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
⌀
ZIVO
2007-04-13T00:00:00
24
73
26
1
12
5
3
96
89
89
75
93
73
30
88
27
92
74
51
3
71
58
79
19
85
-0.028571
ZIVO
2007-04-20T00:00:00
24
72
26
1
12
4
25
100
95
95
87
94
73
6
98
27
98
74
51
11
79
70
66
21
82
-0.235294
ZIVO
2007-04-27T00:00:00
23
72
27
1
11
3
6
100
95
95
52
95
73
3
98
27
98
75
51
3
80
74
65
17
83
-0.134615
ZIVO
2007-05-04T00:00:00
23
72
26
1
12
3
4
65
97
97
52
94
73
4
92
27
98
74
51
3
77
76
73
14
82
0.155556
ZIVO
2007-05-11T00:00:00
23
72
26
2
11
3
4
48
97
97
52
94
73
7
88
27
98
75
51
3
77
74
76
15
79
0
ZIVO
2007-05-18T00:00:00
25
73
26
2
12
3
3
39
97
97
52
94
73
6
92
27
90
74
51
2
75
74
76
14
78
0
ZIVO
2007-05-25T00:00:00
25
72
26
2
12
4
7
90
96
96
52
94
73
4
90
27
90
74
51
4
76
73
77
14
77
-0.038462
ZIVO
2007-06-01T00:00:00
24
72
26
2
12
3
4
97
96
96
52
94
73
5
72
27
90
74
51
3
84
78
90
41
54
-0.06
ZIVO
2007-06-08T00:00:00
24
72
26
2
13
4
3
99
96
96
52
95
73
5
81
27
90
75
51
3
83
76
93
32
57
-0.148936
ZIVO
2007-06-15T00:00:00
25
72
26
2
13
3
1
34
97
97
52
94
73
5
61
27
90
74
51
1
79
77
93
9
83
0.175
ZIVO
2007-06-22T00:00:00
26
74
25
2
13
1
1
1
99
99
52
92
73
5
26
27
90
73
51
1
77
58
90
14
96
0.446809
ZIVO
2007-06-29T00:00:00
25
73
26
2
13
1
2
30
99
99
52
93
73
8
19
27
90
74
51
1
77
46
90
18
96
-0.132353
ZIVO
2007-07-06T00:00:00
25
73
26
2
14
2
6
74
99
99
52
94
73
5
15
27
90
74
51
3
76
40
88
17
97
-0.084746
ZIVO
2007-07-13T00:00:00
25
72
26
2
13
2
20
89
99
99
52
94
73
9
14
27
90
74
51
8
72
35
86
18
96
-0.055556
ZIVO
2007-07-20T00:00:00
25
72
26
2
12
2
10
84
99
99
52
94
73
2
15
27
90
74
51
4
72
36
87
20
96
-0.058824
ZIVO
2007-07-27T00:00:00
25
72
26
2
13
2
4
74
99
99
52
95
73
8
22
27
90
74
51
2
78
57
70
48
92
-0.0625
ZIVO
2007-08-03T00:00:00
25
72
26
2
13
1
2
23
99
99
52
94
73
8
9
27
90
74
51
1
83
53
79
36
85
0.088889
ZIVO
2007-08-10T00:00:00
25
72
26
2
13
2
27
48
98
98
52
94
73
10
6
27
90
73
51
11
85
58
80
51
74
-0.020408
ZIVO
2007-08-17T00:00:00
26
73
26
2
13
16
89
32
97
97
89
94
73
10
4
24
97
75
2
54
87
62
80
51
75
0
ZIVO
2007-08-24T00:00:00
26
74
25
1
13
7
83
2
97
97
100
93
73
4
3
25
97
75
2
44
86
61
87
47
73
0.145833
ZIVO
2007-08-31T00:00:00
26
73
25
1
13
3
37
27
93
93
87
93
73
10
3
25
97
75
2
17
86
60
86
48
72
-0.036364
ZIVO
2007-09-07T00:00:00
23
69
27
1
12
3
18
100
99
99
88
98
73
10
19
25
97
81
2
8
93
81
19
48
78
-0.622642
ZIVO
2007-09-14T00:00:00
23
69
28
1
12
3
18
100
99
99
91
98
73
9
21
24
97
82
2
8
95
90
12
40
85
-0.15
ZIVO
2007-09-21T00:00:00
23
69
27
1
11
3
17
89
99
99
100
98
73
4
11
24
97
81
1
8
93
89
13
44
84
0.117647
ZIVO
2007-09-28T00:00:00
23
69
27
2
12
8
62
96
99
99
99
98
73
