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
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
ZVOI
2015-03-06T00:00:00
62
57
8
82
53
17
22
86
54
54
19
57
90
85
21
95
24
16
22
16
92
99
91
62
79
-0.05336
ZVOI
2015-03-13T00:00:00
25
57
12
31
41
16
18
76
52
52
15
57
93
85
47
55
24
29
30
15
92
99
90
59
79
-0.003132
ZVOI
2015-03-20T00:00:00
26
55
23
31
17
13
8
48
54
54
24
57
93
85
52
56
24
57
30
9
92
99
89
64
77
0.039791
ZVOI
2015-03-27T00:00:00
26
55
25
30
14
16
18
86
56
56
25
57
93
85
44
56
24
62
30
14
92
99
86
64
80
-0.050352
ZVOI
2015-04-03T00:00:00
27
59
5
30
61
17
36
64
53
53
9
57
93
85
40
56
24
10
30
20
92
99
86
68
82
0.015907
ZVOI
2015-04-10T00:00:00
27
59
6
30
58
15
27
72
51
51
10
57
93
61
34
56
24
13
29
16
92
99
87
67
82
0.002088
ZVOI
2015-04-17T00:00:00
27
57
21
30
21
14
21
66
48
48
29
57
93
59
45
56
24
51
29
13
92
96
73
72
73
-0.013542
ZVOI
2015-04-24T00:00:00
27
60
17
31
31
15
22
92
48
48
23
58
93
59
36
56
24
42
29
15
91
96
77
70
76
-0.030623
ZVOI
2015-05-01T00:00:00
26
63
8
32
54
13
16
89
47
47
12
58
95
61
39
56
24
18
29
11
90
97
78
67
75
-0.043573
ZVOI
2015-05-08T00:00:00
34
66
4
48
66
15
19
41
50
50
33
58
95
60
25
88
22
5
30
14
91
97
91
61
78
0.038724
ZVOI
2015-05-15T00:00:00
35
64
17
51
32
17
34
57
47
47
47
58
95
50
34
90
22
42
35
22
90
98
91
63
79
-0.002193
ZVOI
2015-05-22T00:00:00
35
66
5
51
65
14
14
46
46
46
30
58
95
61
40
90
22
7
35
12
90
97
86
64
79
0.001099
ZVOI
2015-05-29T00:00:00
35
61
14
51
42
15
20
22
45
45
42
57
95
54
39
90
22
32
35
14
90
99
88
54
88
0.020856
ZVOI
2015-06-05T00:00:00
35
60
20
51
26
13
19
9
49
49
50
57
94
48
29
90
22
48
35
12
91
99
89
63
89
0.050538
ZVOI
2015-06-12T00:00:00
35
59
10
52
49
11
20
5
51
51
38
56
94
57
24
90
22
23
36
11
90
100
88
61
88
0.047083
ZVOI
2015-06-19T00:00:00
35
62
6
52
62
10
9
43
52
52
31
57
94
60
34
90
22
10
36
7
91
99
87
58
84
-0.028348
ZVOI
2015-06-26T00:00:00
35
60
16
52
36
9
9
31
50
50
46
57
95
52
26
90
22
39
36
6
80
99
93
68
71
0.006036
ZVOI
2015-07-03T00:00:00
35
60
14
52
41
12
34
78
55
55
44
57
95
54
28
90
22
33
36
19
64
96
86
66
58
-0.061
ZVOI
2015-07-10T00:00:00
35
59
20
51
27
12
28
64
53
53
49
57
94
52
27
90
22
47
35
17
73
100
81
63
69
-0.00426
ZVOI
2015-07-17T00:00:00
36
62
5
51
67
13
33
76
51
51
31
57
94
63
27
89
22
8
35
20
66
99
63
74
43
-0.009626
ZVOI
2015-07-24T00:00:00
35
60
4
51
70
17
62
26
47
47
30
56
95
65
15
90
22
3
35
37
64
99
60
69
43
0.017279
ZVOI
2015-07-31T00:00:00
35
59
10
48
53
27
82
44
44
44
37
56
95
59
15
90
23
23
35
56
63
99
63
69
42
0
ZVOI
2015-08-07T00:00:00
34
50
22
44
24
40
91
85
54
54
48
57
96
43
15
88
20
53
53
68
69
99
47
75
37
-0.096603
ZVOI
2015-08-14T00:00:00
34
56
6
43
63
30
77
91
52
52
58
58
96
56
20
88
20
11
53
55
61
99
50
81
35
-0.043478
ZVOI
2015-08-21T00:00:00
34
53
