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
ZNHYY
2022-08-26T00:00:00
50
95
50
50
4
83
95
24
37
37
24
30
50
50
75
50
50
50
50
94
15
45
97
1
18
0.03384
ZNHYY
2022-09-02T00:00:00
50
95
50
50
23
83
92
66
38
38
3
30
50
50
76
50
50
50
50
94
15
47
97
1
14
-0.06142
ZNHYY
2022-09-09T00:00:00
50
95
50
50
13
75
83
65
33
33
10
30
50
50
51
50
50
50
50
85
17
56
96
1
17
0.014498
ZNHYY
2022-09-16T00:00:00
50
95
50
50
8
63
59
21
32
32
17
29
50
50
73
50
50
50
50
62
20
56
95
1
14
0.020857
ZNHYY
2022-09-23T00:00:00
50
95
50
50
11
49
33
23
30
30
13
29
50
50
71
50
50
50
50
35
19
55
97
1
24
-0.018161
ZNHYY
2022-09-30T00:00:00
50
95
50
50
7
43
26
5
30
30
18
28
50
50
70
50
50
50
50
27
15
47
95
1
33
0.02659
ZNHYY
2022-10-07T00:00:00
50
95
50
50
15
38
17
4
36
36
10
27
50
50
28
50
50
50
50
21
21
38
96
2
17
0.085586
ZNHYY
2022-10-14T00:00:00
50
95
50
50
3
39
23
52
41
41
44
28
50
50
38
50
50
50
50
28
29
41
97
1
13
-0.078492
ZNHYY
2022-10-21T00:00:00
50
94
50
50
5
50
64
13
43
43
32
28
50
50
31
50
50
50
50
57
28
38
99
2
8
0.07167
ZNHYY
2022-10-28T00:00:00
50
95
50
50
24
45
34
69
39
39
4
29
50
50
48
50
50
50
50
38
29
47
99
2
7
-0.020658
ZNHYY
2022-11-04T00:00:00
50
94
50
50
3
42
31
15
39
39
48
27
50
50
42
50
50
50
50
33
25
40
99
3
5
0.055059
ZNHYY
2022-11-11T00:00:00
50
94
50
50
3
53
67
42
35
35
41
28
50
50
33
50
50
50
50
60
29
48
100
4
4
0.009488
ZNHYY
2022-11-18T00:00:00
50
95
50
50
16
60
75
67
35
35
9
28
50
50
36
50
50
50
50
69
49
74
100
14
2
-0.032897
ZNHYY
2022-11-25T00:00:00
50
95
50
50
3
64
96
91
41
41
42
30
50
50
65
50
50
50
50
81
66
73
100
11
4
-0.089205
ZNHYY
2022-12-02T00:00:00
50
95
50
50
6
84
97
30
46
46
21
29
50
50
54
50
50
50
50
94
61
62
97
23
2
0.10404
ZNHYY
2022-12-09T00:00:00
50
94
50
50
3
64
62
4
50
50
40
27
50
50
20
50
50
50
50
63
74
57
99
10
3
0.129444
ZNHYY
2022-12-16T00:00:00
50
95
50
50
10
79
87
6
48
48
14
26
50
50
20
50
50
50
50
87
73
59
97
11
4
0.028117
ZNHYY
2022-12-23T00:00:00
50
95
50
50
9
67
65
13
46
46
14
26
50
50
22
50
50
50
50
69
73
59
98
11
5
-0.007729
ZNHYY
2022-12-30T00:00:00
50
95
50
50
14
82
84
59
47
47
10
27
50
50
27
50
50
50
50
87
76
61
97
10
4
-0.029359
ZNHYY
2023-01-06T00:00:00
50
95
50
50
3
79
71
24
46
46
33
26
50
50
23
50
50
50
50
79
77
58
97
9
6
0.061111
ZNHYY
2023-01-13T00:00:00
50
95
50
50
6
78
46
35
45
45
23
27
50
50
18
50
50
50
50
65
74
63
97
9
7
0.039849
ZNHYY
2023-01-20T00:00:00
50
95
50
50
3
43
23
61
46
46
50
27
50
50
20
50
50
50
50
30
77
68
98
8
7
-0.027972
ZNHYY
2023-01-27T00:00:00
50
95
50
50
4
73
65
82
46
46
29
28
50
50
22
50
50
50
50
74
79
68
99
8
8
-0.008345
ZNHYY
2023-02-03T00:00:00
50
95
50
50
3
96
97
94
44
44
55
28
50
50
32
50
50
50
50
99
79
66
98
10
11
-0.040046
ZNOG
2007-01-12T00:00:00
12
51
9
17
24
28
35
64
76
