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
⌀
ZIXI
2021-01-22T00:00:00
46
55
94
86
16
56
56
84
58
58
44
60
2
33
43
93
80
94
4
58
5
18
79
66
69
-0.03358
ZIXI
2021-01-29T00:00:00
46
55
94
86
25
58
63
70
56
56
38
60
2
36
47
93
80
94
4
63
6
33
78
68
76
-0.040047
ZIXI
2021-02-05T00:00:00
46
53
93
86
4
60
63
17
69
69
62
58
2
26
27
93
80
93
4
65
5
30
73
67
81
0.198773
ZIXI
2021-02-12T00:00:00
46
54
93
85
11
73
87
26
68
68
51
58
2
32
26
92
80
93
4
84
6
31
73
71
82
0.025589
ZIXI
2021-02-19T00:00:00
47
55
94
85
6
73
88
23
67
67
61
57
2
29
22
90
80
93
4
84
7
25
69
68
77
0.010479
ZIXI
2021-02-26T00:00:00
47
60
95
85
36
74
83
99
77
77
41
62
2
44
42
91
80
94
4
83
2
18
61
55
94
-0.271111
ZIXI
2021-03-05T00:00:00
43
62
97
59
34
65
60
84
76
76
51
61
3
46
53
100
84
95
4
66
1
11
56
56
91
-0.031165
ZIXI
2021-03-12T00:00:00
44
61
97
59
9
65
62
66
76
76
62
61
3
37
73
100
84
95
4
67
2
10
58
48
92
0.103497
ZIXI
2021-03-19T00:00:00
44
61
97
59
28
57
35
44
76
76
53
60
3
47
84
100
84
94
4
46
2
9
56
48
91
-0.001267
ZIXI
2021-03-26T00:00:00
44
63
97
59
21
57
28
73
75
75
57
60
3
45
78
100
84
94
4
42
2
8
54
51
90
-0.069162
ZIXI
2021-04-02T00:00:00
45
62
97
59
30
74
78
34
75
75
57
60
3
47
85
100
84
94
4
80
2
7
56
53
95
0.055215
ZIXI
2021-04-09T00:00:00
45
61
97
59
11
73
74
69
74
74
64
60
3
79
73
100
84
94
4
78
1
11
60
52
96
-0.021964
ZIXI
2021-04-16T00:00:00
45
61
97
59
12
75
76
33
73
73
39
60
3
80
62
100
84
94
4
80
1
4
43
65
91
0.008587
ZIXI
2021-04-23T00:00:00
45
63
97
59
28
15
4
81
73
73
26
60
3
85
77
100
84
94
4
7
1
5
44
66
85
-0.034709
ZIXI
2021-04-30T00:00:00
44
61
97
62
40
16
8
14
74
74
19
59
3
87
74
100
84
94
4
9
1
3
44
69
80
0.069878
ZIXI
2021-05-07T00:00:00
44
63
75
77
39
29
16
86
69
69
29
61
2
88
76
74
83
94
10
20
1
4
41
70
77
-0.099556
ZIXI
2021-05-14T00:00:00
44
62
75
78
14
32
21
75
68
68
38
61
2
82
78
74
84
94
9
24
2
5
40
67
82
-0.01831
ZIXI
2021-05-21T00:00:00
44
62
75
79
6
21
19
86
66
66
46
62
2
79
78
75
85
95
9
17
2
6
40
66
82
-0.004304
ZIXI
2021-05-28T00:00:00
42
63
75
79
38
34
35
77
64
64
28
62
2
87
68
74
86
95
9
31
1
6
43
68
88
0.004323
ZIXI
2021-06-04T00:00:00
42
62
75
79
6
23
27
77
61
61
49
63
2
77
70
74
86
95
9
22
2
7
41
63
95
-0.001435
ZIXI
2021-06-11T00:00:00
42
62
74
79
13
31
40
36
60
60
41
62
2
81
71
74
87
95
9
33
2
7
43
59
96
0.053161
ZIXI
2021-06-18T00:00:00
42
62
75
79
16
22
24
48
58
58
38
63
2
83
69
63
87
95
9
20
2
7
37
49
96
-0.030014
ZIXI
2021-06-25T00:00:00
42
62
75
79
15
40
72
75
57
57
39
63
2
83
61
63
87
95
9
58
1
7
38
49
94
-0.007032
ZIXI
2021-07-02T00:00:00
41
62
75
79
11
18
21
58
55
55
42
63
2
81
56
62
87
95
9
17
1
8
31
51
92
0.001416
ZIXI
2021-07-09T00:00:00
42
62
75
79
9
21
23
59
53
53
44
62
2
80
57
62
87
95
9
20
1
8
28
51
91
-0.005658
ZIXI
2021-07-16T00:00:00
41
62
75
79
14
20
18
64
50
50
