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
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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
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political_risk
float32
1
100
inflation_fluctuation
float32
1
100
inflation_persistence
float32
1
100
returns
float32
-1
1.44k
ZTNO
2011-10-28T00:00:00
73
91
87
61
2
9
23
59
89
89
14
81
1
10
14
93
80
91
11
14
51
24
53
80
93
0.07732
ZTNO
2011-11-04T00:00:00
73
90
87
60
2
11
38
84
88
88
22
81
1
10
16
92
80
91
11
22
50
27
53
81
93
-0.062201
ZTNO
2011-11-11T00:00:00
75
92
88
59
2
10
23
95
89
89
11
83
25
10
34
92
80
91
10
13
56
28
50
78
91
-0.163265
ZTNO
2011-11-18T00:00:00
79
92
89
14
2
8
17
100
91
91
29
82
25
9
61
29
80
68
96
10
63
43
41
81
69
-0.268293
ZTNO
2011-11-25T00:00:00
80
92
89
14
2
7
9
100
92
92
35
83
25
9
73
28
80
69
96
7
64
41
47
78
74
-0.258333
ZTNO
2011-12-02T00:00:00
79
92
89
14
1
21
83
56
95
95
34
81
25
10
62
28
80
68
97
52
63
41
56
81
73
0.382022
ZTNO
2011-12-09T00:00:00
79
91
89
14
1
35
98
70
95
95
38
81
25
10
60
28
80
68
97
68
63
40
55
83
71
-0.03252
ZTNO
2011-12-16T00:00:00
79
92
89
14
1
15
27
70
94
94
27
82
25
10
57
28
80
68
97
18
63
40
55
82
72
-0.07563
ZTNO
2011-12-23T00:00:00
80
92
89
14
2
16
42
97
94
94
30
82
25
10
48
28
80
68
96
25
67
47
60
76
58
-0.063636
ZTNO
2011-12-30T00:00:00
80
91
89
14
2
14
26
84
93
93
32
83
25
10
48
28
80
69
96
16
67
45
58
74
61
0
ZTNO
2012-01-06T00:00:00
79
91
89
14
2
8
9
3
94
94
40
82
25
10
54
28
80
68
96
7
64
24
64
80
51
0.194175
ZTNO
2012-01-13T00:00:00
79
92
89
14
2
4
2
11
93
93
30
82
25
8
58
28
80
68
97
2
63
23
61
80
47
0.04878
ZTNO
2012-01-20T00:00:00
79
92
89
14
2
3
1
89
93
93
49
83
25
37
64
28
80
69
96
2
65
35
63
79
58
-0.116279
ZTNO
2012-01-27T00:00:00
79
92
89
14
2
6
6
49
92
92
60
83
25
37
54
28
80
69
97
5
65
29
64
81
55
0.070175
ZTNO
2012-02-03T00:00:00
79
92
89
14
2
5
7
10
92
92
44
82
25
37
57
28
80
68
97
5
63
33
57
82
62
0.147541
ZTNO
2012-02-10T00:00:00
79
92
89
13
2
6
10
22
89
89
56
82
25
37
62
28
80
69
97
7
63
35
56
82
60
-0.028571
ZTNO
2012-02-17T00:00:00
79
92
89
13
3
5
5
70
88
88
51
82
25
37
55
26
80
69
97
4
64
41
58
82
61
-0.029412
ZTNO
2012-02-24T00:00:00
79
91
89
13
2
5
7
64
88
88
66
83
25
37
47
25
80
69
96
5
64
42
58
82
61
0.007576
ZTNO
2012-03-02T00:00:00
81
93
89
13
3
7
74
93
89
89
50
83
25
38
52
34
80
69
96
37
66
43
61
82
45
-0.12782
ZTNO
2012-03-09T00:00:00
80
92
89
13
2
7
76
62
89
89
66
83
3
39
52
35
81
69
96
38
67
45
60
84
41
0.051724
ZTNO
2012-03-16T00:00:00
81
93
89
13
3
4
9
85
87
87
60
83
3
39
47
36
81
69
96
4
68
42
61
86
42
-0.008197
ZTNO
2012-03-23T00:00:00
81
92
89
13
2
5
42
59
86
86
68
83
3
39
39
36
81
69
96
17
67
42
60
85
42
0
ZTNO
2012-03-30T00:00:00
81
93
89
13
