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
⌀
ZYNE
2023-09-08T00:00:00
5
19
12
3
27
10
40
17
100
100
22
80
97
14
1
77
18
92
47
21
92
97
91
19
94
0
ZYNE
2023-09-15T00:00:00
5
18
26
3
6
13
69
6
100
100
40
79
97
6
1
77
18
91
47
37
93
97
95
15
96
0.05303
ZYNE
2023-09-22T00:00:00
5
19
21
3
10
13
65
25
100
100
34
79
97
8
1
77
18
91
47
35
92
96
96
14
95
-0.035971
ZYNE
2023-09-29T00:00:00
5
19
15
3
19
14
57
73
100
100
26
79
97
13
1
77
18
91
47
32
92
95
95
15
95
-0.048507
ZYNE
2023-10-06T00:00:00
6
19
25
3
6
14
36
47
100
100
41
79
97
6
1
77
18
91
47
23
91
95
95
15
95
0.003922
ZYNE
2023-10-13T00:00:00
6
19
20
3
10
94
100
27
100
100
36
79
97
9
1
77
18
91
47
98
93
95
92
11
92
0.015625
ZYXI
2004-03-05T00:00:00
73
27
50
62
23
50
51
68
82
82
10
86
29
57
45
57
73
31
42
51
71
62
64
29.5
63
-0.051598
ZYXI
2004-03-12T00:00:00
73
27
50
62
23
50
51
63
82
82
12
86
29
57
45
57
73
31
42
52
71
62
64
29.5
63
-0.036073
ZYXI
2004-03-19T00:00:00
73
27
50
62
23
50
51
95
34
34
10
86
29
57
45
57
73
31
42
52
71
62
64
29.5
63
-0.094479
ZYXI
2004-03-26T00:00:00
73
27
50
62
23
50
51
57
60
60
17
86
29
57
45
57
73
31
42
52
71
62
64
29.5
63
0.029133
ZYXI
2004-04-02T00:00:00
73
27
50
62
23
50
51
29
67
67
20
86
29
57
45
57
73
31
42
52
71
62
64
29.5
63
0.073074
ZYXI
2004-04-09T00:00:00
73
27
50
62
23
50
51
3
73
73
11
86
29
57
45
57
73
31
42
51
71
62
64
29.5
63
0.109202
ZYXI
2004-04-16T00:00:00
73
27
50
62
23
50
51
4
66
66
38
86
29
57
45
57
73
31
42
51
71
62
64
29.5
63
0.054204
ZYXI
2004-04-23T00:00:00
73
27
50
62
23
50
51
5
60
60
10
86
29
57
45
57
73
31
42
52
71
62
64
29.5
63
0.048793
ZYXI
2004-04-30T00:00:00
73
27
50
62
23
19
34
15
57
57
3
86
29
57
45
57
73
31
42
23
71
62
64
29.5
63
-0.031016
ZYXI
2004-05-07T00:00:00
73
27
50
62
23
21
40
1
78
78
6
86
29
57
45
57
73
31
42
26
71
62
64
29.5
63
0.206505
ZYXI
2004-05-14T00:00:00
73
27
50
62
23
10
11
38
84
84
15
86
29
57
45
57
73
31
42
7
71
62
64
29.5
63
-0.105263
ZYXI
2004-05-21T00:00:00
73
27
50
62
23
22
37
96
93
93
15
86
29
57
45
57
73
31
42
25
71
62
64
29.5
63
-0.25012
ZYXI
2004-05-28T00:00:00
73
27
50
62
23
41
72
82
92
92
15
86
29
57
45
57
73
31
42
58
71
62
64
29.5
63
0.098214
ZYXI
2004-06-04T00:00:00
73
27
50
62
23
81
97
60
91
91
7
86
29
57
45
57
73
31
42
92
71
62
64
29.5
63
0.035424
ZYXI
2004-06-11T00:00:00
73
27
50
62
23
89
97
87
91
91
22
86
29
57
45
57
73
31
42
95
71
62
64
29.5
63
-0.075715
ZYXI
2004-06-18T00:00:00
73
27
50
62
23
91
97
100
93
93
11
86
29
57
45
57
73
31
42
96
71
62
64
29.5
63
-0.220267
ZYXI
2004-06-25T00:00:00
73
27
50
62
23
90
96
42
95
95
7
86
29
57
45
57
73
31
42
95
71
62
64
29.5
63
0.239689
ZYXI
2004-07-02T00:00:00
73
27
50
62
23
99
100
97
95
95
2
86
29
57
45
57
73
31
42
100
71
62
64
29.5
63
