129 -1.416 0.1650700 2.897 Up
89 1991 2.897 0.052 -1.205 -0.521 1.129 0.1958320 -2.115 Down
90 1991 -2.115 2.897 0.052 -1.205 -0.521 0.1760080 1.853 Up
91 1991 1.853 -2.115 2.897 0.052 -1.205 0.1870600 0.401 Up
92 1991 0.401 1.853 -2.115 2.897 0.052 0.1767860 -2.614 Down
93 1991 -2.614 0.401 1.853 -2.115 2.897 0.1903460 -1.694 Down
94 1991 -1.694 -2.614 0.401 1.853 -2.115 0.2123900 -0.245 Down
95 1991 -0.245 -1.694 -2.614 0.401 1.853 0.1585575 1.034 Up
96 1991 1.034 -0.245 -1.694 -2.614 0.401 0.1858220 1.417 Up
97 1991 1.417 1.034 -0.245 -1.694 -2.614 0.1925060 0.668 Up
98 1991 0.668 1.417 1.034 -0.245 -1.694 0.2144540 5.018 Up
99 1991 5.018 0.668 1.417 1.034 -0.245 0.1746800 3.169 Up
100 1992 3.169 5.018 0.668 1.417 1.034 0.2311300 -1.011 Down
101 1992 -1.011 3.169 5.018 0.668 1.417 0.2646440 0.906 Up
102 1992 0.906 -1.011 3.169 5.018 0.668 0.2809220 -0.807 Down
103 1992 -0.807 0.906 -1.011 3.169 5.018 0.2152000 -1.613 Down
104 1992 -1.613 -0.807 0.906 -1.011 3.169 0.2101220 0.565 Up
105 1992 0.565 -1.613 -0.807 0.906 -1.011 0.2309160 0.338 Up
106 1992 0.338 0.565 -1.613 -0.807 0.906 0.2133280 -0.255 Down
107 1992 -0.255 0.338 0.565 -1.613 -0.807 0.2498925 0.309 Up
108 1992 0.309 -0.255 0.338 0.565 -1.613 0.2093640 -2.001 Down
109 1992 -2.001 0.309 -0.255 0.338 0.565 0.1958180 0.346 Up
110 1992 0.346 -2.001 0.309 -0.255 0.338 0.1816380 1.345 Up
111 1992 1.345 0.346 -2.001 0.309 -0.255 0.1956880 -1.896 Down
112 1992 -1.896 1.345 0.346 -2.001 0.309 0.1768340 -0.483 Down
113 1992 -0.483 -1.896 1.345 0.346 -2.001 0.1753340 0.682 Up
114 1992 0.682 -0.483 -1.896 1.345 0.346 0.2130720 2.906 Up
115 1992 2.906 0.682 -0.483 -1.896 1.345 0.2093025 -1.687 Down
116 1992 -1.687 2.906 0.682 -0.483 -1.896 0.2120920 0.858 Up
117 1992 0.858 -1.687 2.906 0.682 -0.483 0.1939760 0.853 Up
118 1992 0.853 0.858 -1.687 2.906 0.682 0.1825480 -1.433 Down
119 1992 -1.433 0.853 0.858 -1.687 2.906 0.1812680 0.958 Up
120 1992 0.958 -1.433 0.853 0.858 -1.687 0.1736520 0.321 Up
121 1992 0.321 0.958 -1.433 0.853 0.858 0.1948125 -0.450 Down
122 1992 -0.450 0.321 0.958 -1.433 0.853 0.2005260 -0.900 Down
123 1992 -0.900 -0.450 0.321 0.958 -1.433 0.1899600 -1.486 Down
124 1992 -1.486 -0.900 -0.450 0.321 0.958 0.2090600 -0.054 Down
125 1992 -0.054 -1.486 -0.900 -0.450 0.321 0.1779640 2.062 Up
126 1992 2.062 -0.054 -1.486 -0.900 -0.450 0.2016825 0.692 Up
127 1992 0.692 2.062 -0.054 -1.486 -0.900 0.1973500 0.241 Up
128 1992 0.241 0.692 2.062 -0.054 -1.486 0.1900040 -0.967 Down
129 1992 -0.967 0.241 0.692 2.062 -0.054 0.1738120 3.064 Up
130 1992 3.064 -0.967 0.241 0.692 2.062 0.2049880 -1.256 Down
131 1992 -1.256 3.064 -0.967 0.241 0.692 0.1751500 0.246 Up
132 1992 0.246 -1.256 3.064 -0.967 0.241 0.1691100 -1.205 Down
133 1992 -1.205 0.246 -1.256 3.064 -0.967 0.1799740 -0.002 Down
134 1992 -0.002 -1.205 0.246 -1.256 3.064 0.1742340 0.540 Up
135 1992 0.540 -0.002 -1.205 0.246 -1.256 0.1717040 0.599 Up
136 1992 0.599 0.540 -0.002 -1.205 0.246 0.1856975 0.798 Up
137 1992 0.798 0.599 0.540 -0.002 -1.205 0.2239920 -2.029 Down
138 1992 -2.029 0.798 0.599 0.540 -0.002 0.1900160 -0.936 Down
139 1992 -0.936 -2.029 0.798 0.599 0.540 0.1813580 -1.903 Down
140 1992 -1.903 -0.936 -2.029 0.798 0.599 0.2116740 2.253 Up
141 1992 2.253 -1.903 -0.936 -2.029 0.798 0.1877460 0.576 Up
142 1992 0.576 2.253 -1.903 -0.936 -2.029 0.2229840 1.106 Up
143 1992 1.106 0.576 2.253 -1.903 -0.936 0.2004360 -0.263 Down
144 1992 -0.263 1.106 0.576 2.253 -1.903 0.2061720 1.161 Up
145 1992 1.161 -0.263 1.106 0.576 2.253 0.2166900 0.999 Up
146 1992 0.999 1.161 -0.263 1.106 0.576 0.2113040 0.823 Up
147 1992 0.823 0.999 1.161 -0.263 1.106 0.1869475 0.442 Up
148 1992 0.442 0.823 0.999 1.161 -0.263 0.2418440 0.387 Up
149 1992 0.387 0.442 0.823 0.999 1.161 0.2174480 1.741 Up
150 1992 1.741 0.387 0.442 0.823 0.999 0.2595760 -0.342 Down
151 1992 -0.342 1.741 0.387 0.442 0.823 0.2011225 -0.923 Down
152 1993 -0.923 -0.342 1.741 0.387 0.442 0.1768675 -1.529 Down
153 1993 -1.529 -0.923 -0.342 1.741 0.387 0.2610240 1.888 Up
154 1993 1.888 -1.529 -0.923 -0.342 1.741 0.2585360 -0.238 Down
155 1993 -0.238 1.888 -1.529 -0.923 -0.342 0.2598000 0.612 Up
156 1993 0.612 -0.238 1.888 -1.529 -0.923 0.2768100 2.313 Up
157 1993 2.313 0.612 -0.238 1.888 -1.529 0.3062780 -0.969 Down
158 1993 -0.969 2.313 0.612 -0.238 1.888 0.2419440 -2.330 Down
159 1993 -2.330 -0.969 2.313 0.612 -0.238 0.3142350 2.110 Up
160 1993 2.110 -2.330 -0.969 2.313 0.612 0.2888800 0.616 Up
161 1993 0.616 2.110 -2.330 -0.969 2.313 0.2534580 0.834 Up
162 1993 0.834 0.616 2.110 -2.330 -0.969 0.2668100 0.078 Up
163 1993 0.078 0.834 0.616 2.110 -2.330 0.2473720 -0.533 Down
164 1993 -0.533 0.078 0.834 0.616 2.110 0.2436800 -1.427 Down
165 1993 -1.427 -0.533 0.078 0.834 0.616 0.2536420 0.102 Up
166 1993 0.102 -1.427 -0.533 0.078 0.834 0.2935325 1.607 Up
167 1993 1.607 0.102 -1.427 -0.533 0.078 0.2736760 -2.653 Down
168 1993 -2.653 1.607 0.102 -1.427 -0.533 0.2840400 0.723 Up
169 1993 0.723 -2.653 1.607 0.102 -1.427 0.2665200 0.482 Up
170 1993 0.482 0.723 -2.653 1.607 0.102 0.2493100 -0.622 Down
171 1993 -0.622 0.482 0.723 -2.653 1.607 0.2513140 1.429 Up
172 1993 1.429 -0.622 0.482 0.723 -2.653 0.2805160 0.976 Up
173 1993 0.976 1.429 -0.622 0.482 0.723 0.2405880 -0.029 Down
174 1993 -0.029 0.976 1.429 -0.622 0.482 0.2593150 -0.622 Down
175 1993 -0.622 -0.029 0.976 1.429 -0.622 0.2431880 -0.800 Down
176 1993 -0.800 -0.622 -0.029 0.976 1.429 0.2504720 0.884 Up
177 1993 0.884 -0.800 -0.622 -0.029 0.976 0.2478640 -0.393 Down
178 1993 -0.393 0.884 -0.800 -0.622 -0.029 0.2624620 0.509 Up
179 1993 0.509 -0.393 0.884 -0.800 -0.622 0.2515250 -0.527 Down
180 1993 -0.527 0.509 -0.393 0.884 -0.800 0.2554740 0.303 Up
181 1993 0.303 -0.527 0.509 -0.393 0.884 0.2488360 0.230 Up
182 1993 0.230 0.303 -0.527 0.509 -0.393 0.2536180 0.123 Up
183 1993 0.123 0.230 0.303 -0.527 0.509 0.2393200 0.325 Up
184 1993 0.325 0.123 0.230 0.303 -0.527 0.2499000 1.337 Up
185 1993 1.337 0.325 0.123 0.230 0.303 0.2756060 0.960 Up
186 1993 0.960 1.337 0.325 0.123 0.230 0.2470120 0.174 Up
187 1993 0.174 0.960 1.337 0.325 0.123 0.2298160 0.082 Up
188 1993 0.082 0.174 0.960 1.337 0.325 0.2601550 -0.626 Down
189 1993 -0.626 0.082 0.174 0.960 1.337 0.2818200 -0.262 Down
190 1993 -0.262 -0.626 0.082 0.174 0.960 0.2708040 0.798 Up
191 1993 0.798 -0.262 -0.626 0.082 0.174 0.2607580 -0.210 Down
192 1993 -0.210 0.798 -0.262 -0.626 0.082 0.2599660 1.996 Up
193 1993 1.996 -0.210 0.798 -0.262 -0.626 0.2913200 -1.327 Down
194 1993 -1.327 1.996 -0.210 0.798 -0.262 0.3061380 0.984 Up
195 1993 0.984 -1.327 1.996 -0.210 0.798 0.2792920 -1.766 Down
196 1993 -1.766 0.984 -1.327 1.996 -0.210 0.3126480 1.266 Up
197 1993 1.266 -1.766 0.984 -1.327 1.996 0.2808420 -0.599 Down
198 1993 -0.599 1.266 -1.766 0.984 -1.327 0.2976820 0.099 Up
199 1993 0.099 -0.599 1.266 -1.766 0.984 0.2153450 0.395 Up
200 1993 0.395 0.099 -0.599 1.266 -1.766 0.2755940 -0.207 Down
201 1993 -0.207 0.395 0.099 -0.599 1.266 0.2851420 0.528 Up
202 1993 0.528 -0.207 0.395 0.099 -0.599 0.3023540 0.214 Up
203 1993 0.214 0.528 -0.207 0.395 0.099 0.2572375 -0.199 Down
204 1994 -0.199 0.214 0.528 -0.207 0.395 0.2012360 0.740 Up
205 1994 0.740 -0.199 0.214 0.528 -0.207 0.3375300 1.066 Up
206 1994 1.066 0.740 -0.199 0.214 0.528 0.3037120 -0.040 Down
207 1994 -0.040 1.066 0.740 -0.199 0.214 0.3021980 0.838 Up
208 1994 0.838 -0.040 1.066 0.740 -0.199 0.3174640 -1.857 Down
209 1994 -1.857 0.838 -0.040 1.066 0.740 0.3342140 0.079 Up
210 1994 0.079 -1.857 0.838 -0.040 1.066 0.3080220 -0.530 Down
211 1994 -0.530 0.079 -1.857 0.838 -0.040 0.2997340 -0.346 Down
212 1994 -0.346 -0.530 0.079 -1.857 0.838 0.2993575 -0.285 Down
213 1994 -0.285 -0.346 -0.530 0.079 -1.857 0.3075820 0.366 Up
214 1994 0.366 -0.285 -0.346 -0.530 0.079 0.3133540 0.990 Up
215 1994 0.990 0.366 -0.285 -0.346 -0.530 0.3275420 -2.225 Down
216 1994 -2.225 0.990 0.366 -0.285 -0.346 0.2729000 -3.216 Down
217 1994 -3.216 -2.225 0.990 0.366 -0.285 0.3467025 0.298 Up
218 1994 0.298 -3.216 -2.225 0.990 0.366 0.3131500 -0.206 Down
219 1994 -0.206 0.298 -3.216 -2.225 0.990 0.2727760 0.325 Up
220 1994 0.325 -0.206 0.298 -3.216 -2.225 0.3271540 0.733 Up
221 1994 0.733 0.325 -0.206 0.298 -3.216 0.2924025 -0.685 Down
222 1994 -0.685 0.733 0.325 -0.206 0.298 0.2799880 -0.822 Down
223 1994 -0.822 -0.685 0.733 0.325 -0.206 0.2701540 2.427 Up
224 1994 2.427 -0.822 -0.685 0.733 0.325 0.2965020 0.530 Up
225 1994 0.530 2.427 -0.822 -0.685 0.733 0.2452100 0.612 Up
226 1994 0.612 0.530 2.427 -0.822 -0.685 0.2599325 -0.317 Down
227 1994 -0.317 0.612 0.530 2.427 -0.822 0.2450220 -0.048 Down
228 1994 -0.048 -0.317 0.612 0.530 2.427 0.2863540 -3.414 Down
229 1994 -3.414 -0.048 -0.317 0.612 0.530 0.2594200 0.768 Up
230 1994 0.768 -3.414 -0.048 -0.317 0.612 0.2549380 0.751 Up
231 1994 0.751 0.768 -3.414 -0.048 -0.317 0.2319750 1.025 Up
232 1994 1.025 0.751 0.768 -3.414 -0.048 0.2678500 -0.231 Down
233 1994 -0.231 1.025 0.751 0.768 -3.414 0.2601100 1.137 Up
234 1994 1.137 -0.231 1.025 0.751 0.768 0.2426740 -0.255 Down
235 1994 -0.255 1.137 -0.231 1.025 0.751 0.2712360 1.061 Up
236 1994 1.061 -0.255 1.137 -0.231 1.025 0.2562580 0.377 Up
237 1994 0.377 1.061 -0.255 1.137 -0.231 0.2806120 2.183 Up
238 1994 2.183 0.377 1.061 -0.255 1.137 0.2885940 -0.593 Down
239 1994 -0.593 2.183 0.377 1.061 -0.255 0.2828460 -0.597 Down
240 1994 -0.597 -0.593 2.183 0.377 1.061 0.2695925 0.643 Up
241 1994 0.643 -0.597 -0.593 2.183 0.377 0.3056400 -2.445 Down
242 1994 -2.445 0.643 -0.597 -0.593 2.183 0.3120520 0.661 Up
243 1994 0.661 -2.445 0.643 -0.597 -0.593 0.2974120 -1.645 Down
244 1994 -1.645 0.661 -2.445 0.643 -0.597 0.3022540 3.076 Up
245 1994 3.076 -1.645 0.661 -2.445 0.643 0.2855740 -0.897 Down
