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
⌀
A
2022-11-25T00:00:00
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82
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16
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61
61
20
36
26
72
28
0.073671
A
2022-12-02T00:00:00
76
3
62
83
89
69
77
31
34
34
88
5
34
88
16
64
60
76
60
74
15
41
24
72
32
-0.008217
A
2022-12-09T00:00:00
76
3
62
83
91
67
67
30
33
33
87
5
34
88
14
64
60
75
60
67
14
38
24
70
38
-0.017475
A
2022-12-16T00:00:00
76
3
62
83
64
78
81
52
32
32
95
5
41
88
16
47
60
75
57
83
15
37
30
70
36
-0.023858
A
2022-12-23T00:00:00
79
3
61
89
89
88
85
49
31
31
89
5
41
90
15
48
45
75
72
89
11
39
46
74
38
-0.000469
A
2022-12-30T00:00:00
78
3
60
89
89
85
78
44
31
31
90
5
41
90
18
47
45
74
72
85
12
36
40
77
40
0.004321
A
2023-01-06T00:00:00
79
3
60
89
88
93
88
83
29
29
88
5
41
91
32
48
45
74
72
94
11
48
28
81
32
-0.013233
A
2023-01-13T00:00:00
78
3
60
89
88
90
84
45
31
31
86
5
41
92
25
48
45
74
72
90
11
41
30
79
28
0.062642
A
2023-01-20T00:00:00
79
3
60
89
80
95
96
51
29
29
91
5
41
91
31
48
45
74
72
98
12
45
33
79
28
-0.006374
A
2023-01-27T00:00:00
79
3
60
89
68
94
88
58
28
28
95
5
41
92
35
48
45
74
73
95
13
38
36
83
30
-0.001474
A
2023-02-03T00:00:00
79
3
60
89
92
95
89
81
23
23
81
5
41
89
41
47
45
75
73
96
11
38
35
86
34
-0.007322
A
2023-02-10T00:00:00
79
3
59
89
93
92
75
66
22
22
82
5
41
88
50
46
45
74
73
89
10
40
32
87
36
-0.012944
A
2023-02-17T00:00:00
80
3
60
88
85
91
66
83
23
23
89
6
42
88
61
43
45
74
73
83
10
47
32
87
29
-0.028119
A
2023-02-24T00:00:00
80
3
60
88
76
91
71
77
26
26
93
6
42
87
68
43
45
74
73
87
9
60
28
83
34
-0.047622
A
2023-03-03T00:00:00
79
4
60
76
92
86
33
67
26
26
75
6
40
88
64
51
59
75
82
62
13
31
25
85
37
0.019337
A
2023-03-10T00:00:00
79
4
59
76
84
90
61
57
24
24
79
6
40
87
85
52
58
75
83
83
12
32
27
85
32
-0.057046
A
2023-03-17T00:00:00
79
4
59
75
77
88
55
51
22
22
83
6
40
87
75
53
58
75
83
79
15
29
30
84
30
-0.018716
A
2023-03-24T00:00:00
79
4
59
75
77
83
46
61
19
19
83
6
40
87
82
53
58
74
82
70
19
26
32
82
31
-0.00916
A
2023-03-31T00:00:00
79
4
59
74
76
75
35
38
22
22
83
6
39
87
84
55
57
74
82
57
16
27
32
85
26
0.048349
A
2023-04-07T00:00:00
78
4
59
74
81
77
33
30
21
21
82
6
39
89
83
59
56
74
81
57
15
23
40
78
21
-0.000607
A
2023-04-14T00:00:00
78
4
59
74
88
66
22
35
21
21
80
6
39
90
88
59
56
74
81
40
16
21
41
78
21
0.008472
A
2023-04-21T00:00:00
78
4
59
74
73
51
21
46
21
21
82
6
39
90
91
58
56
74
81
33
15
16
44
78
21
-0.005025
A
2023-04-28T00:00:00
78
4
58
76
91
54
26
63
20
20
78
6
39
90
92
59
56
74
81
38
16
15
51
77
18
-0.022171
A
2023-05-05T00:00:00
79
4
58
78
87
54
36
60
18
18
78
6
40
85
89
60
56
75
83
44
15
16
54
79
17
-0.015725
A
2023-05-12T00:00:00
80
4
58
80
86
56
44
76
19
19
78
6
41
84
91
61
56
75
84
50
