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1
10
date
timestamp[ns]
profitability
float32
1
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value
float32
1
100
solvency
float32
1
100
cash_flow
float32
1
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illiquidity
float32
1
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momentum_long_term
float32
1
100
momentum_medium_term
float32
1
100
short_term_reversal
float32
1
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price_volatility
float32
1
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dividend_yield
float32
1
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earnings_consistency
float32
1
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float32
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float32
1
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low_equity_issuance
float32
1
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bounce_dip
float32
1
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accrual_growth
float32
1
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low_depreciation_growth
float32
1
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current_liquidity
float32
1
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low_rnd
float32
1
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momentum
float32
1
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market_risk
float32
1
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business_risk
float32
1
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political_risk
float32
1
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inflation_fluctuation
float32
1
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inflation_persistence
float32
1
100
returns
float32
-1
1.44k
ZWRKW
2022-01-07T00:00:00
50
50
50
50
5
46
78
78
72
72
7
50
50
50
78.5
50
50
50
50
64
63
3
57
54
2
-0.04065
ZWRKW
2022-01-14T00:00:00
50
50
50
50
5
83
89
80
71
71
8
50
50
50
78.5
50
50
50
50
89
66
2
58
58
2
-0.033898
ZWRKW
2022-01-21T00:00:00
50
50
50
50
2
96
97
86
73
73
51
50
50
50
78.5
50
50
50
50
98
55
2
59
62
3
-0.140351
ZWRKW
2022-01-28T00:00:00
50
50
50
50
2
45
63
95
75
75
26
50
50
50
78.5
50
50
50
50
52
33
3
44
49
3
-0.163265
ZWRKW
2022-02-04T00:00:00
50
50
50
50
1
52
64
16
90
90
35
50
50
50
78.5
50
50
50
50
57
16
4
37
38
4
0.292683
ZWRKW
2022-02-11T00:00:00
50
50
50
50
1
24
24
97
92
92
7
50
50
50
78.5
50
50
50
50
22
11
8
56
34
6
-0.245283
ZWRKW
2022-02-18T00:00:00
50
50
50
50
1
32
31
94
91
91
