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
⌀
ZVSA
2022-07-15T00:00:00
39
96
17
36
1
92
89
33
10
10
85
84
50
14
39
43
35
45
3
94
70
67.5
65.5
42.5
52.5
0.002012
ZVSA
2022-07-22T00:00:00
39
97
24
36
1
75
59
62
9
9
90
84
50
4
39
43
34
60
3
69
70
67.5
65.5
42.5
52.5
0
ZVSA
2022-07-29T00:00:00
39
96
4
36
1
82
67
69
8
8
67
84
50
50
39
43
34
16
3
81
70
67.5
65.5
42.5
52.5
0
ZVSA
2022-08-05T00:00:00
40
96
14
35
1
87
81
66
8
8
79
84
50
18
39
43
34
40
3
89
70
67.5
65.5
42.5
52.5
0.002008
ZVSA
2022-08-12T00:00:00
40
97
2
32
1
84
78
63
8
8
59
84
50
67
39
43
33
5
3
84
70
67.5
65.5
42.5
52.5
0.002004
ZVSA
2022-08-19T00:00:00
40
97
15
31
1
90
78
49
8
8
78
84
50
22
39
43
33
38
3
91
70
67.5
65.5
42.5
52.5
-0.001
ZVSA
2022-08-26T00:00:00
40
97
20
31
1
77
60
34
7
7
83
84
50
10
39
43
33
48
3
70
70
67.5
65.5
42.5
52.5
0
ZVSA
2022-09-02T00:00:00
40
97
11
31
96
81
62
28
5
5
74
83
50
46
39
43
33
32
3
76
21
76
38
77
33
-0.001001
ZVSA
2022-09-09T00:00:00
40
97
27
31
46
85
73
41
3
3
90
83
50
38
39
43
33
69
3
85
22
80
35
75
35
0.002004
ZVSA
2022-09-16T00:00:00
40
97
18
31
46
75
48
36
5
5
99
83
50
42
39
43
33
45
3
63
23
82
36
75
37
-0.003
ZVSA
2022-09-23T00:00:00
40
97
6
31
46
61
38
7
6
6
95
82
50
50
39
43
32
21
3
46
21
83
56
75
71
0.004012
ZVSA
2022-09-30T00:00:00
40
97
4
31
47
60
38
28
7
7
92
82
50
53
39
43
32
13
3
47
21
89
67
72
60
-0.001998
ZVSA
2022-10-07T00:00:00
40
97
4
31
48
54
39
37
6
6
89
82
50
53
39
43
32
14
3
45
19
88
66
71
58
0.001001
ZVSA
2022-10-14T00:00:00
40
97
22
31
49
59
46
27
7
7
58.5
82
50
40
39
43
32
55
3
52
19
90
62
77
65
0.003
ZVSA
2022-10-21T00:00:00
40
97
16
31
51
68
60
43
6
6
58.5
82
50
44
39
43
32
42
3
66
11
63
26
89
42
0.001994
ZVSA
2022-10-28T00:00:00
40
97
20
31
52
74
67
70
6
6
58.5
82
50
40
39
43
32
50
3
72
14
75
34
91
38
-0.00199
ZVSA
2022-11-04T00:00:00
28
96
27
1
52
74
65
50
6
6
5
80
50
33
39
43
100
77
3
73
12
68
29
91
34
0.002991
ZVSA
2022-11-11T00:00:00
28
97
27
1
57
72
67
58
6
6
7
80
50
33
39
43
100
77
3
70
14
70
39
92
34
0.002982
ZVSA
2022-11-18T00:00:00
28
97
27
1
57
87
90
37
6
6
19
80
50
26
39
43
100
77
3
91
9
50
50
80
42
0.00446
ZVSA
2022-11-25T00:00:00
28
97
27
1
57
82
80
45
6
6
46
80
50
15
39
43
100
77
3
83
8
46
44
83
41
0.005427
ZVSA
2022-12-02T00:00:00
29
97
27
1
55
78
71
48
6
6
22
80
50
24
39
43
100
77
3
76
11
47
59
78
45
0.000981
ZVSA
2022-12-09T00:00:00
28
97
27
1
55
83
82
70
16
16
14
80
50
28
39
43
100
77
3
86
41
87
18
86
52
-0.05
ZVSA
2022-12-16T00:00:00
25
94
33
1
48
81
70
100
88
88
37
90
50
2
39
43
100
85
3
78
93
95
89
65
61
-0.667699
ZVSA
2022-12-23T00:00:00
24
93
35
1
46
67
43
100
88
88
7
92
50
7
99
43
100
88
3
54
94
95
94
48
84
-0.332298
ZVSA
2022-12-30T00:00:00
23
