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
2005-05-27T00:00:00
50
97
50
50
31
17
18
70
48
48
3
16
50
50
47
50
50
50
50
15
5
70
10
41
66
-0.01129
ZNHYY
2005-06-03T00:00:00
50
96
50
50
11
22
35
80
47
47
9
17
50
50
45
50
50
50
50
26
4
71
11
42
60
-0.018556
ZNHYY
2005-06-10T00:00:00
50
97
50
50
22
22
34
45
46
46
5
16
50
50
36
50
50
50
50
25
4
61
10
30
62
0.02753
ZNHYY
2005-06-17T00:00:00
50
96
50
50
2
15
15
67
45
45
19
17
50
50
50
50
50
50
50
13
6
57
13
26
67
-0.001921
ZNHYY
2005-06-24T00:00:00
50
97
50
50
31
36
78
58
43
43
2
16
50
50
43
50
50
50
50
58
6
57
13
27
67
-0.012358
ZNHYY
2005-07-01T00:00:00
50
95
50
50
2
28
54
65
40
40
25
17
50
50
37
50
50
50
50
39
6
59
13
27
61
0.005949
ZNHYY
2005-07-08T00:00:00
50
98
50
50
3
40
80
99
62
62
16
19
50
50
68
50
50
50
50
61
11
81
9
35
76
-0.156811
ZNHYY
2005-07-15T00:00:00
50
99
50
50
37
30
55
95
61
61
1
19
50
50
62
50
50
50
50
40
11
84
7
33
76
-0.005079
ZNHYY
2005-07-22T00:00:00
50
96
50
50
22
26
37
32
71
71
5
18
50
50
36
50
50
50
50
28
26
90
9
73
86
0.151434
ZNHYY
2005-07-29T00:00:00
50
95
50
50
1
21
30
76
72
72
30
19
50
50
71
50
50
50
50
21
26
93
18
66
83
-0.070087
ZNHYY
2005-08-05T00:00:00
50
96
50
50
8
27
44
72
71
71
10
19
50
50
70
50
50
50
50
33
25
93
19
70
83
-0.023383
ZNHYY
2005-08-12T00:00:00
50
96
50
50
2
25
34
60
68
68
16
19
50
50
67
50
50
50
50
26
32
93
16
64
76
0.017085
ZNHYY
2005-08-19T00:00:00
50
96
50
50
2
26
35
46
67
67
16
19
50
50
55
50
50
50
50
27
32
93
16
64
81
-0.011427
ZNHYY
2005-08-26T00:00:00
50
99
50
50
27
26
35
83
67
67
3
19
50
50
70
50
50
50
50
27
28
94
17
57
82
-0.049474
ZNHYY
2005-09-02T00:00:00
50
98
50
50
11
9
3
87
65
65
9
19
50
50
68
50
50
50
50
4
23
93
17
57
83
-0.007905
ZNHYY
2005-09-09T00:00:00
50
99
50
50
41
8
4
79
63
63
1
19
50
50
72
50
50
50
50
4
17
92
19
54
83
0.007968
ZNHYY
2005-09-16T00:00:00
50
96
50
50
6
15
48
45
58
58
13
19
50
50
59
50
50
50
50
28
19
94
18
55
84
0.012039
ZNHYY
2005-09-23T00:00:00
50
98
50
50
8
9
11
42
56
56
11
19
50
50
54
50
50
50
50
7
20
95
15
55
84
-0.00769
ZNHYY
2005-09-30T00:00:00
50
96
50
50
12
9
15
37
44
44
10
19
50
50
57
50
50
50
50
9
21
95
13
55
85
0.020586
ZNHYY
2005-10-07T00:00:00
50
96
50
50
2
12
26
16
37
37
30
19
50
50
49
50
50
50
50
16
35
92
10
42
90
0.008424
ZNHYY
2005-10-14T00:00:00
50
99
50
50
39
13
36
45
37
37
1
19
50
50
52
50
50
50
50
21
33
93
10
41
91
-0.03118
ZNHYY
2005-10-21T00:00:00
50
99
50
50
42
10
17
77
39
39
1
19
50
50
61
50
50
50
50
10
23
94
13
39
89
-0.047729
ZNHYY
2005-10-28T00:00:00
50
97
50
50
5
10
12
90
39
39
19
20
50
50
67
50
50
50
50
9
29
95
11
34
85
-0.050249
ZNHYY
2005-11-04T00:00:00
50
98
50
50
5
10
15
73
38
38
19
20
50
50
45
50
50
50
50
10
29
93
11
34
85
0.029274
ZNHYY
2005-11-11T00:00:00
50
96
50
50
8
12
31
12
55
55
11
19
50
50
27
50
