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
⌀
AACG
2022-02-04T00:00:00
9
72
72
40
67
12
12
73
100
100
23
87
17
83
9
4
89
70
10
11
71
69
85
17
47
0.006452
AACG
2022-02-11T00:00:00
9
73
72
40
82
7
3
63
100
100
14
87
17
86
15
4
89
69
10
4
71
69
88
17
47
0.00641
AACG
2022-02-18T00:00:00
9
74
73
39
73
6
3
95
100
100
20
88
17
84
17
5
89
70
10
4
67
64
82
15
53
-0.11465
AACG
2022-02-25T00:00:00
9
76
73
39
88
6
2
89
100
100
10
87
18
86
16
7
89
70
9
3
67
67
79
14
54
-0.021583
AACG
2022-03-04T00:00:00
9
77
73
39
68
83
99
92
100
100
23
88
18
83
36
7
89
70
9
94
61
63
72
14
56
-0.110294
AACG
2022-03-11T00:00:00
9
77
73
39
47
35
88
84
100
100
52
88
27
80
30
7
89
70
9
62
60
61
71
16
55
-0.024793
AACG
2022-03-18T00:00:00
26
80
43
38
50
35
70
15
97
97
59
88
30
86
11
4
89
69
12
51
59
60
71
16
55
0.211864
AACG
2022-03-25T00:00:00
26
81
43
38
92
30
40
21
93
93
46
88
29
86
8
4
89
69
12
34
58
64
68
15
58
0.013986
AACG
2022-04-01T00:00:00
26
81
44
38
78
27
35
28
93
93
57
88
30
86
10
79
89
68
20
29
53
53
66
17
50
-0.006897
AACG
2022-04-08T00:00:00
26
83
45
38
72
27
37
95
93
93
57
88
30
86
44
79
89
69
20
29
46
49
62
17
54
-0.159722
AACG
2022-04-15T00:00:00
26
84
45
38
88
24
12
68
93
93
64
88
30
86
52
79
90
68
21
16
44
49
60
17
57
0.016529
AACG
2022-04-22T00:00:00
27
84
45
38
92
24
13
61
93
93
60
88
29
86
29
79
90
68
21
17
44
48
58
17
60
-0.01626
AACG
2022-04-29T00:00:00
27
83
45
38
95
20
12
55
92
92
56
87
29
85
18
82
90
68
22
14
47
48
59
17
57
-0.024793
AACG
2022-05-06T00:00:00
27
83
45
39
83
21
14
65
91
91
69
87
30
84
48
82
89
69
21
16
44
47
61
18
59
-0.033898
AACG
2022-05-13T00:00:00
14
81
74
38
81
28
71
74
89
89
75
88
30
84
39
53
90
65
22
46
44
47
60
17
59
-0.078947
AACG
2022-05-20T00:00:00
14
85
74
38
95
27
68
80
88
88
75
88
30
84
19
53
90
66
21
45
43
48
60
17
59
-0.038095
AACG
2022-05-27T00:00:00
14
84
75
38
88
25
80
71
82
82
75
88
30
84
13
52
90
66
21
53
45
44
57
14
54
0.044554
AACG
2022-06-03T00:00:00
14
84
75
39
82
20
17
85
81
81
76
88
30
84
9
52
90
66
21
16
47
43
57
14
58
-0.033175
AACG
2022-06-10T00:00:00
14
82
75
39
74
22
36
11
82
82
76
88
30
84
26
52
90
65
20
27
48
48
51
14
50
0.077451
AACG
2022-06-17T00:00:00
15
82
74
39
75
25
31
48
77
77
76
88
30
84
15
52
90
65
22
26
58
54
51
13
61
-0.074613
AACG
2022-06-24T00:00:00
15
81
74
39
82
27
31
16
76
76
76
88
30
84
13
52
90
65
21
27
60
48
51
13
63
0.061947
AACG
2022-07-01T00:00:00
14
81
74
39
88
27
32
50
75
75
76
88
30
84
10
59
90
65
21
28
59
41
51
15
58
-0.018519
AACG
2022-07-08T00:00:00
15
79
74
39
90
28
28
4
84
84
75
87
30
85
22
59
90
64
21
28
59
37
49
14
53
0.198113
AACG
2022-07-15T00:00:00
15
77
74
39
92
26
24
5
83
83
75
86
30
85
7
98
90
64
21
24
59
32
53
15
57
0.007874
AACG
2022-07-22T00:00:00
16
73
73
39
91
27
25
1
87
87
