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
100
political_risk
float32
1
100
inflation_fluctuation
float32
1
100
inflation_persistence
float32
1
100
returns
float32
-1
1.44k
ZVOI
2017-02-03T00:00:00
22
85
13
24
46
81
87
65
77
77
12
56
95
30
7
22
18
31
96
87
25
3
77
95
16
-0.010271
ZVOI
2017-02-10T00:00:00
22
86
20
23
31
82
84
89
77
77
18
57
95
26
20
21
18
46
96
86
26
3
76
95
16
-0.027358
ZVOI
2017-02-17T00:00:00
22
86
14
23
42
78
67
93
77
77
12
57
95
30
32
23
18
34
96
75
26
2
76
95
14
-0.036857
ZVOI
2017-02-24T00:00:00
22
88
7
23
64
78
63
94
77
77
7
58
95
37
32
20
18
13
96
74
25
2
77
97
20
-0.053374
ZVOI
2017-03-03T00:00:00
23
89
6
23
66
80
64
83
76
76
6
58
95
40
26
21
18
10
96
77
28
2
83
97
26
0
ZVOI
2017-03-10T00:00:00
19
86
5
78
70
82
43
35
75
75
4
57
95
36
11
43
16
6
94
67
33
5
99
97
16
0.026596
ZVOI
2017-03-17T00:00:00
19
86
4
77
72
95
97
13
76
76
47
56
96
39
10
43
16
3
94
98
34
5
99
96
16
0.074611
ZVOI
2017-03-24T00:00:00
20
84
11
77
52
87
63
7
76
76
55
56
96
34
13
43
16
23
95
79
32
4
99
97
34
0.017358
ZVOI
2017-03-31T00:00:00
20
83
26
76
17
85
51
19
69
69
71
56
96
26
14
44
16
66
94
72
30
4
99
97
48
0.011374
ZVOI
2017-04-07T00:00:00
20
83
13
76
42
79
32
3
71
71
61
55
96
59
10
44
16
31
94
57
22
5
99
95
62
0.083411
ZVOI
2017-04-14T00:00:00
20
84
6
76
64
63
21
31
74
74
49
55
96
64
14
44
16
9
94
41
20
5
99
95
69
-0.039792
ZVOI
2017-04-21T00:00:00
21
81
22
76
21
47
11
4
74
74
77
55
96
51
21
44
16
55
95
25
19
6
99
95
58
0.06036
ZVOI
2017-04-28T00:00:00
21
80
24
77
18
50
11
11
71
71
78
54
96
50
22
44
16
60
95
27
18
7
100
95
59
0.036534
ZVOI
2017-05-05T00:00:00
92
80
26
20
23
64
34
2
73
73
35
61
99
99
12
31
23
51
96
49
13
11
99
88
67
0.139344
ZVOI
2017-05-12T00:00:00
92
80
11
21
56
78
69
2
72
72
24
60
99
99
8
31
23
15
96
77
11
13
99
86
70
0.071942
ZVOI
2017-05-19T00:00:00
92
81
11
22
58
87
84
42
76
76
23
61
99
99
30
30
23
12
96
90
9
12
97
87
72
-0.071812
ZVOI
2017-05-26T00:00:00
92
79
29
22
17
86
84
43
75
75
43
61
99
99
36
30
23
57
96
90
13
13
97
87
71
0.007954
ZVOI
2017-06-02T00:00:00
92
81
7
22
66
96
97
50
75
75
18
61
99
99
29
31
23
1
96
98
23
12
98
90
67
0.01076
ZVOI
2017-06-09T00:00:00
93
81
15
22
47
93
92
38
74
74
27
61
99
99
25
31
23
22
96
96
23
9
97
91
66
0
ZVOI
2017-06-16T00:00:00
93
80
19
22
37
96
96
41
72
72
31
61
99
99
26
31
23
31
96
98
23
9
98
91
65
0.002129
ZVOI
2017-06-23T00:00:00
93
80
26
22
20
95
96
46
70
70
41
61
99
99
48
27
23
48
96
97
23
9
98
91
65
0.005666
ZVOI
2017-06-30T00:00:00
92
80
15
22
44
99
99
13
68
68
27
60
99
99
34
27
23
21
96
100
23
8
98
91
64
0.039437
ZVOI
2017-07-07T00:00:00
93
81
15
22
41
99
99
79
71
71
27
61
99
99
50
27
23
22
96
100
23
7
97
91
64
-0.046748
ZVOI
2017-07-14T00:00:00
93
82
8
22
59
98
93
91
66
66
20
61
99
99
63
27
