How do we draw scatter plot for two columns for the said a & b? Beginner on R studio pls help out anyone experienced with R? have 5 similar questions just want to know how to do one so I can learn to do the rest

https://www.reddit.com/r/RStudio/comments/gqv9hu/how_do_we_draw_scatter_plot_for_two_columns_for/

library(ggplot2)

ggplot(dat_white_wine1, aes(x = volatile_acidity, y = sulphates, color = cluster_id)) +
  geom_point() +
  scale_x_continuous(
    breaks = seq(0, 1, 0.1)
  ) +
  scale_color_manual(values = c("black", "red", "gray"))

Data Set

fixed_acidity volatile_acidity citric_acid residual_sugar chlorides free_sulfur_dioxide total_sulfur_dioxide density pH sulphates alcohol quality cluster_id
5.9 0.290 0.16 7.90 0.044 48.0 197.0 0.99512 3.21 0.36 9.40000 5 3
6.1 0.410 0.14 10.40 0.037 18.0 119.0 0.99600 3.38 0.45 10.00000 5 3
6.9 0.350 0.39 2.40 0.048 25.0 157.0 0.99133 3.20 0.54 11.10000 7 3
5.9 0.260 0.30 1.00 0.036 38.0 114.0 0.99280 3.58 0.48 9.40000 5 3
7.5 0.380 0.56 9.70 0.055 15.0 170.0 0.99605 3.13 0.65 9.90000 6 3
5.3 0.760 0.03 2.70 0.043 27.0 93.0 0.99320 3.34 0.38 9.20000 5 2
5.8 0.270 0.22 12.70 0.058 42.0 206.0 0.99460 3.32 0.38 12.30000 6 3
6.9 0.440 0.27 5.00 0.038 33.0 166.0 0.99124 3.20 0.42 12.20000 6 3
7.2 0.210 1.00 1.10 0.154 46.0 114.0 0.99310 2.95 0.43 9.20000 6 3
6.9 0.230 0.38 8.30 0.047 47.0 162.0 0.99540 3.34 0.52 10.50000 7 3
6.8 0.310 0.30 8.00 0.028 33.0 122.0 0.99164 3.13 0.63 12.60000 7 3
7.5 0.420 0.45 9.10 0.029 20.0 125.0 0.99600 3.12 0.36 10.10000 6 3
6.2 0.255 0.24 1.70 0.039 138.5 272.0 0.99452 3.53 0.53 9.60000 4 3
6.9 0.250 0.24 3.60 0.057 13.0 85.0 0.99420 2.99 0.48 9.50000 4 3
7.0 0.200 0.31 8.00 0.050 29.0 213.0 0.99596 3.28 0.57 10.40000 6 3
6.4 0.240 0.49 5.80 0.053 25.0 120.0 0.99420 3.01 0.98 10.50000 6 1
7.6 0.520 0.49 14.00 0.034 37.0 156.0 0.99580 3.14 0.38 11.80000 7 3
5.7 0.370 0.30 1.10 0.029 24.0 88.0 0.98883 3.18 0.39 11.70000 6 3
6.4 0.240 0.27 1.50 0.040 35.0 105.0 0.98914 3.13 0.30 12.40000 6 3
8.9 0.260 0.33 8.10 0.024 47.0 202.0 0.99558 3.13 0.46 10.80000 6 3
7.6 0.270 0.42 2.60 0.044 29.0 110.0 0.99120 3.31 0.51 12.70000 6 3
6.9 0.290 0.40 19.45 0.043 36.0 156.0 0.99960 2.93 0.47 8.90000 5 3
7.1 0.420 0.20 2.80 0.038 28.0 109.0 0.98968 3.23 0.47 13.40000 6 3
6.5 0.180 0.33 1.40 0.029 35.0 138.0 0.99114 3.36 0.60 11.50000 7 3
6.9 0.310 0.34 1.60 0.032 23.0 128.0 0.99170 3.37 0.47 11.70000 6 3
7.0 0.210 0.28 8.60 0.045 37.0 221.0 0.99540 3.25 0.54 10.40000 6 3
5.0 0.240 0.21 2.20 0.039 31.0 100.0 0.99098 3.69 0.62 11.70000 6 3
6.4 0.160 0.25 1.30 0.047 20.0 77.0 0.99330 3.61 0.54 10.20000 6 3
6.2 0.180 0.30 1.00 0.031 23.0 73.0 0.99032 3.23 0.52 11.30000 6 3
8.5 0.220 0.34 0.70 0.040 5.0 25.0 0.99180 3.04 0.37 10.50000 4 3
7.4 0.250 0.36 13.20 0.067 53.0 178.0 0.99760 3.01 0.48 9.00000 6 3
6.3 0.180 0.36 1.20 0.034 26.0 111.0 0.99074 3.16 0.51 11.00000 6 3
7.2 0.310 0.35 7.20 0.046 45.0 178.0 0.99550 3.14 0.53 9.70000 5 3
6.7 0.400 0.22 8.80 0.052 24.0 113.0 0.99576 3.22 0.45 9.40000 5 3
6.7 0.280 0.34 8.90 0.048 32.0 111.0 0.99455 3.25 0.54 11.00000 7 3
7.4 0.160 0.30 1.40 0.064 34.0 166.0 0.99136 3.11 0.42 11.43333 6 3
7.2 0.240 0.30 1.20 0.037 11.0 95.0 0.98914 2.96 0.36 12.50000 6 3
6.9 0.320 0.26 2.30 0.030 11.0 103.0 0.99106 3.06 0.42 11.10000 6 3
6.9 0.340 0.36 1.40 0.032 13.0 145.0 0.99214 3.07 0.52 9.80000 5 3
6.9 0.240 0.33 1.70 0.035 47.0 136.0 0.99000 3.26 0.40 12.60000 7 3
5.3 0.400 0.25 3.90 0.031 45.0 130.0 0.99072 3.31 0.58 11.75000 7 3
