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
2009-03-27T00:00:00
50
91
50
50
29
42
54
12
39
39
11
14
50
50
4
50
50
50
50
47
41
64
4
2
5
0.175958
ZNHYY
2009-04-03T00:00:00
50
91
50
50
25
46
73
7
41
41
11
13
50
50
3
50
50
50
50
60
44
64
4
2
5
0.16057
ZNHYY
2009-04-10T00:00:00
50
90
50
50
8
50
75
37
42
42
34
13
50
50
5
50
50
50
50
65
47
68
5
2
5
-0.025923
ZNHYY
2009-04-17T00:00:00
50
94
50
50
39
52
76
34
41
41
8
13
50
50
7
50
50
50
50
65
43
60
7
2
5
0.038206
ZNHYY
2009-04-24T00:00:00
50
94
50
50
28
52
68
6
50
50
16
12
50
50
5
50
50
50
50
61
40
42
14
2
6
0.218953
ZNHYY
2009-05-01T00:00:00
50
94
50
50
36
56
69
75
58
58
9
13
50
50
8
50
50
50
50
64
50
61
22
2
6
-0.155807
ZNHYY
2009-05-08T00:00:00
50
93
50
50
11
61
83
41
56
56
23
13
50
50
8
50
50
50
50
75
47
57
24
2
6
0.103982
ZNHYY
2009-05-15T00:00:00
50
91
50
50
2
62
79
70
56
56
33
13
50
50
12
50
50
50
50
74
49
59
26
2
6
-0.065556
ZNHYY
2009-05-22T00:00:00
50
96
50
50
35
72
92
26
57
57
5
13
50
50
16
50
50
50
50
90
49
58
26
2
6
0.062837
ZNHYY
2009-05-29T00:00:00
50
94
50
50
34
80
95
9
58
58
5
12
50
50
10
50
50
50
50
95
52
55
25
2
6
0.144836
ZNHYY
2009-06-05T00:00:00
50
97
50
50
47
77
84
70
58
58
2
12
50
50
15
50
50
50
50
88
56
61
34
2
6
-0.05495
ZNHYY
2009-06-12T00:00:00
50
96
50
50
31
84
79
82
58
58
6
13
50
50
22
50
50
50
50
90
59
56
28
2
6
-0.054009
ZNHYY
2009-06-19T00:00:00
50
97
50
50
50
95
97
87
57
57
1
13
50
50
32
50
50
50
50
99
85
65
30
2
6
-0.061465
ZNHYY
2009-06-26T00:00:00
50
96
50
50
42
82
52
33
57
57
3
13
50
50
32
50
50
50
50
72
91
71
28
1
6
0.063967
ZNHYY
2009-07-03T00:00:00
50
92
50
50
4
87
66
53
53
53
22
13
50
50
39
50
50
50
50
83
92
81
17
1
6
-0.031155
ZNHYY
2009-07-10T00:00:00
50
92
50
50
6
83
55
39
48
48
18
12
50
50
35
50
50
50
50
74
89
65
12
1
5
-0.009995
ZNHYY
2009-07-17T00:00:00
50
96
50
50
42
84
70
23
47
47
3
12
50
50
28
50
50
50
50
82
89
68
13
1
6
0.098235
ZNHYY
2009-07-24T00:00:00
50
96
50
50
44
89
90
12
48
48
2
12
50
50
35
50
50
50
50
93
89
69
13
1
6
0.1
ZNHYY
2009-07-31T00:00:00
50
89
50
50
2
82
51
5
52
52
32
11
50
50
24
50
50
50
50
70
75
30
9
1
70
0.138289
ZNHYY
2009-08-07T00:00:00
50
94
50
50
45
72
35
32
48
48
2
12
50
50
39
50
50
50
50
54
74
41
25
10
70
-0.012385
ZNHYY
2009-08-14T00:00:00
50
92
50
50
39
66
22
70
51
51
3
12
50
50
54
50
50
50
50
42
71
46
30
12
68
-0.070588
ZNHYY
2009-08-21T00:00:00
50
90
50
50
3
76
59
80
49
49
20
12
50
50
67
50
50
50
50
71
77
42
82
36
71
-0.007372
ZNHYY
2009-08-28T00:00:00
50
90
50
50
2
75
50
64
47
47
21
13
50
50
69
50
50
50
50
65
80
38
85
40
70
0.002452
ZNHYY
2009-09-04T00:00:00
50
93
50
50
47
77
56
64
46
46
1
13
50
50
78
50
50
50
50
69
80
40
85
40
69
-0.017823
ZNHYY
2009-09-11T00:00:00
50
90
50
50
2
81
75
56
44
44
23
13
50
50
73
50
50
50
50
82
77
46