39
63
2
83
63
62
87
95
10
16
1
6
19
56
91
-0.051209
ZIXI
2021-07-23T00:00:00
41
61
75
79
6
16
14
10
56
56
45
61
2
79
54
61
87
95
10
11
3
23
20
60
90
0.085457
ZIXI
2021-07-30T00:00:00
41
60
74
78
8
16
15
10
55
55
40
61
2
81
43
62
87
95
10
11
3
20
22
64
91
0.023481
ZIXI
2021-08-06T00:00:00
40
62
76
84
17
21
51
76
59
59
35
63
3
71
58
52
84
96
25
35
4
17
29
71
87
-0.078273
ZIXI
2021-08-13T00:00:00
40
61
76
84
7
15
46
17
60
60
43
61
3
65
52
51
84
95
26
25
4
31
36
67
86
0.06735
ZIXI
2021-08-20T00:00:00
41
62
76
84
25
12
24
64
60
60
32
61
3
74
51
91
84
95
26
12
4
28
37
69
85
-0.05487
ZIXI
2021-08-27T00:00:00
41
60
75
83
6
16
35
7
62
62
46
60
3
63
40
91
84
95
26
20
8
39
47
69
87
0.114659
ZIXI
2021-09-03T00:00:00
41
61
75
84
21
17
39
21
61
61
34
61
3
73
40
91
84
95
27
23
10
41
45
68
86
0.007813
ZIXI
2021-09-10T00:00:00
41
62
76
84
30
15
33
78
64
64
30
62
3
76
47
91
84
95
26
21
5
40
47
65
86
-0.074935
ZIXI
2021-09-17T00:00:00
41
60
75
84
8
31
79
13
65
65
44
61
3
66
31
91
84
95
27
55
4
46
37
61
79
0.069832
ZIXI
2021-09-24T00:00:00
41
61
75
84
12
36
85
59
63
63
39
61
3
69
33
91
84
95
27
63
3
45
38
61
76
-0.022193
ZIXI
2021-10-01T00:00:00
41
63
76
83
38
19
28
64
62
62
27
62
3
79
39
91
84
95
27
21
3
42
36
58
67
-0.037383
ZIXI
2021-10-08T00:00:00
41
61
76
84
30
35
76
37
61
61
8
61
3
76
23
91
84
95
27
55
2
42
36
64
67
0.033287
ZIXI
2021-10-15T00:00:00
41
61
76
83
32
32
45
32
59
59
8
61
3
77
17
91
84
95
28
37
3
50
49
56
65
0.014765
ZIXI
2021-10-22T00:00:00
41
60
75
83
13
62
92
3
64
64
18
59
3
69
9
91
84
95
29
80
3
43
52
63
36
0.109788
ZIXI
2021-10-29T00:00:00
41
59
76
83
26
61
87
14
61
61
10
59
3
74
16
91
84
95
29
78
3
42
51
62
34
0.009535
ZIXI
2021-11-05T00:00:00
41
59
76
83
38
37
37
21
57
57
6
59
3
64
6
65
84
95
23
34
11
56
55
68
4
0.031877
ZIXI
2021-11-12T00:00:00
41
58
75
74
16
64
91
57
56
56
35
60
3
56
8
67
82
94
20
82
13
55
52
64
5
-0.029748
ZIXI
2021-11-19T00:00:00
39
55
75
74
34
49
70
40
52
52
27
59
3
64
7
79
83
94
20
61
16
64
42
61
6
-0.002358
ZIXI
2021-11-26T00:00:00
39
54
75
74
15
35
42
18
50
50
35
58
3
57
7
80
83
94
21
36
31
72
39
57
4
0.004728
ZIXI
2021-12-03T00:00:00
39
53
75
74
15
55
73
17
48
48
36
58
3
58
4
79
83
93
22
67
38
72
46
54
5
-0.001176
ZIXI
2021-12-10T00:00:00
39
54
75
75
23
54
72
38
46
46
31
58
3
62
4
79
83
93
22
66
52
74
57
54
5
0
ZIXI
2021-12-17T00:00:00
39
55
75
75
9
75
97
49
45
45
39
57
3
56
3
79
82
93
22
89
46
65
63
51
6
-0.008245
ZIXI
2021-12-24T00:00:00
39
54
75
75
10
73
93
45
44
44
37
58
3
57
4
79
82
94
22
86
46
67
62
49
6
0.00772
ZJYL
2023-04-07T00:00:00
87
10
12
59
21
83
57
46
94
94
58
85
50
14
100
50
18
87
50
75
61
17.5
88.5
12.5
37
-0.013441
ZJYL
2023-04-14T00:00:00
88
11
9
59
21
83
57
85
94
94
71
85
50
48
100
50
17
87
50
74
61
17.5
88.5
12.5
37
-0.046322
ZJYL
2023-04-21T00:00:00
87
10
11