18
11
65
80
13
-0.043584
A
2023-05-19T00:00:00
80
4
58
80
79
54
39
68
18
18
84
6
41
84
88
61
55
75
84
45
17
7
68
85
12
0.010822
A
2023-05-26T00:00:00
77
5
57
87
75
55
47
88
22
22
59
6
47
83
92
66
21
75
78
49
19
7
37
84
9
-0.065569
A
2023-06-02T00:00:00
78
5
57
87
70
56
58
91
20
20
71
7
45
83
93
42
21
75
77
56
22
6
53
85
11
-0.018273
A
2023-06-09T00:00:00
78
6
57
88
69
57
57
90
19
19
71
7
45
83
95
41
21
75
76
56
25
12
59
85
11
-0.020554
A
2023-06-16T00:00:00
78
5
57
87
92
57
57
47
23
23
47
7
46
84
94
39
21
75
76
57
14
9
54
81
15
0.046116
A
2023-06-23T00:00:00
78
5
56
87
71
51
41
48
21
21
70
7
46
83
92
39
21
75
76
44
13
9
54
82
15
-0.01411
A
2023-06-30T00:00:00
78
6
56
87
87
53
42
49
20
20
57
7
46
84
92
39
21
75
76
46
12
9
45
79
20
0.008828
A
2023-07-07T00:00:00
78
6
56
87
89
45
30
78
20
20
54
7
46
86
93
38
21
75
75
36
15
15
67
79
13
-0.027023
A
2023-07-14T00:00:00
78
6
56
87
85
43
30
52
21
21
59
7
46
87
92
38
21
75
75
34
13
13
66
78
14
0.023506
A
2023-07-21T00:00:00
77
5
56
87
90
35
16
14
28
28
51
7
46
87
88
38
21
75
76
22
4
4
62
93
9
0.065721
A
2023-07-28T00:00:00
77
5
56
87
87
29
13
39
26
26
57
7
47
87
88
38
21
75
76
18
5
4
64
94
10
-0.012308
A
2023-08-04T00:00:00
76
5
55
85
91
26
12
30
22
22
51
7
48
86
88
39
21
74
76
16
5
4
74
93
6
0.001985
A
2023-08-11T00:00:00
76
5
55
85
87
30
24
30
21
21
56
6
48
86
86
38
21
74
76
23
5
4
68
93
4
0.004433
A
2023-08-18T00:00:00
76
5
55
85
84
32
33
62
25
25
60
7
48
85
85
36
21
74
74
30
4
3
57
95
4
-0.059986
A
2023-08-25T00:00:00
76
5
55
85
65
32
31
53
24
24
73
7
48
77
81
35
21
74
74
28
3
3
53
94
4
0.003604
A
2023-09-01T00:00:00
54
5
61
94
90
27
23
57
24
24
25
7
42
87
77
82
38
73
84
21
4
3
55
94
4
0.018638
A
2023-09-08T00:00:00
54
5
61
94
92
28
33
77
28
28
21
7
42
88
75
86
38
73
83
26
4
4
60
88
5
-0.064971
A
2023-09-15T00:00:00
54
5
61
94
85
37
72
58
27
27
31
7
42
87
75
92
38
73
83
56
5
3
73
85
8
0.016842
A
2023-09-22T00:00:00
54
5
61
94
82
33
60
64
27
27
35
7
43
87
72
92
38
73
84
44
5
5
64
89
11
-0.038819
A
2023-09-29T00:00:00
54
5
61
94
88
36
65
51
24
24
26
7
43
87
64
92
38
73
85
49
6
6
63
88
13
0.003677
A
2023-10-06T00:00:00
54
5
61
94
62
40
70
48
23
23
50
7
43
87
55
92
38
73
85
54
6
6
63
88
14
-0.008544
A
2023-10-13T00:00:00
54
5
61
94
90
35
42
44
22
22
23
7
43
88
54
92
38
73
85
36
8
6
69
87
12
-0.001174
A
2023-10-20T00:00:00
54
5
61
94
85
37
45
40
20
20
31
7
43
88
55
92
38
73
85
39
8
6
71
87
10
-0.01158
A
2023-10-27T00:00:00
54
5
61
94
70
36
41
67
22
22
46
7
43
88
49
92
38
73
84
36
9
5
74
89
9
-0.059139
A
2023-11-03T00:00:00
54
5
61
93
87
32
28
51
22
22
27
7
42
88
39
91
38
73
85
27
9
6
65
89
15
0.060809
A
2023-11-10T00:00:00
55
5
61
93
76
34
38
44
21
21
39
7
41
87
27
91
37
72
85
34
9
5
68
85
16
-0.005042
A
2023-11-17T00:00:00
54
5
60
93
75
35
38
34
20
20
37
7
40
87
27
92
37
