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
⌀
ZIVO
2020-09-11T00:00:00
30
62
26
1
21
48
43
34
50
50
72
89
86
8
97
12
100
77
51
44
27
50
16
78
1
0.018519
ZIVO
2020-09-18T00:00:00
29
61
26
1
21
48
42
75
48
48
70
90
86
11
95
12
100
78
51
44
28
54
17
78
1
-0.045455
ZIVO
2020-09-25T00:00:00
30
61
26
1
21
45
36
13
47
47
63
89
86
20
94
11
100
77
51
39
31
51
12
74
2
0.047619
ZIVO
2020-10-02T00:00:00
31
64
24
1
21
34
19
2
76
76
63
87
86
19
56
12
100
74
51
21
52
55
21
55
14
0.363636
ZIVO
2020-10-09T00:00:00
30
64
24
1
21
41
64
5
75
75
61
87
86
16
61
12
100
75
51
55
51
53
21
56
14
0.066667
ZIVO
2020-10-16T00:00:00
30
64
25
1
21
55
79
34
75
75
50
87
99
21
72
11
100
75
51
70
52
54
19
56
15
-0.0625
ZIVO
2020-10-23T00:00:00
30
63
25
1
21
24
13
65
75
75
53
88
99
19
86
12
100
75
51
14
51
54
23
56
15
-0.02
ZIVO
2020-10-30T00:00:00
30
64
24
1
21
28
33
21
73
73
63
87
99
13
68
11
100
74
51
27
54
49
26
57
15
0.006803
ZIVO
2020-11-06T00:00:00
29
63
25
1
21
38
59
39
71
71
70
87
99
10
69
11
100
74
51
48
56
49
25
59
15
0.013514
ZIVO
2020-11-13T00:00:00
24
62
29
1
22
28
28
69
67
67
52
87
100
14
62
6
100
83
51
25
54
47
28
59
15
0
ZIVO
2020-11-20T00:00:00
24
62
29
1
21
43
75
87
66
66
52
88
100
15
49
6
100
83
51
59
44
38
31
66
8
-0.006667
ZIVO
2020-11-27T00:00:00
24
60
30
1
21
91
99
99
68
68
52
89
100
13
42
8
100
85
51
97
95
73
61
54
11
-0.09396
ZIVO
2020-12-04T00:00:00
23
60
30
1
22
91
98
97
67
67
45
90
100
19
31
8
100
85
51
96
92
56
43
29
19
-0.022222
ZIVO
2020-12-11T00:00:00
23
60
30
1
22
86
95
55
53
53
55
89
100
12
45
8
100
85
51
93
97
12
49
15
79
0.060606
ZIVO
2020-12-18T00:00:00
23
59
30
1
21
85
82
96
52
52
62
90
100
9
45
8
100
86
51
88
97
48
78
20
78
-0.078571
ZIVO
2020-12-25T00:00:00
23
60
30
1
21
89
92
21
61
61
49
89
100
17
23
8
100
85
51
95
77
72
83
3
99
0.147287
ZIVO
2021-01-01T00:00:00
23
60
30
1
22
83
80
23
60
60
53
89
100
14
31
8
100
85
51
85
76
78
84
3
99
0.013514
ZIVO
2021-01-08T00:00:00
23
60
30
1
21
81
51
29
59
59
50
90
100
13
38
8
100
85
51
70
72
77
84
2
99
0.033333
ZIVO
2021-01-15T00:00:00
23
59
30
1
21
74
38
71
59
59
24
91
100
32
39
8
100
85
51
58
73
72
85
3
99
-0.032258
ZIVO
2021-01-22T00:00:00
22
58
31
1
21
44
10
98
60
60
17
92
100
37
55
8
100
86
51
24
76
72
86
3
100
-0.066667
ZIVO
2021-01-29T00:00:00
22
59
30
1
21
33
8
20
59
59
20
91
100
35
50
8
100
85
51
17
81
73
89
3
100
0.071429
ZIVO
2021-02-05T00:00:00
22
58
30
1
21
46
27
49
54
54
18
91
100
37
51
8
100
86
51
36
82
69
89
3
100
0.033333
ZIVO
2021-02-12T00:00:00
22
57
31
1
21
23
8
78
53
53
45
92
100
26
54
7
100
86
51
12
84
57
87
4
99
-0.032258
ZIVO
2021-02-19T00:00:00
21
57
31
1
21
60
64
77
51
51
21
93
100
37
50
7
100
86
51
65
82
68
91
4
100
