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
2016-11-25T00:00:00
50
91
50
50
30
14
10
49
39
39
4
22
50
50
43
50
50
50
50
9
64
46
24
19
67
0.029614
ZNHYY
2016-12-02T00:00:00
50
90
50
50
13
16
23
39
36
36
10
22
50
50
36
50
50
50
50
15
63
43
22
18
68
-0.004522
ZNHYY
2016-12-09T00:00:00
50
90
50
50
2
20
28
81
35
35
31
23
50
50
53
50
50
50
50
20
66
53
22
15
76
-0.01879
ZNHYY
2016-12-16T00:00:00
50
91
50
50
4
25
61
93
40
40
19
24
50
50
46
50
50
50
50
40
60
61
23
26
71
-0.068487
ZNHYY
2016-12-23T00:00:00
50
91
50
50
5
20
34
85
40
40
16
24
50
50
40
50
50
50
50
24
60
62
23
26
70
-0.000398
ZNHYY
2016-12-30T00:00:00
50
90
50
50
2
26
52
86
38
38
27
24
50
50
43
50
50
50
50
37
56
63
23
32
55
-0.020168
ZNHYY
2017-01-06T00:00:00
50
91
50
50
2
17
29
29
44
44
44
24
50
50
57
50
50
50
50
20
52
59
28
34
59
0.05639
ZNHYY
2017-01-13T00:00:00
50
91
50
50
26
18
30
25
45
45
7
23
50
50
59
50
50
50
50
21
39
49
28
52
63
0.025018
ZNHYY
2017-01-20T00:00:00
50
90
50
50
2
21
41
10
48
48
50
23
50
50
52
50
50
50
50
29
37
54
28
50
46
0.035205
ZNHYY
2017-01-27T00:00:00
50
91
50
50
14
25
47
27
47
47
14
23
50
50
56
50
50
50
50
34
38
53
29
51
46
0.001412
ZNHYY
2017-02-03T00:00:00
50
90
50
50
4
18
23
62
46
46
30
23
50
50
67
50
50
50
50
18
38
45
27
54
53
-0.02047
ZNHYY
2017-02-10T00:00:00
50
90
50
50
5
13
11
12
52
52
24
23
50
50
49
50
50
50
50
10
37
46
30
48
53
0.061549
ZNHYY
2017-02-17T00:00:00
50
89
50
50
2
14
13
7
54
54
41
22
50
50
32
50
50
50
50
11
34
55
28
47
67
0.05099
ZNHYY
2017-02-24T00:00:00
50
89
50
50
27
14
12
3
50
50
5
21
50
50
23
50
50
50
50
11
50
62
28
26
30
0.051991
ZNHYY
2017-03-03T00:00:00
50
90
50
50
34
15
37
51
54
54
3
22
50
50
18
50
50
50
50
20
42
58
25
25
20
-0.046087
ZNHYY
2017-03-10T00:00:00
50
90
50
50
13
17
58
51
52
52
10
22
50
50
19
50
50
50
50
33
32
58
9
26
22
-0.01583
ZNHYY
2017-03-17T00:00:00
50
89
50
50
10
29
81
8
57
57
12
21
50
50
11
50
50
50
50
57
38
60
8
24
24
0.08605
ZNHYY
2017-03-24T00:00:00
50
88
50
50
2
28
76
3
56
56
30
20
50
50
8
50
50
50
50
53
52
64
18
14
59
0.038444
ZNHYY
2017-03-31T00:00:00
50
90
50
50
18
23
49
66
59
59
7
21
50
50
9
50
50
50
50
32
53
65
22
16
88
-0.05354
ZNHYY
2017-04-07T00:00:00
50
89
50
50
20
46
84
4
63
63
7
20
50
50
6
50
50
50
50
69
81
71
27
15
92
0.095338
ZNHYY
2017-04-14T00:00:00
50
89
50
50
16
55
89
50
64
64
11
20
50
50
6
50
50
50
50
76
80
68
32
17
95
-0.041184
ZNHYY
2017-04-21T00:00:00
50
89
50
50
3
72
96
72
64
64
38
21
50
50
10
50
50
50
50
88
80
61
33
24
98
-0.040383
ZNHYY
2017-04-28T00:00:00
50
91
50
50
8
57
79
90
62
62
20
21
50
50
12
50
50
50
50
71
80
61
33
23
96
-0.024452
ZNHYY
2017-05-05T00:00:00
50
91
50
50
23
55
69
49
60
60
5
21
50
50
8
50
50
50
50
65
78
65
31
19
97
0.031514
ZNHYY
2017-05-12T00:00:00
50
90
50
50
6
72
93
16
58
58
15
21
50
50
8
50
