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
100
low_growth
float32
1
100
low_equity_issuance
float32
1
100
bounce_dip
float32
1
100
accrual_growth
float32
1
100
low_depreciation_growth
float32
1
100
current_liquidity
float32
1
100
low_rnd
float32
1
100
momentum
float32
1
100
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
2018-01-26T00:00:00
14
49
24
30
10
35
24
47
85
85
69
80
4
9
100
68
35
25
86
26
73
88
46
21
72
0.031674
ZNOG
2018-02-02T00:00:00
15
49
24
31
15
43
52
4
85
85
66
78
4
11
99
69
36
17
86
46
82
94
33
25
83
0.10307
ZNOG
2018-02-09T00:00:00
15
49
24
31
4
53
78
42
86
86
77
79
4
6
99
68
36
48
86
69
64
94
35
22
82
-0.097416
ZNOG
2018-02-16T00:00:00
16
48
23
30
2
45
59
1
98
98
83
73
4
5
82
68
36
64
88
53
48
79
31
35
19
0.779736
ZNOG
2018-02-23T00:00:00
16
47
23
30
17
36
17
1
98
98
68
72
4
13
80
67
35
10
88
22
49
76
32
51
16
0.059406
ZNOG
2018-03-02T00:00:00
16
47
24
30
3
41
48
9
98
98
83
72
4
6
70
67
35
55
88
45
47
73
32
48
16
-0.018692
ZNOG
2018-03-09T00:00:00
16
47
23
30
4
41
43
3
98
98
81
71
3
8
59
67
35
47
87
42
45
67
37
44
15
0.114286
ZNOG
2018-03-16T00:00:00
27
51
16
33
12
35
15
3
98
98
63
69
2
14
62
76
28
23
82
21
41
44
28
51
8
0.07906
ZNOG
2018-03-23T00:00:00
27
51
16
33
7
39
37
2
98
98
67
68
2
12
54
76
28
37
82
37
44
60
12
58
15
0.033663
ZNOG
2018-03-30T00:00:00
27
51
16
33
6
70
86
64
98
98
68
70
2
11
52
76
29
40
82
82
45
57
24
65
10
-0.088123
ZNOG
2018-04-06T00:00:00
28
51
16
33
16
53
64
86
98
98
62
71
2
15
45
76
29
20
82
59
45
54
32
79
12
-0.073529
ZNOG
2018-04-13T00:00:00
28
51
16
33
3
100
100
59
97
97
74
70
2
11
55
76
29
63
82
100
42
61
29
71
12
0.040816
ZNOG
2018-04-20T00:00:00
28
51
16
33
9
100
100
95
97
97
63
72
2
16
46
76
29
33
82
100
42
63
36
68
15
-0.076253
ZNOG
2018-04-27T00:00:00
27
52
16
33
4
99
100
92
92
92
70
72
2
12
26
77
29
56
82
100
37
61
43
58
15
-0.033019
ZNOG
2018-05-04T00:00:00
26
51
16
35
3
99
100
77
92
92
70
72
2
12
8
79
29
60
83
100
41
60
47
65
10
0.012195
ZNOG
2018-05-11T00:00:00
9
49
23
38
23
91
100
59
91
91
63
72
1
15
5
5
43
10
80
97
41
62
44
67
11
0.016867
ZNOG
2018-05-18T00:00:00
8
49
23
39
11
99
100
94
89
89
73
73
1
12
28
24
43
29
80
100
43
61
50
69
11
-0.061611
ZNOG
2018-05-25T00:00:00
8
49
23
39
15
93
87
99
88
88
68
74
1
14
47
24
43
22
80
93
44
59
49
75
10
-0.108586
ZNOG
2018-06-01T00:00:00
7
50
24
39
13
95
51
99
88
88
69
76
1
14
75
23
43
24
79
78
42
53
47
75
12
-0.103399
ZNOG
2018-06-08T00:00:00
7
51
23
39
3
98
65
100
87
87
88
77
1
7
58
23
43
66
80
85
44
52
54
72
11
-0.083728
ZNOG
2018-06-15T00:00:00
7
50
24
39
5
95
21
80
88
88
83
77
1
9
65
23
43
48
79
60
39
44
48
79
5
0.044828
ZNOG
2018-06-22T00:00:00
8
49
23
39
10
95
21
11
95
95
74
74
1
12
48
23
43
32
80
60
49
66
38
80
4
0.273927
ZNOG
2018-06-29T00:00:00
