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
2022-08-12T00:00:00
5
9
31
2
12
52
59
48
74
74
51
93
1
43
68
71
58
80
2
57
42
52
5
52
16
0.045946
ZIVO
2022-08-19T00:00:00
6
10
30
2
12
67
93
54
73
73
50
93
1
46
40
71
57
80
2
87
38
53
6
52
15
-0.021964
ZIVO
2022-08-26T00:00:00
6
10
31
2
12
90
100
11
71
71
50
93
1
46
44
82
57
80
1
97
31
57
5
49
19
0.042008
ZIVO
2022-09-02T00:00:00
6
10
31
2
12
92
98
50
71
71
57
93
1
37
72
83
57
80
2
98
31
52
6
52
21
-0.049189
ZIVO
2022-09-09T00:00:00
5
10
31
2
12
83
53
90
68
68
49
93
1
46
74
83
57
80
3
70
32
52
7
58
20
-0.073333
ZIVO
2022-09-16T00:00:00
5
10
31
2
13
85
64
92
68
68
46
94
1
49
78
83
57
81
2
82
26
49
9
53
20
-0.102158
ZIVO
2022-09-23T00:00:00
6
10
31
2
13
71
37
65
64
64
64
93
1
54
21
82
57
80
1
53
22
37
13
57
38
-0.028846
ZIVO
2022-09-30T00:00:00
5
10
30
2
14
78
39
84
64
64
64
94
1
53
76
82
57
81
2
63
18
32
8
69
43
-0.075908
ZIVO
2022-10-07T00:00:00
6
10
30
2
13
80
54
11
73
73
65
93
1
46
67
82
57
80
1
72
24
26
11
78
27
0.15
ZIVO
2022-10-14T00:00:00
6
10
30
2
13
79
58
14
73
73
28
92
1
54
36
82
57
80
1
73
30
30
11
81
32
0.018634
ZIVO
2022-10-21T00:00:00
6
10
30
2
13
86
87
70
73
73
28
92
1
39
60
82
57
80
1
90
12
59
21
81
54
-0.070122
ZIVO
2022-10-28T00:00:00
6
11
30
2
15
81
61
31
73
73
28
92
1
51
64
83
57
80
2
73
14
59
29
80
46
0.078689
ZIVO
2022-11-04T00:00:00
6
11
30
2
14
51
27
76
71
71
29
92
1
35
90
84
56
80
1
36
15
66
38
83
48
-0.066869
ZIVO
2022-11-11T00:00:00
6
10
29
2
15
43
14
82
68
68
30
92
1
54
86
78
55
80
2
26
13
70
28
86
44
-0.039088
ZIVO
2022-11-18T00:00:00
5
10
34
1
15
48
28
81
61
61
69
93
1
42
84
79
61
86
3
37
10
70
27
87
44
-0.021977
ZIVO
2022-11-25T00:00:00
5
10
35
1
15
40
20
89
60
60
65
93
1
50
92
77
60
86
3
28
10
77
32
82
38
-0.038935
ZIVO
2022-12-02T00:00:00
5
10
35
1
16
57
63
87
59
59
65
93
1
51
98
77
60
86
2
60
14
79
50
74
44
-0.023502
ZIVO
2022-12-09T00:00:00
6
10
34
1
16
61
66
47
57
57
64
93
1
54
96
77
60
86
3
64
16
77
55
67
50
0.019328
ZIVO
2022-12-16T00:00:00
6
10
34
1
15
41
31
16
53
53
71
92
1
38
96
76
60
85
3
34
15
78
45
63
52
0.036232
ZIVO
2022-12-23T00:00:00
6
10
33
1
16
48
65
29
51
51
63
92
1
41
97
76
61
85
2
56
14
78
50
64
53
-0.008741
ZIVO
2022-12-30T00:00:00
6
10
34
1
16
46
33
91
57
57
64
93
1
39
98
76
61
86
1
37
19
84
42
54
45
-0.118166
ZIVO
2023-01-06T00:00:00
5
10
34
1
15
34
23
97
55
55
69
94
1
28
99
76
61
87
2
25
16
91
26
60
37
-0.068
ZIVO
2023-01-13T00:00:00
5
10
34
1
15
35
21
46
63
63
64
93
1
65
98
76
61
86
1
26
17
81
31
58
27
0.154506
ZIVO
2023-01-20T00:00:00
6
10
34
1
15
33
16
9
66
66
58
92
1
70
96
76
61
85
1
22
14
76
21
59
29
0.118959
ZIVO
2023-01-27T00:00:00
6
10
34
1
15
30
15
15
66
66
62
92
1
65
92
76
61
85
2
20
13
81
18
52
26
0.043189