9
50
50
50
78.5
50
50
50
50
29
11
8
48
35
8
-0.065
ZWRKW
2022-02-25T00:00:00
50
50
50
50
1
27
21
100
92
92
32
50
50
50
78.5
50
50
50
50
23
10
11
25
27
9
-0.224599
ZWRKW
2022-03-04T00:00:00
50
50
50
50
1
27
21
97
91
91
30
50
50
50
78.5
50
50
50
50
23
10
9
22
24
9
-0.103448
ZWRKW
2022-03-11T00:00:00
50
50
50
50
1
27
23
95
89
89
50
50
50
50
78.5
50
50
50
50
24
12
17
22
24
12
-0.076923
ZWRKW
2022-03-18T00:00:00
50
50
50
50
1
23
18
93
84
84
45
50
50
50
78.5
50
50
50
50
19
14
14
23
28
13
0
ZWRKW
2022-03-25T00:00:00
50
50
50
50
1
17
11
39
84
84
5
50
50
50
97
50
50
50
50
13
10
16
14
29
16
0.083333
ZWRKW
2022-04-01T00:00:00
50
50
50
50
1
31
62
95
83
83
33
50
50
50
91
50
50
50
50
46
12
23
14
36
11
-0.096154
ZWRKW
2022-04-08T00:00:00
50
50
50
50
1
15
7
9
87
87
35
50
50
50
78
50
50
50
50
10
16
36
7
43
19
0.191489
ZWRKW
2022-04-15T00:00:00
50
50
50
50
1
14
7
77
84
84
29
50
50
50
89
50
50
50
50
9
14
35
5
41
19
-0.103571
ZWRKW
2022-04-22T00:00:00
50
50
50
50
1
6
2
70
81
81
71
50
50
50
91
50
50
50
50
3
15
35
5
41
20
-0.067729
ZWRKW
2022-04-29T00:00:00
50
50
50
50
1
6
2
64
80
80
20
50
50
50
89
50
50
50
50
3
15
46
3
31
19
-0.017094
ZWRKW
2022-05-06T00:00:00
50
50
50
50
1
5
3
81
75
75
31
50
50
50
94
50
50
50
50
3
16
46
3
29
18
-0.086957
ZWRKW
2022-05-13T00:00:00
50
50
50
50
1
5
4
71
71
71
38
50
50
50
87
50
50
50
50
3
15
44
2
25
18
-0.057143
ZWRKW
2022-05-20T00:00:00
50
50
50
50
1
5
12
96
75
75
9
50
50
50
90
50
50
50
50
7
16
42
3
36
19
-0.191919
ZWRKW
2022-05-27T00:00:00
50
50
50
50
1
4
4
61
81
81
25
50
50
50
79
50
50
50
50
3
16
46
4
41
23
0.15625
ZWRKW
2022-06-03T00:00:00
50
50
50
50
1
9
56
97
82
82
21
50
50
50
85
50
50
50
50
30
21
48
8
33
16
-0.189189
ZWRKW
2022-06-10T00:00:00
50
50
50
50
1
7
23
91
80
80
1
50
50
50
78
50
50
50
50
12
21
50
8
33
16
-0.066667
ZWRKW
2022-06-17T00:00:00
50
50
50
50
1
7
20
75
75
75
11
50
50
50
67
50
50
50
50
12
42
61
8
28
31
-0.028571
ZWRKW
2022-06-24T00:00:00
50
50
50
50
1
10
31
95
72
72
4
50
50
50
64
50
50
50
50
19
49
42
7
31
37
-0.117647
ZWRKW
2022-07-01T00:00:00
50
50
50
50
1
9
19
78
72
72
31
50
50
50
51
50
50
50
50
13
48
46
7
25
41
0
ZWRKW
2022-07-08T00:00:00
50
50
50
50
1
14
26
10
85
85
17
50
50
50
50
50
50
50
50
19
54
55
5
33
60
0.333333
ZWRKW
2022-07-15T00:00:00
50
50
50
50
1
8
7
87
87
87
3
50
50
50
46
50
50
50
50
6
57
68
5
33
56
-0.25
ZWRKW
2022-07-22T00:00:00
50
50
50
50
1
11
17
4
89
89
3
50
50
50
35
50
50
50
50
13
60
57
3
24
60
0.25
ZWRKW
2022-07-29T00:00:00
50
50
50
50
1
6
6
90
88
88
11
50
50
50
28
50
50
50
50
5
63
55
7
21
56