8
48
24
39
14
93
26
5
95
95
69
73
1
14
23
24
43
23
80
62
47
65
39
81
3
0.050518
ZNOG
2018-07-06T00:00:00
8
48
24
39
26
92
32
17
94
94
58
73
1
17
22
23
43
5
80
65
49
64
35
82
3
-0.006165
ZNOG
2018-07-13T00:00:00
7
49
24
39
10
81
21
92
95
95
74
75
1
13
43
23
43
31
80
52
49
66
35
81
4
-0.173697
ZNOG
2018-07-20T00:00:00
7
49
24
39
3
58
15
86
95
95
85
75
1
7
57
23
43
60
80
33
52
66
38
81
3
-0.033033
ZNOG
2018-07-27T00:00:00
7
50
24
39
10
33
3
81
95
95
73
75
1
12
69
24
44
30
80
15
52
70
38
80
3
-0.02795
ZNOG
2018-08-03T00:00:00
7
51
24
38
26
24
2
97
95
95
69
77
1
18
77
25
43
5
80
10
53
62
37
78
4
-0.115016
ZNOG
2018-08-10T00:00:00
18
57
23
32
4
33
4
96
94
94
62
77
1
8
78
33
42
56
68
15
53
67
38
78
4
-0.046931
ZNOG
2018-08-17T00:00:00
17
62
23
32
26
84
69
100
96
96
36
81
1
18
98
33
42
4
66
81
51
55
54
80
3
-0.30303
ZNOG
2018-08-24T00:00:00
17
65
23
32
9
93
82
100
96
96
45
82
1
13
97
30
42
32
64
92
58
68
53
79
5
-0.146739
ZNOG
2018-08-31T00:00:00
17
62
23
32
12
91
83
72
96
96
43
81
1
14
96
65
42
25
66
91
57
66
55
82
5
0.178344
ZNOG
2018-09-07T00:00:00
17
65
23
32
25
46
12
99
96
96
35
82
1
19
96
64
42
4
64
25
55
65
63
80
5
-0.167568
ZNOG
2018-09-14T00:00:00
16
72
24
32
19
42
15
100
96
96
38
85
1
17
97
65
42
13
60
24
64
64
73
82
6
-0.279221
ZNOG
2018-09-21T00:00:00
16
72
24
32
4
40
15
100
96
96
52
86
1
10
98
65
42
48
59
24
65
63
69
77
6
-0.063063
ZNOG
2018-09-28T00:00:00
16
68
23
32
3
33
4
35
96
96
54
84
1
9
99
64
42
56
62
16
64
56
68
76
5
0.230769
ZNOG
2018-10-05T00:00:00
16
72
24
32
19
31
4
93
96
96
39
86
2
18
98
64
42
12
59
15
64
56
67
74
4
-0.171875
ZNOG
2018-10-12T00:00:00
16
70
24
32
17
16
1
35
96
96
55
85
2
17
97
64
42
16
60
7
65
52
65
53
3
0.037736
ZNOG
2018-10-19T00:00:00
16
69
24
32
2
13
1
64
96
96
74
85
2
8
98
64
42
65
60
6
62
50
63
61
3
0
ZNOG
2018-10-26T00:00:00
16
67
24
32
16
16
2
3
95
95
57
84
1
15
99
65
42
21
62
7
98
87
80
13
45
0.054545
ZNOG
2018-11-02T00:00:00
16
67
24
32
6
13
1
5
95
95
68
84
1
11
99
65
42
45
63
5
99
86
82
11
47
0.077586
ZNOG
2018-11-09T00:00:00
65
75
32
36
7
6
1
61
94
94
58
83
1
9
98
81
29
43
86
2
99
87
77
12
47
-0.056
ZNOG
2018-11-16T00:00:00
64
74
32
35
16
5
1
14
93
93
52
83
1
13
94
80
29
24
86
2
99
89
67
10
40
0.033898
ZNOG
2018-11-23T00:00:00
85
88
33
35
4
11
6
100
98
98
63
90
1
7
97
99
29
58
76
6
94
78
65
57
23
-0.595902
ZNOG
2018-11-30T00:00:00
87
89
33
35
12
5
2
100
97
97
55
91
1
12
98
99
29
32
76
2
90
72
62
57
17
-0.081136
ZNOG
2018-12-07T00:00:00
88
90
34
35
7
4
15
99
97
97
60
91
1
8
95
99
29
47
76
7
90
75
59
47
22
-0.092715
ZNOG
2018-12-14T00:00:00
81
86
33
35
11
4
19
15
98
98
56
89
1
10
80
99
29
35
79
9
90
93
35
18
32
0.311436
ZNOG
2018-12-21T00:00:00
85
88
33
35
15
5
67
68
97
97
54
90
1
11
77
99
29
29
77
34
90
94
34
13