ZIVO
2023-02-03T00:00:00
6
10
34
1
15
34
30
12
66
66
55
92
1
72
84
76
61
85
1
29
16
73
15
42
20
0.082803
ZIVO
2023-02-10T00:00:00
6
10
33
1
16
39
56
14
65
65
60
92
1
69
50
76
61
85
2
45
19
64
25
31
13
-0.011765
ZIVO
2023-02-17T00:00:00
6
10
33
1
16
40
57
63
65
65
57
92
1
74
56
74
61
85
1
47
19
62
30
30
14
-0.049454
ZIVO
2023-02-24T00:00:00
6
10
33
1
15
31
17
9
65
65
73
91
1
49
52
60
61
84
2
21
22
86
31
26
20
0.06142
ZIVO
2023-03-03T00:00:00
6
10
33
1
16
25
8
16
64
64
64
91
1
72
42
58
60
84
2
13
33
71
28
28
23
0.023599
ZIVO
2023-03-10T00:00:00
7
10
33
1
15
26
34
41
61
61
70
91
1
60
41
58
60
84
1
21
39
45
18
61
27
-0.076657
ZIVO
2023-03-17T00:00:00
28
67
25
1
16
45
78
27
58
58
61
91
2
54
35
54
73
84
2
67
58
58
28
53
34
0.029963
ZIVO
2023-03-24T00:00:00
27
66
26
1
16
63
74
96
71
71
64
93
2
48
50
55
73
85
1
74
86
43
47
30
40
-0.230303
ZIVO
2023-03-31T00:00:00
28
67
25
1
16
81
85
28
74
74
58
91
2
57
29
56
72
84
1
90
65
44
45
41
25
0.212598
ZIVO
2023-04-07T00:00:00
28
67
25
1
15
75
86
45
72
72
56
91
2
59
34
56
72
84
2
86
62
44
42
47
27
-0.006494
ZIVO
2023-04-14T00:00:00
27
67
25
1
15
51
63
67
71
71
52
92
2
67
47
56
72
84
1
60
67
45
40
45
24
-0.045752
ZIVO
2023-04-21T00:00:00
28
67
25
1
15
85
92
56
70
70
44
92
2
51
45
55
72
84
2
92
67
46
39
45
24
0.017123
ZIVO
2023-04-28T00:00:00
28
67
25
1
15
72
89
66
70
70
42
92
2
52
44
56
71
84
2
84
68
47
39
44
23
-0.010101
ZIVO
2023-05-05T00:00:00
27
66
25
1
16
59
72
68
68
68
18
92
2
75
41
57
72
85
2
65
64
41
39
42
22
-0.054422
ZIVO
2023-05-12T00:00:00
28
63
30
1
15
71
84
14
69
69
60
91
2
56
36
72
96
84
3
80
60
50
28
39
28
0.100719
ZIVO
2023-05-19T00:00:00
28
64
30
1
15
25
12
76
68
68
53
91
2
64
70
86
96
85
1
17
58
46
25
34
28
-0.055556
ZIVO
2023-05-26T00:00:00
27
64
30
1
16
48
55
75
67
67
49
92
2
69
51
86
95
85
1
50
61
45
20
33
24
-0.039792
ZIVO
2023-06-02T00:00:00
27
64
30
1
15
52
57
88
64
64
53
92
2
65
41
86
96
85
3
53
63
38
23
34
22
-0.009009
ZIVO
2023-06-09T00:00:00
27
64
30
1
16
41
33
85
57
57
48
92
2
71
44
88
96
86
1
35
71
48
31
26
22
-0.010909
ZIVO
2023-06-16T00:00:00
27
63
30
1
16
44
51
91
56
56
46
92
2
73
62
88
96
86
1
45
59
52
23
15
37
-0.044118
ZIVO
2023-06-23T00:00:00
26
61
31
1
16
45
42
98
62
62
49
93
2
70
63
88
96
87
2
42
61
52
22
12
36
-0.146154
ZIVO
2023-06-30T00:00:00
26
62
30
1
16
39
37
67
65
65
43
93
2
75
37
85
96
87
2
36
65
46
39
16
20
0.09009
ZIVO
2023-07-07T00:00:00
26
62
31
1
15
60
80
83
64
64
59
93
3
60
45
85
96
87
2
73
67
50
45
16
19
-0.024793
ZIVO
2023-07-14T00:00:00
26
61
31
1
16
45
36
97
67
67
65
94
2
53
77
85
96
88
2
38
76
62
42
17
14
-0.144068
ZIVO
2023-07-21T00:00:00
25
60
31
1
15
42
27
98
65
65
63
94
3
55
82
85
96
89
1
31
83
70
44
12
17
-0.079208
ZIVO