-0.1
ZWRKW
2022-08-05T00:00:00
50
50
50
50
1
7
7
57
86
86
15
50
50
50
40
50
50
50
50
6
53
50
10
27
59
0
ZWRKW
2022-08-12T00:00:00
50
50
50
50
1
8
13
100
88
88
2
50
50
50
64
50
50
50
50
9
66
83
8
23
72
-0.333333
ZWRKW
2022-08-19T00:00:00
50
50
50
50
1
6
6
99
88
88
10
50
50
50
67
50
50
50
50
5
69
83
9
23
72
-0.111111
ZWRKW
2022-08-26T00:00:00
50
50
50
50
1
8
13
100
88
88
43
50
50
50
78
50
50
50
50
9
69
86
9
21
73
-0.2125
ZWRKW
2022-09-02T00:00:00
50
50
50
50
1
13
75
47
90
90
13
50
50
50
51
50
50
50
50
41
72
92
6
12
86
0.206349
ZWRKW
2022-09-09T00:00:00
50
50
50
50
1
8
12
26
89
89
34
50
50
50
55
50
50
50
50
8
71
92
6
12
85
0.052632
ZWRKW
2022-09-16T00:00:00
50
50
50
50
1
13
84
81
88
88
12
50
50
50
51
50
50
50
50
44
70
93
6
13
86
-0.1625
ZWRKW
2022-09-23T00:00:00
50
50
50
50
1
10
17
100
90
90
1
50
50
50
71
50
50
50
50
12
73
91
4
15
71
-0.38806
ZWRKW
2022-09-30T00:00:00
50
50
50
50
1
9
22
99
89
89
27
50
50
50
71
50
50
50
50
12
70
90
3
21
71
-0.146341
ZWRKW
2022-10-07T00:00:00
50
50
50
50
1
3
2
75
89
89
24
50
50
50
80
50
50
50
50
2
75
85
5
29
57
0.142857
ZWRKW
2022-10-14T00:00:00
50
50
50
50
2
3
2
91
88
88
9
50
50
50
80
50
50
50
50
2
87
91
5
30
57
-0.125
ZWRKW
2022-10-21T00:00:00
50
50
50
50
2
2
1
22
89
89
67
50
50
50
72
50
50
50
50
1
88
82
7
36
39
0.142857
ZWRKW
2022-10-28T00:00:00
50
50
50
50
2
3
5
100
94
94
2
50
50
50
93
50
50
50
50
3
93
97
40
39
24
-0.7
ZWRKW
2022-11-04T00:00:00
50
50
50
50
2
5
19
100
95
95
3
50
50
50
95
50
50
50
50
10
95
99
66
47
34
-0.583333
ZWRKW
2022-11-11T00:00:00
50
50
50
50
2
4
6
100
96
96
26
50
50
50
95
50
50
50
50
4
95
100
34
62
26
-0.8
ZWRKW
2022-11-18T00:00:00
50
50
50
50
2
2
1
94
95
95
21
50
50
50
93
50
50
50
50
1
96
100
36
55
29
0
ZWRKW
2022-11-25T00:00:00
50
50
50
50
2
2
1
96
95
95
11
50
50
50
91
50
50
50
50
1
96
100
37
55
26
0
ZWRKW
2022-12-02T00:00:00
50
50
50
50
2
3
6
85
95
95
10
50
50
50
92
50
50
50
50
4
97
100
40
53
27
0
ZWRKW
2022-12-09T00:00:00
50
50
50
50
2
3
5
70
94
94
18
50
50
50
89
50
50
50
50
3
97
100
46
45
29
0
ZWS
2012-04-06T00:00:00
36
59
88
34
25
62
57
35
42
42
1
23
78
98
57
60
45
1
70
63
19
32
59
82
42
0.021854
ZWS
2012-04-13T00:00:00
36
59
88
33
25
62
57
24
42
42
22
23
78
98
57
60
45
39
70
62
19
32
59
82
42
-0.000977
ZWS
2012-04-20T00:00:00
36
58
88
33
25
62
57
59
1
1
56
23
78
98
57
60
45
66
70
62
19
32
59
82
42
-0.004203
ZWS
2012-04-27T00:00:00
36
60
88
34
25
62
57
59
1
1
2
23
78
98
57
60
45
6
70
61
19
32
59
82
42
0.00746
ZWS
2012-05-04T00:00:00
36
59
87
37
25
62
57
29
1
1
16
23
78
98
57
60
44
33
70
61
