Datasets:
sovai
/
factor_signals

Dataset card Data Studio Files
xet
 Community
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
⌀
ZOLT
1998-12-11T00:00:00
48
55
29
42
3
9
19
85
82
82
29
49
53
81
48
56
36
59
50
12
38
75
55
71
35
0
ZOLT
1998-12-18T00:00:00
46
47
29
42
6
38
95
18
84
84
21
46
53
83
48
56
35
41
50
69
32
76
80
71
35
0.151368
ZOLT
1998-12-25T00:00:00
49
59
29
42
14
27
88
90
85
85
10
50
53
84
48
56
35
20
50
59
38
75
81
71
35
-0.159993
ZOLT
1999-01-01T00:00:00
41
50
30
47
2
14
47
87
73
73
34
50
53
81
38
56
30
75
50
27
37
77
79
71
35
0
ZOLT
1999-01-08T00:00:00
41
52
30
47
2
8
15
87
70
70
34
50
53
80
46
56
30
71
50
9
36
78
79
71
35
0.006748
ZOLT
1999-01-15T00:00:00
41
55
31
47
16
9
15
76
69
69
12
51
53
75
43
56
30
17
50
10
37
77
79
71
35
-0.027027
ZOLT
1999-01-22T00:00:00
41
55
31
47
13
6
7
60
66
66
16
51
53
73
48
56
30
22
50
5
34
77
79
71
35
0
ZOLT
1999-01-29T00:00:00
41
54
31
47
17
5
3
58
64
64
10
51
53
75
41
56
29
13
50
3
32
75
80
71
35
0.006889
ZOLT
1999-02-05T00:00:00
41
52
31
47
4
6
6
56
60
60
38
51
53
70
32
56
29
53
50
5
31
73
80
71
35
-0.020636
ZOLT
1999-02-12T00:00:00
40
52
31
47
7
14
52
28
57
57
28
51
53
72
29
56
30
38
50
31
29
75
80
71
35
0.014085
ZOLT
1999-02-19T00:00:00
28
40
38
33
4
7
8
54
56
56
39
50
53
78
34
56
29
56
50
6
29
75
80
71
35
-0.027778
ZOLT
1999-02-26T00:00:00
28
43
38
33
5
6
8
57
46
46
33
50
53
79
35
56
29
48
50
5
36
82
80
71
35
-0.014286
ZOLT
1999-03-05T00:00:00
28
46
38
33
4
5
7
83
44
44
36
51
53
78
27
56
29
51
50
4
34
83
80
71
35
-0.057971
ZOLT
1999-03-12T00:00:00
28
50
38
33
23
4
10
81
42
42
3
52
53
82
31
56
29
5
50
5
34
82
79
71
35
-0.030769
ZOLT
1999-03-19T00:00:00
28
46
38
33
7
5
19
56
42
42
28
51
53
79
27
56
29
41
50
9
31
79
79
71
35
0.015873
ZOLT
1999-03-26T00:00:00
28
44
37
33
7
6
25
49
40
40
27
51
53
78
33
56
29
43
50
13
32
81
79
71
35
0
ZOLT
1999-04-02T00:00:00
30
47
37
32
20
6
29
72
39
39
7
52
53
79
32
56
28
13
50
14
35
81
78
71
35
-0.039
ZOLT
1999-04-09T00:00:00
30
47
37
32
7
9
49
78
37
37
25
53
53
77
28
56
28
45
50
26
33
80
79
71
35
-0.032518
ZOLT
1999-04-16T00:00:00
31
54
37
32
10
9
39
88
35
35
25
54
53
75
32
56
28
37
50
21
25
80
76
71
35
-0.042081
ZOLT
1999-04-23T00:00:00
31
55
37
32
12
9
38
88
33
33
23
55
53
76
42
56
28
30
50
21
9
78
80
71
35
-0.017544
ZOLT
1999-04-30T00:00:00
31
58
38
32
25
7
18
84
32
32
3
56
53
77
37
56
28
3
50
10
9
75
77
71
35
-0.008857
ZOLT
1999-05-07T00:00:00
30
36
37
32
9
6
17
3
82
82
28
50
53
75
13
56
28
37
50
9
9
34
62
71
35
0.396368
ZOLT
1999-05-14T00:00:00
24
25
6
16
22
9
32
8
81
81
5
50
53
78
11
56
30
9
50
18
12
46
84
71
35
0.025805
ZOLT
1999-05-21T00:00:00
23
31
6
17
4
10
37
69
82
82
28
53
53
78
20
56
30
58
50
20
14
37
86
71
35
-0.12578
ZOLT
1999-05-28T00:00:00
23
37
6
17
24
9
