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
ZVOI
2009-06-05T00:00:00
68
2
40
99
21
26
37.5
7
45
45
21
34
82
100
40
49
49
51
23
24
57
51
52
38
70
0.166534
ZVOI
2009-06-12T00:00:00
68
2
31
99
21
26
37.5
21
43
43
7
34
82
100
40
49
49
20
23
24
57
51
52
38
70
-0.004098
ZVOI
2009-06-19T00:00:00
67
1
35
99
21
46
26
2
42
42
12
32
82
100
40
49
49
31
23
30
57
51
52
38
70
0.148148
ZVOI
2009-06-26T00:00:00
67
1
35
99
21
49
44
11
40
40
12
32
82
100
40
49
49
33
23
44
57
51
52
38
70
0.006571
ZVOI
2009-07-03T00:00:00
67
1
34
99
21
21
8
53
54
54
11
33
82
100
40
49
49
31
23
9
57
51
52
38
70
-0.082493
ZVOI
2009-07-10T00:00:00
67
1
33
99
21
35
35
22
51
51
10
32
82
100
40
49
49
29
23
30
57
51
52
38
70
0.025226
ZVOI
2009-07-17T00:00:00
67
1
42
99
21
81
92
62
44
44
29
33
82
100
40
49
49
63
23
91
57
51
52
38
70
0.01388
ZVOI
2009-07-24T00:00:00
66
1
41
99
21
73
86
10
48
48
27
32
82
100
40
49
49
60
23
84
57
51
52
38
70
0.136901
ZVOI
2009-07-31T00:00:00
66
1
43
99
21
90
94
45
43
43
32
32
82
100
40
49
49
68
23
95
57
51
52
38
70
-0.006021
ZVOI
2009-08-07T00:00:00
65
1
35
99
21
83
88
29
40
40
12
31
82
100
40
49
49
39
23
90
57
51
52
38
70
0.053965
ZVOI
2009-08-14T00:00:00
45
1
37
99
21
97
99
10
35
35
21
30
82
100
40
49
45
61
23
99
57
51
52
38
70
0.075758
ZVOI
2009-08-21T00:00:00
45
1
38
99
21
95
97
14
33
33
23
30
82
100
40
49
45
66
23
98
57
51
52
38
70
0.036911
ZVOI
2009-08-28T00:00:00
45
1
22
99
21
85
79
88
53
53
2
32
82
100
40
49
46
5
23
86
57
51
52
38
70
-0.133021
ZVOI
2009-09-04T00:00:00
46
2
23
99
21
92
92
99
65
65
2
34
82
100
40
49
46
7
23
95
57
51
52
38
70
-0.158833
ZVOI
2009-09-11T00:00:00
45
2
34
99
21
80
64
89
63
63
15
34
82
100
40
49
46
48
23
75
57
51
52
38
70
0.044316
ZVOI
2009-09-18T00:00:00
45
2
33
99
21
93
92
90
61
61
13
34
82
100
40
49
46
43
23
95
57
51
52
38
70
0.003075
ZVOI
2009-09-25T00:00:00
45
2
25
99
21
85
72
79
59
59
5
35
82
100
40
49
46
18
23
82
57
51
52
38
70
-0.030656
ZVOI
2009-10-02T00:00:00
46
3
23
99
21
86
77
94
57
57
3
36
82
100
40
49
46
10
23
86
57
51
52
38
70
-0.075269
ZVOI
2009-10-09T00:00:00
46
2
35
99
21
95
92
28
66
66
24
34
82
100
40
49
45
52
23
96
57
51
52
38
70
0.141587
ZVOI
2009-10-16T00:00:00
45
2
21
99
21
95
91
21
65
65
2
34
82
100
40
49
46
4
23
96
57
51
52
38
70
0.031756
ZVOI
2009-10-23T00:00:00
45
2
26
99
21
51
36
43
63
63
9
34
82
100
40
49
46
21
23
42
57
51
52
38
70
-0.036005
ZVOI
2009-10-30T00:00:00
45
3
24
99
21
10
10
88
67
67
5
36
82
100
40
49
46
12
23
7
57
51
52
38
70
-0.145783
ZVOI
2009-11-06T00:00:00
97
2
37
98
21
12
12
28
70
70
67
35
82
100
40
49
45
65
23
9
57
51
52
38
70
0.123413
ZVOI
2009-11-13T00:00:00
97
3
29
98
21
10
9
38
64
64
50
34
82
100
40
49
46
33
23
7
57
51
52
38
70
0.00565
ZVOI
2009-11-20T00:00:00
97
2
36
98
21
9
10
19
63
63
69
34
