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
ZSANQ
2019-02-15T00:00:00
2
50
37
4
2
8
6
94
93
93
47
90
64
24
90
23
36
93
94
6
41
35
71
30
33
0.004608
ZSANQ
2019-02-22T00:00:00
3
33
35
4
1
8
6
1
99
99
52
86
64
23
8
45
36
92
96
6
60
39
69
55
26
1.082569
ZSANQ
2019-03-01T00:00:00
3
30
35
4
1
9
8
1
99
99
64
85
64
18
2
74
36
92
96
6
64
42
66
58
28
0.077093
ZSANQ
2019-03-08T00:00:00
3
31
35
4
1
8
5
7
99
99
72
85
64
12
1
74
36
92
96
4
64
40
63
56
27
-0.026585
ZSANQ
2019-03-15T00:00:00
3
31
35
4
1
5
2
25
99
99
66
86
64
19
2
74
36
92
96
2
64
42
66
53
31
0
ZSANQ
2019-03-22T00:00:00
3
30
35
4
1
8
20
5
99
99
67
85
64
18
2
75
36
92
96
10
66
33
66
50
36
0.069328
ZSANQ
2019-03-29T00:00:00
2
22
24
4
1
5
3
67
99
99
44
86
64
21
4
22
55
91
97
2
63
30
67
52
37
-0.062868
ZSANQ
2019-04-05T00:00:00
2
21
24
4
1
5
4
14
99
99
57
85
64
13
5
22
56
91
97
3
63
31
67
51
36
0.067086
ZSANQ
2019-04-12T00:00:00
2
28
26
4
1
4
4
100
99
99
46
88
64
83
38
23
56
91
97
3
73
37
75
37
54
-0.328094
ZSANQ
2019-04-19T00:00:00
2
27
26
4
1
70
99
94
99
99
37
88
64
79
34
22
56
91
97
89
73
36
75
36
53
-0.005848
ZSANQ
2019-04-26T00:00:00
2
25
26
4
1
80
100
47
99
99
19
87
65
84
13
22
55
91
97
93
74
39
73
37
59
0.152941
ZSANQ
2019-05-03T00:00:00
2
27
25
4
1
80
99
74
96
96
26
88
65
80
19
23
54
92
97
93
74
38
72
41
57
-0.071429
ZSANQ
2019-05-10T00:00:00
2
27
24
4
1
75
98
78
96
96
26
88
59
78
33
21
52
92
97
90
73
37
73
42
57
-0.043956
ZSANQ
2019-05-17T00:00:00
2
15
48
6
1
83
98
97
96
96
58
86
54
13
36
12
80
93
93
94
71
34
71
45
60
-0.135057
ZSANQ
2019-05-24T00:00:00
2
16
49
6
1
77
83
96
96
96
42
86
54
20
54
12
79
93
92
84
70
34
71
47
54
-0.093023
ZSANQ
2019-05-31T00:00:00
2
15
48
6
1
83
93
46
96
96
32
86
54
25
45
12
79
93
93
92
74
37
68
45
59
0.076923
ZSANQ
2019-06-07T00:00:00
2
16
48
6
1
13
12
89
96
96
47
86
54
18
50
13
79
93
92
9
76
34
58
45
67
-0.061224
ZSANQ
2019-06-14T00:00:00
2
16
48
6
1
14
12
71
95
95
36
86
54
24
46
13
79
93
93
11
76
34
56
44
67
0.003623
ZSANQ
2019-06-21T00:00:00
2
16
47
6
1
36
28
18
94
94
49
85
54
17
52
13
79
93
93
28
72
27
59
50
62
0.126354
ZSANQ
2019-06-28T00:00:00
2
16
47
6
1
22
19
7
93
93
33
85
54
25
51
13
79
92
94
18
71
27
59
49
62
0.048077
ZSANQ
2019-07-05T00:00:00
2
15
47
6
1
20
23
8
91
91
56
85
54
14
50
13
79
93
94
19
72
27
59
49
63
0.015291
ZSANQ
2019-07-12T00:00:00
2
15
47
6
1
13
17
43
91
91
59
85
55
11
29
15
79
93
94
13
69
23
58
48
67
-0.018072
ZSANQ
2019-07-19T00:00:00
2
16
47
6
1
11
18
43
90
90
34
85
54
45
27
15
79
93
94
13
71
22
52
48
69
-0.006135
ZSANQ
2019-07-26T00:00:00
2
16
48
6
1
17
35
90
91
91
48
86
55
33
79
15
79
93
93
24
73
18
53
50
67
-0.126543
ZSANQ
2019-08-02T00:00:00
2
16
48
6
1
14
9
85
