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
ZUMZ
2005-12-30T00:00:00
73
5
7
95
8
86
88
8
39
39
83
43
31
88
52
60
32
9
45
90
52
59
57
53.5
68
0.045729
ZUMZ
2006-01-06T00:00:00
72
4
20
95
8
89
88
5
43
43
96
42
31
88
52
60
32
42
45
92
52
59
57
53.5
68
0.08422
ZUMZ
2006-01-13T00:00:00
70
4
13
95
11
93
92
7
42
42
86
42
31
20
52
60
32
27
45
95
39
3
36
62
76
0.060179
ZUMZ
2006-01-20T00:00:00
70
4
15
95
15
91
89
9
40
40
86
41
31
18
52
60
32
31
45
93
47
2
31
44
79
0.022343
ZUMZ
2006-01-27T00:00:00
70
4
7
95
30
96
97
55
45
45
71
42
31
18
52
60
32
8
45
98
41
1
47
33
79
-0.025989
ZUMZ
2006-02-03T00:00:00
70
4
7
95
29
97
95
28
41
41
73
42
31
18
52
60
32
11
45
98
40
1
53
30
78
0.021831
ZUMZ
2006-02-10T00:00:00
70
4
11
95
22
94
86
70
43
43
79
42
31
19
52
60
32
20
45
93
32
1
55
42
75
-0.032443
ZUMZ
2006-02-17T00:00:00
70
4
26
95
4
94
86
69
40
40
99
43
31
21
52
60
32
58
45
93
31
1
56
37
76
-0.002045
ZUMZ
2006-02-24T00:00:00
69
4
19
95
11
96
95
26
39
39
92
42
31
21
52
60
32
40
45
97
31
1
72
30
71
0.044868
ZUMZ
2006-03-03T00:00:00
68
3
14
95
16
97
97
11
41
41
88
41
31
21
52
60
32
30
45
98
29
1
78
31
69
0.059804
ZUMZ
2006-03-10T00:00:00
67
3
16
94
14
98
96
5
38
38
91
41
31
22
52
60
32
34
45
98
25
1
89
32
81
0.034413
ZUMZ
2006-03-17T00:00:00
67
3
28
94
4
98
96
25
33
33
100
41
31
24
52
60
32
64
45
98
29
1
88
38
86
0.005545
ZUMZ
2006-03-24T00:00:00
72
4
11
96
19
94
77
8
32
32
90
40
31
24
52
60
32
25
45
89
27
1
86
39
81
0.050516
ZUMZ
2006-03-31T00:00:00
71
4
25
96
4
95
83
14
31
31
100
40
31
25
52
60
33
61
45
92
26
1
85
38
82
0.034541
ZUMZ
2006-04-07T00:00:00
71
3
23
96
5
93
63
13
26
26
99
39
31
24
52
60
32
56
45
82
25
1
84
39
85
0.014566
ZUMZ
2006-04-14T00:00:00
72
4
9
96
21
91
51
41
33
33
83
40
31
22
52
60
32
21
45
75
24
1
90
44
81
-0.021616
ZUMZ
2006-04-21T00:00:00
71
4
7
96
24
93
77
28
26
26
77
39
31
20
52
60
32
16
45
89
25
1
89
34
75
0.036439
ZUMZ
2006-04-28T00:00:00
70
3
16
96
9
95
88
15
22
22
92
39
31
21
52
60
32
40
45
94
24
1
88
39
78
0.034044
ZUMZ
2006-05-05T00:00:00
69
3
7
96
25
97
95
8
27
27
80
38
31
21
94
60
33
15
45
98
19
1
91
34
69
0.071385
ZUMZ
2006-05-12T00:00:00
71
3
26
96
3
96
88
43
41
41
100
38
31
24
76
60
33
65
45
94
21
1
91
32
71
-0.061172
ZUMZ
2006-05-19T00:00:00
72
3
22
96
5
97
94
70
48
48
99
39
31
42
72
60
33
49
45
97
10
1
91
49
64
-0.058428
ZUMZ
2006-05-26T00:00:00
70
2
7
96
23
97
93
8
57
57
92
38
31
43
62
60
33
14
45
97
13
2
91
55
63
0.095841
ZUMZ
2006-06-02T00:00:00
70
2
9
96
20
96
92
17
55
55
93
38
31
43
68
60
33
17
45
96
19
5
94
51
60
0.006819
ZUMZ
2006-06-09T00:00:00
72
3
7
96
23
95
84
79
66
66
92
39
31
43
84
60
33
14
45
92
10
5
95
68
81
-0.107185
ZUMZ
2006-06-16T00:00:00
33
3
4
34
28
95
82
74
65
65
33
38
31
39
75
60
37
4
45
91
8
6
96
76
78
-0.008575
ZUMZ
2006-06-23T00:00:00
33
3
15
34
9
96
90
48
63
63
62
38
31
39
78
60
37
34
45
95
8
7
95
79
79
0.016633
ZUMZ
2006-06-30T00:00:00
33
2
7
33
19
97
93
1
84
84
42
35
31
40
66
60
37
16
45
97
11
8
95
77
85
0.229385
ZUMZ
2006-07-07T00:00:00
33
2
6
33
20
96
81
26
78
78
38
36
31
38
76
60
37
10
45
92
11
4
96
79
87
-0.060953
ZUMZ
2006-07-14T00:00:00
33
3
13
33
9
94
53
80
80
80
59
37
31
60
