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
⌀
ZURAW
2023-05-05T00:00:00
50
50
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50
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ZURAW
2023-05-12T00:00:00
50
50
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50
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100
46
95
95
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50
50
50
16
50
50
50
50
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53
48
5
77
0.295566
ZURAW
2023-05-19T00:00:00
50
50
50
50
2
94
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16
95
95
3
50
50
50
6
50
50
50
50
95
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54
47
6
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ZURAW
2023-05-26T00:00:00
50
50
50
50
2
85
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2
95
95
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50
50
1
50
50
50
50
69
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55
60
5
80
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ZURAW
2023-06-02T00:00:00
50
50
50
50
2
92
90
6
94
94
24
50
50
50
23
50
50
50
50
94
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54
65
6
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0.052632
ZURAW
2023-06-09T00:00:00
50
50
50
50
2
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1
94
94
39
50
50
50
23
50
50
50
50
96
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42
54
8
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0.25
ZURAW
2023-06-16T00:00:00
50
50
50
50
2
95
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59
94
94
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30
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50
50
98
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48
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9
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-0.146
ZURAW
2023-06-23T00:00:00
50
50
50
50
2
92
36
2
94
94
10
50
50
50
19
50
50
50
50
65
87
48
61
9
79
0.175644
ZURAW
2023-06-30T00:00:00
50
50
50
50
2
41
4
89
95
95
22
50
50
50
39
50
50
50
50
20
89
59
73
13
59
-0.302789
ZURAW
2023-07-07T00:00:00
50
50
50
50
2
81
42
99
95
95
31
50
50
50
77
50
50
50
50
62
87
56
71
12
66
-0.134286
ZURAW
2023-07-14T00:00:00
50
50
50
50
2
92
84
21
95
95
33
50
50
50
74
50
50
50
50
91
88
62
85
13
76
0.392739
ZURAW
2023-07-21T00:00:00
50
50
50
50
2
97
99
45
95
95
41
50
50
50
42
50
50
50
50
99
90
67
86
11
77
-0.052133
ZURAW
2023-07-28T00:00:00
50
50
50
50
2
97
97
35
94
94
50
50
50
50
14
50
50
50
50
99
91
61
90
7
81
0.005
ZURAW
2023-08-04T00:00:00
50
50
50
50
2
99
100
18
93
93
20
50
50
50
28
50
50
50
50
100
92
65
90
7
81
0.114428
ZURAW
2023-08-11T00:00:00
50
50
50
50
2
97
91
54
93
93
18
50
50
50
60
50
50
50
50
96
93
62
90
7
80
-0.080357
ZURAW
2023-08-18T00:00:00
50
50
50
50
2
99
99
44
92
92
16
50
50
50
81
50
50
50
50
100
93
62
90
7
80
-0.029126
ZURAW
2023-08-25T00:00:00
50
50
50
50
2
81
25
61
92
92
7
50
50
50
82
50
50
50
50
54
94
61
90
6
80
0
ZURAW
2023-09-01T00:00:00
50
50
