ticker
stringlengths
1
10
date
timestamp[ns]
profitability
float32
1
100
value
float32
1
100
solvency
float32
1
100
cash_flow
float32
1
100
illiquidity
float32
1
100
momentum_long_term
float32
1
100
momentum_medium_term
float32
1
100
short_term_reversal
float32
1
100
price_volatility
float32
1
100
dividend_yield
float32
1
100
earnings_consistency
float32
1
100
small_size
float32
1
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low_growth
float32
1
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low_equity_issuance
float32
1
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bounce_dip
float32
1
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accrual_growth
float32
1
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low_depreciation_growth
float32
1
100
current_liquidity
float32
1
100
low_rnd
float32
1
100
momentum
float32
1
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market_risk
float32
1
100
business_risk
float32
1
100
political_risk
float32
1
100
inflation_fluctuation
float32
1
100
inflation_persistence
float32
1
100
returns
float32
-1
1.44k
ZNOG
2016-02-26T00:00:00
10
44
2
4
71
72
79
60
50
50
72
83
91
18
27
80
19
6
91
79
45
24
15
51
27
0.028571
ZNOG
2016-03-04T00:00:00
10
44
6
4
31
72
78
38
51
51
84
83
91
11
20
57
19
49
91
77
44
24
16
55
33
0.061111
ZNOG
2016-03-11T00:00:00
10
44
2
4
67
63
65
37
49
49
67
83
86
19
31
58
19
12
91
65
47
26
17
55
34
0.010471
ZNOG
2016-03-18T00:00:00
16
45
1
5
61
63
53
84
52
52
64
83
72
14
60
93
15
18
91
59
49
28
13
51
34
-0.036269
ZNOG
2016-03-25T00:00:00
16
45
2
5
48
81
85
89
50
50
68
84
72
12
63
93
15
31
91
88
44
29
14
50
39
-0.032258
ZNOG
2016-04-01T00:00:00
17
45
1
5
74
86
90
90
49
49
61
84
72
17
62
93
15
4
90
92
38
28
11
46
50
-0.011111
ZNOG
2016-04-08T00:00:00
17
45
4
5
29
82
78
73
44
44
72
84
72
8
78
93
15
51
90
83
35
20
17
50
39
-0.005618
ZNOG
2016-04-15T00:00:00
17
44
4
5
26
65
36
87
44
44
72
84
72
6
77
93
15
54
88
49
35
17
19
50
40
0
ZNOG
2016-04-22T00:00:00
16
44
1
5
74
69
46
91
44
44
52
84
72
13
69
92
15
5
88
57
44
25
21
45
47
-0.022599
ZNOG
2016-04-29T00:00:00
16
45
2
5
51
85
66
50
44
44
64
84
73
9
68
93
15
31
89
83
51
32
20
42
57
0.023121
ZNOG
2016-05-06T00:00:00
16
45
5
6
27
85
62
81
47
47
71
84
73
6
78
83
15
55
90
80
41
27
14
45
58
-0.054802
ZNOG
2016-05-13T00:00:00
15
45
5
6
22
68
27
57
42
42
73
84
61
6
72