50
50
50
18
10
84
13
17
95
0.103327
ZNHYY
2005-11-18T00:00:00
50
96
50
50
3
15
40
21
53
53
15
19
50
50
25
50
50
50
50
25
10
83
13
17
96
0.008395
ZNHYY
2005-11-25T00:00:00
50
96
50
50
2
17
48
42
51
51
18
19
50
50
25
50
50
50
50
31
12
88
14
17
96
-0.001407
ZNHYY
2005-12-02T00:00:00
50
96
50
50
9
21
70
11
54
54
9
18
50
50
19
50
50
50
50
44
8
81
16
17
96
0.064819
ZNHYY
2005-12-09T00:00:00
50
96
50
50
2
20
56
73
58
58
18
19
50
50
20
50
50
50
50
35
7
90
12
16
91
-0.058227
ZNHYY
2005-12-16T00:00:00
50
98
50
50
17
16
32
76
58
58
6
19
50
50
20
50
50
50
50
20
10
89
17
17
91
-0.031616
ZNHYY
2005-12-23T00:00:00
50
98
50
50
25
13
17
82
57
57
4
20
50
50
27
50
50
50
50
12
10
92
16
17
92
-0.006409
ZNHYY
2005-12-30T00:00:00
50
95
50
50
2
13
19
42
55
55
26
19
50
50
23
50
50
50
50
13
16
93
25
21
84
0.014969
ZNHYY
2006-01-06T00:00:00
50
96
50
50
10
27
75
23
52
52
11
19
50
50
14
50
50
50
50
51
26
72
38
29
73
0.054197
ZNHYY
2006-01-13T00:00:00
50
96
50
50
4
29
72
42
51
51
21
19
50
50
17
50
50
50
50
50
27
73
46
29
77
0.004663
ZNHYY
2006-01-20T00:00:00
50
96
50
50
9
27
61
86
51
51
15
20
50
50
29
50
50
50
50
43
17
74
47
37
81
-0.053776
ZNHYY
2006-01-27T00:00:00
50
96
50
50
2
43
87
56
49
49
35
20
50
50
18
50
50
50
50
68
17
75
38
40
79
0.035774
ZNHYY
2006-02-03T00:00:00
50
97
50
50
27
26
48
76
48
48
4
20
50
50
21
50
50
50
50
34
17
74
38
37
80
-0.025066
ZNHYY
2006-02-10T00:00:00
50
96
50
50
10
21
34
32
44
44
13
19
50
50
21
50
50
50
50
24
19
76
38
33
78
0.021564
ZNHYY
2006-02-17T00:00:00
50
96
50
50
7
20
26
11
48
48
18
19
50
50
16
50
50
50
50
20
20
82
38
37
75
0.072837
ZNHYY
2006-02-24T00:00:00
50
96
50
50
5
26
45
45
47
47
20
19
50
50
16
50
50
50
50
32
20
81
34
37
78
-0.022162
ZNHYY
2006-03-03T00:00:00
50
97
50
50
8
34
71
29
45
45
15
19
50
50
17
50
50
50
50
53
21
82
36
39
77
0.012161
ZNHYY
2006-03-10T00:00:00
50
97
50
50
34
34
57
69
45
45
1
19
50
50
21
50
50
50
50
45
20
81
36
43
73
-0.03124
ZNHYY
2006-03-17T00:00:00
50
97
50
50
10
19
20
39
43
43
10
20
50
50
20
50
50
50
50
15
10
64
49
29
60
0.028414
ZNHYY
2006-03-24T00:00:00
50
96
50
50
4
25
42
85
45
45
17
20
50
50
22
50
50
50
50
31
13
66
50
32
61
-0.037277
ZNHYY
2006-03-31T00:00:00
50
96
50
50
2
20
30
96
44
44
20
20
50
50
33
50
50
50
50
21
12
58
63
2
42
-0.038151
ZNHYY
2006-04-07T00:00:00
50
96
50
50
4
28
57
62
43
43
17
20
50
50
27
50
50
50
50
41
8
37
53
3
56
0.020128
ZNHYY
2006-04-14T00:00:00
50
96
50
50
4
46
84
69
42
42
20
20
50
50
31
50
50
50
50
68
8
38
54
3
53
-0.012303
ZNHYY
2006-04-21T00:00:00
50
97
50
50
3
38
63
93
43
43
29
21
50
50
39
50
50
50
50
51
10
31
55
3
65
-0.050999
ZNHYY
2006-04-28T00:00:00
50
98
50
50
9
42
70
94
37
37
14
22
50
50
31
50
50
50
50
57
12
33
52
2
46
-0.034918
ZNHYY
2006-05-05T00:00:00
50
98
50
50
10
34
47
83
36
36
15
22
50
50
38
