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
2001-07-27T00:00:00
50
94
50
50
4
86
65
47
43
43
19
13
50
50
57
50
50
50
50
80
79
94
93
39
67
0.037934
ZNHYY
2001-08-03T00:00:00
50
98
50
50
8
80
52
95
48
48
14
14
50
50
48
50
50
50
50
70
77
97
90
39
67
-0.120915
ZNHYY
2001-08-10T00:00:00
50
98
50
50
25
84
65
78
46
46
4
14
50
50
49
50
50
50
50
79
77
96
86
39
67
-0.009843
ZNHYY
2001-08-17T00:00:00
50
99
50
50
35
79
48
60
46
46
1
14
50
50
58
50
50
50
50
64
92
90
75
39
67
0.019097
ZNHYY
2001-08-24T00:00:00
50
98
50
50
30
61
25
79
46
46
2
15
50
50
85
50
50
50
50
41
95
90
74
39
67
-0.044924
ZNHYY
2001-08-31T00:00:00
50
97
50
50
8
59
24
27
47
47
12
14
50
50
76
50
50
50
50
39
91
76
82
39
67
0.039242
ZNHYY
2001-09-07T00:00:00
50
98
50
50
10
71
55
18
46
46
11
13
50
50
72
50
50
50
50
64
93
77
82
39
67
0.01888
ZNHYY
2001-09-14T00:00:00
50
97
50
50
2
52
24
5
46
46
23
13
50
50
82
50
50
50
50
36
95
71
84
39
67
0.012565
ZNHYY
2001-09-21T00:00:00
50
97
50
50
6
58
41
92
70
70
14
16
50
50
96
50
50
50
50
49
37
47
4
39
67
-0.363625
ZNHYY
2001-09-28T00:00:00
50
98
50
50
29
39
12
69
70
70
2
15
50
50
85
50
50
50
50
22
28
48
3
39
67
0.149498
ZNHYY
2001-10-05T00:00:00
50
98
50
50
30
42
17
29
70
70
1
14
50
50
84
50
50
50
50
27
23
57
3
39
67
0.124914
ZNHYY
2001-10-12T00:00:00
50
98
50
50
13
43
28
17
68
68
7
14
50
50
93
50
50
50
50
33
22
55
3
39
67
0.0623
ZNHYY
2001-10-19T00:00:00
50
98
50
50
16
39
18
55
66
66
8
14
50
50
95
50
50
50
50
26
24
60
3
39
67
-0.04187
ZNHYY
2001-10-26T00:00:00
50
96
50
50
2
43
44
34
64
64
29
14
50
50
93
50
50
50
50
41
21
58
3
39
67
0.061209
ZNHYY
2001-11-02T00:00:00
50
97
50
50
4
51
64
12
63
63
19
14
50
50
81
50
50
50
50
57
22
57
2
39
67
0.049358
ZNHYY
2001-11-09T00:00:00
50
97
50
50
3
54
80
56
62
62
21
14
50
50
85
50
50
50
50
69
26
56
2
39
67
-0.045558
ZNHYY
2001-11-16T00:00:00
50
97
50
50
3
30
12
17
62
62
16
14
50
50
71
50
50
50
50
19
16
51
2
39
67
0.109406
ZNHYY
2001-11-23T00:00:00
50
98
50
50
7
36
22
16
60
60
7
13
50
50
66
50
50
50
50
27
10
47
1
39
67
0.037695
ZNHYY
2001-11-30T00:00:00
50
92
50
50
2
44
49
17
50
50
28
13
50
50
54
50
50
50
50
45
10
45
2
39
67
0.020059
ZNHYY
2001-12-07T00:00:00
50
94
50
50
3
48
66
34
47
47
13
13
50
50
42
50
50
50
50
58
12
37
2
39
67
0.014628
ZNHYY
2001-12-14T00:00:00
50
95
50
50
10
42
46
30
45
45
5
13
50
50
48
50
50
50
50
41
11
39
2
39
67
0.003427
ZNHYY
2001-12-21T00:00:00
50
93
50
50
2
45
59
53
44
44
20
13
50
50
25
50
50
50
50
51
14
42
1
39
67
-0.010246
ZNHYY
2001-12-28T00:00:00
50
94
50
50
3
57
84
68
41
41
12
14
50
50
29
50
50
50
50
76
12
46
1
39
67
-0.000714
ZNHYY
2002-01-04T00:00:00
50
96
50
50
16
44
53
40
41
41
2
13
50
50
23
50
50
50
50
47
13
50
1
39
67
0.046559
ZNHYY
2002-01-11T00:00:00
50
94
50
50
9
63
85
20
40
40
5
12
50
50