83
15
63
90
45
41
27
14
44
58
0.004184
ZNOG
2016-05-20T00:00:00
11
46
21
4
54
56
18
95
52
52
48
85
65
13
81
32
6
28
93
33
35
39
16
50
58
-0.095238
ZNOG
2016-05-27T00:00:00
11
45
20
4
29
49
16
69
57
57
61
84
65
7
85
32
6
53
93
28
40
33
18
53
60
0.052632
ZNOG
2016-06-03T00:00:00
11
45
21
4
21
47
21
93
57
57
68
85
65
6
91
32
6
69
93
30
40
38
19
54
60
-0.025
ZNOG
2016-06-10T00:00:00
11
45
21
4
25
40
13
89
56
56
65
85
65
7
91
31
6
60
92
21
40
44
17
55
62
-0.032051
ZNOG
2016-06-17T00:00:00
11
45
20
4
78
34
8
19
62
62
36
84
65
18
70
29
6
3
93
15
52
75
45
49
58
0.072848
ZNOG
2016-06-24T00:00:00
11
45
20
4
45
45
30
81
64
64
54
85
65
11
87
29
6
40
92
33
60
74
20
66
33
-0.067901
ZNOG
2016-07-01T00:00:00
11
45
21
4
34
38
17
86
62
62
61
85
65
8
95
29
6
49
92
25
47
77
10
66
44
-0.019868
ZNOG
2016-07-08T00:00:00
10
45
21
4
52
45
27
91
62
62
51
85
66
10
97
29
6
32
92
33
48
79
13
65
42
-0.006757
ZNOG
2016-07-15T00:00:00
10
45
21
4
24
32
8
95
60
60
66
86
66
6
98
29
6
65
92
17
53
81
18
61
40
-0.027211
ZNOG
2016-07-22T00:00:00
10
45
21
4
45
33
12
81
60
60
53
85
66
10
98
29
6
38
92
19
52
81
16
61
47
0.006993
ZNOG
2016-07-29T00:00:00
10
45
21
4
52
30
9
88
55
55
51
86
65
10
97
29
6
34
91
16
58
81
14
60
45
-0.020833
ZNOG
2016-08-05T00:00:00
10
46
21
4
65
28
7
81
51
51
51
86
44
14
97
25
6
21
91
15
59
83
14
60
44
-0.007092
ZNOG
2016-08-12T00:00:00
4
46
12
9
33
34
57
89
50
50
63
86
39
6
99
10
14
50
87
44
60
84
14
63
46
-0.028571
ZNOG
2016-08-19T00:00:00
4
46
12
9
77
25
17
55
51
51
40
86
39
15
97
9
14
5
88
18
60
80
13
67
45
0.022059
ZNOG
2016-08-26T00:00:00
4
45
12
9
51
22
13
17
49
49
49
86
39
9
97
9
14
34
88
15
56
87
13
64
47
0.035971
ZNOG
2016-09-02T00:00:00
4
46
12
9
48
19
10
90
52
52
49
86
40
10
97
71
14
35
88
12
65
79
12
62
37
-0.0625
ZNOG
2016-09-09T00:00:00
4
46
12
9
68
14
6
54
50
50
43
86
39
13
96
71
14
15
88
8
72
75
8
63
49
0.007407
ZNOG
2016-09-16T00:00:00
4
46
12
9
65
14
10
75
48
48
44
86
40
12
96
71
14
19
88
9
68
71
8
65
46
-0.014706
ZNOG
2016-09-23T00:00:00
4
46
12
9
46
13
9
86
46
46
50
86
40
9
96
72
14
37
89
9
75
80
7
59
49
-0.014925
ZNOG
2016-09-30T00:00:00
4
46
12
9
29
12
11
17
55
55
59
86
40
6
85
71
14
56
89
9
77
71
6
60
52
0.060606
ZNOG
2016-10-07T00:00:00
4
45
12
9
75
11
10
43
53
53
42
86
40
15
59
72
14
7
89
8
86
60
8
53
45
-0.014286
ZNOG
2016-10-14T00:00:00
4
45
12
9
60
12
20
69
55
55
50
86
40