50
50
50
50
38
13
36
55
2
48
0.0068
ZNHYY
2006-05-12T00:00:00
50
98
50
50
3
45
56
71
32
32
18
22
50
50
38
50
50
50
50
51
14
41
56
2
46
-0.035173
ZNHYY
2006-05-19T00:00:00
50
97
50
50
1
32
27
40
31
31
28
21
50
50
37
50
50
50
50
26
27
56
56
2
49
0.006208
ZNHYY
2006-05-26T00:00:00
50
99
50
50
34
16
10
79
30
30
2
22
50
50
44
50
50
50
50
10
25
40
53
2
49
-0.035574
ZNHYY
2006-06-02T00:00:00
50
98
50
50
15
26
28
80
28
28
7
22
50
50
55
50
50
50
50
24
25
37
50
2
50
-0.007894
ZNHYY
2006-06-09T00:00:00
50
97
50
50
1
24
25
86
34
34
27
22
50
50
57
50
50
50
50
20
20
37
49
5
61
-0.072575
ZNHYY
2006-06-16T00:00:00
50
97
50
50
2
12
7
73
31
31
20
22
50
50
60
50
50
50
50
7
17
44
49
8
59
-0.013905
ZNHYY
2006-06-23T00:00:00
50
97
50
50
4
9
6
76
29
29
14
22
50
50
52
50
50
50
50
6
17
47
49
8
60
-0.013201
ZNHYY
2006-06-30T00:00:00
50
97
50
50
10
12
10
68
28
28
9
23
50
50
60
50
50
50
50
9
23
43
41
7
65
0.017026
ZNHYY
2006-07-07T00:00:00
50
98
50
50
17
12
17
64
27
27
6
23
50
50
78
50
50
50
50
12
20
44
48
10
71
-0.008819
ZNHYY
2006-07-14T00:00:00
50
97
50
50
1
16
36
70
27
27
26
23
50
50
76
50
50
50
50
21
20
48
47
10
68
-0.045242
ZNHYY
2006-07-21T00:00:00
50
97
50
50
2
13
20
27
31
31
23
22
50
50
59
50
50
50
50
13
54
78
71
37
32
0.029695
ZNHYY
2006-07-28T00:00:00
50
98
50
50
29
12
17
27
33
33
3
22
50
50
60
50
50
50
50
11
55
79
60
44
40
0.04065
ZNHYY
2006-08-04T00:00:00
50
97
50
50
1
10
14
67
32
32
31
23
50
50
64
50
50
50
50
9
58
78
62
41
44
-0.03464
ZNHYY
2006-08-11T00:00:00
50
97
50
50
1
10
17
63
30
30
24
23
50
50
62
50
50
50
50
10
66
88
63
52
35
-0.018934
ZNHYY
2006-08-18T00:00:00
50
98
50
50
15
11
18
56
28
28
7
23
50
50
63
50
50
50
50
11
61
82
70
46
53
0.028327
ZNHYY
2006-08-25T00:00:00
50
97
50
50
2
11
18
50
27
27
21
23
50
50
60
50
50
50
50
12
57
78
61
42
56
-0.008779
ZNHYY
2006-09-01T00:00:00
50
97
50
50
5
12
25
17
32
32
13
22
50
50
52
50
50
50
50
15
52
77
51
26
65
0.068102
ZNHYY
2006-09-08T00:00:00
50
97
50
50
1
12
25
3
42
42
28
21
50
50
38
50
50
50
50
15
53
63
56
12
80
0.088206
ZNHYY
2006-09-15T00:00:00
50
99
50
50
38
17
52
2
43
43
1
20
50
50
30
50
50
50
50
33
44
67
44
11
82
0.08329
ZNHYY
2006-09-22T00:00:00
50
97
50
50
2
20
61
21
44
44
24
21
50
50
21
50
50
50
50
39
49
71
47
16
80
-0.029954
ZNHYY
2006-09-29T00:00:00
50
97
50
50
2
17
36
13
43
43
21
21
50
50
12
50
50
50
50
24
70
67
46
24
68
0.029379
ZNHYY
2006-10-06T00:00:00
50
97
50
50
40
18
39
5
46
46
1
20
50
50
8
50
50
50
50
26
65
55
47
15
75
0.071411
ZNHYY
2006-10-13T00:00:00
50
96
50
50
2
18
42
11
43
43
29
20
50
50
7
50
50
50
50
26
65
48
48
18
73
0.034119
ZNHYY
2006-10-20T00:00:00
50
97
50
50
36
18
43
51
45
45
2
20
50
50
8
50
50
50
50
27
62
63
50
23
76
-0.030472
ZNHYY
2006-10-27T00:00:00
50
96
50
50
2
25
72
35
44
44
27
20
50
50
7
50
50
50
50
48
62