89
89
49
86
54
31
73
14
79
93
94
10
72
15
57
48
67
-0.028269
ZSANQ
2019-08-09T00:00:00
2
16
47
5
1
14
13
75
86
86
42
86
24
37
61
14
79
93
94
12
74
22
62
48
68
-0.007273
ZSANQ
2019-08-16T00:00:00
2
23
38
3
1
21
58
43
85
85
56
85
13
3
45
23
65
94
94
37
71
27
62
49
65
0.014652
ZSANQ
2019-08-23T00:00:00
2
27
40
3
1
25
78
99
92
92
56
87
13
3
89
22
65
94
94
51
80
21
50
49
68
-0.234657
ZSANQ
2019-08-30T00:00:00
2
28
40
3
1
29
82
93
91
91
63
87
13
6
92
40
65
94
94
57
81
21
50
47
68
0.009434
ZSANQ
2019-09-06T00:00:00
2
28
41
3
1
29
69
93
89
89
63
87
13
5
89
40
65
94
94
47
81
23
61
45
68
-0.004673
ZSANQ
2019-09-13T00:00:00
2
29
41
2
1
30
65
95
87
87
69
88
13
2
87
40
65
94
94
46
81
31
63
38
65
-0.046948
ZSANQ
2019-09-20T00:00:00
2
30
41
2
1
17
16
94
86
86
65
88
13
4
88
40
65
95
93
15
81
28
64
43
62
-0.029557
ZSANQ
2019-09-27T00:00:00
2
33
42
3
1
18
14
99
88
88
65
89
13
3
96
40
65
95
94
14
74
30
70
46
61
-0.182741
ZSANQ
2019-10-04T00:00:00
2
29
41
3
1
18
19
18
94
94
69
88
13
2
85
40
65
94
94
16
84
39
64
45
83
0.217391
ZSANQ
2019-10-11T00:00:00
2
33
42
3
4
20
34
95
94
94
43
88
13
11
86
40
65
95
93
24
82
36
60
48
86
-0.147959
ZSANQ
2019-10-18T00:00:00
2
30
41
3
1
9
5
12
95
95
54
88
13
7
82
40
65
95
94
5
80
30
56
49
65
0.149701
ZSANQ
2019-10-25T00:00:00
2
29
40
3
1
11
6
4
95
95
56
87
13
6
70
40
65
94
94
7
79
27
44
53
64
0.135417
ZSANQ
2019-11-01T00:00:00
2
31
41
3
3
12
6
61
95
95
46
87
13
10
87
40
65
94
94
7
97
60
3
46
90
-0.091743
ZSANQ
2019-11-08T00:00:00
2
29
41
3
1
9
4
46
94
94
60
87
7
6
73
43
65
94
95
4
97
61
2
46
89
0.007576
ZSANQ
2019-11-15T00:00:00
1
18
48
4
1
9
5
85
93
93
63
88
11
5
75
26
86
94
95
5
98
61
2
48
88
-0.042607
ZSANQ
2019-11-22T00:00:00
1
21
49
5
1
7
2
94
93
93
60
89
12
7
72
26
86
94
95
3
99
64
3
49
90
-0.141361
ZSANQ
2019-11-29T00:00:00
1
19
49
5
1
13
41
35
94
94
69
88
12
2
64
35
86
94
95
24
96
69
4
50
90
0.140244
ZSANQ
2019-12-06T00:00:00
1
21
49
5
1
10
6
97
93
93
61
89
12
5
69
35
86
94
95
6
97
72
4
44
91
-0.122995
ZSANQ
2019-12-13T00:00:00
1
23
50
5
1
15
49
98
92
92
60
89
12
6
78
34
86
94
94
28
98
77
2
43
92
-0.121951
ZSANQ
2019-12-20T00:00:00
1
23
51
5
1
22
87
97
90
90
68
90
12
2
87
34
86
94
94
55
96
80
1
51
88
-0.041667
ZSANQ
2019-12-27T00:00:00
1
24
51
4
1
12
35
95
89
89
61
90
12
5
79
34
86
94
95
20
95
80
1
51
88
-0.007246
ZSANQ
2020-01-03T00:00:00
1
21
50
5
1
12
55
16
90
90
63
89
12
3
80
34
86
94
95
29
95
77
1
53
82
0.131387
ZSANQ
2020-01-10T00:00:00
1
21
50
5
1
12
21
35
89
89
66
89
12
2
77
34
86
94
95
14
95
77
2
51
83
-0.006452
ZSANQ
2020-01-17T00:00:00
1
23
51
5
2
9
10
83
88
88
19
90
12
9
85
34
86
94
95
8
97
79
5
51
85
-0.048701
ZSANQ
2020-01-24T00:00:00
1
23
51
5
1
12
34
94
88