11
58
72
14
24
88
13
79
45
9
61
28
-0.043478
ZNOG
2016-10-21T00:00:00
4
45
12
9
26
17
57
66
54
54
68
86
40
5
44
72
14
60
88
33
79
54
9
62
28
0.007576
ZNOG
2016-10-28T00:00:00
4
45
12
9
60
12
11
27
51
51
50
86
39
11
40
72
14
24
89
10
81
46
9
66
26
0.015038
ZNOG
2016-11-04T00:00:00
4
46
12
9
52
13
28
83
61
61
52
86
40
10
45
71
14
32
88
16
61
58
8
66
21
-0.103704
ZNOG
2016-11-11T00:00:00
9
44
11
7
42
12
23
76
49
49
62
86
56
8
46
85
17
41
88
14
61
59
9
55
26
0.028099
ZNOG
2016-11-18T00:00:00
9
45
11
7
51
11
13
59
50
50
57
86
55
12
44
82
17
32
87
9
61
51
10
54
25
0.036977
ZNOG
2016-11-25T00:00:00
9
44
10
7
49
15
64
9
61
61
59
85
55
12
34
73
17
35
88
37
50
27
12
52
26
0.108527
ZNOG
2016-12-02T00:00:00
9
44
11
7
59
14
50
61
56
56
54
86
55
13
33
73
17
26
89
29
51
33
14
50
27
-0.06993
ZNOG
2016-12-09T00:00:00
9
44
10
7
48
13
27
58
51
51
60
86
55
12
32
73
18
35
89
16
51
34
14
52
25
0.022556
ZNOG
2016-12-16T00:00:00
9
45
11
7
58
13
31
88
52
52
54
86
56
13
41
72
17
25
88
19
50
39
12
58
26
-0.058824
ZNOG
2016-12-23T00:00:00
9
45
10
7
55
19
62
70
51
51
56
86
56
13
36
72
18
28
89
38
47
38
12
59
26
0.007813
ZNOG
2016-12-30T00:00:00
9
44
10
7
63
14
20
10
54
54
53
86
56
14
22
72
18
21
89
15
45
33
20
58
16
0.062016
ZNOG
2017-01-06T00:00:00
9
44
10
7
55
12
20
41
53
53
58
86
56
12
19
72
18
27
89
13
44
28
21
55
13
0
ZNOG
2017-01-13T00:00:00
8
44
10
7
74
14
33
75
51
51
66
86
56
13
17
72
18
7
89
20
50
30
22
49
12
-0.029197
ZNOG
2017-01-20T00:00:00
9
44
10
7
23
28
77
71
53
53
87
86
56
5
16
72
17
64
89
53
49
28
21
51
14
-0.007519
ZNOG
2017-01-27T00:00:00
8
44
10
7
43
19
45
89
52
52
79
86
56
8
20
72
17
39
87
30
47
22
24
45
10
-0.037879
ZNOG
2017-02-03T00:00:00
8
44
10
7
40
20
41
78
46
46
80
87
55
8
12
72
18
42
86
28
45
23
24
44
9
0
ZNOG
2017-02-10T00:00:00
8
45
10
7
23
15
22
72
42
42
87
87
55
5
10
72
18
63
85
16
45
22
23
39
8
0.007874
ZNOG
2017-02-17T00:00:00
8
45
11
7
75
17
25
56
43
43
67
87
55
13
12
72
18
6
85
18
47
22
24
39
6
0.007813
ZNOG
2017-02-24T00:00:00
8
44
10
7
25
28
78
52
39
39
87
87
54
6
15
31
18
60
85
53
21
14
19
63
13
0
ZNOG
2017-03-03T00:00:00
8
44
10
7
20
22
60
64
38
38
78
87
53
6
11
31
18
68
84
38
26
16
30
62
26
-0.007752
ZNOG
2017-03-10T00:00:00
8
45
10
7
32
17
24
85
39
39
74
87
53
9
13
19
18
50
65
16
50
10
56
64
15
-0.0625
ZNOG
2017-03-17T00:00:00
9
43
10
4
55
18
28
68
41
41
70
86
41
11
12
36