23
91
82
82
2
55
53
78
19
56
30
5
50
13
15
33
82
71
35
-0.107965
ZOLT
1999-06-04T00:00:00
23
36
7
17
23
9
21
66
81
81
4
54
53
78
15
56
30
7
50
12
13
34
82
71
35
0.032258
ZOLT
1999-06-11T00:00:00
23
37
7
17
22
7
12
64
80
80
6
54
53
78
16
56
30
12
50
7
12
35
82
71
35
-0.015625
ZOLT
1999-06-18T00:00:00
23
34
7
18
5
6
10
57
79
79
26
54
53
78
21
56
30
54
50
6
10
26
81
71
35
0.008
ZOLT
1999-06-25T00:00:00
23
35
7
18
9
5
11
67
79
79
20
54
53
78
19
56
31
40
50
6
10
31
77
71
35
-0.007937
ZOLT
1999-07-02T00:00:00
23
35
7
17
7
37
93
41
77
77
23
54
53
79
17
56
31
47
50
68
35
12
89
71
35
0.047619
ZOLT
1999-07-09T00:00:00
23
37
7
18
17
42
94
78
76
76
13
55
53
79
20
56
31
25
50
71
28
18
88
71
35
-0.045455
ZOLT
1999-07-16T00:00:00
23
34
6
18
18
17
50
20
67
67
12
54
53
80
15
56
31
24
50
30
23
11
89
71
35
0.095238
ZOLT
1999-07-23T00:00:00
23
37
7
17
29
9
17
62
66
66
2
55
53
81
17
56
31
4
50
9
19
5
88
71
35
-0.057971
ZOLT
1999-07-30T00:00:00
23
32
6
17
8
13
30
19
62
62
26
54
53
81
14
56
31
48
50
18
15
7
93
71
35
0.030769
ZOLT
1999-08-06T00:00:00
23
33
7
17
6
12
31
59
58
58
28
54
53
81
18
56
31
53
50
18
18
4
87
71
35
-0.052179
ZOLT
1999-08-13T00:00:00
23
82
22
39
10
12
28
46
56
56
20
54
53
79
14
56
35
44
50
17
20
5
79
71
35
0.007811
ZOLT
1999-08-20T00:00:00
23
82
22
38
7
12
30
42
54
54
21
55
53
79
10
56
35
53
50
17
20
5
79
71
35
0.00775
ZOLT
1999-08-27T00:00:00
24
83
23
37
27
14
47
57
53
53
6
55
53
79
8
56
36
14
50
28
28
3
34
71
35
-0.015381
ZOLT
1999-09-03T00:00:00
24
84
23
37
33
10
24
71
52
52
2
56
53
80
19
56
35
5
50
14
24
8
28
71
35
-0.023684
ZOLT
1999-09-10T00:00:00
24
82
23
37
10
21
70
71
50
50
23
56
53
80
19
56
36
49
50
45
26
8
29
71
35
-0.008
ZOLT
1999-09-17T00:00:00
23
81
23
37
33
15
49
9
58
58
4
54
53
80
10
56
36
9
50
28
23
8
31
71
35
0.113684
ZOLT
1999-09-24T00:00:00
23
79
22
37
5
22
76
24
55
55
31
54
53
80
8
56
36
71
50
49
23
8
29
71
35
-0.03644
ZOLT
1999-10-01T00:00:00
24
82
22
37
19
21
57
54
52
52
14
55
53
80
9
56
36
32
50
37
24
10
31
71
35
-0.037818
ZOLT
1999-10-08T00:00:00
24
81
23
37
17
24
59
65
49
49
17
55
53
80
15
56
36
36
50
40
24
10
30
71
35
-0.007937
ZOLT
1999-10-15T00:00:00
24
81
23
37
14
25
55
49
46
46
47.5
55
53
81
16
56
36
44
50
38
26
9
29
71
35
-0.015873
ZOLT
1999-10-22T00:00:00
24
80
23
37
7
22
40
40
44
44
47.5
54
53
79
4
56
36
62
50
29
25
8
30
71
35
0.008
ZOLT
1999-10-29T00:00:00
24
82
23
37
33
21
34
40
41
41
47.5
54
53
79
5
56
36
15
50
25
25
7
29
71
35
0.024066
ZOLT
1999-11-05T00:00:00
24
77
23
37
26
21
34
12
51
51
47.5
53
53
79
7
56
36
23
50
25
25
5
32
71
35
0.125
ZOLT
1999-11-12T00:00:00
24
78
23
37
34
46
86
18
48
48
47.5
52
53
78
10
56
36
9
50
69
22
5
27
71
35
0.027778
ZOLT
1999-11-19T00:00:00
25
71
23
37
12
44
82
5
65
65
47.5
50
53
78
5
56
36
43
50
65
