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
2002-03-29T00:00:00
5
91
28
27
6
14
39
70
81
81
58
91
76
70
16
27
27
78
81
23
35
52
49
34
52
0.061935
ZTNO
2002-04-05T00:00:00
5
92
28
27
6
12
30
44
80
80
53
91
76
72
21
27
27
77
81
19
38
58
49
34
52
0.016661
ZTNO
2002-04-12T00:00:00
5
91
28
26
6
8
8
52
80
80
73
91
76
59
21
27
27
77
81
7
38
57
50
34
52
0
ZTNO
2002-04-19T00:00:00
5
89
28
26
6
8
8
78
78
78
100
91
76
51
20
27
27
77
81
7
35
53
50
34
52
-0.016388
ZTNO
2002-04-26T00:00:00
5
91
29
26
5
23
75
93
78
78
80
92
76
74
24
27
27
78
81
47
34
49
51
34
52
-0.125005
ZTNO
2002-05-03T00:00:00
5
91
29
26
6
20
63
40
78
78
77
91
76
77
31
27
28
77
82
38
36
53
51
34
52
0.09525
ZTNO
2002-05-10T00:00:00
5
89
29
27
6
16
44
69
71
71
98
92
76
59
26
41
28
78
86
26
39
52
50
34
52
-0.043473
ZTNO
2002-05-17T00:00:00
6
88
32
93
6
8
7
32
70
70
100
91
76
54
17
51
26
99
77
6
36
48
50
34
52
0.045449
ZTNO
2002-05-24T00:00:00
7
89
31
93
6
11
19
8
71
71
90
90
76
76
11
51
26
99
78
13
32
48
47
34
52
0.086946
ZTNO
2002-05-31T00:00:00
6
90
32
93
6
13
41
82
72
72
88
91
76
79
22
50
26
99
78
24
44
57
99
34
52
-0.119986
ZTNO
2002-06-07T00:00:00
6
88
32
93
6
15
30
81
71
71
99
91
76
57
32
50
26
99
77
20
45
56
99
34
52
-0.081821
ZTNO
2002-06-14T00:00:00
6
87
32
93
6
12
20
93
72
72
100
92
76
55
30
50
26
99
77
13
45
43
99
34
52
-0.108907
ZTNO
2002-06-21T00:00:00
6
89
33
94
6
10
10
89
70
70
95
92
76
69
26
51
26
99
77
8
43
43
99
34
52
-0.055574
ZTNO
2002-06-28T00:00:00
6
95
33
94
6
15
35
90
68
68
87
92
76
81
46
50
26
99
76
23
40
38
99
34
52
-0.058817
ZTNO
2002-07-05T00:00:00
6
90
34
94
6
15
27
98
72
72
100
93
76
53
63
50
26
99
76
19
30
37
99
34
52
-0.187507
ZTNO
2002-07-12T00:00:00
6
91
33
94
6
16
41
36
78
78
98
92
76
62
37
51
26
99
77
26
42
48
99
34
52
0.153866
ZTNO
2002-07-19T00:00:00
6
89
33
94
6
26
81
64
77
77
100
92
76
51
26
50
26
99
76
53
39
49
97
34
52
-0.080003
ZTNO
2002-07-26T00:00:00
6
92
32
94
6
16
24
7
78
78
91
91
76
77
16
51
26
99
76
17
72
56
96
34
52
0.130439
ZTNO
2002-08-02T00:00:00
6
90
34
94
5
15
24
93
80
80
100
92
76
53
41
51
26
99
76
17
76
61
95
34
52
-0.217945
ZTNO
2002-08-09T00:00:00
6
95
34
94
5
12
11
87
78
78
93
93
95
83
33
50
26
99
76
10
77
60
95
34
52
-0.016407
ZTNO
2002-08-16T00:00:00
13
93
35
18
5
12
11
92
76
76
89
93
89
78
34
75
28
77
74
10
80
59
93
34
52
-0.066682
ZTNO
2002-08-23T00:00:00
13
93
33
18
6
12
10
4
87
87
87
92
89
81
10
73
28
77
74
9
51
55
78
34
52
0.375021
ZTNO
2002-08-30T00:00:00
13
95
34
18
6
9
5
96
89
89
83
93
89
82
46
73
28
77
74
6
44
60
83
34
52
-0.272738
ZTNO
2002-09-06T00:00:00
14
88
31
18
6
14
29
1
98
98
85
90
89
78
5
73
28
75
75
19
78
92
97
34
52
0.98217
ZTNO
2002-09-13T00:00:00
14
86
32
18
7
14
23
39
98
98
93
91
89
62
13
74
28
76
