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
2005-05-13T00:00:00
23
64
28
1
1
21
50
11
99
99
27
93
73
12
5
27
98
79
51
33
39
34
1
3
54
0.5
ZIVO
2005-05-20T00:00:00
23
64
28
1
1
25
54
52
99
99
18
93
73
12
11
27
98
79
51
37
28
36
6
2
68
-0.066667
ZIVO
2005-05-27T00:00:00
23
64
28
1
1
28
41
80
99
99
22
93
73
12
2
27
98
79
51
32
33
24
18
4
59
-0.071429
ZIVO
2005-06-03T00:00:00
23
64
28
1
1
29
42
85
99
99
7
93
73
12
7
27
98
79
51
32
34
26
17
4
62
0
ZIVO
2005-06-10T00:00:00
23
64
28
1
1
38
64
100
100
100
22
93
73
12
22
27
98
79
51
50
49
46
19
9
63
-0.461538
ZIVO
2005-06-17T00:00:00
23
64
28
1
1
5
9
54
100
100
5
93
73
12
9
27
98
79
51
5
55
41
12
15
68
0.457143
ZIVO
2005-06-24T00:00:00
23
64
28
1
1
7
16
100
100
100
1
93
73
12
27
27
98
79
51
9
59
49
12
27
66
-0.470588
ZIVO
2005-07-01T00:00:00
23
70
28
1
1
2
13
11
100
100
17
94
73
12
11
27
98
79
51
6
51
51
38
38
56
0.888889
ZIVO
2005-07-08T00:00:00
23
68
28
1
1
23
76
100
100
100
10
96
73
12
37
27
98
79
51
49
58
64
34
47
66
-0.411765
ZIVO
2005-07-15T00:00:00
23
69
28
1
1
13
39
12
100
100
18
95
73
12
9
27
98
79
51
22
51
51
47
38
80
0.6
ZIVO
2005-07-22T00:00:00
23
68
28
1
1
7
11
100
100
100
5
97
73
12
28
27
98
79
51
7
53
51
55
23
76
-0.375
ZIVO
2005-07-29T00:00:00
23
70
28
1
1
6
15
2
100
100
10
94
73
12
7
27
98
79
51
7
51
34
38
29
82
0.966667
ZIVO
2005-08-05T00:00:00
23
74
28
1
1
1
1
1
100
100
21
87
73
12
1
27
98
79
51
1
63
40
55
51
42
1.372881
ZIVO
2005-08-12T00:00:00
23
73
28
1
1
3
7
12
100
100
10
88
73
12
2
27
98
79
51
4
63
41
54
51
42
-0.092857
ZIVO
2005-08-19T00:00:00
25
72
26
1
1
1
1
67
100
100
25
92
73
3
2
27
99
68
51
1
56
39
59
48
47
-0.212598
ZIVO
2005-08-26T00:00:00
25
73
25
1
1
4
51
34
100
100
12
91
73
15
2
27
99
68
51
24
55
33
52
53
44
0.1
ZIVO
2005-09-02T00:00:00
25
73
25
1
1
2
1
39
100
100
15
91
73
12
4
27
99
68
51
1
48
27
52
52
48
0.018182
ZIVO
2005-09-09T00:00:00
25
72
25
1
1
4
51
46
100
100
6
91
73
23
16
27
99
68
51
23
43
22
48
45
53
-0.017857
ZIVO
2005-09-16T00:00:00
25
74
24
1
1
1
1
1
100
100
4
87
73
26
1
27
99
68
51
1
39
21
37
56
54
0.545455
ZIVO
2005-09-23T00:00:00
26
74
24
1
1
15
85
1
100
100
20
86
73
7
1
27
99
68
51
51
39
25
33
57
55
0.088235
ZIVO
2005-09-30T00:00:00
26
74
24
1
1
87
100
28
100
100
2
87
73
31
1
27
99
68
51
95
39
23
41
50
63
-0.075676
ZIVO
2005-10-07T00:00:00
25
73
25
1
1
85
100
88
100
100
4
89
73
27
1
27
99
68
51
95
38
25
42
52
61
-0.181287
ZIVO
2005-10-14T00:00:00
25
73
25
1
1
77
94
70
100
100
29
88
73
8
1
27
99
68
51
89
48
42
42
63
77
0
ZIVO
2005-10-21T00:00:00
25
72
25
1
1
82
98
97
100
100
15
91
73
16
3
27
99
68
51
93
31
46
47
66
72
-0.285714
ZIVO
2005-10-28T00:00:00
25
72
25
1
1
84
87
94
100
100
36
91
73
5
3
27
99
68
51
88
37
43
48
58
72
0
