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
ZLTQ
2012-02-17T00:00:00
26
79
14
8
10
18
6
69
53
53
26
55
5
10
52
79
74
71
36
10
44
38
37
38
44
0.008029
ZLTQ
2012-02-24T00:00:00
26
79
14
8
10
19
8
56
52
52
27
55
5
9
52
79
74
71
36
11
44
38
37
38
44
-0.002655
ZLTQ
2012-03-02T00:00:00
27
79
14
8
10
27
31
78
48
48
38
55
5
3
52
79
74
71
36
25
44
38
37
38
44
-0.041704
ZLTQ
2012-03-09T00:00:00
26
81
14
8
10
11
3
100
91
91
16
63
5
15
52
79
74
73
36
5
44
38
37
38
44
-0.37963
ZLTQ
2012-03-16T00:00:00
14
50
13
24
10
14
13
98
90
90
32
61
5
4
52
79
18
70
36
10
44
38
37
38
44
-0.007463
ZLTQ
2012-03-23T00:00:00
13
56
12
24
10
11
6
100
90
90
32
63
5
41
52
79
18
70
36
6
44
38
37
38
44
-0.141353
ZLTQ
2012-03-30T00:00:00
14
54
13
24
10
10
9
75
91
91
36
62
5
42
52
79
18
70
36
7
44
38
37
38
44
0.08056
ZLTQ
2012-04-06T00:00:00
14
53
13
24
10
10
13
80
90
90
72
62
5
13
52
79
18
70
36
7
44
38
37
38
44
-0.019449
ZLTQ
2012-04-13T00:00:00
14
53
13
24
10
10
13
69
89
89
72
62
5
10
52
79
18
70
36
8
44
38
37
38
44
-0.038017
ZLTQ
2012-04-20T00:00:00
14
55
13
23
10
12
24
86
88
88
95
63
5
15
52
79
18
70
36
14
44
38
37
38
44
-0.024055
ZLTQ
2012-04-27T00:00:00
14
51
13
24
10
11
16
14
90
90
100
62
5
4
52
79
18
70
36
10
44
38
37
38
44
0.123239
ZLTQ
2012-05-04T00:00:00
14
53
13
25
10
2
1
66
90
90
100
62
5
6
52
79
17
71
36
1
44
38
37
38
44
-0.092476
ZLTQ
2012-05-11T00:00:00
9
52
2
10
10
2
1
55
89
89
38
63
5
40
52
79
6
73
36
1
44
38
37
38
44
-0.005181
ZLTQ
2012-05-18T00:00:00
9
52
20
10
10
1
1
82
82
82
90
63
5
2
52
79
6
74
36
1
44
38
37
38
44
-0.097222
ZLTQ
2012-05-25T00:00:00
8
57
6
10
10
2
1
97
83
83
56
65
5
22
52
79
6
74
36
1
44
38
37
38
44
-0.117308
ZLTQ
2012-06-01T00:00:00
8
60
2
10
10
2
4
95
80
80
35
66
5
40
52
79
6
74
36
2
44
38
37
38
44
-0.056645
ZLTQ
2012-06-08T00:00:00
8
59
20
10
10
2
5
97
74
74
89
67
5
3
52
79
6
75
36
2
44
38
37
38
44
-0.023095
ZLTQ
2012-06-15T00:00:00
8
53
3
10
10
2
7
7
91
91
39
64
5
35
52
79
6
74
36
3
44
38
37
38
44
0.276596
ZLTQ
2012-06-22T00:00:00
8
50
18
10
10
4
47
5
91
91
87
63
5
5
52
79
6
74
36
23
44
38
37
38
44
0.07037
ZLTQ
2012-06-29T00:00:00
8
51
14
10
27
4
27
36
90
90
78
64
5
6
52
79
6
74
36
13
77
60
100
13
20
-0.031142
ZLTQ
2012-07-06T00:00:00
8
52
4
10
31
5
30
33
89
89
43
64
5
9
52
79
6
74
36
15
68
51
99
15
12
0.010714
ZLTQ
2012-07-13T00:00:00
8
55
12
10
12
5
20
88
89
89
72
65
5
6
52
79
6
74
36
10
50
59
97
16
18
-0.125442
ZLTQ
2012-07-20T00:00:00
8
55
19
10
6
2
5
59
89
89
85
65
5
3
52
79
6
74
36
3
44
59
97
17
21
0.020202
ZLTQ
2012-07-27T00:00:00
8
58
5
10
28
3
5
94
88
88
52
66
5
8
52
79
6
74
36
3
44
60
98
14
19
-0.081188
ZLTQ
2012-08-03T00:00:00
8
55
10
10
15
3
4
38
88
88
65
65
5
6
52
79
6
74
36
3