17
3
34
71
35
0.236541
ZOLT
1999-11-26T00:00:00
25
69
22
37
7
36
57
6
63
63
47.5
49
53
78
5
56
36
58
50
46
20
3
38
71
35
0.070991
ZOLT
1999-12-03T00:00:00
25
70
23
37
4
34
50
30
63
63
47.5
49
53
79
6
56
36
74
50
41
21
3
46
71
35
-0.05102
ZOLT
1999-12-10T00:00:00
25
75
23
38
16
37
57
85
68
68
47.5
52
53
79
9
56
36
36
50
46
17
5
43
71
35
-0.139785
ZOLT
1999-12-17T00:00:00
25
75
23
38
10
38
63
76
62
62
47.5
53
53
79
10
56
36
48
50
51
23
6
43
71
35
-0.0125
ZOLT
1999-12-24T00:00:00
25
76
23
38
18
40
58
77
61
61
47.5
53
53
79
15
56
36
33
50
49
38
7
39
71
35
-0.018937
ZOLT
1999-12-31T00:00:00
27
74
20
48
19
62
87
97
62
62
85
53
53
42
24
56
41
31
50
78
39
15
57
71
35
-0.109723
ZOLT
2000-01-07T00:00:00
27
72
20
47
16
64
85
55
61
61
85
52
53
42
18
56
41
34
50
78
67
11
55
71
35
0.086957
ZOLT
2000-01-14T00:00:00
27
71
20
48
35
78
95
45
58
58
71
52
53
41
24
56
41
11
50
89
56
54
85
71
35
0.04
ZOLT
2000-01-21T00:00:00
27
70
20
48
6
80
95
38
55
55
100
52
53
41
24
56
41
77
50
89
55
52
84
71
35
0.012821
ZOLT
2000-01-28T00:00:00
27
72
20
48
9
77
89
65
49
49
94
53
53
41
26
56
40
58
50
85
49
63
84
71
35
-0.050633
ZOLT
2000-02-04T00:00:00
27
70
20
48
44
65
46
22
50
50
60
52
53
41
25
56
40
1
50
57
53
74
86
71
35
0.099947
ZOLT
2000-02-11T00:00:00
26
68
21
48
31
65
44
21
48
48
72
51
53
41
24
92
40
19
28
55
59
75
88
71
35
0.042475
ZOLT
2000-02-18T00:00:00
26
75
41
48
43
63
39
63
46
46
50
51
53
14
41
90
62
5
15
52
54
56
92
71
35
-0.075535
ZOLT
2000-02-25T00:00:00
26
76
41
48
9
41
10
87
47
47
58
52
53
8
49
89
62
58
15
22
51
61
92
71
35
-0.075468
ZOLT
2000-03-03T00:00:00
26
73
41
48
9
57
29
38
49
49
60
51
53
8
49
89
61
58
15
41
50
62
91
71
35
0.115586
ZOLT
2000-03-10T00:00:00
26
71
41
48
14
56
46
21
46
46
58
51
53
10
41
89
61
47
15
53
50
58
92
71
35
0.073171
ZOLT
2000-03-17T00:00:00
26
75
42
48
8
55
53
81
51
51
61
53
53
9
66
88
61
56
15
56
41
23
93
71
35
-0.125
ZOLT
2000-03-24T00:00:00
26
76
42
48
26
52
41
69
49
49
52
52
53
13
67
88
61
25
14
46
49
26
92
71
35
0.006545
ZOLT
2000-03-31T00:00:00
28
79
42
47
41
64
73
70
47
47
41
53
53
18
62
87
62
5
15
72
50
21
91
71
35
-0.045211
ZOLT
2000-04-07T00:00:00
29
78
42
47
12
68
77
64
45
45
65
53
53
12
77
87
62
51
15
75
48
22
89
71
35
-0.027027
ZOLT
2000-04-14T00:00:00
29
81
42
47
8
59
52
65
46
46
67
52
53
10
87
87
62
63
15
57
32
23
90
71
35
-0.138889
ZOLT
2000-04-21T00:00:00
29
83
42
47
43
50
27
83
45
45
54
54
53
16
91
90
62
2
15
38
24
22
89
71
35
-0.032258
ZOLT
2000-04-28T00:00:00
29
79
42
47
11
60
57
54
45
45
62
53
53
9
83
90
62
54
15
61
24
24
89
71
35
0.0584
ZOLT
2000-05-05T00:00:00
29
82
43
47
20
65
67
83
44
44
59
54
53
11
80
90
62
39
15
68
22
22
87
71
35
-0.055178
ZOLT
2000-05-12T00:00:00
29
82
43
51
28
51
18
67
41
41
55
54
53
13
81
92
62
27
16
31