74
15
88
95
93
34
52
-0.216204
ZTNO
2002-09-20T00:00:00
14
88
33
18
7
23
70
56
98
98
94
91
89
58
27
74
28
76
75
45
87
94
93
34
52
-0.114955
ZTNO
2002-09-27T00:00:00
14
89
33
18
8
13
14
68
98
98
92
91
89
64
13
74
28
76
74
12
87
93
92
34
52
-0.025965
ZTNO
2002-10-04T00:00:00
14
87
33
17
8
13
14
80
98
98
94
91
89
59
15
74
28
76
74
11
87
93
92
34
52
-0.093347
ZTNO
2002-10-11T00:00:00
14
89
33
17
8
11
12
75
98
98
86
92
89
73
19
74
28
76
75
9
86
92
92
34
52
-0.088239
ZTNO
2002-10-18T00:00:00
13
88
34
17
8
24
86
99
97
97
94
93
89
58
35
74
28
76
74
55
84
91
92
34
52
-0.177416
ZTNO
2002-10-25T00:00:00
14
88
33
17
7
11
7
58
97
97
95
92
89
57
41
74
28
76
74
6
78
89
91
34
52
0.176479
ZTNO
2002-11-01T00:00:00
14
87
32
17
7
69
98
6
97
97
79
91
89
77
13
74
28
76
74
88
74
87
87
34
52
0.366655
ZTNO
2002-11-08T00:00:00
14
92
33
17
8
40
92
37
96
96
77
92
89
79
19
74
28
76
73
69
77
94
81
34
52
-0.085351
ZTNO
2002-11-15T00:00:00
47
90
79
88
8
30
56
4
94
94
74
90
94
75
10
74
26
98
81
41
75
92
76
34
52
0.200006
ZTNO
2002-11-22T00:00:00
49
88
80
88
8
31
56
73
93
93
84
91
94
71
28
74
26
98
82
42
77
93
82
34
52
-0.100003
ZTNO
2002-11-29T00:00:00
49
88
80
88
8
27
33
63
92
92
85
92
94
71
15
70
26
99
82
28
73
91
79
34
52
-0.012356
ZTNO
2002-12-06T00:00:00
50
90
80
88
8
23
34
78
92
92
77
92
94
74
28
70
26
98
82
26
74
91
79
34
52
-0.037501
ZTNO
2002-12-13T00:00:00
50
91
81
88
7
13
8
76
91
91
83
92
94
71
21
70
26
98
82
8
74
91
78
34
52
-0.025965
ZTNO
2002-12-20T00:00:00
51
91
81
88
8
18
15
82
91
91
82
92
94
72
25
70
26
98
82
13
74
91
79
34
52
-0.053345
ZTNO
2002-12-27T00:00:00
50
94
81
88
7
49
94
73
90
90
74
92
94
75
20
70
26
98
84
77
74
90
78
34
52
0
ZTNO
2003-01-03T00:00:00
51
92
81
88
7
33
64
84
89
89
79
92
94
73
23
70
26
98
83
46
76
93
68
34
52
0
ZTNO
2003-01-10T00:00:00
50
91
80
88
7
59
97
33
84
84
85
92
94
69
16
70
26
98
82
86
76
93
68
34
52
0.056352
ZTNO
2003-01-17T00:00:00
49
89
80
88
7
37
73
8
84
84
80
91
94
69
9
70
26
98
83
56
75
93
62
34
52
0.093315
ZTNO
2003-01-24T00:00:00
49
87
79
88
6
33
60
19
78
78
86
91
94
66
15
70
26
98
83
44
75
93
61
34
52
-0.024382
ZTNO
2003-01-31T00:00:00
49
93
80
88
6
30
43
62
76
76
71
92
94
72
15
70
26
98
83
32
76
92
56
34
52
-0.062493
ZTNO
2003-02-07T00:00:00
49
91
80
88
6
29
38
46
76
76
85
92
94
66
29
70
26
98
84
30
75
92
56
34
52
0
ZTNO
2003-02-14T00:00:00
48
88
79
88
6
24
16
31
75
75
87
91
94
65
24
70
26
98
84
18
75
92
56
34
52
0.013313
ZTNO
2003-02-21T00:00:00
50
94
80
88
7
26
18
87
76
76
69
92
94
73
29
70
26
98
84
19
74
93
59
34
52
-0.078921
ZTNO
2003-02-28T00:00:00
49
92
80
88
7
24
15
58
75
75
75
92
94
69
18
76
26
98
84
16
77
93
58
34
52
0.028561
ZTNO
2003-03-07T00:00:00
50
89
80
88
7
28
45
71
74
74
89
92
94
64
34
76
26
98
84
