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
2013-01-11T00:00:00
26
70
23
1
47
8
3
1
96
96
62
89
100
11
5
93
97
76
35
4
84
19
82
14
50
0.16
ZIVO
2013-01-18T00:00:00
25
70
24
1
48
12
18
55
96
96
62
90
100
13
8
93
97
77
35
13
84
13
81
14
55
-0.137931
ZIVO
2013-01-25T00:00:00
25
70
24
1
47
7
5
32
96
96
63
90
99
10
4
93
97
77
32
5
83
9
80
14
53
0.04
ZIVO
2013-02-01T00:00:00
25
70
24
1
45
26
91
61
95
95
61
90
100
14
7
93
97
77
34
59
84
14
81
14
62
0
ZIVO
2013-02-08T00:00:00
25
70
24
1
46
26
79
38
95
95
59
90
100
16
7
93
97
76
35
52
83
13
81
13
60
0
ZIVO
2013-02-15T00:00:00
25
70
23
1
46
19
69
94
94
94
59
91
100
17
3
93
97
77
33
41
88
22
85
17
52
-0.076923
ZIVO
2013-02-22T00:00:00
25
70
24
1
46
64
100
82
94
94
66
91
99
9
4
93
97
77
34
87
87
28
85
15
40
0
ZIVO
2013-03-01T00:00:00
25
69
24
1
45
86
100
91
94
94
64
91
100
13
13
93
97
77
35
96
84
28
83
16
40
-0.041667
ZIVO
2013-03-08T00:00:00
25
70
24
1
43
93
100
24
94
94
66
90
99
11
8
93
97
76
35
98
84
34
80
16
44
0.086957
ZIVO
2013-03-15T00:00:00
25
69
24
1
44
81
96
99
93
93
60
92
100
19
5
94
97
78
34
92
92
27
88
22
79
-0.16
ZIVO
2013-03-22T00:00:00
25
70
23
1
44
79
95
13
94
94
60
90
100
20
2
94
97
76
36
91
95
42
91
19
84
0.190476
ZIVO
2013-03-29T00:00:00
25
71
24
1
43
75
83
2
95
95
61
89
100
17
2
4
99
73
15
83
93
54
89
18
85
0.24
ZIVO
2013-04-05T00:00:00
25
72
24
1
42
76
79
1
95
95
66
87
100
11
2
4
99
72
17
81
96
81
78
16
92
0.16129
ZIVO
2013-04-12T00:00:00
25
72
24
1
42
65
31
31
95
95
9
88
100
7
5
87
99
72
14
47
96
67
79
20
93
-0.083333
ZIVO
2013-04-19T00:00:00
26
73
23
1
42
72
30
1
95
95
7
86
100
14
1
87
99
72
17
51
99
82
80
12
90
0.212121
ZIVO
2013-04-26T00:00:00
26
73
23
1
40
60
25
1
95
95
9
84
100
12
1
87
99
72
21
41
95
79
82
15
90
0.25
ZIVO
2013-05-03T00:00:00
26
73
23
1
39
77
61
13
95
95
8
84
100
16
1
88
99
72
21
72
95
80
83
18
87
-0.02
ZIVO
2013-05-10T00:00:00
25
73
23
1
39
26
16
60
95
95
8
85
100
15
2
74
100
74
27
19
97
91
87
19
90
-0.061224
ZIVO
2013-05-17T00:00:00
26
73
23
1
40
74
78
71
95
95
23
85
100
11
1
7
99
74
13
80
97
93
87
24
91
0
ZIVO
2013-05-24T00:00:00
26
73
23
1
40
94
99
72
94
94
23
86
99
9
1
7
99
74
12
98
96
93
85
64
78
-0.021739
ZIVO
2013-05-31T00:00:00
25
72
23
1
40
99
100
95
94
94
23
87
100
14
2
7
99
74
12
100
91
91
85
69
80
-0.088889
ZIVO
2013-06-07T00:00:00
25
72
23
1
40
98
98
96
93
93
23
87
99
9
5
7
99
74
11
99
90
90
86
72
82
-0.02439
ZIVO
2013-06-14T00:00:00
25
72
23
1
40
100
100
98
93
93
23
87
100
17
15
7
99
75
10
100
89
91
86
77
82
-0.075
ZIVO
2013-06-21T00:00:00
25
72
23
1
40
100
100
77
92
92
24
87
100
13
8
7
99
75
11
100
89
94
85
66
86
0
ZIVO
2013-06-28T00:00:00
25
72
23
1
40
100
100
96
91
91
23
88
100
12
26