31
50
50
50
50
81
12
45
1
39
67
0.045853
ZNHYY
2002-01-18T00:00:00
50
91
50
50
4
68
87
43
39
39
13
16
50
50
23
50
50
50
50
85
12
46
1
39
67
-0.034922
ZNHYY
2002-01-25T00:00:00
50
93
50
50
2
70
87
11
37
37
26
12
50
50
22
50
50
50
50
85
12
40
1
39
67
0.06448
ZNHYY
2002-02-01T00:00:00
50
93
50
50
2
69
78
63
38
38
41
12
50
50
26
50
50
50
50
79
11
46
1
39
67
-0.045113
ZNHYY
2002-02-08T00:00:00
50
95
50
50
4
72
78
6
40
40
5
11
50
50
17
50
50
50
50
80
16
50
1
39
67
0.067206
ZNHYY
2002-02-15T00:00:00
50
92
50
50
2
64
63
6
40
40
49
11
50
50
16
50
50
50
50
66
16
43
1
39
67
0.058298
ZNHYY
2002-02-22T00:00:00
50
96
50
50
5
55
45
31
42
42
1
11
50
50
10
50
50
50
50
48
15
39
1
39
67
-0.029262
ZNHYY
2002-03-01T00:00:00
50
94
50
50
2
62
67
68
41
41
14
12
50
50
22
50
50
50
50
70
15
46
1
39
67
-0.026603
ZNHYY
2002-03-08T00:00:00
50
93
50
50
2
70
82
84
40
40
18
12
50
50
34
50
50
50
50
82
16
63
1
39
67
-0.011431
ZNHYY
2002-03-15T00:00:00
50
95
50
50
2
64
71
48
39
39
7
12
50
50
33
50
50
50
50
71
16
61
1
39
67
0.03122
ZNHYY
2002-03-22T00:00:00
50
93
50
50
2
74
87
64
38
38
28
12
50
50
22
50
50
50
50
85
13
59
1
39
67
-0.00948
ZNHYY
2002-03-29T00:00:00
50
91
50
50
2
64
61
74
37
37
12
16
50
50
29
50
50
50
50
64
16
61
1
39
67
-0.012041
ZNHYY
2002-04-05T00:00:00
50
95
50
50
2
79
92
91
41
41
7
13
50
50
50
50
50
50
50
89
14
49
1
39
67
-0.083854
ZNHYY
2002-04-12T00:00:00
50
96
50
50
3
86
95
54
43
43
2
13
50
50
46
50
50
50
50
94
16
39
1
39
67
0.055031
ZNHYY
2002-04-19T00:00:00
50
93
50
50
1
84
87
49
40
40
36
13
50
50
37
50
50
50
50
89
16
39
1
39
67
0.020153
ZNHYY
2002-04-26T00:00:00
50
90
50
50
1
76
58
27
37
37
46
16
50
50
34
50
50
50
50
69
17
41
1
39
67
0.011092
ZNHYY
2002-05-03T00:00:00
50
94
50
50
2
65
33
24
36
36
29
12
50
50
28
50
50
50
50
48
16
45
1
39
67
0.035315
ZNHYY
2002-05-10T00:00:00
50
95
50
50
2
72
53
15
34
34
11
12
50
50
26
50
50
50
50
64
16
45
1
39
67
0.013624
ZNHYY
2002-05-17T00:00:00
50
96
50
50
2
69
41
4
45
45
11
11
50
50
20
50
50
50
50
55
12
35
1
39
67
0.123755
ZNHYY
2002-05-24T00:00:00
50
97
50
50
2
65
30
13
45
45
3
11
50
50
22
50
50
50
50
46
9
29
1
39
67
-0.016568
ZNHYY
2002-05-31T00:00:00
50
95
50
50
1
41
15
4
46
46
19
11
50
50
13
50
50
50
50
25
54
67
26
39
67
0.07045
ZNHYY
2002-06-07T00:00:00
50
96
50
50
2
54
34
6
44
44
11
10
50
50
13
50
50
50
50
43
60
64
27
39
67
0.008332
ZNHYY
2002-06-14T00:00:00
50
94
50
50
1
57
42
24
41
41
22
10
50
50
17
50
50
50
50
49
60
36
30
39
67
-0.025958
ZNHYY
2002-06-21T00:00:00
50
94
50
50
1
62
58
47
40
40
20
11
50
50
19
50
50
50
50
61
48
29
26
39
67
-0.017566
ZNHYY
2002-06-28T00:00:00
50
95
50
50
1
67
70
28
38
38
13
10
50
50
18
50
50
50
50
70
49
39
13
39
67
0.034802
ZNHYY
2002-07-05T00:00:00
50
97
50
50
2
75
79
2
40
40
5
9
50
50
6
50
50
50
50
80
61
45