50
50
50
86
69
73
38
16
99
0.03114
ZNHYY
2017-05-19T00:00:00
50
89
50
50
2
78
97
16
57
57
27
20
50
50
9
50
50
50
50
91
60
74
54
14
99
0.021284
ZNHYY
2017-05-26T00:00:00
50
90
50
50
9
65
69
8
55
55
13
20
50
50
13
50
50
50
50
72
54
77
44
14
99
0.046736
ZNHYY
2017-06-02T00:00:00
50
88
50
50
2
79
97
3
57
57
27
19
50
50
7
50
50
50
50
92
18
80
48
16
99
0.065373
ZNHYY
2017-06-09T00:00:00
50
88
50
50
2
77
89
5
53
53
25
18
50
50
6
50
50
50
50
88
20
82
47
16
99
0.03105
ZNHYY
2017-06-16T00:00:00
50
89
50
50
35
60
45
9
49
49
1
18
50
50
11
50
50
50
50
53
19
81
46
17
99
0.006135
ZNHYY
2017-06-23T00:00:00
50
89
50
50
10
46
26
21
45
45
11
18
50
50
17
50
50
50
50
33
20
82
44
17
99
0.006581
ZNHYY
2017-06-30T00:00:00
50
89
50
50
10
62
46
17
39
39
11
18
50
50
8
50
50
50
50
55
19
79
43
17
99
0.019134
ZNHYY
2017-07-07T00:00:00
50
88
50
50
3
74
82
57
41
41
21
18
50
50
14
50
50
50
50
81
21
80
42
20
100
-0.020062
ZNHYY
2017-07-14T00:00:00
50
89
50
50
6
79
82
83
43
43
17
19
50
50
12
50
50
50
50
84
13
79
45
19
99
-0.021181
ZNHYY
2017-07-21T00:00:00
50
89
50
50
4
83
92
51
42
42
21
19
50
50
12
50
50
50
50
90
5
67
77
30
99
0.019393
ZNHYY
2017-07-28T00:00:00
50
89
50
50
19
88
97
86
47
47
7
19
50
50
10
50
50
50
50
95
4
66
64
21
98
-0.041011
ZNHYY
2017-08-04T00:00:00
50
90
50
50
27
90
98
78
45
45
3
19
50
50
15
50
50
50
50
96
3
64
65
23
98
-0.018305
ZNHYY
2017-08-11T00:00:00
50
89
50
50
21
93
98
73
37
37
5
19
50
50
14
50
50
50
50
98
4
65
67
23
98
-0.025696
ZNHYY
2017-08-18T00:00:00
50
89
50
50
4
92
93
60
35
35
16
19
50
50
18
50
50
50
50
95
3
41
66
32
98
-0.001629
ZNHYY
2017-08-25T00:00:00
50
89
50
50
14
94
94
46
35
35
8
19
50
50
35
50
50
50
50
96
3
25
80
14
97
0.013748
ZNHYY
2017-09-01T00:00:00
50
89
50
50
22
92
77
30
39
39
4
19
50
50
37
50
50
50
50
89
2
20
76
18
97
0.033535
ZNHYY
2017-09-08T00:00:00
50
88
50
50
22
90
45
18
36
36
6
19
50
50
47
50
50
50
50
71
3
13
86
18
97
0.016474
ZNHYY
2017-09-15T00:00:00
50
89
50
50
33
91
58
64
34
34
2
19
50
50
64
50
50
50
50
79
4
31
86
12
98
-0.015948
ZNHYY
2017-09-22T00:00:00
50
90
50
50
11
82
26
95
40
40
9
21
50
50
82
50
50
50
50
55
8
43
88
13
98
-0.057671
ZNHYY
2017-09-29T00:00:00
50
90
50
50
9
77
31
98
44
44
11
21
50
50
84
50
50
50
50
54
7
51
84
9
96
-0.061173
ZNHYY
2017-10-06T00:00:00
50
89
50
50
1
73
36
80
46
46
36
21
50
50
89
50
50
50
50
54
7
51
81
12
93
0.030252
ZNHYY
2017-10-13T00:00:00
50
90
50
50
5
75
41
56
46
46
22
21
50
50
89
50
50
50
50
58
7
55
84
10
94
0.013553
ZNHYY
2017-10-20T00:00:00
50
90
50
50
10
76
46
77
46
46
14
21
50
50
87
50
50
50
50
63
8
64
77
11
95
-0.027029
ZNHYY
2017-10-27T00:00:00
50
90
50
50
18
81
65
19
50
50
7
21
50
50
82
50
50
50
50
76
11
57
77
12
95
0.055295
ZNHYY
2017-11-03T00:00:00
50
88
50
50
1
85
79
10
50
50
39
20
50
50
81
50
50
50
50
85
13