246 1994 -0.897 3.076 -1.645 0.661 -2.445 0.2924040 1.910 Up
247 1994 1.910 -0.897 3.076 -1.645 0.661 0.3281440 -2.425 Down
248 1994 -2.425 1.910 -0.897 3.076 -1.645 0.3029700 0.015 Up
249 1994 0.015 -2.425 1.910 -0.897 3.076 0.2770760 -0.190 Down
250 1994 -0.190 0.015 -2.425 1.910 -0.897 0.3147460 -1.989 Down
251 1994 -1.989 -0.190 0.015 -2.425 1.910 0.3073375 0.223 Up
252 1994 0.223 -1.989 -0.190 0.015 -2.425 0.2842840 -1.399 Down
253 1994 -1.399 0.223 -1.989 -0.190 0.015 0.3079280 2.649 Up
254 1994 2.649 -1.399 0.223 -1.989 -0.190 0.3524980 0.224 Up
255 1994 0.224 2.649 -1.399 0.223 -1.989 0.3028760 -0.122 Down
256 1995 -0.122 0.224 2.649 -1.399 0.223 0.2410875 0.307 Up
257 1995 0.307 -0.122 0.224 2.649 -1.399 0.2997700 1.148 Up
258 1995 1.148 0.307 -0.122 0.224 2.649 0.3254660 -0.255 Down
259 1995 -0.255 1.148 0.307 -0.122 0.224 0.3334800 1.207 Up
260 1995 1.207 -0.255 1.148 0.307 -0.122 0.3256220 1.756 Up
261 1995 1.756 1.207 -0.255 1.148 0.307 0.3777120 0.587 Up
262 1995 0.587 1.756 1.207 -0.255 1.148 0.3159840 0.106 Up
263 1995 0.106 0.587 1.756 1.207 -0.255 0.3287980 1.274 Up
264 1995 1.274 0.106 0.587 1.756 1.207 0.3361900 -0.551 Down
265 1995 -0.551 1.274 0.106 0.587 1.756 0.3252960 0.855 Up
266 1995 0.855 -0.551 1.274 0.106 0.587 0.3412920 1.215 Up
267 1995 1.215 0.855 -0.551 1.274 0.106 0.3370060 1.100 Up
268 1995 1.100 1.215 0.855 -0.551 1.274 0.3317740 -0.052 Down
269 1995 -0.052 1.100 1.215 0.855 -0.551 0.3437140 1.140 Up
270 1995 1.140 -0.052 1.100 1.215 0.855 0.3154800 0.555 Up
271 1995 0.555 1.140 -0.052 1.100 1.215 0.3002750 -0.145 Down
272 1995 -0.145 0.555 1.140 -0.052 1.100 0.3656720 1.223 Up
273 1995 1.223 -0.145 0.555 1.140 -0.052 0.3400340 1.051 Up
274 1995 1.051 1.223 -0.145 0.555 1.140 0.3538260 1.044 Up
275 1995 1.044 1.051 1.223 -0.145 0.555 0.3472000 -1.210 Down
276 1995 -1.210 1.044 1.051 1.223 -0.145 0.3472520 0.859 Up
277 1995 0.859 -1.210 1.044 1.051 1.223 0.3346200 1.692 Up
278 1995 1.692 0.859 -1.210 1.044 1.051 0.3382800 -0.858 Down
279 1995 -0.858 1.692 0.859 -1.210 1.044 0.3246500 2.252 Up
280 1995 2.252 -0.858 1.692 0.859 -1.210 0.3475580 1.830 Up
281 1995 1.830 2.252 -0.858 1.692 0.859 0.3692460 -0.902 Down
282 1995 -0.902 1.830 2.252 -0.858 1.692 0.3272920 2.133 Up
283 1995 2.133 -0.902 1.830 2.252 -0.858 0.3406975 0.633 Up
284 1995 0.633 2.133 -0.902 1.830 2.252 0.3806520 -1.120 Down
285 1995 -1.120 0.633 2.133 -0.902 1.830 0.3999660 1.682 Up
286 1995 1.682 -1.120 0.633 2.133 -0.902 0.3500260 -0.709 Down
287 1995 -0.709 1.682 -1.120 0.633 2.133 0.3332680 -0.685 Down
288 1995 -0.685 -0.709 1.682 -1.120 0.633 0.2922080 0.739 Up
289 1995 0.739 -0.685 -0.709 1.682 -1.120 0.3320220 0.159 Up
290 1995 0.159 0.739 -0.685 -0.709 1.682 0.2882340 0.668 Up
291 1995 0.668 0.159 0.739 -0.685 -0.709 0.2933280 1.568 Up
292 1995 1.568 0.668 0.159 0.739 -0.685 0.3354675 1.863 Up
293 1995 1.863 1.568 0.668 0.159 0.739 0.3736020 -0.278 Down
294 1995 -0.278 1.863 1.568 0.668 0.159 0.3670400 0.461 Up
295 1995 0.461 -0.278 1.863 1.568 0.668 0.3502040 -0.329 Down
296 1995 -0.329 0.461 -0.278 1.863 1.568 0.3422940 0.345 Up
297 1995 0.345 -0.329 0.461 -0.278 1.863 0.3495020 0.506 Up
298 1995 0.506 0.345 -0.329 0.461 -0.278 0.3728760 -1.321 Down
299 1995 -1.321 0.506 0.345 -0.329 0.461 0.4046820 1.875 Up
300 1995 1.875 -1.321 0.506 0.345 -0.329 0.3640420 0.364 Up
301 1995 0.364 1.875 -1.321 0.506 0.345 0.3426020 1.240 Up
302 1995 1.240 0.364 1.875 -1.321 0.506 0.3773680 -0.017 Down
303 1995 -0.017 1.240 0.364 1.875 -1.321 0.3180800 1.168 Up
304 1995 1.168 -0.017 1.240 0.364 1.875 0.3999260 1.730 Up
305 1995 1.730 1.168 -0.017 1.240 0.364 0.3935560 -0.185 Down
306 1995 -0.185 1.730 1.168 -0.017 1.240 0.4418640 -0.712 Down
307 1995 -0.712 -0.185 1.730 1.168 -0.017 0.4095280 0.650 Up
308 1996 0.650 -0.712 -0.185 1.730 1.168 0.2698725 0.127 Up
309 1996 0.127 0.650 -0.712 -0.185 1.730 0.4457050 -2.416 Down
310 1996 -2.416 0.127 0.650 -0.712 -0.185 0.3673580 1.665 Up
311 1996 1.665 -2.416 0.127 0.650 -0.712 0.4276500 1.600 Up
312 1996 1.600 1.665 -2.416 0.127 0.650 0.4260600 2.288 Up
313 1996 2.288 1.600 1.665 -2.416 0.127 0.4362680 3.229 Up
314 1996 3.229 2.288 1.600 1.665 -2.416 0.4518080 -1.278 Down
315 1996 -1.278 3.229 2.288 1.600 1.665 0.4244220 1.713 Up
316 1996 1.713 -1.278 3.229 2.288 1.600 0.4389325 -2.232 Down
317 1996 -2.232 1.713 -1.278 3.229 2.288 0.4406220 -1.687 Down
318 1996 -1.687 -2.232 1.713 -1.278 3.229 0.4527060 1.252 Up
319 1996 1.252 -1.687 -2.232 1.713 -1.278 0.4680220 1.433 Up
320 1996 1.433 1.252 -1.687 -2.232 1.713 0.3963500 -0.787 Down
321 1996 -0.787 1.433 1.252 -1.687 -2.232 0.3854660 1.605 Up
322 1996 1.605 -0.787 1.433 1.252 -1.687 0.3921950 -2.920 Down
323 1996 -2.920 1.605 -0.787 1.433 1.252 0.4493460 1.313 Up
324 1996 1.313 -2.920 1.605 -0.787 1.433 0.4231440 1.301 Up
325 1996 1.301 1.313 -2.920 1.605 -0.787 0.4413860 -1.810 Down
326 1996 -1.810 1.301 1.313 -2.920 1.605 0.4038020 1.630 Up
327 1996 1.630 -1.810 1.301 1.313 -2.920 0.4229460 2.579 Up
328 1996 2.579 1.630 -1.810 1.301 1.313 0.4247240 1.435 Up
329 1996 1.435 2.579 1.630 -1.810 1.301 0.3958560 -1.384 Down
330 1996 -1.384 1.435 2.579 1.630 -1.810 0.3554800 0.626 Up
331 1996 0.626 -1.384 1.435 2.579 1.630 0.3995040 -1.108 Down
332 1996 -1.108 0.626 -1.384 1.435 2.579 0.3856620 0.149 Up
333 1996 0.149 -1.108 0.626 -1.384 1.435 0.4033420 0.568 Up
334 1996 0.568 0.149 -1.108 0.626 -1.384 0.3976600 -1.967 Down
335 1996 -1.967 0.568 0.149 -1.108 0.626 0.3128700 -1.711 Down
336 1996 -1.711 -1.967 0.568 0.149 -1.108 0.4212580 -1.154 Down
337 1996 -1.154 -1.711 -1.967 0.568 0.149 0.4996720 -0.443 Down
338 1996 -0.443 -1.154 -1.711 -1.967 0.568 0.3935040 4.181 Up
339 1996 4.181 -0.443 -1.154 -1.711 -1.967 0.3814800 -0.059 Down
340 1996 -0.059 4.181 -0.443 -1.154 -1.711 0.3421440 0.470 Up
341 1996 0.470 -0.059 4.181 -0.443 -1.154 0.3359400 0.274 Up
342 1996 0.274 0.470 -0.059 4.181 -0.443 0.3281640 -2.255 Down
343 1996 -2.255 0.274 0.470 -0.059 4.181 0.2935780 0.566 Up
344 1996 0.566 -2.255 0.274 0.470 -0.059 0.3517925 3.791 Up
345 1996 3.791 0.566 -2.255 0.274 0.470 0.3897100 0.954 Up
346 1996 0.954 3.791 0.566 -2.255 0.274 0.4389060 -0.122 Down
347 1996 -0.122 0.954 3.791 0.566 -2.255 0.4250500 2.225 Up
348 1996 2.225 -0.122 0.954 3.791 0.566 0.4201380 -0.114 Down
349 1996 -0.114 2.225 -0.122 0.954 3.791 0.4030540 1.450 Up
350 1996 1.450 -0.114 2.225 -0.122 0.954 0.4347920 -1.393 Down
351 1996 -1.393 1.450 -0.114 2.225 -0.122 0.4108400 0.407 Up
352 1996 0.407 -1.393 1.450 -0.114 2.225 0.4427260 3.844 Up
353 1996 3.844 0.407 -1.393 1.450 -0.114 0.4599800 0.930 Up
354 1996 0.930 3.844 0.407 -1.393 1.450 0.4529980 1.506 Up
355 1996 1.506 0.930 3.844 0.407 -1.393 0.4676080 1.107 Up
356 1996 1.107 1.506 0.930 3.844 0.407 0.3488525 -2.301 Down
357 1996 -2.301 1.107 1.506 0.930 3.844 0.4822980 -1.482 Down
358 1996 -1.482 -2.301 1.107 1.506 0.930 0.4546720 2.776 Up
359 1996 2.776 -1.482 -2.301 1.107 1.506 0.5297280 1.058 Up
360 1996 1.058 2.776 -1.482 -2.301 1.107 0.2542150 -1.158 Down
361 1997 -1.158 1.058 2.776 -1.482 -2.301 0.4137550 1.533 Up
362 1997 1.533 -1.158 1.058 2.776 -1.482 0.5456600 2.195 Up
363 1997 2.195 1.533 -1.158 1.058 2.776 0.5147840 -0.728 Down
364 1997 -0.728 2.195 1.533 -1.158 1.058 0.5657940 2.030 Up
365 1997 2.030 -0.728 2.195 1.533 -1.158 0.5176880 0.432 Up
366 1997 0.432 2.030 -0.728 2.195 1.533 0.5222440 2.396 Up
367 1997 2.396 0.432 2.030 -0.728 2.195 0.5207640 -0.830 Down
368 1997 -0.830 2.396 0.432 2.030 -0.728 0.4910325 -1.366 Down
369 1997 -1.366 -0.830 2.396 0.432 2.030 0.5073520 1.789 Up
370 1997 1.789 -1.366 -0.830 2.396 0.432 0.5112380 -1.466 Down
371 1997 -1.466 1.789 -1.366 -0.830 2.396 0.4902660 -1.144 Down
372 1997 -1.144 -1.466 1.789 -1.366 -0.830 0.5268820 -1.303 Down
373 1997 -1.303 -1.144 -1.466 1.789 -1.366 0.4807375 -2.065 Down
374 1997 -2.065 -1.303 -1.144 -1.466 1.789 0.5184900 -2.672 Down
375 1997 -2.672 -2.065 -1.303 -1.144 -1.466 0.4444500 3.889 Up
376 1997 3.889 -2.672 -2.065 -1.303 -1.144 0.4771380 -0.127 Down
377 1997 -0.127 3.889 -2.672 -2.065 -1.303 0.4604280 6.219 Up
378 1997 6.219 -0.127 3.889 -2.672 -2.065 0.4936760 1.453 Up
379 1997 1.453 6.219 -0.127 3.889 -2.672 0.5286960 0.603 Up
380 1997 0.603 1.453 6.219 -0.127 3.889 0.4798080 2.083 Up
381 1997 2.083 0.603 1.453 6.219 -0.127 0.4361380 0.148 Up
382 1997 0.148 2.083 0.603 1.453 6.219 0.4808225 1.147 Up
383 1997 1.147 0.148 2.083 0.603 1.453 0.4742620 4.110 Up
384 1997 4.110 1.147 0.148 2.083 0.603 0.5350140 0.608 Up
385 1997 0.608 4.110 1.147 0.148 2.083 0.5278160 -1.268 Down
386 1997 -1.268 0.608 4.110 1.147 0.148 0.5221900 3.338 Up
387 1997 3.338 -1.268 0.608 4.110 1.147 0.5018450 -0.026 Down
388 1997 -0.026 3.338 -1.268 0.608 4.110 0.5370580 -0.151 Down
389 1997 -0.151 -0.026 3.338 -1.268 0.608 0.5901360 2.566 Up
390 1997 2.566 -0.151 -0.026 3.338 -1.268 0.5497100 0.889 Up
391 1997 0.889 2.566 -0.151 -0.026 3.338 0.5283020 -1.436 Down
392 1997 -1.436 0.889 2.566 -0.151 -0.026 0.5372720 -3.506 Down
393 1997 -3.506 -1.436 0.889 2.566 -0.151 0.5270280 2.523 Up
394 1997 2.523 -3.506 -1.436 0.889 2.566 0.5080780 -2.606 Down
395 1997 -2.606 2.523 -3.506 -1.436 0.889 0.4460920 3.289 Up
396 1997 3.289 -2.606 2.523 -3.506 -1.436 0.5341600 -0.553 Down
397 1997 -0.553 3.289 -2.606 2.523 -3.506 0.5210840 2.879 Up
398 1997 2.879 -0.553 3.289 -2.606 2.523 0.5785660 -0.557 Down
399 1997 -0.557 2.879 -0.553 3.289 -2.606 0.5367020 2.096 Up
400 1997 2.096 -0.557 2.879 -0.553 3.289 0.5522780 0.202 Up
401 1997 0.202 2.096 -0.557 2.879 -0.553 0.5346440 -2.360 Down
402 1997 -2.360 0.202 2.096 -0.557 2.879 0.5184860 -0.267 Down
403 1997 -0.267 -2.360 0.202 2.096 -0.557 0.6061160 -2.869 Down