82
100
40
49
46
59
23
7
57
51
52
38
70
0.019351
ZVOI
2009-11-27T00:00:00
97
2
34
98
21
7
5
31
62
62
67
34
82
100
40
49
46
55
23
4
57
51
52
38
70
0
ZVOI
2009-12-04T00:00:00
98
3
36
98
21
22
40
94
67
67
72
36
82
100
40
49
46
63
23
28
57
51
52
38
70
-0.112676
ZVOI
2009-12-11T00:00:00
97
2
35
98
21
32
60
16
71
71
70
35
82
100
40
49
46
58
23
45
57
51
52
38
70
0.127674
ZVOI
2009-12-18T00:00:00
98
3
27
98
21
26
47
90
71
71
44
36
82
100
40
49
46
27
23
34
57
51
52
38
70
-0.092411
ZVOI
2009-12-25T00:00:00
98
4
33
98
25
10
14
92
69
69
64
37
82
19
40
49
46
51
23
9
14
100
27
38
69
-0.031693
ZVOI
2010-01-01T00:00:00
98
3
28
98
19
32
56
58
69
69
48
37
82
20
40
49
46
31
23
43
20
100
59
56
87
0.045961
ZVOI
2010-01-08T00:00:00
98
3
31
98
14
35
56
56
63
63
51
37
82
19
40
49
46
39
23
45
20
100
59
56
89
0.026631
ZVOI
2010-01-15T00:00:00
98
4
28
98
22
44
64
78
61
61
81
37
82
18
40
49
46
28
23
54
21
99
60
62
79
-0.051881
ZVOI
2010-01-22T00:00:00
98
3
33
98
8
47
62
48
58
58
96
37
82
22
40
49
46
51
23
55
25
99
61
62
80
0.005472
ZVOI
2010-01-29T00:00:00
98
3
37
98
4
14
9
42
56
56
100
37
82
22
40
49
46
70
23
9
24
99
61
45
82
-0.008844
ZVOI
2010-02-05T00:00:00
98
3
27
98
22
42
69
44
53
53
83
37
82
22
40
49
46
31
23
56
23
99
60
45
82
-0.02059
ZVOI
2010-02-12T00:00:00
98
3
23
98
36
17
18
30
50
50
69
37
82
23
40
49
46
14
23
15
23
100
72
38
95
0.041345
ZVOI
2010-02-19T00:00:00
97
3
36
98
5
12
10
7
51
51
100
36
82
23
40
49
46
64
23
9
19
100
70
37
95
0.090848
ZVOI
2010-02-26T00:00:00
97
2
31
97
13
27
24
6
44
44
93
35
82
24
40
49
47
43
23
21
21
100
70
38
89
0.041333
ZVOI
2010-03-05T00:00:00
92
7
28
83
30
26
27
2
69
69
43
33
82
20
40
49
31
21
23
22
19
100
67
39
91
0.210308
ZVOI
2010-03-12T00:00:00
92
7
26
82
40
23
17
8
68
68
36
33
82
20
40
49
31
8
23
15
15
99
75
38
88
0.020069
ZVOI
2010-03-19T00:00:00
90
5
27
82
39
27
34
1
72
72
36
31
82
21
40
49
31
9
23
25
20
98
72
37
87
0.149712
ZVOI
2010-03-26T00:00:00
89
5
27
82
32
26
47
5
69
69
40
31
82
21
40
49
31
17
23
32
26
98
72
49
86
0.035058
ZVOI
2010-04-02T00:00:00
89
5
26
82
41
25
48
13
69
69
32
31
82
22
40
49
32
2
23
33
27
99
73
48
86
0.002823
ZVOI
2010-04-09T00:00:00
90
6
34
81
7
29
64
79
71
71
29
32
82
21
40
49
32
55
23
45
28
99
70
43
88
-0.051066
ZVOI
2010-04-16T00:00:00
89
5
31
81
15
51
85
21
70
70
20
31
82
91
14
49
32
35
23
70
32
99
68
39
89
0.077542
ZVOI
2010-04-23T00:00:00
89
5
31
81
16
61
91
65
69
69
19
32
82
91
28
49
32
35
23
80
27
99
73
60
85
-0.016516
ZVOI
2010-04-30T00:00:00
89
5
31
82
18
87
97
20
66
66
16
31
82
91
17
49
32
31
23
95
38
99
72
61
89
0.027989
ZVOI
2010-05-07T00:00:00
96
10
28
98
7
89
96
70
69
69
71
31
82
26
29
49
30
52
23
95
37
97
73
40
95
-0.11163
ZVOI
2010-05-14T00:00:00
96
10
34
98
4
96
99
54
59
59
87
31
82
28
29
49
30
70
23
99
35