41
84
11
98
0.048557
ZNHYY
2017-11-10T00:00:00
50
89
50
50
5
75
46
25
47
47
18
20
50
50
90
50
50
50
50
63
17
41
80
13
98
-0.01786
ZNHYY
2017-11-17T00:00:00
50
88
50
50
7
50
10
4
57
57
13
19
50
50
85
50
50
50
50
25
29
72
81
12
98
0.109352
ZNHYY
2017-11-24T00:00:00
50
86
50
50
5
33
4
2
64
64
15
18
50
50
66
50
50
50
50
14
34
45
87
10
99
0.140028
ZNHYY
2017-12-01T00:00:00
50
87
50
50
12
39
7
48
68
68
8
19
50
50
87
50
50
50
50
18
22
56
90
9
96
-0.086572
ZNHYY
2017-12-08T00:00:00
50
87
50
50
9
42
15
7
66
66
10
18
50
50
89
50
50
50
50
24
22
60
79
10
95
0.060674
ZNHYY
2017-12-15T00:00:00
50
86
50
50
5
37
13
13
65
65
15
18
50
50
88
50
50
50
50
21
20
47
80
13
84
0.035063
ZNHYY
2017-12-22T00:00:00
50
85
50
50
3
53
57
3
65
65
17
17
50
50
72
50
50
50
50
56
33
55
63
24
80
0.098685
ZNHYY
2017-12-29T00:00:00
50
85
50
50
8
71
78
21
66
66
12
17
50
50
69
50
50
50
50
78
34
74
66
11
52
-0.020051
ZNHYY
2018-01-05T00:00:00
50
83
50
50
4
70
75
4
68
68
20
16
50
50
42
50
50
50
50
76
35
66
82
28
49
0.119264
ZNHYY
2018-01-12T00:00:00
50
83
50
50
1
90
94
19
68
68
47
16
50
50
32
50
50
50
50
94
34
63
84
30
45
0.006046
ZNHYY
2018-01-19T00:00:00
50
83
50
50
1
96
98
43
69
69
42
16
50
50
28
50
50
50
50
98
34
64
83
28
53
-0.02383
ZNHYY
2018-01-26T00:00:00
50
82
50
50
15
88
86
11
68
68
10
16
50
50
16
50
50
50
50
90
35
68
79
33
73
0.07093
ZNHYY
2018-02-02T00:00:00
50
82
50
50
31
94
95
4
64
64
2
15
50
50
14
50
50
50
50
97
57
87
80
43
82
0.037873
ZNHYY
2018-02-09T00:00:00
50
82
50
50
4
94
95
63
70
70
27
16
50
50
21
50
50
50
50
97
22
69
71
68
79
-0.123046
ZNHYY
2018-02-16T00:00:00
50
79
50
50
1
97
98
11
71
71
48
15
50
50
13
50
50
50
50
99
20
61
69
72
55
0.105367
ZNHYY
2018-02-23T00:00:00
50
77
50
50
7
96
95
4
71
71
16
15
50
50
14
50
50
50
50
97
17
64
65
78
54
0.09011
ZNHYY
2018-03-02T00:00:00
50
79
50
50
3
98
98
30
71
71
23
15
50
50
11
50
50
50
50
99
16
66
64
80
53
-0.043346
ZNHYY
2018-03-09T00:00:00
50
80
50
50
21
97
95
62
70
70
6
15
50
50
19
50
50
50
50
98
14
48
56
82
41
-0.004534
ZNHYY
2018-03-16T00:00:00
50
80
50
50
33
96
85
55
67
67
1
15
50
50
17
50
50
50
50
93
14
50
57
80
41
0.009416
ZNHYY
2018-03-23T00:00:00
50
81
50
50
1
98
95
95
76
76
36
16
50
50
45
50
50
50
50
98
10
27
63
84
40
-0.152545
ZNHYY
2018-03-30T00:00:00
50
83
50
50
14
99
98
95
75
75
9
17
50
50
33
50
50
50
50
99
9
19
72
87
30
-0.034319
ZNHYY
2018-04-06T00:00:00
50
84
50
50
20
97
67
95
74
74
6
17
50
50
50
50
50
50
50
87
9
16
77
93
38
-0.042747
ZNHYY
2018-04-13T00:00:00
50
84
50
50
2
97
92
91
73
73
47
17
50
50
55
50
50
50
50
97
9
17
69
90
34
0.000794
ZNHYY
2018-04-20T00:00:00
50
86
50
50
13
99
98
98
72
72
13
18
50
50
77
50
50
50
50
100
11
23
77
83
45
-0.077751
ZNHYY
2018-04-27T00:00:00
50
87
50
50
3
98
91
20
77
77
34
17
50
50
80
50
50
50
50
97
13
43
51
78
49