-0.134965
ZYXI
2004-07-09T00:00:00
73
27
50
62
23
95
96
100
98
98
18
86
29
57
45
57
73
31
42
97
71
62
64
29.5
63
-0.397678
ZYXI
2004-07-16T00:00:00
73
27
50
62
23
11
9
99
97
97
1
86
29
57
45
57
73
31
42
8
71
62
64
29.5
63
-0.089157
ZYXI
2004-07-23T00:00:00
73
27
50
62
23
23
12
100
98
98
28
86
29
57
45
57
73
31
42
14
71
62
64
29.5
63
-0.308201
ZYXI
2004-07-30T00:00:00
73
27
50
62
23
39
19
76
98
98
14
86
29
57
45
57
73
31
42
25
71
62
64
29.5
63
0.210325
ZYXI
2004-08-06T00:00:00
73
27
50
62
23
16
6
57
98
98
5
86
29
57
45
57
73
31
42
8
71
62
64
29.5
63
0
ZYXI
2004-08-13T00:00:00
73
27
50
62
23
3
3
79
97
97
23
86
29
57
45
57
73
31
42
2
71
62
64
29.5
63
-0.115324
ZYXI
2004-08-20T00:00:00
73
27
50
62
23
17
28
98
97
97
23
86
29
57
45
57
73
31
42
19
71
62
64
29.5
63
-0.066071
ZYXI
2004-08-27T00:00:00
73
27
50
62
23
6
7
100
98
98
9
86
29
57
45
57
73
31
42
4
71
62
64
29.5
63
-0.342256
ZYXI
2004-09-03T00:00:00
73
27
50
62
23
1
1
100
97
97
11
86
29
57
45
57
73
31
42
1
71
62
64
29.5
63
-0.25
ZYXI
2004-09-10T00:00:00
73
27
50
62
23
1
1
100
97
97
9
86
29
57
45
57
73
31
42
1
71
62
64
29.5
63
-0.069767
ZYXI
2004-09-17T00:00:00
73
27
50
62
23
1
1
98
96
96
15
86
29
57
45
57
73
31
42
1
71
62
64
29.5
63
-0.025
ZYXI
2004-09-24T00:00:00
73
27
50
62
23
1
1
100
96
96
13
86
29
57
45
57
73
31
42
1
71
62
64
29.5
63
-0.15812
ZYXI
2004-10-01T00:00:00
73
27
50
62
23
1
7
12
100
100
6
86
29
57
45
57
73
31
42
2
71
62
64
29.5
63
1
ZYXI
2004-10-08T00:00:00
73
27
50
62
23
1
4
30
100
100
22
86
29
57
45
57
73
31
42
2
71
62
64
29.5
63
-0.126904
ZYXI
2004-10-15T00:00:00
73
27
50
62
23
1
2
78
100
100
27
86
29
57
45
57
73
31
42
1
71
62
64
29.5
63
-0.212209
ZYXI
2004-10-22T00:00:00
73
27
50
62
23
1
1
98
100
100
30
86
29
57
45
57
73
31
42
1
71
62
64
29.5
63
-0.184502
ZYXI
2004-10-29T00:00:00
73
27
50
62
23
1
1
97
100
100
27
86
29
57
45
57
73
31
42
1
71
62
64
29.5
63
-0.027149
ZYXI
2004-11-05T00:00:00
73
27
50
62
23
1
1
96
100
100
15
86
29
57
45
57
73
31
42
1
65
96
75
96
51
-0.083721
ZYXI
2004-11-12T00:00:00
73
27
50
62
24
1
1
78
100
100
3
86
29
57
45
57
73
31
42
1
64
96
73
96
63
0.060914
ZYXI
2004-11-19T00:00:00
73
27
50
62
2
1
1
99
99
99
21
86
29
57
45
57
73
31
42
1
60
96
73
98
61
-0.119617
ZYXI
2004-11-26T00:00:00
73
27
50
62
5
1
54
95
99
99
12
86
29
57
45
57
73
31
42
24
61
96
74
98
61
0
ZYXI
2004-12-03T00:00:00
73
27
50
62
2
1
53
71
99
99
24
86
29
57
45
57
73
31
42
23
63
96
75
97
61
0.038043
ZYXI
2004-12-10T00:00:00
73
27
50
62
14
1
10
82
94
94
7
86
29
57
45
57
73
31
42
4
61
96
75
98
62
-0.036649
ZYXI
2004-12-17T00:00:00
73
27
50
62
24
1
3
99
93
93
4
86
29
57
45
57
73
31
42
1
62
98
76
98
65
-0.097826
ZYXI
2004-12-24T00:00:00
73
27
50
62
35
1
3
95
91
91
2
86
29
57
45
57
73
31
42
1
64
99