91
65
48
93
0.047285
ZVOI
2010-05-21T00:00:00
96
10
16
98
25
97
99
32
56
56
50
31
82
29
15
49
30
25
23
99
40
92
55
41
96
-0.029682
ZVOI
2010-05-28T00:00:00
97
12
10
98
36
94
97
91
52
52
35
32
82
29
21
49
30
9
23
97
35
78
53
35
94
-0.070659
ZVOI
2010-06-04T00:00:00
97
11
29
98
6
89
69
77
49
49
82
32
82
29
19
49
30
57
23
82
34
77
54
34
95
-0.037089
ZVOI
2010-06-11T00:00:00
98
14
15
98
26
92
89
94
47
47
46
33
82
29
27
49
29
21
23
93
27
68
53
32
94
-0.051517
ZVOI
2010-06-18T00:00:00
98
12
22
98
14
84
66
55
55
55
64
33
82
29
21
49
29
38
23
78
29
65
60
25
96
0.060914
ZVOI
2010-06-25T00:00:00
98
18
21
98
13
87
82
97
63
63
64
34
82
29
31
49
29
37
23
88
31
60
62
28
94
-0.148804
ZVOI
2010-07-02T00:00:00
98
22
21
98
13
89
53
98
69
69
64
36
82
29
49
49
29
37
23
76
26
48
56
37
96
-0.155705
ZVOI
2010-07-09T00:00:00
98
22
16
98
20
91
55
84
70
70
52
35
82
43
43
49
30
27
23
76
30
50
56
39
94
0.063915
ZVOI
2010-07-16T00:00:00
98
22
17
98
20
94
76
76
68
68
55
35
82
40
50
49
30
27
23
89
30
33
48
31
92
-0.017522
ZVOI
2010-07-23T00:00:00
98
16
25
98
8
76
27
12
77
77
70
34
82
40
43
49
29
46
23
51
29
40
44
35
95
0.166879
ZVOI
2010-07-30T00:00:00
98
17
14
98
24
74
33
25
76
76
48
34
82
41
47
49
30
20
23
54
30
38
45
35
95
0.012555
ZVOI
2010-08-06T00:00:00
99
33
12
22
20
57
20
98
82
82
94
37
82
40
68
49
25
23
23
36
37
57
50
30
96
-0.192453
ZVOI
2010-08-13T00:00:00
99
35
26
22
5
66
29
97
81
81
99
38
82
43
66
49
25
53
23
46
43
52
60
38
96
-0.098131
ZVOI
2010-08-20T00:00:00
99
37
24
22
5
29
8
96
80
80
99
38
82
43
77
49
25
52
23
15
47
51
53
40
95
-0.032568
ZVOI
2010-08-27T00:00:00
99
37
10
22
24
16
4
64
80
80
91
38
82
43
86
49
25
17
23
8
42
38
44
47
92
0.026014
ZVOI
2010-09-03T00:00:00
99
33
13
22
17
21
6
19
81
81
92
37
82
43
94
49
25
25
23
11
42
26
41
51
91
0.105145
ZVOI
2010-09-10T00:00:00
99
35
12
22
19
19
7
45
80
80
91
37
82
43
92
49
25
24
23
10
44
35
33
47
92
-0.019568
ZVOI
2010-09-17T00:00:00
99
29
29
22
3
42
58
3
82
82
100
36
82
44
95
49
25
66
23
50
43
32
32
43
96
0.151411
ZVOI
2010-09-24T00:00:00
99
33
28
22
3
43
57
79
83
83
100
38
82
43
94
49
25
62
23
50
45
39
35
36
97
-0.098027
ZVOI
2010-10-01T00:00:00
99
34
28
22
3
11
4
48
82
82
100
37
82
43
91
49
25
64
23
5
43
35
35
36
97
0.023857
ZVOI
2010-10-08T00:00:00
99
35
15
22
13
10
4
71
81
81
87
38
82
43
89
49
25
29
23
5
44
36
29
35
97
0.001942
ZVOI
2010-10-15T00:00:00
99
39
10
22
20
8
4
98
80
80
70
39
82
42
92
49
25
15
23
4
45
30
21
27
97
-0.094315
ZVOI
2010-10-22T00:00:00
99
38
8
22
23
11
9
77
78
78
63
39
82
42
94
49
25
11
23
8
44
29
21
27
99
0.022825
ZVOI
2010-10-29T00:00:00
99
38
19
22
7
19
43
82
76
76
91
39
82
41
91
49
25
39
23
29
46
28
22
27
96
-0.009066
ZVOI
2010-11-05T00:00:00
99
42
6
99
28
16
34
37
76
76
67
40
82
50
80
49
28
2
23
22
46
27
23