4
12
24
97
82
1
33
93
93
15
42
83
-0.052632
ZIVO
2007-10-05T00:00:00
22
68
28
2
12
8
54
100
99
99
84
99
73
9
46
24
97
84
2
28
93
95
15
26
93
-0.277778
ZIVO
2007-10-12T00:00:00
22
68
28
2
12
10
59
88
99
99
100
98
73
4
49
24
97
84
2
31
93
88
13
33
84
0.076923
ZIVO
2007-10-19T00:00:00
23
70
28
1
11
23
96
8
99
99
89
98
73
6
33
24
97
81
2
60
94
90
13
22
79
0.428571
ZIVO
2007-10-26T00:00:00
23
69
27
2
12
19
89
11
99
99
89
98
73
6
33
25
97
81
2
54
94
89
14
21
79
0
ZIVO
2007-11-02T00:00:00
23
69
27
2
11
1
1
35
99
99
98
98
73
4
51
25
97
81
2
1
94
90
16
19
80
-0.05
ZIVO
2007-11-09T00:00:00
23
69
27
1
11
1
1
64
99
99
95
98
73
6
42
22
97
81
2
1
95
91
18
21
76
-0.052632
ZIVO
2007-11-16T00:00:00
22
70
28
1
11
1
1
1
99
99
71
97
73
5
14
2
79
76
1
1
96
96
11
10
74
0.277778
ZIVO
2007-11-23T00:00:00
23
70
28
1
10
1
1
1
99
99
55
96
73
7
30
2
79
75
2
1
98
98
7
14
84
0.130435
ZIVO
2007-11-30T00:00:00
23
70
29
1
10
1
1
17
98
98
35
96
73
9
44
6
79
75
2
1
97
98
7
19
84
-0.038462
ZIVO
2007-12-07T00:00:00
22
70
28
1
10
1
1
58
98
98
40
96
73
8
21
6
79
76
2
1
97
98
6
24
83
-0.04
ZIVO
2007-12-14T00:00:00
22
69
29
1
10
2
57
88
98
98
37
97
73
8
33
6
79
77
2
27
97
98
6
26
84
-0.166667
ZIVO
2007-12-21T00:00:00
22
69
29
1
10
2
62
85
98
98
34
97
73
12
53
6
79
77
2
30
98
97
5
24
86
-0.05
ZIVO
2007-12-28T00:00:00
22
69
29
1
9
2
47
22
96
96
60
97
73
8
38
6
79
76
2
22
94
92
3
16
83
0.157895
ZIVO
2008-01-04T00:00:00
22
69
29
1
9
2
48
37
96
96
43
97
73
11
15
6
79
76
2
22
93
90
5
19
86
-0.045455
ZIVO
2008-01-11T00:00:00
22
69
29
1
10
6
88
75
96
96
58
97
73
8
15
6
79
77
2
46
94
87
4
26
84
-0.095238
ZIVO
2008-01-18T00:00:00
21
68
29
1
10
14
89
100
97
97
20
98
73
9
20
6
79
79
2
51
90
87
6
29
69
-0.263158
ZIVO
2008-01-25T00:00:00
21
68
30
1
10
11
87
99
95
95
37
98
73
7
22
6
79
79
2
48
83
89
5
26
69
-0.071429
ZIVO
2008-02-01T00:00:00
23
70
28
1
8
8
71
1
100
100
19
96
73
9
19
6
79
75
2
38
54
85
14
51
66
0.923077
ZIVO
2008-02-08T00:00:00
23
70
28
1
9
5
24
18
100
100
2
97
73
12
7
6
79
76
2
12
53
84
15
52
68
-0.12
ZIVO
2008-02-15T00:00:00
23
71
28
1
8
4
25
6
99
99
34
96
73
7
8
6
79
76
2
12
53
85
14
57
67
0.045455
ZIVO
2008-02-22T00:00:00
22
70
29
1
8
10
78
89
99
99
8
97
73
11
14
6
79
76
2
43
56
84
16
49
73
-0.130435
ZIVO
2008-02-29T00:00:00
25
72
27
1
8
10
63
1
100
100
32
93
73
8
2
6
79
73
2
35
58
95
17
88
31
1.2
ZIVO
2008-03-07T00:00:00
25
72
27
1
8
7
33
14
100
100
32
94
73
8
1
7
79
73
2
17
57
96
16
82
31
-0.159091
ZIVO
2008-03-14T00:00:00
25
72
28
1
8
3
14
19
100
100
13
94
73
11
1
7
79
73
2
6
56
97
17
83
26
-0.027027
ZIVO
2008-03-21T00:00:00
25
72
28
1
8
2
10
71
100
100
7
94
73
13
1
7
79
73
1
4
55
97
17
83
