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
ZNGN
2001-08-17T00:00:00
24
75
5
16
21
8
43
33
62
62
10
71
50
28
1
50
1
27
50
23
39
93
51
50
50
-0.003344
ZNGN
2001-08-24T00:00:00
24
72
4
16
23
6
17
4
62
62
9
70
50
29
1
50
1
23
50
9
15
94
52
50
50
0.090604
ZNGN
2001-08-31T00:00:00
25
69
7
16
15
6
13
2
63
63
14
69
50
5
1
50
1
34
50
8
19
94
51
50
50
0.092308
ZNGN
2001-09-07T00:00:00
25
65
7
16
14
7
20
1
62
62
14
67
50
5
1
50
1
32
50
11
29
93
50
50
50
0.084507
ZNGN
2001-09-14T00:00:00
25
63
7
16
13
7
14
1
60
60
15
66
50
4
1
50
1
34
50
8
49
93
55
50
50
0.028571
ZNGN
2001-09-21T00:00:00
25
67
3
16
22
13
82
49
66
66
7
68
50
7
1
50
1
17
50
46
49
94
48
50
50
-0.191919
ZNGN
2001-09-28T00:00:00
25
62
8
16
11
11
62
15
66
66
14
66
50
5
2
50
1
34
50
34
43
92
48
50
50
0.15
ZNGN
2001-10-05T00:00:00
25
63
1
16
28
16
81
19
58
58
2
66
50
8
2
50
1
6
50
46
42
94
47
50
50
0.035326
ZNGN
2001-10-12T00:00:00
25
64
16
16
8
19
77
63
57
57
31
67
50
2
2
50
1
57
50
47
38
93
45
50
50
-0.055118
ZNGN
2001-10-19T00:00:00
26
60
18
16
8
27
92
11
58
58
44
66
50
87
1
50
1
60
50
60
32
90
38
50
50
0.122222
ZNGN
2001-10-26T00:00:00
26
50
15
16
8
40
98
1
85
85
38
60
50
88
1
50
1
53
50
72
18
82
39
50
50
0.460396
ZNGN
2001-11-02T00:00:00
26
55
8
16
9
57
100
35
87
87
23
62
50
91
1
50
1
36
50
82
16
78
43
50
50
-0.152542
ZNGN
2001-11-09T00:00:00
26
54
1
16
22
64
100
23
85
85
4
62
50
94
1
50
1
8
50
85
16
77
42
50
50
0.03
ZNGN
2001-11-16T00:00:00
26
56
16
16
8
49
75
79
84
84
26
63
50
88
1
50
1
54
50
63
24
82
44
50
50
-0.048544
ZNGN
2001-11-23T00:00:00
26
56
18
16
7
64
95
73
80
80
29
64
50
87
1
50
1
62
50
82
22
82
44
50
50
-0.010204
ZNHYY
1998-01-09T00:00:00
50
93
50
50
7
51
52
45
57
57
25
16
50
50
43
50
50
50
50
52
44
57
43
39
67
-0.286933
ZNHYY
1998-01-16T00:00:00
50
93
50
50
7
51
52
91
57
57
16
16
50
50
43
50
50
50
50
51
44
57
43
39
67
-0.060534
ZNHYY
1998-01-23T00:00:00
50
93
50
50
7
51
52
93
13
13
25
16
50
50
43
50
50
50
50
51
44
57
43
39
67
-0.071289
ZNHYY
1998-01-30T00:00:00
50
93
50
50
7
51
52
3
98
98
45
16
50
50
43
50
50
50
50
51
44
57
43
39
67
0.32307
ZNHYY
1998-02-06T00:00:00
50
93
50
50
7
51
52
3
96
96
46
16
50
50
43
50
50
50
50
52
44
57
43
39
67
0.121772
ZNHYY
1998-02-13T00:00:00
50
93
50
50
7
51
52
11
94
94
3
16
50
50
43
50
50
50
50
51
44
57
43
39
67
0.020745
ZNHYY
1998-02-20T00:00:00
50
93
50
50
7
51
52
17
92
92
51
16
50
50
43
50
50
50
50
52
44
57
43
39
67
0.005707
ZNHYY
1998-02-27T00:00:00
50
93
50
50
7
51
52
30
90
90
28
16
50
50
43
50
50
50
50
52
44
57
43
39
67
0.014533
ZNHYY
1998-03-06T00:00:00
50
93
50
50
7
10
10
64
89
89
7
16
50
50
43
50
50
50
50
10
44
57
43
39
67
-0.034243
ZNHYY
1998-03-13T00:00:00
50
93
50
50
7
10
10
90
87
87
36
16
50
50
43
50
50
50
50
9
44
57
43
39
67
-0.067665