59
21
83
57
14
51
51
73
85
50
29
100
50
17
87
50
75
61
17.5
88.5
12.5
37
0.045714
ZJYL
2023-04-28T00:00:00
86
10
9
61
21
83
57
10
40
40
70
84
50
62
100
50
17
86
50
74
61
17.5
88.5
12.5
37
0.043716
ZJYL
2023-05-05T00:00:00
90
15
13
65
21
83
57
98
83
83
81
87
50
4
100
50
17
89
50
70
61
17.5
88.5
12.5
37
-0.253927
ZJYL
2023-05-12T00:00:00
91
15
11
68
21
83
57
91
77
77
77
87
50
22
100
50
16
89
50
70
61
17.5
88.5
12.5
37
-0.024561
ZJYL
2023-05-19T00:00:00
92
17
11
68
21
83
57
94
72
72
84
88
50
11
100
50
16
89
50
71
61
17.5
88.5
12.5
37
-0.028777
ZJYL
2023-05-26T00:00:00
91
15
8
68
21
83
57
40
72
72
54
87
50
59
100
50
16
89
50
74
61
17.5
88.5
12.5
37
0.055556
ZJYL
2023-06-02T00:00:00
90
12
12
68
21
59
57
12
76
76
89
86
50
6
100
50
16
88
50
57
61
17.5
88.5
12.5
37
0.150877
ZJYL
2023-06-09T00:00:00
87
8
11
69
21
46
28
3
85
85
88
83
50
6
100
50
16
86
50
35
61
17.5
88.5
12.5
37
0.298781
ZJYL
2023-06-16T00:00:00
85
7
10
69
21
70
78
2
84
84
81
82
50
19
100
50
16
85
50
78
61
17.5
88.5
12.5
37
0.105634
ZJYL
2023-06-23T00:00:00
82
5
9
69
21
87
92
1
83
83
69
81
50
37
100
50
16
83
50
92
61
17.5
88.5
12.5
37
0.14862
ZJYL
2023-06-30T00:00:00
82
5
9
69
21
20
4
4
81
81
60
80
50
47
100
50
16
83
50
9
61
17.5
88.5
12.5
37
0.055453
ZJYL
2023-07-07T00:00:00
82
5
8
68
21
22
7
19
82
82
57
80
50
52
100
50
16
83
50
12
61
17.5
88.5
12.5
37
-0.029772
ZJYL
2023-07-14T00:00:00
83
6
11
68
21
20
6
77
79
79
87
81
50
7
100
50
16
84
50
11
61
17.5
88.5
12.5
37
-0.046931
ZJYL
2023-07-21T00:00:00
83
6
9
68
21
29
21
54
77
77
15
81
50
36
100
50
16
84
50
22
61
17.5
88.5
12.5
37
0.017045
ZJYL
2023-07-28T00:00:00
84
6
8
66
21
80
81
70
76
76
5
81
50
59
100
50
16
84
50
85
61
17.5
88.5
12.5
37
-0.01676
ZJYL
2023-08-04T00:00:00
80
4
10
63
21
99
97
4
78
78
37
79
50
8
100
50
16
82
50
99
61
17.5
88.5
12.5
37
0.183712
ZJYL
2023-08-11T00:00:00
83
6
11
61
21
99
100
80
82
82
32
80
50
9
100
50
16
83
50
100
61
17.5
88.5
12.5
37
-0.1488
ZJYL
2023-08-18T00:00:00
78
4
9
60
21
100
100
3
82
82
13
77
50
38
100
50
16
81
50
100
61
17.5
88.5
12.5
37
0.208647
ZJYL
2023-08-25T00:00:00
83
7
5
82
21
100
99
81
84
84
72
79
50
1
100
50
41
76
50
100
61
17.5
88.5
12.5
37
-0.161742
ZJYL
2023-09-01T00:00:00
78
4
5
82
21
100
98
2
87
87
59
76
50
1
100
50
41
75
50
100
61
17.5
88.5
12.5
37
0.298701
ZJYL
2023-09-08T00:00:00
83
7
5
82
21
98
71
90
90
90
100
79
50
1
100
50
41
77
50
89
61
17.5
88.5
12.5
37
-0.248571
ZJYL
2023-09-15T00:00:00
76
4
5
82
21
98
75
2
93
93
93
74
50
1
100
50
41
75
50
91
61
17.5
88.5
12.5
37
0.414449
ZJYL
2023-09-22T00:00:00
72
2
5
82
21
95
64
1
93
93
94
71
50
1
100
50
41
74
50
84
61
17.5
88.5
12.5
37
0.262097
ZJYL
2023-09-29T00:00:00
70
2
4
82
21
100
97
1
93
93
100
68
50
1
100
50
41
73
50
100
61
17.5
88.5
12.5
37
0.246006
ZJYL
2023-10-06T00:00:00
77
4
5
82
21
91
41
80