20
21
85
71
35
-0.025067
ZOLT
2000-05-19T00:00:00
30
83
43
27
7
53
28
78
38
38
80
54
53
6
87
94
69
76
8
37
19
22
83
71
35
-0.051149
ZOLT
2000-05-26T00:00:00
30
85
43
27
11
41
29
77
37
37
80
55
53
8
86
93
68
56
8
30
23
19
80
71
35
-0.081147
ZOLT
2000-06-02T00:00:00
30
84
43
27
16
38
30
44
45
45
64
54
53
9
84
77
69
47
8
28
20
19
77
71
35
0.107765
ZOLT
2000-06-09T00:00:00
30
86
43
27
40
31
34
82
44
44
43
55
53
15
85
78
69
12
8
28
17
25
80
71
35
-0.04418
ZOLT
2000-06-16T00:00:00
30
84
42
28
40
25
22
14
49
49
42
53
53
15
81
78
69
11
8
19
17
37
85
71
35
0.111111
ZOLT
2000-06-23T00:00:00
30
81
42
27
39
31
32
5
51
51
43
51
53
14
75
78
69
12
8
28
19
60
77
71
35
0.133333
ZOLT
2000-06-30T00:00:00
31
81
42
27
44
25
22
17
47
47
38
51
53
16
70
78
69
6
8
20
19
61
74
71
35
0
ZOLT
2000-07-07T00:00:00
31
82
42
27
45
27
27
34
46
46
38
52
53
16
77
78
69
5
8
23
20
63
77
71
35
-0.014706
ZOLT
2000-07-14T00:00:00
31
80
42
27
21
24
24
17
46
46
61
51
53
10
66
80
69
39
8
21
19
65
72
71
35
0.08203
ZOLT
2000-07-21T00:00:00
31
78
42
27
32
19
22
17
44
44
86
51
53
10
60
80
69
23
8
18
19
65
72
71
35
0.006952
ZOLT
2000-07-28T00:00:00
31
80
43
27
10
25
36
68
49
49
98
52
53
5
64
80
69
65
8
28
30
71
68
71
35
-0.123288
ZOLT
2000-08-04T00:00:00
31
80
42
28
48
20
18
34
47
47
81
51
53
13
61
80
69
8
8
15
27
74
70
71
35
0.078125
ZOLT
2000-08-11T00:00:00
31
82
43
27
25
35
69
81
48
48
92
52
53
8
63
76
69
40
15
53
26
78
74
71
35
-0.072464
ZOLT
2000-08-18T00:00:00
31
83
46
44
32
62
89
73
47
47
55
53
53
12
54
83
75
33
18
80
22
73
77
71
35
-0.00775
ZOLT
2000-08-25T00:00:00
31
84
46
44
47
61
86
74
45
45
48
53
53
14
55
96
75
15
18
77
20
74
77
71
35
0
ZOLT
2000-09-01T00:00:00
31
84
46
44
27
55
78
81
41
41
58
54
53
24
59
95
75
40
18
70
20
72
82
71
35
-0.015873
ZOLT
2000-09-08T00:00:00
31
84
46
44
37
67
86
54
40
40
51
54
53
26
51
95
75
29
18
81
18
61
61
71
35
0.012033
ZOLT
2000-09-15T00:00:00
31
83
46
43
54
68
87
35
39
39
39
53
53
31
39
95
75
7
19
82
3
73
69
71
35
0.0277
ZOLT
2000-09-22T00:00:00
31
83
46
43
27
42
47
42
36
36
58
53
53
24
44
95
75
41
19
43
3
75
75
71
35
-0.023015
ZOLT
2000-09-29T00:00:00
31
83
46
43
47
55
71
51
33
33
44
53
53
29
53
95
75
16
19
65
3
75
75
71
35
-0.007937
ZOLT
2000-10-06T00:00:00
31
81
46
43
50
40
34
15
29
29
41
51
53
30
39
95
75
12
19
35
3
79
80
71
35
0.031746
ZOLT
2000-10-13T00:00:00
31
82
46
43
40
40
32
52
28
28
48
51
53
29
46
95
75
22
19
34
3
74
80
71
35
-0.061538
ZOLT
2000-10-20T00:00:00
31
81
46
43
25
39
31
61
26
26
30
52
53
28
50
95
75
42
19
32
2
74
74
71
35
-0.024525
ZOLT
2000-10-27T00:00:00
31
82
46
43
21
34
24
66
24
24
34
52
53
27
43
95
75
47
19
26
2
79
65
71
35
-0.01694
ZOLT
2000-11-03T00:00:00
31
81
46
43
12
41
41
47
25
25
44
52
53
24
34
95
75
68
19
39
2
77
62
71
35
0.042806