ZNHYY
1998-03-20T00:00:00
50
93
50
50
7
6
6
34
87
87
9
16
50
50
43
50
50
50
50
6
44
57
43
39
67
0.094697
ZNHYY
1998-03-27T00:00:00
50
93
50
50
7
98
99
5
87
87
60
16
50
50
43
50
50
50
50
99
44
57
43
39
67
0.151003
ZNHYY
1998-04-03T00:00:00
50
93
50
50
7
98
98
53
87
87
5
16
50
50
43
50
50
50
50
98
44
57
43
39
67
-0.070106
ZNHYY
1998-04-10T00:00:00
50
93
50
50
7
96
95
74
81
81
19
16
50
50
43
50
50
50
50
96
44
57
43
39
67
-0.03776
ZNHYY
1998-04-17T00:00:00
50
93
50
50
7
94
93
74
77
77
32
16
50
50
43
50
50
50
50
94
44
57
43
39
67
0
ZNHYY
1998-04-24T00:00:00
50
93
50
50
7
90
84
96
81
81
27
16
50
50
43
50
50
50
50
87
44
57
43
39
67
-0.127133
ZNHYY
1998-05-01T00:00:00
50
93
50
50
7
76
57
87
79
79
21
16
50
50
43
50
50
50
50
67
44
57
43
39
67
0.005389
ZNHYY
1998-05-08T00:00:00
50
93
50
50
7
35
23
97
79
79
58
16
50
50
43
50
50
50
50
28
44
57
43
39
67
-0.072282
ZNHYY
1998-05-15T00:00:00
50
93
50
50
7
73
63
99
80
80
8
16
50
50
43
50
50
50
50
69
44
57
43
39
67
-0.108947
ZNHYY
1998-05-22T00:00:00
50
93
50
50
7
94
93
62
81
81
26
16
50
50
43
50
50
50
50
94
44
57
43
39
67
0.054094
ZNHYY
1998-05-29T00:00:00
50
93
50
50
7
76
63
94
80
80
31
16
50
50
43
50
50
50
50
70
44
57
43
39
67
-0.096134
ZNHYY
1998-06-05T00:00:00
50
93
50
50
7
63
37
96
74
74
45
16
50
50
43
50
50
50
50
50
44
57
43
39
67
-0.106358
ZNHYY
1998-06-12T00:00:00
50
93
50
50
7
57
36
99
80
80
28
16
50
50
43
50
50
50
50
47
44
57
43
39
67
-0.174717
ZNHYY
1998-06-19T00:00:00
50
93
50
50
7
12
14
56
87
87
41
16
50
50
43
50
50
50
50
12
44
57
43
39
67
0.125231
ZNHYY
1998-06-26T00:00:00
50
93
50
50
7
15
16
67
85
85
21
16
50
50
43
50
50
50
50
15
44
57
43
39
67
-0.008669
ZNHYY
1998-07-03T00:00:00
50
93
50
50
7
9
12
70
83
83
30
16
50
50
43
50
50
50
50
10
44
57
43
39
67
-0.025762
ZNHYY
1998-07-10T00:00:00
50
93
50
50
7
4
3
89
80
80
16
16
50
50
43
50
50
50
50
3
44
57
43
39
67
-0.044396
ZNHYY
1998-07-17T00:00:00
50
93
50
50
7
10
10
77
77
77
40
16
50
50
43
50
50
50
50
9
44
57
43
39
67
0
ZNHYY
1998-07-24T00:00:00
50
93
50
50
7
7
5
89
76
76
38
16
50
50
43
50
50
50
50
5
44
57
43
39
67
-0.110942
ZNHYY
1998-07-31T00:00:00
50
93
50
50
7
4
3
87
72
72
2
16
50
50
43
50
50
50
50
3
44
57
43
39
67
-0.062536
ZNHYY
1998-08-07T00:00:00
50
93
50
50
7
3
2
97
72
72
20
16
50
50
43
50
50
50
50
3
44
57
43
39
67
-0.133415
ZNHYY
1998-08-14T00:00:00
50
93
50
50
7
7
11
55
74
74
31
16
50
50
43
50
50
50
50
8
44
57
43
39
67
0.051318
ZNHYY
1998-08-21T00:00:00
50
93
50
50
7
7
15
92
72
72
32
16
50
50
43
50
50
50
50
11
44
57
43
39
67
-0.122033
ZNHYY
1998-08-28T00:00:00
50
93
50
50
7
7
12
93
69
69
6
16
50
50
43
50
50
50
50
9
44
57
43
39
67
-0.194212
ZNHYY
1998-09-04T00:00:00
50
93
50
50
7
6
10
6
94
94
16
16
50
50
43
50
50
50
50
7
44
57
43
39
67
0.362004
ZNHYY