2023-07-28T00:00:00
26
61
31
1
15
36
19
75
66
66
59
94
3
60
90
85
96
89
2
23
81
72
41
12
15
0.053763
ZIVO
2023-08-04T00:00:00
26
62
31
1
15
34
15
20
68
68
62
93
2
55
87
85
95
87
2
20
86
83
43
12
17
0.079167
ZIVO
2023-08-11T00:00:00
26
61
30
1
15
29
11
65
66
66
33
94
2
58
91
85
95
87
3
17
88
81
44
14
18
-0.066267
ZIVO
2023-08-18T00:00:00
27
60
30
2
15
19
5
78
65
65
37
93
3
34
88
14
98
83
3
10
85
79
38
18
16
-0.063291
ZIVO
2023-08-25T00:00:00
27
60
30
2
15
23
12
86
64
64
28
93
3
45
82
21
98
84
3
15
86
78
45
22
15
-0.04973
ZIVO
2023-09-01T00:00:00
27
60
30
2
15
21
13
30
65
65
36
93
3
37
85
20
98
83
1
14
86
77
45
19
16
0.075085
ZIVO
2023-09-08T00:00:00
27
61
30
2
15
13
4
33
63
63
24
93
3
48
90
20
98
83
2
6
84
72
47
27
21
-0.010582
ZIVO
2023-09-15T00:00:00
26
58
30
2
15
11
3
98
73
73
39
95
3
35
93
20
98
86
2
5
88
59
54
17
32
-0.262032
ZIVO
2023-09-22T00:00:00
26
59
30
2
14
12
7
80
72
72
30
94
3
43
85
20
98
85
3
8
92
72
52
19
35
0.014493
ZIVO
2023-09-29T00:00:00
26
59
30
2
14
16
40
94
71
71
27
95
4
45
89
20
98
86
3
24
93
79
66
16
28
-0.071429
ZIVO
2023-10-06T00:00:00
25
56
32
2
14
16
21
99
77
77
28
96
4
42
90
20
98
89
3
16
89
79
68
20
31
-0.284615
ZIVO
2023-10-13T00:00:00
24
56
33
2
14
15
18
99
77
77
1
97
4
56
86
20
98
90
3
15
79
84
30
22
47
-0.192473
ZIVO
2023-10-20T00:00:00
24
55
34
2
14
15
15
98
76
76
3
98
4
54
86
20
98
91
3
14
75
87
25
15
62
-0.134487
ZIVO
2023-10-27T00:00:00
23
53
36
2
14
16
36
100
80
80
1
99
4
56
90
21
98
93
1
24
76
75
43
22
57
-0.320513
ZIVO
2023-11-03T00:00:00
22
51
38
2
13
18
46
99
77
77
5
99
4
50
93
21
98
94
3
30
78
70
57
23
38
-0.15283
ZIVO
2023-11-10T00:00:00
21
49
41
2
12
11
4
100
78
78
37
100
2
37
93
21
98
95
3
6
77
86
56
27
55
-0.334076
ZIVO
2023-11-17T00:00:00
22
51
41
3
11
13
9
99
75
75
56
100
1
12
93
39
86
90
2
10
78
87
59
46
42
-0.143813
ZIVO
2023-11-24T00:00:00
22
50
42
2
8
11
7
99
74
74
61
100
1
9
94
38
86
90
3
8
70
83
52
72
26
-0.140625
ZIVOW
2021-06-04T00:00:00
50
50
50
50
1
31
34
68
91
91
52
50
50
50
60
50
50
50
50
29
71
56
73
38
87
0.235294
ZIVOW
2021-06-11T00:00:00
50
50
50
50
1
31
34
6
91
91
49
50
50
50
60
50
50
50
50
29
71
56
73
38
87
0.190476
ZIVOW
2021-06-18T00:00:00
50
50
50
50
1
31
34
2
18
18
49
50
50
50
60
50
50
50
50
29
71
56
73
38
87
0.16
ZIVOW
2021-06-25T00:00:00
50
50
50
50
1
31
34
16
77
77
48
50
50
50
60
50
50
50
50
29
71
56
73
38
87
0
ZIVOW
2021-07-02T00:00:00
50
50
50
50
1
31
34
62
83
83
48
50
50
50
60
50
50
50
50
30
71
56
73
38
87
-0.048276
ZIVOW
2021-07-09T00:00:00
50
50
50
50
1
31
34
2
83
83
49
50
50
50
60
50
50
50
50
30
71
56
73
38
87
0.173913
ZIVOW
2021-07-16T00:00:00
50
50
50
50
1
31
34
85
96
96
50
50
50
50
60
50
50
50
50
29
71
56
73
38
87
-0.271605
ZIVOW
2021-07-23T00:00:00