3
9
79
95
85
85
56
84
3
39
48
45
81
69
54
42
66
49
60
87
43
-0.066116
ZTNO
2012-04-06T00:00:00
81
93
90
13
3
8
73
91
84
84
62
84
3
37
55
45
81
69
54
37
65
42
53
84
43
-0.035398
ZTNO
2012-04-13T00:00:00
80
92
89
13
2
7
39
1
92
92
61
82
3
35
27
45
81
68
55
18
62
62
34
86
27
0.284404
ZTNO
2012-04-20T00:00:00
20
89
39
37
2
8
40
30
92
92
19
82
25
10
16
92
85
90
29
19
56
56
25
86
34
-0.071429
ZTNO
2012-04-27T00:00:00
20
88
39
38
2
5
11
55
91
91
33
82
25
10
18
92
85
90
29
5
64
50
38
94
41
-0.023077
ZTNO
2012-05-04T00:00:00
19
90
40
41
2
7
30
84
91
91
16
83
25
11
23
93
86
91
30
16
62
66
37
92
52
-0.070866
ZTNO
2012-05-11T00:00:00
18
90
40
46
2
6
14
64
90
90
23
83
1
13
16
91
85
91
33
8
63
67
41
91
52
-0.008475
ZTNO
2012-05-18T00:00:00
19
88
40
47
2
7
21
53
89
89
30
83
1
13
7
91
85
91
34
11
63
72
23
93
54
-0.051282
ZTNO
2012-05-25T00:00:00
54
84
88
63
2
5
8
43
87
87
37
84
1
7
6
84
86
82
55
5
61
77
18
91
50
0.036036
ZTNO
2012-06-01T00:00:00
54
84
88
63
2
5
11
69
87
87
54
84
1
7
11
84
86
82
55
6
59
78
20
96
52
-0.052174
ZTNO
2012-06-08T00:00:00
55
85
88
64
2
28
98
62
85
85
34
84
1
7
14
84
86
82
55
65
67
81
18
95
53
0.027523
ZTNO
2012-06-15T00:00:00
55
84
88
63
2
19
85
70
84
84
54
84
1
7
12
84
86
82
55
52
70
80
36
85
42
-0.008929
ZTNO
2012-06-22T00:00:00
55
85
88
63
3
14
55
60
68
68
36
84
1
7
8
84
86
82
56
32
76
82
40
84
44
0
ZTNO
2012-06-29T00:00:00
56
86
88
63
10
12
36
94
67
67
24
85
1
7
8
83
86
83
55
22
74
67
41
86
31
-0.063063
ZTNO
2012-07-06T00:00:00
56
87
88
63
10
14
39
95
66
66
24
85
1
7
12
83
86
83
55
24
77
66
39
90
30
-0.019231
ZTNO
2012-07-13T00:00:00
56
85
88
63
2
16
43
77
64
64
50
85
1
7
17
80
86
83
55
28
79
67
42
90
30
0
ZTNO
2012-07-20T00:00:00
57
87
88
63
10
19
42
89
63
63
27
85
1
8
13
80
86
83
55
29
77
70
40
89
29
-0.04902
ZTNO
2012-07-27T00:00:00
56
86
88
62
7
17
34
22
73
73
33
84
1
8
9
80
86
83
56
22
73
69
51
85
56
0.082474
ZTNO
2012-08-03T00:00:00
55
85
88
61
4
18
33
43
69
69
37
84
1
8
8
81
86
82
54
22
86
80
47
85
48
-0.009524
ZTNO
2012-08-10T00:00:00
53
84
88
59
2
16
34
37
66
66
49
85
1
9
11
82
85
82
55
22
89
80
40
80
47
0.009615
ZTNO
2012-08-17T00:00:00
52
85
88
59
5
16
36
24
67
67
35
85
1
9
8
85
85
82
42
23
85
79
39
79
53
0.038095
ZTNO
2012-08-24T00:00:00
44
74
67
29
3
11
12
82
70
70
23
82
24
7
10
88
85
88
47
10
88
78
40
77
55
-0.055046
ZTNO
2012-08-31T00:00:00
45
73
67
29
3
10
9
90
70
70
22
82
24
8
9
88
84
88
47
7
89
78
40
96
63
-0.048544
ZTNO
2012-09-07T00:00:00
45
75
67
29
7
12
18
83
68
68
21
82
24
7
10
92
84
88
47
13
88
79
40
96
62
0.020408
ZTNO
2012-09-14T00:00:00
46
75
67
29
3
11
13
95
67
67
22
83
24
7
21
92
84
88
47
10
92
95
21
58
71
-0.04
ZTNO
2012-09-21T00:00:00
47
76
68
29
4
18
47
98
71
71
38
84
25
8
28
91
84
88
46
30
94
98
23
70
67
