Pada bagian ini kita membahas matriks dan vektor, dan kemudian kita membahas bagaimana kita dapat membuat matriks dan vektor di lingkungan pemrograman R.
Definisi 1 Untuk bilangan bulat positif n, vektor n-dimensi adalah 1- dimensi n array.
Contoh 1 Array 1 dimensi berikut
907 220 625 502
adalah vektor 4 dimensi. Di R, kita bisa menggunakan fungsi c() untuk membuat vektor.
contoh
v <- c(907,220,625,502)Notasi <- setara dengan tanda =. Kami menugaskan v sebagai vektor 4 dimensi di atas. Saat Anda mengetik v di R, maka Anda akan melihat
v## [1] 907 220 625 502Contoh 2 Array 1 dimensi berikut [2 3 4 5 6]
Sistem Persamaan Linier dan Matriks 5 adalah vektor 5 dimensi. Di R, menggunakan “:” Anda dapat dengan mudah membuat vektor a urutan angka. Dalam contoh ini, Anda dapat mengetik
v <- 2:6
v## [1] 2 3 4 5 6Definisi 2 Untuk bilangan bulat positif m, n, matriks m×n adalah matriks 2 dimensi larik m × n.
M <- matrix(c(1,1,1,2,1,3,1,4),nrow=2,ncol=4)Di sini fungsi c() menyimpan elemen dalam matriks. Urutan elemen dalam fungsi c() penting. Sebagai pengaturan default, ini dimulai dari elemen pertama dari vektor kolom pertama ke elemen terakhir dari kolom pertama vektor. Kemudian beralih dari elemen pertama dari vektor kolom kedua ke elemen terakhir dari vektor kolom kedua, dan seterusnya. “nrow” menentukan jumlah vektor baris dan “ncol” menentukan jumlah vektor kolom. Untuk ini contoh jumlah vektor baris adalah 2 dan jumlah vektor kolom adalah 4, jadi kami menyetel “nrow=2” dan “ncol=4”. Seperti sebelumnya <- berarti kita menetapkan ini matriks sebagai variabel M. Jika Anda mengetik M di R, maka Anda akan melihat hasilnya sebagai berikut
M## [,1] [,2] [,3] [,4]
## [1,] 1 1 1 1
## [2,] 1 2 3 4Sekarang misalkan kita hanya ingin memiliki vektor kolom pertama dari matriks ini M, lalu kita ketik
M[1,]## [1] 1 1 1 1Demikian pula, jika kita ingin memiliki kolom kedua dari matriks M, maka kita jenis
M[,2]## [1] 1 2Sekarang kami menunjukkan cara lain untuk membuat matriks dari menggabungkan vektor baris atau vektor kolom. Pertama, kami menunjukkan cara membuat matriks dengan menggabungkan vektor dengan fungsi rbind(). Mari kita definisikan r1 dan r2 sebagai vektor baris pertama dan vektor baris kedua matriks. Dalam R kita dapat mendefinisikan sebagai
r1 <- c(1, 1, 1, 1)
r2 <- c(1, 2, 3, 4)Kemudian kita menggunakan fungsi rbind() untuk membuat matriks M sebagai
M <- rbind(r1, r2)
M## [,1] [,2] [,3] [,4]
## r1 1 1 1 1
## r2 1 2 3 4Di sini Anda dapat mengabaikan r1 dan r2 dalam output karena tersisa dari rbind(). Dalam pembelajaran statistik atau ilmu data, informasi ini dapat bermanfaat, tetapi untuk saat ini Anda bisa mengabaikan ini. Untuk membuat matriks dari vektor kolom di R kita dapat menggunakan fungsi cbind(). Untuk contoh ini pertama-tama kita membuat empat vektor kolom c1, c2, c3, dan c4 dengan fungsi c().
c1 <- c(1, 1)
c2 <- c(1, 2)
c3 <- c(1, 3)
c4 <- c(1, 4)Kemudian Anda menggunakan fungsi cbind() untuk membuat matriks sebagai berikut:
M <- cbind(c1,c2,c3,c4)
M## c1 c2 c3 c4
## [1,] 1 1 1 1
## [2,] 1 2 3 4Sekali lagi, untuk saat ini kita abaikan c1, c2, c3, dan c4 di output. Jika Anda ingin mengekstrak elemen di baris ke-2 dan kolom ke-3, Anda dapat melakukan:
M[2,3]## c3
## 3Contoh 9
Kami melihat contoh kerja di bagian ini “Pasar” kumpulan data dari paket ISLR. Menggunakan fungsi head() Anda dapat melihat yang pertama enam pengamatan
library(ISLR)data(Smarket)
Smarket## Year Lag1 Lag2 Lag3 Lag4 Lag5 Volume Today Direction
## 1 2001 0.381 -0.192 -2.624 -1.055 5.010 1.19130 0.959 Up
## 2 2001 0.959 0.381 -0.192 -2.624 -1.055 1.29650 1.032 Up
## 3 2001 1.032 0.959 0.381 -0.192 -2.624 1.41120 -0.623 Down
## 4 2001 -0.623 1.032 0.959 0.381 -0.192 1.27600 0.614 Up
## 5 2001 0.614 -0.623 1.032 0.959 0.381 1.20570 0.213 Up
## 6 2001 0.213 0.614 -0.623 1.032 0.959 1.34910 1.392 Up
## 7 2001 1.392 0.213 0.614 -0.623 1.032 1.44500 -0.403 Down
## 8 2001 -0.403 1.392 0.213 0.614 -0.623 1.40780 0.027 Up
## 9 2001 0.027 -0.403 1.392 0.213 0.614 1.16400 1.303 Up
## 10 2001 1.303 0.027 -0.403 1.392 0.213 1.23260 0.287 Up
## 11 2001 0.287 1.303 0.027 -0.403 1.392 1.30900 -0.498 Down
## 12 2001 -0.498 0.287 1.303 0.027 -0.403 1.25800 -0.189 Down
## 13 2001 -0.189 -0.498 0.287 1.303 0.027 1.09800 0.680 Up
## 14 2001 0.680 -0.189 -0.498 0.287 1.303 1.05310 0.701 Up
## 15 2001 0.701 0.680 -0.189 -0.498 0.287 1.14980 -0.562 Down
## 16 2001 -0.562 0.701 0.680 -0.189 -0.498 1.29530 0.546 Up
## 17 2001 0.546 -0.562 0.701 0.680 -0.189 1.11880 -1.747 Down
## 18 2001 -1.747 0.546 -0.562 0.701 0.680 1.04840 0.359 Up
## 19 2001 0.359 -1.747 0.546 -0.562 0.701 1.01300 -0.151 Down
## 20 2001 -0.151 0.359 -1.747 0.546 -0.562 1.05960 -0.841 Down
## 21 2001 -0.841 -0.151 0.359 -1.747 0.546 1.15830 -0.623 Down
## 22 2001 -0.623 -0.841 -0.151 0.359 -1.747 1.10720 -1.334 Down
## 23 2001 -1.334 -0.623 -0.841 -0.151 0.359 1.07550 1.183 Up
## 24 2001 1.183 -1.334 -0.623 -0.841 -0.151 1.03910 -0.865 Down
## 25 2001 -0.865 1.183 -1.334 -0.623 -0.841 1.07520 -0.218 Down
## 26 2001 -0.218 -0.865 1.183 -1.334 -0.623 1.15030 0.812 Up
## 27 2001 0.812 -0.218 -0.865 1.183 -1.334 1.15370 -1.891 Down
## 28 2001 -1.891 0.812 -0.218 -0.865 1.183 1.25720 -1.736 Down
## 29 2001 -1.736 -1.891 0.812 -0.218 -0.865 1.11220 -1.851 Down
## 30 2001 -1.851 -1.736 -1.891 0.812 -0.218 1.20850 -0.195 Down
## 31 2001 -0.195 -1.851 -1.736 -1.891 0.812 1.36590 -0.556 Down
## 32 2001 -0.556 -0.195 -1.851 -1.736 -1.891 1.23130 1.749 Up
## 33 2001 1.749 -0.556 -0.195 -1.851 -1.736 1.13080 -0.766 Down
## 34 2001 -0.766 1.749 -0.556 -0.195 -1.851 1.11410 -1.431 Down
## 35 2001 -1.431 -0.766 1.749 -0.556 -0.195 1.22530 0.104 Up
## 36 2001 0.104 -1.431 -0.766 1.749 -0.556 1.29490 -0.568 Down
## 37 2001 -0.568 0.104 -1.431 -0.766 1.749 1.29400 0.586 Up
## 38 2001 0.586 -0.568 0.104 -1.431 -0.766 0.92920 0.998 Up
## 39 2001 0.998 0.586 -0.568 0.104 -1.431 1.09180 0.645 Up
## 40 2001 0.645 0.998 0.586 -0.568 0.104 1.13220 0.226 Up
## 41 2001 0.226 0.645 0.998 0.586 -0.568 1.11410 -2.476 Down
## 42 2001 -2.476 0.226 0.645 0.998 0.586 1.08590 -4.318 Down
## 43 2001 -4.318 -2.476 0.226 0.645 0.998 1.22900 1.483 Up
## 44 2001 1.483 -4.318 -2.476 0.226 0.645 1.36090 -2.584 Down
## 45 2001 -2.584 1.483 -4.318 -2.476 0.226 1.39740 0.587 Up
## 46 2001 0.587 -2.584 1.483 -4.318 -2.476 1.25950 -1.962 Down
## 47 2001 -1.962 0.587 -2.584 1.483 -4.318 1.54356 1.763 Up
## 48 2001 1.763 -1.962 0.587 -2.584 1.483 1.12620 -2.408 Down
## 49 2001 -2.408 1.763 -1.962 0.587 -2.584 1.23590 -1.792 Down
## 50 2001 -1.792 -2.408 1.763 -1.962 0.587 1.34630 -0.406 Down
## 51 2001 -0.406 -1.792 -2.408 1.763 -1.962 1.72395 1.991 Up
## 52 2001 1.991 -0.406 -1.792 -2.408 1.763 1.36490 1.128 Up
## 53 2001 1.128 1.991 -0.406 -1.792 -2.408 1.11400 2.557 Up
## 54 2001 2.557 1.128 1.991 -0.406 -1.792 1.31420 -2.443 Down
## 55 2001 -2.443 2.557 1.128 1.991 -0.406 1.33340 -0.463 Down
## 56 2001 -0.463 -2.443 2.557 1.128 1.991 1.23450 1.078 Up
## 57 2001 1.078 -0.463 -2.443 2.557 1.128 1.28080 -1.246 Down
## 58 2001 -1.246 1.078 -0.463 -2.443 2.557 1.25490 -3.439 Down
## 59 2001 -3.439 -1.246 1.078 -0.463 -2.443 1.38610 -0.290 Down
## 60 2001 -0.290 -3.439 -1.246 1.078 -0.463 1.42559 4.368 Up
## 61 2001 4.368 -0.290 -3.439 -1.246 1.078 1.36800 -1.998 Down
## 62 2001 -1.998 4.368 -0.290 -3.439 -1.246 1.26680 0.812 Up
## 63 2001 0.812 -1.998 4.368 -0.290 -3.439 1.06280 2.707 Up
## 64 2001 2.707 0.812 -1.998 4.368 -0.290 1.34960 -0.213 Down
## 65 2001 -0.213 2.707 0.812 -1.998 4.368 1.29030 1.510 Up
## 66 2001 1.510 -0.213 2.707 0.812 -1.998 1.10200 -0.323 Down
## 67 2001 -0.323 1.510 -0.213 2.707 0.812 0.91390 1.028 Up
## 68 2001 1.028 -0.323 1.510 -0.213 2.707 1.10960 3.889 Up
## 69 2001 3.889 1.028 -0.323 1.510 -0.213 1.91890 1.254 Up
## 70 2001 1.254 3.889 1.028 -0.323 1.510 1.48680 -0.854 Down
## 71 2001 -0.854 1.254 3.889 1.028 -0.323 1.33870 -1.498 Down
## 72 2001 -1.498 -0.854 1.254 3.889 1.028 1.01260 -1.216 Down
## 73 2001 -1.216 -1.498 -0.854 1.254 3.889 1.21650 1.594 Up
## 74 2001 1.594 -1.216 -1.498 -0.854 1.254 1.20360 0.470 Up
## 75 2001 0.470 1.594 -1.216 -1.498 -0.854 1.34520 1.501 Up
## 76 2001 1.501 0.470 1.594 -1.216 -1.498 1.09130 -0.287 Down
## 77 2001 -0.287 1.501 0.470 1.594 -1.216 1.26680 1.359 Up
## 78 2001 1.359 -0.287 1.501 0.470 1.594 1.18130 0.078 Up
## 79 2001 0.078 1.359 -0.287 1.501 0.470 1.34220 -1.487 Down
## 80 2001 -1.487 0.078 1.359 -0.287 1.501 1.13790 1.444 Up
## 81 2001 1.444 -1.487 0.078 1.359 -0.287 1.08210 -0.245 Down
## 82 2001 -0.245 1.444 -1.487 0.078 1.359 0.94900 -0.183 Down
## 83 2001 -0.183 -0.245 1.444 -1.487 0.078 1.00630 -0.449 Down
## 84 2001 -0.449 -0.183 -0.245 1.444 -1.487 1.13240 -0.029 Down
## 85 2001 -0.029 -0.449 -0.183 -0.245 1.444 1.05670 -0.758 Down
## 86 2001 -0.758 -0.029 -0.449 -0.183 -0.245 0.90620 0.261 Up
## 87 2001 0.261 -0.758 -0.029 -0.449 -0.183 0.85820 0.042 Up
## 88 2001 0.042 0.261 -0.758 -0.029 -0.449 1.07180 2.845 Up
## 89 2001 2.845 0.042 0.261 -0.758 -0.029 1.40530 0.272 Up
## 90 2001 0.272 2.845 0.042 0.261 -0.758 1.35560 0.269 Up
## 91 2001 0.269 0.272 2.845 0.042 0.261 1.13080 1.615 Up
## 92 2001 1.615 0.269 0.272 2.845 0.042 1.17490 -0.263 Down
## 93 2001 -0.263 1.615 0.269 0.272 2.845 1.26040 -1.553 Down
## 94 2001 -1.553 -0.263 1.615 0.269 0.272 1.13480 0.320 Up
## 95 2001 0.320 -1.553 -0.263 1.615 0.269 1.10070 -1.182 Down
## 96 2001 -1.182 0.320 -1.553 -0.263 1.615 0.82810 -0.779 Down
## 97 2001 -0.779 -1.182 0.320 -1.553 -0.263 1.02600 -1.566 Down
## 98 2001 -1.566 -0.779 -1.182 0.320 -1.553 1.15860 0.620 Up
## 99 2001 0.620 -1.566 -0.779 -1.182 0.320 1.22660 0.386 Up
## 100 2001 0.386 0.620 -1.566 -0.779 -1.182 1.01500 0.511 Up
## 101 2001 0.511 0.386 0.620 -1.566 -0.779 0.83650 1.299 Up
## 102 2001 1.299 0.511 0.386 0.620 -1.566 1.11680 -1.055 Down
## 103 2001 -1.055 1.299 0.511 0.386 0.620 1.06190 0.546 Up
## 104 2001 0.546 -1.055 1.299 0.511 0.386 1.08960 -0.940 Down
## 105 2001 -0.940 0.546 -1.055 1.299 0.511 0.72620 -0.836 Down
## 106 2001 -0.836 -0.940 0.546 -1.055 1.299 0.87010 0.116 Up
## 107 2001 0.116 -0.836 -0.940 0.546 -1.055 1.13650 -1.135 Down
## 108 2001 -1.135 0.116 -0.836 -0.940 0.546 1.06360 -1.750 Down
## 109 2001 -1.750 -1.135 0.116 -0.836 -0.940 1.24290 -0.452 Down
## 110 2001 -0.452 -1.750 -1.135 0.116 -0.836 1.63555 -0.488 Down
## 111 2001 -0.488 -0.452 -1.750 -1.135 0.116 1.11160 0.343 Up
## 112 2001 0.343 -0.488 -0.452 -1.750 -1.135 1.18490 0.871 Up
## 113 2001 0.871 0.343 -0.488 -0.452 -1.750 1.35010 1.136 Up
## 114 2001 1.136 0.871 0.343 -0.488 -0.452 1.54682 -0.945 Down
## 115 2001 -0.945 1.136 0.871 0.343 -0.488 1.18920 -0.551 Down
## 116 2001 -0.551 -0.945 1.136 0.871 0.343 1.05010 -0.151 Down
## 117 2001 -0.151 -0.551 -0.945 1.136 0.871 1.19890 -0.468 Down
## 118 2001 -0.468 -0.151 -0.551 -0.945 1.136 1.16210 1.249 Up
## 119 2001 1.249 -0.468 -0.151 -0.551 -0.945 1.32730 -0.148 Down
## 120 2001 -0.148 1.249 -0.468 -0.151 -0.551 1.83236 1.008 Up
## 121 2001 1.008 -0.148 1.249 -0.468 -0.151 1.12830 -0.184 Down
## 122 2001 -0.184 1.008 -0.148 1.249 -0.468 0.62211 -1.232 Down
## 123 2001 -1.232 -0.184 1.008 -0.148 1.249 0.93490 -2.350 Down
## 124 2001 -2.350 -1.232 -0.184 1.008 -0.148 1.05670 0.688 Up
## 125 2001 0.688 -2.350 -1.232 -0.184 1.008 1.04570 -1.440 Down
## 126 2001 -1.440 0.688 -2.350 -1.232 -0.184 1.26380 -0.113 Down
## 127 2001 -0.113 -1.440 0.688 -2.350 -1.232 1.38410 2.369 Up
## 128 2001 2.369 -0.113 -1.440 0.688 -2.350 1.39400 0.624 Up
## 129 2001 0.624 2.369 -0.113 -1.440 0.688 1.12170 -1.088 Down
## 130 2001 -1.088 0.624 2.369 -0.113 -1.440 1.03980 0.997 Up
## 131 2001 0.997 -1.088 0.624 2.369 -0.113 1.23810 -0.554 Down
## 132 2001 -0.554 0.997 -1.088 0.624 2.369 1.31630 0.605 Up
## 133 2001 0.605 -0.554 0.997 -1.088 0.624 1.34350 -0.343 Down
## 134 2001 -0.343 0.605 -0.554 0.997 -1.088 1.17090 -1.637 Down
## 135 2001 -1.637 -0.343 0.605 -0.554 0.997 0.98690 -1.627 Down
## 136 2001 -1.627 -1.637 -0.343 0.605 -0.554 1.19870 1.608 Up
## 137 2001 1.608 -1.627 -1.637 -0.343 0.605 1.28070 1.045 Up
## 138 2001 1.045 1.608 -1.627 -1.637 -0.343 1.21390 0.240 Up
## 139 2001 0.240 1.045 1.608 -1.627 -1.637 1.01530 -0.108 Down
## 140 2001 -0.108 0.240 1.045 1.608 -1.627 0.90910 0.557 Up
## 141 2001 0.557 -0.108 0.240 1.045 1.608 1.12920 0.388 Up
## 142 2001 0.388 0.557 -0.108 0.240 1.045 1.34030 0.396 Up
## 143 2001 0.396 0.388 0.557 -0.108 0.240 1.21830 -0.524 Down
## 144 2001 -0.524 0.396 0.388 0.557 -0.108 0.93990 -1.142 Down
## 145 2001 -1.142 -0.524 0.396 0.388 0.557 0.81170 0.327 Up
## 146 2001 0.327 -1.142 -0.524 0.396 0.388 1.01200 -1.733 Down
## 147 2001 -1.733 0.327 -1.142 -0.524 0.396 1.12460 -0.008 Down
## 148 2001 -0.008 -1.733 0.327 -1.142 -0.524 1.10420 0.569 Up
## 149 2001 0.569 -0.008 -1.733 0.327 -1.142 0.96090 0.095 Up
## 150 2001 0.095 0.569 -0.008 -1.733 0.327 0.83760 -0.383 Down
## 151 2001 -0.383 0.095 0.569 -0.008 -1.733 0.96460 -0.734 Down
## 152 2001 -0.734 -0.383 0.095 0.569 -0.008 1.06560 0.309 Up
## 153 2001 0.309 -0.734 -0.383 0.095 0.569 1.05540 -1.666 Down
## 154 2001 -1.666 0.309 -0.734 -0.383 0.095 0.97430 0.812 Up
## 155 2001 0.812 -1.666 0.309 -0.734 -0.383 0.89710 -1.208 Down
## 156 2001 -1.208 0.812 -1.666 0.309 -0.734 1.04160 0.696 Up
## 157 2001 0.696 -1.208 0.812 -1.666 0.309 1.11080 -0.276 Down
## 158 2001 -0.276 0.696 -1.208 0.812 -1.666 0.98620 1.965 Up
## 159 2001 1.965 -0.276 0.696 -1.208 0.812 1.04360 -0.483 Down
## 160 2001 -0.483 1.965 -0.276 0.696 -1.208 0.84260 -1.501 Down
## 161 2001 -1.501 -0.483 1.965 -0.276 0.696 0.98710 -1.115 Down
## 162 2001 -1.115 -1.501 -0.483 1.965 -0.276 0.96370 -1.700 Down
## 163 2001 -1.700 -1.115 -1.501 -0.483 1.965 1.15700 0.403 Up
## 164 2001 0.403 -1.700 -1.115 -1.501 -0.483 0.92010 -0.056 Down
## 165 2001 -0.056 0.403 -1.700 -1.115 -1.501 1.17830 -0.106 Down
## 166 2001 -0.106 -0.056 0.403 -1.700 -1.115 1.38450 -2.239 Down
## 167 2001 -2.239 -0.106 -0.056 0.403 -1.700 1.35970 -1.864 Down
## 168 2001 -1.864 -2.239 -0.106 -0.056 0.403 1.42430 0.623 Up
## 169 2001 0.623 -1.864 -2.239 -0.106 -0.056 1.27660 -4.922 Down
## 170 2001 -4.922 0.623 -1.864 -2.239 -0.106 2.33083 -0.580 Down
## 171 2001 -0.580 -4.922 0.623 -1.864 -2.239 1.65041 -1.611 Down
## 172 2001 -1.611 -0.580 -4.922 0.623 -1.864 2.12055 -3.106 Down
## 173 2001 -3.106 -1.611 -0.580 -4.922 0.623 2.00480 -1.903 Down
## 174 2001 -1.903 -3.106 -1.611 -0.580 -4.922 2.31730 3.898 Up
## 175 2001 3.898 -1.903 -3.106 -1.611 -0.580 1.74660 0.879 Up
## 176 2001 0.879 3.898 -1.903 -3.106 -1.611 1.61380 -0.517 Down
## 177 2001 -0.517 0.879 3.898 -1.903 -3.106 1.51910 1.149 Up
## 178 2001 1.149 -0.517 0.879 3.898 -1.903 1.46700 2.192 Up
## 179 2001 2.192 1.149 -0.517 0.879 3.898 1.63150 -0.230 Down
## 180 2001 -0.230 2.192 1.149 -0.517 0.879 1.17560 1.231 Up
## 181 2001 1.231 -0.230 2.192 1.149 -0.517 1.28980 1.993 Up
## 182 2001 1.993 1.231 -0.230 2.192 1.149 1.65060 -0.247 Down
## 183 2001 -0.247 1.993 1.231 -0.230 2.192 1.60910 0.164 Up
## 184 2001 0.164 -0.247 1.993 1.231 -0.230 1.30170 -0.834 Down
## 185 2001 -0.834 0.164 -0.247 1.993 1.231 0.97900 -0.536 Down
## 186 2001 -0.536 -0.834 0.164 -0.247 1.993 1.22780 2.294 Up
## 187 2001 2.294 -0.536 -0.834 0.164 -0.247 1.31240 1.521 Up
## 188 2001 1.521 2.294 -0.536 -0.834 0.164 1.70458 -0.527 Down
## 189 2001 -0.527 1.521 2.294 -0.536 -0.834 1.33140 -0.153 Down
## 190 2001 -0.153 -0.527 1.521 2.294 -0.536 1.02470 0.694 Up
## 191 2001 0.694 -0.153 -0.527 1.521 2.294 1.21050 -1.863 Down
## 192 2001 -1.863 0.694 -0.153 -0.527 1.521 1.45220 -0.787 Down
## 193 2001 -0.787 -1.863 0.694 -0.153 -0.527 1.26290 0.456 Up
## 194 2001 0.456 -0.787 -1.863 0.694 -0.153 1.29490 1.530 Up
## 195 2001 1.530 0.456 -0.787 -1.863 0.694 1.10570 -0.470 Down
## 196 2001 -0.470 1.530 0.456 -0.787 -1.863 1.31730 0.039 Up
## 197 2001 0.039 -0.470 1.530 0.456 -0.787 1.33620 1.372 Up
## 198 2001 1.372 0.039 -0.470 1.530 0.456 1.36440 0.411 Up
## 199 2001 0.411 1.372 0.039 -0.470 1.530 1.24450 -2.382 Down
## 200 2001 -2.382 0.411 1.372 0.039 -0.470 1.10610 -1.717 Down
## 201 2001 -1.717 -2.382 0.411 1.372 0.039 1.29740 -0.001 Down
## 202 2001 -0.001 -1.717 -2.382 0.411 1.372 1.35250 2.295 Up
## 203 2001 2.295 -0.001 -1.717 -2.382 0.411 1.31740 0.286 Up
## 204 2001 0.286 2.295 -0.001 -1.717 -2.382 1.12190 1.439 Up
## 205 2001 1.439 0.286 2.295 -0.001 -1.717 1.26770 1.453 Up
## 206 2001 1.453 1.439 0.286 2.295 -0.001 1.35600 -0.273 Down
## 207 2001 -0.273 1.453 1.439 0.286 2.295 1.41130 0.246 Up
## 208 2001 0.246 -0.273 1.453 1.439 0.286 1.51750 0.158 Up
## 209 2001 0.158 0.246 -0.273 1.453 1.439 1.09380 -0.177 Down
## 210 2001 -0.177 0.158 0.246 -0.273 1.453 0.99160 1.856 Up
## 211 2001 1.856 -0.177 0.158 0.246 -0.273 1.37010 0.186 Up
## 212 2001 0.186 1.856 -0.177 0.158 0.246 1.44340 0.090 Up
## 213 2001 0.090 0.186 1.856 -0.177 0.158 1.45450 -0.314 Down
## 214 2001 -0.314 0.090 0.186 1.856 -0.177 1.33740 1.090 Up
## 215 2001 1.090 -0.314 0.090 0.186 1.856 1.31680 -0.730 Down
## 216 2001 -0.730 1.090 -0.314 0.090 0.186 1.33020 -0.493 Down
## 217 2001 -0.493 -0.730 1.090 -0.314 0.090 1.02930 1.171 Up
## 218 2001 1.171 -0.493 -0.730 1.090 -0.314 0.41030 0.615 Up
## 219 2001 0.615 1.171 -0.493 -0.730 1.090 1.12980 -0.684 Down
## 220 2001 -0.684 0.615 1.171 -0.493 -0.730 1.28800 -1.825 Down
## 221 2001 -1.825 -0.684 0.615 1.171 -0.493 1.42370 1.035 Up
## 222 2001 1.035 -1.825 -0.684 0.615 1.171 1.37570 -0.066 Down
## 223 2001 -0.066 1.035 -1.825 -0.684 0.615 1.34360 -0.838 Down
## 224 2001 -0.838 -0.066 1.035 -1.825 -0.684 1.20290 1.319 Up
## 225 2001 1.319 -0.838 -0.066 1.035 -1.825 1.31850 2.232 Up
## 226 2001 2.232 1.319 -0.838 -0.066 1.035 1.76530 -0.278 Down
## 227 2001 -0.278 2.232 1.319 -0.838 -0.066 1.48790 -0.753 Down
## 228 2001 -0.753 -0.278 2.232 1.319 -0.838 1.24820 -1.587 Down
## 229 2001 -1.587 -0.753 -0.278 2.232 1.319 1.21870 -0.278 Down
## 230 2001 -0.278 -1.587 -0.753 -0.278 2.232 1.36720 0.027 Up
## 231 2001 0.027 -0.278 -1.587 -0.753 -0.278 1.44970 -1.556 Down
## 232 2001 -1.556 0.027 -0.278 -1.587 -0.753 1.51150 0.331 Up
## 233 2001 0.331 -1.556 0.027 -0.278 -1.587 1.30680 1.003 Up
## 234 2001 1.003 0.331 -1.556 0.027 -0.278 1.26040 0.755 Up
## 235 2001 0.755 1.003 0.331 -1.556 0.027 1.35400 0.581 Up
## 236 2001 0.581 0.755 1.003 0.331 -1.556 1.48490 -0.838 Down
## 237 2001 -0.838 0.581 0.755 1.003 0.331 1.49050 0.435 Up
## 238 2001 0.435 -0.838 0.581 0.755 1.003 1.69400 -0.021 Down
## 239 2001 -0.021 0.435 -0.838 0.581 0.755 0.43967 0.412 Up
## 240 2001 0.412 -0.021 0.435 -0.838 0.581 0.79110 0.675 Up
## 241 2001 0.675 0.412 -0.021 0.435 -0.838 0.87630 0.336 Up
## 242 2001 0.336 0.675 0.412 -0.021 0.435 0.91740 -1.115 Down
## 243 2002 -1.115 0.336 0.675 0.412 -0.021 0.94360 0.574 Up
## 244 2002 0.574 -1.115 0.336 0.675 0.412 1.17100 0.918 Up
## 245 2002 0.918 0.574 -1.115 0.336 0.675 1.39890 0.621 Up
## 246 2002 0.621 0.918 0.574 -1.115 0.336 1.51300 -0.650 Down
## 247 2002 -0.650 0.621 0.918 0.574 -1.115 1.30830 -0.359 Down
## 248 2002 -0.359 -0.650 0.621 0.918 0.574 1.25880 -0.480 Down
## 249 2002 -0.480 -0.359 -0.650 0.621 0.918 1.45200 0.122 Up
## 250 2002 0.122 -0.480 -0.359 -0.650 0.621 1.29900 -0.947 Down
## 251 2002 -0.947 0.122 -0.480 -0.359 -0.650 1.21190 -0.628 Down
## 252 2002 -0.628 -0.947 0.122 -0.480 -0.359 1.28640 0.683 Up
## 253 2002 0.683 -0.628 -0.947 0.122 -0.480 1.38690 -1.625 Down
## 254 2002 -1.625 0.683 -0.628 -0.947 0.122 1.48250 1.003 Up
## 255 2002 1.003 -1.625 0.683 -0.628 -0.947 1.38010 -0.992 Down
## 256 2002 -0.992 1.003 -1.625 0.683 -0.628 1.33330 -0.733 Down
## 257 2002 -0.733 -0.992 1.003 -1.625 0.683 1.31160 0.792 Up
## 258 2002 0.792 -0.733 -0.992 1.003 -1.625 1.47920 0.352 Up
## 259 2002 0.352 0.792 -0.733 -0.992 1.003 1.55280 0.100 Up
## 260 2002 0.100 0.352 0.792 -0.733 -0.992 1.34510 -0.019 Down
## 261 2002 -0.019 0.100 0.352 0.792 -0.733 1.18680 -2.861 Down
## 262 2002 -2.861 -0.019 0.100 0.352 0.792 1.81200 1.175 Up
## 263 2002 1.175 -2.861 -0.019 0.100 0.352 2.01960 1.493 Up
## 264 2002 1.493 1.175 -2.861 -0.019 0.100 1.55700 -0.708 Down
## 265 2002 -0.708 1.493 1.175 -2.861 -0.019 1.36720 -2.474 Down
## 266 2002 -2.474 -0.708 1.493 1.175 -2.861 1.43760 -0.404 Down
## 267 2002 -0.404 -2.474 -0.708 1.493 1.175 1.77830 -0.597 Down
## 268 2002 -0.597 -0.404 -2.474 -0.708 1.493 1.66580 -0.308 Down
## 269 2002 -0.308 -0.597 -0.404 -2.474 -0.708 1.44160 1.486 Up
## 270 2002 1.486 -0.308 -0.597 -0.404 -2.474 1.37190 1.434 Up
## 271 2002 1.434 1.486 -0.308 -0.597 -0.404 1.15940 -0.399 Down
## 272 2002 -0.399 1.434 1.486 -0.308 -0.597 1.09420 0.994 Up
## 273 2002 0.994 -0.399 1.434 1.486 -0.308 1.21590 -0.181 Down
## 274 2002 -0.181 0.994 -0.399 1.434 1.486 1.27250 -1.102 Down
## 275 2002 -1.102 -0.181 0.994 -0.399 1.434 1.35920 -1.887 Down
## 276 2002 -1.887 -1.102 -0.181 0.994 -0.399 1.18990 1.351 Up
## 277 2002 1.351 -1.887 -1.102 -0.181 0.994 1.43890 -1.551 Down
## 278 2002 -1.551 1.351 -1.887 -1.102 -0.181 1.38160 0.822 Up
## 279 2002 0.822 -1.551 1.351 -1.887 -1.102 1.41100 1.798 Up
## 280 2002 1.798 0.822 -1.551 1.351 -1.887 1.36740 -0.005 Down
## 281 2002 -0.005 1.798 0.822 -1.551 1.351 1.30920 0.046 Up
## 282 2002 0.046 -0.005 1.798 0.822 -1.551 1.39380 -0.285 Down
## 283 2002 -0.285 0.046 -0.005 1.798 0.822 1.39220 2.263 Up
## 284 2002 2.263 -0.285 0.046 -0.005 1.798 1.45650 1.949 Up
## 285 2002 1.949 2.263 -0.285 0.046 -0.005 1.59430 -0.667 Down
## 286 2002 -0.667 1.949 2.263 -0.285 0.046 1.54930 1.451 Up
## 287 2002 1.451 -0.667 1.949 2.263 -0.285 1.54130 -0.450 Down
## 288 2002 -0.450 1.451 -0.667 1.949 2.263 1.51740 0.585 Up
## 289 2002 0.585 -0.450 1.451 -0.667 1.949 1.41200 0.339 Up
## 290 2002 0.339 0.585 -0.450 1.451 -0.667 1.21020 -0.229 Down
## 291 2002 -0.229 0.339 0.585 -0.450 1.451 1.30440 -0.986 Down
## 292 2002 -0.986 -0.229 0.339 0.585 -0.450 1.35400 -0.091 Down
## 293 2002 -0.091 -0.986 -0.229 0.339 0.585 1.20880 1.138 Up
## 294 2002 1.138 -0.091 -0.986 -0.229 0.339 1.49390 -0.052 Down
## 295 2002 -0.052 1.138 -0.091 -0.986 -0.229 1.16950 0.407 Up
## 296 2002 0.407 -0.052 1.138 -0.091 -0.986 1.25500 -1.576 Down
## 297 2002 -1.576 0.407 -0.052 1.138 -0.091 1.30490 0.151 Up
## 298 2002 0.151 -1.576 0.407 -0.052 1.138 1.33920 -0.424 Down
## 299 2002 -0.424 0.151 -1.576 0.407 -0.052 1.24330 -1.465 Down
## 300 2002 -1.465 -0.424 0.151 -1.576 0.407 1.05790 0.585 Up
## 301 2002 0.585 -1.465 -0.424 0.151 -1.576 1.22360 0.535 Up
## 302 2002 0.535 0.585 -1.465 -0.424 0.151 1.18010 0.246 Up
## 303 2002 0.246 0.535 0.585 -1.465 -0.424 1.14760 -0.074 Down
## 304 2002 -0.074 0.246 0.535 0.585 -1.465 1.05090 -0.853 Down
## 305 2002 -0.853 -0.074 0.246 0.535 0.585 1.17670 -0.999 Down
## 306 2002 -0.999 -0.853 -0.074 0.246 0.535 1.21970 0.084 Up
## 307 2002 0.084 -0.999 -0.853 -0.074 0.246 1.28380 -0.321 Down
## 308 2002 -0.321 0.084 -0.999 -0.853 -0.074 1.11020 0.228 Up
## 309 2002 0.228 -0.321 0.084 -0.999 -0.853 1.09530 -0.666 Down
## 310 2002 -0.666 0.228 -0.321 0.084 -0.999 1.23540 1.133 Up
## 311 2002 1.133 -0.666 0.228 -0.321 0.084 1.44790 -2.369 Down
## 312 2002 -2.369 1.133 -0.666 0.228 -0.321 1.50560 0.663 Up
## 313 2002 0.663 -2.369 1.133 -0.666 0.228 1.28210 -0.761 Down
## 314 2002 -0.761 0.663 -2.369 1.133 -0.666 1.12040 2.342 Up
## 315 2002 2.342 -0.761 0.663 -2.369 1.133 1.34130 -0.204 Down
## 316 2002 -0.204 2.342 -0.761 0.663 -2.369 1.37690 -0.142 Down
## 317 2002 -0.142 -0.204 2.342 -0.761 0.663 1.35930 0.062 Up
## 318 2002 0.062 -0.142 -0.204 2.342 -0.761 1.18500 -1.541 Down
## 319 2002 -1.541 0.062 -0.142 -0.204 2.342 1.18180 -0.620 Down
## 320 2002 -0.620 -1.541 0.062 -0.142 -0.204 1.38850 -0.710 Down
## 321 2002 -0.710 -0.620 -1.541 0.062 -0.142 1.37320 -0.152 Down
## 322 2002 -0.152 -0.710 -0.620 -1.541 0.062 1.51740 -1.389 Down
## 323 2002 -1.389 -0.152 -0.710 -0.620 -1.541 1.37420 -1.010 Down
## 324 2002 -1.010 -1.389 -0.152 -0.710 -0.620 1.31470 1.077 Up
## 325 2002 1.077 -1.010 -1.389 -0.152 -0.710 1.62860 0.886 Up
## 326 2002 0.886 1.077 -1.010 -1.389 -0.152 1.45140 -0.175 Down
## 327 2002 -0.175 0.886 1.077 -1.010 -1.389 1.36400 -1.026 Down
## 328 2002 -1.026 -0.175 0.886 1.077 -1.010 1.28450 -1.934 Down
## 329 2002 -1.934 -1.026 -0.175 0.886 1.077 1.12260 -0.302 Down
## 330 2002 -0.302 -1.934 -1.026 -0.175 0.886 1.35470 3.750 Up
## 331 2002 3.750 -0.302 -1.934 -1.026 -0.175 1.50200 -1.455 Down
## 332 2002 -1.455 3.750 -0.302 -1.934 -1.026 1.15300 -1.679 Down
## 333 2002 -1.679 -1.455 3.750 -0.302 -1.934 1.17190 1.855 Up
## 334 2002 1.855 -1.679 -1.455 3.750 -0.302 1.08860 2.114 Up
## 335 2002 2.114 1.855 -1.679 -1.455 3.750 1.41450 -0.566 Down
## 336 2002 -0.566 2.114 1.855 -1.679 -1.455 1.42020 0.656 Up
## 337 2002 0.656 -0.566 2.114 1.855 -1.679 1.25660 0.761 Up
## 338 2002 0.761 0.656 -0.566 2.114 1.855 1.27440 -1.329 Down
## 339 2002 -1.329 0.761 0.656 -0.566 2.114 0.98980 -1.099 Down
## 340 2002 -1.099 -1.329 0.761 0.656 -0.566 1.20050 0.569 Up
## 341 2002 0.569 -1.099 -1.329 0.761 0.656 1.13630 1.018 Up
## 342 2002 1.018 0.569 -1.099 -1.329 0.761 1.19290 -1.209 Down
## 343 2002 -1.209 1.018 0.569 -1.099 -1.329 0.88540 -0.855 Down
## 344 2002 -0.855 -1.209 1.018 0.569 -1.099 0.99650 -0.641 Down
## 345 2002 -0.641 -0.855 -1.209 1.018 0.569 1.08180 -0.281 Down
## 346 2002 -0.281 -0.641 -0.855 -1.209 1.018 1.28660 0.233 Up
## 347 2002 0.233 -0.281 -0.641 -0.855 -1.209 1.27730 -2.480 Down
## 348 2002 -2.480 0.233 -0.281 -0.641 -0.855 1.32430 0.001 Up
## 349 2002 0.001 -2.480 0.233 -0.281 -0.641 1.46660 0.885 Up
## 350 2002 0.885 0.001 -2.480 0.233 -0.281 1.30010 -1.976 Down
## 351 2002 -1.976 0.885 0.001 -2.480 0.233 1.60150 -0.157 Down
## 352 2002 -0.157 -1.976 0.885 0.001 -2.480 1.34130 0.312 Up
## 353 2002 0.312 -0.157 -1.976 0.885 0.001 1.22620 -1.663 Down
## 354 2002 -1.663 0.312 -0.157 -1.976 0.885 1.21240 0.657 Up
## 355 2002 0.657 -1.663 0.312 -0.157 -1.976 1.79572 -1.049 Down
## 356 2002 -1.049 0.657 -1.663 0.312 -0.157 1.40550 -0.227 Down
## 357 2002 -0.227 -1.049 0.657 -1.663 0.312 1.54900 2.869 Up
## 358 2002 2.869 -0.227 -1.049 0.657 -1.663 1.23660 0.094 Up
## 359 2002 0.094 2.869 -0.227 -1.049 0.657 1.19310 -1.654 Down
## 360 2002 -1.654 0.094 2.869 -0.227 -1.049 1.33610 -1.343 Down
## 361 2002 -1.343 -1.654 0.094 2.869 -0.227 1.38970 -1.704 Down
## 362 2002 -1.704 -1.343 -1.654 0.094 2.869 1.49720 0.362 Up
## 363 2002 0.362 -1.704 -1.343 -1.654 0.094 1.55260 -1.670 Down
## 364 2002 -1.670 0.362 -1.704 -1.343 -1.654 1.51370 -0.267 Down
## 365 2002 -0.267 -1.670 0.362 -1.704 -1.343 2.01429 1.758 Up
## 366 2002 1.758 -0.267 -1.670 0.362 -1.704 1.90860 -0.083 Down
## 367 2002 -0.083 1.758 -0.267 -1.670 0.362 2.11700 -2.139 Down
## 368 2002 -2.139 -0.083 1.758 -0.267 -1.670 1.42550 -2.123 Down
## 369 2002 -2.123 -2.139 -0.083 1.758 -0.267 1.82300 0.622 Up
## 370 2002 0.622 -2.123 -2.139 -0.083 1.758 1.52780 3.673 Up
## 371 2002 3.673 0.622 -2.123 -2.139 -0.083 0.69940 -1.218 Down
## 372 2002 -1.218 3.673 0.622 -2.123 -2.139 1.18440 -2.472 Down
## 373 2002 -2.472 -1.218 3.673 0.622 -2.123 1.34890 -3.396 Down
## 374 2002 -3.396 -2.472 -1.218 3.673 0.622 1.81690 0.750 Up
## 375 2002 0.750 -3.396 -2.472 -1.218 3.673 2.08048 -0.645 Down
## 376 2002 -0.645 0.750 -3.396 -2.472 -1.218 1.60740 -0.376 Down
## 377 2002 -0.376 -0.645 0.750 -3.396 -2.472 2.57480 -1.851 Down
## 378 2002 -1.851 -0.376 -0.645 0.750 -3.396 1.84370 0.566 Up
## 379 2002 0.566 -1.851 -0.376 -0.645 0.750 2.56650 -2.702 Down
## 380 2002 -2.702 0.566 -1.851 -0.376 -0.645 1.73630 -3.835 Down
## 381 2002 -3.835 -2.702 0.566 -1.851 -0.376 2.65410 -3.291 Down
## 382 2002 -3.291 -3.835 -2.702 0.566 -1.851 2.24806 -2.702 Down
## 383 2002 -2.702 -3.291 -3.835 -2.702 0.566 2.44102 5.733 Up
## 384 2002 5.733 -2.702 -3.291 -3.835 -2.702 2.77556 -0.563 Down
## 385 2002 -0.563 5.733 -2.702 -3.291 -3.835 2.42470 1.688 Up
## 386 2002 1.688 -0.563 5.733 -2.702 -3.291 1.79610 5.408 Up
## 387 2002 5.408 1.688 -0.563 5.733 -2.702 1.77865 0.425 Up
## 388 2002 0.425 5.408 1.688 -0.563 5.733 1.82609 0.979 Up
## 389 2002 0.979 0.425 5.408 1.688 -0.563 2.04936 -2.957 Down
## 390 2002 -2.957 0.979 0.425 5.408 1.688 1.67220 -2.308 Down
## 391 2002 -2.308 -2.957 0.979 0.425 5.408 1.53810 -3.430 Down
## 392 2002 -3.430 -2.308 -2.957 0.979 0.425 1.42550 2.992 Up
## 393 2002 2.992 -3.430 -2.308 -2.957 0.979 1.51410 2.001 Up
## 394 2002 2.001 2.992 -3.430 -2.308 -2.957 1.49040 3.272 Up
## 395 2002 3.272 2.001 2.992 -3.430 -2.308 1.64670 0.351 Up
## 396 2002 0.351 3.272 2.001 2.992 -3.430 1.29490 -0.533 Down
## 397 2002 -0.533 0.351 3.272 2.001 2.992 1.03650 -2.168 Down
## 398 2002 -2.168 -0.533 0.351 3.272 2.001 1.29770 4.005 Up
## 399 2002 4.005 -2.168 -0.533 0.351 3.272 1.53380 1.156 Up
## 400 2002 1.156 4.005 -2.168 -0.533 0.351 1.50510 -0.159 Down
## 401 2002 -0.159 1.156 4.005 -2.168 -0.533 1.26530 2.361 Up
## 402 2002 2.361 -0.159 1.156 4.005 -2.168 1.29980 -1.396 Down
## 403 2002 -1.396 2.361 -0.159 1.156 4.005 1.30850 1.273 Up
## 404 2002 1.273 -1.396 2.361 -0.159 1.156 1.35310 1.405 Up
## 405 2002 1.405 1.273 -1.396 2.361 -0.159 1.37300 -2.269 Down
## 406 2002 -2.269 1.405 1.273 -1.396 2.361 1.07150 0.754 Up
## 407 2002 0.754 -2.269 1.405 1.273 -1.396 1.01690 -1.385 Down
## 408 2002 -1.385 0.754 -2.269 1.405 1.273 1.30770 -1.813 Down
## 409 2002 -1.813 -1.385 0.754 -2.269 1.405 1.14660 -0.008 Down
## 410 2002 -0.008 -1.813 -1.385 0.754 -2.269 1.27110 -0.188 Down
## 411 2002 -0.188 -0.008 -1.813 -1.385 0.754 0.92990 -4.154 Down
## 412 2002 -4.154 -0.188 -0.008 -1.813 -1.385 1.28980 1.752 Up
## 413 2002 1.752 -4.154 -0.188 -0.008 -1.813 1.37210 -1.595 Down
## 414 2002 -1.595 1.752 -4.154 -0.188 -0.008 1.40130 1.680 Up
## 415 2002 1.680 -1.595 1.752 -4.154 -0.188 1.18450 1.011 Up
## 416 2002 1.011 1.680 -1.595 1.752 -4.154 1.13060 0.733 Up
## 417 2002 0.733 1.011 1.680 -1.595 1.752 1.18640 -0.014 Down
## 418 2002 -0.014 0.733 1.011 1.680 -1.595 0.84660 -2.478 Down
## 419 2002 -2.478 -0.014 0.733 1.011 1.680 1.19160 0.327 Up
## 420 2002 0.327 -2.478 -0.014 0.733 1.011 1.27100 0.145 Up
## 421 2002 0.145 0.327 -2.478 -0.014 0.733 1.00140 -1.973 Down
## 422 2002 -1.973 0.145 0.327 -2.478 -0.014 1.44860 -0.465 Down
## 423 2002 -0.465 -1.973 0.145 0.327 -2.478 1.50100 -3.006 Down
## 424 2002 -3.006 -0.465 -1.973 0.145 0.327 1.52400 0.245 Up
## 425 2002 0.245 -3.006 -0.465 -1.973 0.145 1.79280 -1.383 Down
## 426 2002 -1.383 0.245 -3.006 -0.465 -1.973 1.38110 -1.728 Down
## 427 2002 -1.728 -1.383 0.245 -3.006 -0.465 1.67024 2.486 Up
## 428 2002 2.486 -1.728 -1.383 0.245 -3.006 1.65150 1.821 Up
## 429 2002 1.821 2.486 -1.728 -1.383 0.245 1.65000 -3.226 Down
## 430 2002 -3.226 1.821 2.486 -1.728 -1.383 1.50730 -1.461 Down
## 431 2002 -1.461 -3.226 1.821 2.486 -1.728 1.72187 4.002 Up
## 432 2002 4.002 -1.461 -3.226 1.821 2.486 1.78090 -2.359 Down
## 433 2002 -2.359 4.002 -1.461 -3.226 1.821 1.66890 -1.082 Down
## 434 2002 -1.082 -2.359 4.002 -1.461 -3.226 1.67450 -2.243 Down
## 435 2002 -2.243 -1.082 -2.359 4.002 -1.461 1.83593 -1.911 Down
## 436 2002 -1.911 -2.243 -1.082 -2.359 4.002 1.57650 1.690 Up
## 437 2002 1.690 -1.911 -2.243 -1.082 -2.359 1.93843 -2.729 Down
## 438 2002 -2.729 1.690 -1.911 -2.243 -1.082 1.88503 3.497 Up
## 439 2002 3.497 -2.729 1.690 -1.911 -2.243 2.09023 3.906 Up
## 440 2002 3.906 3.497 -2.729 1.690 -1.911 1.85413 0.733 Up
## 441 2002 0.733 3.906 3.497 -2.729 1.690 1.20030 4.734 Up
## 442 2002 4.734 0.733 3.906 3.497 -2.729 1.95600 -2.411 Down
## 443 2002 -2.411 4.734 0.733 3.906 3.497 1.58500 2.230 Up
## 444 2002 2.230 -2.411 4.734 0.733 3.906 1.78039 0.590 Up
## 445 2002 0.590 2.230 -2.411 4.734 0.733 1.42310 1.733 Up
## 446 2002 1.733 0.590 2.230 -2.411 4.734 1.44700 -1.063 Down
## 447 2002 -1.063 1.733 0.590 2.230 -2.411 1.54920 0.672 Up
## 448 2002 0.672 -1.063 1.733 0.590 2.230 1.59390 -1.522 Down
## 449 2002 -1.522 0.672 -1.063 1.733 0.590 1.70057 1.717 Up
## 450 2002 