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
⌀
ZONS
2008-10-24T00:00:00
81
60
40
40
13
57
73
21
5
5
99
66
43
71
13
51
64
72
89
68
17
61
26
51
57
-0.027963
ZONS
2008-10-31T00:00:00
80
59
29
40
36
64
83
23
7
7
89
65
42
71
12
52
64
23
90
78
16
77
28
61
53
0.110959
ZONS
2008-11-07T00:00:00
81
63
34
40
17
66
78
52
8
8
94
66
52
52
18
52
64
43
89
74
26
74
26
51
50
-0.081381
ZONS
2008-11-14T00:00:00
49
64
39
13
17
62
63
80
19
19
56
68
41
51
22
84
71
44
87
64
39
67
48
52
71
-0.202685
ZONS
2008-11-21T00:00:00
47
59
32
13
39
70
79
31
17
17
46
65
41
50
16
83
70
18
88
77
53
79
55
17
7
0.02862
ZONS
2008-11-28T00:00:00
48
62
40
13
15
83
91
76
12
12
59
67
41
50
30
82
70
46
87
90
62
74
46
18
7
0.008183
ZONS
2008-12-05T00:00:00
48
64
28
13
56
84
86
36
12
12
40
66
41
50
22
82
70
1
88
87
61
77
42
19
7
0.021104
ZONS
2008-12-12T00:00:00
48
64
30
13
51
86
86
46
11
11
40
66
41
49
19
83
70
6
88
88
55
71
36
18
7
0.033386
ZONS
2008-12-19T00:00:00
48
62
34
13
37
87
86
41
11
11
48
66
41
49
16
83
70
22
89
88
57
72
41
18
7
0.018462
ZONS
2008-12-26T00:00:00
47
59
37
13
24
89
92
20
11
11
55
65
41
49
11
83
70
37
89
93
53
71
40
18
7
0.018127
ZONS
2009-01-02T00:00:00
48
60
44
13
13
84
71
65
10
10
67
66
41
48
24
83
70
65
88
80
56
74
36
17
7
0.017804
ZOOX
1999-07-30T00:00:00
14
22
38
10
9
5
12
33
88.5
88.5
37
15
89
47
43
5
36
70
16
6
34
16
35
50
50
0.027304
ZOOX
1999-08-06T00:00:00
13
22
38
10
9
5
12
90
88.5
88.5
23
16
89
14
43
5
36
71
16
6
34
16
35
50
50
-0.137874
ZOOX
1999-08-13T00:00:00
14
22
38
10
9
5
12
1
100
100
27
14
89
6
43
5
36
70
16
6
34
16
35
50
50
0.274574
ZOOX
1999-08-20T00:00:00
14
22
38
9
9
5
12
64
98
98
19
15
89
12
43
5
37
70
16
6
34
16
35
50
50
-0.092226
ZOOX
1999-08-27T00:00:00
14
22
38
10
9
5
12
2
98
98
27
13
89
5
43
5
37
70
16
6
34
16
35
50
50
0.248968
ZOOX
1999-09-03T00:00:00
14
21
38
10
9
5
12
19
97
97
11
13
89
28
43
5
37
70
16
6
34
16
35
50
50
-0.016661
ZOOX
1999-09-10T00:00:00
14
21
38
9
9
5
12
48
95
95
10
14
89
29
43
5
37
70
16
6
34
16
35
50
50
-0.050853
ZOOX
1999-09-17T00:00:00
14
21
38
10
9
5
12
95
97
97
28
17
89
6
43
5
37
71
16
6
34
16
35
50
50
-0.262857
ZOOX
1999-09-24T00:00:00
14
21
38
10
9
49
63
95
96
96
5
17
89
37
43
5
37
71
16
58
34
16
35
50
50
-0.04845
ZOOX
1999-10-01T00:00:00
14
21
39
10
9
30
22
99
95
95
16
18
89
19
43
5
37
72
16
23
34
16
35
50
50
-0.136456
ZOOX
1999-10-08T00:00:00
14
22
39
10
9
91
99
33
96
96
1
17
89
45
43
5
37
71
16
97
34
16
35
50
50
0.179245
ZOOX
1999-10-15T00:00:00
14
22
39
10
9
63
55
97
96
96
11
18
89
29
43
5
37
72
16
61
34
16
35
50
50
-0.188
ZOOX
1999-10-22T00:00:00
14
22
39
10
9
95
99
26
95
95
26
17
89
18
43
5
37
71
16
98
34
16
35
50
50
0.135468
ZOOX
