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
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momentum_long_term
float32
1
100
momentum_medium_term
float32
1
100
short_term_reversal
float32
1
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price_volatility
float32
1
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dividend_yield
float32
1
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earnings_consistency
float32
1
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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
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
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political_risk
float32
1
100
inflation_fluctuation
float32
1
100
inflation_persistence
float32
1
100
returns
float32
-1
1.44k
ZVOI
2022-11-04T00:00:00
12
88
35
6
10
3
2
68
80
80
70
97
99
30
86
6
39
24
75
2
100
100
11
67
81
-0.018182
ZVOI
2022-11-11T00:00:00
11
91
31
6
13
3
2
99
87
87
69
98
99
34
91
7
39
17
75
2
100
100
6
78
71
-0.425926
ZVRA
2015-04-24T00:00:00
22
98
28
1
6
33
39
66
82
82
71
76
50
18
39
29
30
89
52
32
60
61
37
36
81
-0.004505
ZVRA
2015-05-01T00:00:00
22
99
28
1
6
33
39
15
82
82
78
75
50
5
39
29
31
89
52
33
60
61
37
36
81
0.025339
ZVRA
2015-05-08T00:00:00
22
99
28
1
6
33
39
5
25
25
73
74
50
17
39
29
30
89
52
33
60
61
37
36
81
0.063548
ZVRA
2015-05-15T00:00:00
22
99
28
1
6
33
39
7
12
12
89
74
50
6
39
29
31
90
52
33
60
61
37
36
81
0.037344
ZVRA
2015-05-22T00:00:00
22
99
28
1
6
33
39
79
68
68
61
75
50
30
39
29
31
90
52
33
60
61
37
36
81
-0.064
ZVRA
2015-05-29T00:00:00
25
100
25
1
6
33
39
11
65
65
94
73
50
51
39
29
31
81
52
33
60
61
37
36
81
0.052991
ZVRA
2015-06-05T00:00:00
25
100
25
1
6
33
39
2
80
80
94
71
50
14
39
29
31
80
52
32
60
61
37
36
81
0.155844
ZVRA
2015-06-12T00:00:00
26
100
24
1
6
33
39
1
83
83
61
70
50
31
39
29
31
79
52
30
60
61
37
36
81
0.15941
ZVRA
2015-06-19T00:00:00
26
100
23
1
6
33
35
1
80
80
60
68
50
31
39
29
31
78
52
29
60
61
37
36
81
0.105391
ZVRA
2015-06-26T00:00:00
26
100
24
1
6
58
76
2
78
78
87
68
50
9
39
29
31
78
52
72
60
61
37
36
81
0.036712
ZVRA
2015-07-03T00:00:00
26
100
24
1
6
82
94
36
84
84
40
68
50
55
39
29
31
78
52
92
60
61
37
36
81
-0.059725
ZVRA
2015-07-10T00:00:00
26
100
24
1
6
84
94
32
82
82
72
68
50
22
39
29
31
78
52
93
60
61
37
36
81
0.008994
ZVRA
2015-07-17T00:00:00
26
100
24
1
6
37
29
20
81
81
83
68
50
13
39
29
31
78
52
30
60
61
37
36
81
0.032869
ZVRA
2015-07-24T00:00:00
26
100
24
1
6
77
89
52
82
82
69
68
50
26
39
29
31
78
52
86
60
61
37
36
81
-0.051241
ZVRA
2015-07-31T00:00:00
26
100
24
1
6
96
99
85
81
81
87
69
50
3
39
29
31
78
52
99
60
61
37
36
81
-0.043775
ZVRA
2015-08-07T00:00:00
26
100
24
1
6
99
100
77
78
78
61
69
50
29
39
29
31
77
52
100
60
61
37
36
81
-0.028537
ZVRA
2015-08-14T00:00:00
1
39
48
7
6
100
100
1
93
93
91
63
50
9
39
29
15
73
52
100
60
61
37
36
81
0.31273
ZVRA
2015-08-21T00:00:00
1
40
48