32
78
97
60
34
52
-0.027768
ZTNO
2003-03-14T00:00:00
50
93
80
87
7
50
88
37
73
73
73
92
94
71
34
77
26
98
84
72
79
97
57
34
52
0.014264
ZTNO
2003-03-21T00:00:00
51
91
81
87
7
49
86
92
70
70
84
92
94
67
32
77
26
98
84
71
79
95
46
34
52
-0.056318
ZTNO
2003-03-28T00:00:00
19
91
29
40
7
35
60
78
64
64
91
92
91
65
28
43
24
98
85
47
78
95
43
34
52
0
ZTNO
2003-04-04T00:00:00
20
91
29
40
8
42
67
21
71
71
89
92
90
68
27
76
24
98
87
55
66
95
45
34
52
0.089519
ZTNO
2003-04-11T00:00:00
20
92
29
40
8
47
66
84
73
73
90
92
90
66
30
76
24
98
87
57
59
93
43
34
52
-0.082164
ZTNO
2003-04-18T00:00:00
20
91
29
40
8
29
23
15
79
79
78
92
90
64
33
76
24
98
87
23
57
91
44
34
52
0.119394
ZTNO
2003-04-25T00:00:00
20
91
29
40
8
38
31
23
77
77
68
92
90
70
30
76
24
98
88
32
48
91
47
34
52
0.040001
ZTNO
2003-05-02T00:00:00
20
94
29
40
8
38
31
66
75
75
50
92
90
76
38
77
24
98
88
32
79
95
57
34
52
-0.038463
ZTNO
2003-05-09T00:00:00
19
91
29
40
8
44
44
43
73
73
31
92
88
69
35
78
24
98
88
42
82
93
53
34
52
0.040001
ZTNO
2003-05-16T00:00:00
13
92
30
39
9
23
13
8
83
83
43
91
95
62
28
79
23
99
91
14
22
23
4
34
52
0.217945
ZTNO
2003-05-23T00:00:00
13
93
30
40
9
27
17
3
83
83
31
91
95
73
12
79
23
99
92
18
5
22
5
34
52
0.13683
ZTNO
2003-05-30T00:00:00
13
94
30
40
9
39
71
12
81
81
30
91
95
74
12
79
23
99
92
56
6
29
4
34
52
0.046313
ZTNO
2003-06-06T00:00:00
13
92
31
40
9
29
18
64
82
82
41
91
95
65
20
79
24
99
92
20
6
25
4
34
52
-0.061956
ZTNO
2003-06-13T00:00:00
13
94
31
40
10
50
77
80
82
82
32
91
95
71
28
79
24
99
92
67
7
27
3
34
52
-0.028303
ZTNO
2003-06-20T00:00:00
12
93
30
41
10
59
79
60
79
79
36
92
95
68
26
79
24
99
92
73
8
34
4
34
52
0.009717
ZTNO
2003-06-27T00:00:00
12
92
30
41
11
31
37
49
78
78
43
91
95
62
34
79
24
99
92
30
17
46
3
34
52
0
ZTNO
2003-07-04T00:00:00
13
91
30
41
11
46
53
12
79
79
39
91
95
67
30
79
23
99
92
49
34
52
3
34
52
0.105765
ZTNO
2003-07-11T00:00:00
12
93
30
41
11
69
91
58
79
79
39
91
95
67
27
79
23
99
92
84
63
54
3
34
52
-0.026088
ZTNO
2003-07-18T00:00:00
12
92
30
41
11
87
96
39
77
77
45
92
95
66
32
82
23
99
92
94
67
52
4
34
52
0
ZTNO
2003-07-25T00:00:00
12
92
30
40
11
89
93
71
72
72
46
92
95
66
26
82
23
99
92
94
85
57
3
34
52
-0.017851
ZTNO
2003-08-01T00:00:00
13
88
28
40
10
79
73
1
91
91
38
89
95
72
9
82
23
99
93
80
90
19
28
34
52
0.45453
ZTNO
2003-08-08T00:00:00
13
92
30
39
10
73
55
78
94
94
32
91
95
76
34
83
23
99
92
66
92
10
45
34
52
-0.281246
ZTNO
2003-08-15T00:00:00
11
93
31
75
10
74
58
40
94
94
31
91
94
79
48
70
23
98
82
69
91
10
47
34
52
0.086946
ZTNO
2003-08-22T00:00:00
11
90
31
74
11
77
59
42
94
94
41
90
94
71
33
69
23
98
82
71
91
10
46
34
52
0.056009
ZTNO
2003-08-29T00:00:00
11
92
31
74
11
84
86
68
93
93
35
91
94
76
40
86
23
98
82
88
93
12
44
