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
AACC
2013-03-22T00:00:00
36
55
96
44
76
17
54
9
84
84
25
62
67
51
57
29
50
59
77
33
29
17
32
65
68
0.010786
AACC
2013-03-29T00:00:00
36
54
96
44
79
30
80
14
84
84
21
62
67
52
73
29
50
50
77
56
27
19
32
65
70
0.027439
AACC
2013-04-05T00:00:00
36
52
96
43
74
30
78
17
84
84
27
62
67
62
54
29
50
62
77
54
34
32
24
65
75
-0.007418
AACC
2013-04-12T00:00:00
37
57
96
44
88
38
80
67
83
83
19
62
67
60
36
29
50
32
76
60
34
24
24
68
76
-0.028401
AACC
2013-04-19T00:00:00
37
56
96
43
92
26
47
43
82
82
14
62
67
59
26
29
50
19
77
34
45
29
25
62
74
-0.001538
AACC
2013-04-26T00:00:00
37
54
96
45
72
25
49
69
80
80
35
62
23
59
25
27
50
66
59
35
48
30
24
60
75
0
AACC
2013-05-03T00:00:00
38
44
95
35
65
74
99
64
78
78
71
62
35
65
35
28
50
63
79
90
53
33
25
59
78
0.003082
AACC
2013-05-10T00:00:00
39
47
95
40
87
71
93
65
77
77
56
63
34
69
10
28
50
25
80
85
54
34
26
59
78
0.009217
AACC
2013-05-17T00:00:00
39
46
95
41
92
74
95
58
53
53
47
63
34
70
7
28
50
9
80
88
53
36
26
62
79
0.013699
AACC
2013-05-24T00:00:00
39
45
95
41
87
78
95
34
52
52
56
62
33
70
6
28
50
25
80
90
55
33
26
44
87
0.006006
AACC
2013-05-31T00:00:00
39
42
94
41
79
83
95
30
51
51
65
63
33
70
11
28
50
40
80
92
59
34
26
42
87
0.013433
AACC
2013-06-07T00:00:00
39
40
94
41
63
73
68
10
51
51
73
62
33
70
10
28
50
53
81
73
61
39
25
41
83
0.044183
AACC
2013-06-14T00:00:00
40
45
95
41
59
78
73
87
65
65
78
63
33
71
13
96
50
64
81
79
63
45
21
36
85
-0.081805
AACE
1998-01-09T00:00:00
79
45
86
75
86
58
55
49
37
37
64
48
35
50
46
57
76
34
56
70
40
50
43.5
46
69
-0.027733
AACE
1998-01-16T00:00:00
79
45
86
75
86
58
55
55
37
37
60
48
35
50
46
57
76
34
56
70
40
50
43.5
46
69
0.005668
AACE
1998-01-23T00:00:00
79
45
86
75
86
58
55
81
45
45
62
48
35
50
46
57
76
34
56
70
40
50
43.5
46
69
-0.039818
AACE
1998-01-30T00:00:00
79
45
86
75
86
58
55
87
22
22
64
48
35
50
46
57
76
34
56
70
40
50
43.5
46
69
-0.02954
AACE
1998-02-06T00:00:00
36
45
95
36
86
58
55
35
54
54
64
48
35
80
46
57
76
44
56
70
40
50
43.5
46
69
0.073171
AACE
1998-02-13T00:00:00
37
45
95
38
86
58
55
25
45
45
82
48
35
77
46
57
77
73
56
69
40
50
43.5
46
69
0.034091
AACE
1998-02-20T00:00:00
38
45
95
40
86
58
55
64
43
43
82
48
35
76
46
57
77
5
56
71
40
50
43.5
46
69
-0.032967
AACE
1998-02-27T00:00:00
38
45
95
40
86
58
55
5
76
76
85
48
35
76
46
57
77
81
56
69
40
50
43.5
46
69
0.176182
AACE
1998-03-06T00:00:00
38
45
95
40
86
53
53
43
76
76
85
48
35
75
46
57
77
37
56
53
40
50
43.5
46
69
-0.053177
AACE
1998-03-13T00:00:00
38
45
95
40
86
46
46
62
72
72
86
48
35
73
46
57
77
42
56
46
40
50
43.5
46
69
-0.030612
AACE
1998-03-20T00:00:00
39
45
95
39
86
21
21
82
67
67
86
48
35
71
46
57
77
3
56
21
40
50
43.5
46
69
-0.021053
AACE
1998-03-27T00:00:00
39
45
95
39
86
15
16
5