91
37
1
44
71
53
100
89
89
30
94
50
2
100
43
100
90
3
62
95
98
92
31
71
-0.269767
ZVSA
2023-01-06T00:00:00
22
91
37
1
44
66
48
95
87
87
15
94
50
5
100
43
100
90
3
58
95
97
89
34
73
0.025478
ZVSA
2023-01-13T00:00:00
25
94
33
1
7
74
59
13
96
96
43
90
50
3
99
43
100
86
3
71
78
65
87
26
41
1.149068
ZVSA
2023-01-20T00:00:00
23
92
36
1
6
76
58
89
96
96
8
93
50
9
99
43
100
89
3
71
83
75
94
25
41
-0.375723
ZVSA
2023-01-27T00:00:00
23
92
36
1
5
72
54
88
96
96
65
93
50
1
99
43
100
89
3
67
84
74
94
24
42
-0.027778
ZVSA
2023-02-03T00:00:00
23
92
35
1
4
50
36
48
96
96
46
93
50
2
99
43
100
89
3
40
84
76
95
24
41
0.157143
ZVSA
2023-02-10T00:00:00
23
91
36
1
4
7
2
86
96
96
62
94
50
2
99
43
100
90
3
4
83
78
95
22
44
-0.168724
ZVSA
2023-02-17T00:00:00
24
90
35
3
4
4
1
6
96
96
23
94
50
30
99
43
99
91
3
2
82
76
94
23
48
0.163366
ZVSA
2023-02-24T00:00:00
24
90
36
3
4
3
1
82
95
95
4
95
50
37
99
43
99
91
3
2
70
64
94
26
37
-0.089362
ZVSA
2023-03-03T00:00:00
24
89
36
3
4
2
1
75
94
94
47
95
50
23
100
43
99
91
3
1
69
73
95
25
38
-0.028037
ZVSA
2023-03-10T00:00:00
24
90
35
3
4
5
29
33
94
94
4
94
50
37
99
43
99
91
3
10
74
75
93
20
50
0.009615
ZVSA
2023-03-17T00:00:00
24
89
36
3
4
2
2
89
94
94
14
95
50
33
91
43
99
91
3
1
68
70
91
22
49
-0.161905
ZVSA
2023-03-24T00:00:00
24
91
34
3
2
2
2
3
92
92
8
94
50
35
86
43
99
90
3
1
57
76
87
29
50
0.238636
ZVSA
2023-03-31T00:00:00
16
88
4
26
2
2
15
89
91
91
29
94
50
71
85
43
56
79
3
5
66
77
87
25
58
-0.114679
ZVSA
2023-04-07T00:00:00
16
88
4
26
1
2
9
90
90
90
26
95
50
72
85
43
56
80
3
3
66
77
85
26
59
-0.103627
ZVSA
2023-04-14T00:00:00
16
88
4
26
1
2
58
75
90
90
19
95
50
72
75
43
55
80
3
25
66
76
86
25
60
0.034682
ZVSA
2023-04-21T00:00:00
16
89
4
27
1
2
15
92
89
89
5
95
50
72
58
43
55
80
3
7
66
75
87
26
60
-0.067039
ZVSA
2023-04-28T00:00:00
14
87
4
27
1
2
14
100
95
95
13
98
50
10
78
43
55
82
3
7
68
58
76
35
62
-0.721856
ZVSA
2023-05-05T00:00:00
14
88
4
27
1
3
48
88
95
95
21
97
50
9
73
43
55
82
3
24
70
61
71
37
65
0.209042
ZVSA
2023-05-12T00:00:00
14
86
25
18
1
3
11
100
95
95
72
98
50
62
80
43
73
86
3
6
70
52
77
40
60
-0.18109
ZVSA
2023-05-19T00:00:00
13
86
25
18
1
5
82
96
95
95
64
98
50
64
76
43
72
87
3
43
71
50
77
38
61
-0.081974
ZVSA
2023-05-26T00:00:00
13
86
26
18
1
3
18
97
94
94
49
98
50
69
74
43
72
87
3
9
67
49
75
39
62
-0.063477
ZVSA
2023-06-02T00:00:00
12
86
25
18
1
3
11
97
94
94
79
99
50
57
71
43
72
87
3
6
68
37
73
40
54
-0.051593
ZVSA
2023-06-09T00:00:00
12
85
25
18
1
4
28
71
93
93
90
98
50
51
66
43
72
87
3
14
63
31
69
45
54
0.053333
ZVSA
2023-06-16T00:00:00
12
85
26
18
1
3
17
98
93
93
61
99
50
64
73
43
72
88
3
8
64
35
69
44
57
-0.164557
ZVSA
2023-06-23T00:00:00
12
85
26
18
1
1
1
99
