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
⌀
ZYXI
2005-12-23T00:00:00
73
27
50
62
2
76
19
56
93
93
12
86
29
57
91
57
73
31
42
46
61
100
83
55
29
0.084806
ZYXI
2005-12-30T00:00:00
73
27
50
62
2
81
29
96
92
92
14
86
29
57
96
57
73
31
42
56
74
100
93
61
17
-0.058632
ZYXI
2006-01-06T00:00:00
73
27
50
62
2
71
20
100
93
93
14
86
29
57
99
57
73
31
42
45
67
99
80
69
20
-0.16955
ZYXI
2006-01-13T00:00:00
73
27
50
62
6
83
64
92
92
92
3
86
29
57
99
57
73
31
42
77
66
98
77
69
17
0.025
ZYXI
2006-01-20T00:00:00
73
27
50
62
2
71
20
33
93
93
13
86
29
57
98
57
73
31
42
45
81
98
79
75
12
0.126016
ZYXI
2006-01-27T00:00:00
73
27
50
62
2
39
8
79
93
93
8
86
29
57
98
57
73
31
42
20
78
95
73
66
9
-0.068592
ZYXI
2006-02-03T00:00:00
73
27
50
62
2
41
10
92
92
92
29
86
29
57
100
57
73
31
42
22
79
96
67
70
9
-0.046512
ZYXI
2006-02-10T00:00:00
73
27
50
62
2
29
2
84
91
91
25
86
29
57
100
57
73
31
42
12
79
96
67
69
9
0
ZYXI
2006-02-17T00:00:00
73
27
50
62
1
35
6
98
91
91
47
86
29
57
100
57
73
31
42
17
82
93
67
69
11
-0.101626
ZYXI
2006-02-24T00:00:00
73
27
50
62
3
31
4
60
91
91
3
86
29
57
100
57
73
31
42
14
82
94
72
68
10
0.058824
ZYXI
2006-03-03T00:00:00
73
27
50
62
1
16
1
90
90
90
36
86
29
57
100
57
73
31
42
6
83
94
70
72
10
-0.025641
ZYXI
2006-03-10T00:00:00
73
27
50
62
2
16
2
1
97
97
11
86
29
57
100
57
73
31
42
7
86
97
49
26
36
0.482456
ZYXI
2006-03-17T00:00:00
73
27
50
62
2
24
31
9
97
97
3
86
29
57
99
57
73
31
42
23
85
95
56
21
31
0
ZYXI
2006-03-24T00:00:00
73
27
50
62
1
18
5
86
97
97
7
86
29
57
100
57
73
31
42
8
92
97
52
34
24
-0.272189
ZYXI
2006-03-31T00:00:00
73
27
50
62
1
15
4
90
97
97
27
86
29
57
100
57
73
31
42
7
92
98
49
46
27
-0.02439
ZYXI
2006-04-07T00:00:00
73
27
50
62
1
17
6
82
97
97
8
86
29
57
99
57
73
31
42
8
92
98
48
47
28
0
ZYXI
2006-04-14T00:00:00
73
27
50
62
1
11
3
57
97
97
18
86
29
57
99
57
73
31
42
5
94
98
34
34
55
0
ZYXI
2006-04-21T00:00:00
73
27
50
62
1
12
9
26
97
97
44
86
29
57
100
57
73
31
42
7
93
98
35
39
58
0.075
ZYXI
2006-04-28T00:00:00
73
27
50
62
1
13
6
26
96
96
11
86
29
57
97
57
73
31
42
7
94
99
29
42
61
0.023256
ZYXI
2006-05-05T00:00:00
73
27
50
62
1
65
90
2
96
96
1
86
29
57
82
57
73
31
42
82
92
98
39
40
54
0.162879
ZYXI
2006-05-12T00:00:00
73
27
50
62
1
67
94
54
96
96
9
86
29
57
91
57
73
31
42
84
89
94
38
32
65
-0.117264
ZYXI
2006-05-19T00:00:00
73
27
50
62
1
9
6
29
95
95
8
86
29
57
85
57
73
31
42
5
91
92
28
21
72
0
ZYXI
2006-05-26T00:00:00
73
27
50
62
1
12
11
53
95
95
4
86
29
57
80
57
73
31
42
9
92
90
32
19
72
0
ZYXI
2006-06-02T00:00:00
73
27
50
62
1
13
9
49
91
91
2
86
29
57
74
57
73
31
42
8
92
91
32
19
72
0
ZYXI
2006-06-09T00:00:00
73
27
50
62
1
12
14
90
92
92
5
86
29
57
82
57
73
31
42
10
90