79
79
85
48
35
68
46
57
78
21
56
15
40
50
43.5
46
69
0.182796
AACE
1998-04-03T00:00:00
43
45
95
40
86
54
59
7
76
76
83
48
35
65
46
57
79
19
56
57
40
50
43.5
46
69
0.054545
AACE
1998-04-10T00:00:00
43
45
95
40
86
66
71
5
74
74
84
48
35
65
46
57
78
1
56
69
40
50
43.5
46
69
0.056
AACE
1998-04-17T00:00:00
44
45
95
40
86
43
41
3
76
76
85
48
35
65
46
57
78
43
56
42
40
50
43.5
46
69
0.134731
AACE
1998-04-24T00:00:00
44
45
95
40
86
93
94
28
77
77
54
48
35
65
46
57
78
56
56
94
40
50
43.5
46
69
-0.05036
AACE
1998-05-01T00:00:00
44
45
95
40
86
76
75
54
77
77
72
48
35
65
46
57
78
83
56
76
40
50
43.5
46
69
-0.030303
AACE
1998-05-08T00:00:00
90
45
88
89
86
54
48
54
73
73
82
48
35
67
46
57
78
26
56
51
40
50
43.5
46
69
0
AACE
1998-05-15T00:00:00
92
45
86
91
86
39
31
88
75
75
77
48
35
71
46
57
78
67
56
35
40
50
43.5
46
69
-0.085938
AACE
1998-05-22T00:00:00
92
45
86
91
86
91
93
5
79
79
74
48
35
71
46
57
78
30
56
92
40
50
43.5
46
69
0.136752
AACE
1998-05-29T00:00:00
92
45
86
91
86
92
94
66
81
81
74
48
35
71
46
57
78
38
56
93
40
50
43.5
46
69
-0.071398
AACE
1998-06-05T00:00:00
92
45
87
91
86
95
95
6
78
78
74
48
35
71
46
57
78
45
56
95
40
50
43.5
46
69
0.076888
AACE
1998-06-12T00:00:00
92
45
87
92
86
98
98
27
77
77
73
48
35
71
46
57
78
39
56
98
40
50
43.5
46
69
-0.022556
AACE
1998-06-19T00:00:00
92
45
86
92
86
94
94
18
74
74
73
48
35
71
46
57
78
42
56
94
40
50
43.5
46
69
0.007692
AACE
1998-06-26T00:00:00
92
45
86
92
86
89
80
21
67
67
73
48
35
71
46
57
78
20
56
86
40
50
43.5
46
69
0.026687
AACE
1998-07-03T00:00:00
92
45
86
92
86
88
76
27
63
63
78
48
35
71
46
57
78
18
56
83
40
50
43.5
46
69
0.018618
AACE
1998-07-10T00:00:00
92
45
87
92
86
64
36
5
66
66
94
48
35
71
46
57
78
15
56
50
40
50
43.5
46
69
0.10219
AACE
1998-07-17T00:00:00
92
45
86
92
86
94
95
41
66
66
97
48
35
71
46
57
78
53
56
95
40
50
43.5
46
69
-0.039735
AACE
1998-07-24T00:00:00
92
45
86
92
86
85
58
84
72
72
93
48
35
71
46
57
78
33
56
73
40
50
43.5
46
69
-0.124138
AACE
1998-07-31T00:00:00
92
45
86
92
86
94
94
86
67
67
93
48
35
71
46
57
78
33
56
95
40
50
43.5
46
69
-0.062992
AACE
1998-08-07T00:00:00
92
45
86
92
86
93
90
39
63
63
95
48
35
71
46
57
77
42
56
93
40
50
43.5
46
69
0.042017
AACE
1998-08-14T00:00:00
92
45
86
93
86
92
89
62
60
60
99
48
35
72
46
57
78
70
56
91
40
50
43.5
46
69
-0.056452
AACE
1998-08-21T00:00:00
92
45
86
93
86
92
91
18
59
59
95
48
35
71
46
57
77
44
56
92
40
50
43.5
46
69
0.051282
AACE
1998-08-28T00:00:00
92
45
86
92
86
91
85
36
53
53
97
48
35
71
46
57
77
57
56
89
40
50
43.5
46
69
-0.065041
AACE
1998-09-04T00:00:00
92
45
86
93
86
96
97
57
52
52
96
48
35
71
46
57
77
64
56
97
40
50
43.5
46
69
-0.086957
AACE
1998-09-11T00:00:00
92
45
86
93
86
91
82
43
49
49
81
48
35
78
46
57
77
13
56
88
32
43
85
46
69
0.028571
AACE
1998-09-18T00:00:00