74
85
30
85
2
98
90
63
23
25
56
29
57
15
56
0.226563
AACG
2022-07-29T00:00:00
16
71
73
39
76
26
20
6
86
86
73
85
30
85
3
99
90
63
24
21
56
35
55
13
53
0.044586
AACG
2022-08-05T00:00:00
16
69
72
38
84
33
68
5
85
85
73
84
29
84
2
98
90
62
24
49
54
34
57
14
53
0.128659
AACG
2022-08-12T00:00:00
13
63
71
36
85
32
54
33
83
83
67
85
28
82
2
3
90
64
26
41
60
50
55
11
60
-0.016748
AACG
2022-08-19T00:00:00
14
50
69
36
92
33
78
1
93
93
57
81
29
82
1
3
90
62
28
55
60
37
33
16
70
0.428571
AACG
2022-08-26T00:00:00
14
49
69
36
72
34
59
11
93
93
60
82
28
82
1
4
90
62
28
45
57
39
32
14
73
-0.05
AACG
2022-09-02T00:00:00
14
52
70
36
88
54
95
49
94
94
57
82
29
82
1
4
89
62
28
81
56
32
35
17
72
-0.11336
AACG
2022-09-09T00:00:00
13
57
70
35
72
48
96
85
94
94
58
83
28
82
1
4
89
63
27
75
54
25
39
21
68
-0.068493
AACG
2022-09-16T00:00:00
13
59
71
35
83
67
100
89
94
94
57
84
29
82
2
4
89
63
27
91
32
9
9
56
79
-0.112745
AACG
2022-09-23T00:00:00
14
59
71
35
96
76
100
63
93
93
57
83
29
82
2
4
89
63
27
92
26
18
5
53
65
-0.041436
AACG
2022-09-30T00:00:00
14
57
71
35
84
87
99
70
92
92
52
83
29
82
2
4
89
63
27
97
25
17
5
53
65
-0.014409
AACG
2022-10-07T00:00:00
14
56
70
35
96
86
95
13
91
91
28
82
29
82
1
4
89
62
29
95
32
14
7
62
55
0.105263
AACG
2022-10-14T00:00:00
14
55
70
36
93
94
100
27
90
90
35
82
29
82
1
4
89
62
28
99
28
12
7
60
53
-0.010582
AACG
2022-10-21T00:00:00
14
56
71
36
84
93
100
64
89
89
51
82
29
82
3
4
89
62
28
98
28
14
6
57
61
-0.026738
AACG
2022-10-28T00:00:00
14
58
71
36
88
92
94
82
78
78
43
83
29
82
5
4
89
63
28
95
35
24
15
57
47
-0.021978
AACG
2022-11-04T00:00:00
14
58
70
36
92
91
54
55
77
77
37
82
29
81
8
4
89
62
28
77
34
25
16
60
46
0.011236
AACG
2022-11-11T00:00:00
14
60
70
35
94
71
34
74
72
72
25
82
90
80
10
10
88
62
28
53
41
35
24
70
39
-0.005556
AACG
2022-11-18T00:00:00
14
59
70
35
91
74
47
68
70
70
29
82
90
77
32
10
88
62
29
62
42
40
22
76
38
-0.005587
AACG
2022-11-25T00:00:00
14
61
70
35
88
74
39
85
66
66
31
82
90
76
45
9
88
62
29
57
51
32
18
77
45
-0.033708
AACG
2022-12-02T00:00:00
20
61
71
37
83
92
75
90
67
67
59
83
90
72
49
8
87
55
29
87
50
40
21
73
53
-0.052326
AACG
2022-12-09T00:00:00
20
64
71
36
85
92
74
89
70
70
54
84
90
74
58
8
87
56
29
86
47
40
19
75
55
-0.09816
AACG
2022-12-16T00:00:00
20
60
71
36
83
88
50
52
67
67
61
83
90
71
63
8
87
55
29
70
45
45
9
78
58
0.047619
AACG
2022-12-23T00:00:00
20
62
71
36
83
80
35
80
67
67
60
83
90
72
84
8
88
55
28
57
46
46
10
73
65
-0.064935
AACG
2022-12-30T00:00:00
20
67
71
37
88
83
48
94
70
70
50
84
90
76
88
8
88
56
28
67
51
56
9
63
56
-0.115972
AACG
2023-01-06T00:00:00
20
65
71
37
92
78
37
59
76
76
46
84
90
78
53
8
88
55
29
59
51
52
13
62
59
0.109191
AACG
2023-01-13T00:00:00
20
66
71
37
82
77
32
96
73
73
76
85
90
68
83
8
88
56
28
