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
ZTNO
2007-12-28T00:00:00
11
93
3
12
6
7
8
31
75
75
33
98
96
75
69
65
17
78
91
6
51
38
8
77
31
0
ZTNO
2008-01-04T00:00:00
12
93
7
12
6
8
12
3
77
77
41
98
96
70
57
65
17
78
92
8
51
58
34
67
40
0.095242
ZTNO
2008-01-11T00:00:00
12
92
2
12
6
11
34
6
70
70
40
97
96
75
37
64
17
78
93
20
35
61
43
38
41
0.014505
ZTNO
2008-01-18T00:00:00
12
91
19
12
6
9
15
5
66
66
71
97
96
54
20
65
17
78
93
10
41
61
38
34
57
0.014264
ZTNO
2008-01-25T00:00:00
12
91
6
12
6
7
5
6
64
64
58
97
96
69
8
65
17
77
93
5
53
57
48
38
57
0.070415
ZTNO
2008-02-01T00:00:00
12
92
3
12
6
7
8
64
58
58
54
97
96
73
26
65
17
78
93
6
66
58
42
28
60
-0.052614
ZTNO
2008-02-08T00:00:00
12
92
4
12
6
10
34
57
50
50
56
97
96
71
16
65
17
78
93
19
66
60
41
26
57
-0.027768
ZTNO
2008-02-15T00:00:00
12
93
3
12
6
12
51
94
60
60
55
98
96
72
15
65
17
78
91
29
74
59
38
22
69
-0.100013
ZTNO
2008-02-22T00:00:00
12
92
5
12
6
12
52
80
58
58
58
98
96
71
8
63
17
78
92
29
73
60
38
25
69
0
ZTNO
2008-02-29T00:00:00
12
92
23
11
5
25
91
97
62
62
74
98
96
51
9
83
17
78
91
58
75
59
39
18
76
-0.095242
ZTNO
2008-03-07T00:00:00
12
92
15
12
5
32
94
95
66
66
71
98
96
58
8
82
17
78
91
65
70
65
37
10
72
-0.122785
ZTNO
2008-03-14T00:00:00
12
93
3
11
5
39
93
99
79
79
63
99
96
73
19
83
17
78
89
69
59
70
47
42
72
-0.240004
ZTNO
2008-03-21T00:00:00
12
93
6
11
5
49
98
76
82
82
67
98
96
69
17
83
17
78
90
78
69
60
53
26
74
0.105224
ZTNO
2008-03-28T00:00:00
10
95
2
27
5
30
66
59
81
81
44
98
95
73
12
73
16
99
94
46
66
55
49
28
68
0.047659
ZTNO
2008-04-04T00:00:00
10
94
13
27
5
34
60
37
79
79
58
98
95
60
16
27
16
99
93
45
74
64
45
25
79
0.045438
ZTNO
2008-04-11T00:00:00
10
95
2
27
5
18
20
46
79
79
53
98
95
72
15
26
16
99
93
15
60
62
31
33
80
-0.021757
ZTNO
2008-04-18T00:00:00
11
93
8
27
5
19
23
15
81
81
29
98
95
63
20
26
16
99
93
17
60
65
37
35
73
0.111152
ZTNO
2008-04-25T00:00:00
11
95
3
27
5
13
8
56
80
80
21
98
95
69
25
27
16
99
93
8
77
83
37
32
81
-0.060001
ZTNO
2008-05-02T00:00:00
10
94
18
28
5
10
7
93
80
80
43
99
95
51
41
27
16
99
93
7
80
87
38
25
74
-0.106418
ZTNO
2008-05-09T00:00:00
10
94
14
31
5
5
4
70
79
79
34
98
95
54
41
97
16
99
96
3
80
86
41
28
74
0.02383
ZTNO
2008-05-16T00:00:00
8
94
5
18
5
7
8
92
76
76
20
99
90
65
54
93
15
80
85
6
79
71
68
20
74
-0.046495
ZTNO
2008-05-23T00:00:00
7
94
17
18
5
8
12
93
71
71
31
99
90
51
57
93
15
80
85
8
77
73
69
20
73
-0.073172
ZTNO
2008-05-30T00:00:00
7
94
14
18
5
10
22
91
68
68
28
99
90
53
44
93
15
80
85
13
78
75
69
19
73
0
ZTNO
2008-06-06T00:00:00
7
94
17
18
4
10
30
48
66
66
30
99
90
50
43
93
15
79
85
17
78
76
71
17
68
0.026275
ZTNO
2008-06-13T00:00:00
7
93
18
18
5
15
62
85
67
67
32
99
90
49
42