1.717 -1.522 0.672 -1.063 1.733 1.34040 -0.827 Down
## 451 2002 -0.827 1.717 -1.522 0.672 -1.063 1.38260 -0.908 Down
## 452 2002 -0.908 -0.827 1.717 -1.522 0.672 1.52970 0.970 Up
## 453 2002 0.970 -0.908 -0.827 1.717 -1.522 1.42230 -0.556 Down
## 454 2002 -0.556 0.970 -0.908 -0.827 1.717 1.64130 1.716 Up
## 455 2002 1.716 -0.556 0.970 -0.908 -0.827 1.45040 0.820 Up
## 456 2002 0.820 1.716 -0.556 0.970 -0.908 1.64590 0.775 Up
## 457 2002 0.775 0.820 1.716 -0.556 0.970 1.35410 0.914 Up
## 458 2002 0.914 0.775 0.820 1.716 -0.556 1.67400 -2.285 Down
## 459 2002 -2.285 0.914 0.775 0.820 1.716 1.46690 -0.876 Down
## 460 2002 -0.876 -2.285 0.914 0.775 0.820 1.44650 -2.073 Down
## 461 2002 -2.073 -0.876 -2.285 0.914 0.775 1.11300 0.772 Up
## 462 2002 0.772 -2.073 -0.876 -2.285 0.914 1.37710 -0.048 Down
## 463 2002 -0.048 0.772 -2.073 -0.876 -2.285 1.46340 2.463 Up
## 464 2002 2.463 -0.048 0.772 -2.073 -0.876 1.51900 0.615 Up
## 465 2002 0.615 2.463 -0.048 0.772 -2.073 1.40010 -1.041 Down
## 466 2002 -1.041 0.615 2.463 -0.048 0.772 1.28260 -0.402 Down
## 467 2002 -0.402 -1.041 0.615 2.463 -0.048 1.33740 1.941 Up
## 468 2002 1.941 -0.402 -1.041 0.615 2.463 1.51730 2.145 Up
## 469 2002 2.145 1.941 -0.402 -1.041 0.615 2.41510 -0.344 Down
## 470 2002 -0.344 2.145 1.941 -0.402 -1.041 1.62680 0.249 Up
## 471 2002 0.249 -0.344 2.145 1.941 -0.402 1.57400 -2.097 Down
## 472 2002 -2.097 0.249 -0.344 2.145 1.941 1.54360 2.799 Up
## 473 2002 2.799 -2.097 0.249 -0.344 2.145 1.35030 -0.273 Down
## 474 2002 -0.273 2.799 -2.097 0.249 -0.344 0.64346 -0.190 Down
## 475 2002 -0.190 -0.273 2.799 -2.097 0.249 1.61200 -1.475 Down
## 476 2002 -1.475 -0.190 -0.273 2.799 -2.097 1.48840 -0.344 Down
## 477 2002 -0.344 -1.475 -0.190 -0.273 2.799 1.58890 -1.202 Down
## 478 2002 -1.202 -0.344 -1.475 -0.190 -0.273 1.25020 0.627 Up
## 479 2002 0.627 -1.202 -0.344 -1.475 -0.190 1.24110 -2.218 Down
## 480 2002 -2.218 0.627 -1.202 -0.344 -1.475 1.32080 1.396 Up
## 481 2002 1.396 -2.218 0.627 -1.202 -0.344 1.28660 0.056 Up
## 482 2002 0.056 1.396 -2.218 0.627 -1.202 1.28510 -0.373 Down
## 483 2002 -0.373 0.056 1.396 -2.218 0.627 1.25530 -1.342 Down
## 484 2002 -1.342 -0.373 0.056 1.396 -2.218 1.33080 2.352 Up
## 485 2002 2.352 -1.342 -0.373 0.056 1.396 1.27160 -0.814 Down
## 486 2002 -0.814 2.352 -1.342 -0.373 0.056 1.25180 -1.315 Down
## 487 2002 -1.315 -0.814 2.352 -1.342 -0.373 1.44620 -0.771 Down
## 488 2002 -0.771 -1.315 -0.814 2.352 -1.342 1.38590 1.302 Up
## 489 2002 1.302 -0.771 -1.315 -0.814 2.352 1.78273 0.181 Up
## 490 2002 0.181 1.302 -0.771 -1.315 -0.814 1.11210 -0.547 Down
## 491 2002 -0.547 0.181 1.302 -0.771 -1.315 0.45831 -0.315 Down
## 492 2002 -0.315 -0.547 0.181 1.302 -0.771 0.72110 -1.603 Down
## 493 2002 -1.603 -0.315 -0.547 0.181 1.302 0.75840 0.456 Up
## 494 2002 0.456 -1.603 -0.315 -0.547 0.181 1.05780 0.049 Up
## 495 2003 0.049 0.456 -1.603 -0.315 -0.547 1.08850 3.320 Up
## 496 2003 3.320 0.049 0.456 -1.603 -0.315 1.22920 -0.048 Down
## 497 2003 -0.048 3.320 0.049 0.456 -1.603 1.13080 2.247 Up
## 498 2003 2.247 -0.048 3.320 0.049 0.456 1.43590 -0.654 Down
## 499 2003 -0.654 2.247 -0.048 3.320 0.049 1.54520 -1.409 Down
## 500 2003 -1.409 -0.654 2.247 -0.048 3.320 1.46760 1.939 Up
## 501 2003 1.939 -1.409 -0.654 2.247 -0.048 1.56030 0.000 Up
## 502 2003 0.000 1.939 -1.409 -0.654 2.247 1.48540 -0.141 Down
## 503 2003 -0.141 0.000 1.939 -1.409 -0.654 1.39630 0.583 Up
## 504 2003 0.583 -0.141 0.000 1.939 -1.409 1.37940 -1.443 Down
## 505 2003 -1.443 0.583 -0.141 0.000 1.939 1.43210 -0.394 Down
## 506 2003 -0.394 -1.443 0.583 -0.141 0.000 1.53460 -1.402 Down
## 507 2003 -1.402 -0.394 -1.443 0.583 -0.141 1.35820 -1.570 Down
## 508 2003 -1.570 -1.402 -0.394 -1.443 0.583 1.33520 -1.043 Down
## 509 2003 -1.043 -1.570 -1.402 -0.394 -1.443 1.56080 1.022 Up
## 510 2003 1.022 -1.043 -1.570 -1.402 -0.394 1.74455 -2.923 Down
## 511 2003 -2.923 1.022 -1.043 -1.570 -1.402 1.57480 -1.616 Down
## 512 2003 -1.616 -2.923 1.022 -1.043 -1.570 1.43590 1.305 Up
## 513 2003 1.305 -1.616 -2.923 1.022 -1.043 1.45910 0.678 Up
## 514 2003 0.678 1.305 -1.616 -2.923 1.022 1.59540 -2.285 Down
## 515 2003 -2.285 0.678 1.305 -1.616 -2.923 1.51030 1.313 Up
## 516 2003 1.313 -2.285 0.678 1.305 -1.616 1.57853 0.540 Up
## 517 2003 0.540 1.313 -2.285 0.678 1.305 1.25850 -1.409 Down
## 518 2003 -1.409 0.540 1.313 -2.285 0.678 1.45160 -0.544 Down
## 519 2003 -0.544 -1.409 0.540 1.313 -2.285 1.45080 -0.645 Down
## 520 2003 -0.645 -0.544 -1.409 0.540 1.313 1.43090 -1.009 Down
## 521 2003 -1.009 -0.645 -0.544 -1.409 0.540 1.27680 0.757 Up
## 522 2003 0.757 -1.009 -0.645 -0.544 -1.409 1.23820 -0.810 Down
## 523 2003 -0.810 0.757 -1.009 -0.645 -0.544 1.30700 -1.269 Down
## 524 2003 -1.269 -0.810 0.757 -1.009 -0.645 1.26050 -0.160 Down
## 525 2003 -0.160 -1.269 -0.810 0.757 -1.009 1.48930 2.143 Up
## 526 2003 2.143 -0.160 -1.269 -0.810 0.757 1.40460 1.950 Up
## 527 2003 1.950 2.143 -0.160 -1.269 -0.810 1.25080 -0.710 Down
## 528 2003 -0.710 1.950 2.143 -0.160 -1.269 1.07560 -0.950 Down
## 529 2003 -0.950 -0.710 1.950 2.143 -0.160 1.19410 1.322 Up
## 530 2003 1.322 -0.950 -0.710 1.950 2.143 1.39820 -1.838 Down
## 531 2003 -1.838 1.322 -0.950 -0.710 1.950 1.22920 0.719 Up
## 532 2003 0.719 -1.838 1.322 -0.950 -0.710 1.48370 -1.314 Down
## 533 2003 -1.314 0.719 -1.838 1.322 -0.950 1.37440 1.176 Up
## 534 2003 1.176 -1.314 0.719 -1.838 1.322 1.28780 0.462 Up
## 535 2003 0.462 1.176 -1.314 0.719 -1.838 1.37330 -0.754 Down
## 536 2003 -0.754 0.462 1.176 -1.314 0.719 1.20890 -1.536 Down
## 537 2003 -1.536 -0.754 0.462 1.176 -1.314 1.25660 0.956 Up
## 538 2003 0.956 -1.536 -0.754 0.462 1.176 1.33270 -0.934 Down
## 539 2003 -0.934 0.956 -1.536 -0.754 0.462 1.29920 0.826 Up
## 540 2003 0.826 -0.934 0.956 -1.536 -0.754 1.36850 -2.583 Down
## 541 2003 -2.583 0.826 -0.934 0.956 -1.536 1.25500 -0.836 Down
## 542 2003 -0.836 -2.583 0.826 -0.934 0.956 1.42770 0.432 Up
## 543 2003 0.432 -0.836 -2.583 0.826 -0.934 1.62000 3.446 Up
## 544 2003 3.446 0.432 -0.836 -2.583 0.826 1.81630 0.165 Up
## 545 2003 0.165 3.446 0.432 -0.836 -2.583 1.54190 3.543 Up
## 546 2003 3.543 0.165 3.446 0.432 -0.836 1.70042 0.424 Up
## 547 2003 0.424 3.543 0.165 3.446 0.432 1.55510 0.874 Up
## 548 2003 0.874 0.424 3.543 0.165 3.446 1.47340 0.189 Up
## 549 2003 0.189 0.874 0.424 3.543 0.165 1.43910 2.298 Up
## 550 2003 2.298 0.189 0.874 0.424 3.543 1.88371 -3.523 Down
## 551 2003 -3.523 2.298 0.189 0.874 0.424 1.29300 1.216 Up
## 552 2003 1.216 -3.523 2.298 0.189 0.874 1.33340 -0.548 Down
## 553 2003 -0.548 1.216 -3.523 2.298 0.189 1.31970 -0.164 Down
## 554 2003 -0.164 -0.548 1.216 -3.523 2.298 1.23290 -0.578 Down
## 555 2003 -0.578 -0.164 -0.548 1.216 -3.523 1.22700 -1.774 Down
## 556 2003 -1.774 -0.578 -0.164 -0.548 1.216 1.49550 1.214 Up
## 557 2003 1.214 -1.774 -0.578 -0.164 -0.548 1.46160 2.612 Up
## 558 2003 2.612 1.214 -1.774 -0.578 -0.164 1.58980 -0.505 Down
## 559 2003 -0.505 2.612 1.214 -1.774 -0.578 1.33950 0.274 Up
## 560 2003 0.274 -0.505 2.612 1.214 -1.774 1.24120 0.123 Up
## 561 2003 0.123 0.274 -0.505 2.612 1.214 1.49400 -0.186 Down
## 562 2003 -0.186 0.123 0.274 -0.505 2.612 1.23540 -1.400 Down
## 563 2003 -1.400 -0.186 0.123 0.274 -0.505 1.29370 0.646 Up
## 564 2003 0.646 -1.400 -0.186 0.123 0.274 1.27530 -0.376 Down
## 565 2003 -0.376 0.646 -1.400 -0.186 0.123 1.14160 1.950 Up
## 566 2003 1.950 -0.376 0.646 -1.400 -0.186 1.13100 0.630 Up
## 567 2003 0.630 1.950 -0.376 0.646 -1.400 1.46020 -1.224 Down
## 568 2003 -1.224 0.630 1.950 -0.376 0.646 1.58760 1.554 Up
## 569 2003 1.554 -1.224 0.630 1.950 -0.376 1.43060 -0.176 Down
## 570 2003 -0.176 1.554 -1.224 0.630 1.950 1.11870 2.170 Up
## 571 2003 2.170 -0.176 1.554 -1.224 0.630 1.63120 0.839 Up
## 572 2003 0.839 2.170 -0.176 1.554 -1.224 1.66720 -0.826 Down
## 573 2003 -0.826 0.839 2.170 -0.176 1.554 1.64810 -1.385 Down
## 574 2003 -1.385 -0.826 0.839 2.170 -0.176 1.33580 1.783 Up
## 575 2003 1.783 -1.385 -0.826 0.839 2.170 1.27300 0.328 Up
## 576 2003 0.328 1.783 -1.385 -0.826 0.839 1.52560 -0.100 Down
## 577 2003 -0.100 0.328 1.783 -1.385 -0.826 1.78851 -0.068 Down
## 578 2003 -0.068 -0.100 0.328 1.783 -1.385 1.39750 1.504 Up
## 579 2003 1.504 -0.068 -0.100 0.328 1.783 1.55430 -0.380 Down
## 580 2003 -0.380 1.504 -0.068 -0.100 0.328 1.44630 0.846 Up
## 581 2003 0.846 -0.380 1.504 -0.068 -0.100 1.64960 -0.510 Down
## 582 2003 -0.510 0.846 -0.380 1.504 -0.068 1.53190 -1.006 Down
## 583 2003 -1.006 -0.510 0.846 -0.380 1.504 1.37960 1.428 Up
## 584 2003 1.428 -1.006 -0.510 0.846 -0.380 1.32610 1.253 Up
## 585 2003 1.253 1.428 -1.006 -0.510 0.846 1.37880 -0.297 Down
## 586 2003 -0.297 1.253 1.428 -1.006 -0.510 1.41810 -0.320 Down
## 587 2003 -0.320 -0.297 1.253 1.428 -1.006 1.40180 0.787 Up
## 588 2003 0.787 -0.320 -0.297 1.253 1.428 1.50870 -0.250 Down
## 589 2003 -0.250 0.787 -0.320 -0.297 1.253 1.50550 -2.492 Down
## 590 2003 -2.492 -0.250 0.787 -0.320 -0.297 1.37570 -0.113 Down
## 591 2003 -0.113 -2.492 -0.250 0.787 -0.320 1.50530 0.401 Up
## 592 2003 0.401 -0.113 -2.492 -0.250 0.787 1.45780 0.915 Up
## 593 2003 0.915 0.401 -0.113 -2.492 -0.250 1.44850 0.145 Up
## 594 2003 0.145 0.915 0.401 -0.113 -2.492 1.20100 1.957 Up
## 595 2003 1.957 0.145 0.915 0.401 -0.113 1.53200 0.183 Up
## 596 2003 0.183 1.957 0.145 0.915 0.401 1.55900 -0.376 Down
## 597 2003 -0.376 0.183 1.957 0.145 0.915 1.68580 1.469 Up
## 598 2003 1.469 -0.376 0.183 1.957 0.145 1.68880 0.354 Up
## 599 2003 0.354 1.469 -0.376 0.183 1.957 1.66250 0.472 Up
## 600 2003 0.472 0.354 1.469 -0.376 0.183 1.45020 1.511 Up
## 601 2003 1.511 0.472 0.354 1.469 -0.376 1.61870 0.395 Up
## 602 2003 0.395 1.511 0.472 0.354 1.469 1.69310 -0.240 Down
## 603 2003 -0.240 0.395 1.511 0.472 0.354 1.83720 -1.198 Down
## 604 2003 -1.198 -0.240 0.395 1.511 0.472 1.30700 0.913 Up
## 605 2003 0.913 -1.198 -0.240 0.395 1.511 1.27540 1.283 Up
## 606 2003 1.283 0.913 -1.198 -0.240 0.395 1.52000 0.103 Up
## 607 2003 0.103 1.283 0.913 -1.198 -0.240 1.55310 -0.991 Down
## 608 2003 -0.991 0.103 1.283 0.913 -1.198 1.27160 2.238 Up
## 609 2003 2.238 -0.991 0.103 1.283 0.913 1.34590 0.091 Up
## 610 2003 0.091 2.238 -0.991 0.103 1.283 1.47970 -0.155 Down
## 611 2003 -0.155 0.091 2.238 -0.991 0.103 1.48890 -1.524 Down
## 612 2003 -1.524 -0.155 0.091 2.238 -0.991 1.53010 0.100 Up
## 613 2003 0.100 -1.524 -0.155 0.091 2.238 1.69800 -1.411 Down
## 614 2003 -1.411 0.100 -1.524 -0.155 0.091 1.39810 0.184 Up
## 615 2003 0.184 -1.411 0.100 -1.524 -0.155 1.38830 -0.827 Down
## 616 2003 -0.827 0.184 -1.411 0.100 -1.524 1.45920 1.077 Up
## 617 2003 1.077 -0.827 0.184 -1.411 0.100 1.38740 -0.974 Down
## 618 2003 -0.974 