7.9 0.460 0.32 4.10 0.033 40.0 138.0 0.99120 3.18 0.44 12.80000 7 3
5.1 0.300 0.30 2.30 0.048 40.0 150.0 0.98944 3.29 0.46 12.20000 6 3
7.0 0.230 0.42 18.05 0.050 35.0 144.0 0.99990 3.22 0.42 8.80000 5 3
7.1 0.360 0.24 1.80 0.025 32.0 102.0 0.99030 3.34 0.59 12.80000 6 3
7.4 0.160 0.27 15.50 0.050 25.0 135.0 0.99840 2.90 0.43 8.70000 7 3
7.9 0.250 0.34 11.40 0.040 53.0 202.0 0.99708 3.11 0.57 9.60000 6 3
6.4 0.270 0.19 1.90 0.085 21.0 196.0 0.99516 3.49 0.64 9.50000 4 3
9.1 0.590 0.38 1.60 0.066 34.0 182.0 0.99680 3.23 0.38 8.50000 3 2
7.6 0.300 0.27 10.60 0.039 31.0 119.0 0.99815 3.27 0.30 9.30000 6 3
8.8 0.270 0.25 5.00 0.024 52.0 99.0 0.99250 2.87 0.49 11.40000 5 3
7.1 0.200 0.30 0.90 0.019 4.0 28.0 0.98931 3.20 0.36 12.00000 6 3
7.7 0.380 0.40 2.00 0.038 28.0 152.0 0.99060 3.18 0.32 12.90000 6 3
7.1 0.260 0.37 5.50 0.025 31.0 105.0 0.99082 3.06 0.33 12.60000 8 3
5.9 0.250 0.25 11.30 0.052 30.0 165.0 0.99700 3.24 0.44 9.50000 6 3
7.7 0.160 0.41 1.70 0.048 60.0 173.0 0.99320 3.24 0.66 11.20000 7 3
6.8 0.180 0.32 7.20 0.047 17.0 109.0 0.99498 3.42 0.44 10.40000 6 3
6.8 0.270 0.37 8.20 0.055 52.0 192.0 0.99586 3.11 0.52 9.50000 6 3
5.8 0.260 0.18 1.20 0.031 40.0 114.0 0.99080 3.42 0.40 11.00000 7 3
6.8 0.230 0.30 6.95 0.044 42.0 179.0 0.99460 3.25 0.56 10.60000 6 3
7.3 0.250 0.36 2.10 0.034 30.0 177.0 0.99085 3.25 0.40 11.90000 8 3
9.7 0.240 0.45 1.20 0.033 11.0 59.0 0.99260 2.74 0.47 10.80000 6 3
6.9 0.540 0.32 13.20 0.050 53.0 236.0 0.99730 3.20 0.50 9.60000 5 3
6.4 0.270 0.49 7.30 0.046 53.0 206.0 0.99560 3.24 0.43 9.20000 6 3
6.7 0.140 0.46 1.60 0.036 15.0 92.0 0.99264 3.37 0.49 10.90000 5 3
8.9 0.130 0.49 1.00 0.028 6.0 24.0 0.99260 2.91 0.32 9.90000 5 3
6.6 0.220 0.28 4.90 0.042 51.0 180.0 0.99520 3.30 0.75 9.50000 6 3
6.9 0.380 0.38 13.10 0.112 14.0 94.0 0.99792 3.02 0.48 9.20000 5 3
6.5 0.410 0.24 14.00 0.048 24.0 113.0 0.99820 3.44 0.53 9.80000 6 3
7.9 0.210 0.39 2.00 0.057 21.0 138.0 0.99176 3.05 0.52 10.90000 5 3
5.8 0.280 0.18 1.20 0.058 7.0 108.0 0.99288 3.23 0.58 9.55000 4 3
7.5 0.160 0.38 12.70 0.043 70.5 163.0 0.99706 3.15 0.82 10.40000 7 1
5.6 0.180 0.58 1.25 0.034 29.0 129.0 0.98984 3.51 0.60 12.00000 7 3
6.5 0.220 0.32 2.20 0.028 36.0 92.0 0.99076 3.27 0.59 11.90000 7 3
7.2 0.230 0.38 14.30 0.058 55.0 194.0 0.99790 3.09 0.44 9.00000 6 3
5.8 0.240 0.44 3.50 0.029 5.0 109.0 0.99130 3.53 0.43 11.70000 3 3
5.7 0.360 0.21 6.70 0.038 51.0 166.0 0.99410 3.29 0.63 10.00000 6 3
7.1 0.370 0.67 10.50 0.045 49.0 155.0 0.99750 3.16 0.44 8.70000 5 3
7.0 0.440 0.24 12.10 0.056 68.0 210.0 0.99718 3.05 0.50 9.50000 5 3
6.6 0.560 0.22 8.90 0.034 27.0 133.0 0.99675 3.20 0.51 9.10000 5 2
6.4 0.350 0.35 5.60 0.034 9.0 148.0 0.99441 3.17 0.50 9.80000 4 3
7.4 0.200 0.28 9.10 0.047 29.0 95.0 0.99532 3.16 0.47 9.80000 7 3
6.4 0.250 0.32 5.50 0.049 41.0 176.0 0.99500 3.19 0.68 9.20000 6 3
6.2 0.240 0.27 16.80 0.040 48.0 129.0 0.99691 3.23 0.38 10.50000 6 3
6.8 0.320 0.33 0.70 0.027 15.0 66.0 0.98990 3.11 0.31 11.80000 6 3
6.2 0.470 0.21 1.00 0.044 13.0 98.0 0.99345 3.14 0.46 9.20000 5 3
4.9 0.345 0.34 1.00 0.068 32.0 143.0 0.99138 3.24 0.40 10.10000 5 3
6.6 0.160 0.36 1.10 0.031 27.0 93.0 0.98884 3.23 0.34 13.20000 8 3
6.4 0.300 0.30 2.25 0.038 8.0 210.0 0.99370 3.20 0.62 9.90000 6 3
6.2 0.390 0.24 4.80 0.037 45.0 138.0 0.99174 3.23 0.43 11.20000 7 3
5.7 0.260 0.30 1.80 0.039 30.0 105.0 0.98995 3.48 0.52 12.50000 7 3
8.1 0.170 0.44 14.10 0.053 43.0 145.0 1.00060 3.28 0.75 8.80000 8 3