97
44
69
0.031953
ZNHYY
2009-09-18T00:00:00
50
92
50
50
16
85
88
82
43
43
9
13
50
50
78
50
50
50
50
90
90
51
97
70
86
-0.010344
ZNHYY
2009-09-25T00:00:00
50
93
50
50
37
90
95
62
40
40
3
13
50
50
92
50
50
50
50
95
91
50
97
71
86
-0.01101
ZNHYY
2009-10-02T00:00:00
50
96
50
50
39
88
80
80
39
39
3
13
50
50
92
50
50
50
50
88
96
56
97
85
71
-0.052138
ZNHYY
2009-10-09T00:00:00
50
91
50
50
8
82
58
51
32
32
16
13
50
50
93
50
50
50
50
74
95
56
97
88
74
0.06021
ZNHYY
2009-10-16T00:00:00
50
95
50
50
25
76
42
92
35
35
10
14
50
50
97
50
50
50
50
60
96
53
96
84
85
-0.059875
ZNHYY
2009-10-23T00:00:00
50
92
50
50
2
74
46
60
32
32
36
14
50
50
98
50
50
50
50
62
95
54
96
84
85
0.004549
ZNHYY
2009-10-30T00:00:00
50
97
50
50
41
72
39
62
31
31
3
13
50
50
96
50
50
50
50
57
92
50
95
84
86
-0.06147
ZNHYY
2009-11-06T00:00:00
50
95
50
50
27
72
37
51
31
31
7
14
50
50
96
50
50
50
50
55
92
53
96
84
85
0.029268
ZNHYY
2009-11-13T00:00:00
50
92
50
50
11
64
24
3
58
58
11
13
50
50
90
50
50
50
50
43
91
47
78
77
86
0.205195
ZNHYY
2009-11-20T00:00:00
50
91
50
50
2
69
34
25
59
59
20
13
50
50
84
50
50
50
50
52
91
41
79
83
87
-0.04553
ZNHYY
2009-11-27T00:00:00
50
90
50
50
5
58
26
37
59
59
14
13
50
50
95
50
50
50
50
40
90
41
76
84
87
-0.025321
ZNHYY
2009-12-04T00:00:00
50
93
50
50
30
59
39
27
58
58
4
13
50
50
91
50
50
50
50
49
90
51
72
80
95
0.063404
ZNHYY
2009-12-11T00:00:00
50
90
50
50
2
44
16
47
58
58
22
13
50
50
82
50
50
50
50
27
86
42
76
83
92
-0.022689
ZNHYY
2009-12-18T00:00:00
50
90
50
50
3
49
28
84
60
60
16
14
50
50
80
50
50
50
50
37
88
50
79
77
92
-0.088313
ZNHYY
2009-12-25T00:00:00
50
91
50
50
5
49
31
85
57
57
14
14
50
50
83
50
50
50
50
38
88
51
79
76
92
0.022933
ZNHYY
2010-01-01T00:00:00
50
95
50
50
18
49
35
96
58
58
7
14
50
50
89
50
50
50
50
41
77
54
44
54
72
-0.03925
ZNHYY
2010-01-08T00:00:00
50
92
50
50
8
88
90
53
56
56
15
14
50
50
90
50
50
50
50
92
81
40
21
43
50
0.055723
ZNHYY
2010-01-15T00:00:00
50
92
50
50
2
82
83
13
60
60
32
13
50
50
84
50
50
50
50
86
85
46
10
36
64
0.108144
ZNHYY
2010-01-22T00:00:00
50
95
50
50
45
79
75
29
55
55
1
13
50
50
86
50
50
50
50
80
83
44
10
35
63
-0.041024
ZNHYY
2010-01-29T00:00:00
50
94
50
50
34
84
86
59
56
56
5
13
50
50
85
50
50
50
50
88
79
39
6
29
62
-0.060692
ZNHYY
2010-02-05T00:00:00
50
91
50
50
3
78
68
25
53
53
27
13
50
50
81
50
50
50
50
76
83
59
5
26
72
0.033878
ZNHYY
2010-02-12T00:00:00
50
93
50
50
19
54
27
24
51
51
10
13
50
50
80
50
50
50
50
39
84
57
3
32
54
0.031552
ZNHYY
2010-02-19T00:00:00
50
92
50
50
3
52
18
29
49
49
25
13
50
50
76
50
50
50
50
32
79
57
3
29
52
0.024758
ZNHYY
2010-02-26T00:00:00
50
88
50
50
1
36
10
41
45
45
31
17
50
50
75
50
50
50
50
18
78
58
2
29
59
0
ZNHYY
2010-03-05T00:00:00
50
89
50
50
1
48
27
75
41
41
5
18
50
50
74
50
50
50
50