50
50
2
63
8
5
92
92
5
50
50
50
71
50
50
50
50
31
94
62
90
6
80
0.125
ZURAW
2023-09-08T00:00:00
50
50
50
50
2
97
90
8
90
90
28
50
50
50
90
50
50
50
50
96
95
67
89
3
71
0
ZURAW
2023-09-15T00:00:00
50
50
50
50
2
94
51
22
89
89
30
50
50
50
98
50
50
50
50
77
93
78
77
4
58
0
ZURAW
2023-09-22T00:00:00
50
50
50
50
2
92
58
98
91
91
4
50
50
50
100
50
50
50
50
79
89
74
74
4
59
-0.311111
ZURAW
2023-09-29T00:00:00
50
50
50
50
2
98
80
82
90
90
29
50
50
50
96
50
50
50
50
93
89
74
72
4
60
0.054839
ZURAW
2023-10-06T00:00:00
50
50
50
50
2
94
65
73
90
90
32
50
50
50
89
50
50
50
50
84
78
58
69
9
56
0
ZURAW
2023-10-13T00:00:00
50
50
50
50
2
93
69
2
94
94
7
50
50
50
97
50
50
50
50
85
76
52
92
26
59
0.412844
ZURAW
2023-10-20T00:00:00
50
50
50
50
2
94
58
2
93
93
33
50
50
50
100
50
50
50
50
79
76
54
93
29
57
0.071429
ZURAW
2023-10-27T00:00:00
50
50
50
50
1
99
96
3
93
93
24
50
50
50
100
50
50
50
50
99
77
57
92
29
57
0.010101
ZURAW
2023-11-03T00:00:00
50
50
50
50
1
97
95
46
92
92
20
50
50
50
82
50
50
50
50
98
81
60
94
32
51
-0.02
ZURAW
2023-11-10T00:00:00
50
50
50
50
1
97
89
94
94
94
34
50
50
50
100
50
50
50
50
96
84
76
97
14
88
-0.383673
ZURAW
2023-11-17T00:00:00
50
50
50
50
1
44
7
32
95
95
34
50
50
50
100
50
50
50
50
23
79
72
96
19
84
0.390728
ZURAW
2023-11-24T00:00:00
50
50
50
50
1
52
11
16
94
94
1
50
50
50
100
50
50
50
50
29
75
68
96
17
83
0.142857
ZURAW
2023-12-01T00:00:00
50
50
50
50
1
65
15
8
93
93
27
50
50
50
100
50
50
50
50
38
71
72
96
25
83
0.1
ZURAW
2023-12-08T00:00:00
50
50
50
50
1
99
99
23
93
93
10
50
50
50
99
50
50
50
50
100
59
70
95
44
66
0
ZURAW
2023-12-15T00:00:00
50
50
50
50
1
100
100
96
93
93
22
50
50
50
100
50
50
50
50
100
60
84
93
49
83
-0.242424
ZURAW
2023-12-22T00:00:00
50
50
50
50
1
100
99
57
92
92
16
50
50
50
99
50
50
50
50
100
61
83
93
48
83
0.115
ZURAW
2023-12-29T00:00:00
50
50
50
50
1
99
95
100
95
95
14
50
50
50
99
50
50
50
50
99
92
88
97
63
76
-0.623318
ZURAW
2024-01-05T00:00:00
50
50
50
50
1
49
13
95
94
94
43
50
50
50
97
50
50
50
50
29
92
92
98
56
75
0
ZURAW
2024-01-12T00:00:00
50
50
50
50
1
91
59
32
96
96
51
50
50
50
97
50
50
50
50
79
96
92
99
77
89
0.636905
ZURAW
2024-01-19T00:00:00
50
50
50
50
1
98
92
73
96
96
27
50
50
50
99
50
50
50
50
97
94
90
99
75
82
-0.243636
ZURAW
2024-01-26T00:00:00
50
50
50
50
1
99
93
12
96
96
2
50
50
50
100
50
50
50
50
98
95
84
99
67
82
0.442308
ZURAW
2024-02-02T00:00:00
50
50
50
50
1
99
88
90
96
96
26
50
50
50
100
50
50
50
50
96
94
83
98
73
74
-0.163333
ZURAW
2024-02-09T00:00:00
50
50
50
50
1
64
11
34
96
96
13
50
50
50
100
50
50
50
50
33
94
84
98
72
71
0.015936
ZURAW
2024-02-16T00:00:00
50
50
50
50
1
78
31
76
95
95
17
50
50
50
100
50
50
50
50
55
94
86
99
66
70
-0.023529
ZURAW
2024-02-23T00:00:00
50
50
50
50
1
11
1
5
95
95
41
50
50
50
99
50
50
50
50
5
92
85
99
64
69
0.204819
ZURAW
2024-03-01T00:00:00
50
50
50
50
1
11
2
84
95
95
40
50
50
50
98
50
50
50
50
5
92
90
99
63
74
-0.183333
ZURAW
2024-03-08T00:00:00
50
50
50
50
1
34
18
13
94
94
25
50
50
50
90
50
50
50
50
23
94
85
99
62
75
0.183673
ZURAW
2024-03-15T00:00:00
50
50
50