7
99
75
12
100
76
90
88
64
87
-0.054054
ZIVO
2013-07-05T00:00:00
25
71
23
1
41
100
92
89
79
79
23
88
100
17
23
7
99
75
13
98
76
91
83
59
83
0
ZIVO
2013-07-12T00:00:00
25
71
24
1
40
99
75
98
78
78
22
89
100
14
37
9
99
75
8
90
81
94
83
58
81
-0.057143
ZIVO
2013-07-19T00:00:00
25
72
23
1
11
99
66
5
94
94
22
86
100
17
23
9
99
74
11
87
76
86
62
83
89
0.30303
ZIVO
2013-07-26T00:00:00
25
72
23
1
12
94
27
4
94
94
23
86
100
11
51
8
99
74
11
63
70
87
54
81
89
0.046512
ZIVO
2013-08-02T00:00:00
25
72
23
1
12
93
18
9
94
94
22
86
100
16
59
8
99
74
13
56
71
88
54
79
90
0.022222
ZIVO
2013-08-09T00:00:00
25
72
23
1
13
84
15
33
93
93
16
86
100
11
60
8
99
73
9
49
68
86
59
80
94
-0.021739
ZIVO
2013-08-16T00:00:00
21
69
18
1
13
84
21
25
92
92
10
86
15
13
55
2
99
76
100
53
72
92
68
59
95
0
ZIVO
2013-08-23T00:00:00
21
69
18
1
13
76
17
67
92
92
12
86
15
12
67
1
99
76
100
46
70
89
68
60
96
-0.022222
ZIVO
2013-08-30T00:00:00
21
69
18
1
12
72
19
59
91
91
14
86
15
10
73
1
99
76
99
45
71
91
66
61
96
-0.022727
ZIVO
2013-09-06T00:00:00
21
68
18
1
13
56
9
92
90
90
16
87
15
9
83
1
99
77
99
30
66
85
56
67
94
-0.023256
ZIVO
2013-09-13T00:00:00
21
68
18
1
13
97
90
98
90
90
9
87
15
13
82
1
99
77
100
96
75
82
27
62
98
-0.071429
ZIVO
2013-09-20T00:00:00
21
69
18
1
13
98
97
37
91
91
8
87
15
15
89
1
99
77
100
99
76
93
55
63
99
0.102564
ZIVO
2013-09-27T00:00:00
21
68
18
1
13
98
92
43
83
83
10
87
15
13
99
1
99
77
100
97
71
94
52
67
98
0
ZIVO
2013-10-04T00:00:00
21
68
18
1
12
97
80
14
82
82
8
86
15
15
99
1
99
77
100
92
71
94
53
68
98
0.046512
ZIVO
2013-10-11T00:00:00
21
68
18
1
13
97
77
93
85
85
5
87
15
17
100
1
99
77
100
91
73
88
40
68
98
-0.088889
ZIVO
2013-10-18T00:00:00
21
68
18
1
14
95
58
95
84
84
13
88
15
12
100
1
99
77
100
81
74
89
29
69
99
-0.02439
ZIVO
2013-10-25T00:00:00
21
67
19
1
13
93
51
94
83
83
15
88
15
12
100
1
99
78
100
77
74
88
43
67
99
-0.05
ZIVO
2013-11-01T00:00:00
21
68
19
1
13
82
21
93
82
82
20
89
15
9
100
1
99
78
99
53
74
88
44
68
98
-0.052632
ZIVO
2013-11-08T00:00:00
20
67
19
1
13
58
5
99
85
85
13
90
14
12
100
1
99
79
100
28
76
87
49
61
99
-0.138889
ZIVO
2013-11-15T00:00:00
20
64
20
1
14
79
46
99
85
85
57
90
23
12
100
2
99
77
100
65
78
87
49
59
99
-0.096774
ZIVO
2013-11-22T00:00:00
20
64
20
1
14
77
50
92
84
84
47
90
23
16
100
96
99
77
100
66
67
83
37
62
97
0
ZIVO
2013-11-29T00:00:00
19
65
20
1
14
85
78
71
83
83
57
90
23
13
100
95
99
77
100
85
57
78
31
67
96
0.035714
ZIVO
2013-12-06T00:00:00
20
65
20
1
14
61
19
9
91
91
55
89
23
13
99
96
99
76
100
37
81
65
19
63
98
0.206897
ZIVO
2013-12-13T00:00:00
20
64
20
1
15
48
14
86
92
92
62
90
23
11
99
96
99
77
100
28
78
46
39
63
90
-0.171429
ZIVO
2013-12-20T00:00:00
20
65