6.1 0.250 0.24 12.10 0.046 51.0 172.0 0.99800 3.35 0.45 9.50000 5 3
6.9 0.440 0.42 8.50 0.048 10.0 147.0 0.99740 3.32 0.46 9.50000 6 3
6.4 0.220 0.49 7.50 0.054 42.0 151.0 0.99480 3.27 0.52 10.10000 6 3
8.2 0.180 0.49 1.10 0.033 28.0 81.0 0.99230 3.00 0.68 10.40000 7 3
6.3 0.290 0.23 14.20 0.037 24.0 99.0 0.99528 3.08 0.38 10.60000 6 3
5.9 0.140 0.25 4.50 0.027 34.0 140.0 0.99340 3.49 0.51 10.80000 6 3
7.3 0.190 0.27 13.90 0.057 45.0 155.0 0.99807 2.94 0.41 8.80000 8 3
6.5 0.280 0.33 15.70 0.053 51.0 190.0 0.99780 3.22 0.51 9.70000 6 3
7.4 0.270 0.52 15.70 0.054 36.0 139.0 0.99788 3.04 0.62 10.03333 6 3
6.9 0.300 0.25 3.30 0.041 26.0 124.0 0.99428 3.18 0.50 9.30000 6 3
6.5 0.270 0.19 6.60 0.045 98.0 175.0 0.99364 3.16 0.34 10.10000 6 3
8.1 0.280 0.46 15.40 0.059 32.0 177.0 1.00040 3.27 0.58 9.00000 4 3
6.8 0.250 0.34 14.00 0.032 47.0 133.0 0.99520 3.37 0.50 12.20000 7 3
5.8 0.360 0.50 1.00 0.127 63.0 178.0 0.99212 3.10 0.45 9.70000 5 3
7.4 0.180 0.30 8.80 0.064 26.0 103.0 0.99610 2.94 0.56 9.30000 5 3
7.7 0.250 0.30 7.80 0.038 67.0 196.0 0.99555 3.10 0.50 10.10000 5 3
6.9 0.140 0.38 1.00 0.041 22.0 81.0 0.99043 3.03 0.54 11.40000 6 3
7.5 0.290 0.31 8.95 0.055 20.0 151.0 0.99680 3.08 0.54 9.30000 5 3
6.6 0.270 0.52 8.10 0.044 53.0 202.0 0.99548 3.18 0.48 9.50000 5 3
8.8 0.240 0.23 10.30 0.032 12.0 97.0 0.99571 3.13 0.40 10.70000 6 3
7.1 0.370 0.30 6.20 0.040 49.0 139.0 0.99021 3.17 0.27 13.60000 6 3
6.6 0.160 0.34 1.10 0.037 41.0 115.0 0.98990 3.01 0.68 12.00000 6 3
8.1 0.310 0.36 8.20 0.028 29.0 142.0 0.99250 3.01 0.34 13.00000 7 3
6.5 0.360 0.31 13.55 0.053 20.0 113.0 0.99544 3.20 0.56 11.00000 6 3
6.1 0.170 0.29 1.10 0.041 32.0 92.0 0.99036 3.26 0.57 11.20000 6 3
6.9 0.380 0.29 13.65 0.048 52.0 189.0 0.99784 3.00 0.60 9.50000 6 3
7.2 0.230 0.82 1.30 0.149 70.0 109.0 0.99304 2.93 0.42 9.20000 6 3
5.0 0.310 0.00 6.40 0.046 43.0 166.0 0.99400 3.30 0.63 9.90000 6 3
7.3 0.340 0.39 5.20 0.040 45.0 163.0 0.99250 3.30 0.47 12.40000 6 3
6.4 0.240 0.49 5.80 0.053 25.0 120.0 0.99420 3.01 0.98 10.50000 6 1
7.3 0.260 0.31 1.60 0.040 39.0 173.0 0.99180 3.19 0.51 11.40000 6 3
6.8 0.140 0.18 1.40 0.047 30.0 90.0 0.99164 3.27 0.54 11.20000 6 3
8.8 0.200 0.43 15.00 0.053 60.0 184.0 1.00080 3.28 0.79 8.80000 6 3
6.6 0.780 0.50 1.50 0.045 30.0 133.0 0.99104 3.25 0.48 11.70000 5 2
6.6 0.220 0.23 17.30 0.047 37.0 118.0 0.99906 3.08 0.46 8.80000 6 3
7.4 0.160 0.27 15.50 0.050 25.0 135.0 0.99840 2.90 0.43 8.70000 7 3
6.4 0.280 0.23 6.00 0.051 50.0 162.0 0.99400 3.15 0.52 10.20000 5 3
7.9 0.370 0.30 2.70 0.029 64.0 158.0 0.99160 3.12 0.59 12.00000 7 3
7.7 0.300 0.26 18.95 0.053 36.0 174.0 0.99976 3.20 0.50 10.40000 5 3
7.8 0.240 0.38 2.10 0.058 14.0 167.0 0.99400 3.21 0.55 9.90000 5 3
7.2 0.150 0.39 1.80 0.043 21.0 159.0 0.99480 3.52 0.47 10.00000 5 3
9.2 0.150 0.68 1.60 0.046 22.0 130.0 0.99480 3.02 0.45 10.40000 6 3
6.9 0.300 0.30 1.30 0.053 24.0 186.0 0.99361 3.29 0.54 9.90000 4 3
6.8 0.150 0.30 5.30 0.050 40.0 127.0 0.99420 3.40 0.39 9.70000 6 3
6.7 0.210 0.34 1.40 0.049 36.0 112.0 0.99091 3.02 0.50 11.00000 6 3
7.2 0.160 0.26 7.10 0.054 41.0 224.0 0.99660 3.38 0.55 10.10000 5 3
6.4 0.160 0.25 1.40 0.057 21.0 125.0 0.99091 3.23 0.44 11.10000 7 3
7.7 0.430 0.28 4.50 0.046 33.0 102.0 0.99180 3.16 0.56 12.20000 7 3
6.6 0.250 0.51 8.00 0.047 61.0 189.0 0.99604 3.22 0.49 9.20000 5 3
6.0 0.210 0.29 13.10 0.042 28.0 125.0 0.99936 3.39 0.45 8.60000 5 3
7.1 0.270 0.24 12.60 0.044 48.0 118.0 0.99726 3.04 0.56 10.00000 7 3
