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
⌀
ZIPR
2014-02-07T00:00:00
33
60
19
44
13
94
64
53
90
90
25
79
83
25
89
97
13
98
69
82
80
29
86
51
98
0.129187
ZIPR
2014-02-14T00:00:00
33
59
14
44
21
80
13
25
90
90
20
78
83
26
81
97
13
98
69
46
79
27
87
55
98
0.040254
ZIPR
2014-02-21T00:00:00
33
59
24
45
9
81
20
28
89
89
29
78
82
26
78
96
13
98
69
51
78
29
87
59
98
0.01833
ZIPR
2014-02-28T00:00:00
34
63
3
44
53
78
12
93
89
89
9
79
83
28
94
96
13
98
68
44
77
31
85
61
97
-0.052
ZIPR
2014-03-07T00:00:00
35
66
12
44
24
91
67
99
89
89
18
81
82
29
98
100
13
98
78
83
54
36
74
50
96
-0.168776
ZIPR
2014-03-14T00:00:00
7
64
14
33
25
96
91
100
90
90
33
83
82
15
98
82
19
76
56
95
50
27
80
61
92
-0.129442
ZIPR
2014-03-21T00:00:00
7
66
20
33
16
34
1
99
89
89
36
83
82
15
98
82
19
77
56
12
49
27
79
61
94
-0.03207
ZIPR
2014-03-28T00:00:00
7
67
9
33
41
32
1
94
87
87
25
83
82
19
98
82
19
77
56
12
47
24
77
69
94
-0.048193
ZIPR
2014-04-04T00:00:00
7
66
17
33
21
49
11
66
85
85
33
83
81
15
98
82
19
76
56
26
47
23
76
72
94
0.031646
ZIPR
2014-04-11T00:00:00
8
65
26
33
10
51
23
37
85
85
49
83
82
26
98
83
19
76
55
34
55
24
75
69
96
0.003067
ZIPR
2014-04-18T00:00:00
8
67
5
33
55
54
42
63
82
82
21
83
82
37
98
82
19
76
55
48
44
33
57
57
94
-0.006116
ZIPR
2014-04-25T00:00:00
8
64
25
33
11
39
9
18
82
82
48
83
82
26
96
82
19
76
56
21
41
27
57
59
94
0.030769
ZIPR
2014-05-02T00:00:00
7
67
4
36
55
18
2
88
81
81
16
84
84
39
96
83
19
76
55
8
44
35
55
59
94
-0.074627
ZIPR
2014-05-09T00:00:00
9
62
8
10
48
12
1
12
82
82
39
83
85
36
97
84
22
81
31
4
9
54
40
71
93
0.067742
ZIPR
2014-05-16T00:00:00
9
61
10
10
45
10
1
12
79
79
41
83
85
37
97
84
22
81
31
4
12
58
35
86
88
0.02719
ZIPR
2014-05-23T00:00:00
9
61
14
10
36
10
2
19
73
73
45
83
85
34
97
84
22
81
31
4
5
53
24
92
86
0.011765
ZIPR
2014-05-30T00:00:00
8
63
16
10
32
11
5
92
75
75
47
84
85
33
96
84
22
81
29
6
9
51
25
90
84
-0.069767
ZIPR
2014-06-06T00:00:00
8
64
6
10
59
11
19
97
75
75
33
84
85
39
95
84
22
82
30
12
10
54
18
94
81
-0.05
ZIPR
2014-06-13T00:00:00
8
64
6
11
60
9
17
52
75
75
33
84
85
39
90
84
22
82
29
10
9
45
16
93
81
0.046053
ZIPR
2014-06-20T00:00:00
8
64
7
11
59
11
46
97
76
76
34
85
85
39
89
47
22
82
28
25
9
30
11
85
82
-0.062893
ZIPR
2014-06-27T00:00:00
8
63
14
11
39
7
13
46
76
76
44
84
85
35
85
47
22
82
30
8
9
30
12
83
81
0.040268
ZIPR
2014-07-04T00:00:00
8
63
27
10
16
10
65
97
76
76
64
85
85
28
86
47
22
82
28
35
10
24
5
82
80
-0.03871
ZIPR
2014-07-11T00:00:00
8
62
28
10
16
12
78
50
72
72
65
85
85
40
85
46
22
82
29
44
16
28
5
85
81
0
ZIPR
2014-07-18T00:00:00
11
48
12
10
37
12
72
1
99
99
41
75
85
50
39
46
22
76
35
40
43
88
88
18
72
1.25
ZIPR
2014-07-25T00:00:00