73
97
66
0
ZYXI
2004-12-31T00:00:00
73
27
50
62
2
1
5
29
90
90
28
86
29
57
45
57
73
31
42
2
65
99
76
99
66
0.108434
ZYXI
2005-01-07T00:00:00
73
27
50
62
6
1
3
76
91
91
14
86
29
57
45
57
73
31
42
1
58
99
79
96
63
-0.097826
ZYXI
2005-01-14T00:00:00
73
27
50
62
2
1
1
19
91
91
42
86
29
57
45
57
73
31
42
1
49
98
79
88
62
0.072289
ZYXI
2005-01-21T00:00:00
73
27
50
62
2
1
2
68
91
91
37
86
29
57
45
57
73
31
42
1
45
99
79
87
63
-0.033708
ZYXI
2005-01-28T00:00:00
73
27
50
62
36
1
5
40
89
89
2
86
29
57
45
57
73
31
42
2
46
99
86
94
68
0
ZYXI
2005-02-04T00:00:00
73
27
50
62
7
1
5
20
89
89
18
86
29
57
45
57
73
31
42
2
45
97
87
94
68
0.069767
ZYXI
2005-02-11T00:00:00
73
27
50
62
16
1
2
4
90
90
9
86
29
57
45
57
73
31
42
1
44
97
87
96
67
0.103261
ZYXI
2005-02-18T00:00:00
73
27
50
62
9
1
2
6
89
89
13
86
29
57
45
57
73
31
42
1
41
98
87
96
67
0.029557
ZYXI
2005-02-25T00:00:00
73
27
50
62
2
1
38
90
92
92
19
86
29
57
6
57
73
31
42
15
47
98
82
94
60
-0.148325
ZYXI
2005-03-04T00:00:00
73
27
50
62
2
1
9
91
91
91
31
86
29
57
14
57
73
31
42
3
53
100
72
97
48
-0.033708
ZYXI
2005-03-11T00:00:00
73
27
50
62
7
1
50
74
90
90
9
86
29
57
9
57
73
31
42
22
56
100
75
98
57
0
ZYXI
2005-03-18T00:00:00
73
27
50
62
8
1
32
92
88
88
8
86
29
57
7
57
73
31
42
14
55
100
59
97
45
-0.069767
ZYXI
2005-03-25T00:00:00
73
27
50
62
2
1
41
72
87
87
31
86
29
57
4
57
73
31
42
18
61
100
56
96
49
0
ZYXI
2005-04-01T00:00:00
73
27
50
62
2
2
69
97
89
89
23
86
29
57
11
57
73
31
42
34
67
100
57
97
50
-0.11875
ZYXI
2005-04-08T00:00:00
73
27
50
62
2
4
85
87
88
88
37
86
29
57
9
57
73
31
42
44
64
100
58
96
48
0
ZYXI
2005-04-15T00:00:00
73
27
50
62
2
6
91
29
87
87
21
86
29
57
4
57
73
31
42
49
63
100
37
96
56
0.049645
ZYXI
2005-04-22T00:00:00
73
27
50
62
20
2
16
94
86
86
2
86
29
57
4
57
73
31
42
7
53
100
29
95
60
-0.128378
ZYXI
2005-04-29T00:00:00
73
27
50
62
2
2
14
2
97
97
29
86
29
57
2
57
73
31
42
6
38
100
13
88
79
0.286822
ZYXI
2005-05-06T00:00:00
73
27
50
62
2
3
20
2
96
96
40
86
29
57
2
57
73
31
42
9
22
100
19
79
80
0.108434
ZYXI
2005-05-13T00:00:00
73
27
50
62
3
3
9
14
96
96
12
86
29
57
2
57
73
31
42
5
22
100
27
81
76
-0.032609
ZYXI
2005-05-20T00:00:00
73
27
50
62
2
4
14
63
95
95
15
86
29
57
1
57
73
31
42
7
18
100
46
78
82
-0.033708
ZYXI
2005-05-27T00:00:00
73
27
50
62
3
3
6
4
96
96
10
86
29
57
1
57
73
31
42
4
17
100
45
74
83
0.145349
ZYXI
2005-06-03T00:00:00
73
27
50
62
2
3
9
16
95
95
11
86
29
57
1
57
73
31
42
5
14
100
48
73
77
0
ZYXI
2005-06-10T00:00:00
73
27
50
62
12
6
43
9
94
94
4
86
29
57
1
57
73
31
42
21
6
90
30
5
100
0.030457
ZYXI
2005-06-17T00:00:00
73
27
50
62
8
3
7
3
94
94
6
86
29
57
1
57
73
31
42
3
8
87
23
8
100
0.123153
ZYXI
2005-06-24T00:00:00
73
27
50
62
2
16
92
9
94
94
14
86
29
57
1
57