93
15
80
85
36
81
85
78
17
80
-0.076928
ZTNO
2008-06-20T00:00:00
7
94
18
18
5
12
44
26
69
69
31
99
90
49
41
93
15
80
85
25
77
78
82
13
72
0.055603
ZTNO
2008-06-27T00:00:00
7
95
2
18
5
9
10
70
63
63
16
99
90
69
45
93
15
80
85
7
76
73
82
15
72
-0.078949
ZTNO
2008-07-04T00:00:00
7
93
18
18
5
10
18
17
62
62
31
99
90
48
37
93
15
80
86
11
77
73
82
18
69
0.028527
ZTNO
2008-07-11T00:00:00
7
94
4
18
7
9
10
51
56
56
19
99
90
66
39
93
15
80
86
7
77
69
87
23
60
-0.027736
ZTNO
2008-07-18T00:00:00
7
94
2
18
8
8
6
56
51
51
15
99
90
72
42
93
15
80
85
5
78
69
88
23
57
0
ZTNO
2008-07-25T00:00:00
7
93
8
18
7
8
6
5
70
70
23
98
90
61
36
93
15
79
86
5
71
48
75
14
85
0.171432
ZTNO
2008-08-01T00:00:00
7
92
23
18
8
9
21
77
73
73
39
99
90
41
28
93
15
79
86
13
79
61
74
16
80
-0.121992
ZTNO
2008-08-08T00:00:00
8
90
24
17
8
8
12
1
91
91
20
98
99
41
11
92
15
78
88
8
73
51
92
2
80
0.444495
ZTNO
2008-08-15T00:00:00
9
92
25
34
8
12
44
93
93
93
24
99
76
42
26
94
17
99
100
26
75
72
85
7
61
-0.299991
ZTNO
2008-08-22T00:00:00
9
94
2
34
8
11
34
78
93
93
20
99
77
70
25
89
17
99
100
20
77
73
88
4
63
-0.005486
ZTNO
2008-08-29T00:00:00
9
93
10
33
7
15
65
85
92
92
34
99
76
59
19
91
17
99
100
38
77
72
88
5
64
-0.005581
ZTNO
2008-09-05T00:00:00
8
97
4
33
7
16
52
100
94
94
25
99
76
67
53
91
17
99
99
32
78
73
96
33
36
-0.266658
ZTNO
2008-09-12T00:00:00
9
94
8
33
6
15
41
17
95
95
31
98
76
62
15
91
17
99
100
24
87
78
59
37
67
0.325799
ZTNO
2008-09-19T00:00:00
9
92
14
33
6
29
90
20
94
94
37
98
76
53
15
91
17
99
100
61
86
82
69
37
73
0.114244
ZTNO
2008-09-26T00:00:00
9
94
24
33
6
16
33
89
95
95
46
99
77
43
40
91
17
99
99
21
84
71
53
63
51
-0.328193
ZTNO
2008-10-03T00:00:00
9
95
9
33
6
63
99
80
95
95
30
99
77
61
31
91
17
99
99
85
86
82
59
39
48
-0.076309
ZTNO
2008-10-10T00:00:00
9
96
3
33
6
15
19
82
94
94
26
99
76
70
39
91
17
99
99
14
81
83
66
33
68
-0.247937
ZTNO
2008-10-17T00:00:00
8
97
2
33
6
16
20
54
91
91
34
99
76
72
35
91
17
99
99
15
82
83
68
39
62
0.065961
ZTNO
2008-10-24T00:00:00
8
92
24
33
5
15
21
40
90
90
63
99
76
43
29
91
17
99
99
15
77
85
59
29
53
-0.020707
ZTNO
2008-10-31T00:00:00
8
95
5
33
6
6
3
96
86
86
42
99
76
66
50
91
17
99
99
3
79
68
54
19
58
-0.178929
ZTNO
2008-11-07T00:00:00
8
92
23
33
6
20
67
76
84
84
63
99
76
43
59
91
17
100
99
43
76
70
54
21
58
0
ZTNO
2008-11-14T00:00:00
7
91
16
11
6
33
75
38
80
80
58
99
79
59
29
90
20
81
16
54
76
73
46
19
48
0.025602
ZTNO
2008-11-21T00:00:00
6
97
9
11
6
9
10
96
88
88
50
100
79
66
61
89
20
81
16
8
73
52
31
66
93
-0.5
ZTNO
2008-11-28T00:00:00
6
92
10
11
6
11
17
95
80
80
52
99
79
65
69
88
20
81
16
11
72
58
22
33
96
0.075184
ZTNO
2008-12-05T00:00:00
6
91
17
11
6
13
19
88
77
77
59
99
79
58
69
88
20
81