6.4 0.280 0.27 11.00 0.042 45.0 148.0 0.99786 3.14 0.46 8.70000 5 3
8.7 0.230 0.32 13.40 0.044 35.0 169.0 0.99975 3.12 0.47 8.80000 7 3
6.1 0.125 0.25 3.30 0.040 10.0 69.0 0.99340 3.54 0.59 10.10000 6 3
6.5 0.190 0.30 0.80 0.043 33.0 144.0 0.99360 3.42 0.39 9.10000 6 3
6.7 0.260 0.29 5.80 0.025 26.0 74.0 0.99290 3.28 0.53 11.00000 6 3
6.8 0.240 0.34 2.70 0.047 64.5 218.5 0.99340 3.30 0.58 9.70000 6 3
7.7 0.300 0.34 1.20 0.048 4.0 119.0 0.99084 3.18 0.34 12.10000 6 3
6.0 0.180 0.31 1.40 0.036 14.0 75.0 0.99085 3.34 0.58 11.10000 8 3
8.1 0.310 0.24 1.60 0.032 10.0 67.0 0.99240 3.08 0.47 10.50000 5 3
8.0 0.450 0.28 10.80 0.051 25.0 157.0 0.99570 3.06 0.47 11.40000 7 3
7.4 0.190 0.42 6.40 0.067 39.0 212.0 0.99580 3.30 0.33 9.60000 6 3
7.2 0.190 0.39 1.20 0.036 32.0 85.0 0.99180 3.16 0.50 10.50000 5 3
7.2 0.340 0.30 8.40 0.051 40.0 167.0 0.99756 3.48 0.62 9.70000 5 3
6.1 0.300 0.47 1.40 0.049 50.0 187.0 0.99270 3.19 0.45 9.50000 5 3
6.6 0.240 0.28 6.70 0.032 26.0 91.0 0.99172 3.13 0.32 12.30000 6 3
8.3 0.390 0.70 10.60 0.045 33.0 169.0 0.99760 3.09 0.57 9.40000 5 3
6.8 0.250 0.38 8.10 0.046 24.0 155.0 0.99560 3.33 0.59 10.20000 6 3
6.6 0.250 0.29 1.10 0.068 39.0 124.0 0.99140 3.34 0.58 11.00000 7 3
5.9 0.230 0.28 8.60 0.046 37.0 142.0 0.99432 3.23 0.53 10.60000 6 3
6.8 0.350 0.44 6.50 0.056 31.0 161.0 0.99520 3.14 0.44 9.50000 5 3
6.1 0.320 0.37 1.80 0.051 13.0 200.0 0.99450 3.49 0.44 10.50000 4 3
5.8 0.360 0.26 3.30 0.038 40.0 153.0 0.99110 3.34 0.55 11.30000 6 3
5.6 0.190 0.27 0.90 0.040 52.0 103.0 0.99026 3.50 0.39 11.20000 5 3
7.0 0.240 0.34 1.40 0.031 27.0 107.0 0.99000 3.06 0.39 11.90000 6 3
6.7 0.300 0.44 18.50 0.057 65.0 224.0 0.99956 3.11 0.53 9.10000 5 3
6.2 0.280 0.27 10.30 0.030 26.0 108.0 0.99388 3.20 0.36 10.70000 6 3
7.9 0.160 0.64 17.00 0.050 69.0 210.0 1.00040 3.15 0.51 9.30000 7 3
7.5 0.260 0.30 4.60 0.027 29.0 92.0 0.99085 3.15 0.38 12.00000 7 3
6.5 0.160 0.33 1.00 0.027 23.0 75.0 0.99080 3.30 0.39 11.40000 7 3
7.0 0.230 0.28 2.70 0.053 16.0 92.0 0.99372 3.18 0.56 9.30000 5 3
6.7 0.300 0.44 18.75 0.057 65.0 224.0 0.99956 3.11 0.53 9.10000 5 3
7.4 0.130 0.39 4.70 0.042 36.0 137.0 0.99500 3.36 0.56 10.30000 7 3
6.8 0.310 0.19 3.50 0.086 30.0 130.0 0.99300 2.83 0.44 9.60000 5 3
7.1 0.230 0.28 1.90 0.046 33.0 103.0 0.98997 3.12 0.31 12.00000 5 3
7.0 0.130 0.37 12.85 0.042 36.0 105.0 0.99581 3.05 0.55 10.70000 6 3
6.3 0.260 0.25 7.80 0.058 44.0 166.0 0.99610 3.24 0.41 9.00000 5 3
6.0 0.330 0.20 1.80 0.031 49.0 159.0 0.99190 3.41 0.53 11.00000 6 3
7.4 0.280 0.36 14.60 0.048 35.0 161.0 0.99680 3.14 0.56 10.60000 5 3
6.7 0.270 0.26 2.30 0.043 61.0 181.0 0.99394 3.45 0.63 10.60000 6 3
6.5 0.140 0.32 2.70 0.037 18.0 89.0 0.99240 3.40 0.74 11.50000 7 3
5.3 0.360 0.27 6.30 0.028 40.0 132.0 0.99186 3.37 0.40 11.60000 6 3
6.1 0.370 0.46 12.00 0.042 61.0 210.0 0.99700 3.17 0.59 9.70000 6 3
6.4 0.270 0.45 8.30 0.050 52.0 196.0 0.99550 3.18 0.48 9.50000 5 3
6.4 0.170 0.27 9.90 0.047 26.0 101.0 0.99596 3.34 0.50 9.90000 6 3
6.6 0.250 0.51 8.00 0.047 61.0 189.0 0.99604 3.22 0.49 9.20000 5 3
7.9 0.250 0.29 5.30 0.031 33.0 117.0 0.99180 3.06 0.32 11.80000 7 3
6.3 0.260 0.29 2.20 0.043 35.0 175.0 0.99180 3.38 0.43 11.60000 6 3
6.4 0.260 0.42 9.70 0.044 30.0 140.0 0.99620 3.18 0.47 9.10000 6 3
6.5 0.370 0.33 3.90 0.027 40.0 130.0 0.99060 3.28 0.39 12.70000 7 3
6.9 0.300 0.25 3.30 0.041 26.0 124.0 0.99428 3.18 0.50 9.30000 6 3
7.1 0.240 0.34 1.20 0.045 6.0 132.0 0.99132 3.16 0.46 11.20000 4 3
6.7 0.200 0.24 6.50 0.044 28.0 100.0 0.99348 3.12 0.33 10.20000 6 3