35
82
52
3
33
41
0
ZNHYY
2010-03-12T00:00:00
50
93
50
50
1
80
81
3
65
65
14
12
50
50
70
50
50
50
50
85
76
39
2
33
46
0.216797
ZNHYY
2010-03-19T00:00:00
50
92
50
50
1
79
75
5
64
64
4
12
50
50
52
50
50
50
50
82
76
38
2
32
42
0.031936
ZNHYY
2010-03-26T00:00:00
50
94
50
50
1
64
56
38
65
65
5
12
50
50
41
50
50
50
50
63
74
37
2
21
41
-0.042146
ZNHYY
2010-04-02T00:00:00
50
93
50
50
1
75
80
12
64
64
2
12
50
50
21
50
50
50
50
82
76
33
2
20
43
0.057126
ZNHYY
2010-04-09T00:00:00
50
92
50
50
1
78
82
8
63
63
9
12
50
50
19
50
50
50
50
84
69
49
2
27
35
0.088976
ZNHYY
2010-04-16T00:00:00
50
90
50
50
1
78
79
35
64
64
46
12
50
50
28
50
50
50
50
82
69
48
2
32
32
-0.023542
ZNHYY
2010-04-23T00:00:00
50
92
50
50
1
78
64
11
65
65
24
12
50
50
10
50
50
50
50
74
73
40
2
16
44
0.098662
ZNHYY
2010-04-30T00:00:00
50
91
50
50
1
64
36
38
65
65
39
12
50
50
15
50
50
50
50
49
71
45
1
18
33
-0.03636
ZNHYY
2010-05-07T00:00:00
50
91
50
50
1
94
96
43
64
64
20
12
50
50
19
50
50
50
50
97
64
44
1
20
34
-0.084974
ZNHYY
2010-05-14T00:00:00
50
92
50
50
1
96
96
87
62
62
6
12
50
50
44
50
50
50
50
98
65
23
1
21
40
-0.027523
ZNHYY
2010-05-21T00:00:00
50
93
50
50
1
91
84
91
59
59
5
13
50
50
35
50
50
50
50
91
59
21
3
32
41
-0.110949
ZNHYY
2010-05-28T00:00:00
50
92
50
50
1
93
94
41
61
61
20
12
50
50
18
50
50
50
50
96
53
22
3
37
39
0.081504
ZNHYY
2010-06-04T00:00:00
50
93
50
50
1
94
95
56
60
60
12
13
50
50
29
50
50
50
50
97
54
21
3
37
38
-0.039977
ZNHYY
2010-06-11T00:00:00
50
92
50
50
1
92
87
15
62
62
7
12
50
50
44
50
50
50
50
92
49
21
4
36
40
0.063224
ZNHYY
2010-06-18T00:00:00
50
93
50
50
1
95
92
40
57
57
1
12
50
50
47
50
50
50
50
96
50
20
4
35
39
0.019378
ZNHYY
2010-06-25T00:00:00
50
90
50
50
1
93
83
12
55
55
25
12
50
50
34
50
50
50
50
91
45
17
4
42
41
0.014546
ZNHYY
2010-07-02T00:00:00
50
92
50
50
1
94
74
72
59
59
7
12
50
50
39
50
50
50
50
88
43
13
3
49
44
-0.124092
ZNHYY
2010-07-09T00:00:00
50
92
50
50
1
85
36
51
59
59
11
12
50
50
53
50
50
50
50
63
43
13
3
49
44
0.05966
ZNHYY
2010-07-16T00:00:00
50
92
50
50
1
70
20
53
58
58
19
12
50
50
56
50
50
50
50
43
43
14
3
50
46
-0.014541
ZNHYY
2010-07-23T00:00:00
50
91
50
50
1
84
51
12
61
61
2
12
50
50
36
50
50
50
50
70
40
24
7
64
78
0.105238
ZNHYY
2010-07-30T00:00:00
50
92
50
50
1
81
45
8
58
58
1
11
50
50
28
50
50
50
50
66
36
25
7
68
70
0.04866
ZNHYY
2010-08-06T00:00:00
50
91
50
50
1
89
75
11
55
55
16
11
50
50
34
50
50
50
50
85
36
23
7
68
69
0.038241
ZNHYY
2010-08-13T00:00:00
50
90
50
50
1
88
69
18
53
53
19
11
50
50
45
50
50
50
50
82
40
23
7
64
69
-0.032475
ZNHYY
2010-08-20T00:00:00
50
90
50
50
1
93
86
27
51
51
16
11
50
50
47
50
50
50
50
93
39
23
8
65
70
-0.000418
ZNHYY
2010-08-27T00:00:00
50
91
50
50
1
79
42
65
52
52
2
12
50
50
55
50
50
50
50
62
24
10
4
76
57
-0.03762