23
3
96
97
26
6
98
89
61
-0.024876
ZVOI
2017-07-21T00:00:00
93
82
11
22
51
98
89
90
63
63
24
61
99
99
77
27
23
12
96
95
61
29
69
18
58
-0.015306
ZVOI
2017-07-28T00:00:00
86
87
27
35
11
97
80
100
87
87
21
65
99
99
92
32
22
57
90
91
27
59
23
4
59
-0.277572
ZVOI
2017-08-04T00:00:00
86
88
16
34
31
97
79
91
86
86
44
64
94
99
91
32
22
28
90
91
31
78
21
3
61
0
ZVOI
2017-08-11T00:00:00
86
86
25
32
12
98
76
83
85
85
63
64
94
99
91
30
22
52
90
91
42
77
17
3
61
-0.005123
ZVOI
2017-08-18T00:00:00
87
90
10
32
42
97
68
95
85
85
47
66
94
99
93
31
22
13
89
87
42
68
16
5
59
-0.098867
ZVOI
2017-08-25T00:00:00
87
90
12
32
37
98
91
85
84
84
47
66
94
99
95
30
22
17
89
97
41
70
14
4
60
0.019429
ZVOI
2017-09-01T00:00:00
88
90
12
32
35
96
42
93
83
83
48
66
94
99
96
31
22
18
89
73
37
72
11
4
62
-0.003363
ZVOI
2017-09-08T00:00:00
88
89
27
32
8
92
24
90
82
82
66
66
94
99
98
30
22
58
89
61
35
75
9
4
62
-0.038245
ZVOI
2017-09-15T00:00:00
88
90
21
32
15
87
23
59
81
81
58
66
94
99
98
31
22
41
89
56
34
74
7
5
60
0.036257
ZVOI
2017-09-22T00:00:00
88
90
9
32
40
22
3
52
80
80
43
66
94
99
99
31
22
9
89
10
32
75
7
5
61
0.012415
ZVOI
2017-09-29T00:00:00
87
89
25
33
10
23
4
13
81
81
61
66
94
99
99
31
22
49
89
11
35
78
6
2
72
0.070234
ZVOI
2017-10-06T00:00:00
86
88
22
33
14
26
7
12
73
73
34
66
94
99
99
31
22
41
89
14
33
82
3
3
66
0.0375
ZVOI
2017-10-13T00:00:00
87
90
13
33
30
14
3
58
74
74
25
66
94
99
99
31
22
18
89
7
37
84
4
3
63
-0.039157
ZVOI
2017-10-20T00:00:00
87
88
26
33
7
13
6
43
73
73
42
66
94
99
99
31
22
52
89
8
37
82
5
2
62
0.008359
ZVOI
2017-10-27T00:00:00
34
46
14
25
26
13
5
30
67
67
14
66
95
98
97
93
22
22
95
7
39
85
4
3
65
0.014508
ZVOI
2017-11-03T00:00:00
34
45
21
25
14
12
5
47
65
65
20
66
95
98
98
93
22
40
95
6
36
85
3
2
57
-0.0143
ZVOI
2017-11-10T00:00:00
34
44
28
25
6
12
11
69
63
63
24
66
95
98
93
92
22
60
94
8
34
85
3
2
59
-0.027979
ZVOI
2017-11-17T00:00:00
34
54
6
24
43
13
18
97
72
72
8
67
95
98
89
96
22
1
94
12
31
49
4
4
57
-0.121535
ZVOI
2017-11-24T00:00:00
34
53
8
24
39
15
64
72
73
73
9
67
95
98
74
96
22
4
94
37
32
43
4
4
59
0.058252
ZVOI
2017-12-01T00:00:00
34
50
13
24
25
19
72
43
73
73
12
67
95
98
73
96
22
20
94
45
32
42
4
5
41
0.036697
ZVOI
2017-12-08T00:00:00
34
49
17
24
18
18
46
34
70
70
14
66
95
98
73
96
22
28
94
29
32
44
3
5
40
-0.003319
ZVOI
2017-12-15T00:00:00
34
52
9
25
32
21
55
74
69
69
10
67
95
98
68
96
22
10
94
36
32
44
3
6
30
-0.019978
ZVOI
2017-12-22T00:00:00
34
50
26
25
7
27
64
93
67
67
21
67
95
98
73
96
22
52
94
44
30
44
3
5
28
-0.03624
ZVOI
2017-12-29T00:00:00
34
52
29
25
4
28
51
90
67
67
25
68
95
98
69
96
22
63
94
36
29
33
3
7
43
-0.024677
ZVOI
2018-01-05T00:00:00
34
58
22
25
9
25
37
100
67
67
20
69
95
83
81
96
22
42
93
27
30
38
1
3
50
-0.084337
ZVOI
2018-01-12T00:00:00