7.6 0.260 0.36 1.60 0.032 6.0 106.0 0.99300 3.15 0.40 10.40000 4 3
6.7 0.260 0.29 7.70 0.038 40.0 179.0 0.99479 3.23 0.56 10.40000 6 3
6.8 0.210 0.74 1.20 0.047 25.0 111.0 0.99160 3.13 0.41 10.70000 6 3
6.0 0.160 0.27 12.00 0.030 39.0 98.0 0.99402 3.15 0.34 10.80000 5 3
6.5 0.350 0.31 10.20 0.069 58.0 170.0 0.99692 3.18 0.49 9.40000 5 3
5.7 0.210 0.32 0.90 0.038 38.0 121.0 0.99074 3.24 0.46 10.60000 6 3
6.0 0.240 0.34 1.00 0.036 52.0 184.0 0.99097 3.44 0.44 11.45000 6 3
6.4 0.370 0.37 4.85 0.041 39.5 216.5 0.99432 3.10 0.50 9.80000 6 3
7.0 0.230 0.32 1.80 0.048 25.0 113.0 0.99150 3.11 0.47 11.10000 6 3
6.3 0.240 0.29 1.60 0.052 48.0 185.0 0.99340 3.21 0.50 9.40000 5 3
7.4 0.300 0.49 8.20 0.055 49.0 188.0 0.99740 3.52 0.58 9.70000 6 3
6.7 0.540 0.27 7.10 0.049 8.0 178.0 0.99502 3.16 0.38 9.40000 4 3
7.5 0.350 0.37 2.50 0.066 29.0 89.0 0.98964 3.14 0.42 12.70000 6 3
6.6 0.160 0.21 6.70 0.055 43.0 157.0 0.99384 3.15 0.52 10.80000 6 3
7.9 0.640 0.46 10.60 0.244 33.0 227.0 0.99830 2.87 0.74 9.10000 3 2
5.9 0.220 0.45 22.60 0.120 55.0 122.0 0.99636 3.10 0.35 12.80000 5 3
7.1 0.490 0.22 2.00 0.047 146.5 307.5 0.99240 3.24 0.37 11.00000 3 3
6.9 0.270 0.25 7.50 0.030 18.0 117.0 0.99116 3.09 0.38 13.00000 6 3
7.7 0.280 0.39 8.90 0.036 8.0 117.0 0.99350 3.06 0.38 12.00000 7 3
7.8 0.390 0.26 9.90 0.059 33.0 181.0 0.99550 3.04 0.42 10.90000 6 3
6.0 0.230 0.34 1.30 0.025 23.0 111.0 0.98961 3.36 0.37 12.70000 6 3
5.3 0.430 0.11 1.10 0.029 6.0 51.0 0.99076 3.51 0.48 11.20000 4 3
6.7 0.280 0.42 3.50 0.035 43.0 105.0 0.99021 3.18 0.38 12.20000 6 3
7.1 0.260 0.32 5.90 0.037 39.0 97.0 0.99340 3.31 0.40 11.60000 6 3
5.5 0.160 0.22 4.50 0.030 30.0 102.0 0.99380 3.24 0.36 9.40000 6 3
7.1 0.310 0.17 1.00 0.042 21.0 144.0 0.99304 3.13 0.40 9.60000 5 3
5.4 0.290 0.38 1.20 0.029 31.0 132.0 0.98895 3.28 0.36 12.40000 6 3
6.1 0.300 0.47 1.40 0.049 50.0 187.0 0.99270 3.19 0.45 9.50000 5 3
6.8 0.310 0.32 7.60 0.052 35.0 143.0 0.99590 3.14 0.38 9.00000 5 3
6.7 0.480 0.32 1.40 0.021 22.0 121.0 0.98890 3.15 0.53 12.70000 7 3
6.2 0.210 0.34 6.60 0.030 36.0 91.0 0.99140 3.32 0.45 12.50000 7 3
6.8 0.270 0.35 7.80 0.048 76.0 197.0 0.99590 3.24 0.43 9.50000 6 3
7.9 0.510 0.34 2.60 0.049 13.0 135.0 0.99335 3.09 0.51 10.00000 5 3
6.8 0.270 0.32 1.50 0.044 19.0 142.0 0.99210 3.10 0.43 9.90000 6 3
6.8 0.150 0.41 12.90 0.044 79.5 183.0 0.99742 3.24 0.78 10.20000 6 3
7.7 0.250 0.43 4.50 0.062 20.0 115.0 0.99660 3.38 0.50 9.90000 6 3
7.5 0.260 0.52 13.20 0.047 64.0 179.0 0.99820 3.10 0.46 9.00000 5 3
6.8 0.230 0.40 1.60 0.047 5.0 133.0 0.99300 3.23 0.70 11.40000 6 3
6.8 0.250 0.27 10.70 0.076 47.0 154.0 0.99670 3.05 0.38 9.00000 5 3
6.4 0.220 0.32 7.20 0.028 15.0 83.0 0.99300 3.13 0.55 10.90000 8 3
6.3 0.250 0.22 3.30 0.048 41.0 161.0 0.99256 3.16 0.50 10.50000 6 3
7.8 0.310 0.40 1.60 0.027 20.0 87.0 0.99110 3.15 0.48 11.90000 6 3
8.0 0.250 0.27 9.70 0.036 15.0 85.0 0.99406 2.99 0.36 11.20000 6 3
5.4 0.205 0.16 12.55 0.051 31.0 115.0 0.99564 3.40 0.38 10.80000 6 3
6.4 0.290 0.57 1.00 0.060 15.0 120.0 0.99240 3.06 0.41 9.50000 5 3
6.6 0.260 0.36 1.20 0.035 43.0 126.0 0.99094 3.01 0.63 11.40000 6 3
7.3 0.240 0.39 17.95 0.057 45.0 149.0 0.99990 3.21 0.36 8.60000 5 3
8.3 0.490 0.43 2.50 0.036 32.0 116.0 0.99440 3.23 0.47 10.70000 6 3
7.4 0.260 0.37 9.40 0.047 42.0 147.0 0.99820 3.46 0.72 10.00000 5 3
7.4 0.240 0.31 8.40 0.045 52.0 183.0 0.99630 3.09 0.32 8.80000 5 3
6.8 0.330 0.31 7.40 0.045 34.0 143.0 0.99226 3.06 0.55 12.20000 6 3