16
14
72
60
22
34
96
-0.023491
ZTNO
2008-12-12T00:00:00
6
98
3
11
5
14
29
87
75
75
40
100
79
71
66
88
20
81
15
19
74
63
28
36
97
-0.047552
ZTNO
2008-12-19T00:00:00
6
95
14
11
6
22
44
89
73
73
57
100
79
60
72
88
20
81
16
32
76
64
31
37
97
-0.07489
ZTNO
2008-12-26T00:00:00
7
90
19
11
6
10
9
19
79
79
63
99
79
56
56
88
19
81
16
8
69
59
24
35
97
0.21619
ZTNO
2009-01-02T00:00:00
7
94
7
11
5
12
16
40
77
77
50
99
79
68
46
88
19
81
16
12
70
57
19
35
97
0.022187
ZTNO
2009-01-09T00:00:00
7
95
4
11
5
21
43
1
91
91
51
99
79
72
35
88
19
81
16
30
81
22
18
69
93
0.673902
ZTNO
2009-01-16T00:00:00
8
88
25
11
5
9
6
1
92
92
53
99
79
52
9
88
19
80
16
6
81
25
13
65
93
0.285736
ZTNO
2009-01-23T00:00:00
9
86
10
11
5
7
4
1
94
94
32
98
79
68
2
88
19
79
17
4
77
23
14
66
90
0.565615
ZTNO
2009-01-30T00:00:00
10
81
17
11
5
8
6
1
93
93
42
97
79
61
1
88
19
78
18
6
74
17
10
67
91
0.283895
ZTNO
2009-02-06T00:00:00
10
85
10
11
4
7
6
28
94
94
32
98
79
69
3
88
19
79
17
5
76
19
9
68
91
-0.115578
ZTNO
2009-02-13T00:00:00
10
83
17
11
4
7
8
48
94
94
43
98
78
61
2
88
19
79
17
6
77
20
9
68
91
-0.062538
ZTNO
2009-02-20T00:00:00
9
91
4
11
4
9
38
87
96
96
23
99
79
73
8
88
20
80
16
21
78
20
8
67
89
-0.412075
ZTNO
2009-02-27T00:00:00
10
88
13
11
4
9
31
86
95
95
39
99
79
66
5
88
20
80
16
16
78
20
8
68
89
-0.072172
ZTNO
2009-03-06T00:00:00
11
93
2
11
4
30
96
87
95
95
23
99
78
74
5
87
20
80
16
69
78
21
7
69
90
-0.111198
ZTNO
2009-03-13T00:00:00
7
85
16
8
3
53
99
97
93
93
52
99
100
36
20
76
21
83
100
82
80
35
7
70
90
-0.07489
ZTNO
2009-03-20T00:00:00
10
74
16
8
3
84
100
2
99
99
50
97
100
38
2
77
21
80
100
96
79
22
4
49
76
1.56746
ZTNO
2009-03-27T00:00:00
9
79
13
8
3
93
100
27
99
99
48
98
100
40
1
5
21
81
37
99
81
37
3
49
75
-0.105286
ZTNO
2009-04-03T00:00:00
10
80
22
8
3
90
100
62
99
99
65
98
99
33
1
5
21
81
37
99
82
41
4
51
74
-0.117606
ZTNO
2009-04-10T00:00:00
9
84
14
8
2
89
96
91
99
99
62
99
99
38
2
5
21
82
36
97
84
48
5
52
74
-0.133359
ZTNO
2009-04-17T00:00:00
9
87
4
8
3
49
39
75
98
98
45
99
99
47
5
5
21
82
36
43
86
53
3
55
74
0.030722
ZTNO
2009-04-24T00:00:00
10
86
5
8
3
44
28
41
98
98
47
99
99
45
17
5
21
82
36
34
85
46
4
54
77
0.052249
ZTNO
2009-05-01T00:00:00
9
86
13
8
3
45
25
98
98
98
61
99
99
40
22
5
21
82
36
33
87
54
4
56
76
-0.148879
ZTNO
2009-05-08T00:00:00
7
86
17
8
3
30
16
88
97
97
55
99
99
34
25
4
21
83
35
20
88
58
5
57
76
0.041601
ZTNO
2009-05-15T00:00:00
7
79
24
17
3
97
99
8
97
97
75
98
97
6
21
12
27
81
80
100
85
52
4
54
79
0.336059
ZTNO
2009-05-22T00:00:00
6
84
6
17
3
95
95
66
97
97
54
99
97
13
29
12
27
81
78
99
85
52
4
55
78
-0.161708
ZTNO
2009-05-29T00:00:00
6
83
20
17
3
85
66
51
93
93
71
99
97
7
31
12
27
81
78
83
88
55
3
55
77
0.035744