90
36
20
76
-0.114391
ZYXI
2006-06-16T00:00:00
73
27
50
62
1
16
52
30
93
93
5
86
29
57
61
57
73
31
42
31
93
92
29
27
79
0.075
ZYXI
2006-06-23T00:00:00
73
27
50
62
1
24
60
100
96
96
21
86
29
57
73
57
73
31
42
40
94
91
46
24
77
-0.25969
ZYXI
2006-06-30T00:00:00
73
27
50
62
1
59
92
99
95
95
9
86
29
57
56
57
73
31
42
79
95
93
44
23
75
-0.036649
ZYXI
2006-07-07T00:00:00
73
27
50
62
1
32
65
91
95
95
13
86
29
57
73
57
73
31
42
48
94
93
51
30
79
0
ZYXI
2006-07-14T00:00:00
73
27
50
62
1
36
79
98
94
94
18
86
29
57
77
57
73
31
42
59
94
94
50
30
78
-0.130435
ZYXI
2006-07-21T00:00:00
73
27
50
62
1
37
76
14
96
96
29
86
29
57
67
57
73
31
42
57
96
97
81
19
84
0.19375
ZYXI
2006-07-28T00:00:00
73
27
50
62
1
36
67
67
95
95
6
86
29
57
62
57
73
31
42
51
99
98
90
24
75
-0.036649
ZYXI
2006-08-04T00:00:00
73
27
50
62
1
20
25
1
97
97
27
86
29
57
11
57
73
31
42
19
95
96
85
24
53
0.336957
ZYXI
2006-08-11T00:00:00
73
27
50
62
1
37
64
4
97
97
8
86
29
57
20
57
73
31
42
50
93
93
86
21
57
0
ZYXI
2006-08-18T00:00:00
73
27
50
62
1
10
2
68
97
97
1
86
29
57
43
57
73
31
42
5
95
92
87
33
47
-0.126016
ZYXI
2006-08-25T00:00:00
73
27
50
62
1
8
2
8
97
97
8
86
29
57
10
57
73
31
42
3
92
89
74
26
53
0.144186
ZYXI
2006-09-01T00:00:00
73
27
50
62
1
9
4
91
97
97
14
86
29
57
14
57
73
31
42
5
94
89
80
42
45
-0.126016
ZYXI
2006-09-08T00:00:00
73
27
50
62
1
6
3
2
97
97
9
86
29
57
10
57
73
31
42
3
94
83
82
34
52
0.144186
ZYXI
2006-09-15T00:00:00
73
27
50
62
1
12
51
100
98
98
5
86
29
57
33
57
73
31
42
29
97
77
93
37
41
-0.276423
ZYXI
2006-09-22T00:00:00
73
27
50
62
1
10
23
29
98
98
12
86
29
57
5
57
73
31
42
14
95
68
90
22
47
0.207865
ZYXI
2006-09-29T00:00:00
73
27
50
62
1
54
96
100
98
98
19
86
29
57
20
57
73
31
42
78
93
72
92
12
64
-0.283721
ZYXI
2006-10-06T00:00:00
73
27
50
62
1
60
96
14
98
98
6
86
29
57
8
57
73
31
42
81
93
71
90
12
76
0.318182
ZYXI
2006-10-13T00:00:00
73
27
50
62
1
25
39
53
98
98
7
86
29
57
7
57
73
31
42
28
93
75
90
12
76
0
ZYXI
2006-10-20T00:00:00
73
27
50
62
1
60
93
16
98
98
28
86
29
57
5
57
73
31
42
80
93
70
90
11
77
0.059113
ZYXI
2006-10-27T00:00:00
73
27
50
62
1
22
24
2
98
98
22
86
29
57
5
57
73
31
42
18
92
71
89
13
72
0.144186
ZYXI
2006-11-03T00:00:00
73
27
50
62
1
60
90
2
98
98
35
86
29
57
5
57
73
31
42
79
92
67
89
13
71
0.126016
ZYXI
2006-11-10T00:00:00
73
27
50
62
1
14
2
68
98
98
23
86
29
57
10
57
73
31
42
5
91
66
90
11
72
-0.155235
ZYXI
2006-11-17T00:00:00
73
27
50
62
1
29
32
99
98
98
3
86
29
57
24
57
73
31
42
27
91
60
86
46
35
-0.213675
ZYXI
2006-11-24T00:00:00
73
27
50
62
1
10
1
25
98
98
11
86
29
57
10
57
73
31
42
4
91
52
81
47
18
0.271739
ZYXI
2006-12-01T00:00:00
73
27
50
62
1
20
50
99
98
98
18
86
29
57
39
57
73
31
42
32
81
34