92
45
86
92
99
65
34
64
40
40
77
48
35
78
46
57
77
5
56
50
32
47
86
46
69
-0.009259
AACE
1998-09-25T00:00:00
75
45
86
78
73
60
23
78
37
37
71
48
35
81
46
57
77
81
56
41
30
46
87
46
69
-0.046729
AACE
1998-10-02T00:00:00
74
45
86
77
97
78
52
74
31
31
43
48
35
81
46
57
77
13
56
66
29
49
85
46
69
-0.04902
AACE
1998-10-09T00:00:00
74
45
86
77
78
67
42
36
25
25
22
48
35
44
46
57
77
42
56
55
25
58
94
46
69
-0.005196
AACE
1998-10-16T00:00:00
75
45
86
77
78
82
71
25
27
27
28
48
35
42
46
57
77
43
56
78
24
59
93
46
69
0.077765
AACE
1998-10-23T00:00:00
75
45
86
77
91
80
71
20
30
30
5
48
35
43
46
57
78
7
56
76
22
61
93
46
69
0.096154
AACE
1998-10-30T00:00:00
75
45
86
77
89
67
52
14
32
32
11
48
35
43
46
57
78
16
56
60
17
58
92
46
69
0.105263
AACE
1998-11-06T00:00:00
42
45
92
77
92
70
61
30
29
29
1
48
35
40
46
57
77
1
56
66
14
60
83
46
69
0.031746
AACE
1998-11-13T00:00:00
42
45
91
75
78
71
46
67
31
31
25
48
35
42
46
57
78
44
56
59
17
68
83
46
69
-0.069231
AACE
1998-11-20T00:00:00
44
45
91
75
89
59
30
81
31
31
8
48
35
43
46
57
77
14
56
43
19
73
71
46
69
-0.033058
AACE
1998-11-27T00:00:00
44
45
91
75
84
58
30
85
31
31
18
48
35
42
46
57
76
35
56
43
17
78
75
46
69
-0.02988
AACE
1998-12-04T00:00:00
41
22
90
75
75
72
57
84
31
31
27
46
35
42
46
57
77
53
56
66
9
75
73
46
69
-0.048492
AACE
1998-12-11T00:00:00
40
19
89
75
78
74
67
28
32
32
26
45
35
43
46
57
77
52
56
72
8
72
71
46
69
0.074074
AACE
1998-12-18T00:00:00
40
20
89
75
94
84
76
34
33
33
3
45
35
43
46
57
76
5
56
84
8
75
77
46
69
0
AACE
1998-12-25T00:00:00
41
20
89
76
80
93
88
52
32
32
25
45
35
43
46
57
76
52
56
94
8
80
72
46
69
-0.017241
AACE
1999-01-01T00:00:00
40
20
90
75
89
90
83
36
31
31
18
45
35
43
81
57
76
37
56
90
7
80
68
46
69
0.052632
AACE
1999-01-08T00:00:00
41
22
90
75
79
78
59
84
28
28
31
46
35
47
95
57
76
61
56
72
8
85
73
46
69
-0.05
AACE
1999-01-15T00:00:00
42
26
90
75
87
67
36
91
30
30
30
47
35
38
96
57
76
41
56
52
5
87
77
46
69
-0.070175
AACE
1999-01-22T00:00:00
41
23
90
75
78
58
27
56
30
30
44
47
35
37
96
57
76
63
56
40
2
91
81
46
69
0.037736
AACE
1999-01-29T00:00:00
41
23
90
75
89
46
18
44
28
28
28
46
35
38
96
57
76
39
56
30
1
95
74
46
69
0.018182
AACE
1999-02-05T00:00:00
41
23
90
75
94
66
56
31
26
26
13
46
35
38
96
57
76
18
56
63
1
95
71
46
69
0
AACE
1999-02-12T00:00:00
46
27
91
33
96
65
59
70
26
26
49
46
35
35
97
57
77
7
56
63
2
93
68
46
69
-0.053571
AACE
1999-02-19T00:00:00
46
26
91
34
82
56
47
65
23
23
51
46
35
36
97
57
77
62
56
51
2
93
69
46
69
-0.018868
AACE
1999-02-26T00:00:00
46
27
91
34
91
63
63
58
22
22
56
46
35
36
92
57
77
33
56
65
1
93
69
46
69
-0.004769
AACE
1999-03-05T00:00:00
46
27
91
33
90
45
28
64
25
25
58
46
35
36
92
57
77
38
56
34
2
93
72
46
69
-0.014531
AACE
1999-03-12T00:00:00
46
27
91
33
92
31
16
48
23
23
57
46