88
19
90
12
4
82
34
86
95
95
20
98
85
7
49
82
-0.085324
ZSANQ
2020-01-31T00:00:00
1
27
52
5
3
9
7
97
88
88
20
91
12
12
96
34
86
94
95
7
93
82
5
49
86
-0.134328
ZSANQ
2020-02-07T00:00:00
1
35
53
5
3
7
4
100
91
91
20
92
12
11
97
34
86
94
95
4
86
54
2
47
80
-0.292586
ZSANQ
2020-02-14T00:00:00
1
34
54
5
1
7
4
98
91
91
20
92
12
8
93
33
86
94
95
5
84
56
3
47
77
-0.018523
ZSANQ
2020-02-21T00:00:00
1
36
54
5
1
6
4
100
90
90
20
93
12
7
71
32
86
94
95
4
85
51
2
51
77
-0.081202
ZSANQ
2020-02-28T00:00:00
1
32
54
4
1
7
45
51
88
88
22
92
38
3
40
56
86
94
94
20
96
86
7
18
94
-0.014865
ZSANQ
2020-03-06T00:00:00
1
31
54
4
1
7
40
45
87
87
23
92
38
3
39
56
86
94
92
19
97
88
8
18
94
0.013717
ZSANQ
2020-03-13T00:00:00
2
19
53
3
1
6
8
90
88
88
65
88
37
3
31
87
89
93
100
5
77
74
7
33
60
-0.362652
ZSANQ
2020-03-20T00:00:00
2
18
52
4
2
6
6
45
84
84
60
87
37
6
19
87
89
92
100
4
86
85
67
21
80
0.015044
ZSANQ
2020-03-27T00:00:00
2
18
52
4
2
5
4
30
84
84
63
87
37
6
22
87
89
93
99
3
86
87
70
30
74
0.171338
ZSANQ
2020-04-03T00:00:00
2
18
51
4
1
3
1
27
81
81
65
87
37
4
25
87
88
92
99
1
84
86
66
35
71
-0.040561
ZSANQ
2020-04-10T00:00:00
2
18
52
4
3
3
1
50
75
75
53
87
37
7
37
87
88
92
99
1
83
88
58
35
69
0.116724
ZSANQ
2020-04-17T00:00:00
2
17
50
4
1
3
1
7
70
70
73
86
37
3
32
87
88
92
99
2
79
90
57
26
73
0.165
ZSANQ
2020-04-24T00:00:00
2
17
51
4
2
3
5
12
68
68
58
86
37
7
24
87
88
92
99
3
78
90
58
28
73
0.02289
ZSANQ
2020-05-01T00:00:00
2
17
51
4
3
4
22
40
66
66
54
86
37
10
30
88
89
92
99
11
74
89
70
31
70
-0.019461
ZSANQ
2020-05-08T00:00:00
2
15
52
4
2
3
7
15
67
67
64
86
22
10
22
88
89
92
100
4
72
87
67
32
70
0.124827
ZSANQ
2020-05-15T00:00:00
4
24
35
6
1
6
33
8
65
65
73
85
9
1
18
69
74
92
89
18
69
84
62
31
68
0.06036
ZSANQ
2020-05-22T00:00:00
4
25
35
6
2
6
44
26
53
53
72
85
9
2
16
69
74
92
89
23
69
83
61
33
68
0.020433
ZSANQ
2020-05-29T00:00:00
4
24
34
6
2
9
53
5
57
57
70
84
9
3
13
68
74
92
90
30
67
77
56
34
68
0.148502
ZSANQ
2020-06-05T00:00:00
4
24
35
6
2
7
45
51
54
54
74
85
9
1
12
69
74
92
89
24
65
76
57
32
66
0.010204
ZSANQ
2020-06-12T00:00:00
4
25
35
5
4
11
82
66
57
57
69
85
9
6
10
68
74
93
88
46
57
76
70
36
60
-0.090909
ZSANQ
2020-06-19T00:00:00
4
25
36
6
2
13
83
93
61
61
71
86
9
4
10
68
74
93
89
47
52
78
66
37
59
-0.064444
ZSANQ
2020-06-26T00:00:00
4
26
36
6
4
10
69
82
57
57
70
86
9
6
10
51
74
93
88
35
50
80
73
37
63
-0.034442
ZSANQ
2020-07-03T00:00:00
4
26
36
6
6
15
81
84
57
57
69
86
9
7
11
51
74
93
88
47
49
82
82
37
61
0.010332
ZSANQ
2020-07-10T00:00:00
4
26
36
6
9
25
88
63
55
55
67
86
9
9
10
51
74
93
88
57
47
79
83
36
60
-0.001704
ZSANQ
2020-07-17T00:00:00
4
24
36
6
2
21
89
14
59
59
71
86
9
3
8
51
74
93
88
57
48