19
32
59
82
42
0.000974
ZWS
2012-05-11T00:00:00
38
60
86
67
25
62
57
19
1
1
32
22
78
98
57
60
47
6
70
61
19
32
59
82
42
0.018495
ZWS
2012-05-18T00:00:00
38
61
86
68
25
62
57
76
52
52
29
23
78
98
57
60
47
45
70
61
19
32
59
82
42
-0.121667
ZWS
2012-05-25T00:00:00
38
60
86
68
25
62
57
35
58
58
28
22
78
98
57
60
47
14
70
61
19
32
59
82
42
0.065071
ZWS
2012-06-01T00:00:00
38
61
86
68
25
36
60
83
60
60
28
23
78
98
57
60
47
36
70
46
19
32
59
82
42
-0.077646
ZWS
2012-06-08T00:00:00
38
60
86
69
25
48
76
27
62
62
27
22
78
98
57
60
47
12
70
64
19
32
59
82
42
0.068454
ZWS
2012-06-15T00:00:00
38
61
86
68
25
42
53
83
58
58
27
23
78
98
57
60
47
69
70
46
19
32
59
82
42
-0.039913
ZWS
2012-06-22T00:00:00
38
59
86
68
25
39
44
49
56
56
27
23
78
98
57
60
47
49
70
40
19
32
59
82
42
0.017925
ZWS
2012-06-29T00:00:00
38
60
86
68
25
56
71
62
52
52
27
23
78
98
57
60
47
16
70
65
19
32
59
82
42
0.009653
ZWS
2012-07-06T00:00:00
38
60
86
68
25
65
81
38
50
50
28
23
78
98
57
60
47
21
70
75
19
32
59
82
42
0.020908
ZWS
2012-07-13T00:00:00
38
61
86
68
25
36
30
80
52
52
30
23
78
98
57
60
47
21
70
31
19
32
59
82
42
-0.049398
ZWS
2012-07-20T00:00:00
38
60
86
68
25
55
58
69
48
48
31
23
78
98
57
60
47
69
70
56
19
32
59
82
42
-0.006604
ZWS
2012-07-27T00:00:00
38
61
86
68
25
38
27
50
41
41
33
23
78
98
57
60
48
46
70
30
19
32
59
82
42
0.018091
ZWS
2012-08-03T00:00:00
34
19
100
23
25
54
55
99
78
78
33
26
78
33
57
60
42
13
70
55
19
32
59
82
42
-0.213016
ZWS
2012-08-10T00:00:00
34
18
100
22
25
36
25
93
75
75
25
26
78
25
57
60
41
23
70
27
19
32
59
82
42
0.003264
ZWS
2012-08-17T00:00:00
33
18
100
22
25
44
36
93
72
72
24
26
78
19
57
60
41
32
70
38
19
32
59
82
42
-0.000678
ZWS
2012-08-24T00:00:00
33
19
100
22
25
41
39
85
70
70
25
26
78
18
57
60
41
34
70
37
19
32
59
82
42
-0.018044
ZWS
2012-08-31T00:00:00
34
19
100
22
25
48
48
85
69
69
27
26
78
7
57
60
41
57
70
47
19
32
59
82
42
-0.012434
ZWS
2012-09-07T00:00:00
33
17
100
22
25
33
24
26
73
73
75
26
78
8
57
60
41
52
70
26
19
32
59
82
42
0.081002
ZWS
2012-09-14T00:00:00
33
15
100
22
25
33
28
5
79
79
78
25
78
6
57
60
40
56
70
28
19
32
59
82
42
0.126052
ZWS
2012-09-21T00:00:00
33
15
100
22
25
39
40
7
77
77
82
25
78
4
57
60
40
62
70
37
19
32
59
82
42
0.026204
ZWS
2012-09-28T00:00:00
33
15
100
22
25
9
4
26
75
75
55
25
78
19
57
60
40
34
70
5
19
32
59
82
42
-0.030911
ZWS
2012-10-05T00:00:00
33
18
100
22
25
9
5
74
75
75
35
25
78
41
57
60
40
4
70
5
19
32
59
82
42
-0.037328
ZWS
2012-10-12T00:00:00
33
16
100
22
25
9
5
77
67
67
42
26
78
2
57
60
40
69
70
5
19
32
59