18
27
92
18
49
10
52
63
15
0.025
ZNOG
2017-03-24T00:00:00
9
43
10
4
75
15
14
89
42
42
65
87
41
15
19
36
18
5
92
11
40
9
43
69
10
-0.056911
ZNOG
2017-03-31T00:00:00
9
43
9
5
44
15
17
56
45
45
73
86
41
10
24
36
18
38
92
13
41
9
40
68
3
0.034483
ZNOG
2017-04-07T00:00:00
9
44
9
5
38
15
17
64
44
44
74
86
41
9
18
36
18
44
91
12
31
10
40
66
5
-0.008333
ZNOG
2017-04-14T00:00:00
9
43
10
5
37
16
28
41
43
43
36
86
41
11
15
36
18
43
91
17
34
11
38
65
4
0
ZNOG
2017-04-21T00:00:00
9
44
9
5
20
17
37
92
47
47
36
87
41
7
24
37
18
67
90
23
30
4
33
71
31
-0.067227
ZNOG
2017-04-28T00:00:00
9
43
9
5
40
17
32
7
68
68
36
86
41
11
18
38
18
40
91
21
41
7
29
77
71
0.153153
ZNOG
2017-05-05T00:00:00
10
43
9
5
49
15
17
1
80
80
38
83
58
13
5
94
18
31
93
13
50
25
25
46
71
0.257813
ZNOG
2017-05-12T00:00:00
6
46
8
8
58
15
23
4
80
80
31
83
18
11
5
94
16
22
94
16
42
30
28
44
79
0.018634
ZNOG
2017-05-19T00:00:00
6
46
9
8
23
13
14
6
78
78
45
83
18
6
5
94
16
58
94
10
38
30
32
44
80
0.006098
ZNOG
2017-05-26T00:00:00
6
47
9
8
33
13
21
79
80
80
40
83
18
8
9
94
16
45
94
13
58
37
44
45
75
-0.078788
ZNOG
2017-06-02T00:00:00
5
48
9
8
53
14
28
86
80
80
31
84
18
12
15
94
16
24
94
17
84
30
45
50
74
-0.078947
ZNOG
2017-06-09T00:00:00
7
46
9
8
26
16
37
2
86
86
42
82
18
7
4
94
16
51
94
22
83
63
64
42
89
0.264286
ZNOG
2017-06-16T00:00:00
7
46
8
8
47
11
10
1
87
87
33
80
18
11
2
94
16
28
95
8
85
72
59
26
91
0.175141
ZNOG
2017-06-23T00:00:00
8
45
9
8
41
28
83
1
89
89
30
78
18
12
1
97
17
23
95
57
93
81
53
31
90
0.240385
ZNOG
2017-06-30T00:00:00
9
45
8
8
10
78
99
1
92
92
45
75
18
6
1
97
16
58
95
92
95
86
35
37
83
0.329457
ZNOG
2017-07-07T00:00:00
11
47
8
8
19
82
99
1
97
97
33
68
18
10
1
97
17
27
95
93
95
92
42
32
79
0.714286
ZNOG
2017-07-14T00:00:00
10
46
8
8
3
83
98
59
97
97
48
74
18
5
1
97
17
61
95
93
97
90
55
26
64
-0.321429
ZNOG
2017-07-21T00:00:00
10
46
8
8
8
70
71
1
97
97
40
71
18
8
1
97
16
38
95
73
96
85
73
31
64
0.255639
ZNOG
2017-07-28T00:00:00
10
45
8
8
27
42
39
85
98
98
24
73
18
14
1
97
16
4
95
39
93
85
60
23
61
-0.157685
ZNOG
2017-08-04T00:00:00
9
46
8
8
7
86
99
84
98
98
51
75
13
8
1
27
16
39
94
95
92
79
62
27
61
-0.165877
ZNOG
2017-08-11T00:00:00
7
44
33
14
12
93
100
79
98
98
52
74
7
9
1
55
36
25
91
98
92
79
60
26
61
-0.014205
ZNOG
2017-08-18T00:00:00
6
44
34
14
6
97
100
100
98
98
57
77
7
7
2
2
36
41
90
99
91
65
55
37
57
-0.227666