1999-10-29T00:00:00
14
22
39
10
9
90
95
97
95
95
10
20
89
33
43
5
37
72
16
95
34
16
35
50
50
-0.173536
ZOOX
1999-11-05T00:00:00
15
22
39
10
9
76
73
4
99
99
6
16
89
38
43
5
37
71
16
77
34
16
35
50
50
0.496063
ZOOX
1999-11-12T00:00:00
22
24
15
16
9
8
10
6
98
98
50
15
89
23
43
5
17
68
16
7
34
16
35
50
50
0.087719
ZOOX
1999-11-19T00:00:00
22
25
23
17
9
9
3
32
97
97
64
15
89
6
43
5
17
68
16
4
34
16
35
50
50
-0.046774
ZOOX
1999-11-26T00:00:00
22
25
24
17
9
5
2
70
96
96
68
16
89
4
43
5
17
69
16
3
34
16
35
50
50
-0.055838
ZOOX
1999-12-03T00:00:00
22
25
19
17
9
20
20
13
95
95
58
15
89
13
43
5
17
68
16
17
34
16
35
50
50
0.143369
ZOOX
1999-12-10T00:00:00
22
25
20
17
9
7
3
36
93
93
58
15
89
12
43
5
17
69
16
4
34
16
35
50
50
-0.047022
ZOOX
1999-12-17T00:00:00
23
25
13
18
9
22
34
80
92
92
46
16
89
28
43
5
17
69
16
26
34
16
35
50
50
-0.094579
ZOOX
1999-12-24T00:00:00
23
27
13
18
9
7
5
100
93
93
47
20
89
27
43
5
17
71
16
5
34
16
35
50
50
-0.278832
ZOOX
1999-12-31T00:00:00
23
27
18
18
9
83
94
100
92
92
89
22
89
16
43
5
17
71
16
90
34
16
35
50
50
-0.122176
ZOOX
2000-01-07T00:00:00
23
28
16
18
9
87
92
99
89
89
84
23
89
21
43
5
17
72
16
91
34
16
35
50
50
-0.053074
ZOOX
2000-01-14T00:00:00
23
27
18
18
9
76
82
65
83
83
85
22
89
18
43
5
17
72
16
81
34
16
35
50
50
0.090909
ZOOX
2000-01-21T00:00:00
23
28
16
18
9
64
62
94
79
79
78
23
89
22
43
5
17
73
16
65
34
16
35
50
50
-0.087511
ZOOX
2000-01-28T00:00:00
23
28
24
18
9
83
86
62
77
77
97
23
89
5
43
5
17
72
16
86
34
16
35
50
50
0.006088
ZOOX
2000-02-04T00:00:00
23
28
14
18
9
75
69
77
75
75
74
23
89
27
43
5
17
73
16
74
34
16
35
50
50
-0.001501
ZOOX
2000-02-11T00:00:00
22
28
10
18
9
53
28
36
70
70
64
23
89
42
43
5
17
73
16
40
34
16
35
50
50
0.030303
ZOOX
2000-02-18T00:00:00
23
27
11
20
9
5
1
9
80
80
67
20
89
41
43
5
19
71
16
2
34
16
35
50
50
0.236753
ZOOX
2000-02-25T00:00:00
23
27
24
21
9
2
2
9
79
79
94
19
89
8
43
5
19
71
16
1
34
16
35
50
50
0.084434
ZOOX
2000-03-03T00:00:00
23
26
10
20
9
2
1
8
74
74
65
18
89
43
43
5
19
70
16
1
34
16
35
50
50
0.177632
ZOOX
2000-03-10T00:00:00
23
27
15
21
9
3
4
63
76
76
77
20
89
26
43
5
19
72
16
2
34
16
35
50
50
-0.139665
ZOOX
2000-03-17T00:00:00
23
28
20
21
9
2
2
96
83
83
87
24
89
16
43
5
19
73
16
1
34
16
35
50
50
-0.255411
ZOOX
2000-03-24T00:00:00
24
28
11
20
9
2
9
58
83
83
69
22
89
43
43
5
19
72
16
3
34
16
35
50
50
0.126465
ZOOX
2000-03-31T00:00:00
26
27
27
20
1
2
10
61
80
80
99
22
89
4
43
5
19
72
16
4
35
52
31
50
50
-0.010322
ZOOX
2000-04-07T00:00:00
26
27
14
20
13
5
35
52
78
78
80
22
89
9
43
5
19
71
16
18
36
50
28
50
50
-0.024782
ZOOX
2000-04-14T00:00:00
26
30
13
20
15
36
75
93
87
87
73
28
89
10
43
5
19
73
16
58
18
49
32
50