20
1
15
41
15
4
93
93
63
89
23
11
99
96
99
76
100
24
77
52
40
60
89
0.206897
ZIVO
2013-12-27T00:00:00
20
66
20
1
15
37
5
2
94
94
54
87
23
14
97
96
99
75
100
17
38
10
24
90
95
0.2
ZIVO
2014-01-03T00:00:00
20
65
20
1
15
23
3
38
94
94
50
88
23
15
94
96
99
76
100
10
63
8
13
83
97
-0.095238
ZIVO
2014-01-10T00:00:00
20
65
20
1
15
16
2
81
94
94
67
89
23
10
89
96
99
77
100
7
57
8
16
78
98
-0.078947
ZIVO
2014-01-17T00:00:00
19
64
20
1
15
23
3
99
93
93
99
90
23
11
98
96
99
78
100
11
54
6
15
82
98
-0.085714
ZIVO
2014-01-24T00:00:00
19
64
20
1
15
19
4
85
93
93
99
90
23
13
97
96
99
78
100
9
52
7
15
77
98
-0.03125
ZIVO
2014-01-31T00:00:00
19
63
21
1
16
38
63
100
93
93
99
91
23
10
97
96
99
79
100
50
43
5
14
76
99
-0.129032
ZIVO
2014-02-07T00:00:00
19
64
21
1
15
11
8
77
93
93
99
91
23
9
94
96
99
78
100
7
46
6
13
76
99
0.037037
ZIVO
2014-02-14T00:00:00
19
63
21
1
16
33
82
91
92
92
99
91
24
14
92
96
99
78
100
58
48
7
11
77
98
0
ZIVO
2014-02-21T00:00:00
19
63
21
1
15
74
94
70
91
91
99
91
23
14
92
95
99
78
100
88
51
7
11
73
96
0
ZIVO
2014-02-28T00:00:00
19
63
21
1
15
47
82
94
88
88
98
92
23
14
94
95
99
79
100
68
48
7
9
80
95
-0.035714
ZIVO
2014-03-07T00:00:00
18
62
21
1
16
25
31
100
87
87
98
93
23
11
98
100
99
81
100
23
29
10
5
73
93
-0.185185
ZIVO
2014-03-14T00:00:00
19
62
21
1
15
16
4
82
87
87
98
93
22
10
95
100
99
80
99
7
25
10
3
68
94
0.045455
ZIVO
2014-03-21T00:00:00
18
62
22
1
16
15
11
100
92
92
98
95
23
18
95
100
99
83
100
9
34
14
4
72
99
-0.26087
ZIVO
2014-03-28T00:00:00
18
62
22
1
16
12
1
90
91
91
98
95
23
12
91
1
99
82
99
4
44
28
10
24
98
0
ZIVO
2014-04-04T00:00:00
53
63
78
1
16
11
4
31
93
93
52
94
23
8
91
100
99
81
98
5
35
25
6
27
97
0.176471
ZIVO
2014-04-11T00:00:00
52
63
78
1
16
11
5
19
93
93
52
94
70
6
76
100
99
81
98
5
44
27
6
25
98
0
ZIVO
2014-04-18T00:00:00
53
62
79
1
15
14
7
83
93
93
33
94
70
11
62
100
99
81
98
7
45
36
5
18
99
-0.1
ZIVO
2014-04-25T00:00:00
54
63
79
1
16
13
7
96
93
93
50
94
69
6
58
100
99
82
98
8
48
35
6
21
99
-0.055556
ZIVO
2014-05-02T00:00:00
54
63
79
1
16
7
1
41
93
93
62
94
69
3
50
100
99
82
98
2
48
32
7
19
99
0.058824
ZIVO
2014-05-09T00:00:00
55
63
79
1
16
8
3
71
92
92
46
94
70
11
60
100
99
83
98
4
38
36
6
20
99
-0.055556
ZIVO
2014-05-16T00:00:00
90
66
39
1
16
5
1
8
92
92
98
94
71
15
32
1
100
84
98
2
34
40
5
19
99
0.117647
ZIVO
2014-05-23T00:00:00
90
65
39
1
16
8
1
94
92
92
100
94
70
16
53
1
100
85
98
3
35
28
6
18
99
-0.105263
ZIVO
2014-05-30T00:00:00
90
66
39
1
16
8
25
6
91
91
99
94
71
15
47
1
100
85
98
13
27
20
5
7
99
0.117647
ZIVO
2014-06-06T00:00:00
90
66
39
1
16
8
40
44
91
91
100
94
70
16
58
1
100
85
98
20
27
22
4
8
99
0
ZIVO
2014-06-13T00:00:00
90
65
39
1
16
6
8
79
89