27
-0.055556
ZIVO
2008-03-28T00:00:00
25
71
27
1
8
28
100
86
100
100
28
95
73
9
1
7
79
74
2
67
59
98
22
82
34
-0.117647
ZIVO
2008-04-04T00:00:00
27
72
27
1
8
22
96
46
100
100
46
94
73
12
1
7
93
72
1
61
55
98
24
84
24
0.1
ZIVO
2008-04-11T00:00:00
27
73
26
1
7
28
98
6
100
100
66
92
73
8
1
7
93
72
1
65
46
97
16
84
24
0.30303
ZIVO
2008-04-18T00:00:00
28
73
27
1
7
13
49
3
100
100
74
92
73
13
1
63
93
71
2
27
48
97
16
83
27
0.093023
ZIVO
2008-04-25T00:00:00
28
73
27
1
7
69
100
50
100
100
91
92
73
9
1
63
93
72
2
88
47
98
16
84
34
-0.106383
ZIVO
2008-05-02T00:00:00
28
73
27
1
7
65
100
14
100
100
81
92
73
12
1
62
93
72
2
86
47
98
17
84
34
0.095238
ZIVO
2008-05-09T00:00:00
28
73
26
1
8
67
100
9
98
98
97
91
73
9
1
62
93
72
2
87
45
99
13
83
36
0.065217
ZIVO
2008-05-16T00:00:00
28
74
26
1
8
65
88
2
97
97
99
90
73
6
1
32
78
69
2
80
37
94
36
82
35
0.183673
ZIVO
2008-05-23T00:00:00
28
73
26
1
8
54
50
14
97
97
99
90
73
6
1
32
78
69
2
51
32
94
38
87
30
-0.034483
ZIVO
2008-05-30T00:00:00
28
73
26
1
7
61
69
57
97
97
100
90
73
4
7
32
78
69
2
67
32
93
42
88
28
-0.035714
ZIVO
2008-06-06T00:00:00
28
73
26
1
8
80
96
21
96
96
94
90
73
11
3
32
78
69
2
91
28
91
39
88
29
0.037037
ZIVO
2008-06-13T00:00:00
28
73
26
1
8
84
100
81
97
97
100
91
73
5
3
32
78
69
2
95
20
78
39
86
25
-0.107143
ZIVO
2008-06-20T00:00:00
28
72
26
1
8
77
88
89
95
95
94
91
73
11
2
32
78
69
2
86
20
79
37
87
25
-0.08
ZIVO
2008-06-27T00:00:00
27
72
25
1
8
80
97
99
96
96
97
93
73
9
14
31
78
69
2
93
16
73
40
87
26
-0.217391
ZIVO
2008-07-04T00:00:00
27
72
26
1
8
84
98
53
97
97
99
92
73
6
6
30
78
69
2
93
17
78
35
90
24
0.111111
ZIVO
2008-07-11T00:00:00
27
72
26
1
7
92
100
93
96
96
99
93
73
5
23
30
78
69
2
98
17
77
35
92
20
-0.125
ZIVO
2008-07-18T00:00:00
26
71
26
1
7
92
98
98
95
95
98
94
73
5
32
15
78
69
2
97
17
81
29
93
14
-0.142857
ZIVO
2008-07-25T00:00:00
25
70
26
1
7
91
84
100
97
97
93
96
73
8
38
15
78
70
2
91
19
83
49
98
6
-0.366667
ZIVO
2008-08-01T00:00:00
24
69
26
1
8
91
93
99
96
96
98
96
73
4
78
15
78
70
2
95
14
80
56
98
5
-0.052632
ZIVO
2008-08-08T00:00:00
25
70
26
1
8
88
44
76
97
97
91
96
73
10
78
24
78
69
3
68
13
79
59
95
5
0.111111
ZIVO
2008-08-15T00:00:00
26
70
25
2
8
82
27
93
96
96
73
96
31
2
81
91
76
72
3
55
12
80
60
95
5
-0.1
ZIVO
2008-08-22T00:00:00
26
70
25
2
7
55
10
94
96
96
64
96
32
7
76
92
76
72
3
30
11
80
59
96
4
-0.055556
ZIVO
2008-08-29T00:00:00
25
69
26
2
8
72
30
100
96
96
61
97
32
8
96
72
76
73
3
50
12
86
54
97
4
-0.235294
ZIVO
2008-09-05T00:00:00
24
68
26
2
8
56
19
100
96
96
32
98
32
2
100
72
76
74
3
36
13
87
67
95
5
-0.230769
ZIVO
2008-09-12T00:00:00
23
67
26
2
7
36
8
100
97
97
31
99
32
3
100
73
76
76