14
39
67
0.079231
ZNHYY
2002-07-12T00:00:00
50
97
50
50
2
87
96
23
43
43
2
10
50
50
11
50
50
50
50
94
50
32
15
39
67
-0.050922
ZNHYY
2002-07-19T00:00:00
50
97
50
50
2
86
92
68
50
50
1
10
50
50
27
50
50
50
50
92
27
21
7
39
67
-0.11315
ZNHYY
2002-07-26T00:00:00
50
96
50
50
2
92
95
43
43
43
2
9
50
50
24
50
50
50
50
96
54
27
10
39
67
0.019115
ZNHYY
2002-08-02T00:00:00
50
95
50
50
2
94
96
66
41
41
9
10
50
50
36
50
50
50
50
97
63
32
11
39
67
-0.037421
ZNHYY
2002-08-09T00:00:00
50
94
50
50
2
91
93
37
38
38
13
10
50
50
41
50
50
50
50
95
63
34
13
39
67
0.038876
ZNHYY
2002-08-16T00:00:00
50
93
50
50
2
89
80
90
42
42
12
11
50
50
69
50
50
50
50
87
79
30
6
39
67
-0.091414
ZNHYY
2002-08-23T00:00:00
50
92
50
50
1
92
85
40
46
46
20
10
50
50
64
50
50
50
50
91
67
28
4
39
67
0.082974
ZNHYY
2002-08-30T00:00:00
50
90
50
50
2
97
99
97
56
56
12
15
50
50
76
50
50
50
50
99
58
44
15
39
67
-0.175534
ZNHYY
2002-09-06T00:00:00
50
97
50
50
1
96
94
96
56
56
18
12
50
50
71
50
50
50
50
97
49
33
10
39
67
-0.077104
ZNHYY
2002-09-13T00:00:00
50
96
50
50
1
88
58
86
54
54
21
12
50
50
80
50
50
50
50
75
50
34
7
39
67
0
ZNHYY
2002-09-20T00:00:00
50
95
50
50
1
92
71
74
52
52
26
12
50
50
92
50
50
50
50
85
52
38
10
39
67
-0.043658
ZNHYY
2002-09-27T00:00:00
50
95
50
50
1
82
53
82
51
51
21
13
50
50
90
50
50
50
50
69
48
36
7
39
67
-0.079858
ZNHYY
2002-10-04T00:00:00
50
94
50
50
1
87
62
87
50
50
23
13
50
50
87
50
50
50
50
77
53
41
12
39
67
-0.099088
ZNHYY
2002-10-11T00:00:00
50
93
50
50
1
66
27
81
48
48
28
13
50
50
89
50
50
50
50
44
52
30
12
39
67
-0.031447
ZNHYY
2002-10-18T00:00:00
50
94
50
50
1
82
51
19
61
61
41
12
50
50
90
50
50
50
50
70
58
39
20
39
67
0.182293
ZNHYY
2002-10-25T00:00:00
50
94
50
50
1
47
11
14
60
60
41
12
50
50
89
50
50
50
50
25
54
49
22
39
67
0.079437
ZNHYY
2002-11-01T00:00:00
50
98
50
50
2
40
8
69
59
59
1
13
50
50
91
50
50
50
50
20
58
55
25
39
67
-0.071358
ZNHYY
2002-11-08T00:00:00
50
99
50
50
2
41
10
35
56
56
3
12
50
50
94
50
50
50
50
22
56
44
33
39
67
0.039155
ZNHYY
2002-11-15T00:00:00
50
99
50
50
2
41
15
34
52
52
3
12
50
50
92
50
50
50
50
25
55
29
27
39
67
0.027263
ZNHYY
2002-11-22T00:00:00
50
98
50
50
2
36
15
71
51
51
3
13
50
50
93
50
50
50
50
23
61
49
33
39
67
-0.044191
ZNHYY
2002-11-29T00:00:00
50
89
50
50
1
31
13
52
50
50
17
16
50
50
91
50
50
50
50
20
61
46
31
39
67
0.030779
ZNHYY
2002-12-06T00:00:00
50
97
50
50
2
30
15
14
49
49
2
12
50
50
87
50
50
50
50
20
62
41
35
39
67
0.074587
ZNHYY
2002-12-13T00:00:00
50
97
50
50
2
38
51
12
47
47
2
12
50
50
85
50
50
50
50
42
61
47
35
39
67
0.006976
ZNHYY
2002-12-20T00:00:00
50
88
50
50
1
43
69
10
46
46
26
15
50
50
84
50
50
50
50
56
60
47
35
39
67
0.03241
ZNHYY
2002-12-27T00:00:00
50
92
50
50
1
32
31
56
43
43
22
12
50
50
78
50
50
50
50
26
60
51
32
39