ZTNO
2009-06-05T00:00:00
6
87
6
17
3
66
33
98
93
93
52
99
97
13
34
12
27
81
77
48
89
62
5
56
78
-0.103451
ZTNO
2009-06-12T00:00:00
6
85
3
17
3
62
37
8
93
93
47
99
97
15
24
12
27
81
79
48
86
53
4
55
77
0.253818
ZTNO
2009-06-19T00:00:00
6
86
5
17
3
77
59
71
93
93
50
99
97
14
41
12
27
81
78
74
83
45
4
56
73
-0.134981
ZTNO
2009-06-26T00:00:00
6
85
5
17
3
41
10
69
94
94
50
99
97
14
57
13
27
81
78
19
89
49
4
56
72
-0.021245
ZTNO
2009-07-03T00:00:00
6
86
10
17
3
38
5
88
94
94
58
99
97
11
57
13
27
81
77
15
90
42
4
58
70
-0.050732
ZTNO
2009-07-10T00:00:00
6
79
27
17
3
95
79
3
94
94
79
98
97
4
37
61
27
81
80
92
92
68
4
55
72
0.206151
ZTNO
2009-07-17T00:00:00
6
84
26
17
3
68
30
84
95
95
77
99
97
3
79
61
27
81
78
49
91
69
4
54
69
-0.145565
ZTNO
2009-07-24T00:00:00
6
87
8
17
3
63
38
87
94
94
56
99
97
9
79
61
27
81
78
51
91
66
4
56
67
0
ZTNO
2009-07-31T00:00:00
6
83
16
17
3
39
11
20
94
94
64
99
97
6
56
60
27
81
78
21
98
71
6
53
5
0.199948
ZTNO
2009-08-07T00:00:00
6
79
26
16
3
82
86
7
93
93
70
98
97
5
33
60
28
80
80
89
98
74
9
97
5
0.141977
ZTNO
2009-08-14T00:00:00
7
60
6
15
2
60
47
1
99
99
74
96
96
13
5
53
28
77
75
54
99
71
4
93
8
1.167566
ZTNO
2009-08-21T00:00:00
17
63
3
15
2
52
31
13
99
99
62
96
84
14
12
92
26
75
20
39
98
69
2
91
8
-0.087266
ZTNO
2009-08-28T00:00:00
17
64
25
15
2
42
13
37
99
99
77
97
84
5
9
92
26
76
19
24
98
75
1
91
8
-0.084697
ZTNO
2009-09-04T00:00:00
17
61
11
15
2
85
87
7
98
98
68
96
84
9
4
92
26
75
22
90
99
71
2
92
8
0.208948
ZTNO
2009-09-11T00:00:00
17
61
19
15
2
42
19
22
98
98
73
96
84
6
3
92
26
75
22
27
98
75
2
93
8
-0.002465
ZTNO
2009-09-18T00:00:00
21
37
14
15
1
34
11
1
100
100
70
89
84
9
1
92
26
69
30
20
30
62
5
48
9
1.861338
ZTNO
2009-09-25T00:00:00
20
46
3
15
1
72
81
40
100
100
58
93
83
14
1
92
26
72
28
80
25
58
5
59
9
-0.334773
ZTNO
2009-10-02T00:00:00
20
44
22
15
1
87
90
30
100
100
75
93
83
6
1
92
26
72
27
92
16
47
5
26
85
-0.009104
ZTNO
2009-10-09T00:00:00
19
45
25
15
1
100
100
86
100
100
76
93
83
5
1
92
26
72
27
100
21
40
8
15
92
-0.048559
ZTNO
2009-10-16T00:00:00
19
47
24
15
1
100
100
13
100
100
75
93
83
5
1
92
26
73
26
100
23
49
10
16
90
0.113109
ZTNO
2009-10-23T00:00:00
19
51
4
15
1
100
96
72
100
100
49
94
83
13
1
93
26
73
25
99
25
48
9
16
90
-0.087336
ZTNO
2009-10-30T00:00:00
18
54
10
14
1
100
100
96
100
100
60
95
83
10
1
92
26
74
25
100
29
49
10
15
91
-0.178628
ZTNO
2009-11-06T00:00:00
17
52
15
14
1
100
96
81
100
100
66
95
83
9
1
92
27
74
24
99
30
43
8
14
91
0.038835
ZTNO
2009-11-13T00:00:00
17
44
17
14
1
100
100
2
100
100
72
93
92
22
18
88
27
72
59
100
21
25
7
13
91
0.420561
ZTNO
2009-11-20T00:00:00
90
54
94
12
1
100
99
4
100
100
42
75
3
5
20
99
87
5
2
100
29
24
11
19
90
0.025