7
6
100
100
10
92
92
90
64
50
16
39
29
15
73
52
100
60
61
37
36
81
-0.058368
ZVRA
2015-08-28T00:00:00
1
39
48
7
6
99
98
39
91
91
90
64
50
20
39
29
15
74
52
100
60
61
37
36
81
-0.038519
ZVRA
2015-09-04T00:00:00
1
40
48
7
6
98
94
12
90
90
89
64
50
33
39
29
15
74
52
98
60
61
37
36
81
0.053038
ZVRA
2015-09-11T00:00:00
2
40
48
7
6
98
94
3
89
89
89
63
50
24
39
29
15
73
52
97
60
61
37
36
81
0.082152
ZVRA
2015-09-18T00:00:00
2
40
48
7
6
95
69
4
87
87
89
62
50
41
39
29
15
73
52
85
60
61
37
36
81
0.067781
ZVRA
2015-09-25T00:00:00
2
40
48
7
6
82
30
73
89
89
95
63
50
30
39
29
15
73
52
55
60
61
37
36
81
-0.129496
ZVRA
2015-10-02T00:00:00
2
40
48
7
6
68
39
87
88
88
100
64
50
4
39
29
15
73
52
52
60
61
37
36
81
-0.060768
ZVRA
2015-10-09T00:00:00
1
39
48
7
6
100
100
94
85
85
94
65
50
19
39
29
15
74
52
100
60
61
37
36
81
-0.025362
ZVRA
2015-10-16T00:00:00
1
38
48
7
6
100
99
98
86
86
98
67
50
10
39
29
15
74
52
100
60
61
37
36
81
-0.080722
ZVRA
2015-10-23T00:00:00
1
37
49
7
6
99
95
99
81
81
100
68
50
4
39
29
15
75
52
99
60
61
37
36
81
-0.139804
ZVRA
2015-10-30T00:00:00
1
38
49
7
6
99
98
62
84
84
80
67
50
35
39
29
15
75
52
99
60
61
37
36
81
0.098052
ZVRA
2015-11-06T00:00:00
2
38
49
7
6
100
99
71
82
82
88
67
50
32
39
29
15
75
52
100
60
61
37
36
81
0
ZVRA
2015-11-13T00:00:00
27
100
23
8
6
100
99
89
82
82
100
69
50
6
39
29
29
79
52
100
60
61
37
36
81
-0.126606
ZVRA
2015-11-20T00:00:00
28
100
23
8
6
98
58
64
82
82
97
68
50
17
39
29
29
78
52
81
60
61
37
36
81
0.058824
ZVRA
2015-11-27T00:00:00
28
100
23
8
6
83
36
13
83
83
93
67
50
29
39
29
29
78
52
60
60
61
37
36
81
0.103175
ZVRA
2015-12-04T00:00:00
28
100
23
8
6
53
18
6
81
81
100
66
50
4
39
29
29
77
52
30
60
61
37
36
81
0.016787
ZVRA
2015-12-11T00:00:00
28
100
23
8
6
26
12
26
79
79
89
66
50
40
39
29
29
77
52
16
60
61
37
36
81
-0.038325
ZVRA
2015-12-18T00:00:00
29
100
22
8
6
12
6
2
86
86
100
64
50
3
39
29
29
76
52
7
60
61
37
36
81
0.183936
ZVRA
2015-12-25T00:00:00
29
100
22
8
55
24
14
13
84
84
96
64
50
3
39
29
29
76
52
17
63
94
92
35
34
0
ZVRA
2016-01-01T00:00:00
29
100
23
8
5
22
16
3
81
81
98
64
50
2
39
29
29
76
52
16
63
94
90
35
22
0.028483
ZVRA
2016-01-08T00:00:00
28
100
22
8
5
18
10
85
86
86
84
66
50
5
39
29
29
77
52
12
54
90
91
37
17
-0.182779
ZVRA
2016-01-15T00:00:00
28
100
23
8
5
24
22
65
84
84
72
66
50
7
39
29
29
76
52
21
55
90
89
36
17
-0.032039
ZVRA
2016-01-22T00:00:00
28
100
22
8
5
37
60
69
81
81
80
66
50
5
39
29
29
76
52
47
52
89
88
36
22
0.004456
ZVRA
2016-01-29T00:00:00
28
100
23
8
5
45
79
86
79
79
81
67
50
7
39
29
29
76
52
64
54
91
89
34
20
-0.043726
ZVRA
2016-02-05T00:00:00
28
100
23
8
5
46
71
82
76
76
100
67
50
2
39
29
29
76
52
58
52
90
90
37
20
-0.049039
ZVRA
2016-02-12T00:00:00
28
100
22
8
5
96
94
74
74
74
90
66
50
6
39
29
29
76
52
97
48
85
91
32
23
-0.027178
ZVRA
2016-02-19T00:00:00
29
100
22
8
5
94
91
14
77
77
98
65
50
3
39
29
29
76
52
96
48
74
93
34
24
0.11533