80
27
36
-0.213675
ZYXI
2006-12-08T00:00:00
73
27
50
62
1
17
50
90
98
98
17
86
29
57
51
57
73
31
42
30
81
34
81
28
36
0
ZYXI
2006-12-15T00:00:00
73
27
50
62
1
26
71
100
98
98
6
86
29
57
45
57
73
31
42
48
85
45
76
33
38
-0.163043
ZYXI
2006-12-22T00:00:00
73
27
50
62
1
68
99
92
97
97
23
86
29
57
54
57
73
31
42
87
85
47
75
31
40
0
ZYXI
2006-12-29T00:00:00
73
27
50
62
1
85
99
72
97
97
23
86
29
57
31
57
73
31
42
95
85
47
75
29
40
0.038961
ZYXI
2007-01-05T00:00:00
73
27
50
62
1
44
59
11
98
98
1
86
29
57
59
57
73
31
42
52
86
25
87
24
29
0.23125
ZYXI
2007-01-12T00:00:00
73
27
50
62
1
8
3
43
98
98
19
86
29
57
37
57
73
31
42
4
84
22
85
21
32
-0.06599
ZYXI
2007-01-19T00:00:00
73
96
50
62
1
33
66
98
97
97
20
97
29
57
71
57
73
31
42
49
77
32
87
17
29
-0.163043
ZYXI
2007-01-26T00:00:00
73
96
50
62
1
8
3
87
97
97
8
97
29
57
67
57
73
31
42
4
72
21
87
22
27
0
ZYXI
2007-02-02T00:00:00
73
96
50
62
1
8
3
24
97
97
25
97
29
57
87
57
73
31
42
4
73
19
87
22
25
0.116883
ZYXI
2007-02-09T00:00:00
73
96
50
62
1
5
2
1
98
98
15
95
29
57
42
57
73
31
42
3
61
30
90
12
25
0.5
ZYXI
2007-02-16T00:00:00
73
95
50
62
1
5
2
2
98
98
42
95
29
57
10
57
73
31
42
3
61
32
91
10
26
0.073643
ZYXI
2007-02-23T00:00:00
73
96
50
62
1
6
6
73
99
99
30
96
29
57
82
57
73
31
42
5
54
32
95
4
34
-0.223827
ZYXI
2007-03-02T00:00:00
73
96
50
62
1
20
66
26
99
99
11
96
29
57
21
57
73
31
42
40
78
30
96
3
33
0.088372
ZYXI
2007-03-09T00:00:00
73
96
50
62
1
9
66
10
98
98
21
95
29
57
8
57
73
31
42
35
74
35
96
3
34
0.102564
ZYXI
2007-03-16T00:00:00
73
97
50
62
1
4
3
27
98
98
4
95
29
57
3
57
73
31
42
2
73
32
96
3
33
-0.046512
ZYXI
2007-03-23T00:00:00
73
96
50
62
1
4
8
70
98
98
14
95
29
57
21
57
73
31
42
4
76
30
96
3
36
0
ZYXI
2007-03-30T00:00:00
73
97
50
62
1
7
51
28
98
98
1
95
29
57
12
57
73
31
42
26
65
18
93
3
35
0.04878
ZYXI
2007-04-06T00:00:00
73
97
50
62
1
70
95
75
98
98
3
96
29
57
30
57
73
31
42
86
64
18
93
3
42
-0.046512
ZYXI
2007-04-13T00:00:00
73
96
50
62
1
77
91
22
97
97
33
95
29
57
12
57
73
31
42
87
70
15
93
2
55
0.04878
ZYXI
2007-04-20T00:00:00
73
96
50
62
1
28
38
93
96
96
7
96
29
57
7
57
73
31
42
30
73
19
94
2
55
-0.046512
ZYXI
2007-04-27T00:00:00
73
96
50
62
1
69
96
68
95
95
21
96
29
57
18
57
73
31
42
87
70
24
94
1
66
0
ZYXI
2007-05-04T00:00:00
73
95
50
62
1
80
96
6
92
92
32
95
29
57
12
57
73
31
42
91
70
25
97
1
60
0.126016
ZYXI
2007-05-11T00:00:00
73
96
50
62
1
76
93
97
96
96
10
96
29
57
24
57
73
31
42
88
73
33
96
1
72
-0.176895
ZYXI
2007-05-18T00:00:00
73
96
50
62
1
72
69
8
96
96
4
95
29
57
10
57
73
31
42
73
69
34
96
1
60
0.157895
ZYXI
2007-05-25T00:00:00
73
95
50
62
1
76
84
1
97
97
24
94
29
57
2
57
73
31
42
83
64
42
96
1
71
0.257576
ZYXI
2007-06-01T00:00:00