24
44
98
18
24
0.064655
ZLTQ
2012-08-10T00:00:00
11
50
4
13
31
10
71
11
88
88
85
65
5
8
52
79
10
72
36
38
21
40
97
18
21
0.123482
ZLTQ
2012-08-17T00:00:00
11
48
21
13
4
17
86
17
87
87
82
65
5
2
52
79
10
72
36
50
12
38
96
16
32
0.01982
ZLTQ
2012-08-24T00:00:00
10
52
20
14
4
12
75
86
85
85
83
67
5
3
52
79
10
72
36
41
12
44
96
17
40
-0.116608
ZLTQ
2012-08-31T00:00:00
10
51
19
13
5
11
84
40
85
85
81
66
5
3
52
79
10
72
36
47
10
36
96
23
42
0.06
ZLTQ
2012-09-07T00:00:00
10
51
5
13
28
6
21
28
84
84
42
65
5
8
52
79
10
72
36
11
11
38
96
25
42
0.045283
ZLTQ
2012-09-14T00:00:00
10
49
6
13
25
8
34
7
84
84
45
64
5
7
52
79
10
72
36
18
10
43
93
34
39
0.088448
ZLTQ
2012-09-21T00:00:00
10
47
4
13
34
5
10
8
80
80
36
64
5
9
52
79
10
72
36
6
8
24
89
23
39
0.043118
ZLTQ
2012-09-28T00:00:00
10
50
1
14
45
9
29
82
84
84
28
66
5
10
52
79
10
72
36
16
8
27
90
26
41
-0.103339
ZLTQ
2012-10-05T00:00:00
11
47
1
14
46
19
77
3
87
87
35
63
5
10
52
79
10
71
36
46
5
14
96
39
33
0.148936
ZLTQ
2012-10-12T00:00:00
11
45
19
14
6
21
77
13
86
86
100
63
5
3
52
79
10
71
36
48
6
12
95
38
40
-0.012346
ZLTQ
2012-10-19T00:00:00
11
46
12
14
14
9
17
32
85
85
93
63
5
5
4
79
10
71
36
11
5
12
94
38
39
-0.01875
ZLTQ
2012-10-26T00:00:00
11
48
7
14
25
14
57
81
85
85
83
64
5
6
2
79
10
71
36
32
5
12
93
38
38
-0.052548
ZLTQ
2012-11-02T00:00:00
11
51
16
14
8
19
80
97
85
85
98
66
5
3
3
79
10
72
36
48
8
18
93
38
41
-0.094118
ZLTQ
2012-11-09T00:00:00
13
53
3
12
37
34
93
96
85
85
86
67
5
7
4
79
13
70
36
66
8
16
87
39
40
-0.109462
ZLTQ
2012-11-16T00:00:00
13
53
17
11
9
50
95
95
83
83
100
67
5
2
5
79
13
70
36
77
25
13
64
57
5
-0.077083
ZLTQ
2012-11-23T00:00:00
14
52
14
11
15
25
33
66
85
85
99
67
5
3
3
79
13
70
36
25
24
12
62
60
7
0.083521
ZLTQ
2012-11-30T00:00:00
14
54
3
11
51
63
94
82
82
82
88
68
5
7
4
79
13
71
36
82
20
15
62
58
7
-0.0125
ZLTQ
2012-12-07T00:00:00
14
54
12
11
21
64
94
88
80
80
97
68
5
3
6
79
13
71
36
83
17
19
63
59
8
-0.044304
ZLTQ
2012-12-14T00:00:00
14
54
11
11
25
58
83
72
74
74
97
68
5
4
6
79
13
71
36
74
17
19
64
59
6
0.013245
ZLTQ
2012-12-21T00:00:00
14
52
13
11
18
43
51
14
80
80
99
67
5
3
6
79
13
70
36
45
21
23
59
59
8
0.091503
ZLTQ
2012-12-28T00:00:00
13
55
7
11
34
18
14
90
82
82
94
69
5
4
6
79
13
71
36
13
16
20
55
58
5
-0.105788
ZLTQ
2013-01-04T00:00:00
13
55
6
11
39
10
12
71
81
81
90
68
5
5
9
79
13
71
36
8
16
16
40
58
8
0.058036
ZLTQ
2013-01-11T00:00:00
13
53
15
11
15
12
7
37
80
80
98
68
5
9
11
79
13
70
36
8
16
12
30
57
8
0.044304
ZLTQ
2013-01-18T00:00:00
13
60
5
11
46
16
11
98
82
82
79
70
5
12
21
79
13
71
36
11
14
10
30
57
11
-0.115152
ZLTQ
2013-01-25T00:00:00
13
58
11
11
26
17
10
79
81
81
92
69
5
9
16
79
13
71
36
11
11
9
32
57
10
0.02968
ZLTQ