1.077 -0.827 0.184 -1.411 1.26780 -0.176 Down
## 619 2003 -0.176 -0.974 1.077 -0.827 0.184 1.58720 0.802 Up
## 620 2003 0.802 -0.176 -0.974 1.077 -0.827 1.46020 1.164 Up
## 621 2003 1.164 0.802 -0.176 -0.974 1.077 1.51930 -0.810 Down
## 622 2003 -0.810 1.164 0.802 -0.176 -0.974 0.77590 1.899 Up
## 623 2003 1.899 -0.810 1.164 0.802 -0.176 1.42910 0.340 Up
## 624 2003 0.340 1.899 -0.810 1.164 0.802 1.56570 -0.559 Down
## 625 2003 -0.559 0.340 1.899 -0.810 1.164 1.61800 -1.348 Down
## 626 2003 -1.348 -0.559 0.340 1.899 -0.810 1.46570 0.955 Up
## 627 2003 0.955 -1.348 -0.559 0.340 1.899 1.21270 0.573 Up
## 628 2003 0.573 0.955 -1.348 -0.559 0.340 1.44890 -0.343 Down
## 629 2003 -0.343 0.573 0.955 -1.348 -0.559 1.51860 -0.633 Down
## 630 2003 -0.633 -0.343 0.573 0.955 -1.348 1.66200 -1.243 Down
## 631 2003 -1.243 -0.633 -0.343 0.573 0.955 1.66140 1.181 Up
## 632 2003 1.181 -1.243 -0.633 -0.343 0.573 1.36520 -1.462 Down
## 633 2003 -1.462 1.181 -1.243 -0.633 -0.343 1.25420 0.951 Up
## 634 2003 0.951 -1.462 1.181 -1.243 -0.633 1.43970 0.051 Up
## 635 2003 0.051 0.951 -1.462 1.181 -1.243 1.36270 -0.709 Down
## 636 2003 -0.709 0.051 0.951 -1.462 1.181 1.55900 1.740 Up
## 637 2003 1.740 -0.709 0.051 0.951 -1.462 1.39750 -0.216 Down
## 638 2003 -0.216 1.740 -0.709 0.051 0.951 1.32860 -0.727 Down
## 639 2003 -0.727 -0.216 1.740 -0.709 0.051 1.50890 -0.181 Down
## 640 2003 -0.181 -0.727 -0.216 1.740 -0.709 1.39190 0.286 Up
## 641 2003 0.286 -0.181 -0.727 -0.216 1.740 1.60800 -1.026 Down
## 642 2003 -1.026 0.286 -0.181 -0.727 -0.216 1.39060 0.272 Up
## 643 2003 0.272 -1.026 0.286 -0.181 -0.727 1.31870 -1.766 Down
## 644 2003 -1.766 0.272 -1.026 0.286 -0.181 1.35170 0.168 Up
## 645 2003 0.168 -1.766 0.272 -1.026 0.286 1.49100 0.728 Up
## 646 2003 0.728 0.168 -1.766 0.272 -1.026 1.38930 0.356 Up
## 647 2003 0.356 0.728 0.168 -1.766 0.272 1.08660 0.307 Up
## 648 2003 0.307 0.356 0.728 0.168 -1.766 1.02220 0.995 Up
## 649 2003 0.995 0.307 0.356 0.728 0.168 1.13230 -0.638 Down
## 650 2003 -0.638 0.995 0.307 0.356 0.728 1.20880 0.659 Up
## 651 2003 0.659 -0.638 0.995 0.307 0.356 1.18680 0.016 Up
## 652 2003 0.016 0.659 -0.638 0.995 0.307 0.63637 0.916 Up
## 653 2003 0.916 0.016 0.659 -0.638 0.995 1.12760 0.261 Up
## 654 2003 0.261 0.916 0.016 0.659 -0.638 1.30060 -0.205 Down
## 655 2003 -0.205 0.261 0.916 0.016 0.659 1.21080 0.297 Up
## 656 2003 0.297 -0.205 0.261 0.916 0.016 1.40710 -1.018 Down
## 657 2003 -1.018 0.297 -0.205 0.261 0.916 1.30890 0.065 Up
## 658 2003 0.065 -1.018 0.297 -0.205 0.261 0.97170 0.304 Up
## 659 2003 0.304 0.065 -1.018 0.297 -0.205 1.17870 0.006 Up
## 660 2003 0.006 0.304 0.065 -1.018 0.297 1.05140 0.607 Up
## 661 2003 0.607 0.006 0.304 0.065 -1.018 1.16520 0.516 Up
## 662 2003 0.516 0.607 0.006 0.304 0.065 0.94510 1.387 Up
## 663 2003 1.387 0.516 0.607 0.006 0.304 1.47050 0.419 Up
## 664 2003 0.419 1.387 0.516 0.607 0.006 1.67560 0.166 Up
## 665 2003 0.166 0.419 1.387 0.516 0.607 1.45390 -0.640 Down
## 666 2003 -0.640 0.166 0.419 1.387 0.516 1.46520 1.004 Up
## 667 2003 1.004 -0.640 0.166 0.419 1.387 1.29930 -0.821 Down
## 668 2003 -0.821 1.004 -0.640 0.166 0.419 1.41480 -1.197 Down
## 669 2003 -1.197 -0.821 1.004 -0.640 0.166 1.58210 0.544 Up
## 670 2003 0.544 -1.197 -0.821 1.004 -0.640 1.33590 0.217 Up
## 671 2003 0.217 0.544 -1.197 -0.821 1.004 1.23670 -0.375 Down
## 672 2003 -0.375 0.217 0.544 -1.197 -0.821 1.15130 1.430 Up
## 673 2003 1.430 -0.375 0.217 0.544 -1.197 1.40320 -0.325 Down
## 674 2003 -0.325 1.430 -0.375 0.217 0.544 1.33821 1.327 Up
## 675 2003 1.327 -0.325 1.430 -0.375 0.217 1.49880 -0.316 Down
## 676 2003 -0.316 1.327 -0.325 1.430 -0.375 1.51860 -1.301 Down
## 677 2003 -1.301 -0.316 1.327 -0.325 1.430 1.27880 0.607 Up
## 678 2003 0.607 -1.301 -0.316 1.327 -0.325 1.30170 -1.910 Down
## 679 2003 -1.910 0.607 -1.301 -0.316 1.327 1.55600 -0.605 Down
## 680 2003 -0.605 -1.910 0.607 -1.301 -0.316 1.53000 -0.640 Down
## 681 2003 -0.640 -0.605 -1.910 0.607 -1.301 1.47250 0.976 Up
## 682 2003 0.976 -0.640 -0.605 -1.910 0.607 1.36650 -1.054 Down
## 683 2003 -1.054 0.976 -0.640 -0.605 -1.910 1.59050 2.234 Up
## 684 2003 2.234 -1.054 0.976 -0.640 -0.605 1.56630 0.198 Up
## 685 2003 0.198 2.234 -1.054 0.976 -0.640 1.26930 0.942 Up
## 686 2003 0.942 0.198 2.234 -1.054 0.976 1.57050 0.437 Up
## 687 2003 0.437 0.942 0.198 2.234 -1.054 1.02580 0.474 Up
## 688 2003 0.474 0.437 0.942 0.198 2.234 1.27950 -0.526 Down
## 689 2003 -0.526 0.474 0.437 0.942 0.198 1.26250 0.479 Up
## 690 2003 0.479 -0.526 0.474 0.437 0.942 1.57870 -0.065 Down
## 691 2003 -0.065 0.479 -0.526 0.474 0.437 1.10810 0.702 Up
## 692 2003 0.702 -0.065 0.479 -0.526 0.474 1.04050 0.395 Up
## 693 2003 0.395 0.702 -0.065 0.479 -0.526 1.27190 -0.259 Down
## 694 2003 -0.259 0.395 0.702 -0.065 0.479 1.52110 0.316 Up
## 695 2003 0.316 -0.259 0.395 0.702 -0.065 1.41770 -1.024 Down
## 696 2003 -1.024 0.316 -0.259 0.395 0.702 1.35200 0.516 Up
## 697 2003 0.516 -1.024 0.316 -0.259 0.395 1.17260 0.129 Up
## 698 2003 0.129 0.516 -1.024 0.316 -0.259 1.49800 -1.498 Down
## 699 2003 -1.498 0.129 0.516 -1.024 0.316 1.64720 0.331 Up
## 700 2003 0.331 -1.498 0.129 0.516 -1.024 1.60430 -0.470 Down
## 701 2003 -0.470 0.331 -1.498 0.129 0.516 1.42030 0.216 Up
## 702 2003 0.216 -0.470 0.331 -1.498 0.129 1.37180 1.519 Up
## 703 2003 1.519 0.216 -0.470 0.331 -1.498 1.62920 0.126 Up
## 704 2003 0.126 1.519 0.216 -0.470 0.331 1.56260 -0.112 Down
## 705 2003 -0.112 0.126 1.519 0.216 -0.470 1.62970 0.360 Up
## 706 2003 0.360 -0.112 0.126 1.519 0.216 1.49890 0.791 Up
## 707 2003 0.791 0.360 -0.112 0.126 1.519 1.37820 -0.545 Down
## 708 2003 -0.545 0.791 0.360 -0.112 0.126 1.41760 -0.137 Down
## 709 2003 -0.137 -0.545 0.791 0.360 -0.112 1.40180 0.593 Up
## 710 2003 0.593 -0.137 -0.545 0.791 0.360 1.45390 -0.457 Down
## 711 2003 -0.457 0.593 -0.137 -0.545 0.791 1.44050 -0.579 Down
## 712 2003 -0.579 -0.457 0.593 -0.137 -0.545 1.24360 -0.052 Down
## 713 2003 -0.052 -0.579 -0.457 0.593 -0.137 1.16250 1.143 Up
## 714 2003 1.143 -0.052 -0.579 -0.457 0.593 1.34930 -0.011 Down
## 715 2003 -0.011 1.143 -0.052 -0.579 -0.457 1.38300 -0.762 Down
## 716 2003 -0.762 -0.011 1.143 -0.052 -0.579 1.35610 -0.640 Down
## 717 2003 -0.640 -0.762 -0.011 1.143 -0.052 1.37430 -0.908 Down
## 718 2003 -0.908 -0.640 -0.762 -0.011 1.143 1.35430 0.802 Up
## 719 2003 0.802 -0.908 -0.640 -0.762 -0.011 1.32620 -0.843 Down
## 720 2003 -0.843 0.802 -0.908 -0.640 -0.762 1.32670 0.158 Up
## 721 2003 0.158 -0.843 0.802 -0.908 -0.640 1.27380 1.623 Up
## 722 2003 1.623 0.158 -0.843 0.802 -0.908 1.30280 0.172 Up
## 723 2003 0.172 1.623 0.158 -0.843 0.802 1.33370 0.433 Up
## 724 2003 0.433 0.172 1.623 0.158 -0.843 1.09770 -0.024 Down
## 725 2003 -0.024 0.433 0.172 1.623 0.158 0.48722 1.126 Up
## 726 2003 1.126 -0.024 0.433 0.172 1.623 1.37500 -0.327 Down
## 727 2003 -0.327 1.126 -0.024 0.433 0.172 1.38320 -0.177 Down
## 728 2003 -0.177 -0.327 1.126 -0.024 0.433 1.44170 0.469 Up
## 729 2003 0.469 -0.177 -0.327 1.126 -0.024 1.46310 -0.768 Down
## 730 2003 -0.768 0.469 -0.177 -0.327 1.126 1.26590 0.735 Up
## 731 2003 0.735 -0.768 0.469 -0.177 -0.327 1.21890 -0.853 Down
## 732 2003 -0.853 0.735 -0.768 0.469 -0.177 1.46550 -0.107 Down
## 733 2003 -0.107 -0.853 0.735 -0.768 0.469 1.44400 1.148 Up
## 734 2003 1.148 -0.107 -0.853 0.735 -0.768 1.44110 0.274 Up
## 735 2003 0.274 1.148 -0.107 -0.853 0.735 1.22310 -0.568 Down
## 736 2003 -0.568 0.274 1.148 -0.107 -0.853 1.52080 0.664 Up
## 737 2003 0.664 -0.568 0.274 1.148 -0.107 1.54790 0.126 Up
## 738 2003 0.126 0.664 -0.568 0.274 1.148 1.44170 1.180 Up
## 739 2003 1.180 0.126 0.664 -0.568 0.274 1.57990 -0.048 Down
## 740 2003 -0.048 1.180 0.126 0.664 -0.568 1.65730 0.393 Up
## 741 2003 0.393 -0.048 1.180 0.126 0.664 1.25170 0.282 Up
## 742 2003 0.282 0.393 -0.048 1.180 0.126 1.14530 -0.181 Down
## 743 2003 -0.181 0.282 0.393 -0.048 1.180 0.51806 0.169 Up
## 744 2003 0.169 -0.181 0.282 0.393 -0.048 0.35607 1.240 Up
## 745 2003 1.240 0.169 -0.181 0.282 0.393 1.05880 0.014 Up
## 746 2003 0.014 1.240 0.169 -0.181 0.282 1.01260 0.205 Up
## 747 2004 0.205 0.014 1.240 0.169 -0.181 1.02750 -0.309 Down
## 748 2004 -0.309 0.205 0.014 1.240 0.169 1.15320 1.240 Up
## 749 2004 1.240 -0.309 0.205 0.014 1.240 1.57820 0.129 Up
## 750 2004 0.129 1.240 -0.309 0.205 0.014 1.49450 0.237 Up
## 751 2004 0.237 0.129 1.240 -0.309 0.205 1.70490 0.496 Up
## 752 2004 0.496 0.237 0.129 1.240 -0.309 1.86840 -0.889 Down
## 753 2004 -0.889 0.496 0.237 0.129 1.240 1.72070 0.479 Up
## 754 2004 0.479 -0.889 0.496 0.237 0.129 1.51020 -0.533 Down
## 755 2004 -0.533 0.479 -0.889 0.496 0.237 1.59590 0.829 Up
## 756 2004 0.829 -0.533 0.479 -0.889 0.496 1.51460 0.135 Up
## 757 2004 0.135 0.829 -0.533 0.479 -0.889 1.69500 0.687 Up
## 758 2004 0.687 0.135 0.829 -0.533 0.479 1.72110 -0.093 Down
## 759 2004 -0.093 0.687 0.135 0.829 -0.533 1.69820 0.777 Up
## 760 2004 0.777 -0.093 0.687 0.135 0.829 1.75760 -0.321 Down
## 761 2004 -0.321 0.777 -0.093 0.687 0.135 1.69370 -0.209 Down
## 762 2004 -0.209 -0.321 0.777 -0.093 0.687 1.56120 1.211 Up
## 763 2004 1.211 -0.209 -0.321 0.777 -0.093 1.48060 -0.980 Down
## 764 2004 -0.980 1.211 -0.209 -0.321 0.777 1.67310 -1.361 Down
## 765 2004 -1.361 -0.980 1.211 -0.209 -0.321 1.84200 0.499 Up
## 766 2004 0.499 -1.361 -0.980 1.211 -0.209 1.92190 -0.263 Down
## 767 2004 -0.263 0.499 -1.361 -0.980 1.211 1.63500 0.365 Up
## 768 2004 0.365 -0.263 0.499 -1.361 -0.980 1.59920 0.068 Up
## 769 2004 0.068 0.365 -0.263 0.499 -1.361 1.47690 -0.837 Down
## 770 2004 -0.837 0.068 0.365 -0.263 0.499 1.63480 0.184 Up
## 771 2004 0.184 -0.837 0.068 0.365 -0.263 1.56660 1.256 Up
## 772 2004 1.256 0.184 -0.837 0.068 0.365 1.47760 -0.258 Down
## 773 2004 -0.258 1.256 0.184 -0.837 0.068 1.30350 0.503 Up
## 774 2004 0.503 -0.258 1.256 0.184 -0.837 1.40390 1.067 Up
## 775 2004 1.067 0.503 -0.258 1.256 0.184 1.69930 -0.488 Down
## 776 2004 -0.488 1.067 0.503 -0.258 1.256 1.46430 -0.547 Down
## 777 2004 -0.547 -0.488 1.067 0.503 -0.258 1.32920 0.976 Up
## 778 2004 0.976 -0.547 -0.488 1.067 0.503 1.39650 -0.447 Down
## 779 2004 -0.447 0.976 -0.547 -0.488 1.067 1.38240 -0.413 Down
## 780 2004 -0.413 -0.447 0.976 -0.547 -0.488 1.56280 -0.257 Down
## 781 2004 -0.257 -0.413 -0.447 0.976 -0.547 1.47960 -0.273 Down
## 782 2004 -0.273 -0.257 -0.413 -0.447 0.976 1.38040 -0.167 Down
## 783 2004 -0.167 -0.273 -0.257 -0.413 -0.447 1.54360 0.402 Up
## 784 2004 0.402 -0.167 -0.273 -0.257 -0.413 1.36070 0.108 Up
## 785 2004 0.108 0.402 -0.167 -0.273 -0.257 1.38390 0.003 Up
## 786 2004 0.003 0.108 0.402 -0.167 -0.273 1.54040 0.963 Up
## 787 2004 0.963 0.003 0.108 0.402 -0.167 1.49710 -0.594 Down