11
47
12
10
35
10
16
4
99
99
43
75
85
49
14
46
22
76
35
10
44
88
88
18
71
0.003729
ZIPR
2014-08-01T00:00:00
11
46
13
11
31
7
6
3
99
99
44
75
84
49
4
46
22
75
35
5
46
91
88
18
73
0
ZIPR
2014-08-08T00:00:00
11
47
13
10
29
9
21
20
99
99
80
75
83
51
2
13
22
75
41
11
46
89
86
18
73
0.001486
ZIPR
2014-08-15T00:00:00
14
44
22
10
12
5
5
35
99
99
96
75
83
38
2
17
24
74
36
3
48
89
88
20
73
0
ZIVO
2003-12-26T00:00:00
23
64
28
1
14
31
36
69
94
94
80
93
73
12
46
27
98
79
51
31
67
73
47
33
68
0.032258
ZIVO
2004-01-02T00:00:00
23
64
28
1
14
31
36
53
94
94
56
93
73
12
46
27
98
79
51
31
67
73
47
33
68
0.015625
ZIVO
2004-01-09T00:00:00
23
64
28
1
14
31
36
7
83
83
32
93
73
12
46
27
98
79
51
31
67
73
47
33
68
0.169231
ZIVO
2004-01-16T00:00:00
23
64
28
1
14
31
36
20
72
72
48
93
73
12
46
27
98
79
51
30
67
73
47
33
68
0.026316
ZIVO
2004-01-23T00:00:00
23
64
28
1
14
31
36
3
69
69
49
93
73
12
46
27
98
79
51
31
67
73
47
33
68
0.151282
ZIVO
2004-01-30T00:00:00
23
64
28
1
14
31
36
1
82
82
49
93
73
12
46
27
98
79
51
30
67
73
47
33
68
0.267261
ZIVO
2004-02-06T00:00:00
23
64
28
1
14
31
36
2
79
79
48
93
73
12
46
27
98
79
51
30
67
73
47
33
68
0.063269
ZIVO
2004-02-13T00:00:00
23
64
28
1
14
31
36
65
91
91
47
93
73
12
46
27
98
79
51
30
67
73
47
33
68
-0.140496
ZIVO
2004-02-20T00:00:00
23
64
28
1
14
18
33
66
90
90
46
93
73
12
46
27
98
79
51
20
67
73
47
33
68
0
ZIVO
2004-02-27T00:00:00
23
64
28
1
14
17
35
89
91
91
44
93
73
12
46
27
98
79
51
21
67
73
47
33
68
-0.134615
ZIVO
2004-03-05T00:00:00
23
64
28
1
14
62
91
100
95
95
44
93
73
12
46
27
98
79
51
80
67
73
47
33
68
-0.277778
ZIVO
2004-03-12T00:00:00
23
64
28
1
14
52
80
99
95
95
38
93
73
12
46
27
98
79
51
68
67
73
47
33
68
-0.076923
ZIVO
2004-03-19T00:00:00
23
64
28
1
14
80
97
91
94
94
34
93
73
12
46
27
98
79
51
91
67
73
47
33
68
0
ZIVO
2004-03-26T00:00:00
23
64
28
1
14
97
100
100
97
97
33
93
73
12
46
27
98
79
51
99
67
73
47
33
68
-0.4
ZIVO
2004-04-02T00:00:00
23
64
28
1
14
97
100
83
98
98
31
93
73
12
46
27
98
79
51
99
67
73
47
33
68
0.25
ZIVO
2004-04-09T00:00:00
23
64
28
1
14
72
67
100
98
98
34
93
73
12
46
27
98
79
51
73
67
73
47
33
68
-0.306667
ZIVO
2004-04-16T00:00:00
23
64
28
1
14
71
60
100
98
98
51
93
73
12
46
27
98
79
51
69
67
73
47
33
68
-0.326923
ZIVO
2004-04-23T00:00:00
23
64
28
1
14
8
23
22
100
100
52
93
73
12
46
27
98
79
51
11
67
73
47
33
68
1.095238
ZIVO
2004-04-30T00:00:00
23
64
28
1
14
2
1
74
100
100
50
93
73
12
46
27
98
79
51
1
67
73
47
33
68
-0.272727
ZIVO
2004-05-07T00:00:00
23
64
28
1
14
2
1
83
100
100
40
93
73
12
46
27
98
79
51
1
67
73
47
33
68
-0.125
ZIVO
2004-05-14T00:00:00
23
64
28
1
14
2
1
71
100
100
30
93
73
12
46
27
98
79
51
1
67
73
47
33