ZVRA
2016-02-26T00:00:00
29
100
22
8
6
98
92
14
71
71
81
65
50
10
39
29
29
75
52
98
51
73
94
36
19
0.052023
ZVRA
2016-03-04T00:00:00
29
100
22
8
5
60
31
94
72
72
100
67
50
3
39
29
29
76
52
45
59
84
95
23
49
-0.106838
ZVRA
2016-03-11T00:00:00
28
100
23
8
5
62
39
96
70
70
100
68
50
4
39
29
29
77
52
50
65
88
96
22
53
-0.039645
ZVRA
2016-03-18T00:00:00
29
99
23
5
5
61
38
76
66
66
87
68
50
8
39
29
34
79
52
49
64
87
97
23
53
0.02847
ZVRA
2016-03-25T00:00:00
29
100
23
5
5
50
20
11
67
67
87
67
50
10
39
29
34
79
52
33
64
85
95
22
54
0.055363
ZVRA
2016-04-01T00:00:00
29
100
23
5
5
47
26
43
65
65
86
68
50
11
39
29
34
79
52
34
65
85
95
21
56
0.003934
ZVRA
2016-04-08T00:00:00
30
100
23
5
5
43
26
5
76
76
80
65
50
3
39
29
34
78
52
32
71
81
83
18
69
0.17113
ZVRA
2016-04-15T00:00:00
30
100
22
5
5
52
68
9
75
75
66
66
50
76
100
29
34
78
52
60
70
81
84
17
70
0.029559
ZVRA
2016-04-22T00:00:00
30
100
23
5
5
58
84
23
74
74
66
66
50
77
93
29
34
78
52
77
40
59
77
25
65
0.002167
ZVRA
2016-04-29T00:00:00
30
99
23
5
5
22
11
86
78
78
66
67
50
74
98
29
34
79
52
12
39
55
81
20
59
-0.104865
ZVRA
2016-05-06T00:00:00
25
97
27
5
4
19
8
100
96
96
54
77
50
76
100
29
34
86
52
9
59
58
78
37
65
-0.582729
ZVRA
2016-05-13T00:00:00
33
96
32
14
3
21
13
100
96
96
92
74
50
11
100
29
21
76
52
13
64
55
77
44
66
-0.128799
ZVRA
2016-05-20T00:00:00
33
96
32
14
3
30
62
95
96
96
92
74
50
4
100
29
21
76
52
43
69
50
75
41
66
0.001661
ZVRA
2016-05-27T00:00:00
33
96
32
14
3
28
41
92
95
95
79
75
50
7
100
29
21
76
52
30
72
47
77
42
66
0.016584
ZVRA
2016-06-03T00:00:00
33
97
31
14
3
89
89
20
96
96
44
73
50
14
100
29
21
75
52
94
76
45
69
34
70
0.146819
ZVRA
2016-06-10T00:00:00
33
96
32
14
2
93
90
70
95
95
90
74
50
5
99
29
21
76
52
96
75
48
68
35
71
-0.054054
ZVRA
2016-06-17T00:00:00
31
94
34
14
2
80
89
100
95
95
73
77
50
8
100
29
21
78
52
91
57
40
46
49
80
-0.353383
ZVRA
2016-06-24T00:00:00
31
94
34
14
2
32
33
98
95
95
78
77
50
7
100
29
21
78
52
27
55
40
51
46
80
-0.034884
ZVRA
2016-07-01T00:00:00
31
94
34
14
3
2
1
90
94
94
43
77
50
14
100
29
21
78
52
1
52
32
48
49
81
0.040964
ZVRA
2016-07-08T00:00:00
31
94
34
14
3
2
1
85
94
94
66
77
50
9
100
29
21
78
52
1
48
41
51
48
79
-0.006944
ZVRA
2016-07-15T00:00:00
31
94
34
14
3
2
1
93
93
93
77
78
50
14
100
29
21
78
52
1
50
44
54
46
79
-0.020979
ZVRA
2016-07-22T00:00:00
31
94
34
14
3
2
1
45
92
92
47
77
50
21
100
29
21
78
52
1
48
46
52
46
82
0.045238
ZVRA
2016-07-29T00:00:00
31
94
34
14
3
2
12
85
92
92
68
78
50
16
100
29
21
78
52
5
52
46
48
45
83
-0.038724
ZVRA
2016-08-05T00:00:00
31
94
34
13
3
3
11
84
92
92
41
78
50
24
91
29
20
78
52
5
53
49
49
45
83
-0.018957
ZVRA
2016-08-12T00:00:00
100
30
85
8
3
2
1
91
90
90
90
80
50
24
87
29
26
85
52
1
53
52
52
46
82
-0.031401
ZVRA
2016-08-19T00:00:00
100
33
84
8
3
2
1
2
94
94
99
78
50
15
83
29
26
85
52
1
44
30
45
57
78
0.296758
ZVRA
2016-08-26T00:00:00
100
32
84
8
2
2
1
50
92
92
100