2013-02-01T00:00:00
13
59
15
11
17
13
10
96
80
80
98
70
5
8
25
79
13
71
36
9
13
34
37
58
31
-0.039911
ZLTQ
2013-02-08T00:00:00
12
61
17
11
13
12
14
97
81
81
99
71
5
7
31
79
12
72
36
10
11
32
39
61
22
-0.069284
ZLTQ
2013-02-15T00:00:00
12
67
3
12
51
18
61
99
82
82
79
72
5
13
43
79
12
72
36
35
16
50
45
69
15
-0.101737
ZLTQ
2013-02-22T00:00:00
12
66
6
12
44
12
12
83
81
81
86
72
5
12
38
79
13
72
36
10
21
16
51
81
39
0.016575
ZLTQ
2013-03-01T00:00:00
13
59
2
12
58
10
14
7
88
88
83
70
5
15
26
79
13
71
36
9
70
15
80
76
24
0.214674
ZLTQ
2013-03-08T00:00:00
13
62
17
12
13
13
51
68
88
88
100
71
5
9
69
79
13
71
36
27
77
19
86
74
21
-0.087248
ZLTQ
2013-03-15T00:00:00
11
61
10
10
30
7
4
81
87
87
62
72
5
11
79
79
13
76
36
4
79
20
87
75
28
-0.031863
ZLTQ
2013-03-22T00:00:00
11
62
20
10
12
8
8
90
87
87
85
72
5
8
91
79
13
76
36
6
62
25
92
76
25
-0.022785
ZLTQ
2013-03-29T00:00:00
11
65
2
10
63
8
4
78
86
86
34
72
5
16
80
79
13
76
36
4
66
24
92
74
22
-0.010363
ZLTQ
2013-04-05T00:00:00
11
66
13
10
26
7
3
97
87
87
70
73
5
11
86
79
13
76
36
3
60
17
91
77
18
-0.115183
ZLTQ
2013-04-12T00:00:00
12
64
21
10
12
5
2
66
87
87
52
72
5
7
85
79
13
76
36
3
63
26
91
72
19
0.06213
ZLTQ
2013-04-19T00:00:00
12
56
17
10
16
5
4
3
90
90
44
70
5
7
53
79
13
75
36
3
95
72
93
45
18
0.211699
ZLTQ
2013-04-26T00:00:00
11
56
4
10
54
15
75
4
89
89
6
70
5
13
40
79
13
76
36
44
94
71
93
46
17
0.057471
ZLTQ
2013-05-03T00:00:00
11
62
3
10
56
7
22
78
89
89
4
72
5
13
58
79
13
77
36
12
95
77
94
58
11
-0.145652
ZLTQ
2013-05-10T00:00:00
10
57
3
10
58
6
13
13
90
90
3
70
5
16
33
79
13
77
36
7
95
74
91
62
17
0.160305
ZLTQ
2013-05-17T00:00:00
10
53
13
11
26
7
12
7
89
89
15
69
5
11
19
79
13
77
36
8
95
72
92
58
17
0.085526
ZLTQ
2013-05-24T00:00:00
10
51
11
11
30
7
18
3
89
89
13
69
5
12
35
79
13
77
36
10
96
65
92
46
27
0.058586
ZLTQ
2013-05-31T00:00:00
10
52
9
11
36
5
5
18
88
88
11
69
5
13
30
79
13
77
36
4
95
66
92
55
20
-0.009542
ZLTQ
2013-06-07T00:00:00
10
51
12
11
28
6
10
11
88
88
14
68
5
12
22
79
13
77
36
6
97
69
91
49
19
0.025048
ZLTQ
2013-06-14T00:00:00
10
48
10
11
32
25
88
3
86
86
11
67
5
12
7
79
13
77
36
57
99
70
87
14
22
0.088346
ZLTQ
2013-06-21T00:00:00
10
45
12
11
28
31
89
4
85
85
14
67
5
12
5
79
13
76
36
61
100
70
89
11
28
0.037997
ZLTQ
2013-06-28T00:00:00
11
44
17
11
17
10
22
3
83
83
20
66
5
10
4
79
13
76
36
13
100
73
88
15
26
0.063228
ZLTQ
2013-07-05T00:00:00
10
47
5
11
54
28
87
51
84
84
5
67
5
15
4
79
13
76
36
59
100
79
86
11
32
-0.037559
ZLTQ
2013-07-12T00:00:00
10
48
8
11
45
42
94
76
81
81
8
67
5
22
6
79
13
77
36
71
100
78
86
12
25
-0.014634
ZLTQ
2013-07-19T00:00:00
10
50
4
11
58
54
97
86
77
77
4
68
5
23
5
79
13
77
36
80
100
84
94
8
22
-0.028053
ZLTQ