53
50
21
83
0.022612
ZNHYY
2006-11-03T00:00:00
50
96
50
50
7
52
95
2
61
61
14
18
50
50
2
50
50
50
50
78
63
39
48
35
57
0.166833
ZNHYY
2006-11-10T00:00:00
50
97
50
50
34
67
98
6
60
60
2
17
50
50
1
50
50
50
50
87
64
39
48
34
57
0.027857
ZNHYY
2006-11-17T00:00:00
50
97
50
50
9
62
96
2
69
69
10
16
50
50
1
50
50
50
50
83
66
40
63
13
71
0.167865
ZNHYY
2006-11-24T00:00:00
50
98
50
50
25
68
96
40
72
72
4
17
50
50
1
50
50
50
50
86
66
49
67
13
83
-0.066304
ZNHYY
2006-12-01T00:00:00
50
97
50
50
4
77
98
76
74
74
15
18
50
50
2
50
50
50
50
91
54
35
64
6
91
-0.071012
ZNHYY
2006-12-08T00:00:00
50
98
50
50
23
79
97
70
73
73
5
18
50
50
2
50
50
50
50
91
52
35
64
8
92
0.011193
ZNHYY
2006-12-15T00:00:00
50
96
50
50
1
72
81
72
72
72
26
18
50
50
4
50
50
50
50
81
54
39
62
8
92
-0.00522
ZNHYY
2006-12-22T00:00:00
50
97
50
50
10
72
82
76
71
71
10
18
50
50
4
50
50
50
50
81
55
37
64
9
91
-0.027139
ZNHYY
2006-12-29T00:00:00
50
98
50
50
43
90
99
13
75
75
1
17
50
50
3
50
50
50
50
97
47
47
62
21
78
0.116887
ZNHYY
2007-01-05T00:00:00
50
98
50
50
19
91
98
4
74
74
7
16
50
50
3
50
50
50
50
97
47
32
73
24
93
0.05037
ZNHYY
2007-01-12T00:00:00
50
96
50
50
27
96
100
3
73
73
5
15
50
50
3
50
50
50
50
99
58
40
71
28
93
0.100983
ZNHYY
2007-01-19T00:00:00
50
96
50
50
2
93
95
1
74
74
44
15
50
50
2
50
50
50
50
96
72
28
66
37
94
0.095608
ZNHYY
2007-01-26T00:00:00
50
97
50
50
1
89
59
74
79
79
48
16
50
50
4
50
50
50
50
78
46
15
54
11
96
-0.13392
ZNHYY
2007-02-02T00:00:00
50
98
50
50
14
89
61
74
78
78
13
16
50
50
13
50
50
50
50
79
49
27
57
11
97
0.010243
ZNHYY
2007-02-09T00:00:00
50
97
50
50
2
91
50
51
77
77
36
16
50
50
12
50
50
50
50
74
45
27
60
12
97
0.020729
ZNHYY
2007-02-16T00:00:00
50
97
50
50
40
88
39
8
77
77
2
15
50
50
18
50
50
50
50
66
55
31
67
5
97
0.079023
ZNHYY
2007-02-23T00:00:00
50
96
50
50
1
94
86
47
77
77
46
16
50
50
15
50
50
50
50
93
60
32
72
3
99
-0.023184
ZNHYY
2007-03-02T00:00:00
50
97
50
50
4
97
96
93
79
79
25
16
50
50
24
50
50
50
50
98
29
28
59
4
98
-0.117696
ZNHYY
2007-03-09T00:00:00
50
97
50
50
4
98
99
83
77
77
23
16
50
50
29
50
50
50
50
99
28
23
64
5
99
0.002374
ZNHYY
2007-03-16T00:00:00
50
98
50
50
23
99
100
18
77
77
7
16
50
50
34
50
50
50
50
100
34
36
61
8
99
0.059279
ZNHYY
2007-03-23T00:00:00
50
96
50
50
10
96
61
18
75
75
13
16
50
50
31
50
50
50
50
83
37
35
59
7
100
0.04158
ZNHYY
2007-03-30T00:00:00
50
98
50
50
12
95
58
74
75
75
12
16
50
50
41
50
50
50
50
81
35
27
51
7
100
-0.046645
ZNHYY
2007-04-06T00:00:00
50
96
50
50
1
96
68
36
71
71
34
16
50
50
53
50
50
50
50
85
34
27
48
8
100
0.038796
ZNHYY
2007-04-13T00:00:00
50
98
50
50
8
97
90
66
70
70
21
16
50
50
65
50
50
50
50
96
33
32
52
11
100
-0.014014
ZNHYY
2007-04-20T00:00:00
50
97
50
50
2
96
72
46
69
69
41
16
50
50
76
50
50
50
50
87
36
34
53
12
100
0.009964