96
96
97
75
50
1
100
50
41
75
50
69
61
17.5
88.5
12.5
37
-0.411111
ZJYL
2023-10-13T00:00:00
72
2
5
82
21
100
98
5
96
96
81
70
50
1
100
50
41
74
50
100
61
17.5
88.5
12.5
37
0.375907
ZJYL
2023-10-20T00:00:00
81
6
5
81
21
91
48
89
97
97
87
78
50
1
100
50
41
76
50
72
61
17.5
88.5
12.5
37
-0.432489
ZJYL
2023-10-27T00:00:00
83
7
5
81
21
100
99
97
97
97
92
79
50
1
100
50
41
76
50
100
61
17.5
88.5
12.5
37
-0.124535
ZJYL
2023-11-03T00:00:00
85
8
5
81
21
62
35
97
96
96
80
80
50
1
100
50
41
77
50
48
61
17.5
88.5
12.5
37
-0.021231
ZJYL
2023-11-10T00:00:00
85
8
5
80
21
100
99
82
95
95
99
80
50
1
100
50
40
76
50
100
61
17.5
88.5
12.5
37
-0.008677
ZJYL
2023-11-17T00:00:00
79
5
5
79
21
100
100
10
96
96
93
75
50
1
100
50
40
75
50
100
61
17.5
88.5
12.5
37
0.380744
ZJYL
2023-11-24T00:00:00
70
1
4
80
21
100
100
1
98
98
88
68
50
1
100
50
40
73
50
100
61
17.5
88.5
12.5
37
0.917591
ZJYL
2023-12-01T00:00:00
70
1
4
80
21
90
44
4
98
98
98
68
50
1
100
50
40
73
50
68
61
17.5
88.5
12.5
37
0.033058
ZJYL
2023-12-08T00:00:00
69
1
4
80
3
100
99
2
97
97
88
67
50
32
100
50
40
73
50
100
62
41
92
9
56
0.1
ZJYL
2023-12-15T00:00:00
69
1
4
80
8
25
25
18
96
96
98
67
50
31
100
50
40
73
50
22
61
49
92
8
64
0.018909
ZJYL
2023-12-22T00:00:00
64
1
3
80
3
27
12
1
100
100
100
46
50
30
100
50
40
71
50
18
68
18
96
20
31
3.890079
ZJYL
2023-12-29T00:00:00
63
1
3
80
5
21
8
1
100
100
99
38
50
31
100
50
40
71
50
12
57
17
95
17
31
0.810247
ZJYL
2024-01-05T00:00:00
64
1
3
80
8
24
12
71
100
100
96
48
50
31
100
50
40
71
50
16
53
17
94
13
34
-0.516691
ZJYL
2024-01-12T00:00:00
65
1
3
80
24
83
71
89
100
100
79
53
50
31
100
50
40
71
50
82
55
19
92
11
34
-0.324157
ZJYL
2024-01-19T00:00:00
64
1
3
80
21
100
100
51
100
100
79
49
50
30
100
50
40
71
50
100
58
19
91
13
34
0.295976
ZJYL
2024-01-26T00:00:00
64
1
3
80
24
100
100
1
100
100
59.5
42
50
30
100
50
40
71
50
100
59
20
91
14
32
0.695238
ZJYL
2024-02-02T00:00:00
63
1
3
80
9
100
100
1
100
100
59.5
37
50
29
100
50
40
71
50
100
60
18
93
12
30
0.472022
ZJYL
2024-02-09T00:00:00
63
1
3
80
13
100
99
88
100
100
59.5
45
50
30
100
50
40
71
50
100
61
22
91
8
35
-0.430578
ZJYL
2024-02-16T00:00:00
63
1
3
80
19
100
100
38
100
100
59.5
43
50
30
100
50
40
71
50
100
60
20
90
8
36
0.189008
ZJYL
2024-02-23T00:00:00
64
1
3
79
7
100
100
87
100
100
59.5
46
50
29
100
50
40
71
50
100
61
18
91
10
34
-0.200676
ZJYL
2024-03-01T00:00:00
65
1
3
79
4
100
77
88
100
100
59.5
47
50
29
100
50
40
71
50
93
61
25
91
9
38
-0.102962
ZJYL
2024-03-08T00:00:00
65
1
3
78
13
100
47
67
99
99
59.5
46
50
30
100
50
40
71
50
78
62
23
93
10
37
0.100629
ZJYL
2024-03-15T00:00:00
65
1
3
78
17
100
63
100
99
99
59.5
52
50
31
100
50
40
71
50
85
65
23
90
9
38
-0.374286
ZJYL
2024-03-22T00:00:00
66
1
3
77
26
100
100
100
99
99
59.5
58
50
31
100
50
40
71
50
100
64
17
91
7
41
-0.299087