0
ZIVO
2021-02-26T00:00:00
25
60
29
1
21
64
71
22
47
47
45
91
100
26
38
3
99
81
51
71
88
73
93
3
99
0.033333
ZIVO
2021-03-05T00:00:00
25
60
29
1
21
63
69
68
48
48
42
92
100
31
53
3
99
81
51
70
89
69
89
3
97
-0.096774
ZIVO
2021-03-12T00:00:00
24
59
29
1
21
55
41
92
45
45
53
93
100
26
62
3
99
82
51
49
85
73
88
5
96
0
ZIVO
2021-03-19T00:00:00
25
60
29
1
21
33
4
32
48
48
55
92
100
26
54
3
99
81
51
15
87
74
86
6
99
0.071429
ZIVO
2021-03-26T00:00:00
26
60
28
1
21
61
70
23
46
46
42
92
100
36
45
3
99
81
51
71
87
71
86
6
99
-0.006667
ZIVO
2021-04-02T00:00:00
25
58
29
1
22
55
48
89
50
50
58
93
100
27
62
3
99
82
51
52
88
76
92
7
99
-0.09396
ZIVO
2021-04-09T00:00:00
26
59
29
1
22
45
19
64
51
51
43
93
100
35
76
3
99
81
51
31
88
67
92
6
99
0.037037
ZIVO
2021-04-16T00:00:00
26
59
29
1
21
44
23
78
51
51
60
93
100
33
72
3
99
81
51
33
89
65
91
7
99
-0.035714
ZIVO
2021-04-23T00:00:00
26
58
29
1
21
61
65
84
51
51
53
93
100
36
76
3
99
82
51
67
87
68
92
7
96
-0.037037
ZIVO
2021-04-30T00:00:00
26
59
29
1
22
40
27
53
52
52
71
93
100
27
80
3
99
82
51
31
87
69
91
8
95
0.030769
ZIVO
2021-05-07T00:00:00
26
59
29
1
22
37
13
66
51
51
72
93
100
27
76
2
99
82
51
23
89
63
87
17
92
-0.007463
ZIVO
2021-05-14T00:00:00
27
60
30
1
22
51
59
48
47
47
61
93
100
41
70
7
99
82
51
56
87
60
86
22
90
-0.007519
ZIVO
2021-05-21T00:00:00
26
61
31
1
22
55
64
87
47
47
64
93
100
26
70
7
99
85
51
62
85
60
83
28
91
-0.030303
ZIVO
2021-05-28T00:00:00
21
54
35
1
20
29
17
100
87
87
64
97
100
27
92
7
99
90
51
19
97
91
64
37
57
-0.59082
ZIVO
2021-06-04T00:00:00
21
54
35
1
19
38
25
93
87
87
43
97
100
39
92
7
99
90
51
29
94
88
68
51
38
0.023866
ZIVO
2021-06-11T00:00:00
21
54
35
1
2
33
22
91
87
87
67
97
100
26
90
7
100
89
51
25
94
83
62
30
33
0.095571
ZIVO
2021-06-18T00:00:00
21
53
35
1
2
24
17
78
87
87
61
97
100
29
89
7
100
89
51
17
94
83
61
27
32
-0.068085
ZIVO
2021-06-25T00:00:00
21
53
35
1
2
25
26
44
88
88
49
97
100
37
91
7
100
90
51
21
95
84
61
29
34
0.059361
ZIVO
2021-07-02T00:00:00
20
53
35
1
2
26
29
96
88
88
47
97
100
37
91
7
100
90
51
25
95
86
61
30
35
-0.077586
ZIVO
2021-07-09T00:00:00
20
52
36
1
2
23
36
92
88
88
50
97
100
34
88
7
100
91
51
27
89
76
51
39
26
-0.053738
ZIVO
2021-07-16T00:00:00
21
53
35
1
1
19
21
63
87
87
43
97
100
37
86
7
100
90
51
17
91
81
60
38
24
-0.004938
ZIVO
2021-07-23T00:00:00
20
52
36
1
2
1
1
94
86
86
43
97
100
37
86
7
100
91
51
1
89
74
53
40
19
-0.086849
ZIVO
2021-07-30T00:00:00
20
52
37
1
1
1
1
93
87
87
15
97
100
37
88
7
100
91
51
1
89
75
52
39
19
-0.048913
ZIVO
2021-08-06T00:00:00
19
52
37
1
2
1
1
95
77
77
25
98
100
33
89
39
100
92
51
1
91
79
66
47
18
-0.057143
ZIVO
2021-08-13T00:00:00
20
53
36
1
1
1
1
90
75
75
26
98
42