68
0.057143
ZIVO
2004-05-21T00:00:00
23
64
28
1
14
1
1
41
100
100
1
93
73
12
46
27
98
79
51
1
67
73
47
33
68
0.013514
ZIVO
2004-05-28T00:00:00
23
64
28
1
14
1
1
1
100
100
13
93
73
12
46
27
98
79
51
1
67
73
47
33
68
0.7
ZIVO
2004-06-04T00:00:00
23
64
28
1
14
1
1
63
100
100
18
93
73
12
46
27
98
79
51
1
67
73
47
33
68
-0.215686
ZIVO
2004-06-11T00:00:00
23
64
28
1
14
1
1
46
100
100
5
93
73
12
46
27
98
79
51
1
67
73
47
33
68
0
ZIVO
2004-06-18T00:00:00
23
64
28
1
14
2
51
7
100
100
18
93
73
12
46
27
98
79
51
23
67
73
47
33
68
0.26
ZIVO
2004-06-25T00:00:00
23
64
28
1
14
1
6
65
100
100
8
93
73
12
46
27
98
79
51
2
67
73
47
33
68
-0.146825
ZIVO
2004-07-02T00:00:00
23
64
28
1
14
1
5
2
100
100
9
93
73
12
46
27
98
79
51
2
67
73
47
33
68
0.162791
ZIVO
2004-07-09T00:00:00
23
64
28
1
14
2
12
88
99
99
13
93
73
12
46
27
98
79
51
5
67
73
47
33
68
-0.1
ZIVO
2004-07-16T00:00:00
23
64
28
1
14
2
21
1
99
99
18
93
73
12
46
27
98
79
51
9
67
73
47
33
68
0.222222
ZIVO
2004-07-23T00:00:00
23
64
28
1
14
67
91
50
99
99
14
93
73
12
46
27
98
79
51
83
67
73
47
33
68
-0.109091
ZIVO
2004-07-30T00:00:00
23
64
28
1
14
7
66
80
99
99
13
93
73
12
46
27
98
79
51
34
67
73
47
33
68
-0.061224
ZIVO
2004-08-06T00:00:00
23
64
28
1
14
7
73
90
99
99
8
93
73
12
46
27
98
79
51
38
67
73
47
33
68
-0.130435
ZIVO
2004-08-13T00:00:00
23
64
28
1
14
72
91
98
98
98
18
93
73
12
46
27
98
79
51
85
67
73
47
33
68
-0.15
ZIVO
2004-08-20T00:00:00
23
64
28
1
14
16
45
96
98
98
21
93
73
12
46
27
98
79
51
27
67
73
47
33
68
0
ZIVO
2004-08-27T00:00:00
23
64
28
1
14
69
90
92
97
97
5
93
73
12
46
27
98
79
51
84
48
72
26
3
23
0
ZIVO
2004-09-03T00:00:00
23
64
28
1
1
34
57
100
97
97
23
93
73
12
46
27
98
79
51
44
48
73
21
2
25
-0.205882
ZIVO
2004-09-10T00:00:00
23
64
28
1
1
79
99
100
98
98
4
93
73
12
46
27
98
79
51
91
52
75
11
4
20
-0.296296
ZIVO
2004-09-17T00:00:00
23
64
28
1
1
56
93
29
100
100
5
93
73
12
46
27
98
79
51
78
53
86
5
2
22
0.631579
ZIVO
2004-09-24T00:00:00
23
64
28
1
1
31
39
16
100
100
6
93
73
12
46
27
98
79
51
32
52
84
5
2
16
0.032258
ZIVO
2004-10-01T00:00:00
23
64
28
1
1
16
24
47
100
100
7
93
73
12
46
27
98
79
51
17
53
81
4
2
18
-0.03125
ZIVO
2004-10-08T00:00:00
23
64
28
1
1
8
16
100
99
99
26
93
73
12
46
27
98
79
51
10
47
85
5
1
24
-0.258065
ZIVO
2004-10-15T00:00:00
23
64
28
1
1
7
16
92
99
99
1
93
73
12
46
27
98
79
51
10
47
85
5
1
24
0
ZIVO
2004-10-22T00:00:00
23
64
28
1
1
7
14
100
100
100
32
93
73
12
46
27
98
79
51
9
45
83
7
2
41
-0.382609
ZIVO
2004-10-29T00:00:00
23
64
28
1
1
3
4
100
99
99
3
93
73
12
46
27
98
79
51
3
42
82
7
1
42
-0.084507
ZIVO
2004-11-05T00:00:00
23
64
28
1
1
1
1
77
99
99
30
93
73
12
46
27
98
79
51
1
40
85
8
2
36
0.153846
ZIVO