27
-0.181818
ZNOG
2018-12-28T00:00:00
86
88
33
35
11
6
82
83
97
97
58
90
1
9
89
99
29
39
76
43
90
93
27
16
21
-0.038549
ZNOG
2019-01-04T00:00:00
87
90
33
35
20
7
42
99
96
96
50
91
1
12
86
99
29
23
76
22
92
94
27
13
34
-0.042453
ZNOG
2019-01-11T00:00:00
86
89
33
36
11
7
76
26
96
96
52
90
1
12
80
99
29
35
76
39
92
93
26
20
33
0.140394
ZNOG
2019-01-18T00:00:00
86
89
33
36
14
1
1
48
96
96
49
90
1
12
78
99
29
31
76
1
93
95
24
20
32
-0.006479
ZNOG
2019-01-25T00:00:00
85
89
33
36
22
1
1
17
96
96
42
90
1
14
83
99
29
18
78
1
92
95
21
18
29
0.069565
ZNOG
2019-02-01T00:00:00
86
89
33
36
23
1
1
77
93
93
42
90
1
14
78
99
29
19
77
1
92
95
22
14
34
-0.038618
ZNOG
2019-02-08T00:00:00
88
90
33
36
35
2
7
92
93
93
36
91
1
17
73
99
29
3
77
4
94
96
22
17
32
-0.069767
ZNOG
2019-02-15T00:00:00
87
88
33
35
12
2
14
30
93
93
53
90
1
11
32
99
29
37
77
7
93
96
18
20
35
0.1
ZNOG
2019-02-22T00:00:00
88
88
34
35
9
2
8
78
89
89
57
91
1
11
20
99
29
42
76
4
93
96
17
19
38
-0.024793
ZNOG
2019-03-01T00:00:00
87
88
33
35
10
1
4
11
88
88
58
90
1
12
24
99
29
43
77
2
88
91
28
23
34
0.074153
ZNOG
2019-03-08T00:00:00
1
31
29
26
10
2
19
2
90
90
89
89
20
7
10
42
39
42
84
7
92
87
17
15
30
0.193294
ZNOG
2019-03-15T00:00:00
1
30
29
26
12
2
22
2
91
91
89
87
27
9
6
32
39
37
33
9
93
85
15
18
24
0.170248
ZNOG
2019-03-22T00:00:00
1
30
29
26
36
2
57
3
90
90
80
87
27
15
3
32
39
3
34
24
93
78
15
17
28
0.028249
ZNOG
2019-03-29T00:00:00
1
30
29
26
20
2
27
5
89
89
86
87
27
12
4
33
39
23
34
11
93
79
14
17
29
0.037088
ZNOG
2019-04-05T00:00:00
1
30
30
25
32
2
8
8
88
88
84
87
28
15
4
33
39
7
34
3
93
79
14
17
27
0.042384
ZNOG
2019-04-12T00:00:00
1
30
29
25
20
2
50
5
87
87
68
86
28
11
4
33
39
23
35
21
92
79
14
19
25
0.041931
ZNOG
2019-04-19T00:00:00
1
30
30
25
31
2
20
85
90
90
58
88
28
12
6
32
39
10
33
8
92
79
15
18
25
-0.147561
ZNOG
2019-04-26T00:00:00
1
30
30
26
21
2
71
78
90
90
68
87
28
10
4
32
39
24
32
32
95
85
10
18
29
0.017167
ZNOG
2019-05-03T00:00:00
1
32
30
28
38
7
98
100
93
93
53
89
29
15
7
31
37
2
30
52
94
82
8
26
21
-0.213783
ZNOG
2019-05-10T00:00:00
1
32
28
30
4
17
99
98
93
93
80
90
31
5
7
23
35
68
29
59
94
83
5
28
18
-0.091234
ZNOG
2019-05-17T00:00:00
5
34
41
39
28
19
99
99
92
92
50
90
47
12
13
5
57
17
29
60
94
82
3
34
25
-0.120079
ZNOG
2019-05-24T00:00:00
5
37
42
39
14
23
99
100
93
93
62
92
47
8
7
5
57
38
28
62
91
79
2
42
6
-0.208054
ZNOG
2019-05-31T00:00:00
5
33
41
39
10
26
98
31
95
95
65
90
47
7
3
5
57
44
30
65
94
84
2
39
21
0.271186
ZNOG
2019-06-07T00:00:00
5
35
41
39
5
30
99
94
95
95
75
91
47
4
4
5
57
70
28
67
95
86
1
39
45
-0.131111
ZNOG
2019-06-14T00:00:00
5
38
41
39
43
14
53
83
95
95
43
91
48
15
8
5
56
3
28
30
96
87
1
44
41
-0.046036
ZNOG
2019-06-21T00:00:00
5
37
41
39
22
18
44
59
95
95
57
91
48
10
7
5
56
28