29
92
0.061928
ZVOI
2010-11-12T00:00:00
99
41
25
99
4
40
85
42
72
72
98
40
82
50
75
49
27
51
23
64
49
26
24
26
93
-0.011266
ZVOI
2010-11-19T00:00:00
99
41
10
99
21
19
27
26
71
71
84
39
82
50
77
49
27
14
23
20
51
28
25
27
93
0.026139
ZVOI
2010-11-26T00:00:00
99
39
13
99
14
25
39
13
66
66
89
39
82
50
75
49
27
24
23
29
51
30
31
31
92
0.027433
ZVOI
2010-12-03T00:00:00
99
42
9
99
21
23
37
53
59
59
86
40
82
51
70
49
27
13
23
27
53
30
29
31
91
-0.008264
ZVOI
2010-12-10T00:00:00
99
37
29
99
2
16
6
6
67
67
100
39
82
51
48
49
27
63
23
8
51
24
23
29
87
0.110256
ZVOI
2010-12-17T00:00:00
99
38
10
99
20
17
11
10
66
66
85
38
82
51
65
49
27
15
23
11
49
22
25
33
83
0.024827
ZVOI
2010-12-24T00:00:00
99
35
22
99
5
14
11
8
58
58
98
38
82
51
60
49
27
48
23
10
48
22
26
34
76
0.041127
ZVOI
2010-12-31T00:00:00
99
36
9
99
22
16
32
10
57
57
83
38
82
51
49
49
27
12
23
21
47
19
28
34
70
0.028139
ZVOI
2011-01-07T00:00:00
99
39
9
99
21
14
39
82
65
65
77
39
82
98
49
49
27
12
23
23
43
22
25
31
74
-0.072632
ZVOI
2011-01-14T00:00:00
99
42
8
99
23
18
59
92
66
66
70
40
82
98
61
49
27
8
23
36
36
19
34
30
75
-0.04597
ZVOI
2011-01-21T00:00:00
99
38
19
99
7
21
80
53
64
64
90
39
82
98
46
49
27
40
23
51
40
21
26
28
64
0.024985
ZVOI
2011-01-28T00:00:00
99
36
9
99
21
19
58
12
65
65
71
38
82
98
40
49
27
12
23
37
30
22
62
35
72
0.070807
ZVOI
2011-02-04T00:00:00
99
37
19
99
7
38
91
44
63
63
91
38
82
98
33
49
27
39
23
66
26
36
66
40
74
-0.00813
ZVOI
2011-02-11T00:00:00
99
36
15
99
12
43
90
23
62
62
84
38
82
98
18
49
27
28
23
69
29
33
65
38
76
0.04918
ZVOI
2011-02-18T00:00:00
99
37
7
99
26
50
92
36
57
57
68
38
82
98
22
49
27
6
23
75
25
38
69
38
77
0.011458
ZVOI
2011-02-25T00:00:00
99
37
29
99
2
54
89
69
61
61
100
39
82
98
16
49
27
65
23
76
25
34
68
37
79
-0.052523
ZVOI
2011-03-04T00:00:00
96
42
22
99
28
32
43
73
59
59
39
38
82
98
14
49
29
3
23
34
25
39
63
30
81
-0.01087
ZVOI
2011-03-11T00:00:00
96
41
27
99
11
17
18
43
55
55
54
38
82
98
12
49
29
30
23
13
29
62
73
15
82
0.006593
ZVOI
2011-03-18T00:00:00
96
42
25
99
19
27
39
48
51
51
42
38
82
98
11
49
28
16
23
29
33
61
73
13
83
-0.016376
ZVOI
2011-03-25T00:00:00
96
43
25
99
17
46
84
85
48
48
45
39
82
98
10
49
29
20
23
68
46
60
67
13
82
-0.017758
ZVOI
2011-04-01T00:00:00
96
45
24
98
18
41
63
93
48
48
44
40
82
99
14
49
28
18
23
52
56
47
71
7
75
-0.037853
ZVOI
2011-04-08T00:00:00
96
44
26
98
14
52
77
84
42
42
10
40
82
99
14
49
28
26
23
66
56
48
69
7
75
-0.00411
ZVOI
2011-04-15T00:00:00
96
44
26
98
17
51
75
71
41
41
10
40
82
99
11
49
29
23
23
65
45
22
66
6
72
-0.008255
ZVOI
2011-04-22T00:00:00
96
47
22
98
31
40
47
72
37
37
1
40
82
99
13
28
29
3
8
42
59
18
62
2
75
-0.002378
ZVOI
2011-04-29T00:00:00
96
45
25
98
22
39
40
35
42
42
8
40
82
99
15
27
29
19
8
38
50
19
56
1
68
0.045888