93
93
88
100
50
52
74
43
72
89
3
1
66
32
70
39
53
-0.211515
ZVSA
2023-06-30T00:00:00
11
85
25
18
1
1
1
98
92
92
85
100
50
54
67
43
72
88
3
1
66
34
69
38
54
-0.056495
ZVSA
2023-07-07T00:00:00
12
85
25
18
1
1
1
78
89
89
87
99
50
56
67
43
72
88
3
1
63
29
56
40
57
0.058248
ZVSA
2023-07-14T00:00:00
12
85
25
18
1
1
1
93
87
87
74
99
50
62
75
43
72
88
3
1
66
33
59
41
57
-0.042725
ZVSA
2023-07-21T00:00:00
11
85
26
18
1
1
2
99
87
87
98
100
50
60
81
43
72
89
3
1
71
41
59
34
58
-0.202252
ZVSA
2023-07-28T00:00:00
11
85
26
18
1
1
1
99
87
87
96
100
50
63
71
43
72
89
3
1
72
43
58
37
57
-0.148185
ZVSA
2023-08-04T00:00:00
11
84
26
18
1
1
5
89
87
87
98
100
50
60
75
43
72
89
3
2
75
48
61
36
58
0.005917
ZVSA
2023-08-11T00:00:00
11
85
26
18
1
1
2
85
86
86
94
100
50
69
75
43
71
89
3
1
74
49
58
36
55
-0.027647
ZVSA
2023-08-18T00:00:00
11
84
26
17
1
1
1
81
84
84
99
100
50
57
69
43
71
88
3
1
71
53
59
40
56
-0.059286
ZVSA
2023-08-25T00:00:00
1
82
19
24
1
1
2
87
83
83
79
99
50
55
50
43
82
86
3
1
68
49
44
23
60
-0.044373
ZVSA
2023-09-01T00:00:00
1
83
10
24
1
1
3
95
81
81
51
100
50
67
49
43
82
86
3
1
69
51
38
28
50
-0.054509
ZVSA
2023-09-08T00:00:00
1
82
18
24
1
1
3
95
80
80
80
100
50
55
52
43
82
86
3
1
68
47
39
35
55
-0.103203
ZVSA
2023-09-15T00:00:00
1
82
11
24
1
1
2
18
86
86
65
99
50
61
40
43
82
85
3
1
70
47
47
33
59
0.18254
ZVSA
2023-09-22T00:00:00
1
82
10
24
1
1
1
75
86
86
59
100
50
64
34
43
82
85
3
1
83
83
13
55
84
-0.110738
ZVSA
2023-09-29T00:00:00
1
82
10
24
1
1
2
70
84
84
57
100
50
65
21
43
82
85
3
1
77
71
5
63
88
-0.022642
ZVSA
2023-10-06T00:00:00
1
81
22
24
1
1
5
88
83
83
81
100
50
52
22
43
82
86
3
2
77
70
5
64
88
-0.073359
ZVSA
2023-10-13T00:00:00
1
82
10
24
1
1
7
19
84
84
8
99
50
65
18
43
82
85
3
3
79
67
21
73
86
0.0825
ZVSA
2023-10-20T00:00:00
1
82
10
24
1
1
8
44
83
83
3
99
50
67
15
43
82
85
3
3
83
65
25
79
82
-0.034642
ZVSA
2023-10-27T00:00:00
1
82
10
24
1
1
6
84
84
84
15
99
50
62
8
43
82
85
3
3
81
58
31
78
82
-0.122807
ZVSA
2023-11-03T00:00:00
1
82
15
24
1
1
6
98
84
84
25
100
50
58
14
43
82
86
3
3
86
61
49
82
76
-0.201818
ZVSA
2023-11-10T00:00:00
1
82
17
23
1
1
45
98
85
85
24
100
50
58
14
43
82
86
3
20
86
69
48
86
80
-0.244875
ZVSA
2023-11-17T00:00:00
6
81
10
19
1
1
19
66
89
89
63
99
50
8
10
43
66
85
3
9
78
64
52
98
66
0.233786
ZVSA
2023-11-24T00:00:00
6
81
9
19
1
1
18
61
88
88
66
99
50
7
10
43
65
85
3
8
83
66
53
99
70
0.007335
ZVSA
2023-12-01T00:00:00
5
83
10
19
1
1
15
98
89
89
52
100
50
8
13
43
65
86
3
7
93
61
65
97
53
-0.271845
ZVSA
2023-12-08T00:00:00
6
81
9
19
1
1
48
100
93
93
43
99
50
7
24
43
65
85
3
23
93
74
68
99
41
-0.571905
ZVSA
2023-12-15T00:00:00
6
81
9
19
1
2
47
99
92
92
43
99
50
2
34
43
66
85
3
22
93