7.4 0.190 0.49 6.70 0.037 15.0 110.0 0.99380 3.20 0.38 11.00000 7 3
7.4 0.190 0.31 14.50 0.045 39.0 193.0 0.99860 3.10 0.50 9.20000 6 3
6.1 0.220 0.25 12.10 0.035 54.0 135.0 0.99481 3.21 0.40 10.70000 5 3
7.0 0.290 0.37 1.60 0.035 34.0 126.0 0.99058 3.26 0.47 12.30000 6 3
5.9 0.230 0.24 3.80 0.038 61.0 152.0 0.99139 3.31 0.50 11.30000 7 3
7.5 0.380 0.29 4.90 0.021 38.0 113.0 0.99026 3.08 0.48 13.00000 7 3
7.4 0.360 0.32 1.90 0.036 27.0 119.0 0.99196 3.15 0.49 11.20000 6 3
6.0 0.190 0.71 1.50 0.152 9.0 55.0 0.99270 3.12 0.46 9.80000 6 3
6.2 0.220 0.28 2.20 0.040 24.0 125.0 0.99170 3.19 0.48 10.50000 6 3
6.1 0.250 0.49 7.60 0.052 67.0 226.0 0.99560 3.16 0.47 8.90000 5 3
6.5 0.230 0.39 1.90 0.036 41.0 98.0 0.99000 3.19 0.43 11.90000 7 3
7.1 0.210 0.27 8.60 0.056 26.0 111.0 0.99560 2.95 0.52 9.50000 5 3
6.7 0.240 0.41 9.40 0.040 49.0 166.0 0.99540 3.12 0.61 9.90000 6 3
5.2 0.240 0.45 3.80 0.027 21.0 128.0 0.99200 3.55 0.49 11.20000 8 3
6.1 0.250 0.18 10.50 0.049 41.0 124.0 0.99630 3.14 0.35 10.50000 5 3
6.1 0.250 0.30 1.20 0.036 42.0 107.0 0.99100 3.34 0.56 10.80000 7 3
6.7 0.240 0.36 8.40 0.042 42.0 123.0 0.99473 3.34 0.52 10.90000 6 3
7.3 0.250 0.36 2.10 0.034 30.0 177.0 0.99085 3.25 0.40 11.90000 8 3
7.8 0.280 0.49 1.30 0.046 27.0 142.0 0.99360 3.09 0.59 10.20000 5 3
5.5 0.320 0.13 1.30 0.037 45.0 156.0 0.99184 3.26 0.38 10.70000 5 3
7.2 0.400 0.49 1.10 0.048 11.0 138.0 0.99290 3.01 0.42 9.30000 5 3
6.8 0.200 0.25 6.20 0.052 22.0 106.0 0.99350 3.09 0.54 10.80000 5 3
5.9 0.180 0.29 4.60 0.032 68.0 137.0 0.99159 3.21 0.38 11.30000 6 3
6.4 0.250 0.57 1.00 0.062 21.0 122.0 0.99238 3.00 0.40 9.50000 5 3
6.8 0.320 0.37 3.40 0.023 19.0 87.0 0.99020 3.14 0.53 12.70000 6 3
7.7 0.440 0.24 11.20 0.031 41.0 167.0 0.99480 3.12 0.43 11.30000 7 3
7.6 0.285 0.32 14.60 0.063 32.0 201.0 0.99800 3.00 0.45 9.20000 5 3
8.0 0.270 0.33 1.20 0.050 41.0 103.0 0.99002 3.00 0.45 12.40000 6 3
6.8 0.320 0.34 1.20 0.044 14.0 67.0 0.99190 3.05 0.47 10.60000 4 3
6.3 0.270 0.25 5.80 0.038 52.0 155.0 0.99500 3.28 0.38 9.40000 6 3
7.1 0.170 0.40 14.55 0.047 47.0 156.0 0.99945 3.34 0.78 9.10000 6 3
7.1 0.260 0.32 14.45 0.074 29.0 107.0 0.99800 2.96 0.42 9.20000 6 3
7.2 0.240 0.36 2.00 0.029 21.0 63.0 0.99076 3.13 0.63 12.50000 6 3
5.9 0.240 0.30 2.00 0.033 28.0 92.0 0.99225 3.39 0.69 10.90000 7 3
5.1 0.260 0.34 6.40 0.034 26.0 99.0 0.99449 3.23 0.41 9.20000 6 3
8.1 0.330 0.22 5.20 0.047 24.0 151.0 0.99527 3.22 0.47 10.30000 5 3
7.0 0.160 0.25 14.30 0.044 27.0 149.0 0.99800 2.91 0.46 9.20000 6 3
7.3 0.410 0.24 6.80 0.057 41.0 163.0 0.99490 3.20 0.41 9.90000 6 3
6.9 0.330 0.28 1.30 0.051 37.0 187.0 0.99270 3.27 0.60 10.30000 5 3
7.2 0.170 0.28 17.55 0.050 33.0 154.0 0.99971 2.94 0.43 9.00000 7 3
6.0 0.280 0.29 19.30 0.051 36.0 174.0 0.99911 3.14 0.50 9.00000 5 3
7.6 0.350 0.47 13.30 0.037 42.0 116.0 0.99822 3.04 0.50 9.20000 5 3
6.5 0.180 0.41 14.20 0.039 47.0 129.0 0.99678 3.28 0.72 10.30000 7 3
6.4 0.270 0.17 8.40 0.044 60.0 198.0 0.99578 3.21 0.47 9.40000 5 3
6.0 0.240 0.27 1.90 0.048 40.0 170.0 0.99380 3.64 0.54 10.00000 7 3
8.5 0.190 0.48 1.10 0.026 23.0 58.0 0.99184 2.90 0.50 10.50000 6 3
6.5 0.220 0.50 16.40 0.048 36.0 182.0 0.99904 3.02 0.49 8.80000 6 3
6.6 0.390 0.39 11.90 0.057 51.0 221.0 0.99851 3.26 0.51 8.90000 6 3
9.6 0.655 0.21 2.00 0.039 21.0 120.0 0.99188 3.00 1.00 12.60000 6 2
5.8 0.580 0.00 1.50 0.020 33.0 96.0 0.98918 3.29 0.38 12.40000 6 2
7.6 0.290 0.29 4.40 0.051 26.0 146.0 0.99390 3.16 0.39 10.20000 5 3