404 1997 -2.869 -0.267 -2.360 0.202 2.096 0.8048480 1.409 Up
405 1997 1.409 -2.869 -0.267 -2.360 0.202 0.5529760 0.091 Up
406 1997 0.091 1.409 -2.869 -0.267 -2.360 0.5549720 3.742 Up
407 1997 3.742 0.091 1.409 -2.869 -0.267 0.5708500 -0.798 Down
408 1997 -0.798 3.742 0.091 1.409 -2.869 0.4449075 2.972 Up
409 1997 2.972 -0.798 3.742 0.091 1.409 0.5976180 -3.090 Down
410 1997 -3.090 2.972 -0.798 3.742 0.091 0.5685580 -0.693 Down
411 1997 -0.693 -3.090 2.972 -0.798 3.742 0.6502880 -1.090 Down
412 1997 -1.090 -0.693 -3.090 2.972 -0.798 0.3666550 4.120 Up
413 1998 4.120 -1.090 -0.693 -3.090 2.972 0.4441675 -4.856 Down
414 1998 -4.856 4.120 -1.090 -0.693 -3.090 0.6624760 3.646 Up
415 1998 3.646 -4.856 4.120 -1.090 -0.693 0.6389200 -0.408 Down
416 1998 -0.408 3.646 -4.856 4.120 -1.090 0.6383225 2.369 Up
417 1998 2.369 -0.408 3.646 -4.856 4.120 0.6613660 3.283 Up
418 1998 3.283 2.369 -0.408 3.646 -4.856 0.6770980 0.754 Up
419 1998 0.754 3.283 2.369 -0.408 3.646 0.5820660 1.384 Up
420 1998 1.384 0.754 3.283 2.369 -0.408 0.5970025 1.463 Up
421 1998 1.463 1.384 0.754 3.283 2.369 0.5945440 0.605 Up
422 1998 0.605 1.463 1.384 0.754 3.283 0.6323760 1.224 Up
423 1998 1.224 0.605 1.463 1.384 0.754 0.6209240 2.859 Up
424 1998 2.859 1.224 0.605 1.463 1.384 0.6356360 -0.338 Down
425 1998 -0.338 2.859 1.224 0.605 1.463 0.6205160 2.488 Up
426 1998 2.488 -0.338 2.859 1.224 0.605 0.6355720 -1.072 Down
427 1998 -1.072 2.488 -0.338 2.859 1.224 0.6154600 1.085 Up
428 1998 1.085 -1.072 2.488 -0.338 2.859 0.6470180 -1.320 Down
429 1998 -1.320 1.085 -1.072 2.488 -0.338 0.6509300 1.182 Up
430 1998 1.182 -1.320 1.085 -1.072 2.488 0.6561840 -1.147 Down
431 1998 -1.147 1.182 -1.320 1.085 -1.072 0.5784000 0.053 Up
432 1998 0.053 -1.147 1.182 -1.320 1.085 0.5931280 0.157 Up
433 1998 0.157 0.053 -1.147 1.182 -1.320 0.5336800 -1.770 Down
434 1998 -1.770 0.157 0.053 -1.147 1.182 0.5922825 2.112 Up
435 1998 2.112 -1.770 0.157 0.053 -1.147 0.5697960 -1.348 Down
436 1998 -1.348 2.112 -1.770 0.157 0.053 0.5954360 0.165 Up
437 1998 0.165 -1.348 2.112 -1.770 0.157 0.6621520 2.957 Up
438 1998 2.957 0.165 -1.348 2.112 -1.770 0.6187000 1.167 Up
439 1998 1.167 2.957 0.165 -1.348 2.112 0.6333400 1.562 Up
440 1998 1.562 1.167 2.957 0.165 -1.348 0.5973100 1.926 Up
441 1998 1.926 1.562 1.167 2.957 0.165 0.6589820 -3.872 Down
442 1998 -3.872 1.926 1.562 1.167 2.957 0.6800560 -1.765 Down
443 1998 -1.765 -3.872 1.926 1.562 1.167 0.6602500 -2.786 Down
444 1998 -2.786 -1.765 -3.872 1.926 1.562 0.7704200 -2.451 Down
445 1998 -2.451 -2.786 -1.765 -3.872 1.926 0.6740020 1.740 Up
446 1998 1.740 -2.451 -2.786 -1.765 -3.872 0.6511880 -5.004 Down
447 1998 -5.004 1.740 -2.451 -2.786 -1.765 0.7352000 -5.184 Down
448 1998 -5.184 -5.004 1.740 -2.451 -2.786 0.9379000 3.611 Up
449 1998 3.611 -5.184 -5.004 1.740 -2.451 0.8046250 1.093 Up
450 1998 1.093 3.611 -5.184 -5.004 1.740 0.7451400 2.417 Up
451 1998 2.417 1.093 3.611 -5.184 -5.004 0.7494360 -4.034 Down
452 1998 -4.034 2.417 1.093 3.611 -5.184 0.8106600 -1.816 Down
453 1998 -1.816 -4.034 2.417 1.093 3.611 0.9265800 7.317 Up
454 1998 7.317 -1.816 -4.034 2.417 1.093 0.8390800 1.349 Up
455 1998 1.349 7.317 -1.816 -4.034 2.417 0.7668880 2.615 Up
456 1998 2.615 1.349 7.317 -1.816 -4.034 0.7072620 3.854 Up
457 1998 3.854 2.615 1.349 7.317 -1.816 0.7545000 -1.340 Down
458 1998 -1.340 3.854 2.615 1.349 7.317 0.6489120 3.361 Up
459 1998 3.361 -1.340 3.854 2.615 1.349 0.6730980 2.473 Up
460 1998 2.473 3.361 -1.340 3.854 2.615 0.5952075 -1.308 Down
461 1998 -1.308 2.473 3.361 -1.340 3.854 0.7426600 -0.874 Down
462 1998 -0.874 -1.308 2.473 3.361 -1.340 0.7061200 1.849 Up
463 1998 1.849 -0.874 -1.308 2.473 3.361 0.7648400 3.219 Up
464 1998 3.219 1.849 -0.874 -1.308 2.473 0.5924450 0.241 Up
465 1999 0.241 3.219 1.849 -0.874 -1.308 0.6078675 3.731 Up
466 1999 3.731 0.241 3.219 1.849 -0.874 0.8879400 -2.496 Down
467 1999 -2.496 3.731 0.241 3.219 1.849 0.8290000 -1.453 Down
468 1999 -1.453 -2.496 3.731 0.241 3.219 0.8372250 4.444 Up
469 1999 4.444 -1.453 -2.496 3.731 0.241 0.8559800 -3.145 Down
470 1999 -3.145 4.444 -1.453 -2.496 3.731 0.8495600 -0.748 Down
471 1999 -0.748 -3.145 4.444 -1.453 -2.496 0.7340200 0.739 Up
472 1999 0.739 -0.748 -3.145 4.444 -1.453 0.7078150 -0.072 Down
473 1999 -0.072 0.739 -0.748 -3.145 4.444 0.7613400 2.999 Up
474 1999 2.999 -0.072 0.739 -0.748 -3.145 0.7621200 1.499 Up
475 1999 1.499 2.999 -0.072 0.739 -0.748 0.8181600 0.363 Up
476 1999 0.363 1.499 2.999 -0.072 0.739 0.7954200 -1.269 Down
477 1999 -1.269 0.363 1.499 2.999 -0.072 0.7445600 0.851 Up
478 1999 0.851 -1.269 0.363 1.499 2.999 0.7760500 4.223 Up
479 1999 4.223 0.851 -1.269 0.363 1.499 0.7732600 -2.177 Down
480 1999 -2.177 4.223 0.851 -1.269 0.363 0.9331600 2.870 Up
481 1999 2.870 -2.177 4.223 0.851 -1.269 0.9585200 -1.597 Down
482 1999 -1.597 2.870 -2.177 4.223 0.851 0.8991000 0.735 Up
483 1999 0.735 -1.597 2.870 -2.177 4.223 0.8696600 -0.535 Down
484 1999 -0.535 0.735 -1.597 2.870 -2.177 0.7919200 -0.561 Down
485 1999 -0.561 -0.535 0.735 -1.597 2.870 0.7317600 -2.139 Down
486 1999 -2.139 -0.561 -0.535 0.735 -1.597 0.7827120 1.990 Up
487 1999 1.990 -2.139 -0.561 -0.535 0.735 0.7064750 -2.569 Down
488 1999 -2.569 1.990 -2.139 -0.561 -0.535 0.6853800 3.803 Up
489 1999 3.803 -2.569 1.990 -2.139 -0.561 0.7575200 -2.050 Down
490 1999 -2.050 3.803 -2.569 1.990 -2.139 0.6897520 5.771 Up
491 1999 5.771 -2.050 3.803 -2.569 1.990 0.8093960 0.867 Up
492 1999 0.867 5.771 -2.050 3.803 -2.569 0.7614250 1.105 Up
493 1999 1.105 0.867 5.771 -2.050 3.803 0.7420600 -4.359 Down
494 1999 -4.359 1.105 0.867 5.771 -2.050 0.7169820 -2.080 Down
495 1999 -2.080 -4.359 1.105 0.867 5.771 0.7070100 -2.140 Down
496 1999 -2.140 -2.080 -4.359 1.105 0.867 0.7473300 2.106 Up
497 1999 2.106 -2.140 -2.080 -4.359 1.105 0.7500200 0.673 Up
498 1999 0.673 2.106 -2.140 -2.080 -4.359 0.6606500 0.872 Up
499 1999 0.872 0.673 2.106 -2.140 -2.080 0.7137900 0.665 Up
500 1999 0.665 0.872 0.673 2.106 -2.140 0.7036200 -0.411 Down
501 1999 -0.411 0.665 0.872 0.673 2.106 0.7722250 -1.201 Down
502 1999 -1.201 -0.411 0.665 0.872 0.673 0.7561200 -4.348 Down
503 1999 -4.348 -1.201 -0.411 0.665 0.872 0.7942200 0.427 Up
504 1999 0.427 -4.348 -1.201 -0.411 0.665 0.8871600 4.148 Up
505 1999 4.148 0.427 -4.348 -1.201 -0.411 0.8778600 -6.632 Down
506 1999 -6.632 4.148 0.427 -4.348 -1.201 0.8121200 4.348 Up
507 1999 4.348 -6.632 4.148 0.427 -4.348 0.9249800 4.708 Up
508 1999 4.708 4.348 -6.632 4.148 0.427 0.9722000 0.536 Up
509 1999 0.536 4.708 4.348 -6.632 4.148 0.9337800 1.885 Up
510 1999 1.885 0.536 4.708 4.348 -6.632 0.8874600 1.858 Up
511 1999 1.858 1.885 0.536 4.708 4.348 0.9229000 -0.378 Down
512 1999 -0.378 1.858 1.885 0.536 4.708 0.7116300 1.177 Up
513 1999 1.177 -0.378 1.858 1.885 0.536 0.9217400 -1.134 Down
514 1999 -1.134 1.177 -0.378 1.858 1.885 1.0137800 0.282 Up
515 1999 0.282 -1.134 1.177 -0.378 1.858 1.0918800 2.626 Up
516 1999 2.626 0.282 -1.134 1.177 -0.378 0.8616750 0.748 Up
517 2000 0.748 2.626 0.282 -1.134 1.177 0.5749180 -1.891 Down
518 2000 -1.891 0.748 2.626 0.282 -1.134 1.0687600 1.643 Up
519 2000 1.643 -1.891 0.748 2.626 0.282 1.0339400 -1.624 Down
520 2000 -1.624 1.643 -1.891 0.748 2.626 1.1137500 -5.634 Down
521 2000 -5.634 -1.624 1.643 -1.891 0.748 1.1064200 4.721 Up
522 2000 4.721 -5.634 -1.624 1.643 -1.891 1.0410000 -2.615 Down
523 2000 -2.615 4.721 -5.634 -1.624 1.643 1.0201600 -2.958 Down
524 2000 -2.958 -2.615 4.721 -5.634 -1.624 1.0230600 -0.946 Down
525 2000 -0.946 -2.958 -2.615 4.721 -5.634 1.0634750 5.686 Up
526 2000 5.686 -0.946 -2.958 -2.615 4.721 1.1707600 -1.001 Down
527 2000 -1.001 5.686 -0.946 -2.958 -2.615 1.1615800 4.975 Up
528 2000 4.975 -1.001 5.686 -0.946 -2.958 1.2380600 4.301 Up
529 2000 4.301 4.975 -1.001 5.686 -0.946 1.0384400 -1.891 Down
530 2000 -1.891 4.301 4.975 -1.001 5.686 1.0685600 1.186 Up
531 2000 1.186 -1.891 4.301 4.975 -1.001 1.1094120 -10.538 Down
532 2000 -10.538 1.186 -1.891 4.301 4.975 1.0625400 5.748 Up
533 2000 5.748 -10.538 1.186 -1.891 4.301 1.0529250 1.247 Up
534 2000 1.247 5.748 -10.538 1.186 -1.891 1.0070000 -1.363 Down
535 2000 -1.363 1.247 5.748 -10.538 1.186 0.9401400 -0.815 Down
536 2000 -0.815 -1.363 1.247 5.748 -10.538 0.9004800 -0.986 Down
537 2000 -0.986 -0.815 -1.363 1.247 5.748 0.8584400 -2.056 Down
538 2000 -2.056 -0.986 -0.815 -1.363 1.247 0.9196600 7.202 Up
539 2000 7.202 -2.056 -0.986 -0.815 -1.363 0.9818000 -1.375 Down
540 2000 -1.375 7.202 -2.056 -0.986 -0.815 0.8567200 0.515 Up
541 2000 0.515 -1.375 7.202 -2.056 -0.986 0.9803800 -1.569 Down
542 2000 -1.569 0.515 -1.375 7.202 -2.056 0.9666200 0.910 Up
543 2000 0.910 -1.569 0.515 -1.375 7.202 1.1194400 1.671 Up
544 2000 1.671 0.910 -1.569 0.515 -1.375 0.8375500 2.102 Up
545 2000 2.102 1.671 0.910 -1.569 0.515 0.9615600 -1.973 Down
546 2000 -1.973 2.102 1.671 0.910 -1.569 0.9513200 -4.074 Down
547 2000 -4.074 -1.973 2.102 1.671 0.910 1.0443800 3.031 Up
548 2000 3.031 -4.074 -1.973 2.102 1.671 0.9874800 0.609 Up
549 2000 0.609 3.031 -4.074 -1.973 2.102 0.9354600 1.351 Up
550 2000 1.351 0.609 3.031 -4.074 -1.973 0.8706600 0.987 Up
551 2000 0.987 1.351 0.609 3.031 -4.074 0.7888200 0.951 Up
552 2000 0.951 0.987 1.351 0.609 3.031 0.8343800 -1.727 Down
553 2000 -1.727 0.951 0.987 1.351 0.609 0.9450250 -1.920 Down
554 2000 -1.920 -1.727 0.951 0.987 1.351 1.0482400 -1.166 Down
555 2000 -1.166 -1.920 -1.727 0.951 0.987 1.0764600 -0.843 Down
556 2000 -0.843 -1.166 -1.920 -1.727 0.951 1.1334000 -1.916 Down
557 2000 -1.916 -0.843 -1.166 -1.920 -1.727 1.1285800 -2.471 Down
558 2000 -2.471 -1.916 -0.843 -1.166 -1.920 1.1521200 1.656 Up
559 2000 1.656 -2.471 -1.916 -0.843 -1.166 1.2167800 -1.242 Down
560 2000 -1.242 1.656 -2.471 -1.916 -0.843 1.1822200 3.415 Up