78
65
99
50
-0.137931
ZVSA
2023-12-22T00:00:00
6
81
9
19
1
2
17
91
92
92
43
99
50
3
38
43
66
85
3
8
94
74
68
98
39
0.057806
ZVSA
2023-12-29T00:00:00
6
81
9
19
1
1
5
53
92
92
44
99
50
4
36
28
66
85
60
2
88
72
62
97
42
0.097829
ZVSA
2024-01-05T00:00:00
6
82
9
19
1
1
3
56
91
91
50
99
50
8
41
28
66
85
61
2
94
94
82
82
37
-0.022222
ZVSA
2024-01-12T00:00:00
6
82
9
19
1
2
8
96
91
91
60
99
50
5
43
28
66
85
60
4
89
90
84
74
21
-0.143636
ZVSA
2024-01-19T00:00:00
5
82
10
19
1
2
10
99
91
91
65
100
50
1
56
28
66
86
59
5
83
93
84
61
27
-0.27017
ZVSA
2024-01-26T00:00:00
6
80
10
19
1
1
3
68
92
92
73
99
50
1
55
28
66
86
59
1
85
89
81
55
27
0.201273
ZVSA
2024-02-02T00:00:00
5
82
10
19
1
1
1
95
91
91
71
99
50
2
53
28
66
86
59
1
85
89
81
56
24
-0.115786
ZVSA
2024-02-09T00:00:00
5
83
10
19
1
1
1
75
91
91
70
99
50
3
54
29
66
86
60
1
84
89
81
55
20
-0.000856
ZVSA
2024-02-16T00:00:00
5
82
10
19
1
1
1
80
88
88
70
99
50
3
59
29
66
86
59
1
86
93
84
57
17
0.010622
ZVSA
2024-02-23T00:00:00
6
81
9
19
1
1
2
4
91
91
78
99
50
1
50
30
65
85
59
1
77
93
77
49
21
0.357857
ZVSA
2024-03-01T00:00:00
6
80
9
19
1
1
10
2
92
92
81
99
50
1
29
31
65
84
59
4
76
81
73
52
14
0.298377
ZVSA
2024-03-08T00:00:00
6
82
9
19
1
1
3
20
91
91
61
99
50
6
23
32
65
84
60
2
76
81
76
55
13
-0.087115
ZVSA
2024-03-15T00:00:00
6
81
10
19
1
1
2
80
91
91
69
99
50
3
26
33
65
85
59
1
80
84
83
48
12
-0.177902
ZVSA
2024-03-22T00:00:00
6
82
9
19
1
1
5
65
90
90
70
99
50
4
28
33
65
85
59
2
79
85
82
47
14
0.045484
ZVSA
2024-03-29T00:00:00
1
78
14
7
1
1
3
85
89
89
88
98
50
1
31
27
52
78
60
2
70
81
86
66
17
-0.080882
ZVSA
2024-04-05T00:00:00
1
79
11
7
1
1
5
82
88
88
85
98
50
6
22
27
52
78
62
2
68
83
84
70
14
-0.021867
ZVSA
2024-04-12T00:00:00
1
77
16
7
1
1
8
81
87
87
81
98
50
1
20
17
52
78
2
3
67
82
85
71
13
-0.03217
ZVSA
2024-04-19T00:00:00
1
78
14
7
1
1
80
95
88
88
77
99
50
1
22
16
52
79
1
37
66
78
85
71
12
-0.174648
ZVSAW
2022-02-18T00:00:00
50
50
50
50
2
45
49
39
83
83
68
50
50
50
50
50
50
50
50
44
32.5
23
1
40
91.5
0.047619
ZVSAW
2022-02-25T00:00:00
50
50
50
50
2
45
49
48
83
83
66
50
50
50
50
50
50
50
50
44
32.5
23
1
40
91.5
0
ZVSAW
2022-03-04T00:00:00
50
50
50
50
2
45
49
68
30
30
62
50
50
50
50
50
50
50
50
44
32.5
23
1
40
91.5
-0.045455
ZVSAW
2022-03-11T00:00:00
50
50
50
50
2
45
49
88
42
42
60
50
50
50
50
50
50
50
50
44
32.5
23
1
40
91.5
-0.095238
ZVSAW
2022-03-18T00:00:00
50
50
50
50
2
45
49
73
52
52
58
50
50
50
50
50
50
50
50
46
32.5
23
1
40
91.5
0.052632
ZVSAW
2022-03-25T00:00:00
50
50
50
50
2
45
49
13
59
59
57
50
50
50
50
50
50
50
50
46
32.5
23
1
40
91.5
0.09
ZVSAW
2022-04-01T00:00:00
50
50
50
50
2
45
49
97
74
74
56
50
50
50
50
50
50
50
50
46
32.5
23
1
40
91.5
-0.174312