53
56
64
11
63
67
-0.029745
AACG
2023-01-20T00:00:00
20
66
71
37
82
64
26
70
74
74
74
84
90
69
95
8
88
56
28
40
58
67
12
61
66
0
AACG
2023-01-27T00:00:00
20
66
71
37
83
50
14
53
74
74
70
84
90
71
96
8
88
56
29
28
58
69
11
59
65
0.035766
AACG
2023-02-03T00:00:00
20
65
70
37
83
42
13
28
74
74
70
84
90
71
97
8
88
56
25
25
58
70
11
60
66
0.058492
AACG
2023-02-10T00:00:00
20
61
69
37
86
51
26
4
78
78
64
83
90
76
94
8
88
55
26
37
64
62
11
74
51
0.158455
AACG
2023-02-17T00:00:00
21
54
69
36
90
44
21
2
82
82
60
81
90
78
94
8
88
54
27
31
63
62
8
74
58
0.235632
AACG
2023-02-24T00:00:00
21
57
69
36
85
35
12
36
84
84
68
82
91
74
97
7
88
54
27
21
71
56
8
73
55
-0.130233
AACG
2023-03-03T00:00:00
21
56
69
36
83
38
16
25
78
78
74
81
91
69
97
7
88
54
27
22
73
60
8
71
56
0.02139
AACG
2023-03-10T00:00:00
22
52
68
36
83
31
5
9
75
75
74
80
91
70
90
7
88
54
28
11
77
65
7
54
66
0.04712
AACG
2023-03-17T00:00:00
22
53
68
36
87
30
8
34
75
75
70
80
91
74
86
6
88
54
27
12
66
47
9
55
63
-0.05
AACG
2023-03-24T00:00:00
22
53
68
36
88
31
25
44
75
75
70
80
91
75
81
6
88
54
27
19
69
45
10
52
63
-0.010526
AACG
2023-03-31T00:00:00
49
56
43
40
82
34
48
61
73
73
69
80
80
77
71
79
88
60
78
38
71
46
9
54
64
0.026596
AACG
2023-04-07T00:00:00
49
57
43
40
82
78
88
71
73
73
69
80
80
78
82
79
88
60
78
88
73
48
8
55
64
-0.046632
AACG
2023-04-14T00:00:00
49
58
43
40
83
93
97
66
72
72
68
80
80
79
83
79
88
60
80
98
73
53
7
58
62
0.005435
AACG
2023-04-21T00:00:00
49
57
43
40
92
87
91
43
70
70
49
79
80
79
74
79
88
60
80
93
71
46
7
58
61
0.016216
AACG
2023-04-28T00:00:00
49
58
43
40
85
87
89
73
62
62
60
80
80
79
68
80
88
60
79
91
80
41
32
46
34
-0.039894
AACG
2023-05-05T00:00:00
49
54
43
41
83
93
96
29
56
56
71
79
82
79
79
81
88
60
82
97
82
44
30
48
37
0.030471
AACG
2023-05-12T00:00:00
15
57
69
42
84
93
88
92
65
65
69
81
82
78
90
47
87
56
83
94
88
44
42
45
35
-0.139785
AACG
2023-05-19T00:00:00
14
62
70
42
90
91
82
95
64
64
58
81
82
77
96
46
86
56
83
90
88
39
39
39
36
-0.075
AACG
2023-05-26T00:00:00
14
61
70
42
89
88
71
80
64
64
61
81
82
77
96
47
86
56
83
82
91
38
42
37
34
0.010135
AACG
2023-06-02T00:00:00
14
63
70
42
93
85
48
89
63
63
55
81
82
77
93
47
86
56
82
69
92
33
47
38
32
-0.006689
AACG
2023-06-09T00:00:00
14
67
71
42
87
79
46
97
66
66
63
82
82
77
97
46
86
57
81
64
94
57
54
36
31
-0.131313
AACG
2023-06-16T00:00:00
14
66
70
42
95
84
59
59
70
70
52
82
82
77
96
46
86
56
82
76
87
50
50
28
41
0.093023
AACG
2023-06-23T00:00:00
14
65
70
42
86
68
41
76
69
69
66
81
82
77
95
46
86
57
82
53
87
49
50
25
39
-0.035461
AACG
2023-06-30T00:00:00
14
65
70
42
85
80
70
27
69
69
68
81
83
77
92
46
86
56
83
80
88
46
60
28
30
0.051471
AACG
2023-07-07T00:00:00
14
64
70
42
85
47
24
77
68
68
70
81
83
79
90
46
86
56
83
33
87
44
57
27
35