8.3 0.150 0.39 1.30 0.055 32.0 146.0 0.99300 3.08 0.39 10.50000 6 3
6.9 0.240 0.36 20.80 0.031 40.0 139.0 0.99750 3.20 0.33 11.00000 6 3
7.0 0.270 0.29 3.90 0.059 28.0 199.0 0.99610 3.54 0.59 10.30000 5 3
7.4 0.310 0.26 8.60 0.048 47.0 206.0 0.99640 3.26 0.36 9.10000 5 3
7.0 0.270 0.74 1.50 0.036 27.0 122.0 0.99260 3.35 0.48 11.20000 6 3
7.7 0.160 0.36 5.90 0.054 25.0 148.0 0.99578 3.25 0.54 10.20000 6 3
6.3 0.495 0.22 1.80 0.046 31.0 140.0 0.99290 3.39 0.54 10.40000 6 3
7.1 0.280 0.26 1.90 0.049 12.0 86.0 0.99340 3.15 0.38 9.40000 5 3
6.6 0.310 0.28 1.40 0.035 28.0 107.0 0.98836 3.00 0.40 13.20000 6 3
6.4 0.220 0.31 13.90 0.040 57.0 135.0 0.99672 3.21 0.38 10.70000 5 3
7.0 0.270 0.32 6.80 0.047 47.0 193.0 0.99380 3.23 0.39 11.40000 6 3
6.1 0.440 0.28 4.25 0.032 43.0 132.0 0.99160 3.26 0.47 11.26667 7 3
6.5 0.280 0.26 8.80 0.040 44.0 139.0 0.99560 3.32 0.37 10.20000 6 3
6.6 0.260 0.46 7.80 0.047 48.0 186.0 0.99580 3.20 0.54 9.10000 5 3
6.2 0.180 0.38 1.50 0.028 36.0 117.0 0.99300 3.47 0.54 9.70000 6 3
6.9 0.230 0.33 12.80 0.056 44.0 169.0 0.99800 3.42 0.42 9.80000 6 3
6.5 0.260 0.27 12.90 0.044 69.0 215.0 0.99670 3.17 0.43 10.00000 6 3
7.0 0.310 0.52 1.70 0.029 5.0 61.0 0.99180 3.07 0.43 10.40000 5 3
7.4 0.190 0.49 9.30 0.030 26.0 132.0 0.99400 2.99 0.32 11.00000 7 3
6.9 0.210 0.24 1.80 0.021 17.0 80.0 0.98992 3.15 0.46 12.30000 7 3
7.1 0.200 0.31 6.85 0.053 32.0 211.0 0.99587 3.31 0.59 10.40000 6 3
7.2 0.230 0.33 12.70 0.049 50.0 183.0 0.99870 3.41 0.40 9.80000 5 3
6.9 0.290 0.41 7.80 0.046 52.0 171.0 0.99537 3.12 0.51 9.60000 5 3
6.3 0.210 0.58 10.00 0.081 34.0 126.0 0.99620 2.95 0.46 8.90000 5 3
7.2 0.360 0.36 5.70 0.038 26.0 98.0 0.99140 2.93 0.59 12.50000 7 3
7.3 0.260 0.33 17.85 0.049 41.5 195.0 1.00000 3.06 0.44 9.10000 7 3
7.0 0.360 0.25 5.70 0.015 14.0 73.0 0.98963 2.82 0.59 13.20000 6 3
6.3 0.260 0.49 1.50 0.052 34.0 134.0 0.99240 2.99 0.61 9.80000 6 3
7.3 0.210 0.29 1.60 0.034 29.0 118.0 0.99170 3.30 0.50 11.00000 8 3
7.1 0.290 0.34 7.80 0.036 49.0 128.0 0.99397 3.21 0.40 10.70000 6 3
6.4 0.180 0.48 18.00 0.054 56.0 183.0 1.00038 2.98 0.61 8.50000 6 3
6.1 0.160 0.34 6.10 0.034 31.0 114.0 0.99365 3.32 0.58 10.13333 7 3
5.8 0.180 0.37 1.10 0.036 31.0 96.0 0.98942 3.16 0.48 12.00000 6 3
6.9 0.300 0.21 15.70 0.056 49.0 159.0 0.99827 3.11 0.48 9.00000 5 3
6.3 0.230 0.49 7.10 0.050 67.0 210.0 0.99510 3.23 0.34 9.50000 5 3
6.4 0.180 0.74 11.90 0.046 54.0 168.0 0.99780 3.58 0.68 10.10000 5 3
8.3 0.140 0.26 1.50 0.049 56.0 189.0 0.99460 3.21 0.62 9.50000 6 3
6.6 0.280 0.28 8.50 0.052 55.0 211.0 0.99620 3.09 0.55 8.90000 6 3
6.3 0.180 0.22 1.50 0.043 45.0 155.0 0.99238 3.19 0.48 10.20000 5 3
6.5 0.300 0.32 2.00 0.044 34.0 90.0 0.99185 3.37 0.68 11.00000 7 3
6.2 0.300 0.32 1.70 0.032 30.0 130.0 0.99110 3.28 0.41 11.20000 7 3
6.7 0.270 0.30 13.90 0.029 34.0 131.0 0.99530 3.36 0.50 12.00000 7 3
6.6 0.260 0.21 2.90 0.026 48.0 126.0 0.99089 3.22 0.38 11.30000 7 3
5.7 0.330 0.15 1.90 0.050 20.0 93.0 0.99340 3.38 0.62 9.90000 5 3
5.8 0.380 0.26 1.10 0.058 20.0 140.0 0.99271 3.27 0.43 9.70000 6 3
6.8 0.190 0.33 1.30 0.031 22.0 87.0 0.98987 3.08 0.62 12.30000 7 3
6.5 0.260 0.50 8.00 0.051 46.0 197.0 0.99536 3.18 0.47 9.50000 5 3
7.0 0.220 0.26 9.20 0.027 37.0 122.0 0.99228 3.06 0.34 12.50000 8 3
6.8 0.310 0.42 6.90 0.046 50.0 173.0 0.99580 3.19 0.46 9.00000 5 3
7.0 0.220 0.31 2.70 0.030 41.0 136.0 0.98980 3.16 0.37 12.70000 7 3
6.5 0.280 0.34 3.60 0.040 29.0 121.0 0.99111 3.28 0.48 12.10000 7 3
7.6 0.210 0.49 2.50 0.047 20.0 130.0 0.99178 3.15 0.48 11.10000 5 3