## 788 2004 -0.594 0.963 0.003 0.108 0.402 1.47600 0.168 Up
## 789 2004 0.168 -0.594 0.963 0.003 0.108 1.33450 0.334 Up
## 790 2004 0.334 0.168 -0.594 0.963 0.003 1.26580 0.172 Up
## 791 2004 0.172 0.334 0.168 -0.594 0.963 1.39820 -0.835 Down
## 792 2004 -0.835 0.172 0.334 0.168 -0.594 1.25440 -0.577 Down
## 793 2004 -0.577 -0.835 0.172 0.334 0.168 1.49940 -1.463 Down
## 794 2004 -1.463 -0.577 -0.835 0.172 0.334 1.64840 -1.522 Down
## 795 2004 -1.522 -1.463 -0.577 -0.835 0.172 1.88990 1.246 Up
## 796 2004 1.246 -1.522 -1.463 -0.577 -0.835 1.38850 -1.435 Down
## 797 2004 -1.435 1.246 -1.522 -1.463 -0.577 1.60060 0.562 Up
## 798 2004 0.562 -1.435 1.246 -1.522 -1.463 1.50070 1.175 Up
## 799 2004 1.175 0.562 -1.435 1.246 -1.522 1.49010 -0.127 Down
## 800 2004 -0.127 1.175 0.562 -1.435 1.246 1.36920 -1.117 Down
## 801 2004 -1.117 -0.127 1.175 0.562 -1.435 1.45740 -1.296 Down
## 802 2004 -1.296 -1.117 -0.127 1.175 0.562 1.45230 -0.132 Down
## 803 2004 -0.132 -1.296 -1.117 -0.127 1.175 1.45820 -0.239 Down
## 804 2004 -0.239 -0.132 -1.296 -1.117 -0.127 1.52780 1.637 Up
## 805 2004 1.637 -0.239 -0.132 -1.296 -1.117 1.47170 -0.102 Down
## 806 2004 -0.102 1.637 -0.239 -0.132 -1.296 1.31910 1.300 Up
## 807 2004 1.300 -0.102 1.637 -0.239 -0.132 1.40550 0.404 Up
## 808 2004 0.404 1.300 -0.102 1.637 -0.239 1.33240 -0.070 Down
## 809 2004 -0.070 0.404 1.300 -0.102 1.637 1.56070 0.529 Up
## 810 2004 0.529 -0.070 0.404 1.300 -0.102 1.56070 0.851 Up
## 811 2004 0.851 0.529 -0.070 0.404 1.300 1.62920 0.767 Up
## 812 2004 0.767 0.851 0.529 -0.070 0.404 1.41370 -0.209 Down
## 813 2004 -0.209 0.767 0.851 0.529 -0.070 1.39770 -0.665 Down
## 814 2004 -0.665 -0.209 0.767 0.851 0.529 1.45880 -0.106 Down
## 815 2004 -0.106 -0.665 -0.209 0.767 0.851 1.19980 0.516 Up
## 816 2004 0.516 -0.106 -0.665 -0.209 0.767 1.10240 -1.376 Down
## 817 2004 -1.376 0.516 -0.106 -0.665 -0.209 1.42320 -0.112 Down
## 818 2004 -0.112 -1.376 0.516 -0.106 -0.665 1.54770 0.059 Up
## 819 2004 0.059 -0.112 -1.376 0.516 -0.106 1.56870 0.511 Up
## 820 2004 0.511 0.059 -0.112 -1.376 0.516 1.48780 0.107 Up
## 821 2004 0.107 0.511 0.059 -0.112 -1.376 1.19490 -1.556 Down
## 822 2004 -1.556 0.107 0.511 0.059 -0.112 1.50850 0.531 Up
## 823 2004 0.531 -1.556 0.107 0.511 0.059 1.73810 1.409 Up
## 824 2004 1.409 0.531 -1.556 0.107 0.511 1.82670 0.059 Up
## 825 2004 0.059 1.409 0.531 -1.556 0.107 1.39610 -0.445 Down
## 826 2004 -0.445 0.059 1.409 0.531 -1.556 1.29060 0.227 Up
## 827 2004 0.227 -0.445 0.059 1.409 0.531 1.51800 -1.379 Down
## 828 2004 -1.379 0.227 -0.445 0.059 1.409 1.85560 -0.759 Down
## 829 2004 -0.759 -1.379 0.227 -0.445 0.059 1.85900 -0.592 Down
## 830 2004 -0.592 -0.759 -1.379 0.227 -0.445 1.63470 0.920 Up
## 831 2004 0.920 -0.592 -0.759 -1.379 0.227 1.57160 0.184 Up
## 832 2004 0.184 0.920 -0.592 -0.759 -1.379 1.66210 0.177 Up
## 833 2004 0.177 0.184 0.920 -0.592 -0.759 1.46900 -0.672 Down
## 834 2004 -0.672 0.177 0.184 0.920 -0.592 1.50930 -1.373 Down
## 835 2004 -1.373 -0.672 0.177 0.184 0.920 1.65360 -1.054 Down
## 836 2004 -1.054 -1.373 -0.672 0.177 0.184 1.91840 0.766 Up
## 837 2004 0.766 -1.054 -1.373 -0.672 0.177 1.53380 0.167 Up
## 838 2004 0.167 0.766 -1.054 -1.373 -0.672 1.69760 -0.077 Down
## 839 2004 -0.077 0.167 0.766 -1.054 -1.373 1.41110 -0.067 Down
## 840 2004 -0.067 -0.077 0.167 0.766 -1.054 1.33590 -1.059 Down
## 841 2004 -1.059 -0.067 -0.077 0.167 0.766 1.43010 0.682 Up
## 842 2004 0.682 -1.059 -0.067 -0.077 0.167 1.35300 -0.257 Down
## 843 2004 -0.257 0.682 -1.059 -0.067 -0.077 1.54860 0.047 Up
## 844 2004 0.047 -0.257 0.682 -1.059 -0.067 1.21100 0.401 Up
## 845 2004 0.401 0.047 -0.257 0.682 -1.059 1.25860 0.169 Up
## 846 2004 0.169 0.401 0.047 -0.257 0.682 1.22750 1.610 Up
## 847 2004 1.610 0.169 0.401 0.047 -0.257 1.54570 0.170 Up
## 848 2004 0.170 1.610 0.169 0.401 0.047 1.36940 0.569 Up
## 849 2004 0.569 0.170 1.610 0.169 0.401 1.44750 -0.054 Down
## 850 2004 -0.054 0.569 0.170 1.610 0.169 1.17260 0.046 Up
## 851 2004 0.046 -0.054 0.569 0.170 1.610 1.23800 0.338 Up
## 852 2004 0.338 0.046 -0.054 0.569 0.170 1.25170 -0.742 Down
## 853 2004 -0.742 0.338 0.046 -0.054 0.569 1.23240 0.525 Up
## 854 2004 0.525 -0.742 0.338 0.046 -0.054 1.11530 1.596 Up
## 855 2004 1.596 0.525 -0.742 0.338 0.046 1.21180 0.154 Up
## 856 2004 0.154 1.596 0.525 -0.742 0.338 1.19030 -0.950 Down
## 857 2004 -0.950 0.154 1.596 0.525 -0.742 1.27680 0.454 Up
## 858 2004 0.454 -0.950 0.154 1.596 0.525 1.16060 -0.984 Down
## 859 2004 -0.984 0.454 -0.950 0.154 1.596 1.17940 0.597 Up
## 860 2004 0.597 -0.984 0.454 -0.950 0.154 1.34590 0.137 Up
## 861 2004 0.137 0.597 -0.984 0.454 -0.950 1.16840 -0.133 Down
## 862 2004 -0.133 0.137 0.597 -0.984 0.454 1.29670 0.262 Up
## 863 2004 0.262 -0.133 0.137 0.597 -0.984 1.50060 -0.416 Down
## 864 2004 -0.416 0.262 -0.133 0.137 0.597 1.12390 0.364 Up
## 865 2004 0.364 -0.416 0.262 -0.133 0.137 1.38230 0.851 Up
## 866 2004 0.851 0.364 -0.416 0.262 -0.133 1.44420 -0.298 Down
## 867 2004 -0.298 0.851 0.364 -0.416 0.262 1.39490 -0.545 Down
## 868 2004 -0.545 -0.298 0.851 0.364 -0.416 1.81290 -0.095 Down
## 869 2004 -0.095 -0.545 -0.298 0.851 0.364 1.35460 0.251 Up
## 870 2004 0.251 -0.095 -0.545 -0.298 0.851 1.37500 0.408 Up
## 871 2004 0.408 0.251 -0.095 -0.545 -0.298 1.47380 -1.043 Down
## 872 2004 -1.043 0.408 0.251 -0.095 -0.545 1.49570 -0.315 Down
## 873 2004 -0.315 -1.043 0.408 0.251 -0.095 1.08500 -0.815 Down
## 874 2004 -0.815 -0.315 -1.043 0.408 0.251 1.28330 0.190 Up
## 875 2004 0.190 -0.815 -0.315 -1.043 0.408 1.32860 -0.824 Down
## 876 2004 -0.824 0.190 -0.815 -0.315 -1.043 1.40110 0.334 Up
## 877 2004 0.334 -0.824 0.190 -0.815 -0.315 1.18630 0.138 Up
## 878 2004 0.138 0.334 -0.824 0.190 -0.815 1.11460 0.071 Up
## 879 2004 0.071 0.138 0.334 -0.824 0.190 1.19970 -0.329 Down
## 880 2004 -0.329 0.071 0.138 0.334 -0.824 1.46200 -0.430 Down
## 881 2004 -0.430 -0.329 0.071 0.138 0.334 1.40870 -0.479 Down
## 882 2004 -0.479 -0.430 -0.329 0.071 0.138 1.45030 -0.044 Down
## 883 2004 -0.044 -0.479 -0.430 -0.329 0.071 1.31990 0.706 Up
## 884 2004 0.706 -0.044 -0.479 -0.430 -0.329 1.44580 -1.334 Down
## 885 2004 -1.334 0.706 -0.044 -0.479 -0.430 1.67950 0.271 Up
## 886 2004 0.271 -1.334 0.706 -0.044 -0.479 1.68080 -0.970 Down
## 887 2004 -0.970 0.271 -1.334 0.706 -0.044 1.33750 -0.196 Down
## 888 2004 -0.196 -0.970 0.271 -1.334 0.706 1.41340 0.993 Up
## 889 2004 0.993 -0.196 -0.970 0.271 -1.334 1.61080 0.054 Up
## 890 2004 0.054 0.993 -0.196 -0.970 0.271 1.55430 0.457 Up
## 891 2004 0.457 0.054 0.993 -0.196 -0.970 1.53010 0.117 Up
## 892 2004 0.117 0.457 0.054 0.993 -0.196 1.29820 0.445 Up
## 893 2004 0.445 0.117 0.457 0.054 0.993 1.27600 -0.626 Down
## 894 2004 -0.626 0.445 0.117 0.457 0.054 1.33830 -0.096 Down
## 895 2004 -0.096 -0.626 0.445 0.117 0.457 1.36920 -1.632 Down
## 896 2004 -1.632 -0.096 -0.626 0.445 0.117 1.39740 -1.548 Down
## 897 2004 -1.548 -1.632 -0.096 -0.626 0.445 1.52100 0.117 Up
## 898 2004 0.117 -1.548 -1.632 -0.096 -0.626 1.08600 1.297 Up
## 899 2004 1.297 0.117 -1.548 -1.632 -0.096 1.24560 -0.301 Down
## 900 2004 -0.301 1.297 0.117 -1.548 -1.632 1.41040 -1.168 Down
## 901 2004 -1.168 -0.301 1.297 0.117 -1.548 1.40510 0.148 Up
## 902 2004 0.148 -1.168 -0.301 1.297 0.117 1.17510 1.366 Up
## 903 2004 1.366 0.148 -1.168 -0.301 1.297 1.20620 0.220 Up
## 904 2004 0.220 1.366 0.148 -1.168 -0.301 1.26780 1.244 Up
## 905 2004 1.244 0.220 1.366 0.148 -1.168 1.28250 -0.360 Down
## 906 2004 -0.360 1.244 0.220 1.366 0.148 1.24940 0.652 Up
## 907 2004 0.652 -0.360 1.244 0.220 1.366 1.19990 -0.243 Down
## 908 2004 -0.243 0.652 -0.360 1.244 0.220 1.02190 0.047 Up
## 909 2004 0.047 -0.243 0.652 -0.360 1.244 1.09250 0.800 Up
## 910 2004 0.800 0.047 -0.243 0.652 -0.360 1.19220 0.012 Up
## 911 2004 0.012 0.800 0.047 -0.243 0.652 1.02360 0.243 Up
## 912 2004 0.243 0.012 0.800 0.047 -0.243 0.84540 -0.778 Down
## 913 2004 -0.778 0.243 0.012 0.800 0.047 0.84310 0.463 Up
## 914 2004 0.463 -0.778 0.243 0.012 0.800 1.13820 0.151 Up
## 915 2004 0.151 0.463 -0.778 0.243 0.012 1.14210 1.121 Up
## 916 2004 1.121 0.151 0.463 -0.778 0.243 1.11840 -0.418 Down
## 917 2004 -0.418 1.121 0.151 0.463 -0.778 0.92417 0.689 Up
## 918 2004 0.689 -0.418 1.121 0.151 0.463 1.21440 -0.449 Down
## 919 2004 -0.449 0.689 -0.418 1.121 0.151 1.24630 0.189 Up
## 920 2004 0.189 -0.449 0.689 -0.418 1.121 1.37130 0.495 Up
## 921 2004 0.495 0.189 -0.449 0.689 -0.418 1.26120 0.169 Up
## 922 2004 0.169 0.495 0.189 -0.449 0.689 1.29980 0.223 Up
## 923 2004 0.223 0.169 0.495 0.189 -0.449 1.20450 -0.705 Down
## 924 2004 -0.705 0.223 0.169 0.495 0.189 1.25600 0.279 Up
## 925 2004 0.279 -0.705 0.223 0.169 0.495 1.11390 0.449 Up
## 926 2004 0.449 0.279 -0.705 0.223 0.169 1.42260 -0.563 Down
## 927 2004 -0.563 0.449 0.279 -0.705 0.223 1.19760 0.633 Up
## 928 2004 0.633 -0.563 0.449 0.279 -0.705 1.32500 -1.394 Down
## 929 2004 -1.394 0.633 -0.563 0.449 0.279 1.37990 -0.467 Down
## 930 2004 -0.467 -1.394 0.633 -0.563 0.449 1.28630 0.158 Up
## 931 2004 0.158 -0.467 -1.394 0.633 -0.563 1.25540 -0.594 Down
## 932 2004 -0.594 0.158 -0.467 -1.394 0.633 1.26350 0.593 Up
## 933 2004 0.593 -0.594 0.158 -0.467 -1.394 1.39660 0.427 Up
## 934 2004 0.427 0.593 -0.594 0.158 -0.467 1.40290 -0.020 Down
## 935 2004 -0.020 0.427 0.593 -0.594 0.158 1.74800 1.518 Up
## 936 2004 1.518 -0.020 0.427 0.593 -0.594 1.58220 0.324 Up
## 937 2004 0.324 1.518 -0.020 0.427 0.593 1.53400 -0.061 Down
## 938 2004 -0.061 0.324 1.518 -0.020 0.427 1.41840 0.667 Up
## 939 2004 0.667 -0.061 0.324 1.518 -0.020 1.41670 -0.998 Down
## 940 2004 -0.998 0.667 -0.061 0.324 1.518 1.44750 -0.753 Down
## 941 2004 -0.753 -0.998 0.667 -0.061 0.324 1.29160 0.201 Up
## 942 2004 0.201 -0.753 -0.998 0.667 -0.061 0.94380 -0.227 Down
## 943 2004 -0.227 0.201 -0.753 -0.998 0.667 1.32010 -0.730 Down
## 944 2004 -0.730 -0.227 0.201 -0.753 -0.998 1.54620 -0.930 Down
## 945 2004 -0.930 -0.730 -0.227 0.201 -0.753 1.48950 0.445 Up
## 946 2004 0.445 -0.930 -0.730 -0.227 0.201 1.64510 0.525 Up
## 947 2004 0.525 0.445 -0.930 -0.730 -0.227 1.37330 -0.969 Down
## 948 2004 -0.969 0.525 0.445 -0.930 -0.730 1.73750 0.039 Up
## 949 2004 0.039 -0.969 0.525 0.445 -0.930 1.68570 0.256 Up
## 950 2004 0.256 0.039 -0.969 0.525 0.445 1.67300 -0.972 Down
## 951 2004 -0.972 0.256 0.039 -0.969 0.525 1.46960 -0.086 Down
## 952 2004 -0.086 -0.972 0.256 0.039 -0.969 1.38050 1.488 Up
## 953 2004 1.488 -0.086 -0.972 0.256 0.039 1.68540 1.288 Up
## 954 2004 1.288 1.488 -0.086 -0.972 0.256 1.74190 0.181 Up
## 955 2004 0.181 1.288 1.488 -0.086 -0.972 1.62820 0.245 Up
## 956 2004 0.245 0.181 1.288 1.488 -0.086 1.50080 0.027 Up
## 957 2004 0.027 