3
19
11
83
66
94
3
-0.4
ZIVO
2008-09-19T00:00:00
26
69
26
2
8
12
1
16
100
100
31
97
32
7
100
72
76
72
3
4
90
98
95
89
39
1.333333
ZIVO
2008-09-26T00:00:00
26
70
25
2
7
8
1
6
100
100
31
96
31
4
100
72
76
72
3
3
90
99
99
79
50
0.142857
ZIVO
2008-10-03T00:00:00
25
68
26
2
7
12
2
66
100
100
31
97
31
2
100
72
76
73
3
5
95
97
100
67
49
-0.3125
ZIVO
2008-10-10T00:00:00
26
69
25
2
8
9
2
20
100
100
30
97
32
5
100
72
76
72
3
4
100
99
100
18
92
0
ZIVO
2008-10-17T00:00:00
26
68
25
2
8
11
3
67
100
100
29
97
32
4
100
73
76
73
3
5
100
99
100
18
53
-0.090909
ZIVO
2008-10-24T00:00:00
26
68
25
2
7
6
1
19
100
100
29
97
32
6
97
72
76
72
3
3
100
99
100
14
44
0
ZIVO
2008-10-31T00:00:00
24
65
26
2
8
3
1
100
99
99
30
99
32
4
99
73
76
75
3
1
100
96
100
8
49
-0.5
ZIVO
2008-11-07T00:00:00
26
67
25
2
8
2
1
24
100
100
32
97
31
6
99
73
76
72
3
1
99
97
100
11
60
0.8
ZIVO
2008-11-14T00:00:00
28
67
26
5
8
9
52
46
100
100
68
97
1
2
92
26
86
74
3
28
99
97
100
11
54
-0.111111
ZIVO
2008-11-21T00:00:00
25
64
27
5
8
21
75
97
100
100
58
99
1
5
91
13
86
78
4
47
99
93
100
33
73
-0.625
ZIVO
2008-11-28T00:00:00
28
67
26
5
8
14
28
27
100
100
60
98
1
4
75
13
86
74
4
18
97
88
100
88
69
1.333333
ZIVO
2008-12-05T00:00:00
28
67
26
5
8
16
69
16
100
100
70
97
1
2
75
13
86
74
4
42
97
86
100
89
71
0.142857
ZIVO
2008-12-12T00:00:00
28
66
26
5
9
13
45
39
100
100
71
97
1
2
74
13
86
74
4
27
97
88
100
90
71
-0.125
ZIVO
2008-12-19T00:00:00
27
66
26
5
9
19
64
91
100
100
69
98
1
3
87
13
86
75
4
41
98
89
100
92
71
-0.142857
ZIVO
2008-12-26T00:00:00
28
66
26
5
9
4
2
82
99
99
61
98
1
5
76
13
86
75
4
2
98
89
100
92
71
0
ZIVO
2009-01-02T00:00:00
29
68
26
5
9
11
55
1
99
99
70
96
1
2
39
13
86
73
4
32
97
85
100
90
70
0.833333
ZIVO
2009-01-09T00:00:00
29
68
26
5
9
15
52
21
99
99
53
97
1
6
58
13
86
73
4
32
97
86
100
88
71
-0.090909
ZIVO
2009-01-16T00:00:00
28
67
26
5
9
4
3
76
99
99
69
97
1
2
86
13
86
74
4
3
97
86
100
88
70
-0.2
ZIVO
2009-01-23T00:00:00
29
67
26
5
10
12
54
24
99
99
61
97
1
3
78
13
86
73
4
31
97
86
100
89
71
0.125
ZIVO
2009-01-30T00:00:00
29
67
26
5
10
20
74
73
99
99
70
97
1
2
14
13
86
74
4
46
97
86
100
88
71
-0.111111
ZIVO
2009-02-06T00:00:00
29
67
26
5
10
14
56
17
98
98
49
97
1
6
25
13
86
74
4
32
97
86
100
89
72
0.125
ZIVO
2009-02-13T00:00:00
30
67
26
5
9
10
21
12
98
98
72
96
1
1
11
14
86
73
4
13
97
84
100
89
72
0.111111
ZIVO
2009-02-20T00:00:00
30
67
26
5
10
11
30
66
98
98
48
97
1
7
16
14
86
74
4
18
97
85
100
89
73
-0.2
ZIVO
2009-02-27T00:00:00
31
67
26
5
9
38
100
2
98
98
61
96
1
4
2
16
86
73
4
75
96
84
100
88
75
0.25
ZIVO
2009-03-06T00:00:00
33
67
27
5
10
29
93
6
98
98
73
96
1
2
2
17
86
73
4
66
96
87
100
88
77
0