ZNOG
2017-08-25T00:00:00
7
45
34
13
5
100
100
32
98
98
60
75
7
6
1
2
37
46
90
100
88
63
55
33
61
0.227612
ZNOG
2017-09-01T00:00:00
7
45
34
13
20
100
100
31
97
97
47
74
7
12
1
2
36
12
91
100
87
64
51
36
63
0.054711
ZNOG
2017-09-08T00:00:00
7
44
34
14
8
100
96
70
97
97
55
75
7
8
2
2
36
34
91
99
85
69
41
35
63
-0.069164
ZNOG
2017-09-15T00:00:00
7
44
34
14
25
100
100
20
97
97
45
75
7
14
5
2
36
5
91
100
82
64
53
35
65
0.080495
ZNOG
2017-09-22T00:00:00
7
44
34
14
4
100
69
83
97
97
62
75
7
5
18
2
36
50
91
89
82
69
51
37
66
-0.031519
ZNOG
2017-09-29T00:00:00
7
44
34
14
3
99
46
44
96
96
65
75
7
5
19
2
36
58
90
77
81
70
50
37
64
0.008876
ZNOG
2017-10-06T00:00:00
6
43
34
14
6
99
37
99
96
96
64
77
7
6
26
2
37
43
90
71
83
80
53
33
77
-0.178886
ZNOG
2017-10-13T00:00:00
6
44
34
14
6
82
15
40
96
96
66
76
7
7
32
2
36
43
90
47
80
79
53
32
80
0.15
ZNOG
2017-10-20T00:00:00
6
44
34
14
22
98
30
97
96
96
45
77
7
12
54
2
37
8
90
67
81
82
53
27
82
-0.108696
ZNOG
2017-10-27T00:00:00
6
44
34
14
4
98
60
95
95
95
68
77
7
6
54
2
37
46
90
82
79
85
53
27
83
-0.090592
ZNOG
2017-11-03T00:00:00
5
45
35
14
4
95
27
99
94
94
66
79
7
5
62
2
36
49
90
63
79
88
50
28
82
-0.1341
ZNOG
2017-11-10T00:00:00
14
49
24
30
5
98
72
98
93
93
56
79
4
6
87
72
36
41
86
89
75
87
48
27
83
-0.075221
ZNOG
2017-11-17T00:00:00
14
50
24
30
4
96
35
97
93
93
58
80
4
6
93
72
35
46
86
69
73
83
47
29
83
-0.043062
ZNOG
2017-11-24T00:00:00
14
51
24
30
2
95
57
98
92
92
64
81
4
5
87
69
35
59
86
80
72
86
44
30
82
-0.045
ZNOG
2017-12-01T00:00:00
14
50
24
30
17
65
9
26
93
93
44
80
4
11
83
69
35
12
86
35
75
86
42
32
88
0.120419
ZNOG
2017-12-08T00:00:00
15
49
23
30
9
88
26
15
93
93
50
79
4
9
93
69
35
29
87
58
75
87
37
33
88
0.060748
ZNOG
2017-12-15T00:00:00
15
49
24
30
22
67
5
4
92
92
41
79
4
13
99
69
35
5
87
34
75
83
40
32
86
0.070485
ZNOG
2017-12-22T00:00:00
14
49
24
30
9
55
3
48
91
91
50
79
4
9
100
69
35
28
87
26
71
82
45
29
86
-0.049383
ZNOG
2017-12-29T00:00:00
14
50
24
30
15
40
2
89
90
90
47
80
4
11
100
68
35
16
86
19
72
90
47
19
79
-0.064935
ZNOG
2018-01-05T00:00:00
14
49
24
30
9
33
2
46
89
89
54
80
4
8
100
68
35
30
86
15
72
91
45
14
76
0.055556
ZNOG
2018-01-12T00:00:00
14
49
24
30
19
31
3
50
87
87
63
80
4
13
100
68
36
9
86
14
73
88
49
21
73
0.008772
ZNOG
2018-01-19T00:00:00
14
50
24
30
10
26
2
84
86
86
70
80
4
9
100
68
35
28
86
12
73
88
49
21
76
-0.03913