76
33
81
41
7
39
34
95
53
61
29
78
71
38
49.5
36
-0.196
ZNOG
2007-01-19T00:00:00
12
52
9
17
24
28
35
100
76
76
17
83
41
15
39
34
95
32
61
29
78
71
38
49.5
36
-0.163184
ZNOG
2007-01-26T00:00:00
12
52
9
17
24
28
35
98
81
81
3
84
41
31
39
34
95
9
61
28
78
71
38
49.5
36
-0.060642
ZNOG
2007-02-02T00:00:00
12
52
9
17
24
28
35
96
85
85
6
84
41
26
39
34
95
14
61
28
78
71
38
49.5
36
-0.005063
ZNOG
2007-02-09T00:00:00
11
52
9
17
24
28
35
99
75
75
23
85
41
12
39
34
95
40
61
28
78
71
38
49.5
36
-0.071247
ZNOG
2007-02-16T00:00:00
11
52
9
17
24
28
35
85
77
77
16
85
41
16
39
34
95
32
61
28
78
71
38
49.5
36
0.009589
ZNOG
2007-02-23T00:00:00
12
53
9
17
24
28
35
74
76
76
8
85
41
23
39
34
95
20
61
28
78
71
38
49.5
36
0.013569
ZNOG
2007-03-02T00:00:00
12
52
9
17
24
28
35
19
68
68
35
84
41
6
39
34
95
60
61
28
78
71
38
49.5
36
0.014726
ZNOG
2007-03-09T00:00:00
12
52
9
17
24
33
39
27
64
64
12
84
41
19
39
34
95
26
61
33
78
71
38
49.5
36
0.007916
ZNOG
2007-03-16T00:00:00
12
52
9
17
24
9
3
6
68
68
20
84
41
12
39
34
95
45
61
4
78
71
38
49.5
36
0.053665
ZNOG
2007-03-23T00:00:00
12
52
9
17
24
8
3
58
66
66
10
84
41
21
39
34
95
26
61
4
78
71
38
49.5
36
-0.019876
ZNOG
2007-03-30T00:00:00
13
52
9
16
24
9
4
4
65
65
2
83
41
34
39
34
95
7
61
5
78
71
38
49.5
36
0.076046
ZNOG
2007-04-06T00:00:00
13
52
9
16
24
6
2
79
66
66
19
84
41
15
39
34
95
43
61
3
78
71
38
49.5
36
-0.058893
ZNOG
2007-04-13T00:00:00
13
52
9
16
24
8
5
88
65
65
41
85
41
8
39
34
95
61
61
5
78
71
38
49.5
36
-0.037547
ZNOG
2007-04-20T00:00:00
10
53
7
78
24
9
10
91
58
58
5
82
41
30
39
34
38
13
61
7
78
71
38
49.5
36
-0.011704
ZNOG
2007-04-27T00:00:00
10
54
7
79
24
31
65
87
55
55
4
83
41
31
39
34
38
10
61
47
78
71
38
49.5
36
-0.017105
ZNOG
2007-05-04T00:00:00
10
55
6
80
24
34
70
96
58
58
4
83
41
32
39
34
39
10
61
52
78
71
38
49.5
36
-0.062918
ZNOG
2007-05-11T00:00:00
10
54
7
83
24
70
90
89
57
57
19
83
41
12
39
34
39
44
61
83
78
71
38
49.5
36
-0.014286
ZNOG
2007-05-18T00:00:00
10
54
7
84
24
41
65
67
55
55
30
83
41
2
39
34
40
72
61
54
78
71
38
49.5
36
0.007246
ZNOG
2007-05-25T00:00:00
13
63
12
33
24
80
96
59
49
49
32
83
41
10
39
34
1
47
61
91
78
71
38
49.5
36
0.001583
ZNOG
2007-06-01T00:00:00
13
64
7
33
24
43
48
67
48
48
32
83
41
31
39
34
1
11
61
45
78
71
38
49.5
36
0.005603
ZNOG
2007-06-08T00:00:00
13
63
15
33
24
22
19
54
31
31
33
83
41
2
39
34
1
72
61
18
78
71
38
49.5
36
-0.007143
ZNOG
2007-06-15T00:00:00
13
63
7
33
24
17
13
65
26
26
35
83
41
36
39
34
1
5
61
12
78
71
38
49.5
36
-0.002878
ZNOG
2007-06-22T00:00:00
12
74
13
33
24
16
10
100
94
94
83
87
41
6
39
34
1
56
61
10
78
71
38
49.5
36
-0.365079
ZNOG
2007-06-29T00:00:00
13
68
7
33
24
9
6
62
97
97
44
85
41
29
39
34
1
14
61
5
78
71
38
49.5
36
0.272727
ZNOG
2007-07-06T00:00:00
13