0.245 0.181 1.288 1.488 1.39590 0.004 Up
## 958 2004 0.004 0.027 0.245 0.181 1.288 1.65900 1.118 Up
## 959 2004 1.118 0.004 0.027 0.245 0.181 1.76750 1.616 Up
## 960 2004 1.616 1.118 0.004 0.027 0.245 1.78270 0.387 Up
## 961 2004 0.387 1.616 1.118 0.004 0.027 1.72440 -0.110 Down
## 962 2004 -0.110 0.387 1.616 1.118 0.004 1.35870 -0.070 Down
## 963 2004 -0.070 -0.110 0.387 1.616 1.118 1.45080 -0.101 Down
## 964 2004 -0.101 -0.070 -0.110 0.387 1.616 1.50430 0.909 Up
## 965 2004 0.909 -0.101 -0.070 -0.110 0.387 1.39300 0.911 Up
## 966 2004 0.911 0.909 -0.101 -0.070 -0.110 1.53160 -0.030 Down
## 967 2004 -0.030 0.911 0.909 -0.101 -0.070 1.45330 -0.708 Down
## 968 2004 -0.708 -0.030 0.911 0.909 -0.101 1.36440 0.554 Up
## 969 2004 0.554 -0.708 -0.030 0.911 0.909 1.68420 0.136 Up
## 970 2004 0.136 0.554 -0.708 -0.030 0.911 1.45670 -1.116 Down
## 971 2004 -1.116 0.136 0.554 -0.708 -0.030 1.52660 0.590 Up
## 972 2004 0.590 -1.116 0.136 0.554 -0.708 1.39270 -0.025 Down
## 973 2004 -0.025 0.590 -1.116 0.136 0.554 1.42830 0.410 Up
## 974 2004 0.410 -0.025 0.590 -1.116 0.136 1.14960 0.075 Up
## 975 2004 0.075 0.410 -0.025 0.590 -1.116 0.50458 -0.345 Down
## 976 2004 -0.345 0.075 0.410 -0.025 0.590 1.37850 -0.403 Down
## 977 2004 -0.403 -0.345 0.075 0.410 -0.025 1.55350 1.495 Up
## 978 2004 1.495 -0.403 -0.345 0.075 0.410 1.77280 -0.087 Down
## 979 2004 -0.087 1.495 -0.403 -0.345 0.075 1.77490 0.071 Up
## 980 2004 0.071 -0.087 1.495 -0.403 -0.345 1.56670 -0.077 Down
## 981 2004 -0.077 0.071 -0.087 1.495 -0.403 1.35440 -1.107 Down
## 982 2004 -1.107 -0.077 0.071 -0.087 1.495 1.53390 0.488 Up
## 983 2004 0.488 -1.107 -0.077 0.071 -0.087 1.52520 0.544 Up
## 984 2004 0.544 0.488 -1.107 -0.077 0.071 1.62470 -0.104 Down
## 985 2004 -0.104 0.544 0.488 -1.107 -0.077 1.44370 0.899 Up
## 986 2004 0.899 -0.104 0.544 0.488 -1.107 1.43610 0.392 Up
## 987 2004 0.392 0.899 -0.104 0.544 0.488 1.54440 0.194 Up
## 988 2004 0.194 0.392 0.899 -0.104 0.544 1.69580 -0.208 Down
## 989 2004 -0.208 0.194 0.392 0.899 -0.104 1.79390 -0.749 Down
## 990 2004 -0.749 -0.208 0.194 0.392 0.899 2.33500 0.038 Up
## 991 2004 0.038 -0.749 -0.208 0.194 0.392 1.42280 0.904 Up
## 992 2004 0.904 0.038 -0.749 -0.208 0.194 1.48370 0.342 Up
## 993 2004 0.342 0.904 0.038 -0.749 -0.208 1.39080 0.046 Up
## 994 2004 0.046 0.342 0.904 0.038 -0.749 0.95610 -0.431 Down
## 995 2004 -0.431 0.046 0.342 0.904 0.038 0.92200 0.715 Up
## 996 2004 0.715 -0.431 0.046 0.342 0.904 0.98300 -0.007 Down
## 997 2004 -0.007 0.715 -0.431 0.046 0.342 0.92590 0.008 Up
## 998 2004 0.008 -0.007 0.715 -0.431 0.046 0.82980 -0.134 Down
## 999 2005 -0.134 0.008 -0.007 0.715 -0.431 0.78690 -0.812 Down
## 1000 2005 -0.812 -0.134 0.008 -0.007 0.715 1.51080 -1.167 Down
## 1001 2005 -1.167 -0.812 -0.134 0.008 -0.007 1.72100 -0.363 Down
## 1002 2005 -0.363 -1.167 -0.812 -0.134 0.008 1.73890 0.351 Up
## 1003 2005 0.351 -0.363 -1.167 -0.812 -0.134 1.56910 -0.143 Down
## 1004 2005 -0.143 0.351 -0.363 -1.167 -0.812 1.47790 0.342 Up
## 1005 2005 0.342 -0.143 0.351 -0.363 -1.167 1.49040 -0.610 Down
## 1006 2005 -0.610 0.342 -0.143 0.351 -0.363 1.48880 0.398 Up
## 1007 2005 0.398 -0.610 0.342 -0.143 0.351 1.56210 -0.863 Down
## 1008 2005 -0.863 0.398 -0.610 0.342 -0.143 1.51030 0.600 Up
## 1009 2005 0.600 -0.863 0.398 -0.610 0.342 1.33540 0.967 Up
## 1010 2005 0.967 0.600 -0.863 0.398 -0.610 1.59680 -0.949 Down
## 1011 2005 -0.949 0.967 0.600 -0.863 0.398 1.49870 -0.778 Down
## 1012 2005 -0.778 -0.949 0.967 0.600 -0.863 1.69200 -0.641 Down
## 1013 2005 -0.641 -0.778 -0.949 0.967 0.600 1.64350 -0.353 Down
## 1014 2005 -0.353 -0.641 -0.778 -0.949 0.967 1.49460 0.400 Up
## 1015 2005 0.400 -0.353 -0.641 -0.778 -0.949 1.61040 0.484 Up
## 1016 2005 0.484 0.400 -0.353 -0.641 -0.778 1.63590 0.041 Up
## 1017 2005 0.041 0.484 0.400 -0.353 -0.641 1.60060 -0.272 Down
## 1018 2005 -0.272 0.041 0.484 0.400 -0.353 1.64180 0.846 Up
## 1019 2005 0.846 -0.272 0.041 0.484 0.400 1.67980 0.689 Up
## 1020 2005 0.689 0.846 -0.272 0.041 0.484 1.68198 0.318 Up
## 1021 2005 0.318 0.689 0.846 -0.272 0.041 1.56174 -0.277 Down
## 1022 2005 -0.277 0.318 0.689 0.846 -0.272 1.55446 1.104 Up
## 1023 2005 1.104 -0.277 0.318 0.689 0.846 1.64816 -0.109 Down
## 1024 2005 -0.109 1.104 -0.277 0.318 0.689 1.34727 0.048 Up
## 1025 2005 0.048 -0.109 1.104 -0.277 0.318 1.41617 -0.858 Down
## 1026 2005 -0.858 0.048 -0.109 1.104 -0.277 1.51104 0.421 Up
## 1027 2005 0.421 -0.858 0.048 -0.109 1.104 1.49167 0.693 Up
## 1028 2005 0.693 0.421 -0.858 0.048 -0.109 1.56230 0.070 Up
## 1029 2005 0.070 0.693 0.421 -0.858 0.048 1.29018 0.330 Up
## 1030 2005 0.330 0.070 0.693 0.421 -0.858 1.52708 0.018 Up
## 1031 2005 0.018 0.330 0.070 0.693 0.421 1.49010 -0.792 Down
## 1032 2005 -0.792 0.018 0.330 0.070 0.693 1.58012 0.070 Up
## 1033 2005 0.070 -0.792 0.018 0.330 0.070 1.55120 -1.451 Down
## 1034 2005 -1.451 0.070 -0.792 0.018 0.330 1.74494 0.561 Up
## 1035 2005 0.561 -1.451 0.070 -0.792 0.018 1.50109 0.789 Up
## 1036 2005 0.789 0.561 -1.451 0.070 -0.792 1.51875 0.931 Up
## 1037 2005 0.931 0.789 0.561 -1.451 0.070 1.52368 -0.641 Down
## 1038 2005 -0.641 0.931 0.789 0.561 -1.451 1.79548 0.566 Up
## 1039 2005 0.566 -0.641 0.931 0.789 0.561 1.70806 -0.027 Down
## 1040 2005 -0.027 0.566 -0.641 0.931 0.789 1.56854 0.032 Up
## 1041 2005 0.032 -0.027 0.566 -0.641 0.931 1.61624 0.962 Up
## 1042 2005 0.962 0.032 -0.027 0.566 -0.641 1.63682 0.261 Up
## 1043 2005 0.261 0.962 0.032 -0.027 0.566 1.48883 -0.480 Down
## 1044 2005 -0.480 0.261 0.962 0.032 -0.027 1.52309 -1.019 Down
## 1045 2005 -1.019 -0.480 0.261 0.962 0.032 1.70497 0.186 Up
## 1046 2005 0.186 -1.019 -0.480 0.261 0.962 1.60402 -0.758 Down
## 1047 2005 -0.758 0.186 -1.019 -0.480 0.261 1.44982 0.562 Up
## 1048 2005 0.562 -0.758 0.186 -1.019 -0.480 1.43743 -0.752 Down
## 1049 2005 -0.752 0.562 -0.758 0.186 -1.019 1.51353 -0.808 Down
## 1050 2005 -0.808 -0.752 0.562 -0.758 0.186 1.65319 0.180 Up
## 1051 2005 0.180 -0.808 -0.752 0.562 -0.758 1.58193 -0.047 Down
## 1052 2005 -0.047 0.180 -0.808 -0.752 0.562 2.34437 -0.493 Down
## 1053 2005 -0.493 -0.047 0.180 -0.808 -0.752 1.81944 -1.020 Down
## 1054 2005 -1.020 -0.493 -0.047 0.180 -0.808 2.11447 0.070 Up
## 1055 2005 0.070 -1.020 -0.493 -0.047 0.180 2.24687 -0.095 Down
## 1056 2005 -0.095 0.070 -1.020 -0.493 -0.047 1.72172 0.244 Up
## 1057 2005 0.244 -0.095 0.070 -1.020 -0.493 1.74622 -0.760 Down
## 1058 2005 -0.760 0.244 -0.095 0.070 -1.020 2.22325 1.377 Up
## 1059 2005 1.377 -0.760 0.244 -0.095 0.070 2.09711 -0.069 Down
## 1060 2005 -0.069 1.377 -0.760 0.244 -0.095 2.21423 -0.650 Down
## 1061 2005 -0.650 -0.069 1.377 -0.760 0.244 2.16869 0.273 Up
## 1062 2005 0.273 -0.650 -0.069 1.377 -0.760 2.07977 0.448 Up
## 1063 2005 0.448 0.273 -0.650 -0.069 1.377 1.87080 0.227 Up
## 1064 2005 0.227 0.448 0.273 -0.650 -0.069 1.79740 0.597 Up
## 1065 2005 0.597 0.227 0.448 0.273 -0.650 1.90062 -0.834 Down
## 1066 2005 -0.834 0.597 0.227 0.448 0.273 1.66133 0.001 Up
## 1067 2005 0.001 -0.834 0.597 0.227 0.448 1.52531 0.555 Up
## 1068 2005 0.555 0.001 -0.834 0.597 0.227 1.97983 -1.176 Down
## 1069 2005 -1.176 0.555 0.001 -0.834 0.597 2.04974 -1.000 Down
## 1070 2005 -1.000 -1.176 0.555 0.001 -0.834 2.35504 -1.672 Down
## 1071 2005 -1.672 -1.000 -1.176 0.555 0.001 2.68996 0.294 Up
## 1072 2005 0.294 -1.672 -1.000 -1.176 0.555 2.18067 0.593 Up
## 1073 2005 0.593 0.294 -1.672 -1.000 -1.176 2.14270 -1.325 Down
## 1074 2005 -1.325 0.593 0.294 -1.672 -1.000 2.21705 1.974 Up
## 1075 2005 1.974 -1.325 0.593 0.294 -1.672 2.30856 -0.675 Down
## 1076 2005 -0.675 1.974 -1.325 0.593 0.294 2.04588 0.866 Up
## 1077 2005 0.866 -0.675 1.974 -1.325 0.593 1.79503 -0.884 Down
## 1078 2005 -0.884 0.866 -0.675 1.974 -1.325 1.95974 0.395 Up
## 1079 2005 0.395 -0.884 0.866 -0.675 1.974 2.15152 -1.138 Down
## 1080 2005 -1.138 0.395 -0.884 0.866 -0.675 2.18227 1.192 Up
## 1081 2005 1.192 -1.138 0.395 -0.884 0.866 2.36236 0.459 Up
## 1082 2005 0.459 1.192 -1.138 0.395 -0.884 1.98004 -0.085 Down
## 1083 2005 -0.085 0.459 1.192 -1.138 0.395 2.16702 1.247 Up
## 1084 2005 1.247 -0.085 0.459 1.192 -1.138 2.30648 -0.257 Down
## 1085 2005 -0.257 1.247 -0.085 0.459 1.192 1.99710 -0.109 Down
## 1086 2005 -0.109 -0.257 1.247 -0.085 0.459 1.70720 0.639 Up
## 1087 2005 0.639 -0.109 -0.257 1.247 -0.085 1.85702 -1.071 Down
## 1088 2005 -1.071 0.639 -0.109 -0.257 1.247 1.88966 0.419 Up
## 1089 2005 0.419 -1.071 0.639 -0.109 -0.257 1.83497 -1.003 Down
## 1090 2005 -1.003 0.419 -1.071 0.639 -0.109 1.99529 -0.458 Down
## 1091 2005 -0.458 -1.003 0.419 -1.071 0.639 2.18859 1.009 Up
## 1092 2005 1.009 -0.458 -1.003 0.419 -1.071 1.85686 0.696 Up
## 1093 2005 0.696 1.009 -0.458 -1.003 0.419 1.88726 1.002 Up
## 1094 2005 1.002 0.696 1.009 -0.458 -1.003 2.26632 0.466 Up
## 1095 2005 0.466 1.002 0.696 1.009 -0.458 1.77586 -0.151 Down
## 1096 2005 -0.151 0.466 1.002 0.696 1.009 1.63175 0.385 Up
## 1097 2005 0.385 -0.151 0.466 1.002 0.696 1.68117 0.018 Up
## 1098 2005 0.018 0.385 -0.151 0.466 1.002 1.68100 -0.340 Down
## 1099 2005 -0.340 0.018 0.385 -0.151 0.466 1.74218 0.639 Up
## 1100 2005 0.639 -0.340 0.018 0.385 -0.151 1.65411 0.097 Up
## 1101 2005 0.097 0.639 -0.340 0.018 0.385 1.38143 -0.607 Down
## 1102 2005 -0.607 0.097 0.639 -0.340 0.018 1.84068 0.900 Up
## 1103 2005 0.900 -0.607 0.097 0.639 -0.340 1.81010 0.172 Up
## 1104 2005 0.172 0.900 -0.607 0.097 0.639 1.81379 -0.687 Down
## 1105 2005 -0.687 0.172 0.900 -0.607 0.097 1.62752 0.125 Up
## 1106 2005 0.125 -0.687 0.172 0.900 -0.607 1.54712 -0.021 Down
## 1107 2005 -0.021 0.125 -0.687 0.172 0.900 1.85137 -0.216 Down
## 1108 2005 -0.216 -0.021 0.125 -0.687 0.172 1.71549 0.524 Up
## 1109 2005 0.524 -0.216 -0.021 0.125 -0.687 1.82412 -0.235 Down
## 1110 2005 -0.235 0.524 -0.216 -0.021 0.125 1.66418 0.226 Up
## 1111 2005 0.226 -0.235 0.524 -0.216 -0.021 1.66135 0.257 Up
## 1112 2005 0.257 0.226 -0.235 0.524 -0.216 1.69815 0.222 Up
## 1113 2005 0.222 0.257 0.226 -0.235 0.524 1.84044 0.363 Up
## 1114 2005 0.363 0.222 0.257 0.226 -0.235 1.77604 0.495 Up
## 1115 2005 0.495 0.363 0.222 0.257 0.226 2.40737 -0.071 Down
## 1116 2005 -0.071 0.495 0.363 0.222 0.257 1.71453 -0.205 Down
## 1117 2005 -0.205 -0.071 0.495 0.363 0.222 1.72070 0.022 Up
## 1118 2005 0.022 -0.205 -0.071 0.495 0.363 1.82325 -1.083 Down
## 1119 2005 -1.083 0.022 -0.205 -0.071 0.495 2.02992 -0.763 Down
## 1120 2005 -0.763 -1.083 0.022 -0.205 -0.071 2.41880 -0.074 Down
## 1121 2005 -0.074 -0.763 -1.083 0.022 -0.205 1.73862 0.914 Up
## 1122 2005 0.914 -0.074 -0.763 -1.083 0.022 1.77241 -0.143 Down
## 1123 2005 -0.143 0.914 -0.074 -0.763 -1.083 1.76928 -0.710 Down
## 1124 2005 -0.710 -0.143 0.914 -0.074 -0.763 