-0.083333
ZTNO
2012-09-28T00:00:00
47
75
68
29
4
23
43
84
69
69
38
83
24
8
19
91
84
88
46
30
94
94
18
69
55
0
ZTNO
2012-10-05T00:00:00
46
74
68
29
3
17
48
44
69
69
45
83
24
7
9
92
84
88
46
29
91
97
21
69
58
0.045455
ZTNO
2012-10-12T00:00:00
46
76
67
29
19
21
68
37
68
68
29
83
24
8
15
92
84
88
46
42
89
100
29
63
47
-0.01087
ZTNO
2012-10-19T00:00:00
46
74
68
29
4
16
26
74
67
67
34
83
24
7
19
92
84
88
46
17
89
100
31
63
48
-0.032967
ZTNO
2012-10-26T00:00:00
47
76
68
28
14
14
15
83
64
64
9
84
25
7
19
92
84
88
46
12
87
100
31
64
45
-0.034091
ZTNO
2012-11-02T00:00:00
47
75
68
28
5
14
13
80
61
61
16
84
25
7
21
92
85
88
46
11
87
100
31
64
47
-0.011765
ZTNO
2012-11-09T00:00:00
48
75
68
28
4
10
7
77
58
58
22
83
25
8
37
92
84
89
47
7
87
99
23
62
53
-0.035714
ZTNO
2012-11-16T00:00:00
48
77
68
28
10
7
4
59
56
56
13
84
39
8
72
85
84
89
62
4
83
99
26
59
58
-0.012346
ZTNO
2012-11-23T00:00:00
57
100
92
14
5
8
5
83
53
53
39
83
4
3
85
81
86
59
71
5
83
99
23
61
61
0
ZTNO
2012-11-30T00:00:00
57
100
92
14
4
10
20
90
47
47
47
84
4
2
63
81
86
59
72
12
82
100
22
62
58
-0.025
ZTNO
2012-12-07T00:00:00
59
100
92
14
4
11
32
99
71
71
47
85
4
1
79
81
86
60
70
18
84
100
33
46
61
-0.141026
ZTNO
2012-12-14T00:00:00
59
100
93
14
8
10
20
97
67
67
32
84
4
5
82
82
86
60
70
12
84
100
32
46
63
-0.029851
ZTNO
2012-12-21T00:00:00
60
100
93
14
7
9
15
98
65
65
41
85
4
3
84
81
86
60
69
10
47
88
80
45
69
-0.061538
ZTNO
2012-12-28T00:00:00
60
100
93
14
9
9
19
98
65
65
42
85
4
3
83
81
86
60
69
11
36
86
75
42
56
-0.065574
ZTNO
2013-01-04T00:00:00
61
100
93
14
9
10
18
100
61
61
49
86
4
1
84
81
86
60
69
12
41
81
26
40
66
-0.070175
ZTNO
2013-01-11T00:00:00
60
100
92
14
12
13
28
17
87
87
36
85
4
5
68
81
86
60
70
18
54
8
1
39
67
0.264151
ZTNO
2013-01-18T00:00:00
60
100
92
14
9
12
17
27
86
86
39
85
4
3
71
81
86
60
70
13
50
5
1
40
69
0
ZTNO
2013-01-25T00:00:00
60
100
92
14
9
10
10
58
84
84
71
85
4
2
69
81
86
60
70
8
37
4
1
41
68
-0.029851
ZTNO
2013-02-01T00:00:00
60
100
92
14
19
6
3
90
84
84
45
85
4
7
67
81
86
60
70
4
34
2
1
39
64
-0.030769
ZTNO
2013-02-08T00:00:00
60
100
92
14
10
6
4
56
84
84
67
85
4
3
69
81
86
60
70
4
39
3
1
38
69
0.015873
ZTNO
2013-02-15T00:00:00
59
100
92
15
11
4
3
3
85
85
67
85
4
3
52
81
86
60
71
3
46
1
1
30
72
0.15625
ZTNO
2013-02-22T00:00:00
58
100
92
15
14
4
3
2
86
86
51
84
4
7
31
80
86
59
71
3
60
2
1
28
71
0.121622
ZTNO
2013-03-01T00:00:00
60
100
93
15
11
3
2
62
87
87
67
85
4
4
47
78
86
60
71
2
37
2
1
30
73
-0.120482
ZTNO
2013-03-08T00:00:00
61
100
93
15
11
6
49
93
86
86
71
85
4
2
54
80
86
60
70
23
49
3
1
30
72
-0.082192
ZTNO
2013-03-15T00:00:00
61
100
93
15
11
6
48
70
86
86
71
85
4
3
51
80
86
60
70
23
45
2
1
28
63
0.029851
ZTNO
2013-03-22T00:00:00
61
100
93
15
12
5
28
82
84
84
63
85
4
6
45