50
-0.435829
ZOOX
2000-04-21T00:00:00
26
29
19
20
6
55
77
77
87
87
82
26
89
6
43
5
19
73
16
68
27
41
23
50
50
0.199052
ZOOX
2000-04-28T00:00:00
26
28
20
20
6
70
83
30
87
87
86
24
89
5
43
5
19
71
16
78
26
46
18
50
50
0.166008
ZOOX
2000-05-05T00:00:00
26
28
13
20
16
51
62
43
86
86
71
25
89
9
43
5
20
72
16
58
35
42
15
50
50
-0.035607
ZOOX
2000-05-12T00:00:00
26
29
20
21
7
4
7
91
87
87
88
27
89
6
43
5
21
73
16
4
35
36
11
50
50
-0.170463
ZOOX
2000-05-19T00:00:00
25
28
14
24
15
14
24
93
86
86
84
29
89
10
43
5
22
74
16
15
33
38
10
50
50
-0.084746
ZOOX
2000-05-26T00:00:00
24
29
13
24
16
19
25
90
85
85
82
31
89
11
43
5
22
75
16
17
25
37
9
50
50
-0.157407
ZOOX
2000-06-02T00:00:00
25
28
15
24
14
16
30
19
89
89
85
27
89
9
43
5
22
73
16
17
20
38
8
50
50
0.318681
ZOOX
2000-06-09T00:00:00
25
27
21
24
6
4
7
10
89
89
92
25
89
6
43
5
22
72
16
4
19
28
4
50
50
0.193733
ZOOX
2000-06-16T00:00:00
25
29
20
24
8
6
12
89
91
91
91
29
89
7
43
5
22
75
16
6
24
22
3
50
50
-0.246063
ZOOX
2000-06-23T00:00:00
25
36
17
24
12
11
38
100
96
96
86
39
89
9
43
5
22
80
16
21
26
5
8
50
50
-0.462963
ZOOX
2000-06-30T00:00:00
21
41
6
15
17
9
32
99
96
96
39
39
89
9
43
5
23
82
16
17
29
4
7
50
50
-0.056
ZOOX
2000-07-07T00:00:00
21
41
6
16
18
7
13
94
95
95
38
39
89
9
43
5
23
82
16
7
23
4
7
50
50
0.013662
ZOOX
2000-07-14T00:00:00
21
43
6
16
10
6
10
99
94
94
54
42
89
67
43
5
23
83
16
6
29
7
6
50
50
-0.148685
ZOOX
2000-07-21T00:00:00
21
43
6
16
7
6
12
81
94
94
19
41
89
64
71
5
23
82
16
7
29
7
6
50
50
0.026498
ZOOX
2000-07-28T00:00:00
21
45
6
16
3
10
48
97
93
93
28
44
89
60
74
5
23
83
16
26
29
6
6
50
50
-0.195876
ZOOX
2000-08-04T00:00:00
21
49
6
16
9
23
77
98
92
92
16
46
89
66
74
5
23
84
16
51
31
6
6
50
50
-0.147487
ZOOX
2000-08-11T00:00:00
20
49
7
16
2
7
8
91
91
91
31
46
89
57
69
5
23
84
16
5
34
6
7
50
50
0
ZOOX
2000-08-18T00:00:00
8
47
27
10
3
1
1
83
88
88
22
47
89
7
70
5
34
85
16
1
34
5
8
50
50
0.007579
ZOOX
2000-08-25T00:00:00
8
46
12
10
19
1
1
27
89
89
1
46
89
15
66
5
34
85
16
1
29
6
7
50
50
0.089552
ZOOX
2000-09-01T00:00:00
8
46
18
10
12
2
1
47
75
75
10
46
89
12
70
5
34
85
16
1
23
5
21
50
50
0.003397
ZOOX
2000-09-08T00:00:00
7
48
14
10
17
1
1
92
75
75
4
47
89
15
73
5
34
86
16
1
23
3
15
50
50
-0.098952
ZOOX
2000-09-15T00:00:00
7
48
29
9
3
1
2
85
72
72
29
48
89
6
72
5
34
86
16
1
21
5
16
50
50
-0.034061
ZOOX
2000-09-22T00:00:00
7
50
24
9
5
1
2
84
74
74
21
48
89
9
63
5
34
86
16
1
24
5
18
50
50
-0.066633
ZOOX
2000-09-29T00:00:00
8
52
13
9
19
1
1
80
71
71
2
49
89
16
66
5
35
86
16
1
25
5
19
50
50
-0.042081
ZOOX
2000-10-06T00:00:00
7
55
21
9
8
1
3
90
68
68
16
50
89
11
65
5
35
86
16
1
22
6
18
50
50
-0.149193
ZOOX
2000-10-13T00:00:00
8
54