2.10949 0.261 Up
## 1125 2005 0.261 -0.710 -0.143 0.914 -0.074 1.59382 0.883 Up
## 1126 2005 0.883 0.261 -0.710 -0.143 0.914 1.80582 -0.834 Down
## 1127 2005 -0.834 0.883 0.261 -0.710 -0.143 1.88347 0.245 Up
## 1128 2005 0.245 -0.834 0.883 0.261 -0.710 1.95244 1.168 Up
## 1129 2005 1.168 0.245 -0.834 0.883 0.261 1.90081 0.625 Up
## 1130 2005 0.625 1.168 0.245 -0.834 0.883 1.84630 0.227 Up
## 1131 2005 0.227 0.625 1.168 0.245 -0.834 1.93201 0.088 Up
## 1132 2005 0.088 0.227 0.625 1.168 0.245 1.81250 0.262 Up
## 1133 2005 0.262 0.088 0.227 0.625 1.168 2.04871 0.116 Up
## 1134 2005 0.116 0.262 0.088 0.227 0.625 1.71640 -0.553 Down
## 1135 2005 -0.553 0.116 0.262 0.088 0.227 1.58210 0.673 Up
## 1136 2005 0.673 -0.553 0.116 0.262 0.088 2.04128 0.476 Up
## 1137 2005 0.476 0.673 -0.553 0.116 0.262 2.06334 -0.661 Down
## 1138 2005 -0.661 0.476 0.673 -0.553 0.116 2.12984 0.541 Up
## 1139 2005 0.541 -0.661 0.476 0.673 -0.553 1.76699 -0.377 Down
## 1140 2005 -0.377 0.541 -0.661 0.476 0.673 1.71758 0.173 Up
## 1141 2005 0.173 -0.377 0.541 -0.661 0.476 1.93418 0.457 Up
## 1142 2005 0.457 0.173 -0.377 0.541 -0.661 1.94580 0.560 Up
## 1143 2005 0.560 0.457 0.173 -0.377 0.541 2.00168 -0.767 Down
## 1144 2005 -0.767 0.560 0.457 0.173 -0.377 1.78960 0.095 Up
## 1145 2005 0.095 -0.767 0.560 0.457 0.173 1.71687 0.710 Up
## 1146 2005 0.710 0.095 -0.767 0.560 0.457 2.04312 0.074 Up
## 1147 2005 0.074 0.710 0.095 -0.767 0.560 1.99998 -0.737 Down
## 1148 2005 -0.737 0.074 0.710 0.095 -0.767 1.98122 -0.764 Down
## 1149 2005 -0.764 -0.737 0.074 0.710 0.095 1.93028 -0.268 Down
## 1150 2005 -0.268 -0.764 -0.737 0.074 0.710 1.80414 0.674 Up
## 1151 2005 0.674 -0.268 -0.764 -0.737 0.074 1.89752 -0.183 Down
## 1152 2005 -0.183 0.674 -0.268 -0.764 -0.737 2.17232 0.706 Up
## 1153 2005 0.706 -0.183 0.674 -0.268 -0.764 1.94156 -0.599 Down
## 1154 2005 -0.599 0.706 -0.183 0.674 -0.268 1.70930 0.283 Up
## 1155 2005 0.283 -0.599 0.706 -0.183 0.674 1.56288 -1.178 Down
## 1156 2005 -1.178 0.283 -0.599 0.706 -0.183 1.82041 0.074 Up
## 1157 2005 0.074 -1.178 0.283 -0.599 0.706 1.85915 -0.100 Down
## 1158 2005 -0.100 0.074 -1.178 0.283 -0.599 1.80817 0.057 Up
## 1159 2005 0.057 -0.100 0.074 -1.178 0.283 1.55879 0.166 Up
## 1160 2005 0.166 0.057 -0.100 0.074 -1.178 1.62133 -0.339 Down
## 1161 2005 -0.339 0.166 0.057 -0.100 0.074 1.67862 -0.657 Down
## 1162 2005 -0.657 -0.339 0.166 0.057 -0.100 1.93080 0.230 Up
## 1163 2005 0.230 -0.657 -0.339 0.166 0.057 1.57111 -0.600 Down
## 1164 2005 -0.600 0.230 -0.657 -0.339 0.166 1.54109 0.596 Up
## 1165 2005 0.596 -0.600 0.230 -0.657 -0.339 1.59945 -0.319 Down
## 1166 2005 -0.319 0.596 -0.600 0.230 -0.657 1.91647 0.986 Up
## 1167 2005 0.986 -0.319 0.596 -0.600 0.230 2.36551 0.103 Up
## 1168 2005 0.103 0.986 -0.319 0.596 -0.600 2.22986 -0.292 Down
## 1169 2005 -0.292 0.103 0.986 -0.319 0.596 1.64016 1.262 Up
## 1170 2005 1.262 -0.292 0.103 0.986 -0.319 1.93209 0.241 Up
## 1171 2005 0.241 1.262 -0.292 0.103 0.986 2.06770 -0.379 Down
## 1172 2005 -0.379 0.241 1.262 -0.292 0.103 1.95538 0.796 Up
## 1173 2005 0.796 -0.379 0.241 1.262 -0.292 1.99256 -0.074 Down
## 1174 2005 -0.074 0.796 -0.379 0.241 1.262 1.93805 -0.754 Down
## 1175 2005 -0.754 -0.074 0.796 -0.379 0.241 2.08236 -0.328 Down
## 1176 2005 -0.328 -0.754 -0.074 0.796 -0.379 1.98675 0.046 Up
## 1177 2005 0.046 -0.328 -0.754 -0.074 0.796 2.07934 0.829 Up
## 1178 2005 0.829 0.046 -0.328 -0.754 -0.074 3.15247 -0.557 Down
## 1179 2005 -0.557 0.829 0.046 -0.328 -0.754 2.07654 -0.786 Down
## 1180 2005 -0.786 -0.557 0.829 0.046 -0.328 2.31925 -0.912 Down
## 1181 2005 -0.912 -0.786 -0.557 0.829 0.046 2.54815 0.365 Up
## 1182 2005 0.365 -0.912 -0.786 -0.557 0.829 2.42472 0.055 Up
## 1183 2005 0.055 0.365 -0.912 -0.786 -0.557 1.97302 0.028 Up
## 1184 2005 0.028 0.055 0.365 -0.912 -0.786 2.02222 0.002 Up
## 1185 2005 0.002 0.028 0.055 0.365 -0.912 1.97627 0.101 Up
## 1186 2005 0.101 0.002 0.028 0.055 0.365 2.10698 0.887 Up
## 1187 2005 0.887 0.101 0.002 0.028 0.055 2.17612 0.092 Up
## 1188 2005 0.092 0.887 0.101 0.002 0.028 2.09752 -0.172 Down
## 1189 2005 -0.172 0.092 0.887 0.101 0.002 2.09749 -0.997 Down
## 1190 2005 -0.997 -0.172 0.092 0.887 0.101 2.34142 -1.489 Down
## 1191 2005 -1.489 -0.997 -0.172 0.092 0.887 2.54678 -0.410 Down
## 1192 2005 -0.410 -1.489 -0.997 -0.172 0.092 2.79203 0.370 Up
## 1193 2005 0.370 -0.410 -1.489 -0.997 -0.172 2.12608 -0.717 Down
## 1194 2005 -0.717 0.370 -0.410 -1.489 -0.997 2.19599 -0.207 Down
## 1195 2005 -0.207 -0.717 0.370 -0.410 -1.489 2.29904 -0.607 Down
## 1196 2005 -0.607 -0.207 -0.717 0.370 -0.410 2.49128 -0.071 Down
## 1197 2005 -0.071 -0.607 -0.207 -0.717 0.370 2.35115 0.827 Up
## 1198 2005 0.827 -0.071 -0.607 -0.207 -0.717 2.18894 0.297 Up
## 1199 2005 0.297 0.827 -0.071 -0.607 -0.207 2.05457 -1.005 Down
## 1200 2005 -1.005 0.297 0.827 -0.071 -0.607 2.19701 1.496 Up
## 1201 2005 1.496 -1.005 0.297 0.827 -0.071 2.70359 -1.502 Down
## 1202 2005 -1.502 1.496 -1.005 0.297 0.827 2.61725 0.152 Up
## 1203 2005 0.152 -1.502 1.496 -1.005 0.297 2.47092 1.678 Up
## 1204 2005 1.678 0.152 -1.502 1.496 -1.005 2.19779 -0.237 Down
## 1205 2005 -0.237 1.678 0.152 -1.502 1.496 2.31247 -0.431 Down
## 1206 2005 -0.431 -0.237 1.678 0.152 -1.502 2.46775 -1.048 Down
## 1207 2005 -1.048 -0.431 -0.237 1.678 0.152 2.39537 1.655 Up
## 1208 2005 1.655 -1.048 -0.431 -0.237 1.678 2.37940 0.718 Up
## 1209 2005 0.718 1.655 -1.048 -0.431 -0.237 2.56747 -0.352 Down
## 1210 2005 -0.352 0.718 1.655 -1.048 -0.431 2.45785 0.998 Up
## 1211 2005 0.998 -0.352 0.718 1.655 -1.048 2.64809 0.426 Up
## 1212 2005 0.426 0.998 -0.352 0.718 1.655 2.71663 0.016 Up
## 1213 2005 0.016 0.426 0.998 -0.352 0.718 2.05051 0.219 Up
## 1214 2005 0.219 0.016 0.426 0.998 -0.352 1.98758 -0.345 Down
## 1215 2005 -0.345 0.219 0.016 0.426 0.998 1.96505 0.169 Up
## 1216 2005 0.169 -0.345 0.219 0.016 0.426 2.21446 0.845 Up
## 1217 2005 0.845 0.169 -0.345 0.219 0.016 2.37846 0.305 Up
## 1218 2005 0.305 0.845 0.169 -0.345 0.219 1.77314 -0.078 Down
## 1219 2005 -0.078 0.305 0.845 0.169 -0.345 1.89978 -0.385 Down
## 1220 2005 -0.385 -0.078 0.305 0.845 0.169 2.35937 0.179 Up
## 1221 2005 0.179 -0.385 -0.078 0.305 0.845 2.12158 0.941 Up
## 1222 2005 0.941 0.179 -0.385 -0.078 0.305 2.29804 0.440 Up
## 1223 2005 0.440 0.941 0.179 -0.385 -0.078 2.45329 0.527 Up
## 1224 2005 0.527 0.440 0.941 0.179 -0.385 2.11735 0.508 Up
## 1225 2005 0.508 0.527 0.440 0.941 0.179 2.29142 0.347 Up
## 1226 2005 0.347 0.508 0.527 0.440 0.941 1.98540 0.209 Up
## 1227 2005 0.209 0.347 0.508 0.527 0.440 0.72494 -0.851 Down
## 1228 2005 -0.851 0.209 0.347 0.508 0.527 2.01690 0.002 Up
## 1229 2005 0.002 -0.851 0.209 0.347 0.508 2.26834 -0.636 Down
## 1230 2005 -0.636 0.002 -0.851 0.209 0.347 2.37469 1.216 Up
## 1231 2005 1.216 -0.636 0.002 -0.851 0.209 2.61483 0.032 Up
## 1232 2005 0.032 1.216 -0.636 0.002 -0.851 2.12558 -0.236 Down
## 1233 2005 -0.236 0.032 1.216 -0.636 0.002 2.32584 0.128 Up
## 1234 2005 0.128 -0.236 0.032 1.216 -0.636 2.11074 -0.501 Down
## 1235 2005 -0.501 0.128 -0.236 0.032 1.216 2.09383 -0.122 Down
## 1236 2005 -0.122 -0.501 0.128 -0.236 0.032 2.17830 0.281 Up
## 1237 2005 0.281 -0.122 -0.501 0.128 -0.236 1.89629 0.084 Up
## 1238 2005 0.084 0.281 -0.122 -0.501 0.128 1.87655 0.555 Up
## 1239 2005 0.555 0.084 0.281 -0.122 -0.501 2.39002 0.419 Up
## 1240 2005 0.419 0.555 0.084 0.281 -0.122 2.14552 -0.141 Down
## 1241 2005 -0.141 0.419 0.555 0.084 0.281 2.18059 -0.285 Down
## 1242 2005 -0.285 -0.141 0.419 0.555 0.084 2.58419 -0.584 Down
## 1243 2005 -0.584 -0.285 -0.141 0.419 0.555 2.20881 -0.024 Down
## 1244 2005 -0.024 -0.584 -0.285 -0.141 0.419 1.99669 0.252 Up
## 1245 2005 0.252 -0.024 -0.584 -0.285 -0.141 2.06517 0.422 Up
## 1246 2005 0.422 0.252 -0.024 -0.584 -0.285 1.88850 0.043 Up
## 1247 2005 0.043 0.422 0.252 -0.024 -0.584 1.28581 -0.955 Down
## 1248 2005 -0.955 0.043 0.422 0.252 -0.024 1.54047 0.130 Up
## 1249 2005 0.130 -0.955 0.043 0.422 0.252 1.42236 -0.298 Down
## 1250 2005 -0.298 0.130 -0.955 0.043 0.422 1.38254 -0.489 Downhead(Smarket)## Year Lag1 Lag2 Lag3 Lag4 Lag5 Volume Today Direction
## 1 2001 0.381 -0.192 -2.624 -1.055 5.010 1.1913 0.959 Up
## 2 2001 0.959 0.381 -0.192 -2.624 -1.055 1.2965 1.032 Up
## 3 2001 1.032 0.959 0.381 -0.192 -2.624 1.4112 -0.623 Down
## 4 2001 -0.623 1.032 0.959 0.381 -0.192 1.2760 0.614 Up
## 5 2001 0.614 -0.623 1.032 0.959 0.381 1.2057 0.213 Up
## 6 2001 0.213 0.614 -0.623 1.032 0.959 1.3491 1.392 UpJika Anda ingin mengambil pengamatan kedua, yaitu vektor baris kedua, anda cukup mengetik:
Smarket[2,]## Year Lag1 Lag2 Lag3 Lag4 Lag5 Volume Today Direction
## 2 2001 0.959 0.381 -0.192 -2.624 -1.055 1.2965 1.032 UpJika ingin memiliki kolom ketiga dari matriks, kita dapat mengetikkan Smarket[,3] dan lihat semua 1250 entri di kolom. Menggunakan fungsi rbind() Anda juga dapat membuat matriks baru. Misalnya, mari kita pilih baris ketiga, ke-4, ke-7, ke-9 dan ke-10 dari matriks “Smarket”. Kemudian mari kita buat matriks baru yang disebut M2.
M2 <- rbind(Smarket[3,], Smarket[4,], Smarket[7,],
Smarket[9,], Smarket[10,])Jika kita ingin mengetahui jumlah vektor baris dan jumlah kolom vektor matriks, Anda dapat menggunakan fungsi dim() di R. Di dunia nyata masalah, terkadang tidak jelas berapa banyak vektor baris atau kolom di sana. Dengan set data “Smarket” di sini, jika kita hanya mengetik “redup(Smarket)” lalu R mengembalikan output berikut:
dim(Smarket)## [1] 1250 9Output pertama dari fungsi dim() adalah jumlah vektor baris dan output kedua dari fungsi dim() adalah jumlah vektor kolom. Di dalam contoh banyaknya vektor baris adalah 1250 dan banyaknya vektor kolom adalah 9.
Definisi 4
Vektor nol atau vektor nol adalah vektor n-dimensi dengan semua nol sebagai elemennya. Contoh 10 Untuk n = 5, vektor nol 5 dimensinya adalah
[ 0 0 0 0 0] . Di R Anda dapat membuat vektor nol 5 dimensi menggunakan fungsi rep() .
rep(0, 5)## [1] 0 0 0 0 0Jika Anda ingin membuat vektor 10 dimensi dengan semua 1 sebagai elemennya lalu anda ketik rep(1, 10). Maka output di R terlihat seperti ini:
rep(1,10)## [1] 1 1 1 1 1 1 1 1 1 1Fungsi rep() ini bisa sangat membantu dalam pemrograman R.
Definisi 5
Misalkan kita memiliki matriks m × n. Jika m = n, maka kita sebut ini matriks matriks persegi.
Contoh
Di sini kita membuat matriks identitas ukuran 3 dan identitas matriks berukuran 4 dalam R dengan fungsi diag(). Jika Anda mengetik
diag(3)## [,1] [,2] [,3]
## [1,] 1 0 0
## [2,] 0 1 0
## [3,] 0 0 1Demikian pula, jika Anda mengetik diag(4), maka Anda akan melihat keluaran berikut di R:
diag(4)## [,1] [,2] [,3] [,4]
## [1,] 1 0 0 0
## [2,] 0 1 0 0
## [3,] 0 0 1 0
## [4,] 0 0 0 1