73
31
42
54
5
89
26
7
100
0
ZYXI
2005-07-01T00:00:00
73
27
50
62
2
31
97
1
97
97
19
86
29
57
1
57
73
31
42
66
4
88
62
14
98
0.346491
ZYXI
2005-07-08T00:00:00
73
27
50
62
14
30
96
51
97
97
3
86
29
57
1
57
73
31
42
65
7
93
56
20
99
-0.140065
ZYXI
2005-07-15T00:00:00
73
27
50
62
9
20
72
12
97
97
5
86
29
57
1
57
73
31
42
44
6
89
74
27
98
0.049242
ZYXI
2005-07-22T00:00:00
73
27
50
62
2
41
94
89
97
97
15
86
29
57
1
57
73
31
42
71
6
88
77
16
97
-0.111913
ZYXI
2005-07-29T00:00:00
73
27
50
62
2
45
90
80
97
97
18
86
29
57
1
57
73
31
42
70
7
91
71
19
97
0
ZYXI
2005-08-05T00:00:00
73
27
50
62
10
39
95
1
98
98
3
86
29
57
1
57
73
31
42
70
16
90
80
34
73
0.373984
ZYXI
2005-08-12T00:00:00
73
27
50
62
11
48
99
4
98
98
3
86
29
57
1
57
73
31
42
78
18
90
79
32
70
0.038462
ZYXI
2005-08-19T00:00:00
73
27
50
62
2
52
98
58
98
98
20
86
29
57
1
57
73
31
42
78
12
88
85
27
75
-0.125356
ZYXI
2005-08-26T00:00:00
73
27
50
62
5
82
100
66
97
97
6
86
29
57
1
57
73
31
42
94
10
82
75
35
69
0
ZYXI
2005-09-02T00:00:00
73
27
50
62
2
73
94
3
97
97
11
86
29
57
1
57
73
31
42
88
17
89
75
44
62
0.201954
ZYXI
2005-09-09T00:00:00
73
27
50
62
1
80
97
1
97
97
24
86
29
57
1
57
73
31
42
92
18
91
80
50
58
0.165312
ZYXI
2005-09-16T00:00:00
73
27
50
62
1
59
44
2
97
97
28
86
29
57
1
57
73
31
42
52
18
93
79
50
58
0.072093
ZYXI
2005-09-23T00:00:00
73
27
50
62
1
61
38
30
97
97
20
86
29
57
1
57
73
31
42
49
19
91
79
51
58
-0.067245
ZYXI
2005-09-30T00:00:00
73
27
50
62
2
93
100
7
96
96
17
86
29
57
1
57
73
31
42
98
19
91
76
49
60
0.072093
ZYXI
2005-10-07T00:00:00
73
27
50
62
2
82
98
53
96
96
19
86
29
57
1
57
73
31
42
92
20
92
78
52
58
-0.052061
ZYXI
2005-10-14T00:00:00
73
27
50
62
2
79
84
5
95
95
20
86
29
57
1
57
73
31
42
86
23
93
77
51
55
0.04119
ZYXI
2005-10-21T00:00:00
73
27
50
62
2
81
79
22
95
95
22
86
29
57
1
57
73
31
42
83
26
94
77
46
59
0
ZYXI
2005-10-28T00:00:00
73
27
50
62
13
86
99
97
96
96
1
86
29
57
17
57
73
31
42
95
39
96
67
34
48
-0.175824
ZYXI
2005-11-04T00:00:00
73
27
50
62
6
87
100
76
95
95
9
86
29
57
21
57
73
31
42
95
32
94
70
38
50
0.066667
ZYXI
2005-11-11T00:00:00
73
27
50
62
4
88
100
95
94
94
10
86
29
57
37
57
73
31
42
96
51
95
70
51
36
-0.0625
ZYXI
2005-11-18T00:00:00
73
27
50
62
2
87
97
16
93
93
15
86
29
57
18
57
73
31
42
94
42
94
67
46
37
0.114667
ZYXI
2005-11-25T00:00:00
73
27
50
62
2
87
98
94
92
92
24
86
29
57
24
57
73
31
42
95
54
98
70
49
45
-0.074163
ZYXI
2005-12-02T00:00:00
73
27
50
62
2
88
89
100
93
93
13
86
29
57
81
57
73
31
42
92
63
99
67
51
39
-0.173127
ZYXI
2005-12-09T00:00:00
73
27
50
62
2
88
97
89
92
92
19
86
29
57
78
57
73
31
42
95
60
100
68
51
36
0.01875
ZYXI
2005-12-16T00:00:00
73
27
50
62
2
88
94
99
93
93
6
86
29
57
96
57
73
31
42
94
65
100
78
52
36
-0.131902