ZNHYY
2010-09-03T00:00:00
50
91
50
50
1
84
52
28
53
53
11
12
50
50
52
50
50
50
50
71
25
8
4
77
55
0.065055
ZNHYY
2010-09-10T00:00:00
50
92
50
50
1
84
56
35
47
47
3
12
50
50
70
50
50
50
50
73
24
5
7
79
47
0.000408
ZNHYY
2010-09-17T00:00:00
50
92
50
50
1
91
83
21
45
45
1
11
50
50
65
50
50
50
50
91
24
4
6
78
48
0.039496
ZNHYY
2010-09-24T00:00:00
50
89
50
50
1
95
93
7
50
50
19
11
50
50
63
50
50
50
50
96
23
5
8
85
40
0.095948
ZNHYY
2010-10-01T00:00:00
50
90
50
50
1
96
91
15
47
47
12
11
50
50
57
50
50
50
50
96
24
5
8
86
45
0.018925
ZNHYY
2010-10-08T00:00:00
50
90
50
50
1
95
91
9
46
46
8
11
50
50
64
50
50
50
50
96
23
5
14
89
51
0.052248
ZNHYY
2010-10-15T00:00:00
50
88
50
50
1
95
86
2
65
65
4
10
50
50
29
50
50
50
50
93
34
10
26
94
51
0.174139
ZNHYY
2010-10-22T00:00:00
50
87
50
50
1
91
62
2
64
64
21
9
50
50
32
50
50
50
50
79
35
11
27
93
49
0.058428
ZNHYY
2010-10-29T00:00:00
50
89
50
50
1
93
82
59
72
72
9
10
50
50
53
50
50
50
50
91
32
11
27
88
19
-0.094381
ZNHYY
2010-11-05T00:00:00
50
90
50
50
1
93
77
63
68
68
1
10
50
50
44
50
50
50
50
89
31
11
26
89
31
0.025832
ZNHYY
2010-11-12T00:00:00
50
88
50
50
2
94
84
65
67
67
18
10
50
50
23
50
50
50
50
92
26
13
28
92
34
-0.023479
ZNHYY
2010-11-19T00:00:00
50
90
50
50
35
97
95
46
66
66
2
10
50
50
31
50
50
50
50
98
24
21
45
96
32
0.004046
ZNHYY
2010-11-26T00:00:00
50
88
50
50
1
95
93
53
65
65
23
10
50
50
36
50
50
50
50
96
25
22
46
96
32
0.002588
ZNHYY
2010-12-03T00:00:00
50
89
50
50
34
97
94
43
63
63
3
10
50
50
33
50
50
50
50
98
21
21
49
97
35
0.035713
ZNHYY
2010-12-10T00:00:00
50
92
50
50
32
99
99
98
74
74
3
11
50
50
72
50
50
50
50
100
43
44
64
93
55
-0.158149
ZNHYY
2010-12-17T00:00:00
50
90
50
50
1
100
99
97
74
74
19
12
50
50
86
50
50
50
50
100
46
49
61
88
63
-0.039273
ZNHYY
2010-12-24T00:00:00
50
91
50
50
9
97
81
93
69
69
10
12
50
50
92
50
50
50
50
92
45
48
60
87
69
0.004096
ZNHYY
2010-12-31T00:00:00
50
91
50
50
4
96
70
41
69
69
15
11
50
50
89
50
50
50
50
86
46
55
55
86
75
0.044169
ZNHYY
2011-01-07T00:00:00
50
92
50
50
38
96
64
47
65
65
2
11
50
50
89
50
50
50
50
83
47
55
54
87
75
0.009487
ZNHYY
2011-01-14T00:00:00
50
91
50
50
1
95
64
79
63
63
39
12
50
50
88
50
50
50
50
83
43
50
62
90
76
-0.014926
ZNHYY
2011-01-21T00:00:00
50
92
50
50
1
94
58
98
69
69
42
12
50
50
97
50
50
50
50
79
38
58
96
92
79
-0.127203
ZNHYY
2011-01-28T00:00:00
50
93
50
50
10
94
62
95
68
68
17
12
50
50
98
50
50
50
50
81
43
58
90
90
77
-0.026834
ZNHYY
2011-02-04T00:00:00
50
93
50
50
27
63
13
89
66
66
6
13
50
50
98
50
50
50
50
36
43
48
91
86
73
0.008545
ZNHYY
2011-02-11T00:00:00
50
93
50
50
5
53
10
94
64
64
22
13
50
50
98
50
50
50
50
29
45
50
91
90
71
-0.03424
ZNHYY
2011-02-18T00:00:00
50
94
50
50
38
51
10
65
60
60
2
13
50
50
98
50
50
50
50
28
46
44
91
90
65
0.029078