16
43
38
32
77
66
45
45
63
57
96
48
17
83
20
37
54
56
67
99
53
79
39
-0.015971
ZVOI
2015-08-28T00:00:00
34
52
21
42
25
23
38
44
46
46
65
57
96
44
18
88
20
51
54
28
71
99
53
79
51
0.021223
ZVOI
2015-09-04T00:00:00
34
54
11
42
48
25
40
77
46
46
60
58
96
51
27
88
20
26
54
31
69
98
49
83
51
-0.051345
ZVOI
2015-09-11T00:00:00
34
55
5
42
68
24
30
36
48
48
55
57
96
58
24
88
20
6
54
25
53
98
66
89
47
0.039948
ZVOI
2015-09-18T00:00:00
34
52
25
42
17
34
56
48
47
47
68
58
96
43
26
88
20
62
54
44
56
98
67
87
52
0.002478
ZVOI
2015-09-25T00:00:00
34
52
18
42
34
33
53
59
46
46
63
57
96
48
24
88
20
40
54
41
53
97
69
87
50
-0.040791
ZVOI
2015-10-02T00:00:00
34
50
25
42
20
23
23
63
43
43
66
57
96
43
24
88
20
60
54
21
45
92
65
89
38
-0.007732
ZVOI
2015-10-09T00:00:00
34
49
18
42
31
18
17
7
59
59
16
56
96
46
12
88
20
44
54
15
32
63
35
88
40
0.146753
ZVOI
2015-10-16T00:00:00
34
51
5
42
67
22
26
20
57
57
16
56
96
56
9
88
20
9
54
21
36
63
35
87
43
-0.00906
ZVOI
2015-10-23T00:00:00
34
48
20
42
29
23
34
45
55
55
16
57
96
45
12
88
20
48
54
25
34
68
41
85
43
-0.018286
ZVOI
2015-10-30T00:00:00
34
52
24
42
20
19
21
91
60
60
17
58
96
41
19
88
20
59
53
16
28
88
39
80
43
-0.097788
ZVOI
2015-11-06T00:00:00
8
87
19
32
35
24
41
61
58
58
13
58
97
43
27
19
22
42
62
29
24
85
37
83
41
0.043871
ZVOI
2015-11-13T00:00:00
8
88
9
31
60
24
42
77
57
57
6
58
97
53
29
19
22
17
62
30
25
88
33
85
30
-0.055624
ZVOI
2015-11-20T00:00:00
8
85
21
31
29
25
36
35
56
56
14
58
97
43
30
18
22
48
62
29
23
89
54
88
26
0.044503
ZVOI
2015-11-27T00:00:00
8
86
14
31
48
27
36
88
56
56
9
59
97
49
47
18
22
29
62
29
26
94
56
86
29
-0.030075
ZVOI
2015-12-04T00:00:00
8
87
17
31
38
44
89
72
56
56
11
59
97
45
30
18
22
38
62
71
26
91
57
87
22
-0.011628
ZVOI
2015-12-11T00:00:00
8
87
6
31
67
41
84
47
52
52
5
58
97
54
27
18
22
9
63
65
34
92
60
80
22
-0.019608
ZVOI
2015-12-18T00:00:00
8
85
22
31
29
37
64
44
45
45
14
58
97
42
18
18
22
48
62
50
33
92
60
80
21
0.002667
ZVOI
2015-12-25T00:00:00
8
85
18
31
38
23
18
12
48
48
12
58
97
45
24
18
22
38
63
18
28
92
54
83
26
0.058511
ZVOI
2016-01-01T00:00:00
8
86
21
31
31
26
28
73
49
49
14
59
97
43
26
18
22
45
63
24
32
92
37
81
27
-0.04397
ZVOI
2016-01-08T00:00:00
8
86
26
31
21
26
25
78
50
50
21
59
97
25
44
18
22
59
62
23
29
85
38
84
26
-0.106439
ZVOI
2016-01-15T00:00:00
8
86
22
31
27
31
40
40
48
48
21
58
97
25
37
18
22
50
63
34
33
86
22
78
26
0.008824
ZVOI
2016-01-22T00:00:00
8
84
23
31
27
25
22
18
49
49
21
57
97
25
39
18
22
49
63
21
38
88
27
77
20
0.046647
ZVOI
2016-01-29T00:00:00
8
88
7
31
67
26
25
80
48
48
5
58
97
33
39
18
22
8
62
23
48
89
50
65
17
-0.066852
ZVOI
2016-02-05T00:00:00
8
88
16
31
44
31
45
79
46
46
13
58
97
28
44
18
22
32
62
37
45
86
52
69
16
-0.047761
ZVOI
2016-02-12T00:00:00
8
87
15
31
46
32
47
62
42
42
11