0.133129
ZNHYY
2018-05-04T00:00:00
50
87
50
50
18
97
71
8
77
77
8
16
50
50
68
50
50
50
50
88
11
49
56
74
50
0.070781
ZNHYY
2018-05-11T00:00:00
50
87
50
50
1
97
71
65
76
76
29
17
50
50
78
50
50
50
50
88
14
63
41
80
58
-0.067338
ZNHYY
2018-05-18T00:00:00
50
87
50
50
2
83
21
80
75
75
24
17
50
50
84
50
50
50
50
52
15
64
38
80
58
-0.01635
ZNHYY
2018-05-25T00:00:00
50
88
50
50
10
75
15
82
74
74
10
17
50
50
93
50
50
50
50
42
13
57
31
84
50
-0.011589
ZNHYY
2018-06-01T00:00:00
50
87
50
50
1
68
9
71
70
70
25
17
50
50
85
50
50
50
50
35
10
49
28
82
51
-0.005091
ZNHYY
2018-06-08T00:00:00
50
87
50
50
4
64
9
15
71
71
16
17
50
50
85
50
50
50
50
32
8
46
27
81
60
0.074661
ZNHYY
2018-06-15T00:00:00
50
86
50
50
1
45
4
21
70
70
27
16
50
50
86
50
50
50
50
21
8
46
28
82
61
0.027782
ZNHYY
2018-06-22T00:00:00
50
90
50
50
33
77
49
93
74
74
2
17
50
50
94
50
50
50
50
66
8
30
42
83
58
-0.110039
ZNHYY
2018-06-29T00:00:00
50
91
50
50
35
90
82
99
81
81
1
20
50
50
96
50
50
50
50
90
9
15
44
85
56
-0.198348
ZNHYY
2018-07-06T00:00:00
50
91
50
50
11
68
30
99
79
79
10
21
50
50
97
50
50
50
50
49
12
18
38
84
56
-0.067544
ZNHYY
2018-07-13T00:00:00
50
91
50
50
13
61
23
96
78
78
10
21
50
50
97
50
50
50
50
41
14
23
37
87
56
-0.017904
ZNHYY
2018-07-20T00:00:00
50
92
50
50
2
59
22
97
78
78
25
23
50
50
96
50
50
50
50
38
17
23
40
87
51
-0.048325
ZNHYY
2018-07-27T00:00:00
50
92
50
50
39
58
26
68
77
77
1
22
50
50
98
50
50
50
50
40
14
16
41
92
50
0.012761
ZNHYY
2018-08-03T00:00:00
50
92
50
50
4
75
67
92
75
75
22
23
50
50
98
50
50
50
50
74
14
23
33
97
43
-0.057322
ZNHYY
2018-08-10T00:00:00
50
91
50
50
2
81
67
67
74
74
30
23
50
50
97
50
50
50
50
78
14
16
27
98
44
0.016715
ZNHYY
2018-08-17T00:00:00
50
92
50
50
2
51
10
89
71
71
25
23
50
50
97
50
50
50
50
27
13
14
39
97
37
-0.058297
ZNHYY
2018-08-24T00:00:00
50
92
50
50
28
27
3
16
77
77
5
22
50
50
97
50
50
50
50
12
12
13
30
97
40
0.10414
ZNHYY
2018-08-31T00:00:00
50
92
50
50
25
19
2
80
75
75
6
23
50
50
98
50
50
50
50
8
11
14
36
95
38
-0.042261
ZNHYY
2018-09-07T00:00:00
50
92
50
50
17
17
2
86
71
71
8
24
50
50
98
50
50
50
50
7
11
13
39
94
37
-0.057054
ZNHYY
2018-09-14T00:00:00
50
92
50
50
2
15
2
92
69
69
32
24
50
50
98
50
50
50
50
7
12
15
20
92
47
-0.035049
ZNHYY
2018-09-21T00:00:00
50
92
50
50
2
15
7
10
76
76
30
23
50
50
97
50
50
50
50
9
13
22
29
96
55
0.129711
ZNHYY
2018-09-28T00:00:00
50
91
50
50
2
11
6
59
76
76
34
23
50
50
97
50
50
50
50
7
13
24
30
97
55
-0.063978
ZNHYY
2018-10-05T00:00:00
50
93
50
50
33
14
12
89
77
77
3
24
50
50
96
50
50
50
50
11
13
23
33
95
39
-0.089894
ZNHYY
2018-10-12T00:00:00
50
93
50
50
32
11
9
84
75
75
5
24
50
50
94
50
50
50
50
8
13
15
36
84
29
-0.046961
ZNHYY
2018-10-19T00:00:00
50
93
50
50
20
14
48
90
74
74
10
25
50
50
93
50
50
50
50
28
9
16
36
84
30
-0.051456