77
82
36
59
0.117317
ZSANQ
2020-07-24T00:00:00
4
25
37
5
5
32
97
58
60
60
68
86
9
6
9
51
74
93
88
70
48
77
80
36
59
-0.044968
ZSANQ
2020-07-31T00:00:00
4
22
36
5
2
21
78
5
67
67
75
85
9
1
6
52
74
93
88
49
45
71
67
36
57
0.142857
ZSANQ
2020-08-07T00:00:00
5
16
38
6
2
18
60
1
88
88
72
81
10
2
3
36
83
91
26
34
68
65
39
31
64
0.56
ZSANQ
2020-08-14T00:00:00
5
15
38
5
11
11
25
3
88
88
66
81
10
9
2
36
83
91
27
13
67
61
37
33
63
0.051282
ZSANQ
2020-08-21T00:00:00
5
15
38
5
10
14
25
2
88
88
66
80
10
9
2
37
83
90
27
16
64
52
48
33
62
0.085366
ZSANQ
2020-08-28T00:00:00
5
15
38
5
8
13
22
61
88
88
67
81
10
7
3
37
83
91
27
14
64
53
53
32
63
-0.095506
ZSANQ
2020-09-04T00:00:00
4
16
39
5
2
15
31
83
89
89
72
82
11
2
3
37
83
91
26
20
64
56
54
32
63
-0.15528
ZSANQ
2020-09-11T00:00:00
5
16
39
5
5
27
78
30
89
89
69
81
10
5
2
37
84
91
27
54
64
56
52
31
63
0.102941
ZSANQ
2020-09-18T00:00:00
5
15
38
5
2
21
55
5
89
89
71
80
10
2
2
37
84
90
28
36
63
52
50
30
62
0.186667
ZSANQ
2020-09-25T00:00:00
5
15
38
5
2
39
92
12
89
89
73
80
10
2
2
37
84
90
27
69
62
50
41
31
62
-0.044944
ZSANQ
2020-10-02T00:00:00
2
20
43
5
3
72
99
100
94
94
70
88
10
3
26
37
84
93
19
90
77
71
38
20
71
-0.611714
ZSANQ
2020-10-09T00:00:00
2
21
44
5
12
77
100
94
94
94
58
88
10
9
28
37
84
93
20
93
77
72
38
20
71
0.066225
ZSANQ
2020-10-16T00:00:00
2
20
44
5
3
83
100
99
94
94
67
88
11
3
35
37
84
93
19
94
76
75
59
21
68
-0.048025
ZSANQ
2020-10-23T00:00:00
2
26
47
5
14
81
94
100
95
95
50
91
10
10
66
37
84
94
18
91
77
77
80
19
75
-0.352111
ZSANQ
2020-10-30T00:00:00
2
27
46
5
7
68
51
99
94
94
60
92
10
5
75
37
84
94
18
63
77
79
79
19
75
-0.119068
ZSANQ
2020-11-06T00:00:00
1
29
47
5
7
76
84
100
94
94
61
92
5
5
86
37
84
94
17
85
73
72
65
22
74
-0.120816
ZSANQ
2020-11-13T00:00:00
4
40
25
7
9
85
96
26
95
95
58
87
3
7
84
36
44
92
18
93
74
69
53
23
73
0.374437
ZSANQ
2020-11-20T00:00:00
4
38
25
7
14
86
96
14
95
95
55
86
3
10
69
84
45
92
20
94
82
78
45
16
81
0.275274
ZSANQ
2020-11-27T00:00:00
4
36
25
7
4
4
2
17
95
95
64
85
3
4
71
85
45
92
20
2
43
39
11
20
57
0.097745
ZSANQ
2020-12-04T00:00:00
4
38
25
7
4
5
2
35
94
94
65
86
3
3
84
85
45
92
19
2
46
46
8
16
46
-0.037852
ZSANQ
2020-12-11T00:00:00
4
37
24
7
2
7
2
21
93
93
69
86
3
2
87
85
45
92
20
3
58
31
8
15
68
0.035806
ZSANQ
2020-12-18T00:00:00
4
38
25
7
1
3
1
87
93
93
71
87
3
1
90
85
45
92
22
1
49
62
13
16
68
-0.096481
ZSANQ
2020-12-25T00:00:00
4
38
25
7
5
3
1
46
92
92
64
87
3
4
89
85
45
92
23
1
59
35
13
18
45
0.041742
ZSANQ
2021-01-01T00:00:00
4
40
26
7
11
2
1
99
91
91
56
87
3
8
77
85
45
93
20
1
71
18
6
17
42
-0.131368
ZSANQ
2021-01-08T00:00:00
4
35
24
7
4
3
7
4
94
94
63
85
3
4
67
85
45
92
24
3
57
25
3
18
38
0.536752