ZIVO
2005-11-04T00:00:00
25
71
25
1
1
83
80
100
100
100
26
92
73
8
21
27
99
68
51
85
38
52
44
57
71
-0.1
ZIVO
2005-11-11T00:00:00
25
71
26
1
1
95
100
100
100
100
15
94
73
12
29
27
99
68
51
99
55
60
44
66
58
-0.222222
ZIVO
2005-11-18T00:00:00
20
72
28
1
1
99
100
24
100
100
5
91
73
24
8
27
100
72
51
100
41
56
39
58
60
0.428571
ZIVO
2005-11-25T00:00:00
20
74
27
1
1
91
99
2
100
100
16
87
73
9
11
27
100
71
51
97
32
53
42
56
43
0.6
ZIVO
2005-12-02T00:00:00
20
73
27
1
1
91
49
47
100
100
14
90
73
10
48
27
100
72
51
73
35
58
42
57
40
-0.21875
ZIVO
2005-12-09T00:00:00
20
74
27
1
1
93
56
2
100
100
6
88
73
20
46
27
100
72
51
79
35
58
44
57
43
0.16
ZIVO
2005-12-16T00:00:00
20
74
27
1
1
53
19
7
100
100
15
87
73
10
38
27
100
72
51
33
32
58
43
57
43
0.103448
ZIVO
2005-12-23T00:00:00
21
74
27
1
1
45
14
2
100
100
7
86
73
21
47
27
100
71
51
26
31
47
47
60
40
0.0625
ZIVO
2005-12-30T00:00:00
21
75
27
1
1
25
14
1
100
100
18
84
73
9
26
27
100
71
51
17
40
47
60
67
24
0.235294
ZIVO
2006-01-06T00:00:00
21
75
27
1
1
6
12
8
100
100
26
84
73
6
66
27
100
71
51
7
34
50
51
67
29
0.02381
ZIVO
2006-01-13T00:00:00
21
75
27
1
1
40
42
1
99
99
5
82
73
26
77
27
100
71
51
39
36
51
63
67
37
0.209302
ZIVO
2006-01-20T00:00:00
22
75
26
1
1
89
97
1
99
99
18
80
73
15
25
27
100
71
51
95
43
52
67
85
30
0.153846
ZIVO
2006-01-27T00:00:00
21
75
26
1
1
80
85
77
99
99
25
84
73
10
76
27
100
71
51
86
37
35
58
76
22
-0.25
ZIVO
2006-02-03T00:00:00
21
74
27
1
1
87
99
91
99
99
20
86
73
14
53
27
100
71
51
95
36
34
60
72
23
-0.111111
ZIVO
2006-02-10T00:00:00
20
74
26
1
1
89
99
99
99
99
46
87
73
3
44
27
100
71
51
96
36
32
59
72
27
-0.075
ZIVO
2006-02-17T00:00:00
20
73
27
1
1
88
99
100
99
99
23
90
73
12
38
27
100
72
51
95
32
23
61
63
27
-0.27027
ZIVO
2006-02-24T00:00:00
19
72
28
1
1
91
99
100
99
99
18
92
73
14
90
27
100
72
51
97
37
21
69
55
36
-0.251852
ZIVO
2006-03-03T00:00:00
19
71
28
1
1
91
97
100
99
99
12
93
73
18
84
27
100
72
51
96
34
18
66
38
38
-0.148515
ZIVO
2006-03-10T00:00:00
19
71
28
1
1
95
100
87
99
99
41
93
73
3
74
27
100
72
51
98
37
17
47
31
32
0.05814
ZIVO
2006-03-17T00:00:00
19
72
28
1
1
98
100
85
99
99
32
93
73
6
97
27
100
72
51
100
36
11
55
25
26
0.010989
ZIVO
2006-03-24T00:00:00
19
71
28
1
1
94
49
100
98
98
14
94
73
17
99
27
100
72
51
75
46
19
44
37
12
-0.163043
ZIVO
2006-03-31T00:00:00
19
72
28
1
1
87
34
20
99
99
9
93
73
22
97
27
100
72
51
63
42
21
38
60
16
0.25974
ZIVO
2006-04-07T00:00:00
19
71
28
1
1
82
13
100
99
99
1
95
73
37
97
27
100
72
51
47
47
40
54
55
6
-0.226804
ZIVO
2006-04-14T00:00:00
19
73
28
1
1
44
11
1
100
100
39
91
73
6
82
27
100
72
51
23
42
35
23
41
12
0.6
ZIVO
2006-04-21T00:00:00
24
69
26
1
14
18
10
98
100
100
69
91
73
5
99
27
91
70
51
10
48
30
22
30
13