50
1
20
4
25
94
94
14
50
50
50
97
50
50
50
50
10
93
83
98
66
76
0
ZURAW
2024-03-22T00:00:00
50
50
50
50
1
34
54
14
92
92
7
50
50
50
96
50
50
50
50
41
96
87
99
71
67
0.024138
ZURAW
2024-03-29T00:00:00
50
50
50
50
1
25
18
85
91
91
11
50
50
50
84
50
50
50
50
18
96
87
99
79
70
-0.090909
ZURAW
2024-04-05T00:00:00
50
50
50
50
1
25
31
38
89
89
24
50
50
50
80
50
50
50
50
25
95
87
99
81
68
0.055556
ZURAW
2024-04-12T00:00:00
50
50
50
50
1
22
26
21
87
87
46
50
50
50
77
50
50
50
50
20
95
86
99
82
65
0
ZURAW
2024-04-19T00:00:00
50
50
50
50
1
34
84
2
89
89
68
50
50
50
77
50
50
50
50
61
96
90
99
83
76
0.22807
ZVIA
2021-07-30T00:00:00
47
76
28
26
42
19
26
45
76
76
51
53
65
100
46
64
48
64
39
18
30
39
27
52
40.5
-0.033406
ZVIA
2021-08-06T00:00:00
46
77
10
26
42
19
26
10
76
76
6
53
65
100
46
64
48
10
39
16
30
39
27
52
40.5
0.059354
ZVIA
2021-08-13T00:00:00
41
78
20
83
42
19
26
89
83
83
20
54
65
29
46
64
59
31
39
17
30
39
27
52
40.5
-0.092908
ZVIA
2021-08-20T00:00:00
42
78
19
83
42
19
26
7
73
73
19
52
65
30
46
64
59
31
39
16
30
39
27
52
40.5
0.063331
ZVIA
2021-08-27T00:00:00
42
77
19
83
42
19
26
3
83
83
20
51
65
29
46
64
59
31
39
18
30
39
27
52
40.5
0.179412
ZVIA
2021-09-03T00:00:00
42
77
21
83
42
19
26
5
75
75
22
50
65
26
46
64
59
34
39
18
30
39
27
52
40.5
0.054239
ZVIA
2021-09-10T00:00:00
42
78
30
83
42
19
26
90
93
93
42
53
65
4
46
64
59
60
39
20
30
39
27
52
40.5
-0.204613
ZVIA
2021-09-17T00:00:00
42
79
17
83
42
19
26
100
93
93
15
56
65
38
46
64
59
23
39
20
30
39
27
52
40.5
-0.176208
ZVIA
2021-09-24T00:00:00
42
78
9
83
42
57
62
58
94
94
1
54
65
65
46
64
59
1
39
61
30
39
27
52
40.5
0.142599
ZVIA
2021-10-01T00:00:00
42
78
20
83
42
76
87
81
92
92
22
55
65
27
46
64
59
33
39
84
30
39
27
52
40.5
-0.037125
ZVIA
2021-10-08T00:00:00
42
78
21
83
42
28
22
20
92
92
25
54
65
29
46
64
59
32
39
23
30
39
27
52
40.5
0.049221
ZVIA
2021-10-15T00:00:00
42
78
20
83
42
79
90
82
90
90
26
55
65
28
46
64
59
34
39
88
30
39
27
52
40.5
-0.027365
ZVIA
2021-10-22T00:00:00
42
78
30
83
42
96
99
92
89
89
59
55
65
3
46
64
59
63
39
98
30
39
27
52
40.5
-0.063505
ZVIA
2021-10-29T00:00:00
42
78
11
83
42
96
97
88
87
87
6
56
65
55
46
64
59
9
39
98
30
39
27
52
40.5
-0.039485
ZVIA
2021-11-05T00:00:00
42
77
14
83
42
24
17
46
85
85
12
55
65
44
46
64
59
18
39
17
30
39
27
52
40.5
0.080429
ZVIA
2021-11-12T00:00:00
5
33
28
15
42
7
2
98
88
88
41
57
65
7
46
64
23
55
39
3
30
39
27
52
40.5
-0.171216
ZVIA
2021-11-19T00:00:00
4
37
13
15
42
23
19
100
89
89
6
60
65
53
46
64
24
10
39
18
30
39
27
52
40.5
-0.208583
ZVIA
2021-11-26T00:00:00
4
35
12
15
42
21
11
85
88
88
4
59
65
55
46
64
24
8
39
14
30
39
27
52
40.5
0.006305
ZVIA
2021-12-03T00:00:00
4
37
18
15
42
33
45
86
82
82
16
60
65
36
46
64
24
25
39
37
30
39
27
52
40.5
-0.086466
ZVIA
2021-12-10T00:00:00
4
35
17
15
42
26
26
34
83
83
14
59
65
41
46
64
24
22
39
24
30
39
27
52
40.5
0.085048
ZVIA
2021-12-17T00:00:00
4
36
18
15
42
17
9
74
80
80
16
59
65
37
46
64
24
26
39
11
30
39
27
52
40.5
-0.049305
ZVIA
2021-12-24T00:00:00
4
37
14
15
42
12
14
88
78
78
7
60
65
52
46
64
24
11
39
11