561 2000 3.415 -1.242 1.656 -2.471 -1.916 1.1850200 -4.255 Down
562 2000 -4.255 3.415 -1.242 1.656 -2.471 0.9589200 0.127 Up
563 2000 0.127 -4.255 3.415 -1.242 1.656 1.0683200 -1.897 Down
564 2000 -1.897 0.127 -4.255 3.415 -1.242 0.8652425 -1.978 Down
565 2000 -1.978 -1.897 0.127 -4.255 3.415 0.9516260 4.156 Up
566 2000 4.156 -1.978 -1.897 0.127 -4.255 1.1777800 -4.215 Down
567 2000 -4.215 4.156 -1.978 -1.897 0.127 1.2206600 -0.473 Down
568 2000 -0.473 -4.215 4.156 -1.978 -1.897 1.2946800 1.097 Up
569 2001 1.097 -0.473 -4.215 4.156 -1.978 0.9875000 -1.661 Down
570 2001 -1.661 1.097 -0.473 -4.215 4.156 1.6429750 1.556 Up
571 2001 1.556 -1.661 1.097 -0.473 -4.215 1.2581000 1.819 Up
572 2001 1.819 1.556 -1.661 1.097 -0.473 1.3519000 0.924 Up
573 2001 0.924 1.819 1.556 -1.661 1.097 1.2123200 -0.404 Down
574 2001 -0.404 0.924 1.819 1.556 -1.661 1.1330800 -2.572 Down
575 2001 -2.572 -0.404 0.924 1.819 1.556 1.0827200 -1.006 Down
576 2001 -1.006 -2.572 -0.404 0.924 1.819 1.1351000 -4.277 Down
577 2001 -4.277 -1.006 -2.572 -0.404 0.924 1.2294750 -0.938 Down
578 2001 -0.938 -4.277 -1.006 -2.572 -0.404 1.2118200 -0.062 Down
579 2001 -0.062 -0.938 -4.277 -1.006 -2.572 1.0706400 -6.720 Down
580 2001 -6.720 -0.062 -0.938 -4.277 -1.006 1.3580720 -0.930 Down
581 2001 -0.930 -6.720 -0.062 -0.938 -4.277 1.3594500 1.799 Up
582 2001 1.799 -0.930 -6.720 -0.062 -0.938 1.2553800 -2.749 Down
583 2001 -2.749 1.799 -0.930 -6.720 -0.062 1.3402780 4.880 Up
584 2001 4.880 -2.749 1.799 -0.930 -6.720 1.2011750 5.026 Up
585 2001 5.026 4.880 -2.749 1.799 -0.930 1.3535800 0.810 Up
586 2001 0.810 5.026 4.880 -2.749 1.799 1.1738400 1.082 Up
587 2001 1.082 0.810 5.026 4.880 -2.749 1.2020600 -1.653 Down
588 2001 -1.653 1.082 0.810 5.026 4.880 1.0101200 3.716 Up
589 2001 3.716 -1.653 1.082 0.810 5.026 1.1643400 -1.089 Down
590 2001 -1.089 3.716 -1.653 1.082 0.810 1.0997800 -1.348 Down
591 2001 -1.348 -1.089 3.716 -1.653 1.082 1.1065500 0.340 Up
592 2001 0.340 -1.348 -1.089 3.716 -1.653 0.9662000 -4.000 Down
593 2001 -4.000 0.340 -1.348 -1.089 3.716 1.1897300 0.905 Up
594 2001 0.905 -4.000 0.340 -1.348 -1.089 1.2765240 -0.079 Down
595 2001 -0.079 0.905 -4.000 0.340 -1.348 1.3141520 -2.760 Down
596 2001 -2.760 -0.079 0.905 -4.000 0.340 0.9355025 2.107 Up
597 2001 2.107 -2.760 -0.079 0.905 -4.000 1.2418600 -0.397 Down
598 2001 -0.397 2.107 -2.760 -0.079 0.905 1.2217200 -0.415 Down
599 2001 -0.415 -0.397 2.107 -2.760 -0.079 1.1391000 0.707 Up
600 2001 0.707 -0.415 -0.397 2.107 -2.760 1.1073600 -1.992 Down
601 2001 -1.992 0.707 -0.415 -0.397 2.107 1.0026800 -2.369 Down
602 2001 -2.369 -1.992 0.707 -0.415 -0.397 0.9795000 1.976 Up
603 2001 1.976 -2.369 -1.992 0.707 -0.415 1.0158600 -4.334 Down
604 2001 -4.334 1.976 -2.369 -1.992 0.707 0.9741000 -4.217 Down
605 2001 -4.217 -4.334 1.976 -2.369 -1.992 1.3367000 -11.050 Down
606 2001 -11.050 -4.217 -4.334 1.976 -2.369 1.9500816 7.780 Up
607 2001 7.780 -11.050 -4.217 -4.334 1.976 1.5956000 2.924 Up
608 2001 2.924 7.780 -11.050 -4.217 -4.334 1.4053600 1.892 Up
609 2001 1.892 2.924 7.780 -11.050 -4.217 1.3110360 -1.664 Down
610 2001 -1.664 1.892 2.924 7.780 -11.050 1.2490400 2.900 Up
611 2001 2.900 -1.664 1.892 2.924 7.780 1.2736200 -1.576 Down
612 2001 -1.576 2.900 -1.664 1.892 2.924 1.2390600 3.045 Up
613 2001 3.045 -1.576 2.900 -1.664 1.892 1.3292600 1.637 Up
614 2001 1.637 3.045 -1.576 2.900 -1.664 1.3194000 1.027 Up
615 2001 1.027 1.637 3.045 -1.576 2.900 1.0216500 -0.947 Down
616 2001 -0.947 1.027 1.637 3.045 -1.576 1.3121600 1.655 Up
617 2001 1.655 -0.947 1.027 1.637 3.045 1.4045600 -3.041 Down
618 2001 -3.041 1.655 -0.947 1.027 1.637 1.3707800 1.941 Up
619 2001 1.941 -3.041 1.655 -0.947 1.027 1.4567600 1.409 Up
620 2001 1.409 1.941 -3.041 1.655 -0.947 0.7561175 0.990 Up
621 2002 0.990 1.409 1.941 -3.041 1.655 1.2566250 -2.295 Down
622 2002 -2.295 0.990 1.409 1.941 -3.041 1.3060000 -1.573 Down
623 2002 -1.573 -2.295 0.990 1.409 1.941 1.3738400 0.506 Up
624 2002 0.506 -1.573 -2.295 0.990 1.409 1.4221750 -0.978 Down
625 2002 -0.978 0.506 -1.573 -2.295 0.990 1.5885200 -2.315 Down
626 2002 -2.315 -0.978 0.506 -1.573 -2.295 1.5390400 0.726 Up
627 2002 0.726 -2.315 -0.978 0.506 -1.573 1.2202400 -1.299 Down
628 2002 -1.299 0.726 -2.315 -0.978 0.506 1.3553500 3.848 Up
629 2002 3.848 -1.299 0.726 -2.315 -0.978 1.3838200 2.874 Up
630 2002 2.874 3.848 -1.299 0.726 -2.315 1.5228600 0.159 Up
631 2002 0.159 2.874 3.848 -1.299 0.726 1.3142600 -1.497 Down
632 2002 -1.497 0.159 2.874 3.848 -1.299 1.2623800 -0.114 Down
633 2002 -0.114 -1.497 0.159 2.874 3.848 1.1523000 -2.149 Down
634 2002 -2.149 -0.114 -1.497 0.159 2.874 1.1682600 -1.044 Down
635 2002 -1.044 -2.149 -0.114 -1.497 0.159 1.3132600 1.275 Up
636 2002 1.275 -1.044 -2.149 -0.114 -1.497 1.2765800 -4.342 Down
637 2002 -4.342 1.275 -1.044 -2.149 -0.114 1.3670200 -0.269 Down
638 2002 -0.269 -4.342 1.275 -1.044 -2.149 1.4086400 -1.718 Down
639 2002 -1.718 -0.269 -4.342 1.275 -1.044 1.2608400 4.891 Up
640 2002 4.891 -1.718 -0.269 -4.342 1.275 1.2908600 -2.058 Down
641 2002 -2.058 4.891 -1.718 -0.269 -4.342 1.0809800 -1.539 Down
642 2002 -1.539 -2.058 4.891 -1.718 -0.269 1.1605500 -3.712 Down
643 2002 -3.712 -1.539 -2.058 4.891 -1.718 1.4067600 -1.972 Down
644 2002 -1.972 -3.712 -1.539 -2.058 4.891 1.4377640 -1.800 Down
645 2002 -1.800 -1.972 -3.712 -1.539 -2.058 1.3305400 0.069 Up
646 2002 0.069 -1.800 -1.972 -3.712 -1.539 1.8212380 -0.080 Down
647 2002 -0.080 0.069 -1.800 -1.972 -3.712 1.3689250 -6.839 Down
648 2002 -6.839 -0.080 0.069 -1.800 -1.972 1.6076160 -7.992 Down
649 2002 -7.992 -6.839 -0.080 0.069 -1.800 2.2750800 0.600 Up
650 2002 0.600 -7.992 -6.839 -0.080 0.069 2.3370880 1.337 Up
651 2002 1.337 0.600 -7.992 -6.839 -0.080 1.7728800 5.137 Up
652 2002 5.137 1.337 0.600 -7.992 -6.839 1.4743200 2.215 Up
653 2002 2.215 5.137 1.337 0.600 -7.992 1.3276800 1.302 Up
654 2002 1.302 2.215 5.137 1.337 0.600 1.2811800 -2.635 Down
655 2002 -2.635 1.302 2.215 5.137 1.337 1.1344400 -2.418 Down
656 2002 -2.418 -2.635 1.302 2.215 5.137 1.3119250 -0.460 Down
657 2002 -0.460 -2.418 -2.635 1.302 2.215 1.1252400 -4.992 Down
658 2002 -4.992 -0.460 -2.418 -2.635 1.302 1.4535600 -2.132 Down
659 2002 -2.132 -4.992 -0.460 -2.418 -2.635 1.5720280 -3.238 Down
660 2002 -3.238 -2.132 -4.992 -0.460 -2.418 1.7364200 4.339 Up
661 2002 4.339 -3.238 -2.132 -4.992 -0.460 1.8688640 5.874 Up
662 2002 5.874 4.339 -3.238 -2.132 -4.992 1.5889580 1.499 Up
663 2002 1.499 5.874 4.339 -3.238 -2.132 1.5262140 0.369 Up
664 2002 0.369 1.499 5.874 4.339 -3.238 1.4852600 -0.690 Down
665 2002 -0.690 0.369 1.499 5.874 4.339 1.5174800 1.687 Up
666 2002 1.687 -0.690 0.369 1.499 5.874 1.3745200 2.277 Up
667 2002 2.277 1.687 -0.690 0.369 1.499 1.6358400 0.619 Up
668 2002 0.619 2.277 1.687 -0.690 0.369 1.2778400 -2.572 Down
669 2002 -2.572 0.619 2.277 1.687 -0.690 1.4361200 -2.494 Down
670 2002 -2.494 -2.572 0.619 2.277 1.687 1.2957200 0.706 Up
671 2002 0.706 -2.494 -2.572 0.619 2.277 1.4276460 -2.273 Down
672 2002 -2.273 0.706 -2.494 -2.572 0.619 0.7624775 3.791 Up
673 2003 3.791 -2.273 0.706 -2.494 -2.572 1.1265750 2.089 Up
674 2003 2.089 3.791 -2.273 0.706 -2.494 1.4988800 -2.780 Down
675 2003 -2.780 2.089 3.791 -2.273 0.706 1.4201200 -4.478 Down
676 2003 -4.478 -2.780 2.089 3.791 -2.273 1.5538375 -0.662 Down
677 2003 -0.662 -4.478 -2.780 2.089 3.791 1.5158460 -3.040 Down
678 2003 -3.040 -0.662 -4.478 -2.780 2.089 1.3737200 0.627 Up
679 2003 0.627 -3.040 -0.662 -4.478 -2.780 1.3399200 1.591 Up
680 2003 1.591 0.627 -3.040 -0.662 -4.478 1.2296750 -0.828 Down
681 2003 -0.828 1.591 0.627 -3.040 -0.662 1.3496800 -1.458 Down
682 2003 -1.458 -0.828 1.591 0.627 -3.040 1.2931800 0.528 Up
683 2003 0.528 -1.458 -0.828 1.591 0.627 1.5321800 7.503 Up
684 2003 7.503 0.528 -1.458 -0.828 1.591 1.6103460 -3.605 Down
685 2003 -3.605 7.503 0.528 -1.458 -0.828 1.2812000 1.778 Up
686 2003 1.778 -3.605 7.503 0.528 -1.458 1.4255200 -1.200 Down
687 2003 -1.200 1.778 -3.605 7.503 0.528 1.2880000 2.911 Up
688 2003 2.911 -1.200 1.778 -3.605 7.503 1.4023500 0.585 Up
689 2003 0.585 2.911 -1.200 1.778 -3.605 1.4802000 3.479 Up
690 2003 3.479 0.585 2.911 -1.200 1.778 1.5077820 0.358 Up
691 2003 0.358 3.479 0.585 2.911 -1.200 1.4667000 1.167 Up
692 2003 1.167 0.358 3.479 0.585 2.911 1.4425800 -1.173 Down
693 2003 -1.173 1.167 0.358 3.479 0.585 1.3976600 3.254 Up
694 2003 3.254 -1.173 1.167 0.358 3.479 1.6164000 2.508 Up
695 2003 2.508 3.254 -1.173 1.167 0.358 1.6523400 0.086 Up
696 2003 0.086 2.508 3.254 -1.173 1.167 1.3854200 0.716 Up
697 2003 0.716 0.086 2.508 3.254 -1.173 1.5085200 -1.955 Down
698 2003 -1.955 0.716 0.086 2.508 3.254 1.3801600 0.971 Up
699 2003 0.971 -1.955 0.716 0.086 2.508 1.3356500 1.262 Up
700 2003 1.262 0.971 -1.955 0.716 0.086 1.4582400 -0.483 Down
701 2003 -0.483 1.262 0.971 -1.955 0.716 1.5312200 0.540 Up
702 2003 0.540 -0.483 1.262 0.971 -1.955 1.4026200 -1.855 Down
703 2003 -1.855 0.540 -0.483 1.262 0.971 1.4456000 -0.261 Down
704 2003 -0.261 -1.855 0.540 -0.483 1.262 1.3274600 1.338 Up
705 2003 1.338 -0.261 -1.855 0.540 -0.483 1.0372940 0.241 Up
706 2003 0.241 1.338 -0.261 -1.855 0.540 1.2710000 1.505 Up
707 2003 1.505 0.241 1.338 -0.261 -1.855 1.0624200 1.327 Up
708 2003 1.327 1.505 0.241 1.338 -0.261 1.5163000 -0.270 Down
709 2003 -0.270 1.327 1.505 0.241 1.338 1.3737600 1.735 Up
710 2003 1.735 -0.270 1.327 1.505 0.241 1.3820220 -3.807 Down
711 2003 -3.807 1.735 -0.270 1.327 1.505 1.4278000 3.310 Up
712 2003 3.310 -3.807 1.735 -0.270 1.327 1.4726200 0.797 Up
713 2003 0.797 3.310 -3.807 1.735 -0.270 1.2509200 0.121 Up
714 2003 0.121 0.797 3.310 -3.807 1.735 1.3206400 -1.002 Down
715 2003 -1.002 0.121 0.797 3.310 -3.807 1.4684800 2.119 Up