35
37
96
57
77
34
56
20
2
93
71
46
69
0.009804
AACE
1999-03-19T00:00:00
47
25
91
34
94
45
32
38
22
22
54
45
35
37
95
57
76
25
56
36
2
96
71
46
69
0.009709
AACE
1999-03-26T00:00:00
47
26
91
34
96
45
44
40
19
19
48
45
35
38
85
57
76
7
56
44
1
94
74
46
69
-0.004769
AACE
1999-04-02T00:00:00
48
22
91
33
90
52
54
31
18
18
63
45
35
40
78
57
76
44
56
54
1
93
72
46
69
0.014454
AACE
1999-04-09T00:00:00
48
23
91
33
95
39
29
33
17
17
82
45
35
39
75
57
76
18
56
31
1
90
76
46
69
0.009524
AACE
1999-04-16T00:00:00
49
25
91
33
93
36
30
54
15
15
85
46
35
33
66
57
76
33
56
30
1
89
69
46
69
-0.004679
AACE
1999-04-23T00:00:00
47
21
91
33
97
41
39
13
25
25
69
45
35
33
59
57
76
7
56
38
4
92
49
46
69
0.118441
AACE
1999-04-30T00:00:00
47
20
91
33
85
38
33
36
24
24
98
45
35
32
68
57
76
72
56
33
5
84
28
46
69
-0.008475
AACE
1999-05-07T00:00:00
47
21
91
33
95
40
44
39
22
22
78
45
35
33
66
57
76
23
56
40
5
89
32
46
69
0
AACE
1999-05-14T00:00:00
97
26
81
95
95
43
56
57
21
21
85
47
35
35
66
57
75
25
56
49
7
96
55
46
69
-0.00212
AACE
1999-05-21T00:00:00
97
27
80
96
98
45
55
53
19
19
82
47
35
38
55
57
74
2
56
50
7
96
58
46
69
0.002124
AACE
1999-05-28T00:00:00
97
26
80
96
95
53
62
47
18
18
88
47
35
55
54
57
74
27
56
59
7
95
55
46
69
-0.008547
AACE
1999-06-04T00:00:00
97
26
80
96
89
57
66
62
18
18
95
47
35
55
47
57
74
51
56
63
11
96
51
46
69
-0.008621
AACE
1999-06-11T00:00:00
97
26
80
96
88
47
49
53
16
16
97
47
35
55
45
57
75
56
56
48
7
97
51
46
69
0
AACE
1999-06-18T00:00:00
97
27
80
96
93
70
84
57
16
16
91
47
35
55
41
57
75
36
56
80
6
93
41
46
69
0
AACE
1999-06-25T00:00:00
97
29
80
96
96
63
75
59
16
16
87
47
35
55
42
57
75
18
56
73
7
91
49
46
69
-0.008696
AACE
1999-07-02T00:00:00
98
31
80
96
97
61
67
77
10
10
85
48
35
56
47
57
75
9
56
67
14
91
48
46
69
-0.008772
AACE
1999-07-09T00:00:00
98
30
80
96
94
58
57
56
10
10
91
48
35
56
37
57
75
35
56
59
30
77
53
46
69
0.013239
AACE
1999-07-16T00:00:00
97
26
80
96
90
56
51
26
12
12
96
48
35
55
31
57
75
53
56
55
20
72
58
46
69
0.056805
AACE
1999-07-23T00:00:00
97
27
80
96
97
58
58
38
12
12
83
48
35
53
48
57
75
13
56
60
15
56
56
46
69
-0.024793
AACE
1999-07-30T00:00:00
97
24
80
96
88
56
45
24
12
12
97
47
35
53
47
57
75
60
56
51
9
59
79
46
69
0.012746
AACE
1999-08-06T00:00:00
97
23
80
96
95
58
50
17
11
11
88
47
35
53
37
57
75
28
56
56
9
52
63
46
69
0.008301
AACE
1999-08-13T00:00:00
97
32
81
97
95
59
48
88
27
27
89
48
35
55
53
57
75
27
56
55
18
39
25
46
69
-0.120303
AACE
1999-08-20T00:00:00
97
27
81
97
90
56
43
46
30
30
96
48
35
57
44
57
75
51
56
50
15
55
22
46
69
0.056604
AACE
1999-08-27T00:00:00
96
24
80
97
97
46
29
20
32
32
84
47
35
58
35
57
75
12
56
36
10
59
20
46
69
0.0625
AACE
1999-09-03T00:00:00
97
23
80
97
90
48
40
26
31
31
93
47
35
58
39
57
75
50
56
44
9
66
19
46
69
-0.004235