2004-11-12T00:00:00
23
64
28
1
1
6
46
13
99
99
21
93
73
12
46
27
98
79
51
22
35
83
4
2
68
0.333333
ZIVO
2004-11-19T00:00:00
23
64
28
1
1
8
54
18
99
99
16
93
73
12
46
27
98
79
51
27
33
83
3
1
66
0.01
ZIVO
2004-11-26T00:00:00
23
64
28
1
1
6
35
100
99
99
15
93
73
12
46
27
98
79
51
17
30
85
2
1
68
-0.306931
ZIVO
2004-12-03T00:00:00
23
64
28
1
1
2
2
95
99
99
17
93
73
12
46
27
98
79
51
2
23
86
1
1
68
0
ZIVO
2004-12-10T00:00:00
23
64
28
1
1
2
2
99
98
98
8
93
73
12
46
27
98
79
51
1
23
89
1
1
64
-0.142857
ZIVO
2004-12-17T00:00:00
23
64
28
1
1
1
1
100
98
98
8
93
73
12
92
27
98
79
51
1
22
89
2
1
65
-0.066667
ZIVO
2004-12-24T00:00:00
23
64
28
1
1
1
1
75
98
98
4
93
73
12
91
27
98
79
51
1
20
86
3
1
64
0.071429
ZIVO
2004-12-31T00:00:00
23
64
28
1
1
1
1
100
97
97
27
93
73
12
88
27
98
79
51
1
31
89
3
7
50
-0.083333
ZIVO
2005-01-07T00:00:00
23
64
28
1
1
2
48
11
98
98
3
93
73
12
60
27
98
79
51
22
43
94
4
5
52
0.181818
ZIVO
2005-01-14T00:00:00
23
64
28
1
1
2
49
97
98
98
25
93
73
12
79
27
98
79
51
22
48
94
6
5
50
-0.169231
ZIVO
2005-01-21T00:00:00
23
64
28
1
1
1
1
100
97
97
9
93
73
12
74
27
98
79
51
1
20
91
6
5
40
-0.259259
ZIVO
2005-01-28T00:00:00
23
64
28
1
1
1
2
94
97
97
17
93
73
12
64
27
98
79
51
1
20
91
5
4
38
0
ZIVO
2005-02-04T00:00:00
23
64
28
1
1
1
2
1
100
100
16
93
73
12
31
27
98
79
51
1
63
41
14
3
21
0.875
ZIVO
2005-02-11T00:00:00
23
64
28
1
1
1
1
5
100
100
19
93
73
12
26
27
98
79
51
1
56
32
13
4
17
0
ZIVO
2005-02-18T00:00:00
23
64
28
1
1
2
2
1
100
100
12
93
73
12
15
27
98
79
51
2
52
44
13
6
18
0.346667
ZIVO
2005-02-25T00:00:00
23
64
28
1
1
1
1
16
100
100
42
93
73
12
19
27
98
79
51
1
43
43
19
9
23
-0.059406
ZIVO
2005-03-04T00:00:00
23
64
28
1
1
1
52
1
100
100
5
93
73
12
12
27
98
79
51
22
40
32
28
8
30
0.210526
ZIVO
2005-03-11T00:00:00
23
64
28
1
1
1
3
5
100
100
11
93
73
12
3
27
98
79
51
1
43
32
25
8
28
0
ZIVO
2005-03-18T00:00:00
23
64
28
1
1
1
1
84
100
100
29
93
73
12
18
27
98
79
51
1
42
25
23
8
32
-0.217391
ZIVO
2005-03-25T00:00:00
23
64
28
1
1
1
1
73
100
100
1
93
73
12
19
27
98
79
51
1
53
26
14
9
30
0
ZIVO
2005-04-01T00:00:00
23
64
28
1
1
12
93
81
99
99
3
93
73
12
15
27
98
79
51
53
52
28
14
9
30
0
ZIVO
2005-04-08T00:00:00
23
64
28
1
1
10
97
53
99
99
30
93
73
12
12
27
98
79
51
54
51
31
14
9
32
0
ZIVO
2005-04-15T00:00:00
23
64
28
1
1
29
99
34
98
98
25
93
73
12
32
27
98
79
51
66
55
44
9
8
39
0
ZIVO
2005-04-22T00:00:00
23
64
28
1
1
24
91
100
99
99
1
93
73
12
6
27
98
79
51
59
34
44
4
7
48
-0.277778
ZIVO
2005-04-29T00:00:00
23
64
28
1
1
54
97
90
98
98
38
93
73
12
3
27
98
79
51
78
28
47
2
7
58
0
ZIVO
2005-05-06T00:00:00
23
64
28
1
1
56
100
100
98
98
36
93
73
12
12
27
98
79
51
82
25
48
1
7
48
-0.230769