34
52
-0.045456
ZTNO
2003-09-05T00:00:00
11
91
30
74
12
73
61
8
93
93
36
90
94
77
7
86
23
98
83
70
92
12
45
34
52
0.142862
ZTNO
2003-09-12T00:00:00
11
90
31
74
12
76
67
16
92
92
35
90
94
78
10
86
23
98
83
75
90
12
53
20
57
0.08332
ZTNO
2003-09-19T00:00:00
12
85
29
74
11
69
51
1
94
94
45
89
94
70
6
86
23
98
85
62
68
11
54
10
55
0.282059
ZTNO
2003-09-26T00:00:00
13
81
27
74
7
96
99
1
93
93
37
87
94
75
2
86
23
98
85
99
87
14
55
13
44
0.254998
ZTNO
2003-10-03T00:00:00
12
87
29
74
8
74
41
71
95
95
41
89
94
73
13
86
23
98
84
59
93
9
57
17
39
-0.254975
ZTNO
2003-10-10T00:00:00
12
88
29
74
7
82
68
78
95
95
32
90
94
80
22
86
23
98
84
78
94
11
67
16
37
0
ZTNO
2003-10-17T00:00:00
12
87
29
74
7
85
82
52
93
93
56
90
94
71
33
87
23
98
85
87
94
9
67
16
39
0.042778
ZTNO
2003-10-24T00:00:00
12
86
29
73
7
79
42
52
93
93
58
90
94
69
26
87
23
98
85
63
94
9
66
15
38
-0.03077
ZTNO
2003-10-31T00:00:00
13
79
27
73
5
89
89
1
94
94
45
86
94
76
10
86
23
98
85
92
90
6
68
33
33
0.534395
ZTNO
2003-11-07T00:00:00
12
81
28
72
5
92
83
33
94
94
54
87
94
71
3
87
24
98
85
90
92
6
67
36
34
-0.07931
ZTNO
2003-11-14T00:00:00
70
81
62
42
5
97
99
8
94
94
30
87
95
51
3
86
23
97
95
99
92
5
67
35
34
0.029961
ZTNO
2003-11-21T00:00:00
67
81
62
42
4
100
100
10
94
94
18
86
95
51
3
85
23
97
95
100
93
5
69
31
33
0.058178
ZTNO
2003-11-28T00:00:00
67
81
62
42
4
96
61
12
93
93
26
86
95
50
14
85
24
97
95
82
92
12
94
27
20
0.030929
ZTNO
2003-12-05T00:00:00
64
79
61
42
3
94
55
3
93
93
15
86
95
50
3
85
23
97
95
78
92
11
95
27
20
0.096668
ZTNO
2003-12-12T00:00:00
59
75
60
42
3
94
70
2
92
92
24
84
95
50
2
85
23
96
95
85
92
14
95
28
18
0.145895
ZTNO
2003-12-19T00:00:00
60
76
61
43
3
93
60
24
92
92
30
85
95
50
16
85
23
96
95
80
94
13
96
31
18
-0.045093
ZTNO
2003-12-26T00:00:00
61
77
61
43
3
99
100
28
91
91
21
85
95
50
19
85
23
96
95
100
93
13
96
31
17
0.00556
ZTNO
2004-01-02T00:00:00
60
76
61
43
2
98
90
43
91
91
25
85
95
51
28
85
23
96
95
96
94
10
92
30
18
0.019333
ZTNO
2004-01-09T00:00:00
56
73
60
42
2
98
95
5
86
86
16
84
95
50
8
85
23
96
95
98
96
7
91
27
31
0.192411
ZTNO
2004-01-16T00:00:00
52
65
58
43
2
99
98
1
91
91
44
81
95
41
2
85
23
95
95
99
95
5
85
23
17
0.361367
ZTNO
2004-01-23T00:00:00
52
65
58
42
2
99
95
6
91
91
36
81
95
41
17
85
23
95
95
98
96
7
88
26
14
0.025039
ZTNO
2004-01-30T00:00:00
55
69
59
42
2
99
99
75
93
93
51
83
95
41
26
85
23
96
95
100
92
4
88
26
19
-0.213355
ZTNO
2004-02-06T00:00:00
54
70
59
42
1
100
99
72
93
93
37
83
95
41
21
85
23
96
95
100
92
4
85
25
21
0.016562
ZTNO
2004-02-13T00:00:00
52
65
58
42
1
100
97
10
93
93
39
82
95
42
19
85
23
95
95
100
89
9
85
22
15
0.201633
ZTNO
2004-02-20T00:00:00
54
69
59
42
1
100
94
77
94
94
54
83
95
43
50
84
23
95
95
98
90
6
89
24
19
-0.166103