80
86
60
71
13
47
2
1
29
62
-0.028986
ZTNO
2013-03-29T00:00:00
61
100
93
15
14
5
14
21
84
84
61
85
3
9
41
83
86
60
56
7
45
3
1
27
62
0.059701
ZTNO
2013-04-05T00:00:00
61
100
93
15
12
5
30
66
83
83
72
85
3
4
34
83
86
60
57
14
44
5
1
26
61
-0.042254
ZTNO
2013-04-12T00:00:00
62
100
93
15
14
14
85
68
82
82
57
85
3
6
21
83
86
60
56
49
45
5
1
25
62
0
ZTNO
2013-04-19T00:00:00
15
93
69
22
12
30
90
100
92
92
27
92
2
1
63
4
70
27
100
62
9
2
2
50
77
-0.411765
ZTNO
2013-04-26T00:00:00
15
93
69
23
11
14
59
97
91
91
19
92
2
5
62
4
70
27
100
34
12
2
2
50
76
0
ZTNO
2013-05-03T00:00:00
15
93
70
23
13
7
14
100
91
91
9
93
2
6
62
4
70
27
100
8
18
3
3
56
73
-0.1
ZTNO
2013-05-10T00:00:00
15
93
70
25
12
9
23
98
90
90
12
93
3
8
71
3
70
27
100
14
18
3
3
55
71
-0.027778
ZTNO
2013-05-17T00:00:00
15
94
70
25
13
8
20
98
90
90
7
93
3
8
79
4
70
27
100
12
18
3
3
59
72
-0.057143
ZTNO
2013-05-24T00:00:00
13
98
33
23
13
12
53
21
91
91
26
93
4
16
65
7
70
14
96
30
24
1
3
81
78
0.151515
ZTNO
2013-05-31T00:00:00
13
97
33
23
11
11
38
18
91
91
51
93
4
8
49
7
70
69
97
21
31
1
3
74
82
0.026316
ZTNO
2013-06-07T00:00:00
13
98
34
23
12
11
33
66
90
90
31
93
4
14
39
6
70
27
97
19
29
1
3
79
83
-0.051282
ZTNO
2013-06-14T00:00:00
13
98
33
23
13
2
2
25
89
89
24
93
4
17
55
6
70
9
97
2
35
1
3
65
84
0.027027
ZTNO
2013-06-21T00:00:00
13
98
34
23
13
2
1
30
89
89
29
93
4
15
53
6
70
18
97
1
40
1
3
60
85
0
ZTNO
2013-06-28T00:00:00
13
97
33
23
12
2
1
4
85
85
49
92
4
9
48
6
70
60
97
1
52
2
3
67
81
0.078947
ZTNO
2013-07-05T00:00:00
13
98
33
23
12
2
1
15
85
85
38
92
4
11
33
6
70
40
97
1
52
3
3
67
81
0.02439
ZTNO
2013-07-12T00:00:00
14
97
31
23
13
2
2
2
88
88
34
91
4
12
29
6
70
30
97
2
47
2
4
64
84
0.190476
ZTNO
2013-07-19T00:00:00
13
98
33
23
12
2
21
91
91
91
22
92
4
14
48
6
70
3
97
9
54
7
7
30
70
-0.2
ZTNO
2013-07-26T00:00:00
13
98
34
23
11
3
37
93
91
91
35
93
4
21
51
6
70
31
96
15
58
7
8
32
69
-0.025
ZTNO
2013-08-02T00:00:00
13
97
35
22
11
3
16
100
91
91
33
93
3
22
55
13
70
28
96
7
60
6
8
26
72
-0.153846
ZTNO
2013-08-09T00:00:00
13
98
34
21
12
3
45
76
91
91
26
93
3
29
44
13
70
8
96
20
63
5
13
29
76
0.060606
ZTNO
2013-08-16T00:00:00
13
98
34
21
12
3
59
62
89
89
26
93
29
30
32
12
70
13
97
28
59
4
10
32
77
0
ZTNO
2013-08-23T00:00:00
9
97
34
33
13
5
82
99
90
90
17
94
30
25
45
11
71
6
95
41
55
2
10
34
82
-0.142857
ZTNO
2013-08-30T00:00:00
9
97
35
33
12
6
78
100
90
90
18
94
30
22
47
11
71
23
94
40
55
3
9
36
83
-0.1
ZTNO
2013-09-06T00:00:00
9
97
35
33
12
18
88
74
90
90
18
94
30
22
41
11
71
22
94
53
53
3
9
35
85
0.074074
ZTNO
2013-09-13T00:00:00
9
97
36
33
11
4
15
100
91
91
18
94
30
19
52
11
71
46
94
7
54
7
36
33
82
-0.137931
ZTNO
2013-09-20T00:00:00
9
97
35
33
12
3
8
83
89
89
28
94
30
22
37
11
71
25
94
4
57
25
83
30
86
0.04