65
14
33
24
10
8
28
97
97
87
84
41
4
39
34
1
62
61
7
78
71
38
49.5
36
0.133929
ZNOG
2007-07-13T00:00:00
13
66
9
33
24
14
18
33
97
97
60
84
41
21
39
34
1
26
61
13
78
71
38
49.5
36
-0.015748
ZNOG
2007-07-20T00:00:00
13
66
12
33
24
13
24
53
96
96
81
84
41
8
39
34
1
52
61
15
78
71
38
49.5
36
-0.0272
ZNOG
2007-07-27T00:00:00
13
65
13
33
24
13
23
44
96
96
81
84
41
7
39
34
1
55
61
15
78
71
38
49.5
36
-0.024671
ZNOG
2007-08-03T00:00:00
13
68
11
33
24
16
33
79
96
96
66
86
41
14
39
34
1
37
61
20
78
71
38
49.5
36
-0.137268
ZNOG
2007-08-10T00:00:00
13
68
6
32
24
16
30
70
95
95
39
85
41
36
39
34
1
3
61
19
78
71
38
49.5
36
0.01251
ZNOG
2007-08-17T00:00:00
13
66
6
32
24
1
1
49
95
95
36
85
41
34
39
34
1
3
61
1
78
71
38
49.5
36
0.023166
ZNOG
2007-08-24T00:00:00
1
41
16
69
24
4
5
86
93
93
29
85
41
29
39
34
4
11
61
3
78
71
38
49.5
36
-0.039623
ZNOG
2007-08-31T00:00:00
1
41
23
69
24
14
54
34
90
90
32
85
41
6
39
34
4
55
61
32
78
71
38
49.5
36
0.041257
ZNOG
2007-09-07T00:00:00
1
41
22
69
24
13
45
33
82
82
31
85
41
11
39
34
4
46
61
27
78
71
38
49.5
36
0.010377
ZNOG
2007-09-14T00:00:00
1
41
18
69
92
13
38
44
72
72
30
85
41
6
39
34
4
20
61
23
77
100
70
10
44
-0.010271
ZNOG
2007-09-21T00:00:00
1
41
22
69
19
24
47
50
69
69
69
85
41
4
39
34
4
46
61
33
84
100
55
13
50
0.018868
ZNOG
2007-09-28T00:00:00
1
41
20
69
29
8
24
28
68
68
59
85
41
5
39
34
4
37
61
13
87
99
42
16
51
0.033333
ZNOG
2007-10-05T00:00:00
1
40
24
69
15
10
21
3
83
83
76
83
41
3
39
34
4
64
61
13
87
98
42
20
38
0.163082
ZNOG
2007-10-12T00:00:00
1
41
17
69
47
17
37
18
75
75
47
83
41
7
39
34
4
17
61
24
88
98
42
20
32
-0.013867
ZNOG
2007-10-19T00:00:00
1
40
23
69
16
11
16
2
77
77
54
81
41
3
39
34
4
52
61
12
87
98
41
13
25
0.09375
ZNOG
2007-10-26T00:00:00
1
40
16
69
47
16
38
77
85
85
6
83
41
7
39
34
4
16
61
24
88
97
51
9
32
-0.114286
ZNOG
2007-11-02T00:00:00
1
41
15
69
53
20
49
77
85
85
3
84
41
8
39
34
4
9
61
32
88
97
49
8
34
-0.064516
ZNOG
2007-11-09T00:00:00
1
40
22
69
18
20
45
5
89
89
19
81
41
4
39
34
4
46
61
30
85
99
69
13
17
0.2
ZNOG
2007-11-16T00:00:00
1
40
20
69
22
16
45
37
89
89
14
82
41
5
39
34
4
40
61
28
84
99
71
17
15
-0.073276
ZNOG
2007-11-23T00:00:00
11
39
7
9
42
24
62
3
88
88
40
82
41
7
39
34
6
17
61
41
85
99
66
16
21
0.046512
ZNOG
2007-11-30T00:00:00
11
40
8
9
33
60
98
75
86
86
47
82
41
6
39
34
6
27
61
82
84
98
64
23
19
-0.04
ZNOG
2007-12-07T00:00:00
11
39
11
9
18
57
91
65
85
85
65
82
41
4
39
34
6
47
61
77
85
99
58
27
19
-0.012346
ZNOG
2007-12-14T00:00:00
11
39
9
9
27
82
97
9
82
82
55
81
41
5
39
34
6
36
61
92
82
98
44
52
15
0.054688
ZNOG
2007-12-21T00:00:00
11
40
8
9
36
53
55
48
79
79
47
81
41
9
39
34
6
27
61
55
81
97
37
48
17
-0.015259
ZNOG
2007-12-28T00:00:00
11
40
9
9
33
38
37
37
77
77
48
81
41
8
39
34