79
50
15
85
29
26
85
52
1
49
11
46
58
83
-0.115385
ZVRA
2016-09-02T00:00:00
100
32
84
9
2
2
2
42
92
92
100
79
50
15
61
29
25
85
52
2
46
14
45
60
84
0.008696
ZVRA
2016-09-09T00:00:00
100
33
84
8
3
2
3
18
92
92
88
78
50
15
55
29
25
85
52
2
52
12
35
61
86
0.051724
ZVRA
2016-09-16T00:00:00
100
32
84
8
3
2
10
82
92
92
91
79
50
15
52
29
25
85
52
4
52
8
36
61
88
-0.096311
ZVRA
2016-09-23T00:00:00
100
32
84
8
3
2
8
52
92
92
95
79
50
15
52
29
25
85
52
4
44
3
40
71
86
0.034014
ZVRA
2016-09-30T00:00:00
100
31
84
8
2
2
8
88
91
91
100
79
50
15
56
29
25
85
52
3
44
2
40
71
88
-0.015351
ZVRA
2016-10-07T00:00:00
100
32
84
8
3
2
7
75
91
91
80
79
50
16
36
29
25
85
52
3
41
3
37
73
88
-0.022272
ZVRA
2016-10-14T00:00:00
100
31
84
8
2
2
86
93
90
90
75
79
50
15
30
29
25
85
52
42
36
3
36
78
88
-0.066059
ZVRA
2016-10-21T00:00:00
100
30
85
8
3
2
62
98
91
91
66
80
50
15
33
29
25
85
52
28
34
2
33
84
90
-0.097561
ZVRA
2016-10-28T00:00:00
100
31
85
9
2
2
56
68
85
85
98
80
50
14
29
29
26
85
52
25
35
3
32
87
92
0.027027
ZVRA
2016-11-04T00:00:00
100
31
85
8
3
3
83
63
82
82
77
79
50
15
16
29
25
84
52
40
45
2
34
86
93
-0.013158
ZVRA
2016-11-11T00:00:00
22
99
36
8
2
2
23
37
79
79
53
79
50
9
15
29
17
84
52
10
42
6
31
85
89
0.08
ZVRA
2016-11-18T00:00:00
22
99
36
8
3
2
35
41
76
76
45
80
50
11
10
29
18
84
52
15
42
6
31
85
89
0.024691
ZVRA
2016-11-25T00:00:00
22
99
36
8
3
3
21
92
76
76
48
80
50
11
10
29
18
84
52
9
46
13
31
86
89
-0.072289
ZVRA
2016-12-02T00:00:00
22
99
36
8
2
3
25
74
74
74
63
80
50
7
11
29
18
84
52
10
46
13
32
89
88
-0.012987
ZVRA
2016-12-09T00:00:00
21
98
37
8
3
3
10
86
71
71
58
81
50
9
11
29
18
84
52
5
47
17
32
89
89
0
ZVRA
2016-12-16T00:00:00
21
98
37
8
3
3
4
97
76
76
40
81
50
12
7
29
18
85
52
3
38
19
39
94
85
-0.118421
ZVRA
2016-12-23T00:00:00
21
98
37
8
2
3
14
94
75
75
64
81
50
8
7
29
18
85
52
7
38
19
38
93
85
-0.014925
ZVRA
2016-12-30T00:00:00
21
98
37
8
3
5
22
99
76
76
36
82
50
14
8
29
18
85
52
12
38
21
36
93
88
-0.106061
ZVRA
2017-01-06T00:00:00
21
98
37
8
2
6
46
30
84
84
63
81
50
7
5
29
18
85
52
23
34
17
40
93
89
0.135593
ZVRA
2017-01-13T00:00:00
21
98
36
8
3
6
53
44
83
83
23
81
50
28
4
29
18
85
52
27
38
22
36
88
93
0
ZVRA
2017-01-20T00:00:00
21
98
37
8
4
4
15
62
83
83
3
81
50
35
5
29
18
85
52
7
37
24
37
88
90
-0.029851
ZVRA
2017-01-27T00:00:00
21
98
36
8
4
5
21
10
86
86
28
81
50
27
4
29
18
85
52
11
37
29
34
88
90
0.092308
ZVRA
2017-02-03T00:00:00
21
98
36
8
4
5
15
4
85
85
31
81
50
27
3
29
18
85
52
7
39
34
35
87
91
0.070423
ZVRA
2017-02-10T00:00:00
21
98
36
8
4
4
5
16
85
85
31
81
50
27
3
29
18
84
52
3
37
35
39
93
92
0
ZVRA
2017-02-17T00:00:00
21
98
36
8
5
4
5
76
85
85
6
81
50
35
4
29
18
85
52
4
38
32
41
93
90
-0.052632
ZVRA
2017-02-24T00:00:00
21
99
36
8
6
3
3
7
85
85
27
80
50
30
3
29
18
84
52
2
71
38
48
77
48
0.097222
ZVRA
2017-03-03T00:00:00
21
98
37
8
6
4
18
37
84
84
7
81
50
38
3
29
18
85
52
8
71
37
48
77
50
-0.025316