25
10
5
1
4
78
65
65
26
50
89
9
57
5
35
86
16
2
37
7
18
50
50
-0.035962
ZOOX
2000-10-20T00:00:00
8
55
18
10
12
1
22
71
63
63
15
50
89
21
46
5
35
86
16
9
35
7
21
50
50
0.005305
ZOOX
2000-10-27T00:00:00
7
65
19
10
11
1
21
99
77
77
16
56
89
21
54
5
35
87
16
8
24
3
58
50
50
-0.297872
ZOOX
2000-11-03T00:00:00
7
63
26
9
4
1
6
84
78
78
33
55
89
17
45
5
35
87
16
2
23
5
58
50
50
0.105939
ZOOX
2000-11-10T00:00:00
7
63
15
9
16
1
11
79
76
76
7
55
89
23
40
5
35
87
16
4
25
5
68
50
50
-0.027181
ZOOX
2000-11-17T00:00:00
2
58
28
4
2
2
11
91
76
76
32
59
89
14
43
5
34
91
16
5
23
3
57
50
50
-0.155025
ZOOX
2000-11-24T00:00:00
2
61
13
4
17
2
14
87
74
74
5
60
89
23
35
5
34
91
16
7
23
4
51
50
50
-0.074933
ZOOX
2000-12-01T00:00:00
2
65
27
4
3
2
10
95
76
76
29
64
89
13
34
5
34
91
16
5
32
8
58
50
50
-0.243298
ZOOX
2000-12-08T00:00:00
2
68
14
4
15
3
15
90
74
74
7
64
89
20
35
5
34
91
16
7
35
6
58
50
50
-0.024
ZOOX
2000-12-15T00:00:00
3
64
21
4
7
3
18
51
77
77
19
63
89
16
29
5
34
91
16
9
44
5
56
50
50
0.09758
ZOOX
2000-12-22T00:00:00
2
72
14
4
16
1
3
89
78
78
5
67
89
21
38
5
34
91
16
2
53
3
57
50
50
-0.255334
ZOOX
2000-12-29T00:00:00
2
72
18
4
10
2
5
84
75
75
13
67
89
18
41
5
34
91
16
2
35
3
56
50
50
0
ZOOX
2001-01-05T00:00:00
2
78
19
4
9
2
11
100
73
73
14
73
89
18
45
5
34
92
16
5
38
1
42
50
50
-0.254059
ZOOX
2001-01-12T00:00:00
2
71
22
4
5
2
7
25
86
86
23
67
89
13
35
5
34
91
16
4
28
1
31
50
50
0.480154
ZOOX
2001-01-19T00:00:00
3
63
13
4
15
3
9
3
91
91
5
61
89
15
25
5
34
91
16
5
22
4
21
50
50
0.527249
ZOOX
2001-01-26T00:00:00
3
52
24
4
3
2
6
1
92
92
37
56
89
8
10
5
34
90
16
4
17
2
23
50
50
0.336449
ZOOX
2001-02-02T00:00:00
3
58
19
4
7
2
7
34
92
92
23
59
89
11
13
5
34
91
16
4
19
3
22
50
50
-0.152363
ZOOX
2001-02-09T00:00:00
3
50
20
4
6
3
20
1
92
92
24
55
89
11
7
5
34
90
16
10
25
2
25
50
50
0.2345
ZOOX
2001-02-16T00:00:00
7
45
16
3
9
3
11
25
92
92
58
55
89
12
6
5
32
89
16
6
21
3
30
50
50
-0.038072
ZOOX
2001-02-23T00:00:00
7
47
19
3
6
3
11
55
92
92
59
56
89
11
6
5
31
89
16
6
21
4
33
50
50
-0.118316
ZOOX
2001-03-02T00:00:00
7
56
16
3
10
1
2
92
93
93
57
59
89
10
9
5
31
90
16
1
26
9
27
50
50
-0.194126
ZOOX
2001-03-09T00:00:00
6
56
15
3
11
2
30
88
93
93
57
59
89
10
9
5
31
90
16
10
26
10
29
50
50
-0.018667
ZOOX
2001-03-16T00:00:00
7
59
14
3
13
5
90
88
93
93
56
61
89
12
12
5
31
90
16
45
29
9
30
50
50
-0.141304
ZOOX
2001-03-23T00:00:00
6
64
16
3
11
16
94
97
93
93
57
64
89
11
14
5
31
90
16
57
28
6
29
50
50
-0.154008
ZOOX
2001-03-30T00:00:00
6
71
21
3
6
7
86
98
92
92
63
67
89
9
15
5
31
91
16
43
28
16
34
50
50
-0.220698
ZOOX
2001-04-06T00:00:00
7
73
25
3
3
21
99
97
88
88
75
70
89
8
14
5
30
90
16
62
27
17
33
50
50
-0.166933