1998-09-11T00:00:00
50
93
50
50
7
8
13
3
93
93
25
16
50
50
43
50
50
50
50
9
77
72
99
39
67
0.075989
ZNHYY
1998-09-18T00:00:00
50
93
50
50
48
6
10
13
91
91
3
16
50
50
43
50
50
50
50
7
87
72
100
39
67
0
ZNHYY
1998-09-25T00:00:00
50
93
50
50
16
6
8
22
88
88
19
16
50
50
43
50
50
50
50
6
89
72
99
39
67
0.03515
ZNHYY
1998-10-02T00:00:00
50
93
50
50
16
4
4
66
87
87
19
16
50
50
43
50
50
50
50
4
88
76
99
39
67
-0.102181
ZNHYY
1998-10-09T00:00:00
50
93
50
50
35
7
17
5
84
84
9
16
50
50
43
50
50
50
50
11
97
93
94
39
67
0.075989
ZNHYY
1998-10-16T00:00:00
50
93
50
50
16
5
8
5
80
80
24
16
50
50
43
50
50
50
50
6
95
96
92
39
67
0.140922
ZNHYY
1998-10-23T00:00:00
50
93
50
50
36
4
6
22
74
74
10
16
50
50
43
50
50
50
50
4
95
97
92
39
67
0.030808
ZNHYY
1998-10-30T00:00:00
50
93
50
50
34
26
76
53
69
69
12
16
50
50
43
50
50
50
50
51
96
97
93
39
67
-0.009871
ZNHYY
1998-11-06T00:00:00
50
93
50
50
18
35
86
23
64
64
23
16
50
50
43
50
50
50
50
61
96
95
93
39
67
0.121296
ZNHYY
1998-11-13T00:00:00
50
93
50
50
28
29
87
35
52
52
13
16
50
50
43
50
50
50
50
58
96
95
93
39
67
-0.027167
ZNHYY
1998-11-20T00:00:00
50
93
50
50
6
34
89
42
51
51
28
16
50
50
43
50
50
50
50
62
96
95
89
39
67
0
ZNHYY
1998-11-27T00:00:00
50
93
50
50
4
28
54
92
54
54
32
16
50
50
43
50
50
50
50
40
97
97
93
39
67
-0.08327
ZNHYY
1998-12-04T00:00:00
50
93
50
50
33
47
92
92
55
55
9
16
50
50
43
50
50
50
50
71
96
96
93
39
67
-0.080864
ZNHYY
1998-12-11T00:00:00
50
93
50
50
8
59
97
90
53
53
24
16
50
50
43
50
50
50
50
80
96
95
93
39
67
-0.054836
ZNHYY
1998-12-18T00:00:00
50
93
50
50
36
55
91
88
53
53
8
16
50
50
43
50
50
50
50
76
96
95
90
39
67
-0.046541
ZNHYY
1998-12-25T00:00:00
50
93
50
50
12
48
74
89
48
48
20
16
50
50
43
50
50
50
50
63
96
95
91
39
67
-0.036443
ZNHYY
1999-01-01T00:00:00
50
93
50
50
3
62
87
97
47
47
29
16
50
50
35
50
50
50
50
79
96
96
88
39
67
-0.075989
ZNHYY
1999-01-08T00:00:00
50
93
50
50
6
60
82
51
55
55
28
16
50
50
27
50
50
50
50
74
96
94
86
39
67
0.109651
ZNHYY
1999-01-15T00:00:00
50
93
50
50
7
59
73
80
49
49
36
16
50
50
39
50
50
50
50
69
93
94
86
39
67
-0.049408
ZNHYY
1999-01-22T00:00:00
50
93
50
50
3
37
29
94
50
50
48
16
50
50
41
50
50
50
50
30
94
97
89
39
67
-0.091136
ZNHYY
1999-01-29T00:00:00
50
93
50
50
14
26
21
88
48
48
29
16
50
50
26
50
50
50
50
21
94
98
88
39
67
-0.014101
ZNHYY
1999-02-05T00:00:00
50
93
50
50
3
23
21
76
44
44
47
16
50
50
37
50
50
50
50
20
95
97
87
39
67
-0.0147
ZNHYY
1999-02-12T00:00:00
50
93
50
50
17
22
14
35
43
43
26
16
50
50
39
50
50
50
50
16
94
98
88
39
67
0.014919
ZNHYY
1999-02-19T00:00:00
50
93
50
50
3
19
11
51
42
42
47
16
50
50
36
50
50
50
50
13
96
98
90
39
67
-0.0147
ZNHYY
1999-02-26T00:00:00
50
93
50
50
28
13
5
67
40
40
19
16
50
50
33
50
50
50
50
8
89
95
90
39
67
-0.029435
ZNHYY