34
52
22
25
9
14
7
33
75
75
21
68
95
83
65
96
22
42
94
8
38
38
1
7
61
0.126316
ZVOI
2018-01-19T00:00:00
34
55
19
25
13
16
12
86
75
75
19
68
95
83
55
96
22
34
93
12
36
42
1
8
71
-0.046729
ZVOI
2018-01-26T00:00:00
34
54
27
25
5
20
38
62
72
72
28
68
95
83
62
96
22
54
94
25
38
44
1
7
67
-0.001225
ZVOI
2018-02-02T00:00:00
34
57
20
25
12
21
41
86
71
71
21
68
95
83
72
96
22
37
93
28
42
49
1
7
68
-0.068712
ZVOI
2018-02-09T00:00:00
35
58
14
25
20
18
27
69
68
68
15
68
95
83
72
96
22
25
93
19
66
55
1
7
71
-0.036891
ZVOI
2018-02-16T00:00:00
36
61
7
25
37
16
12
92
65
65
9
69
95
84
72
89
22
4
93
11
72
60
1
7
82
-0.035568
ZVOI
2018-02-23T00:00:00
21
77
25
76
9
14
13
98
67
67
17
70
96
97
88
96
24
43
93
10
77
57
1
5
83
-0.085106
ZVOI
2018-03-02T00:00:00
22
77
12
75
30
9
3
80
66
66
8
70
96
97
88
96
24
14
93
4
79
55
1
5
83
0.010853
ZVOI
2018-03-09T00:00:00
23
75
20
75
18
13
39
23
74
74
47
70
94
97
77
74
24
30
87
22
81
75
2
4
91
0.110429
ZVOI
2018-03-16T00:00:00
23
72
23
74
12
11
12
18
71
71
51
70
94
97
49
74
24
39
87
9
81
74
2
3
85
0.013812
ZVOI
2018-03-23T00:00:00
23
75
22
74
12
10
16
75
70
70
50
70
94
97
56
74
24
37
86
10
76
70
2
4
85
-0.088556
ZVOI
2018-03-30T00:00:00
23
77
8
73
39
11
12
73
69
69
35
70
94
95
60
74
24
2
86
9
76
71
2
4
86
0.007474
ZVOI
2018-04-06T00:00:00
23
76
18
73
21
12
17
86
69
69
46
71
94
95
55
74
24
25
86
12
74
51
12
18
92
-0.051929
ZVOI
2018-04-13T00:00:00
23
81
9
72
39
9
9
97
68
68
34
72
94
95
66
75
24
4
86
7
75
49
5
15
87
-0.068858
ZVOI
2018-04-20T00:00:00
23
79
31
72
5
7
3
83
69
69
69
72
95
95
39
75
24
62
86
4
74
47
6
17
85
0.018487
ZVOI
2018-04-27T00:00:00
23
80
30
74
6
8
7
88
68
68
66
72
95
95
39
75
24
61
86
6
70
45
9
10
86
-0.026403
ZVOI
2018-05-04T00:00:00
53
65
15
18
26
12
48
73
66
66
27
72
93
96
24
96
24
22
87
27
72
46
10
11
85
-0.001695
ZVOI
2018-05-11T00:00:00
52
67
14
19
29
14
57
90
63
63
24
73
93
96
26
97
24
20
88
32
73
51
8
12
87
-0.027165
ZVOI
2018-05-18T00:00:00
51
62
27
19
8
11
19
41
60
60
39
73
93
96
17
97
25
52
88
11
71
49
8
12
87
0.04363
ZVOI
2018-05-25T00:00:00
50
61
12
19
34
11
23
4
73
73
22
71
93
96
11
97
25
16
90
14
73
66
12
4
93
0.130435
ZVOI
2018-06-01T00:00:00
49
57
27
20
9
10
17
5
71
71
39
71
93
96
10
97
25
51
90
11
75
70
12
5
93
0.047337
ZVOI
2018-06-08T00:00:00
49
56
22
20
16
7
5
8
69
69
33
71
93
96
9
93
25
36
90
4
74
71
10
5
91
0.025424
ZVOI
2018-06-15T00:00:00
50
58
26
20
11
7
8
32
67
67
37
71
93
96
9
93
25
46
90
6
76
74
11
4
94
-0.011019
ZVOI
2018-06-22T00:00:00
50
62
8
20
43
6
8
82
69
69
16
72
93
96
9
98
25
2
90
5
72
61
16
3
95
-0.071031
ZVOI
2018-06-29T00:00:00
51
60
24
20
13
6
12
71
67
67
35
72
93
96
8
98
25
41
90
6
73
64
15
3
96
-0.02099
ZVOI
2018-07-06T00:00:00
51
60
23
20
14
6
9
85
66
66
34
72
93
97
8
98
25
39
90
5
74
65