2013-07-26T00:00:00
10
47
16
11
19
52
95
39
75
75
24
68
5
17
6
79
13
76
36
77
100
85
94
7
24
0.042445
ZLTQ
2013-08-02T00:00:00
16
40
11
40
31
57
95
2
91
91
35
63
5
16
2
79
15
97
36
79
99
87
92
19
20
0.34202
ZLTQ
2013-08-09T00:00:00
15
42
15
36
19
66
98
30
91
91
31
65
5
16
2
79
15
97
36
86
99
87
88
17
20
-0.095874
ZLTQ
2013-08-16T00:00:00
15
44
21
36
12
70
98
68
91
91
81
66
5
15
3
79
15
97
36
88
99
86
88
23
18
-0.087248
ZLTQ
2013-08-23T00:00:00
15
43
15
35
18
74
99
30
91
91
73
65
5
17
3
79
15
97
36
90
99
88
88
22
16
0.075
ZLTQ
2013-08-30T00:00:00
15
40
5
35
48
69
88
3
91
91
41
63
5
22
2
79
15
97
36
82
99
81
93
19
18
0.093023
ZLTQ
2013-09-06T00:00:00
15
40
12
35
24
67
61
5
90
90
65
63
5
18
2
79
15
96
36
66
99
85
95
18
18
0.035044
ZLTQ
2013-09-13T00:00:00
15
40
8
35
36
61
41
36
89
89
52
63
5
20
3
79
15
97
36
51
99
87
99
18
15
-0.003628
ZLTQ
2013-09-20T00:00:00
16
37
12
35
25
70
64
3
90
90
63
61
5
19
2
79
15
96
36
71
99
93
100
32
17
0.165049
ZLTQ
2013-09-27T00:00:00
16
39
3
35
53
88
99
41
90
90
87
62
5
24
4
79
15
96
36
96
99
92
99
37
12
-0.0625
ZLTQ
2013-10-04T00:00:00
16
38
11
35
27
85
95
15
89
89
94
62
5
20
2
79
15
96
36
93
99
91
99
38
12
0.026667
ZLTQ
2013-10-11T00:00:00
16
38
9
35
31
84
63
41
86
86
85
62
5
20
3
79
15
96
36
78
99
86
98
41
6
0.00974
ZLTQ
2013-10-18T00:00:00
16
38
3
35
48
89
91
26
84
84
68
62
5
22
3
79
14
96
36
93
99
87
96
41
10
0.028939
ZLTQ
2013-10-25T00:00:00
16
39
20
35
8
95
98
76
83
83
99
62
5
15
6
10
14
96
10
98
99
84
97
38
8
-0.044792
ZLTQ
2013-11-01T00:00:00
18
35
11
71
20
95
97
1
93
93
89
57
5
16
5
14
16
95
12
98
98
74
88
27
30
0.393675
ZLTQ
2013-11-08T00:00:00
19
31
12
69
14
94
88
1
94
94
94
53
5
17
1
13
16
94
12
94
97
78
75
33
21
0.252739
ZLTQ
2013-11-15T00:00:00
19
31
22
69
4
97
99
5
93
93
100
53
5
21
1
95
16
94
21
99
95
75
61
37
29
0.022486
ZLTQ
2013-11-22T00:00:00
19
31
20
69
5
96
92
6
93
93
100
53
5
21
1
95
16
94
21
96
93
73
56
37
16
0.02077
ZLTQ
2013-11-29T00:00:00
19
30
4
68
30
95
91
6
92
92
87
53
5
29
3
95
16
94
21
95
95
75
56
37
17
0.049671
ZLTQ
2013-12-06T00:00:00
19
30
5
69
23
96
89
4
91
91
89
52
5
27
2
94
16
94
23
95
94
76
52
36
15
0.049601
ZLTQ
2013-12-13T00:00:00
19
30
20
69
4
95
84
24
91
91
100
53
5
21
2
94
17
94
22
92
96
88
47
32
20
-0.032048
ZLTQ
2013-12-20T00:00:00
19
30
9
69
15
94
51
26
90
90
94
53
5
26
5
94
17
94
24
77
96
92
43
32
16
0.029742
ZLTQ
2013-12-27T00:00:00
19
30
14
69
6
100
100
33
90
90
98
53
5
26
4
94
17
94
24
100
91
83
44
47
26
0.018529
ZLTQ
2014-01-03T00:00:00
19
30
16
69
5
100
100
63
89
89
98
53
5
23
8
94
17
94
23
100
91
81
40
46
25
-0.018727
ZLTQ
2014-01-10T00:00:00
19
28
4
69
22
100
100
4
88
88
77
50
5
27
3
94
17
94
26
100
85
76
26
37
20
0.166848