716 2003 2.119 -1.002 0.121 0.797 3.310 1.5384400 0.238 Up
717 2003 0.238 2.119 -1.002 0.121 0.797 1.4184000 -0.272 Down
718 2003 -0.272 0.238 2.119 -1.002 0.121 1.2989000 -1.435 Down
719 2003 -1.435 -0.272 0.238 2.119 -1.002 1.3310600 2.214 Up
720 2003 2.214 -1.435 -0.272 0.238 2.119 1.0553550 0.312 Up
721 2003 0.312 2.214 -1.435 -0.272 0.238 1.3857800 1.191 Up
722 2003 1.191 0.312 2.214 -1.435 -0.272 1.3585200 1.352 Up
723 2003 1.352 1.191 0.312 2.214 -1.435 1.5495200 0.664 Up
724 2003 0.664 1.352 1.191 0.312 2.214 0.8177825 1.149 Up
725 2004 1.149 0.664 1.352 1.191 0.312 1.0630250 1.207 Up
726 2004 1.207 1.149 0.664 1.352 1.191 1.6733400 1.602 Up
727 2004 1.602 1.207 1.149 0.664 1.352 1.6073600 0.151 Up
728 2004 0.151 1.602 1.207 1.149 0.664 1.6776750 -0.913 Down
729 2004 -0.913 0.151 1.602 1.207 1.149 1.7105200 1.028 Up
730 2004 1.028 -0.913 0.151 1.602 1.207 1.5510200 0.267 Up
731 2004 0.267 1.028 -0.913 0.151 1.602 1.4400400 -0.148 Down
732 2004 -0.148 0.267 1.028 -0.913 0.151 1.4553250 0.073 Up
733 2004 0.073 -0.148 0.267 1.028 -0.913 1.4418000 1.041 Up
734 2004 1.041 0.073 -0.148 0.267 1.028 1.3943200 -3.137 Down
735 2004 -3.137 1.041 0.073 -0.148 0.267 1.5361200 -0.963 Down
736 2004 -0.963 -3.137 1.041 0.073 -0.148 1.4836000 -0.155 Down
737 2004 -0.155 -0.963 -3.137 1.041 0.073 1.4458200 3.046 Up
738 2004 3.046 -0.155 -0.963 -3.137 1.041 1.4977000 -0.218 Down
739 2004 -0.218 3.046 -0.155 -0.963 -3.137 1.3675000 -0.413 Down
740 2004 -0.413 -0.218 3.046 -0.155 -0.963 1.4259600 0.528 Up
741 2004 0.528 -0.413 -0.218 3.046 -0.155 1.5328600 -2.920 Down
742 2004 -2.920 0.528 -0.413 -0.218 3.046 1.6315800 -0.777 Down
743 2004 -0.777 -2.920 0.528 -0.413 -0.218 1.5731200 -0.273 Down
744 2004 -0.273 -0.777 -2.920 0.528 -0.413 1.5793600 -0.195 Down
745 2004 -0.195 -0.273 -0.777 -2.920 0.528 1.3602600 2.480 Up
746 2004 2.480 -0.195 -0.273 -0.777 -2.920 1.3525400 0.162 Up
747 2004 0.162 2.480 -0.195 -0.273 -0.777 1.2093500 1.245 Up
748 2004 1.245 0.162 2.480 -0.195 -0.273 1.2098750 -0.128 Down
749 2004 -0.128 1.245 0.162 2.480 -0.195 1.2982000 -0.052 Down
750 2004 -0.052 -0.128 1.245 0.162 2.480 1.4316400 -0.798 Down
751 2004 -0.798 -0.052 -0.128 1.245 0.162 1.3568200 -1.117 Down
752 2004 -1.117 -0.798 -0.052 -0.128 1.245 1.2998250 -1.026 Down
753 2004 -1.026 -1.117 -0.798 -0.052 -0.128 1.3270600 -1.379 Down
754 2004 -1.379 -1.026 -1.117 -0.798 -0.052 1.4927000 1.429 Up
755 2004 1.429 -1.379 -1.026 -1.117 -0.798 1.4813600 -3.426 Down
756 2004 -3.426 1.429 -1.379 -1.026 -1.117 1.3803800 0.078 Up
757 2004 0.078 -3.426 1.429 -1.379 -1.026 1.2644400 3.151 Up
758 2004 3.151 0.078 -3.426 1.429 -1.379 1.2411600 0.858 Up
759 2004 0.858 3.151 0.078 -3.426 1.429 1.0351200 0.529 Up
760 2004 0.529 0.858 3.151 0.078 -3.426 1.0331940 0.924 Up
761 2004 0.924 0.529 0.858 3.151 0.078 1.2733000 0.412 Up
762 2004 0.412 0.924 0.529 0.858 3.151 1.2593600 -1.634 Down
763 2004 -1.634 0.412 0.924 0.529 0.858 1.2888400 1.927 Up
764 2004 1.927 -1.634 0.412 0.924 0.529 1.4786400 -0.827 Down
765 2004 -0.827 1.927 -1.634 0.412 0.924 1.4216400 -1.242 Down
766 2004 -1.242 -0.827 1.927 -1.634 0.412 1.3889400 -1.124 Down
767 2004 -1.124 -1.242 -0.827 1.927 -1.634 1.5878200 3.145 Up
768 2004 3.145 -1.124 -1.242 -0.827 1.927 1.5873600 3.183 Up
769 2004 3.183 3.145 -1.124 -1.242 -0.827 1.6659000 1.544 Up
770 2004 1.544 3.183 3.145 -1.124 -1.242 1.4476800 -1.168 Down
771 2004 -1.168 1.544 3.183 3.145 -1.124 1.4970400 1.052 Up
772 2004 1.052 -1.168 1.544 3.183 3.145 1.1187950 0.720 Up
773 2004 0.720 1.052 -1.168 1.544 3.183 1.6092800 -0.266 Down
774 2004 -0.266 0.720 1.052 -1.168 1.544 1.4963800 0.522 Up
775 2004 0.522 -0.266 0.720 1.052 -1.168 1.7610400 1.334 Up
776 2004 1.334 0.522 -0.266 0.720 1.052 1.3133500 0.148 Up
777 2005 0.148 1.334 0.522 -0.266 0.720 0.8895200 -2.123 Down
778 2005 -2.123 0.148 1.334 0.522 -0.266 1.6035400 -0.141 Down
779 2005 -0.141 -2.123 0.148 1.334 0.522 1.4774000 -1.406 Down
780 2005 -1.406 -0.141 -2.123 0.148 1.334 1.6077500 0.299 Up
781 2005 0.299 -1.406 -0.141 -2.123 0.148 1.5966600 2.704 Up
782 2005 2.704 0.299 -1.406 -0.141 -2.123 1.6252280 0.189 Up
783 2005 0.189 2.704 0.299 -1.406 -0.141 1.4656900 -0.308 Down
784 2005 -0.308 0.189 2.704 0.299 -1.406 1.4877360 0.814 Up
785 2005 0.814 -0.308 0.189 2.704 0.299 1.5721150 0.887 Up
786 2005 0.887 0.814 -0.308 0.189 2.704 1.6650280 -1.803 Down
787 2005 -1.803 0.887 0.814 -0.308 0.189 1.5541460 -0.869 Down
788 2005 -0.869 -1.803 0.887 0.814 -0.308 1.7060900 -1.532 Down
789 2005 -1.532 -0.869 -1.803 0.887 0.814 1.9756250 0.128 Up
790 2005 0.128 -1.532 -0.869 -1.803 0.887 2.0899000 0.706 Up
791 2005 0.706 0.128 -1.532 -0.869 -1.803 1.8619840 -3.266 Down
792 2005 -3.266 0.706 0.128 -1.532 -0.869 2.1199760 0.831 Up
793 2005 0.831 -3.266 0.706 0.128 -1.532 2.1789720 0.411 Up
794 2005 0.411 0.831 -3.266 0.706 0.128 2.0901840 1.253 Up
795 2005 1.253 0.411 0.831 -3.266 0.706 2.0315680 -1.477 Down
796 2005 -1.477 1.253 0.411 0.831 -3.266 1.9531060 3.053 Up
797 2005 3.053 -1.477 1.253 0.411 0.831 1.8836100 0.799 Up
798 2005 0.799 3.053 -1.477 1.253 0.411 1.6279780 -0.230 Down
799 2005 -0.230 0.799 3.053 -1.477 1.253 1.7730225 0.175 Up
800 2005 0.175 -0.230 0.799 3.053 -1.477 1.7204560 1.573 Up
801 2005 1.573 0.175 -0.230 0.799 3.053 1.8766700 -2.086 Down
802 2005 -2.086 1.573 0.175 -0.230 0.799 1.9414400 0.241 Up
803 2005 0.241 -2.086 1.573 0.175 -0.230 1.7967240 1.458 Up
804 2005 1.458 0.241 -2.086 1.573 0.175 1.8856350 1.325 Up
805 2005 1.325 1.458 0.241 -2.086 1.573 1.8711840 0.469 Up
806 2005 0.469 1.325 1.458 0.241 -2.086 1.9167100 0.041 Up
807 2005 0.041 0.469 1.325 1.458 0.241 1.8777680 -0.629 Down
808 2005 -0.629 0.041 0.469 1.325 1.458 1.9342940 0.324 Up
809 2005 0.324 -0.629 0.041 0.469 1.325 1.9049680 -0.868 Down
810 2005 -0.868 0.324 -0.629 0.041 0.469 1.7218800 -1.198 Down
811 2005 -1.198 -0.868 0.324 -0.629 0.041 1.6685900 1.072 Up
812 2005 1.072 -1.198 -0.868 0.324 -0.629 1.9502900 1.926 Up
813 2005 1.926 1.072 -1.198 -0.868 0.324 1.9869325 -0.288 Down
814 2005 -0.288 1.926 1.072 -1.198 -0.868 2.2477940 -1.827 Down
815 2005 -1.827 -0.288 1.926 1.072 -1.198 2.2683360 1.112 Up
816 2005 1.112 -1.827 -0.288 1.926 1.072 2.0758220 -2.678 Down
817 2005 -2.678 1.112 -1.827 -0.288 1.926 2.3807600 -0.780 Down
818 2005 -0.780 -2.678 1.112 -1.827 -0.288 2.3052800 -0.588 Down
819 2005 -0.588 -0.780 -2.678 1.112 -1.827 2.4086680 1.595 Up
820 2005 1.595 -0.588 -0.780 -2.678 1.112 2.3505560 1.813 Up
821 2005 1.813 1.595 -0.588 -0.780 -2.678 2.4881100 1.195 Up
822 2005 1.195 1.813 1.595 -0.588 -0.780 2.0637380 1.097 Up
823 2005 1.097 1.195 1.813 1.595 -0.588 2.2264120 1.601 Up
824 2005 1.601 1.097 1.195 1.813 1.595 1.7797775 -0.250 Down
825 2005 -0.250 1.601 1.097 1.195 1.813 2.2800680 -0.451 Down
826 2005 -0.451 -0.250 1.601 1.097 1.195 2.1210000 0.631 Up
827 2005 0.631 -0.451 -0.250 1.601 1.097 2.2353740 0.106 Up
828 2005 0.106 0.631 -0.451 -0.250 1.601 1.8889960 -1.606 Down
829 2006 -1.606 0.106 0.631 -0.451 -0.250 1.4472175 2.977 Up
830 2006 2.977 -1.606 0.106 0.631 -0.451 2.4874500 0.168 Up
831 2006 0.168 2.977 -1.606 0.106 0.631 2.3211120 -2.029 Down
832 2006 -2.029 0.168 2.977 -1.606 0.106 2.4257500 1.762 Up
833 2006 1.762 -2.029 0.168 2.977 -1.606 2.5924500 -1.534 Down
834 2006 -1.534 1.762 -2.029 0.168 2.977 2.4855920 0.234 Up
835 2006 0.234 -1.534 1.762 -2.029 0.168 2.3375120 1.598 Up
836 2006 1.598 0.234 -1.534 1.762 -2.029 2.1970720 0.170 Up
837 2006 0.170 1.598 0.234 -1.534 1.762 2.1009800 -0.171 Down
838 2006 -0.171 0.170 1.598 0.234 -1.534 2.2604080 -0.451 Down
839 2006 -0.451 -0.171 0.170 1.598 0.234 2.2509340 2.016 Up
840 2006 2.016 -0.451 -0.171 0.170 1.598 2.2740800 -0.329 Down
841 2006 -0.329 2.016 -0.451 -0.171 0.170 2.0942040 -0.620 Down
842 2006 -0.620 -0.329 2.016 -0.451 -0.171 2.1706180 0.049 Up
843 2006 0.049 -0.620 -0.329 2.016 -0.451 2.2851820 -0.492 Down
844 2006 -0.492 0.049 -0.620 -0.329 2.016 1.9903100 1.719 Up
845 2006 1.719 -0.492 0.049 -0.620 -0.329 2.3485900 -0.051 Down
846 2006 -0.051 1.719 -0.492 0.049 -0.620 2.4356660 1.156 Up
847 2006 1.156 -0.051 1.719 -0.492 0.049 2.3923900 -2.604 Down
848 2006 -2.604 1.156 -0.051 1.719 -0.492 2.3353260 -1.875 Down
849 2006 -1.875 -2.604 1.156 -0.051 1.719 2.6483720 1.036 Up
850 2006 1.036 -1.875 -2.604 1.156 -0.051 2.5128080 0.630 Up
851 2006 0.630 1.036 -1.875 -2.604 1.156 2.3810125 -2.788 Down
852 2006 -2.788 0.630 1.036 -1.875 -2.604 2.6826160 -0.061 Down
853 2006 -0.061 -2.788 0.630 1.036 -1.875 2.7379280 -0.563 Down
854 2006 -0.563 -0.061 -2.788 0.630 1.036 2.2553660 2.065 Up
855 2006 2.065 -0.563 -0.061 -2.788 0.630 2.3676020 -0.372 Down
856 2006 -0.372 2.065 -0.563 -0.061 -2.788 1.8192125 -2.314 Down
857 2006 -2.314 -0.372 2.065 -0.563 -0.061 2.2857540 0.331 Up
858 2006 0.331 -2.314 -0.372 2.065 -0.563 2.4759620 3.085 Up
859 2006 3.085 0.331 -2.314 -0.372 2.065 2.5602980 0.063 Up
860 2006 0.063 3.085 0.331 -2.314 -0.372 2.5718300 -0.986 Down
861 2006 -0.986 0.063 3.085 0.331 -2.314 2.2930820 2.807 Up
862 2006 2.807 -0.986 0.063 3.085 0.331 2.2997880 -0.554 Down
863 2006 -0.554 2.807 -0.986 0.063 3.085 1.8319100 1.229 Up
864 2006 1.229 -0.554 2.807 -0.986 0.063 1.9528780 -0.922 Down
865 2006 -0.922 1.229 -0.554 2.807 -0.986 2.2257725 1.597 Up
866 2006 1.597 -0.922 1.229 -0.554 2.807 2.6888960 -0.370 Down
867 2006 -0.370 1.597 -0.922 1.229 -0.554 2.4098640 1.603 Up
868 2006 1.603 -0.370 1.597 -0.922 1.229 2.5608060 1.029 Up
869 2006 1.029 1.603 -0.370 1.597 -0.922 2.6394580 1.188 Up
870 2006 1.188 1.029 1.603 -0.370 1.597 2.3659160 0.218 Up
871 2006 0.218 1.188 1.029 1.603 -0.370 2.5261240 0.639 Up
872 2006 0.639 0.218 1.188 1.029 1.603 2.7125320 -0.947 Down
873 2006 -0.947 0.639 0.218 1.188 1.029 2.6921080 1.217 Up