73
84
35
9
5
66
79
20
0.043143
A
2023-11-24T00:00:00
54
4
61
93
82
37
42
5
34
34
31
7
40
87
12
91
37
73
86
38
2
2
62
70
21
0.119048
A
2023-12-01T00:00:00
54
4
60
93
78
39
49
20
32
32
35
7
40
87
11
91
37
72
86
42
1
3
61
75
22
0.017136
A
2023-12-08T00:00:00
54
4
60
93
74
42
54
35
32
32
37
7
40
87
10
91
37
72
86
47
1
3
62
68
30
-0.012344
A
2023-12-15T00:00:00
54
4
60
93
76
44
61
22
32
32
34
6
41
87
9
94
37
72
85
52
2
2
64
73
19
0.075314
A
2023-12-22T00:00:00
87
4
53
91
68
39
41
27
31
31
87
6
41
91
11
65
17
72
91
38
2
2
66
72
17
0.020397
A
2023-12-29T00:00:00
87
4
53
91
78
39
42
32
31
31
84
6
41
92
11
64
17
72
91
37
3
2
66
73
17
-0.002179
A
2024-01-05T00:00:00
88
5
53
91
85
43
51
81
33
33
81
7
41
92
14
64
17
72
91
46
2
2
64
56
19
-0.060923
A
2024-01-12T00:00:00
88
5
53
91
88
43
61
66
33
33
82
7
42
93
14
65
17
72
91
50
2
2
64
57
20
-0.000154
A
2024-01-19T00:00:00
88
5
53
91
88
74
92
49
32
32
82
7
42
93
14
65
17
72
91
87
2
3
55
55
26
0.005213
A
2024-01-26T00:00:00
88
5
53
91
82
70
88
66
31
31
83
7
42
93
16
65
17
72
91
84
2
4
56
58
26
-0.001754
A
2024-02-02T00:00:00
87
5
53
91
66
66
79
33
25
25
96
7
42
93
15
66
17
72
91
77
2
4
78
47
38
0.015116
A
2024-02-09T00:00:00
87
5
53
91
81
74
85
45
23
23
93
7
42
92
17
66
17
72
91
83
2
5
68
38
31
0.002782
A
2024-02-16T00:00:00
87
5
53
91
80
74
81
36
22
22
94
7
41
92
19
64
17
72
91
81
1
2
64
41
34
0.011254
A
2024-02-23T00:00:00
88
5
53
91
67
73
79
63
20
20
97
7
40
91
26
64
17
72
91
80
2
3
66
41
36
-0.020842
A
2024-03-01T00:00:00
87
5
53
90
90
58
40
24
24
24
89
7
47
91
20
50
17
72
91
47
2
1
63
44
29
0.053244
A
2024-03-08T00:00:00
78
4
51
89
91
57
43
10
27
27
69
6
45
88
15
54
16
73
91
48
4
1
55
37
35
0.063353
A
2024-03-15T00:00:00
78
4
51
89
89
62
56
18
24
24
71
6
45
87
17
56
16
73
91
59
3
1
41
42
37
-0.002637
A
2024-03-22T00:00:00
78
4
51
88
75
55
38
35
23
23
80
6
45
88
21
56
16
73
91
44
3
1
43
40
35
-0.000204
A
2024-03-29T00:00:00
79
5
51
88
80
67
63
69
23
23
79
7
44
87
22
50
16
73
91
68
6
1
40
22
26
-0.013156
A
2024-04-05T00:00:00
78
4
51
88
80
67
60
51
22
22
79
7
44
88
19
51
16
73
91
66
5
2
37
24
25
-0.007944
A
2024-04-12T00:00:00
78
4
51
88
68
68
65
48
22
22
82
7
44
89
23
51
16
73
91
70
3
1
35
24
24
-0.023521
A
2024-04-19T00:00:00
79
5
51
88
65
62
49
73
27
27
81
7
44
89
29
52
16
73
91
57
2
1
33
24
17
-0.056852
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1998-01-09T00:00:00
50
50
50
50
94
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61.5
82
25
25
45
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50
50
34
50
50
50
50
92
62
26
52
50
50
0.014545
A1
1998-01-16T00:00:00
50
50
50
50
94
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61.5
54
25
25
51
50
50
50
34
50
50
50
50
92
62
26
52
50
50
0.007111
A1
1998-01-23T00:00:00
50
50
50
50
94