67
-0.038103
ZNHYY
2003-01-03T00:00:00
50
95
50
50
1
37
55
84
43
43
29
13
50
50
73
50
50
50
50
43
63
56
19
39
67
-0.041622
ZNHYY
2003-01-10T00:00:00
50
92
50
50
1
40
62
10
51
51
31
12
50
50
64
50
50
50
50
49
66
49
14
39
67
0.144972
ZNHYY
2003-01-17T00:00:00
50
92
50
50
1
28
29
40
51
51
48
12
50
50
66
50
50
50
50
22
65
51
16
39
67
-0.038039
ZNHYY
2003-01-24T00:00:00
50
96
50
50
1
28
41
13
50
50
4
12
50
50
65
50
50
50
50
27
74
69
16
39
67
0.018483
ZNHYY
2003-01-31T00:00:00
50
93
50
50
1
49
73
53
50
50
40
12
50
50
49
50
50
50
50
64
74
68
15
39
67
-0.024527
ZNHYY
2003-02-07T00:00:00
50
95
50
50
1
56
84
23
48
48
11
12
50
50
39
50
50
50
50
73
75
70
14
39
67
0.00654
ZNHYY
2003-02-14T00:00:00
50
90
50
50
1
61
90
31
46
46
9
15
50
50
34
50
50
50
50
79
73
69
15
39
67
0
ZNHYY
2003-02-21T00:00:00
50
93
50
50
1
54
70
73
46
46
20
12
50
50
42
50
50
50
50
63
73
69
17
39
67
-0.026325
ZNHYY
2003-02-28T00:00:00
50
96
50
50
1
37
31
91
50
50
26
13
50
50
37
50
50
50
50
29
71
76
17
39
67
-0.084445
ZNHYY
2003-03-07T00:00:00
50
97
50
50
1
73
91
85
48
48
16
13
50
50
43
50
50
50
50
87
69
71
16
39
67
-0.033174
ZNHYY
2003-03-14T00:00:00
50
98
50
50
1
63
77
74
47
47
2
13
50
50
43
50
50
50
50
74
68
71
20
39
67
0
ZNHYY
2003-03-21T00:00:00
50
95
50
50
1
70
87
30
45
45
10
13
50
50
40
50
50
50
50
83
64
74
33
39
67
0.097738
ZNHYY
2003-03-28T00:00:00
50
98
50
50
1
65
71
91
51
51
1
13
50
50
57
50
50
50
50
70
66
79
52
39
67
-0.100876
ZNHYY
2003-04-04T00:00:00
50
95
50
50
1
69
78
97
52
52
31
14
50
50
70
50
50
50
50
76
47
74
64
39
67
-0.085857
ZNHYY
2003-04-11T00:00:00
50
96
50
50
1
67
82
85
51
51
20
14
50
50
75
50
50
50
50
78
46
68
63
39
67
0.00677
ZNHYY
2003-04-18T00:00:00
50
96
50
50
1
58
46
97
50
50
24
15
50
50
89
50
50
50
50
51
44
80
68
39
67
-0.058807
ZNHYY
2003-04-25T00:00:00
50
94
50
50
1
44
21
99
54
54
49
17
50
50
94
50
50
50
50
30
24
95
82
39
67
-0.128611
ZNHYY
2003-05-02T00:00:00
50
98
50
50
1
41
23
52
65
65
2
15
50
50
80
50
50
50
50
30
44
93
87
39
67
0.162945
ZNHYY
2003-05-09T00:00:00
50
97
50
50
1
39
26
89
63
63
13
16
50
50
92
50
50
50
50
30
48
91
86
39
67
-0.037804
ZNHYY
2003-05-16T00:00:00
50
95
50
50
1
50
54
35
63
63
16
16
50
50
85
50
50
50
50
51
51
92
88
39
67
0.053009
ZNHYY
2003-05-23T00:00:00
50
98
50
50
1
32
14
12
66
66
5
14
50
50
68
50
50
50
50
19
50
94
86
39
67
0.134883
ZNHYY
2003-05-30T00:00:00
50
95
50
50
1
20
5
29
64
64
21
15
50
50
57
50
50
50
50
10
50
96
89
39
67
0.009915
ZNHYY
2003-06-06T00:00:00
50
97
50
50
1
21
8
59
62
62
8
15
50
50
63
50
50
50
50
11
57
96
93
39
67
-0.026612
ZNHYY
2003-06-13T00:00:00
50
98
50
50
1
16
5
16
62
62
4
14
50
50
61
50
50
50
50
8
44
97
94
39
67
0.095156
ZNHYY
2003-06-20T00:00:00
50
95
50
50
1
10
2
11
61
61
4
14
50
50
55
50
50
50
50
4
44
98
91
39
67
0.049806