1999-03-05T00:00:00
50
93
50
50
8
16
19
48
47
47
38
16
50
50
41
50
50
50
50
14
89
95
90
39
67
0.015372
ZNHYY
1999-03-12T00:00:00
50
93
50
50
51
13
13
35
45
45
4
16
50
50
49
50
50
50
50
9
89
95
89
39
67
0.01473
ZNHYY
1999-03-19T00:00:00
50
93
50
50
40
9
3
3
69
69
11
16
50
50
26
50
50
50
50
4
84
90
89
39
67
0.235484
ZNHYY
1999-03-26T00:00:00
50
93
50
50
18
10
6
2
70
70
24
16
50
50
12
50
50
50
50
6
85
92
89
39
67
0.14295
ZNHYY
1999-04-02T00:00:00
50
93
50
50
23
10
9
44
72
72
18
16
50
50
15
50
50
50
50
7
90
94
86
39
67
-0.114506
ZNHYY
1999-04-09T00:00:00
50
93
50
50
5
13
32
1
89
89
33
16
50
50
6
50
50
50
50
20
93
88
89
39
67
0.494034
ZNHYY
1999-04-16T00:00:00
50
93
50
50
31
16
31
12
88
88
17
16
50
50
7
50
50
50
50
21
93
89
90
39
67
0.00777
ZNHYY
1999-04-23T00:00:00
50
93
50
50
33
13
25
40
88
88
17
16
50
50
9
50
50
50
50
16
88
87
93
39
67
-0.06254
ZNHYY
1999-04-30T00:00:00
50
93
50
50
47
15
38
37
87
87
8
16
50
50
6
50
50
50
50
23
86
94
97
39
67
0.041809
ZNHYY
1999-05-07T00:00:00
50
93
50
50
7
17
50
41
86
86
41
16
50
50
7
50
50
50
50
30
95
98
98
39
67
0.007895
ZNHYY
1999-05-14T00:00:00
50
93
50
50
10
57
91
44
85
85
30
16
50
50
9
50
50
50
50
78
84
87
81
39
67
-0.007833
ZNHYY
1999-05-21T00:00:00
50
93
50
50
21
77
97
44
83
83
18
16
50
50
7
50
50
50
50
90
84
85
83
39
67
0.023904
ZNHYY
1999-05-28T00:00:00
50
93
50
50
39
61
85
85
83
83
9
16
50
50
7
50
50
50
50
76
84
84
81
39
67
-0.070251
ZNHYY
1999-06-04T00:00:00
50
93
50
50
5
94
99
79
82
82
28
16
50
50
7
50
50
50
50
97
85
83
82
39
67
-0.016816
ZNHYY
1999-06-11T00:00:00
50
93
50
50
20
95
98
18
82
82
18
16
50
50
5
50
50
50
50
98
82
85
81
39
67
0.093955
ZNHYY
1999-06-18T00:00:00
50
93
50
50
28
91
92
15
63
63
14
16
50
50
5
50
50
50
50
94
75
56
69
39
67
0.03127
ZNHYY
1999-06-25T00:00:00
50
93
50
50
49
93
91
1
86
86
5
16
50
50
2
50
50
50
50
95
79
39
72
39
67
0.340602
ZNHYY
1999-07-02T00:00:00
50
93
50
50
45
93
82
2
86
86
7
16
50
50
1
50
50
50
50
91
72
38
75
39
67
0.175368
ZNHYY
1999-07-09T00:00:00
50
93
50
50
22
90
77
29
86
86
17
16
50
50
9
50
50
50
50
87
68
55
71
39
67
-0.076974
ZNHYY
1999-07-16T00:00:00
50
93
50
50
51
90
71
49
85
85
3
16
50
50
9
50
50
50
50
85
70
58
70
39
67
-0.01585
ZNHYY
1999-07-23T00:00:00
50
93
50
50
8
86
38
86
86
86
27
16
50
50
13
50
50
50
50
65
68
60
75
39
67
-0.115932
ZNHYY
1999-07-30T00:00:00
50
93
50
50
4
82
35
60
85
85
32
16
50
50
14
50
50
50
50
60
66
60
81
39
67
0.005744
ZNHYY
1999-08-06T00:00:00
50
93
50
50
10
91
83
81
84
84
25
16
50
50
41
50
50
50
50
90
70
50
70
39
67
-0.059563
ZNHYY
1999-08-13T00:00:00
50
93
50
50
53
87
87
89
83
83
2
16
50
50
42
50
50
50
50
90
73
50
60
39
67
-0.050668
ZNHYY
1999-08-20T00:00:00
50
93
50
50
6
97
100
19
84
84
22
16
50
50
44
50
50
50
50
99
71
50
50
39
67
0.126485