82
42
-0.042737
ZWS
2012-10-19T00:00:00
33
17
100
22
25
9
6
59
66
66
42
26
78
4
57
60
40
63
70
5
19
32
59
82
42
0.00602
ZWS
2012-10-26T00:00:00
33
17
100
21
25
9
8
21
64
64
12
25
78
23
57
60
40
25
70
6
19
32
59
82
42
0.034904
ZWS
2012-11-02T00:00:00
33
15
100
21
25
14
36
24
61
61
11
25
78
22
57
60
40
25
70
22
19
32
59
82
42
0.017104
ZWS
2012-11-09T00:00:00
59
15
99
45
25
39
80
15
57
57
46
25
78
97
57
60
42
21
70
61
19
32
59
82
42
0.009593
ZWS
2012-11-16T00:00:00
58
14
99
44
25
56
84
3
56
56
42
24
78
97
57
60
42
18
70
74
19
32
59
82
42
0.059003
ZWS
2012-11-23T00:00:00
57
13
99
44
25
45
80
2
56
56
66
23
78
97
57
60
42
44
70
65
19
32
59
82
42
0.092158
ZWS
2012-11-30T00:00:00
57
13
99
44
25
26
44
7
54
54
67
23
78
97
57
60
42
44
70
32
19
32
59
82
42
0.029817
ZWS
2012-12-07T00:00:00
56
13
99
44
67
21
32
9
50
50
33
23
78
19
57
60
42
10
70
23
81
60
56
57
70
0.014969
ZWS
2012-12-14T00:00:00
57
12
99
44
9
24
38
62
52
52
84
23
78
20
57
60
42
67
70
28
74
57
56
63
68
-0.035028
ZWS
2012-12-21T00:00:00
57
13
99
44
43
36
64
43
45
45
43
23
78
19
57
60
42
21
70
49
72
52
58
63
69
0.025339
ZWS
2012-12-28T00:00:00
57
12
98
44
10
42
65
70
49
49
81
24
78
20
57
60
41
65
70
54
70
51
57
61
67
-0.027459
ZWS
2013-01-04T00:00:00
58
13
99
44
15
57
74
83
41
41
99
24
78
19
57
60
41
55
70
68
72
49
38
62
70
0.014319
ZWS
2013-01-11T00:00:00
59
15
99
44
57
87
97
97
51
51
75
25
78
20
57
60
41
5
70
95
72
71
65
61
68
-0.055672
ZWS
2013-01-18T00:00:00
60
15
99
44
50
96
99
94
50
50
77
25
78
18
57
60
41
14
70
99
66
65
62
65
72
-0.00958
ZWS
2013-01-25T00:00:00
59
14
99
44
51
96
98
54
50
50
76
24
78
19
57
60
41
13
70
98
82
76
70
64
76
0.038903
ZWS
2013-02-01T00:00:00
60
16
99
44
58
97
97
87
43
43
71
25
78
19
57
60
41
5
70
99
79
71
76
62
71
-0.028136
ZWS
2013-02-08T00:00:00
60
15
99
44
58
84
80
53
40
40
72
25
78
19
57
60
41
6
70
87
81
75
76
58
81
0.014423
ZWS
2013-02-15T00:00:00
45
15
99
40
34
83
79
58
38
38
59
25
78
19
57
60
40
32
70
86
77
69
73
55
85
0.007887
ZWS
2013-02-22T00:00:00
45
15
99
40
53
80
62
36
34
34
52
25
78
19
57
60
40
11
70
75
76
76
74
53
81
0.002471
ZWS
2013-03-01T00:00:00
46
15
99
40
43
66
31
55
31
31
54
25
78
19
57
60
40
24
70
47
74
75
70
55
80
-0.009758
ZWS
2013-03-08T00:00:00
46
14
99
39
50
36
13
13
46
46
46
25
78
20
57
60
40
16
70
20
70
78
59
55
85
0.075926
ZWS
2013-03-15T00:00:00
46
15
99
39
21
30
13
55
47
47
73
25
78
20
57
60
40
48
70
18
74
79
63
57
89
-0.023812
ZWS
2013-03-22T00:00:00
46
13
99
38
12
46
33
15
43
43
82
25
78
20
57
60
40
62
70
37
70
86
70
54
90
0.031404