874 2006 1.217 -0.947 0.639 0.218 1.188 2.6574020 1.470 Up
875 2006 1.470 1.217 -0.947 0.639 0.218 2.7613560 -0.018 Down
876 2006 -0.018 1.470 1.217 -0.947 0.639 2.0537275 -0.303 Down
877 2006 -0.303 -0.018 1.470 1.217 -0.947 2.9898280 0.940 Up
878 2006 0.940 -0.303 -0.018 1.470 1.217 2.6861820 1.224 Up
879 2006 1.224 0.940 -0.303 -0.018 1.470 2.7079220 -1.144 Down
880 2006 -1.144 1.224 0.940 -0.303 -0.018 2.3285660 0.534 Up
881 2007 0.534 -1.144 1.224 0.940 -0.303 1.5411125 -0.606 Down
882 2007 -0.606 0.534 -1.144 1.224 0.940 3.1176733 1.491 Up
883 2007 1.491 -0.606 0.534 -1.144 1.224 2.8221460 -0.016 Down
884 2007 -0.016 1.491 -0.606 0.534 -1.144 2.7224275 -0.582 Down
885 2007 -0.582 -0.016 1.491 -0.606 0.534 2.7838640 1.843 Up
886 2007 1.843 -0.582 -0.016 1.491 -0.606 2.7795520 -0.713 Down
887 2007 -0.713 1.843 -0.582 -0.016 1.491 2.6869900 1.216 Up
888 2007 1.216 -0.713 1.843 -0.582 -0.016 2.5274980 -0.299 Down
889 2007 -0.299 1.216 -0.713 1.843 -0.582 2.3688900 -4.412 Down
890 2007 -4.412 -0.299 1.216 -0.713 1.843 3.5999640 1.130 Up
891 2007 1.130 -4.412 -0.299 1.216 -0.713 3.1235860 -1.133 Down
892 2007 -1.133 1.130 -4.412 -0.299 1.216 3.2246920 3.544 Up
893 2007 3.544 -1.133 1.130 -4.412 -0.299 2.9013760 -1.062 Down
894 2007 -1.062 3.544 -1.133 1.130 -4.412 2.8373620 1.612 Up
895 2007 1.612 -1.062 3.544 -1.133 1.130 2.6927975 0.630 Up
896 2007 0.630 1.612 -1.062 3.544 -1.133 2.6540600 2.168 Up
897 2007 2.168 0.630 1.612 -1.062 3.544 3.0011180 0.655 Up
898 2007 0.655 2.168 0.630 1.612 -1.062 2.9783940 0.773 Up
899 2007 0.773 0.655 2.168 0.630 1.612 3.0906940 0.015 Up
900 2007 0.015 0.773 0.655 2.168 0.630 2.8056760 1.122 Up
901 2007 1.122 0.015 0.773 0.655 2.168 2.9180380 -0.461 Down
902 2007 -0.461 1.122 0.015 0.773 0.655 3.0183800 1.360 Up
903 2007 1.360 -0.461 1.122 0.015 0.773 2.9536375 -1.866 Down
904 2007 -1.866 1.360 -0.461 1.122 0.015 3.0349000 1.674 Up
905 2007 1.674 -1.866 1.360 -0.461 1.122 2.9758140 -1.980 Down
906 2007 -1.980 1.674 -1.866 1.360 -0.461 3.2172320 0.053 Up
907 2007 0.053 -1.980 1.674 -1.866 1.360 3.2512100 1.802 Up
908 2007 1.802 0.053 -1.980 1.674 -1.866 2.3175625 1.441 Up
909 2007 1.441 1.802 0.053 -1.980 1.674 3.0666500 -1.185 Down
910 2007 -1.185 1.441 1.802 0.053 -1.980 3.2635400 -4.899 Down
911 2007 -4.899 -1.185 1.441 1.802 0.053 4.1517860 -1.775 Down
912 2007 -1.775 -4.899 -1.185 1.441 1.802 4.5102080 1.436 Up
913 2007 1.436 -1.775 -4.899 -1.185 1.441 5.3423060 -0.530 Down
914 2007 -0.530 1.436 -1.775 -4.899 -1.185 4.3762360 2.312 Up
915 2007 2.312 -0.530 1.436 -1.775 -4.899 3.0536800 -0.364 Down
916 2007 -0.364 2.312 -0.530 1.436 -1.775 2.7245820 -1.387 Down
917 2007 -1.387 -0.364 2.312 -0.530 1.436 2.8522175 2.112 Up
918 2007 2.112 -1.387 -0.364 2.312 -0.530 2.8511180 2.796 Up
919 2007 2.796 2.112 -1.387 -0.364 2.312 3.3582480 0.066 Up
920 2007 0.066 2.796 2.112 -1.387 -0.364 3.0708000 2.020 Up
921 2007 2.020 0.066 2.796 2.112 -1.387 3.0117360 0.270 Up
922 2007 0.270 2.020 0.066 2.796 2.112 2.9434800 -3.917 Down
923 2007 -3.917 0.270 2.020 0.066 2.796 3.4752200 2.309 Up
924 2007 2.309 -3.917 0.270 2.020 0.066 3.7160660 -1.669 Down
925 2007 -1.669 2.309 -3.917 0.270 2.020 3.7635060 -3.706 Down
926 2007 -3.706 -1.669 2.309 -3.917 0.270 4.4156840 0.347 Up
927 2007 0.347 -3.706 -1.669 2.309 -3.917 4.0950360 -1.237 Down
928 2007 -1.237 0.347 -3.706 -1.669 2.309 3.6709375 2.807 Up
929 2007 2.807 -1.237 0.347 -3.706 -1.669 4.0964280 1.588 Up
930 2007 1.588 2.807 -1.237 0.347 -3.706 3.4153620 -2.440 Down
931 2007 -2.440 1.588 2.807 -1.237 0.347 3.7020560 1.125 Up
932 2007 1.125 -2.440 1.588 2.807 -1.237 3.7459000 -0.402 Down
933 2007 -0.402 1.125 -2.440 1.588 2.807 2.0160500 -4.522 Down
934 2008 -4.522 -0.402 1.125 -2.440 1.588 3.3722575 -0.752 Down
935 2008 -0.752 -4.522 -0.402 1.125 -2.440 4.7888020 -5.412 Down
936 2008 -5.412 -0.752 -4.522 -0.402 1.125 5.0064640 0.409 Up
937 2008 0.409 -5.412 -0.752 -4.522 -0.402 5.1009800 4.871 Up
938 2008 4.871 0.409 -5.412 -0.752 -4.522 4.5395420 -4.596 Down
939 2008 -4.596 4.871 0.409 -5.412 -0.752 4.0354580 1.405 Up
940 2008 1.405 -4.596 4.871 0.409 -5.412 3.7444520 0.231 Up
941 2008 0.231 1.405 -4.596 4.871 0.409 3.6883475 -1.661 Down
942 2008 -1.661 0.231 1.405 -4.596 4.871 4.0464840 -2.800 Down
943 2008 -2.800 -1.661 0.231 1.405 -4.596 4.4082660 -0.404 Down
944 2008 -0.404 -2.800 -1.661 0.231 1.405 4.8023480 3.212 Up
945 2008 3.212 -0.404 -2.800 -1.661 0.231 4.5919225 -1.075 Down
946 2008 -1.075 3.212 -0.404 -2.800 -1.661 4.0849400 4.195 Up
947 2008 4.195 -1.075 3.212 -0.404 -2.800 4.1755500 -2.742 Down
948 2008 -2.742 4.195 -1.075 3.212 -0.404 3.6633780 4.314 Up
949 2008 4.314 -2.742 4.195 -1.075 3.212 3.8685760 0.540 Up
950 2008 0.540 4.314 -2.742 4.195 -1.075 3.9397780 1.149 Up
951 2008 1.149 0.540 4.314 -2.742 4.195 4.0666040 -1.812 Down
952 2008 -1.812 1.149 0.540 4.314 -2.742 3.7512440 2.670 Up
953 2008 2.670 -1.812 1.149 0.540 4.314 3.8095320 -3.467 Down
954 2008 -3.467 2.670 -1.812 1.149 0.540 3.9057240 1.777 Up
955 2008 1.777 -3.467 2.670 -1.812 1.149 3.8140425 -2.835 Down
956 2008 -2.835 1.777 -3.467 2.670 -1.812 4.3143580 -0.048 Down
957 2008 -0.048 -2.835 1.777 -3.467 2.670 4.5268560 -3.096 Down
958 2008 -3.096 -0.048 -2.835 1.777 -3.467 4.4438080 -3.001 Down
959 2008 -3.001 -3.096 -0.048 -2.835 1.777 5.0313200 -1.211 Down
960 2008 -1.211 -3.001 -3.096 -0.048 -2.835 4.8505750 -1.854 Down
961 2008 -1.854 -1.211 -3.001 -3.096 -0.048 5.8126320 1.710 Up
962 2008 1.710 -1.854 -1.211 -3.001 -3.096 6.5111240 -0.232 Down
963 2008 -0.232 1.710 -1.854 -1.211 -3.001 5.6634480 0.203 Up
964 2008 0.203 -0.232 1.710 -1.854 -1.211 5.0718900 2.857 Up
965 2008 2.857 0.203 -0.232 1.710 -1.854 4.1882400 0.145 Up
966 2008 0.145 2.857 0.203 -0.232 1.710 4.5344040 -0.462 Down
967 2008 -0.462 0.145 2.857 0.203 -0.232 4.0635480 -0.725 Down
968 2008 -0.725 -0.462 0.145 2.857 0.203 3.5300360 -3.159 Down
969 2008 -3.159 -0.725 -0.462 0.145 2.857 5.0175300 0.756 Up
970 2008 0.756 -3.159 -0.725 -0.462 0.145 6.8835840 0.270 Up
971 2008 0.270 0.756 -3.159 -0.725 -0.462 9.3282140 -3.331 Down
972 2008 -3.331 0.270 0.756 -3.159 -0.725 5.3198940 -9.399 Down
973 2008 -9.399 -3.331 0.270 0.756 -3.159 6.2053260 -18.195 Down
974 2008 -18.195 -9.399 -3.331 0.270 0.756 8.4033579 4.596 Up
975 2008 4.596 -18.195 -9.399 -3.331 0.270 7.3067940 -6.781 Down
976 2008 -6.781 4.596 -18.195 -9.399 -3.331 6.0359360 10.491 Up
977 2008 10.491 -6.781 4.596 -18.195 -9.399 6.4605960 -3.898 Down
978 2008 -3.898 10.491 -6.781 4.596 -18.195 5.2968160 -6.198 Down
979 2008 -6.198 -3.898 10.491 -6.781 4.596 5.8129340 -8.389 Down
980 2008 -8.389 -6.198 -3.898 10.491 -6.781 7.3490400 12.026 Up
981 2008 12.026 -8.389 -6.198 -3.898 10.491 5.8415650 -2.251 Down
982 2008 -2.251 12.026 -8.389 -6.198 -3.898 6.0939500 0.418 Up
983 2008 0.418 -2.251 12.026 -8.389 -6.198 5.9324540 0.926 Up
984 2008 0.926 0.418 -2.251 12.026 -8.389 5.8559720 -1.698 Down
985 2008 -1.698 0.926 0.418 -2.251 12.026 3.0871050 6.760 Up
986 2009 6.760 -1.698 0.926 0.418 -2.251 3.7931100 -4.448 Down
987 2009 -4.448 6.760 -1.698 0.926 0.418 5.0439040 -4.518 Down
988 2009 -4.518 -4.448 6.760 -1.698 0.926 5.9487580 -2.137 Down
989 2009 -2.137 -4.518 -4.448 6.760 -1.698 6.1297625 -0.730 Down
990 2009 -0.730 -2.137 -4.518 -4.448 6.760 5.6020040 5.173 Up
991 2009 5.173 -0.730 -2.137 -4.518 -4.448 6.2176320 -4.808 Down
992 2009 -4.808 5.173 -0.730 -2.137 -4.518 6.0088219 -6.868 Down
993 2009 -6.868 -4.808 5.173 -0.730 -2.137 6.4015151 -4.540 Down
994 2009 -4.540 -6.868 -4.808 5.173 -0.730 7.5507758 -7.035 Down
995 2009 -7.035 -4.540 -6.868 -4.808 5.173 7.5928440 10.707 Up
996 2009 10.707 -7.035 -4.540 -6.868 -4.808 7.4594358 1.585 Up
997 2009 1.585 10.707 -7.035 -4.540 -6.868 7.9632760 6.168 Up
998 2009 6.168 1.585 10.707 -7.035 -4.540 6.9528199 3.255 Up
999 2009 3.255 6.168 1.585 10.707 -7.035 6.2868699 1.669 Up
1000 2009 1.669 3.255 6.168 1.585 10.707 6.2261876 1.522 Up
1001 2009 1.522 1.669 3.255 6.168 1.585 6.8393019 -0.388 Down
1002 2009 -0.388 1.522 1.669 3.255 6.168 7.0831699 1.303 Up
1003 2009 1.303 -0.388 1.522 1.669 3.255 6.0435580 5.893 Up
1004 2009 5.893 1.303 -0.388 1.522 1.669 7.9520240 -4.988 Down
1005 2009 -4.988 5.893 1.303 -0.388 1.522 6.3377520 0.467 Up
1006 2009 0.467 -4.988 5.893 1.303 -0.388 6.3397280 3.623 Up
1007 2009 3.623 0.467 -4.988 5.893 1.303 5.7888125 2.279 Up
1008 2009 2.279 3.623 0.467 -4.988 5.893 5.6624700 0.651 Up
1009 2009 0.651 2.279 3.623 0.467 -4.988 4.8663520 -2.640 Down
1010 2009 -2.640 0.651 2.279 3.623 0.467 5.1140260 -0.253 Down
1011 2009 -0.253 -2.640 0.651 2.279 3.623 5.1199160 -2.446 Down
1012 2009 -2.446 -0.253 -2.640 0.651 2.279 4.1724325 -1.929 Down
1013 2009 -1.929 -2.446 -0.253 -2.640 0.651 4.6733820 6.967 Up
1014 2009 6.967 -1.929 -2.446 -0.253 -2.640 4.7854640 4.134 Up
1015 2009 4.134 6.967 -1.929 -2.446 -0.253 5.0033000 0.839 Up
1016 2009 0.839 4.134 6.967 -1.929 -2.446 5.2949320 2.329 Up
1017 2009 2.329 0.839 4.134 6.967 -1.929 6.4279459 -0.632 Down
1018 2009 -0.632 2.329 0.839 4.134 6.967 5.3737640 2.195 Up
1019 2009 2.195 -0.632 2.329 0.839 4.134 4.6646500 0.273 Up
1020 2009 0.273 2.195 -0.632 2.329 0.839 5.7445820 -1.218 Down
1021 2009 -1.218 0.273 2.195 -0.632 2.329 5.2862600 2.591 Up
1022 2009 2.591 -1.218 0.273 2.195 -0.632 5.1379225 2.452 Up
1023 2009 2.452 2.591 -1.218 0.273 2.195 6.0469679 -2.239 Down
1024 2009 -2.239 2.452 2.591 -1.218 0.273 5.0813020 -1.836 Down
1025 2009 -1.836 -2.239 2.452 2.591 -1.218 5.2100800 4.514 Up
1026 2009 4.514 -1.836 -2.239 2.452 2.591 4.4667100 1.511 Up
1027 2009 1.511 4.514 -1.836 -2.239 2.452 4.7403700 -0.743 Down
1028 2009 -0.743 1.511 4.514 -1.836 -2.239 5.1184660 -4.021 Down