73
95
50
62
1
68
56
1
98
98
21
93
29
57
1
57
73
31
42
63
70
50
97
2
73
0.277108
ZYXI
2007-06-08T00:00:00
73
95
50
62
1
65
78
1
98
98
7
91
29
57
1
57
73
31
42
74
72
68
95
9
73
0.233491
ZYXI
2007-06-15T00:00:00
73
95
50
62
1
51
27
33
98
98
25
92
29
57
3
57
73
31
42
37
74
66
96
13
70
-0.118547
ZYXI
2007-06-22T00:00:00
73
95
50
62
1
54
40
3
98
98
17
92
29
57
1
57
73
31
42
46
72
56
95
14
74
0.08026
ZYXI
2007-06-29T00:00:00
73
95
50
62
1
73
95
9
98
98
20
91
29
57
1
57
73
31
42
87
72
59
96
14
74
0.050201
ZYXI
2007-07-06T00:00:00
73
94
50
62
1
31
18
1
99
99
19
87
29
57
1
57
73
31
42
22
77
74
98
20
57
0.458891
ZYXI
2007-07-13T00:00:00
73
93
50
62
1
68
89
3
99
99
32
87
29
57
1
57
73
31
42
81
76
78
98
20
59
0.031455
ZYXI
2007-07-20T00:00:00
73
93
50
62
1
93
99
1
98
98
29
86
29
57
1
57
73
31
42
98
80
81
98
21
67
0.1169
ZYXI
2007-07-27T00:00:00
73
93
50
62
1
96
100
35
98
98
2
87
29
57
1
57
73
31
42
99
77
79
99
7
77
-0.11149
ZYXI
2007-08-03T00:00:00
73
93
50
62
1
99
100
57
98
98
16
87
29
57
1
57
73
31
42
100
75
83
99
9
85
-0.06274
ZYXI
2007-08-10T00:00:00
73
93
50
62
1
99
100
33
98
98
14
86
29
57
1
57
73
31
42
100
77
88
99
14
74
0.050546
ZYXI
2007-08-17T00:00:00
73
92
50
62
1
100
100
27
98
98
23
86
29
57
1
57
73
31
42
100
74
86
99
15
74
0
ZYXI
2007-08-24T00:00:00
73
93
50
62
1
99
100
98
98
98
23
88
29
57
1
57
73
31
42
100
70
72
99
9
72
-0.176853
ZYXI
2007-08-31T00:00:00
73
94
50
62
1
100
100
99
98
98
9
89
29
57
15
57
73
31
42
100
73
68
99
11
68
-0.077409
ZYXI
2007-09-07T00:00:00
73
92
50
62
1
100
100
7
99
99
9
86
29
57
16
57
73
31
42
100
66
56
100
10
65
0.357877
ZYXI
2007-09-14T00:00:00
73
93
50
62
2
100
100
57
98
98
11
87
29
57
18
57
73
31
42
100
73
75
100
8
76
-0.108449
ZYXI
2007-09-21T00:00:00
73
93
50
62
1
100
99
32
98
98
17
87
29
57
23
57
73
31
42
100
78
80
99
8
79
0.043847
ZYXI
2007-09-28T00:00:00
73
92
50
62
9
100
82
17
98
98
1
86
29
57
34
57
73
31
42
93
82
64
98
10
80
0.100271
ZYXI
2007-10-05T00:00:00
73
93
50
62
7
100
91
28
97
97
2
86
29
57
50
57
73
31
42
98
85
69
99
11
82
0
ZYXI
2007-10-12T00:00:00
73
92
50
62
1
100
89
73
97
97
35
87
29
57
46
57
73
31
42
97
86
69
99
10
86
-0.068966
ZYXI
2007-10-19T00:00:00
73
91
50
62
1
97
21
26
96
96
34
86
29
57
45
57
73
31
42
59
91
72
99
21
88
0.048942
ZYXI
2007-10-26T00:00:00
73
92
50
62
13
92
16
48
96
96
2
86
29
57
44
57
73
31
42
54
91
67
100
19
88
-0.007566
ZYXI
2007-11-02T00:00:00
73
91
50
62
2
100
96
10
95
95
19
86
29
57
53
57
73
31
42
99
89
56
99
36
74
0.047014
ZYXI
2007-11-09T00:00:00
73
89
50
62
2
99
56
6
93
93
21
85
29
57
78
57
73
31
42
81
81
61
97
40
70
0.044903
ZYXI
2007-11-16T00:00:00
73
89
50
62
2
99
67
3
84
84
19
84
29
57
77
57
73
31
42
87
82
59
97
40
73
0.049942