-0.291667
ZIVO
2006-04-28T00:00:00
24
70
26
1
14
16
1
2
100
100
72
89
73
4
99
27
91
70
51
6
46
31
21
37
38
0.294118
ZIVO
2006-05-05T00:00:00
24
71
25
1
13
15
1
6
100
100
77
88
73
4
99
27
91
70
51
6
44
29
22
36
36
0.136364
ZIVO
2006-05-12T00:00:00
24
71
25
1
13
17
2
11
100
100
96
88
73
2
82
27
90
71
51
7
46
33
22
40
32
-0.04
ZIVO
2006-05-19T00:00:00
23
70
26
1
11
13
1
73
100
100
33
89
73
4
97
27
98
67
51
5
43
38
24
45
29
-0.125
ZIVO
2006-05-26T00:00:00
24
70
26
1
11
26
28
28
100
100
77
88
73
1
97
27
98
67
51
23
42
29
37
38
28
0.095238
ZIVO
2006-06-02T00:00:00
25
72
26
1
11
17
1
1
100
100
38
86
73
4
82
27
98
67
51
7
33
21
38
41
30
0.304348
ZIVO
2006-06-09T00:00:00
24
71
26
1
11
29
87
35
100
100
46
87
73
3
100
27
98
67
51
60
35
23
27
44
26
-0.133333
ZIVO
2006-06-16T00:00:00
25
71
26
1
10
5
4
2
100
100
81
86
73
1
94
27
98
67
51
3
41
22
24
43
29
0.076923
ZIVO
2006-06-23T00:00:00
25
71
26
1
11
21
84
82
99
99
38
87
73
4
98
27
98
67
51
53
41
19
27
42
28
-0.092857
ZIVO
2006-06-30T00:00:00
26
74
26
1
10
50
86
1
100
100
38
81
73
4
74
27
98
67
51
71
44
15
32
45
43
0.771654
ZIVO
2006-07-07T00:00:00
26
74
26
1
10
47
84
1
100
100
61
80
73
2
54
27
98
67
51
68
45
20
31
46
42
0.044444
ZIVO
2006-07-14T00:00:00
26
74
25
1
10
26
47
9
100
100
60
81
73
2
96
27
98
67
51
32
43
12
37
49
46
-0.046809
ZIVO
2006-07-21T00:00:00
26
73
26
1
10
35
69
56
100
100
78
81
73
2
72
27
98
67
51
51
28
8
36
30
63
-0.053571
ZIVO
2006-07-28T00:00:00
25
73
26
1
10
82
98
83
100
100
45
82
73
4
38
27
98
66
51
93
46
9
63
41
44
-0.080189
ZIVO
2006-08-04T00:00:00
25
73
26
1
10
67
97
59
100
100
76
82
73
2
15
27
98
66
51
87
64
16
65
54
66
0.025641
ZIVO
2006-08-11T00:00:00
25
73
25
2
11
84
100
24
100
100
33
79
73
2
14
27
94
71
51
95
55
8
72
52
69
0.05
ZIVO
2006-08-18T00:00:00
24
73
25
2
10
64
69
35
100
100
33
79
73
2
2
27
94
71
51
69
58
9
71
59
60
0.019048
ZIVO
2006-08-25T00:00:00
24
73
25
2
10
100
100
58
99
99
28
80
73
5
1
27
94
71
51
100
61
10
76
61
59
-0.023364
ZIVO
2006-09-01T00:00:00
25
74
25
2
11
100
100
4
99
99
31
78
73
2
2
27
94
71
51
100
61
11
75
59
60
0.172249
ZIVO
2006-09-08T00:00:00
25
74
25
2
10
100
100
49
95
95
30
79
73
2
1
27
94
71
51
100
63
14
71
58
64
-0.077551
ZIVO
2006-09-15T00:00:00
25
74
25
2
11
100
99
11
95
95
29
78
73
5
1
27
94
71
51
100
66
13
76
58
60
0.061947
ZIVO
2006-09-22T00:00:00
25
75
25
1
11
99
58
1
99
99
1
73
73
6
1
27
94
71
51
82
52
10
74
32
66
0.370833
ZIVO
2006-09-29T00:00:00
25
75
25
1
10
98
66
1
98
98
27
70
73
1
1
27
94
71
51
85
37
12
71
31
72
0.194529
ZIVO
2006-10-06T00:00:00
24
72
25
1
9
99
84
100
100
100
31
84
73
1
24
27
94
72
51
94
55
37
71
61
58
-0.605598
ZIVO
2006-10-13T00:00:00
24
72
25
1
9
99
76
100
100
100
4
85
73
5
49
27
94
72
51
91
58
49