89
100
94
70
15
53
1
100
85
98
6
23
14
4
7
99
-0.052632
ZIVO
2014-06-20T00:00:00
90
65
39
1
16
9
4
82
87
87
100
94
71
15
54
1
100
86
98
5
21
20
4
7
99
0
ZIVO
2014-06-27T00:00:00
90
65
40
1
16
8
30
99
88
88
100
94
71
15
61
1
100
86
98
15
19
23
5
7
99
-0.111111
ZIVO
2014-07-04T00:00:00
90
64
40
1
16
11
22
99
88
88
99
95
71
15
55
1
100
87
97
14
20
17
2
7
99
-0.0625
ZIVO
2014-07-11T00:00:00
90
65
40
1
16
10
71
82
86
86
100
95
71
14
55
1
100
87
97
39
29
20
2
6
99
0
ZIVO
2014-07-18T00:00:00
90
64
40
1
16
7
11
96
86
86
98
95
72
14
34
1
100
87
98
7
30
22
2
9
99
-0.066667
ZIVO
2014-07-25T00:00:00
91
63
41
1
15
11
77
100
87
87
100
96
71
14
37
1
100
88
98
43
33
25
2
7
98
-0.142857
ZIVO
2014-08-01T00:00:00
91
65
40
1
15
8
64
29
92
92
97
95
73
14
22
1
100
86
98
33
45
60
2
6
98
0.166667
ZIVO
2014-08-08T00:00:00
91
64
40
1
16
4
15
88
90
90
99
95
72
15
20
1
100
86
98
7
45
53
1
7
97
-0.071429
ZIVO
2014-08-15T00:00:00
23
72
28
1
16
4
21
12
91
91
35
95
72
14
16
29
100
85
97
10
10
62
3
10
97
0.076923
ZIVO
2014-08-22T00:00:00
23
72
28
1
16
3
3
95
91
91
36
95
73
13
13
29
100
86
97
2
14
53
2
16
98
-0.071429
ZIVO
2014-08-29T00:00:00
23
72
28
1
16
2
3
86
91
91
36
95
72
11
14
77
100
86
97
2
9
64
1
15
97
0
ZIVO
2014-09-05T00:00:00
23
71
28
1
16
3
6
66
89
89
33
95
72
7
9
77
100
86
97
3
15
85
2
6
98
0
ZIVO
2014-09-12T00:00:00
22
71
28
1
17
3
3
96
88
88
16
96
73
13
21
77
100
86
97
2
15
85
2
7
98
-0.076923
ZIVO
2014-09-19T00:00:00
23
71
28
1
17
2
1
17
89
89
20
95
72
11
4
77
100
85
97
1
18
86
3
4
99
0.083333
ZIVO
2014-09-26T00:00:00
23
72
27
1
17
4
40
6
89
89
19
95
73
12
3
77
100
85
97
19
30
91
1
2
97
0.076923
ZIVO
2014-10-03T00:00:00
23
72
27
1
17
4
10
7
87
87
27
95
72
9
4
77
100
85
97
5
31
92
1
2
98
0
ZIVO
2014-10-10T00:00:00
23
71
27
1
17
5
50
48
83
83
23
95
73
11
5
77
100
85
98
23
49
97
1
2
97
-0.071429
ZIVO
2014-10-17T00:00:00
23
71
28
1
17
4
8
90
84
84
18
95
72
6
8
77
100
85
98
5
40
93
2
1
96
-0.076923
ZIVO
2014-10-24T00:00:00
22
70
28
1
17
3
9
95
83
83
15
95
72
7
6
77
100
86
97
4
51
95
2
2
98
-0.083333
ZIVO
2014-10-31T00:00:00
23
71
28
1
18
3
25
60
84
84
8
95
73
10
10
77
100
86
97
11
48
92
2
2
96
0.090909
ZIVO
2014-11-07T00:00:00
22
71
28
1
17
3
4
94
84
84
8
95
72
10
19
77
100
87
97
2
50
93
4
2
97
-0.083333
ZIVO
2014-11-14T00:00:00
19
23
30
1
17
6
56
99
88
88
6
96
72
27
45
4
100
91
98
27
85
92
9
12
91
-0.181818
ZIVO
2014-11-21T00:00:00
19
24
31
1
17
12
81
99
88
88
49
97
73
26
40
4
100
91
97
44
85
90
9
19
91
-0.111111
ZIVO
2014-11-28T00:00:00
19
23
29
1
17
13
86
29
93
93
65
96
72
26
24
5
100
90
98
49
86
71
27
3
76
0.25
ZIVO
2014-12-05T00:00:00
19
24
30
1
17
12
60
80
93
93
59
96
72
31
17
5
100
91
97
34
88
72
35
4
73
-0.1