6
29
61
36
79
96
37
46
18
-0.005566
ZNOG
2008-01-04T00:00:00
11
39
10
9
20
83
97
30
70
70
65
81
41
6
1
34
6
47
61
92
78
97
52
47
22
-0.001513
ZNOG
2008-01-11T00:00:00
11
39
8
9
36
73
83
34
66
66
57
81
41
7
2
34
6
28
61
81
75
96
55
40
22
-0.015152
ZNOG
2008-01-18T00:00:00
11
39
13
9
17
81
97
48
48
48
65
82
41
3
5
34
6
68
61
92
72
96
54
38
27
-0.053846
ZNOG
2008-01-25T00:00:00
11
40
7
9
44
71
65
73
39
39
79
82
41
14
4
34
6
19
61
70
64
97
47
34
25
-0.02439
ZNOG
2008-02-01T00:00:00
11
40
6
9
55
63
55
39
43
43
70
81
41
16
5
34
6
6
61
60
63
97
46
34
24
0.081667
ZNOG
2008-02-08T00:00:00
11
39
6
9
51
81
94
37
40
40
75
81
41
15
13
34
6
12
61
90
62
97
42
34
28
-0.019723
ZNOG
2008-02-15T00:00:00
11
39
6
9
50
76
67
47
37
37
75
81
41
16
16
34
7
11
61
75
63
97
42
33
32
-0.00503
ZNOG
2008-02-22T00:00:00
11
40
8
9
38
76
74
73
35
35
84
82
41
14
13
34
7
23
61
78
64
97
43
30
31
-0.030016
ZNOG
2008-02-29T00:00:00
12
39
12
8
19
82
82
47
34
34
98
82
41
11
8
34
7
52
61
86
49
77
37
39
41
0.009772
ZNOG
2008-03-07T00:00:00
12
39
12
8
20
84
77
26
44
44
98
81
41
12
13
34
7
52
61
84
46
58
45
80
36
0
ZNOG
2008-03-14T00:00:00
12
40
10
8
22
79
65
21
42
42
97
80
41
13
12
34
7
47
61
76
45
53
38
74
42
0.016129
ZNOG
2008-03-21T00:00:00
13
40
9
8
36
71
43
43
40
40
94
80
41
16
20
34
7
30
61
59
46
54
39
75
43
-0.007937
ZNOG
2008-03-28T00:00:00
9
39
34
24
22
82
61
59
38
38
73
80
41
15
13
34
11
49
61
77
50
57
42
73
48
-0.0048
ZNOG
2008-04-04T00:00:00
9
39
28
24
61
82
68
48
38
38
43
80
41
21
17
34
11
5
61
81
46
52
45
75
42
0.036977
ZNOG
2008-04-11T00:00:00
9
39
30
24
47
78
61
30
35
35
63
80
41
17
34
34
11
22
61
73
62
49
60
64
37
-0.006202
ZNOG
2008-04-18T00:00:00
9
39
29
24
55
69
36
62
34
34
65
81
41
15
39
34
11
15
61
52
63
48
56
63
43
-0.00468
ZNOG
2008-04-25T00:00:00
9
39
28
24
62
79
52
41
34
34
3
80
41
80
34
34
11
7
61
68
56
38
56
65
40
0.017241
ZNOG
2008-05-02T00:00:00
9
40
27
25
67
83
70
43
33
33
1
80
41
80
40
34
10
2
61
79
57
42
63
64
40
0.015408
ZNOG
2008-05-09T00:00:00
9
39
34
27
21
84
77
47
32
32
30
80
41
70
55
34
11
53
61
84
60
38
73
66
35
-0.013657
ZNOG
2008-05-16T00:00:00
10
38
36
8
20
81
66
85
33
33
86
81
41
24
61
34
18
61
61
76
64
42
69
57
33
-0.038462
ZNOG
2008-05-23T00:00:00
10
38
28
8
64
78
52
22
35
35
35
80
41
40
47
34
18
3
61
67
62
30
65
68
31
0.056
ZNOG
2008-05-30T00:00:00
10
38
35
9
20
78
59
64
35
35
81
81
41
26
54
34
18
51
61
72
63
26
70
70
29
-0.015152
ZNOG
2008-06-06T00:00:00
10
38
35
8
19
84
71
59
35
35
84
81
41
25
59
34
18
55
61
82
66
28
71
72
31
-0.026154
ZNOG
2008-06-13T00:00:00
10
38
33
8
28
74
47
23
36
36
73
80
41
29
72
34
18
42
61
62
77
56
73
79
32
0.04139
ZNOG
2008-06-20T00:00:00
10
38
29
8
59
78
57
55
38
38
39
81
41
38
94
34
18
9
61
71
75
57
69
83
33
-0.044296