58
97
29
38
18
22
30
62
37
43
82
59
63
15
-0.004702
ZVOI
2016-02-19T00:00:00
8
87
6
31
68
37
78
69
40
40
5
58
97
35
45
34
22
8
62
58
43
79
61
65
18
0.014173
ZVOI
2016-02-26T00:00:00
9
88
18
31
37
32
38
88
38
38
15
59
97
28
41
34
22
40
61
32
44
81
59
55
22
-0.021739
ZVOI
2016-03-04T00:00:00
9
88
16
31
42
28
26
48
42
42
12
59
97
31
39
35
22
36
61
24
41
75
55
59
15
0.074603
ZVOI
2016-03-11T00:00:00
30
80
23
48
27
36
52
1
85
85
44
53
97
26
8
76
20
48
76
43
56
61
47
40
34
0.475628
ZVOI
2016-03-18T00:00:00
30
80
6
48
68
42
65
2
85
85
29
53
97
37
6
46
20
6
86
53
55
60
49
42
35
0.062062
ZVOI
2016-03-25T00:00:00
30
80
23
48
24
30
25
10
85
85
46
53
97
27
7
46
20
52
86
25
53
62
50
42
37
-0.034873
ZVOI
2016-04-01T00:00:00
30
80
15
47
41
28
24
33
84
84
39
53
96
31
6
46
20
32
85
23
55
64
52
43
33
0.011719
ZVOI
2016-04-08T00:00:00
31
80
27
47
16
32
36
83
84
84
68
54
96
28
11
46
20
65
85
32
54
68
57
44
32
-0.080116
ZVOI
2016-04-15T00:00:00
31
82
5
47
70
29
29
48
84
84
42
54
96
39
12
47
20
4
85
26
52
63
63
40
34
0.048269
ZVOI
2016-04-22T00:00:00
30
81
16
47
40
24
16
94
84
84
53
55
96
32
22
46
20
35
84
17
60
71
63
36
44
-0.041041
ZVOI
2016-04-29T00:00:00
30
83
13
51
48
24
36
76
83
83
51
54
96
35
14
46
20
27
84
23
56
66
63
37
37
-0.004175
ZVOI
2016-05-06T00:00:00
24
83
11
19
52
92
100
92
83
83
33
56
97
29
16
21
20
23
92
99
53
64
62
41
37
-0.084906
ZVOI
2016-05-13T00:00:00
24
82
26
20
19
94
100
89
82
82
49
56
96
23
22
21
20
59
93
99
51
64
60
40
39
-0.043528
ZVOI
2016-05-20T00:00:00
23
84
13
20
48
91
99
88
71
71
36
56
96
30
26
21
20
27
93
98
54
64
58
39
39
-0.014371
ZVOI
2016-05-27T00:00:00
23
86
4
20
69
91
98
97
68
68
24
58
96
36
26
21
20
3
93
97
54
71
56
37
33
-0.057108
ZVOI
2016-06-03T00:00:00
23
86
5
20
67
83
60
89
69
69
25
58
96
35
22
21
20
6
93
76
54
71
57
38
33
0.007732
ZVOI
2016-06-10T00:00:00
23
85
14
20
46
91
75
78
68
68
38
58
96
30
41
20
20
28
93
90
54
72
57
37
33
0.001279
ZVOI
2016-06-17T00:00:00
23
85
27
20
17
86
33
62
65
65
53
58
96
23
45
20
20
63
93
63
58
78
63
34
33
-0.010217
ZVOI
2016-06-24T00:00:00
23
86
25
20
20
84
34
92
64
64
51
58
96
23
52
15
19
58
93
61
55
76
49
33
27
-0.068387
ZVOI
2016-07-01T00:00:00
23
87
12
21
49
53
18
83
64
64
36
58
96
30
49
16
19
25
93
32
50
77
38
33
32
0.01385
ZVOI
2016-07-08T00:00:00
23
86
11
21
53
43
20
56
65
65
33
59
96
31
66
16
20
22
93
29
54
70
35
34
35
0.025956
ZVOI
2016-07-15T00:00:00
23
87
7
20
63
38
21
86
62
62
29
59
96
31
74
16
19
12
93
27
57
74
41
32
34
-0.018642
ZVOI
2016-07-22T00:00:00
22
87
15
20
44
23
12
88
60
60
37
59
96
26
73
16
19
31
93
14
60
73
42
30
31
-0.016282
ZVOI
2016-07-29T00:00:00
22
88
4
20
74
23
13
87
58
58
26
59
96
34
68
16
19
3
93
15
63
72
40
30
30
-0.016552
ZVOI
2016-08-05T00:00:00
50
86
17
72
43
25
19
22
62
62
60
59
95
34
65
95