-0.034965
AACG
2023-07-14T00:00:00
14
63
70
42
84
34
14
24
70
70
71
81
83
80
86
84
86
56
82
20
85
42
59
26
40
0.072464
AACG
2023-07-21T00:00:00
14
66
70
42
86
40
14
80
69
69
67
81
83
80
85
84
86
56
80
23
88
52
60
20
43
-0.060811
AACG
2023-07-28T00:00:00
14
67
70
41
85
36
10
79
68
68
71
82
84
80
84
83
86
56
82
19
89
52
59
20
43
-0.014388
AACG
2023-08-04T00:00:00
14
69
70
40
93
26
5
82
67
67
57
82
85
80
84
83
86
56
83
13
86
50
57
21
43
-0.036496
AACG
2023-08-11T00:00:00
13
66
71
38
89
20
12
75
65
65
71
82
83
79
88
8
87
55
83
13
87
45
51
25
37
-0.022727
AACG
2023-08-18T00:00:00
13
65
71
38
85
23
13
66
61
61
72
82
82
77
74
8
86
55
83
15
92
46
56
18
39
-0.031008
AACG
2023-08-25T00:00:00
13
64
71
38
84
27
35
72
57
57
74
82
83
77
72
7
86
55
83
28
92
47
64
23
36
-0.016
AACG
2023-09-01T00:00:00
13
66
71
38
91
24
22
57
56
56
54
82
83
77
77
7
86
55
82
19
93
48
60
25
30
0.02439
AACG
2023-09-08T00:00:00
13
66
71
38
85
30
57
80
56
56
62
82
83
77
78
7
86
55
82
41
91
41
65
34
40
-0.063492
AACG
2023-09-15T00:00:00
13
68
71
38
84
23
22
85
54
54
70
82
83
77
79
8
86
55
82
18
89
45
52
40
32
-0.042373
AACG
2023-09-22T00:00:00
13
66
71
38
84
23
17
49
50
50
71
82
83
77
75
8
86
55
83
17
88
37
62
37
25
0.00885
AACG
2023-09-29T00:00:00
13
68
71
38
90
22
16
68
48
48
56
82
83
77
72
8
86
55
83
16
87
36
62
37
24
-0.017544
AACG
2023-10-06T00:00:00
13
66
71
38
85
26
19
53
47
47
64
82
83
77
56
8
86
55
83
20
88
36
62
35
24
-0.017857
AACG
2023-10-13T00:00:00
13
67
71
37
90
28
25
51
43
43
72
82
83
77
56
8
86
55
83
24
88
37
65
39
25
0
AACG
2023-10-20T00:00:00
13
66
71
37
84
25
24
68
44
44
81
82
83
78
53
8
86
55
83
22
74
57
61
18
54
-0.045455
AACG
2023-10-27T00:00:00
13
69
71
37
91
25
29
81
49
49
67
82
84
79
64
8
86
55
83
25
64
26
85
14
46
-0.085714
AACG
2023-11-03T00:00:00
13
69
72
37
94
25
21
82
45
45
64
82
83
78
61
8
86
55
83
21
69
36
86
14
55
0.03125
AACG
2023-11-10T00:00:00
13
71
72
37
85
24
17
90
54
54
62
83
83
78
66
41
86
55
83
18
70
63
85
17
71
-0.136364
AACG
2023-11-17T00:00:00
20
71
74
37
92
29
36
61
58
58
53
82
83
78
61
80
84
57
85
31
56
54
87
51
43
0.087719
AACG
2023-11-24T00:00:00
20
71
74
37
87
28
29
77
58
58
58
82
83
77
67
77
84
57
85
26
60
56
88
47
45
-0.005376
AACG
2023-12-01T00:00:00
20
74
75
37
88
30
36
91
57
57
56
83
83
76
78
76
84
58
86
31
65
61
89
53
34
-0.07027
AACG
2023-12-08T00:00:00
20
73
76
37
86
32
43
93
57
57
60
83
83
75
77
76
84
58
84
35
70
65
89
50
37
-0.05814
AACG
2023-12-15T00:00:00
20
74
75
36
92
29
34
68
57
57
53
83
83
78
74
76
84
58
86
29
70
54
92
49
28
0.049383
AACG
2023-12-22T00:00:00
20
75
75
36
87
26
24
90
57
57
57
83
83
76
82
76
84
58
86
23
73
61
89
50
27
-0.043529
AACG
2023-12-29T00:00:00
21
68
74
36
84
25
19
3
79
79
65
81
83
72
61
76
84
57
88
19
18
57
56
37
43
0.426814