1029 2009 -4.021 -0.743 1.511 4.514 -1.836 6.0817140 3.195 Up
1030 2009 3.195 -4.021 -0.743 1.511 4.514 5.2902260 2.261 Up
1031 2009 2.261 3.195 -4.021 -0.743 1.511 4.2188720 -0.192 Down
1032 2009 -0.192 2.261 3.195 -4.021 -0.743 4.1225040 0.010 Up
1033 2009 0.010 -0.192 2.261 3.195 -4.021 3.2320000 1.328 Up
1034 2009 1.328 0.010 -0.192 2.261 3.195 4.5354680 0.039 Up
1035 2009 0.039 1.328 0.010 -0.192 2.261 4.1508760 -0.356 Down
1036 2009 -0.356 0.039 1.328 0.010 -0.192 5.6728740 2.178 Up
1037 2009 2.178 -0.356 0.039 1.328 0.010 3.0132625 -1.010 Down
1038 2010 -1.010 2.178 -0.356 0.039 1.328 2.3904275 2.680 Up
1039 2010 2.680 -1.010 2.178 -0.356 0.039 4.2230700 -0.782 Down
1040 2010 -0.782 2.680 -1.010 2.178 -0.356 4.3632460 -3.897 Down
1041 2010 -3.897 -0.782 2.680 -1.010 2.178 5.6545824 -1.639 Down
1042 2010 -1.639 -3.897 -0.782 2.680 -1.010 5.0795340 -0.715 Down
1043 2010 -0.715 -1.639 -3.897 -0.782 2.680 5.0822380 0.874 Up
1044 2010 0.874 -0.715 -1.639 -3.897 -0.782 4.4034160 3.130 Up
1045 2010 3.130 0.874 -0.715 -1.639 -3.897 4.0407250 -0.422 Down
1046 2010 -0.422 3.130 0.874 -0.715 -1.639 4.1940340 3.097 Up
1047 2010 3.097 -0.422 3.130 0.874 -0.715 4.0023300 0.991 Up
1048 2010 0.991 3.097 -0.422 3.130 0.874 4.8053180 0.862 Up
1049 2010 0.862 0.991 3.097 -0.422 3.130 4.5888000 0.577 Up
1050 2010 0.577 0.862 0.991 3.097 -0.422 4.7512780 0.987 Up
1051 2010 0.987 0.577 0.862 0.991 3.097 4.2379475 1.381 Up
1052 2010 1.381 0.987 0.577 0.862 0.991 4.4615540 -0.188 Down
1053 2010 -0.188 1.381 0.987 0.577 0.862 5.9749020 2.110 Up
1054 2010 2.110 -0.188 1.381 0.987 0.577 5.8000960 -2.513 Down
1055 2010 -2.513 2.110 -0.188 1.381 0.987 6.3104560 -6.388 Down
1056 2010 -6.388 -2.513 2.110 -0.188 1.381 7.6838860 2.232 Up
1057 2010 2.232 -6.388 -2.513 2.110 -0.188 5.7917500 -4.226 Down
1058 2010 -4.226 2.232 -6.388 -2.513 2.110 6.5280519 0.158 Up
1059 2010 0.158 -4.226 2.232 -6.388 -2.513 5.5288680 -2.252 Down
1060 2010 -2.252 0.158 -4.226 2.232 -6.388 5.3685975 2.509 Up
1061 2010 2.509 -2.252 0.158 -4.226 2.232 5.3695140 2.374 Up
1062 2010 2.374 2.509 -2.252 0.158 -4.226 4.6372080 -3.646 Down
1063 2010 -3.646 2.374 2.509 -2.252 0.158 4.6997120 -5.032 Down
1064 2010 -5.032 -3.646 2.374 2.509 -2.252 5.1008920 5.416 Up
1065 2010 5.416 -5.032 -3.646 2.374 2.509 4.4193725 -1.213 Down
1066 2010 -1.213 5.416 -5.032 -3.646 2.374 4.4876640 3.548 Up
1067 2010 3.548 -1.213 5.416 -5.032 -3.646 4.5802860 -0.096 Down
1068 2010 -0.096 3.548 -1.213 5.416 -5.032 4.2713200 1.819 Up
1069 2010 1.819 -0.096 3.548 -1.213 5.416 3.9634600 -3.779 Down
1070 2010 -3.779 1.819 -0.096 3.548 -1.213 3.9065580 -0.700 Down
1071 2010 -0.700 -3.779 1.819 -0.096 3.548 3.7774060 -0.663 Down
1072 2010 -0.663 -0.700 -3.779 1.819 -0.096 3.9513280 3.750 Up
1073 2010 3.750 -0.663 -0.700 -3.779 1.819 3.7184700 0.456 Up
1074 2010 0.456 3.750 -0.663 -0.700 -3.779 3.1952375 1.446 Up
1075 2010 1.446 0.456 3.750 -0.663 -0.700 3.9724320 2.050 Up
1076 2010 2.050 1.446 0.456 3.750 -0.663 3.8845220 -0.212 Down
1077 2010 -0.212 2.050 1.446 0.456 3.750 4.0374100 1.650 Up
1078 2010 1.650 -0.212 2.050 1.446 0.456 3.9056160 0.948 Up
1079 2010 0.948 1.650 -0.212 2.050 1.446 4.4491600 0.586 Up
1080 2010 0.586 0.948 1.650 -0.212 2.050 4.5762820 0.015 Up
1081 2010 0.015 0.586 0.948 1.650 -0.212 4.1164140 3.599 Up
1082 2010 3.599 0.015 0.586 0.948 1.650 4.7987580 -2.173 Down
1083 2010 -2.173 3.599 0.015 0.586 0.948 4.2982620 0.043 Up
1084 2010 0.043 -2.173 3.599 0.015 0.586 4.1774360 -0.861 Down
1085 2010 -0.861 0.043 -2.173 3.599 0.015 3.2051600 2.969 Up
1086 2010 2.969 -0.861 0.043 -2.173 3.599 4.2425680 1.281 Up
1087 2010 1.281 2.969 -0.861 0.043 -2.173 4.8350820 0.283 Up
1088 2010 0.283 1.281 2.969 -0.861 0.043 4.4540440 1.034 Up
1089 2010 1.034 0.283 1.281 2.969 -0.861 2.7071050 0.069 Up
vare
1 Positive
2 Negative
3 Negative
4 Positive
5 Positive
6 Positive
7 Negative
8 Positive
9 Positive
10 Positive
11 Negative
12 Negative
13 Positive
14 Positive
15 Positive
16 Negative
17 Positive
18 Negative
19 Positive
20 Negative
21 Positive
22 Positive
23 Positive
24 Negative
25 Negative
26 Negative
27 Negative
28 Negative
29 Negative
30 Positive
31 Positive
32 Negative
33 Negative
34 Negative
35 Positive
36 Negative
37 Positive
38 Negative
39 Positive
40 Positive
41 Positive
42 Negative
43 Positive
44 Positive
45 Negative
46 Positive
47 Negative
48 Negative
49 Negative
50 Positive
51 Positive
52 Positive
53 Positive
54 Positive
55 Negative
56 Positive
57 Positive
58 Negative
59 Negative
60 Positive
61 Positive
62 Positive
63 Positive
64 Negative
65 Positive
66 Negative
67 Negative
68 Positive
69 Positive
70 Negative
71 Positive
72 Negative
73 Negative
74 Positive
75 Positive
76 Positive
77 Negative
78 Positive
79 Negative
80 Negative
81 Positive
82 Positive
83 Negative
84 Negative
85 Positive
86 Negative
87 Negative
88 Positive
89 Positive
90 Negative
91 Positive
92 Positive
93 Negative
94 Negative
95 Negative
96 Positive
97 Positive
98 Positive
99 Positive
100 Positive
101 Negative
102 Positive
103 Negative
104 Negative
105 Positive
106 Positive
107 Negative
108 Positive
109 Negative
110 Positive
111 Positive
112 Negative
113 Negative
114 Positive
115 Positive
116 Negative
117 Positive
118 Positive
119 Negative
120 Positive
121 Positive
122 Negative
123 Negative
124 Negative
125 Negative
126 Positive
127 Positive
128 Positive
129 Negative
130 Positive
131 Negative
132 Positive
133 Negative
134 Negative
135 Positive
136 Positive
137 Positive
138 Negative
139 Negative
140 Negative
141 Positive
142 Positive
143 Positive
144 Negative
145 Positive
146 Positive
147 Positive
148 Positive
149 Positive
150 Positive
151 Negative
152 Negative
153 Negative
154 Positive
155 Negative
156 Positive
157 Positive
158 Negative
159 Negative
160 Positive
161 Positive
162 Positive
163 Positive
164 Negative
165 Negative
166 Positive
167 Positive
168 Negative
169 Positive
170 Positive
171 Negative
172 Positive
173 Positive
174 Negative
175 Negative
176 Negative
177 Positive
178 Negative
179 Positive
180 Negative
181 Positive
182 Positive
183 Positive
184 Positive
185 Positive
186 Positive
187 Positive
188 Positive
189 Negative
190 Negative
191 Positive
192 Negative
193 Positive
194 Negative
195 Positive
196 Negative
197 Positive
198 Negative
199 Positive
200 Positive
201 Negative
202 Positive
203 Positive
204 Negative
205 Positive
206 Positive
207 Negative
208 Positive
209 Negative
210 Positive
211 Negative
212 Negative
213 Negative
214 Positive
215 Positive
216 Negative
217 Negative
218 Positive
219 Negative
220 Positive
221 Positive
222 Negative
223 Negative
224 Positive
225 Positive
226 Positive
227 Negative
228 Negative
229 Negative
230 Positive
231 Positive
232 Positive
233 Negative
234 Positive
235 Negative
236 Positive
237 Positive
238 Positive
239 Negative
240 Negative
241 Positive
242 Negative
243 Positive
244 Negative
245 Positive
246 Negative
247 Positive
248 Negative
249 Positive
250 Negative
251 Negative
252 Positive
253 Negative
254 Positive
255 Positive
256 Negative
257 Positive
258 Positive
259 Negative
260 Positive
261 Positive
262 Positive
263 Positive
264 Positive
265 Negative
266 Positive
267 Positive
268 Positive
269 Negative
270 Positive
271 Positive
272 Negative
273 Positive
274 Positive
275 Positive
276 Negative
277 Positive
278 Positive
279 Negative
280 Positive
281 Positive
282 Negative
283 Positive
284 Positive
285 Negative
286 Positive
287 Negative
288 Negative
289 Positive
290 Positive
291 Positive
292 Positive
293 Positive
294 Negative
295 Positive
296 Negative
297 Positive
298 Positive
299 Negative
300 Positive
301 Positive
302 Positive
303 Negative
304 Positive
305 Positive
306 Negative
307 Negative
308 Positive
309 Positive
310 Negative
311 Positive
312 Positive
313 Positive
314 Positive
315 Negative
316 Positive
317 Negative
318 Negative
319 Positive
320 Positive
321 Negative
322 Positive
323 Negative
324 Positive
325 Positive
326 Negative
327 Positive
328 Positive
329 Positive
330 Negative
331 Positive
332 Negative
333 Positive
334 Positive
335 Negative
336 Negative
337 Negative
338 Negative
339 Positive
340 Negative
341 Positive
342 Positive
343 Negative
344 Positive
345 Positive
346 Positive
347 Negative
348 Positive
349 Negative
350 Positive
351 Negative
352 Positive
353 Positive
354 Positive
355 Positive
356 Positive
357 Negative
358 Negative
359 Positive
360 Positive
361 Negative
362 Positive
363 Positive
364 Negative
365 Positive
366 Positive
367 Positive
368 Negative
369 Negative
370 Positive
371 Negative
372 Negative
373 Negative
374 Negative
375 Negative
376 Positive
377 Negative
378 Positive
379 Positive
380 Positive
381 Positive
382 Positive
383 Positive
384 Positive
385 Positive
386 Negative
387 Positive
388 Negative
389 Negative
390 Positive
391 Positive
392 Negative
393 Negative
394 Positive
395 Negative
396 Positive
397 Negative
398 Positive
399 Negative
400 Positive
401 Positive
402 Negative
403 Negative
404 Negative
405 Positive
406 Positive
407 Positive
408 Negative
409 Positive
410 Negative
411 Negative
412 Negative
413 Positive
414 Negative
415 Positive
416 Negative
417 Positive
418 Positive
419 Positive
420 Positive
421 Positive
422 Positive
423 Positive
424 Positive
425 Negative
426 Positive
427 Negative
428 Positive
429 Negative
430 Positive
431 Negative
432 Positive
433 Positive
434 Negative
435 Positive
436 Negative
437 Positive
438 Positive
439 Positive
440 Positive
441 Positive
442 Negative
443 Negative
444 Negative
445 Negative
446 Positive
447 Negative
448 Negative
449 Positive
450 Positive
451 Positive
452 Negative
453 Negative
454 Positive
455 Positive
456 Positive
457 Positive
458 Negative
