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mstz
/
glass

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refractive_index
float64
sodium
float64
magnesium
float64
aluminum
float64
silicon
float64
potassium
float64
calcium
float64
barium
int64
iron
float64
is_vehicle_glass
int64
1.51655
12.75
2.85
1.44
73.27
0.57
8.79
0
0.22
0
1.5173
12.35
2.72
1.63
72.87
0.7
9.23
0
0
0
1.5182
12.62
2.76
0.83
73.81
0.35
9.42
0
0.2
0
1.52725
13.8
3.15
0.66
70.57
0.08
11.64
0
0
0
1.5241
13.83
2.9
1.17
71.15
0.08
10.79
0
0
0
1.52475
11.45
0
1.88
72.19
0.81
13.24
0
0.34
0
1.53125
10.73
0
2.1
69.81
0.58
13.3
3
0.28
0
1.53393
12.3
0
1
70.16
0.12
16.19
0
0.24
0
1.52222
14.43
0
1
72.67
0.1
11.52
0
0.08
0
1.51818
13.72
0
0.56
74.45
0
10.99
0
0
0
1.52664
11.23
0
0.77
73.21
0
14.68
0
0
0
1.52739
11.02
0
0.75
73.08
0
14.96
0
0
0
1.52777
12.64
0
0.67
72.02
0.06
14.4
0
0
0
1.51892
13.46
3.83
1.26
72.55
0.57
8.21
0
0.14
0
1.51847
13.1
3.97
1.19
72.44
0.6
8.43
0
0
0
1.51846
13.41
3.89
1.33
72.38
0.51
8.28
0
0
0
1.51829
13.24
3.9
1.41
72.33
0.55
8.31
0
0.1
0
1.51708
13.72
3.68
1.81
72.06
0.64
7.88
0
0
0
1.51673
13.3
3.64
1.53
72.53
0.65
8.03
0
0.29
0
1.51652
13.56
3.57
1.47
72.45
0.64
7.96
0
0
0
1.51844
13.25
3.76
1.32
72.4
0.58
8.42
0
0
0
1.51663
12.93
3.54
1.62
72.96
0.64
8.03
0
0.21
0
1.51687
13.23
3.54
1.48
72.84
0.56
8.1
0
0
0
1.51707
13.48
3.48
1.71
72.52
0.62
7.99
0
0
0
1.52177
13.2
3.68
1.15
72.75
0.54
8.52
0
0
0
1.51872
12.93
3.66
1.56
72.51
0.58
8.55
0
0.12
0
1.51667
12.94
3.61
1.26
72.75
0.56
8.6
0
0
0
1.52081
13.78
2.28
1.43
71.99
0.49
9.85
0
0.17
0
1.52068
13.55
2.09
1.67
72.18
0.53
9.57
0
0.17
0
1.5202
13.98
1.35
1.63
71.76
0.39
10.56
0
0.18
0
1.52177
13.75
1.01
1.36
72.19
0.33
11.14
0
0
0
1.52614
13.7
0
1.36
71.24
0.19
13.44
0
0.1
0
1.51813
13.43
3.98
1.18
72.49
0.58
8.15
0
0
0
1.518
13.71
3.93
1.54
71.81
0.54
8.21
0
0.15
0
1.51811
13.33
3.85
1.25
72.78
0.52
8.12
0
0
0
1.51789
13.19
3.9
1.3
72.33
0.55
8.44
0
0.28
0
1.51806
13
3.8
1.08
73.07
0.56
8.38
0
0.12
0
1.51711
12.89
3.62
1.57
72.96
0.61
8.11
0
0
0
1.51674
12.79
3.52
1.54
73.36
0.66
7.9
0
0
0
1.51674
12.87
3.56
1.64
73.14
0.65
7.99
0
0
0
1.5169
13.33
3.54
1.61
72.54
0.68
8.11
0
0
0
1.51851
13.2
3.63
1.07
72.83
0.57
8.41
0
0.17
0
1.51662
12.85
3.51
1.44
73.01
0.68
8.23
0
0.25
0
1.51709
13
3.47
1.79
72.72
0.66
8.18
0
0
0
1.5166
12.99
3.18
1.23
72.97
0.58
8.81
0
0.24
0
1.51839
12.85
3.67
1.24
72.57
0.62
8.68