35
86
39
100
92
51
1
91
79
64
52
17
-0.045455
ZIVO
2021-08-20T00:00:00
4
18
13
2
1
1
8
57
70
70
40
97
3
20
83
60
41
84
51
3
93
89
62
45
20
0.015873
ZIVO
2021-08-27T00:00:00
4
18
13
2
1
1
2
71
67
67
61
97
3
6
69
58
42
84
51
1
90
87
59
50
18
0.009375
ZIVO
2021-09-03T00:00:00
3
18
13
2
2
1
5
70
64
64
40
97
3
20
66
59
42
85
51
2
99
92
55
49
12
-0.006192
ZIVO
2021-09-10T00:00:00
4
18
13
2
1
1
14
10
69
69
56
97
3
9
64
59
42
84
51
5
100
94
56
55
13
0.087227
ZIVO
2021-09-17T00:00:00
3
19
13
2
1
1
5
98
79
79
51
98
3
12
67
58
41
85
51
2
100
90
57
64
17
-0.197708
ZIVO
2021-09-24T00:00:00
6
15
12
2
1
1
5
1
98
98
57
94
3
9
36
58
41
80
51
2
100
97
50
52
74
0.946429
ZIVO
2021-10-01T00:00:00
5
16
12
2
1
1
4
48
98
98
60
96
3
7
30
59
41
82
51
2
100
90
45
47
65
-0.240367
ZIVO
2021-10-08T00:00:00
4
17
13
2
1
1
5
69
98
98
49
96
3
11
32
59
41
83
51
2
100
88
33
41
66
-0.123188
ZIVO
2021-10-15T00:00:00
4
16
12
2
1
2
20
30
98
98
43
96
3
20
32
59
41
82
51
9
100
81
24
50
67
0.143251
ZIVO
2021-10-22T00:00:00
4
17
12
2
1
1
11
87
98
98
58
96
3
17
33
59
41
83
51
5
100
80
20
46
69
-0.108434
ZIVO
2021-10-29T00:00:00
4
17
12
2
1
1
13
78
98
98
69
97
3
11
13
50
41
83
51
5
100
80
21
50
70
-0.035135
ZIVO
2021-11-05T00:00:00
4
17
12
2
1
2
74
87
98
98
67
97
3
13
13
51
41
84
51
35
100
77
19
50
79
0.022409
ZIVO
2021-11-12T00:00:00
4
16
13
2
1
1
4
33
98
98
66
96
2
16
14
50
41
83
51
2
100
79
26
56
81
0.041096
ZIVO
2021-11-19T00:00:00
4
16
18
2
1
23
100
83
98
98
70
96
3
6
14
70
40
89
51
64
100
74
30
57
76
-0.105263
ZIVO
2021-11-26T00:00:00
4
15
19
2
1
7
87
57
98
98
68
96
3
8
2
69
40
89
51
45
99
85
31
51
70
0.008824
ZIVO
2021-12-03T00:00:00
4
15
18
2
1
4
35
67
94
94
61
96
3
16
2
62
40
89
51
18
99
89
30
46
75
-0.049563
ZIVO
2021-12-10T00:00:00
4
15
19
2
1
9
88
48
91
91
62
96
3
16
2
61
40
89
51
47
98
87
20
47
77
0.027607
ZIVO
2021-12-17T00:00:00
4
16
19
2
1
5
26
90
90
90
63
97
3
14
2
61
39
90
51
13
98
87
19
49
75
-0.131343
ZIVO
2021-12-24T00:00:00
4
16
19
2
1
4
24
86
86
86
71
97
3
4
5
61
39
90
51
12
98
87
18
47
74
0.010309
ZIVO
2021-12-31T00:00:00
4
16
18
2
1
4
13
84
84
84
63
97
3
13
2
61
39
90
51
6
98
87
18
47
79
-0.02381
ZIVO
2022-01-07T00:00:00
3
18
19
2
1
6
50
96
87
87
54
97
3
18
3
61
39
91
51
24
98
89
17
48
81
-0.149826
ZIVO
2022-01-14T00:00:00
4
16
19
2
1
6
24
30
91
91
58
97
3
9
3
61
39
89
51
13
98
92
15
44
74
0.135246
ZIVO
2022-01-21T00:00:00
4
16
18
2
1
8
34
20
90
90
63
96
3
6
4
61
39
89
51
20
99
94
24
37
71
0.00722
ZIVO
2022-01-28T00:00:00
4
16
18
2
1
11
37
54
89
89
66
96
3
4
2
61
39
89
51
23
98
94
28
36
71
-0.0681
ZIVO
2022-02-04T00:00:00
5
16
18
2
1
12
41
3
91
91
64
96
3
5
2
61
39
88
51
25
92
71
31
34
92
0.157692
ZIVO
2022-02-11T00:00:00