30
39
27
52
40.5
-0.033245
ZVIA
2021-12-31T00:00:00
4
38
19
15
42
18
33
83
76
76
17
60
65
35
46
64
24
27
39
21
30
39
27
52
40.5
-0.030261
ZVIA
2022-01-07T00:00:00
4
38
14
15
42
6
4
72
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74
9
60
65
51
46
64
24
13
39
3
30
39
27
52
40.5
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ZVIA
2022-01-14T00:00:00
5
35
25
15
42
3
2
7
80
80
40
58
65
15
46
64
24
43
39
2
30
39
27
52
40.5
0.116883
ZVIA
2022-01-21T00:00:00
5
33
30
15
42
5
4
11
74
74
63
57
65
3
46
64
24
63
39
3
30
39
27
52
40.5
-0.01292
ZVIA
2022-01-28T00:00:00
5
32
17
15
42
7
6
4
66
66
20
56
65
38
46
64
24
23
39
5
30
39
27
52
40.5
0.039267
ZVIA
2022-02-04T00:00:00
5
30
22
15
42
10
15
2
69
69
36
55
65
21
46
64
24
38
39
11
30
39
27
52
40.5
0.117128
ZVIA
2022-02-11T00:00:00
6
29
29
15
42
11
16
5
65
65
58
55
65
5
46
64
24
57
39
12
30
39
27
52
40.5
0.039459
ZVIA
2022-02-18T00:00:00
6
28
30
15
42
9
11
4
62
62
62
54
65
4
46
64
23
61
39
8
30
39
27
52
40.5
0.030369
ZVIA
2022-02-25T00:00:00
5
36
16
15
42
10
16
96
88
88
17
59
65
42
46
64
23
22
39
12
30
39
27
52
40.5
-0.291579
ZVIA
2022-03-04T00:00:00
5
40
10
15
42
12
21
96
87
87
2
61
65
68
46
64
23
2
39
15
30
39
27
52
40.5
-0.112927
ZVIA
2022-03-11T00:00:00
6
56
25
28
42
24
74
98
86
86
80
64
65
15
46
64
25
46
39
46
30
39
27
52
40.5
-0.159129
ZVIA
2022-03-18T00:00:00
5
65
13
28
42
31
76
99
84
84
65
69
65
55
46
64
25
11
39
52
30
39
27
52
40.5
-0.179283
ZVIA
2022-03-25T00:00:00
6
60
29
28
42
40
88
72
87
87
84
66
65
8
46
64
25
54
39
63
30
39
27
52
40.5
0.177184
ZVIA
2022-04-01T00:00:00
7
61
30
28
71
72
93
91
86
86
87
67
65
8
46
64
26
57
39
86
54
41
7
17
82
-0.047423
ZVIA
2022-04-08T00:00:00
7
62
25
28
23
81
93
78
84
84
79
68
65
11
46
64
26
39
39
90
52
40
8
17
82
-0.077922
ZVIA
2022-04-15T00:00:00
7
64
29
28
17
78
93
93
82
82
99
69
65
4
46
64
26
48
39
89
56
41
9
17
79
-0.049296
ZVIA
2022-04-22T00:00:00
6
67
31
28
12
19
13
97
81
81
100
72
65
3
46
64
26
58
39
14
52
49
12
16
73
-0.150617
ZVIA
2022-04-29T00:00:00
7
68
13
28
57
16
11
72
80
80
85
72
65
11
46
64
26
7
39
12
59
43
16
19
66
0
ZVIA
2022-05-06T00:00:00
6
69
29
29
18
11
6
92
75
75
99
74
65
3
46
64
26
48
39
7
65
44
13
12
62
-0.119186
ZVIA
2022-05-13T00:00:00
19
73
23
17
38
5
3
92
75
75
97
76
65
7
46
64
33
27
39
3
64
44
15
18
61
-0.178218
ZVIA
2022-05-20T00:00:00
19
79
29
18
25
8
5
99
76
76
99
79
65
5
46
64
32
39
39
5
67
35
22
32
62
-0.200803
ZVIA
2022-05-27T00:00:00
19
75
33
18
17
7
5
64
86
86
100
76
65
3
46
64
32
52
39
4
56
36
21
32
60
0.21608
ZVIA
2022-06-03T00:00:00
20
73
28
18
28
7
6
14
86
86
99
75
65
5
46
64
32
37
39
5
47
37
18
39
53
0.128099
ZVIA
2022-06-10T00:00:00
20
71
14
18
61
7
7
10
85
85
96
74
65
12
46
64
32
5
39
5
49
44
15
39
43
0.047619
ZVIA
2022-06-17T00:00:00
20
72
20
18
49
5
4
47
83
83
97
75
65
9
46
64
32
18
39
4
58
53
14
33
50
-0.094406
ZVIA
2022-06-24T00:00:00
20
67
34
18
15
6
13
5
84
84
100
74
65
2
46
64
32
58
39
8
52
59
15
33
45
0.158301
ZVIA
2022-07-01T00:00:00
20
72
20
18
48
5
7
68
83
83
97
75
65
9
46
64
32
19
39
5
52
52
14
42
39
-0.12