0
0.35
0
1.51769
13.65
3.66
1.11
72.77
0.11
8.6
0
0
1
1.5161
13.33
3.53
1.34
72.67
0.56
8.33
0
0
1
1.5167
13.24
3.57
1.38
72.7
0.56
8.44
0
0.1
1
1.51643
12.16
3.52
1.35
72.89
0.57
8.53
0
0
1
1.51665
13.14
3.45
1.76
72.48
0.6
8.38
0
0.17
1
1.52127
14.32
3.9
0.83
71.5
0
9.49
0
0
1
1.51779
13.64
3.65
0.65
73
0.06
8.93
0
0
1
1.5161
13.42
3.4
1.22
72.69
0.59
8.32
0
0
1
1.51694
12.86
3.58
1.31
72.61
0.61
8.79
0
0
1
1.51646
13.04
3.4
1.26
73.01
0.52
8.58
0
0
1
1.51655
13.41
3.39
1.28
72.64
0.52
8.65
0
0
1
1.52121
14.03
3.76
0.58
71.79
0.11
9.65
0
0
1
1.51776
13.53
3.41
1.52
72.04
0.58
8.79
0
0
1
1.51796
13.5
3.36
1.63
71.94
0.57
8.81
0
0.09
1
1.51832
13.33
3.34
1.54
72.14
0.56
8.99
0
0
1
1.51934
13.64
3.54
0.75
72.65
0.16
8.89
0
0.24
1
1.52211
14.19
3.78
0.91
71.36
0.23
9.14
0
0.37
1
1.51514
14.01
2.68
3.5
69.89
1.68
5.87
2
0
0
1.51915
12.73
1.85
1.86
72.69
0.6
10.09
0
0
0
1.52171
11.56
1.88
1.56
72.86
0.47
11.41
0
0
0
1.52151
11.03
1.71
1.56
73.44
0.58
11.62
0
0
0
1.51969
12.64
0
1.65
73.75
0.38
11.53
0
0
0
1.51666
12.86
0
1.83
73.88
0.97
10.17
0
0
0
1.51994
13.27
0
1.76
73.03
0.47
11.32
0
0
0
1.52369
13.44
0
1.58
72.22
0.32
12.24
0
0
0
1.51316
13.02
0
3.04
70.48
6.21
6.96
0
0
0
1.51321
13
0
3.02
70.7
6.21
6.93
0
0
0
1.52043
13.38
0
1.4
72.25
0.33
12.5
0
0
0
1.52058
12.85
1.61
2.17
72.18
0.76
9.7
0
0.51
0
1.52119
12.97
0.33
1.51
73.39
0.13
11.27
0
0.28
0
1.51905
14
2.39
1.56
72.37
0
9.57
0
0
0
1.51937
13.79
2.41
1.19
72.76
0
9.77
0
0
0
1.51829
14.46
2.24
1.62
72.38
0
9.26
0
0
0
1.51852
14.09
2.19
1.66
72.67
0
9.32
0
0
0
1.51299
14.4
1.74
1.54
74.55
0
7.59
0
0
0
1.51888
14.99
0.78
1.74
72.5
0
9.95
0
0
0
1.51916
14.15
0
2.09
72.74
0
10.88
0
0
0
1.51969
14.56
0
0.56
73.48
0
11.22
0
0
0
1.51115
17.38
0
0.34
75.41
0
6.65
0
0
0
1.51131
13.69
3.2
1.81
72.81
1.76
5.43
1
0
0
1.51838
14.32
3.26
2.22
71.25
1.46
5.79
1
0
0
1.52315
13.44
3.34
1.23
72.38
0.6
8.83
0
0
0
1.52247
14.86
2.2
2.06
70.26
0.76
9.76
0
0
0
1.52365
15.79
1.83
1.31
70.43
0.31
8.61
1
0
0
1.51613
13.88
1.78
1.79
73.1
0
8.67
0
0
0
1.51602
14.85
0
2.38
73.28
0
8.76
0
0.09
0
1.51623
14.2
0
2.79
73.46
0.04
9.04
0
0.09
0
1.51719
14.75
0
2
73.02
0
8.53
1
0.08
0
1.51683
14.56
0
1.98
73.29
0
8.52
1
0.07
0
1.51545
14.14
0
2.68
73.39
0.08
9.07
0
0.05
0
1.51556
13.87
0
2.54
73.23
0.14
9.41
0
0.01
0
1.51727
14.7
0
2.34
73.28
0
8.95
0
0
0
1.51531
14.38
0
2.66
73.1
0.04
9.08
0
0
0
1.51609
15.01
0
2.51
73.05
0.05
8.83
0
0
0