50
50
50
50
1
31
34
95
95
95
52
50
50
50
60
50
50
50
50
30
71
56
73
38
87
-0.059322
ZIVOW
2021-07-30T00:00:00
50
50
50
50
1
43
36
96
94
94
54
50
50
50
60
50
50
50
50
39
71
56
73
38
87
-0.036036
ZIVOW
2021-08-06T00:00:00
50
50
50
50
1
76
91
10
95
95
49
50
50
50
60
50
50
50
50
87
71
56
73
38
87
0.224299
ZIVOW
2021-08-13T00:00:00
50
50
50
50
1
94
98
96
97
97
45
50
50
50
60
50
50
50
50
97
71
56
73
38
87
-0.236641
ZIVOW
2021-08-20T00:00:00
50
50
50
50
1
84
93
74
97
97
43
50
50
50
60
50
50
50
50
91
71
56
73
38
87
0
ZIVOW
2021-08-27T00:00:00
50
50
50
50
1
66
71
96
95
95
44
50
50
50
60
50
50
50
50
73
71
56
73
38
87
-0.05
ZIVOW
2021-09-03T00:00:00
50
50
50
50
1
95
99
48
95
95
45
50
50
50
60
50
50
50
50
98
71
56
73
38
87
0.052632
ZIVOW
2021-09-10T00:00:00
50
50
50
50
1
10
22
7
94
94
45
50
50
50
60
50
50
50
50
13
71
56
73
38
87
0.1
ZIVOW
2021-09-17T00:00:00
50
50
50
50
1
8
8
63
93
93
45
50
50
50
60
50
50
50
50
6
71
56
73
38
87
-0.063636
ZIVOW
2021-09-24T00:00:00
50
50
50
50
1
9
4
2
93
93
45
50
50
50
60
50
50
50
50
5
71
56
73
38
87
0.165049
ZIVOW
2021-10-01T00:00:00
50
50
50
50
1
75
82
94
95
95
48
50
50
50
60
50
50
50
50
82
71
56
73
38
87
-0.183333
ZIVOW
2021-10-08T00:00:00
50
50
50
50
1
8
5
90
94
94
54
50
50
50
60
50
50
50
50
5
71
56
73
38
87
-0.070408
ZIVOW
2021-10-15T00:00:00
50
50
50
50
1
15
12
23
94
94
59
50
50
50
60
50
50
50
50
12
71
56
73
38
87
0.141603
ZIVOW
2021-10-22T00:00:00
50
50
50
50
1
10
6
69
92
92
24
50
50
50
60
50
50
50
50
7
71
56
73
38
87
-0.038462
ZIVOW
2021-10-29T00:00:00
50
50
50
50
1
13
11
36
91
91
58
50
50
50
60
50
50
50
50
10
71
56
73
38
87
0.01
ZIVOW
2021-11-05T00:00:00
50
50
50
50
1
33
83
99
92
92
49
50
50
50
60
50
50
50
50
59
71
56
73
38
87
-0.138614
ZIVOW
2021-11-12T00:00:00
50
50
50
50
1
20
36
50
91
91
25
50
50
50
60
50
50
50
50
25
71
56
73
38
87
0.089655
ZIVOW
2021-11-19T00:00:00
50
50
50
50
1
86
93
87
90
90
11
50
50
50
60
50
50
50
50
92
71
56
73
38
87
-0.103376
ZIVOW
2021-11-26T00:00:00
50
50
50
50
1
16
12
16
89
89
18
50
50
50
60
50
50
50
50
12
71
56
73
38
87
0.058824
ZIVOW
2021-12-03T00:00:00
50
50
50
50
1
12
11
78
86
86
10
50
50
50
60
50
50
50
50
10
71
56
73
38
87
-0.111111
ZIVOW
2021-12-10T00:00:00
50
50
50
50
1
29
69
50
83
83
17
50
50
50
60
50
50
50
50
48
71
56
73
38
87
0.05
ZIVOW
2021-12-17T00:00:00
50
50
50
50
1
22
20
73
80
80
22
50
50
50
60
50
50
50
50
19
71
56
73
38
87
-0.05119
ZIVOW
2021-12-24T00:00:00
50
50
50
50
1
23
35
3
87
87
41
50
50
50
60
50
50
50
50
26
71
56
73
38
87
0.19197
ZIVOW
2021-12-31T00:00:00
50
50
50
50
1
6
3
12
85
85
38
50
50
50
60
50
50
50
50
3
71
56
73
38
87
-0.010526
ZIVOW
2022-01-07T00:00:00
50
50
50
50
1
14
19
74
87
87
35
50
50
50
60
50
50
50
50
14
71
56
73
38
87
-0.117021