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61.5
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26
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50
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50
50
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92
62
26
52
50
50
0.032058
A1
1998-01-30T00:00:00
50
50
50
50
94
66
61.5
45
14
14
51
50
50
50
34
50
50
50
50
92
62
26
52
50
50
0
A1
1998-02-06T00:00:00
50
50
50
50
94
66
61.5
16
38
38
33
50
50
50
34
50
50
50
50
92
62
26
52
50
50
0.082759
A1
1998-02-13T00:00:00
50
50
50
50
94
66
61.5
32
30
30
54
50
50
50
34
50
50
50
50
92
62
26
52
50
50
0.009529
A1
1998-02-20T00:00:00
50
50
50
50
94
66
61.5
61
36
36
49
50
50
50
34
50
50
50
50
92
62
26
52
50
50
-0.031496
A1
1998-02-27T00:00:00
50
50
50
50
94
66
61.5
28
33
33
30
50
50
50
34
50
50
50
50
92
62
26
52
50
50
0.052116
A1
1998-03-06T00:00:00
50
50
50
50
94
88
88
20
28
28
55
50
50
50
34
50
50
50
50
88
62
26
52
50
50
0.03403
A1
1998-03-13T00:00:00
50
50
50
50
94
47
47
36
25
25
53
50
50
50
34
50
50
50
50
47
62
26
52
50
50
-0.003018
A1
1998-03-20T00:00:00
50
50
50
50
94
74
75
19
23
23
51
50
50
50
34
50
50
50
50
75
62
26
52
50
50
0.054103
A1
1998-03-27T00:00:00
50
50
50
50
94
60
58
58
27
27
26
50
50
50
34
50
50
50
50
59
62
26
52
50
50
-0.025663
A1
1998-04-03T00:00:00
50
50
50
50
94
81
82
72
27
27
36
50
50
50
34
50
50
50
50
82
62
26
52
50
50
-0.020444
A1
1998-04-10T00:00:00
50
50
50
50
94
75
74
67
25
25
15
50
50
50
34
50
50
50
50
75
62
26
52
50
50
-0.006018
A1
1998-04-17T00:00:00
50
50
50
50
94
54
49
38
20
20
20
50
50
50
34
50
50
50
50
51
62
26
52
50
50
0.033058
A1
1998-04-24T00:00:00
50
50
50
50
94
71
73
73
25
25
47
50
50
50
34
50
50
50
50
73
62
26
52
50
50
-0.043628
A1
1998-05-01T00:00:00
50
50
50
50
94
79
80
64
21
21
21
50
50
50
34
50
50
50
50
80
62
26
52
50
50
0.003064
A1
1998-05-08T00:00:00
50
50
50
50
94
69
69
41
18
18
66
50
50
50
34
50
50
50
50
70
62
26
52
50
50
0.015176
A1
1998-05-15T00:00:00
50
50
50
50
94
80
80
62
18
18
29
50
50
50
34
50
50
50
50
81
62
26
52
50
50
-0.029898
A1
1998-05-22T00:00:00
50
50
50
50
94
66
59
25
17
17
23
50
50
50
34
50
50
50
50
63
62
26
52
50
50
0.018511
A1
1998-05-29T00:00:00
50
50
50
50
94
49
38
50
14
14
10
50
50
50
34
50
50
50
50
43
62
26
52
50
50
-0.021172
A1
1998-06-05T00:00:00
50
50
50
50
94
50
37
6
25
25
27
50
50
50
34
50
50
50
50
43
62
26
52
50
50
0.06479
A1
1998-06-12T00:00:00
50
50
50
50
94
60
57
50
32
32
22
50
50
50
34
50
50
50
50
59
62
26
52
50
50
-0.060848
A1
1998-06-19T00:00:00
50
50
50
50
94
42
34
14
32
32
43
50
50
50
34
50
50
50
50
37
62
26
52
50
50
0.040099
A1
1998-06-26T00:00:00
50
50
50
50
94
43
36
57
29
29
34
50
50
50
34
50
50
50
50
39
62
26
52
50
50
-0.020748
A1
1998-07-03T00:00:00
50
50
50
50
94
53
54
64
25
25
19
50
50
50
34
50
50
50
50
54
62
26
52
50
50
-0.012121