459 Positive
460 Positive
461 Negative
462 Negative
463 Positive
464 Positive
465 Positive
466 Positive
467 Negative
468 Negative
469 Positive
470 Negative
471 Negative
472 Positive
473 Negative
474 Positive
475 Positive
476 Positive
477 Negative
478 Positive
479 Positive
480 Negative
481 Positive
482 Negative
483 Positive
484 Negative
485 Negative
486 Negative
487 Positive
488 Negative
489 Positive
490 Negative
491 Positive
492 Positive
493 Positive
494 Negative
495 Negative
496 Negative
497 Positive
498 Positive
499 Positive
500 Positive
501 Negative
502 Negative
503 Negative
504 Positive
505 Positive
506 Negative
507 Positive
508 Positive
509 Positive
510 Positive
511 Positive
512 Negative
513 Positive
514 Negative
515 Positive
516 Positive
517 Positive
518 Negative
519 Positive
520 Negative
521 Negative
522 Positive
523 Negative
524 Negative
525 Negative
526 Positive
527 Negative
528 Positive
529 Positive
530 Negative
531 Positive
532 Negative
533 Positive
534 Positive
535 Negative
536 Negative
537 Negative
538 Negative
539 Positive
540 Negative
541 Positive
542 Negative
543 Positive
544 Positive
545 Positive
546 Negative
547 Negative
548 Positive
549 Positive
550 Positive
551 Positive
552 Positive
553 Negative
554 Negative
555 Negative
556 Negative
557 Negative
558 Negative
559 Positive
560 Negative
561 Positive
562 Negative
563 Positive
564 Negative
565 Negative
566 Positive
567 Negative
568 Negative
569 Positive
570 Negative
571 Positive
572 Positive
573 Positive
574 Negative
575 Negative
576 Negative
577 Negative
578 Negative
579 Negative
580 Negative
581 Negative
582 Positive
583 Negative
584 Positive
585 Positive
586 Positive
587 Positive
588 Negative
589 Positive
590 Negative
591 Negative
592 Positive
593 Negative
594 Positive
595 Negative
596 Negative
597 Positive
598 Negative
599 Negative
600 Positive
601 Negative
602 Negative
603 Positive
604 Negative
605 Negative
606 Negative
607 Positive
608 Positive
609 Positive
610 Negative
611 Positive
612 Negative
613 Positive
614 Positive
615 Positive
616 Negative
617 Positive
618 Negative
619 Positive
620 Positive
621 Positive
622 Negative
623 Negative
624 Positive
625 Negative
626 Negative
627 Positive
628 Negative
629 Positive
630 Positive
631 Positive
632 Negative
633 Negative
634 Negative
635 Negative
636 Positive
637 Negative
638 Negative
639 Negative
640 Positive
641 Negative
642 Negative
643 Negative
644 Negative
645 Negative
646 Positive
647 Negative
648 Negative
649 Negative
650 Positive
651 Positive
652 Positive
653 Positive
654 Positive
655 Negative
656 Negative
657 Negative
658 Negative
659 Negative
660 Negative
661 Positive
662 Positive
663 Positive
664 Positive
665 Negative
666 Positive
667 Positive
668 Positive
669 Negative
670 Negative
671 Positive
672 Negative
673 Positive
674 Positive
675 Negative
676 Negative
677 Negative
678 Negative
679 Positive
680 Positive
681 Negative
682 Negative
683 Positive
684 Positive
685 Negative
686 Positive
687 Negative
688 Positive
689 Positive
690 Positive
691 Positive
692 Positive
693 Negative
694 Positive
695 Positive
696 Positive
697 Positive
698 Negative
699 Positive
700 Positive
701 Negative
702 Positive
703 Negative
704 Negative
705 Positive
706 Positive
707 Positive
708 Positive
709 Negative
710 Positive
711 Negative
712 Positive
713 Positive
714 Positive
715 Negative
716 Positive
717 Positive
718 Negative
719 Negative
720 Positive
721 Positive
722 Positive
723 Positive
724 Positive
725 Positive
726 Positive
727 Positive
728 Positive
729 Negative
730 Positive
731 Positive
732 Negative
733 Positive
734 Positive
735 Negative
736 Negative
737 Negative
738 Positive
739 Negative
740 Negative
741 Positive
742 Negative
743 Negative
744 Negative
745 Negative
746 Positive
747 Positive
748 Positive
749 Negative
750 Negative
751 Negative
752 Negative
753 Negative
754 Negative
755 Positive
756 Negative
757 Positive
758 Positive
759 Positive
760 Positive
761 Positive
762 Positive
763 Negative
764 Positive
765 Negative
766 Negative
767 Negative
768 Positive
769 Positive
770 Positive
771 Negative
772 Positive
773 Positive
774 Negative
775 Positive
776 Positive
777 Positive
778 Negative
779 Negative
780 Negative
781 Positive
782 Positive
783 Positive
784 Negative
785 Positive
786 Positive
787 Negative
788 Negative
789 Negative
790 Positive
791 Positive
792 Negative
793 Positive
794 Positive
795 Positive
796 Negative
797 Positive
798 Positive
799 Negative
800 Positive
801 Positive
802 Negative
803 Positive
804 Positive
805 Positive
806 Positive
807 Positive
808 Negative
809 Positive
810 Negative
811 Negative
812 Positive
813 Positive
814 Negative
815 Negative
816 Positive
817 Negative
818 Negative
819 Negative
820 Positive
821 Positive
822 Positive
823 Positive
824 Positive
825 Negative
826 Negative
827 Positive
828 Positive
829 Negative
830 Positive
831 Positive
832 Negative
833 Positive
834 Negative
835 Positive
836 Positive
837 Positive
838 Negative
839 Negative
840 Positive
841 Negative
842 Negative
843 Positive
844 Negative
845 Positive
846 Negative
847 Positive
848 Negative
849 Negative
850 Positive
851 Positive
852 Negative
853 Negative
854 Negative
855 Positive
856 Negative
857 Negative
858 Positive
859 Positive
860 Positive
861 Negative
862 Positive
863 Negative
864 Positive
865 Negative
866 Positive
867 Negative
868 Positive
869 Positive
870 Positive
871 Positive
872 Positive
873 Negative
874 Positive
875 Positive
876 Negative
877 Negative
878 Positive
879 Positive
880 Negative
881 Positive
882 Negative
883 Positive
884 Negative
885 Negative
886 Positive
887 Negative
888 Positive
889 Negative
890 Negative
891 Positive
892 Negative
893 Positive
894 Negative
895 Positive
896 Positive
897 Positive
898 Positive
899 Positive
900 Positive
901 Positive
902 Negative
903 Positive
904 Negative
905 Positive
906 Negative
907 Positive
908 Positive
909 Positive
910 Negative
911 Negative
912 Negative
913 Positive
914 Negative
915 Positive
916 Negative
917 Negative
918 Positive
919 Positive
920 Positive
921 Positive
922 Positive
923 Negative
924 Positive
925 Negative
926 Negative
927 Positive
928 Negative
929 Positive
930 Positive
931 Negative
932 Positive
933 Negative
934 Negative
935 Negative
936 Negative
937 Positive
938 Positive
939 Negative
940 Positive
941 Positive
942 Negative
943 Negative
944 Negative
945 Positive
946 Negative
947 Positive
948 Negative
949 Positive
950 Positive
951 Positive
952 Negative
953 Positive
954 Negative
955 Positive
956 Negative
957 Negative
958 Negative
959 Negative
960 Negative
961 Negative
962 Positive
963 Negative
964 Positive
965 Positive
966 Positive
967 Negative
968 Negative
969 Negative
970 Positive
971 Positive
972 Negative
973 Negative
974 Negative
975 Positive
976 Negative
977 Positive
978 Negative
979 Negative
980 Negative
981 Positive
982 Negative
983 Positive
984 Positive
985 Negative
986 Positive
987 Negative
988 Negative
989 Negative
990 Negative
991 Positive
992 Negative
993 Negative
994 Negative
995 Negative
996 Positive
997 Positive
998 Positive
999 Positive
1000 Positive
1001 Positive
1002 Negative
1003 Positive
1004 Positive
1005 Negative
1006 Positive
1007 Positive
1008 Positive
1009 Positive
1010 Negative
1011 Negative
1012 Negative
1013 Negative
1014 Positive
1015 Positive
1016 Positive
1017 Positive
1018 Negative
1019 Positive
1020 Positive
1021 Negative
1022 Positive
1023 Positive
1024 Negative
1025 Negative
1026 Positive
1027 Positive
1028 Negative
1029 Negative
1030 Positive
1031 Positive
1032 Negative
1033 Positive
1034 Positive
1035 Positive
1036 Negative
1037 Positive
1038 Negative
1039 Positive
1040 Negative
1041 Negative
1042 Negative
1043 Negative
1044 Positive
1045 Positive
1046 Negative
1047 Positive
1048 Positive
1049 Positive
1050 Positive
1051 Positive
1052 Positive
1053 Negative
1054 Positive
1055 Negative
1056 Negative
1057 Positive
1058 Negative
1059 Positive
1060 Negative
1061 Positive
1062 Positive
1063 Negative
1064 Negative
1065 Positive
1066 Negative
1067 Positive
1068 Negative
1069 Positive
1070 Negative
1071 Negative
1072 Negative
1073 Positive
1074 Positive
1075 Positive
1076 Positive
1077 Negative
1078 Positive
1079 Positive
1080 Positive
1081 Positive
1082 Positive
1083 Negative
1084 Positive
1085 Negative
1086 Positive
1087 Positive
1088 Positive
1089 PositiveThe new variable is “new” that has the dataset classifying Negative, Positive, Zero
13.Only for UP Direction,
a.Categorize Lag1 price based on its median
base_med=df %>% filter(Direction=="up") %>% summarise(median(df$Lag1))
base_med median(df$Lag1)
1 0.241b. Categorize Lag 1 price based on quartiles
base_qua=df %>% filter(Direction=="up") %>% summarise(quantile(df$Lag1))Warning: Returning more (or less) than 1 row per `summarise()` group was deprecated in
dplyr 1.1.0.
ℹ Please use `reframe()` instead.
ℹ When switching from `summarise()` to `reframe()`, remember that `reframe()`
always returns an ungrouped data frame and adjust accordingly.
Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
generated.base_qua quantile(df$Lag1)
1 -18.195
2 -1.154
3 0.241
4 1.405
5 12.026c. Categorize Lag 1 price based on suitable 5 percentiles
base_per=df %>% filter(Direction=="up") %>% summarise(quantile(df$Lag1,c(0,0.25,0.5,0.75,1)))Warning: Returning more (or less) than 1 row per `summarise()` group was deprecated in
dplyr 1.1.0.
ℹ Please use `reframe()` instead.
ℹ When switching from `summarise()` to `reframe()`, remember that `reframe()`
always returns an ungrouped data frame and adjust accordingly.
Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
generated.base_per quantile(df$Lag1, c(0, 0.25, 0.5, 0.75, 1))
1 -18.195
2 -1.154
3 0.241
4 1.405
5 12.026