28
28
94
83
2
52
32
0.075067
ZNOG
2019-06-28T00:00:00
4
40
42
39
7
5
12
98
94
94
70
92
48
6
9
6
56
54
28
7
95
84
2
55
23
-0.164589
ZNOG
2019-07-05T00:00:00
4
39
42
39
5
4
7
94
94
94
75
92
48
4
10
6
56
69
28
4
93
80
2
59
24
-0.01194
ZNOG
2019-07-12T00:00:00
5
37
41
39
32
4
6
19
95
95
48
91
48
14
8
6
56
12
28
4
95
79
2
73
29
0.223565
ZNOG
2019-07-19T00:00:00
5
40
42
39
37
3
3
86
95
95
45
92
48
14
10
6
56
3
28
2
94
79
3
69
22
-0.160494
ZNOG
2019-07-26T00:00:00
4
40
42
39
31
7
29
84
95
95
49
92
48
13
12
6
56
10
27
17
94
73
3
71
21
-0.023529
ZNOG
2019-08-02T00:00:00
5
40
42
38
29
5
8
70
94
94
51
91
48
12
9
6
56
15
28
6
100
91
1
58
59
0.003012
ZNOG
2019-08-09T00:00:00
10
44
14
10
6
5
7
16
93
93
72
91
51
4
14
8
38
53
39
5
99
91
1
60
62
0.039039
ZNOG
2019-08-16T00:00:00
10
45
15
10
23
5
17
50
91
91
66
91
51
10
18
9
38
23
39
9
100
90
1
60
62
-0.037572
ZNOG
2019-08-23T00:00:00
9
44
15
10
8
4
3
71
91
91
72
91
51
5
21
9
38
50
39
2
100
49
2
83
42
-0.033033
ZNOG
2019-08-30T00:00:00
9
49
16
10
8
3
5
98
92
92
72
93
51
5
29
3
38
49
39
3
100
52
2
78
38
-0.192547
ZNOG
2019-09-06T00:00:00
9
48
16
10
16
6
61
80
92
92
68
92
51
8
38
3
38
32
39
30
100
51
2
75
36
0.076923
ZNOG
2019-09-13T00:00:00
9
50
16
10
35
4
8
84
90
90
63
92
51
13
57
3
38
9
39
5
100
49
3
68
22
0.007143
ZNOG
2019-09-20T00:00:00
9
48
16
10
16
4
10
20
88
88
68
92
51
8
49
3
38
32
39
6
100
51
3
62
22
0.053191
ZNOG
2019-09-27T00:00:00
9
50
16
10
5
7
18
93
87
87
74
93
51
4
54
3
38
62
39
10
100
52
4
65
23
-0.121212
ZNOG
2019-10-04T00:00:00
8
53
17
10
4
10
50
98
88
88
74
93
51
3
48
3
38
65
39
28
99
47
8
68
14
-0.153257
ZNOG
2019-10-11T00:00:00
9
53
17
10
7
11
43
75
89
89
70
93
51
6
39
3
38
48
39
24
99
44
7
75
13
0.063348
ZNOG
2019-10-18T00:00:00
9
55
17
10
18
8
28
93
88
88
59
93
51
10
32
3
38
28
39
16
99
43
10
71
30
-0.046809
ZNOG
2019-10-25T00:00:00
9
58
17
10
38
5
5
95
87
87
45
93
51
14
24
3
38
3
39
4
99
49
16
67
28
-0.0625
ZNOG
2019-11-01T00:00:00
9
54
17
10
6
6
9
55
88
88
71
93
51
4
23
3
38
54
40
5
99
40
20
67
27
0.066667
ZNOG
2019-11-08T00:00:00
8
58
20
8
10
6
7
92
85
85
72
92
21
6
28
61
40
42
50
4
99
48
18
58
26
-0.080357
ZNOG
2019-11-15T00:00:00
7
64
21
8
9
6
30
98
90
90
74
94
20
6
49
61
39
42
50
14
97
56
41
74
19
-0.242718
ZNOG
2019-11-22T00:00:00
8
59
20
8
39
5
9
30
94
94
63
92
20
14
77
67
39
3
52
5
88
53
31
67
16
0.282051
ZNOG
2019-11-29T00:00:00
8
63
20
8
34
4
3
96
93
93
64
93
20
13
81
66
39
7
51
3
86
58
32
69
12
-0.11
ZNOG
2019-12-06T00:00:00
7
65
21
8
20
6
10
95
93
93
69
94
20
9
86
66
39
25
50
6
84
60
31
64
14
-0.129213
ZNOG
2019-12-13T00:00:00
7
65
21
8
20
5
8
93
92
92
69
94
20
10
75
66
39
24
51
5
81
58
34
64
14
0
ZNOG
2019-12-20T00:00:00
7
61
21
8
4
4
5
39
92
92
79
93
20
3
75
66
39
64
49
3
83
51
34
66
17
0.096774