73
62
59
-0.03871
ZIVO
2006-10-20T00:00:00
24
72
26
2
10
98
62
100
100
100
1
85
73
6
46
27
94
72
51
84
60
57
74
62
56
-0.060403
ZIVO
2006-10-27T00:00:00
24
72
26
2
10
99
98
98
100
100
16
86
73
3
67
27
94
72
51
99
57
65
74
65
49
-0.035714
ZIVO
2006-11-03T00:00:00
23
71
26
1
9
96
84
100
100
100
28
88
73
2
96
27
94
73
51
93
54
71
73
72
38
-0.222222
ZIVO
2006-11-10T00:00:00
23
71
26
1
9
97
95
100
100
100
2
89
73
5
99
27
94
73
51
98
52
72
76
75
37
-0.12381
ZIVO
2006-11-17T00:00:00
24
72
25
2
9
99
100
12
100
100
12
85
73
3
80
27
94
72
51
100
53
68
80
63
42
0.597826
ZIVO
2006-11-24T00:00:00
25
74
24
1
9
99
100
76
100
100
51
87
73
3
66
27
92
73
51
100
52
73
81
61
52
-0.183673
ZIVO
2006-12-01T00:00:00
25
74
25
1
9
25
11
94
100
100
70
90
73
2
98
27
92
73
51
15
42
65
80
49
64
-0.208333
ZIVO
2006-12-08T00:00:00
25
74
24
1
8
22
1
92
100
100
75
89
73
2
96
27
92
73
51
9
45
65
82
44
63
0.021053
ZIVO
2006-12-15T00:00:00
25
74
24
1
9
18
1
98
99
99
29
90
73
5
97
27
92
73
51
7
46
64
80
50
69
-0.061856
ZIVO
2006-12-22T00:00:00
25
73
25
1
9
22
1
93
99
99
68
90
73
3
94
27
92
73
51
9
42
56
87
38
89
-0.043956
ZIVO
2006-12-29T00:00:00
25
74
25
1
9
20
1
54
99
99
37
90
73
6
97
27
92
73
51
8
38
62
88
52
86
0.057471
ZIVO
2007-01-05T00:00:00
25
73
24
1
9
19
1
14
99
99
72
89
73
2
92
27
92
73
51
8
41
57
88
38
66
0.086957
ZIVO
2007-01-12T00:00:00
25
73
24
1
9
38
53
19
99
99
100
89
73
2
86
27
92
73
51
44
38
54
88
37
66
0.01
ZIVO
2007-01-19T00:00:00
25
73
24
1
9
29
6
7
99
99
98
89
73
4
79
27
92
73
51
14
40
50
88
33
70
0.039604
ZIVO
2007-01-26T00:00:00
25
74
24
1
9
27
1
2
98
98
93
87
73
4
81
27
92
73
51
11
49
55
89
41
66
0.161905
ZIVO
2007-02-02T00:00:00
25
73
25
1
9
20
2
91
98
98
93
90
73
4
81
27
92
73
51
9
45
69
88
37
82
-0.229508
ZIVO
2007-02-09T00:00:00
25
73
25
1
8
27
2
97
97
97
91
91
73
5
84
27
92
73
51
11
52
68
86
36
83
-0.053191
ZIVO
2007-02-16T00:00:00
24
73
24
1
9
15
4
96
97
97
98
91
73
4
99
27
92
73
51
7
51
67
85
38
84
-0.011236
ZIVO
2007-02-23T00:00:00
25
73
25
1
9
24
7
32
97
97
100
90
73
3
99
27
92
73
51
12
39
65
85
33
78
0.079545
ZIVO
2007-03-02T00:00:00
25
73
24
1
9
18
52
90
97
97
76
91
73
8
96
27
92
74
51
31
55
66
86
32
79
-0.115789
ZIVO
2007-03-09T00:00:00
25
73
25
1
9
6
59
94
97
97
80
91
73
8
93
27
92
74
51
29
70
70
80
18
73
-0.035714
ZIVO
2007-03-16T00:00:00
25
73
25
1
9
8
73
98
96
96
94
92
73
6
96
27
92
74
51
39
68
61
81
19
75
-0.074074
ZIVO
2007-03-23T00:00:00
24
73
25
1
9
29
88
97
96
96
86
92
73
9
98
27
92
74
51
60
71
58
80
17
72
-0.026667
ZIVO
2007-03-30T00:00:00
25
73
25
1
12
6
11
69
96
96
97
92
73
6
96
27
92
74
51
6
71
58
81
18
72
0.027397
ZIVO
2007-04-06T00:00:00
25
73
26
1
12
4
4
98
94
94
100
93
73
4
95
27
92
74
51
3
69
57
78
19
84
-0.066667