16
3
96
0.003063
ZVOI
2018-07-13T00:00:00
51
60
24
20
12
7
28
82
65
65
34
72
93
97
10
97
25
40
90
14
74
66
16
3
96
-0.01374
ZVOI
2018-07-20T00:00:00
49
56
22
20
15
19
84
4
77
77
31
71
93
97
5
98
25
35
91
52
64
69
9
4
98
0.173375
ZVOI
2018-07-27T00:00:00
98
54
11
59
29
25
89
1
95
95
44
64
95
96
1
74
24
14
95
59
68
72
26
10
97
0.639842
ZVOI
2018-08-03T00:00:00
98
48
16
57
17
28
93
2
95
95
46
63
89
95
1
37
24
27
87
62
67
73
26
10
97
0.053902
ZVOI
2018-08-10T00:00:00
98
49
17
54
17
25
86
11
95
95
48
64
89
95
1
35
24
29
87
57
67
74
26
11
97
-0.014504
ZVOI
2018-08-17T00:00:00
98
48
17
54
14
14
34
11
95
95
48
64
89
95
1
27
24
32
87
21
67
74
26
11
97
0.019365
ZVOI
2018-08-24T00:00:00
98
51
27
53
5
14
34
68
95
95
53
64
89
95
1
26
24
55
87
20
69
74
29
10
97
-0.031155
ZVOI
2018-08-31T00:00:00
98
55
25
53
6
13
21
85
94
94
51
65
89
95
2
26
24
48
86
14
71
75
22
12
97
-0.077647
ZVOI
2018-09-07T00:00:00
98
60
15
53
17
12
16
97
95
95
46
67
89
95
2
25
24
26
86
11
70
74
28
12
97
-0.086735
ZVOI
2018-09-14T00:00:00
98
62
16
53
16
47
94
97
95
95
47
67
89
95
2
25
24
29
86
74
70
69
47
16
96
-0.053073
ZVOI
2018-09-21T00:00:00
98
62
24
53
8
96
100
92
94
94
51
68
89
95
2
25
24
45
86
99
70
69
49
17
95
-0.009833
ZVOI
2018-09-28T00:00:00
98
61
23
53
8
97
100
68
93
93
51
68
89
95
1
25
24
45
86
99
69
67
50
18
94
0.008937
ZVOI
2018-10-05T00:00:00
98
60
24
53
7
96
100
57
81
81
51
67
89
95
1
25
24
47
86
99
69
67
50
19
96
-0.016732
ZVOI
2018-10-12T00:00:00
98
62
7
53
32
96
100
67
77
77
29
68
89
96
1
25
24
7
86
99
68
66
48
17
96
-0.054054
ZVOI
2018-10-19T00:00:00
98
66
6
53
37
94
87
78
76
76
26
68
89
96
2
26
24
1
86
93
65
66
44
17
96
-0.02963
ZVOI
2018-10-26T00:00:00
98
60
30
53
4
90
56
31
74
74
55
67
89
91
17
26
24
65
87
76
57
62
43
19
91
0.018539
ZVOI
2018-11-02T00:00:00
98
61
7
51
36
85
26
40
73
73
40
67
73
91
17
28
24
5
87
57
51
62
41
23
90
0.018201
ZVOI
2018-11-09T00:00:00
63
74
22
30
10
76
19
96
81
81
41
69
74
91
21
86
23
42
84
45
59
59
23
29
90
-0.177708
ZVOI
2018-11-16T00:00:00
62
73
13
30
20
73
17
70
81
81
35
69
74
91
24
87
23
25
83
43
59
66
18
26
91
0.047315
ZVOI
2018-11-23T00:00:00
62
72
29
30
4
75
25
83
81
81
47
69
74
91
51
88
23
62
82
49
59
66
18
28
95
-0.040293
ZVOI
2018-11-30T00:00:00
62
73
15
30
19
76
36
53
80
80
36
69
74
91
50
88
23
27
83
56
63
68
18
27
95
0.017812
ZVOI
2018-12-07T00:00:00
62
73
10
30
29
69
36
55
78
78
29
68
74
91
47
88
23
14
83
52
65
68
17
25
97
-0.025
ZVOI
2018-12-14T00:00:00
61
71
6
30
40
61
34
33
77
77
25
68
74
91
45
88
23
2
83
46
66
72
16
24
97
0.007692
ZVOI
2018-12-21T00:00:00
64
73
20
30
13
73
64
69
78
78
39
68
74
91
50
88
23
37
83
70
65
70
23
32
99
-0.136132
ZVOI
2018-12-28T00:00:00
64
73
8
30
33
74
61
78
75
75
9
69
74
92
74
88
23
10
83
71
65
69
20
35
99
0.011782