19
36
94
19
62
68
38
30
29
0.063114
ZVOI
2016-08-12T00:00:00
48
86
23
71
26
25
27
38
60
60
54
59
95
37
89
96
19
53
94
23
63
69
39
31
29
-0.006596
ZVOI
2016-08-19T00:00:00
47
86
6
71
68
20
8
8
66
66
38
58
95
37
80
97
18
10
94
11
55
59
36
36
26
0.077025
ZVOI
2016-08-26T00:00:00
48
87
27
71
19
21
9
86
71
71
59
59
95
37
75
97
18
64
95
13
59
55
38
36
24
-0.08508
ZVOI
2016-09-02T00:00:00
48
88
25
71
22
23
20
86
69
69
57
60
95
38
81
97
18
59
95
19
61
51
38
36
22
-0.01752
ZVOI
2016-09-09T00:00:00
48
88
19
71
35
19
9
78
68
68
50
60
95
38
91
97
18
42
95
11
61
52
39
37
19
-0.020576
ZVOI
2016-09-16T00:00:00
48
87
21
71
29
17
9
86
66
66
52
60
95
38
93
97
18
48
95
11
63
50
39
36
19
-0.02381
ZVOI
2016-09-23T00:00:00
48
88
12
71
50
16
9
93
65
65
42
61
95
38
88
97
18
26
95
10
55
37
42
43
20
-0.021521
ZVOI
2016-09-30T00:00:00
48
87
27
71
18
22
53
77
64
64
57
61
95
38
83
97
18
65
95
34
52
32
41
44
21
0.007331
ZVOI
2016-10-07T00:00:00
48
89
10
71
55
22
48
76
63
63
60
61
95
37
79
97
18
21
94
31
46
38
34
50
23
-0.016012
ZVOI
2016-10-14T00:00:00
48
88
25
70
22
39
77
69
60
60
73
61
95
36
77
97
18
57
94
60
46
40
33
51
20
-0.016272
ZVOI
2016-10-21T00:00:00
48
88
14
71
47
19
23
32
62
62
61
60
95
36
72
97
18
31
95
17
43
42
31
55
23
0.030075
ZVOI
2016-10-28T00:00:00
48
88
24
70
23
17
16
44
53
53
72
60
95
35
70
97
18
56
94
14
45
38
31
55
22
-0.013139
ZVOI
2016-11-04T00:00:00
48
90
9
69
58
17
20
73
52
52
58
61
95
36
78
88
18
19
93
14
40
31
31
70
21
-0.060651
ZVOI
2016-11-11T00:00:00
22
87
18
23
33
16
13
1
89
89
33
58
95
25
32
46
17
42
96
11
25
11
60
91
22
0.420472
ZVOI
2016-11-18T00:00:00
22
85
26
23
18
13
8
2
88
88
41
57
95
21
24
22
17
66
96
8
21
3
76
98
29
0.086475
ZVOI
2016-11-25T00:00:00
23
84
18
23
37
14
11
1
88
88
34
56
95
26
10
22
18
41
96
10
20
2
73
97
28
0.10102
ZVOI
2016-12-02T00:00:00
23
85
19
23
32
15
17
23
88
88
36
56
95
23
11
22
17
45
96
12
20
2
74
97
28
-0.045412
ZVOI
2016-12-09T00:00:00
23
86
6
23
68
16
19
41
87
87
22
57
95
31
13
22
18
9
96
14
20
4
75
97
29
0.016505
ZVOI
2016-12-16T00:00:00
23
85
16
23
39
19
45
50
87
87
33
57
95
25
13
22
18
38
96
29
21
3
74
96
31
-0.011461
ZVOI
2016-12-23T00:00:00
23
86
12
23
49
22
47
68
86
86
29
57
95
27
8
22
18
29
96
32
23
4
75
94
30
-0.014493
ZVOI
2016-12-30T00:00:00
23
86
5
23
68
20
29
62
86
86
22
57
95
31
8
22
18
8
96
22
21
3
76
96
20
-0.006863
ZVOI
2017-01-06T00:00:00
23
85
17
23
35
84
99
53
85
85
14
57
95
30
10
22
18
42
96
93
21
3
75
95
20
0.022705
ZVOI
2017-01-13T00:00:00
22
86
8
23
60
78
99
72
84
84
8
57
95
33
7
22
18
18
96
91
24
3
76
95
19
-0.013514
ZVOI
2017-01-20T00:00:00
23
84
11
23
51
85
100
4
78
78
11
55
95
30
4
22
18
26
96
94
24
5
74
95
13
0.124266
ZVOI
2017-01-27T00:00:00
23
86
5
23
67
82
97
66
80
80
5
56
95
35
5
22
18
8
96
92
25
4
77
94
14
-0.067885