7.4 0.155 0.34 2.30 0.045 73.5 214.0 0.99340 3.18 0.61 9.90000 7 3
7.2 0.330 0.22 4.50 0.031 10.0 73.0 0.99076 2.97 0.52 12.20000 7 3
8.6 0.340 0.36 1.40 0.045 11.0 119.0 0.99556 3.17 0.47 9.40000 4 3
6.4 0.280 0.19 5.40 0.042 67.0 181.0 0.99435 3.31 0.35 10.20000 6 3
6.0 0.280 0.24 17.80 0.047 42.0 111.0 0.99896 3.10 0.45 8.90000 6 3
7.3 0.340 0.21 3.20 0.050 14.0 136.0 0.99360 3.25 0.44 10.20000 5 3
5.7 0.280 0.36 1.80 0.041 38.0 90.0 0.99002 3.27 0.98 11.90000 7 1
9.7 0.240 0.49 4.90 0.032 3.0 18.0 0.99368 2.85 0.54 10.00000 6 3
8.2 0.290 0.33 9.10 0.036 28.0 118.0 0.99530 2.96 0.40 10.90000 7 3
6.2 0.350 0.20 18.10 0.069 33.0 158.0 0.99908 3.15 0.50 8.80000 6 3
7.7 0.230 0.31 10.70 0.038 59.0 186.0 0.99690 3.12 0.55 9.50000 6 3
6.1 0.190 0.25 4.00 0.023 23.0 112.0 0.99230 3.37 0.51 11.60000 6 3
6.5 0.350 0.36 0.80 0.034 32.0 111.0 0.98942 3.11 0.50 12.10000 8 3
6.5 0.430 0.18 13.15 0.032 25.0 131.0 0.99565 3.23 0.51 10.70000 5 3
6.6 0.130 0.30 4.90 0.058 47.0 131.0 0.99460 3.51 0.45 10.30000 6 3
6.6 0.320 0.36 8.00 0.047 57.0 168.0 0.99490 3.15 0.46 9.60000 5 3
6.4 0.370 0.20 5.60 0.117 61.0 183.0 0.99459 3.24 0.43 9.50000 5 3
6.5 0.430 0.31 3.60 0.046 19.0 143.0 0.99022 3.15 0.34 12.00000 8 3
7.6 0.180 0.46 10.20 0.055 58.0 135.0 0.99680 3.14 0.43 9.90000 6 3
7.0 0.250 0.33 2.10 0.021 17.0 76.0 0.99021 3.26 0.45 12.30000 6 3
6.5 0.230 0.33 13.80 0.042 25.0 139.0 0.99695 3.35 0.56 10.40000 6 3
6.9 0.400 0.56 11.20 0.043 40.0 142.0 0.99750 3.14 0.46 8.70000 5 3
6.5 0.280 0.27 5.20 0.040 44.0 179.0 0.99480 3.19 0.69 9.40000 6 3
6.5 0.220 0.27 1.60 0.039 36.0 116.0 0.99178 3.38 0.57 11.00000 7 3
7.4 0.300 0.49 8.20 0.055 49.0 188.0 0.99740 3.52 0.58 9.70000 6 3
6.6 0.310 0.38 16.05 0.058 16.0 165.0 0.99970 3.38 0.60 9.20000 5 3
6.6 0.220 0.37 15.40 0.035 62.0 153.0 0.99845 3.02 0.40 9.30000 5 3
5.7 0.220 0.20 16.00 0.044 41.0 113.0 0.99862 3.22 0.46 8.90000 6 3
6.6 0.170 0.38 1.50 0.032 28.0 112.0 0.99140 3.25 0.55 11.40000 7 3
7.3 0.190 0.27 1.60 0.027 35.0 136.0 0.99248 3.38 0.54 11.00000 7 3
6.7 0.330 0.36 6.60 0.042 34.0 116.0 0.99123 2.97 0.31 12.20000 8 3
4.2 0.215 0.23 5.10 0.041 64.0 157.0 0.99688 3.42 0.44 8.00000 3 3
8.2 0.370 0.36 1.00 0.034 17.0 93.0 0.99060 3.04 0.32 11.70000 8 3
5.4 0.415 0.19 1.60 0.039 27.0 88.0 0.99265 3.54 0.41 10.00000 7 3
5.8 0.420 0.30 2.20 0.035 26.0 129.0 0.98900 3.32 0.47 12.90000 6 3
7.0 0.360 0.14 11.60 0.043 35.0 228.0 0.99770 3.13 0.51 8.90000 5 3
7.2 0.170 0.37 6.90 0.059 47.0 128.0 0.99322 3.08 0.46 11.00000 7 3
6.0 0.390 0.13 1.20 0.042 60.0 172.0 0.99114 3.06 0.52 10.60000 5 3
7.7 0.280 0.35 15.30 0.056 31.0 117.0 0.99980 3.27 0.50 9.60000 5 3
6.3 0.200 0.37 11.80 0.045 58.0 130.0 0.99519 3.20 0.35 10.80000 5 3
6.3 0.290 0.28 4.70 0.059 28.0 81.0 0.99036 3.24 0.56 12.70000 8 3
7.4 0.240 0.42 14.00 0.066 48.0 198.0 0.99790 2.89 0.42 8.90000 6 3
7.9 0.290 0.39 6.70 0.036 6.0 117.0 0.99380 3.12 0.42 10.70000 5 3
6.3 0.280 0.22 11.50 0.036 27.0 150.0 0.99445 3.00 0.33 10.60000 6 3
7.2 0.470 0.16 5.90 0.048 14.0 125.0 0.99428 3.09 0.49 9.80000 5 3
6.3 0.250 0.44 1.70 0.024 36.0 116.0 0.98935 3.18 0.40 12.50000 6 3
8.0 0.220 0.42 14.60 0.044 45.0 163.0 1.00030 3.21 0.69 8.60000 7 3
7.2 0.200 0.38 1.00 0.037 21.0 74.0 0.99180 3.21 0.37 11.00000 5 3
5.4 0.270 0.22 4.60 0.022 29.0 107.0 0.98889 3.33 0.54 13.80000 6 3
6.7 0.360 0.26 7.90 0.034 39.0 123.0 0.99119 2.99 0.30 12.20000 7 3
6.3 0.270 0.49 1.20 0.063 35.0 92.0 0.99110 3.38 0.42 12.20000 6 3