6
14
17
2
1
9
18
1
96
96
64
94
1
6
1
63
39
86
51
12
95
64
13
35
89
0.352159
ZIVO
2022-02-18T00:00:00
5
14
17
2
1
9
16
21
96
96
68
95
2
6
1
63
39
86
51
11
93
63
12
36
91
-0.103194
ZIVO
2022-02-25T00:00:00
5
14
17
2
1
9
25
40
96
96
67
95
2
7
3
61
39
86
51
16
93
63
11
33
92
-0.024658
ZIVO
2022-03-04T00:00:00
6
15
18
2
2
6
6
48
95
95
66
95
2
10
2
60
39
86
51
4
92
63
16
36
93
0
ZIVO
2022-03-11T00:00:00
6
14
17
2
1
12
32
29
94
94
72
95
2
5
2
60
39
85
51
21
90
58
15
39
92
0.002809
ZIVO
2022-03-18T00:00:00
6
14
17
2
1
17
57
76
90
90
72
95
2
5
1
59
39
86
51
36
91
52
10
45
95
-0.019608
ZIVO
2022-03-25T00:00:00
7
14
18
2
1
16
38
14
90
90
68
95
2
10
2
69
39
85
51
26
89
53
9
46
95
0.134286
ZIVO
2022-04-01T00:00:00
7
13
19
2
1
28
90
30
89
89
72
94
2
6
2
69
39
85
51
59
91
61
9
49
91
-0.017632
ZIVO
2022-04-08T00:00:00
7
13
19
2
1
60
100
59
88
88
69
95
2
7
1
69
39
85
51
84
90
59
10
50
92
-0.069231
ZIVO
2022-04-15T00:00:00
7
13
19
2
1
48
98
83
88
88
61
95
2
10
2
69
39
85
51
76
89
59
9
48
93
-0.035813
ZIVO
2022-04-22T00:00:00
3
11
19
1
1
46
92
79
79
79
49
95
3
8
1
61
42
82
2
72
89
60
9
48
92
-0.057143
ZIVO
2022-04-29T00:00:00
3
12
19
1
1
47
88
67
75
75
37
95
3
12
1
61
42
83
2
69
89
58
10
49
91
-0.030303
ZIVO
2022-05-06T00:00:00
3
12
19
1
1
48
85
36
75
75
19
94
2
22
1
62
42
83
1
68
87
57
10
54
92
0.0375
ZIVO
2022-05-13T00:00:00
6
11
28
1
1
43
60
71
75
75
44
94
1
19
2
60
56
87
1
50
87
55
10
52
92
-0.09488
ZIVO
2022-05-20T00:00:00
5
11
29
1
1
61
88
90
76
76
53
95
1
13
5
60
56
88
2
80
87
55
10
55
92
-0.114809
ZIVO
2022-05-27T00:00:00
5
11
29
1
1
63
89
32
84
84
40
94
1
21
14
60
56
87
2
81
84
50
8
49
90
0.169173
ZIVO
2022-06-03T00:00:00
6
11
28
1
1
51
52
2
86
86
39
93
1
21
8
60
56
86
2
51
57
34
5
71
61
0.173633
ZIVO
2022-06-10T00:00:00
6
10
28
1
3
45
39
10
85
85
58
94
1
9
18
60
56
86
2
41
58
51
5
78
62
-0.041096
ZIVO
2022-06-17T00:00:00
6
11
29
1
5
41
35
52
84
84
58
94
1
9
12
60
56
87
2
36
47
39
6
86
58
-0.102857
ZIVO
2022-06-24T00:00:00
6
10
28
1
6
40
42
13
84
84
62
93
1
7
12
60
56
86
1
40
48
56
7
84
56
0.127389
ZIVO
2022-07-01T00:00:00
7
11
28
1
8
49
58
1
85
85
60
92
1
9
8
60
56
84
1
53
41
35
9
71
32
0.159605
ZIVO
2022-07-08T00:00:00
7
10
28
1
9
41
43
9
83
83
43
92
1
19
8
72
56
85
1
41
40
28
8
66
20
0.017052
ZIVO
2022-07-15T00:00:00
7
11
28
1
9
30
22
68
84
84
43
93
1
17
21
71
56
85
2
25
43
32
9
66
21
-0.118563
ZIVO
2022-07-22T00:00:00
7
11
28
1
10
44
45
69
83
83
49
93
1
40
28
71
56
85
2
41
45
37
7
65
21
0.023098
ZIVO
2022-07-29T00:00:00
6
11
28
1
11
60
95
81
81
81
51
93
1
39
39
71
56
86
2
84
45
48
5
49
16
-0.03869
ZIVO
2022-08-05T00:00:00
5
9
31
2
11
61
94
54
77
77
43
94
1
51
50
60
59
81
2
81
41
49
5
52
16
0.022288