82
60
37
30
45
78
14
5
95
79
79
-0.119331
ZUMZ
2006-07-21T00:00:00
33
3
9
33
15
99
96
73
80
80
48
37
31
59
83
60
37
18
45
99
13
6
89
81
81
-0.013196
ZUMZ
2006-07-28T00:00:00
33
3
12
33
10
98
92
72
77
77
57
38
31
59
84
60
37
28
45
97
16
6
92
84
73
0.012068
ZUMZ
2006-08-04T00:00:00
33
3
29
32
2
91
40
94
78
78
84
40
31
60
93
60
37
72
45
69
21
5
93
79
78
-0.096358
ZUMZ
2006-08-11T00:00:00
32
4
11
30
11
91
41
98
79
79
53
41
31
63
96
60
37
28
45
69
30
13
68
76
79
-0.118759
ZUMZ
2006-08-18T00:00:00
31
4
18
30
5
92
53
96
77
77
64
42
31
65
96
60
37
43
45
76
34
12
68
81
73
-0.003642
ZUMZ
2006-08-25T00:00:00
31
5
13
30
9
100
99
99
78
78
9
44
31
65
97
60
37
29
45
100
39
11
75
83
69
-0.099106
ZUMZ
2006-09-01T00:00:00
32
6
9
30
13
99
95
97
76
76
6
44
31
65
98
60
37
19
45
99
42
11
78
87
64
-0.011722
ZUMZ
2006-09-08T00:00:00
32
7
5
30
18
90
34
99
66
66
3
45
31
65
98
60
37
9
45
63
45
19
74
89
62
-0.082117
ZUMZ
2006-09-15T00:00:00
34
5
23
23
3
89
42
11
89
89
70
41
31
53
98
60
45
49
45
68
41
27
62
79
59
0.304175
ZUMZ
2006-09-22T00:00:00
34
4
25
23
2
84
37
7
89
89
75
41
31
53
98
60
45
55
45
62
36
30
66
72
60
0.019817
ZUMZ
2006-09-29T00:00:00
34
4
22
23
3
57
13
12
88
88
70
41
31
53
98
60
45
48
45
33
28
31
66
69
65
0.008969
ZUMZ
2006-10-06T00:00:00
34
3
24
23
2
37
6
1
90
90
69
39
31
53
97
60
45
52
45
18
31
31
63
68
76
0.171111
ZUMZ
2006-10-13T00:00:00
34
3
24
23
2
31
5
6
89
89
59
38
31
52
96
60
45
52
45
15
31
35
63
67
76
0.034156
ZUMZ
2006-10-20T00:00:00
34
3
23
23
2
20
3
48
89
89
55
39
31
52
97
60
45
52
45
9
33
51
65
68
73
-0.052905
ZUMZ
2006-10-27T00:00:00
34
3
13
23
8
16
3
19
88
88
51
39
31
52
98
60
45
29
45
7
32
51
65
69
70
0.055215
ZUMZ
2006-11-03T00:00:00
34
3
19
23
4
11
2
38
87
87
55
39
31
51
96
60
45
44
45
4
32
51
65
68
74
-0.013158
ZUMZ
2006-11-10T00:00:00
35
4
4
23
20
43
63
76
87
87
34
40
31
54
93
60
45
2
45
54
31
49
63
61
77
-0.048992
ZUMZ
2006-11-17T00:00:00
35
5
20
23
3
50
80
98
87
87
97
41
31
52
94
60
45
44
45
68
32
49
57
75
67
-0.083795
ZUMZ
2006-11-24T00:00:00
35
5
18
23
4
49
82
94
83
83
96
42
31
60
89
60
45
40
45
69
31
51
57
74
68
-0.002135
ZUMZ
2006-12-01T00:00:00
35
4
4
23
20
93
96
32
83
83
80
40
31
59
81
60
45
1
45
97
38
60
59
81
55
0.069544
ZUMZ
2006-12-08T00:00:00
68
5
6
89
16
93
90
20
82
82
85
40
31
51
68
60
46
10
45
94
38
60
58
81
55
0.035345
ZUMZ
2006-12-15T00:00:00
69
5
21
89
3
86
75
78
78
78
98
41
31
51
87
60
46
48
45
85
43
67
54
83
55
-0.05314
ZUMZ
2006-12-22T00:00:00
69
5
23
89
2
92
87
40
77
77
98
41
31
51
78
60
46
53
45
92
43
70
50
82
55
0.020748
ZUMZ
2006-12-29T00:00:00
69
5
17
89
5
91
78
76
76
76
95
41
31
51
76
60
46
36
45
88
45
70
51
82
58
-0.015661
ZUMZ
2007-01-05T00:00:00
67
4
21
89
3
72
39
3
79
79
97
39
31
49
67
60
46
47
45
56
49
51
66
76
44
0.102573
ZUMZ
2007-01-12T00:00:00
66
4
14
89
6
41
9
3
81
81
89
38
31
42
50
60
46
31
45
22
58
57
60
77
51
0.099478
ZUMZ
2007-01-19T00:00:00
67
4
19
89
4
39
11
38
82
82
93
38
31
41
52
60
46
41
45
21
53
62
62
75
50
-0.053337
ZUMZ
2007-01-26T00:00:00
67
4
28
89
1
60
54
64
80
80
100
39
31
41
57
60
46
68
45
58
55
64
61
70
53
-0.023009
ZUMZ
2007-02-02T00:00:00
67
5
4
89
19
68
69
63
79
79
68
39
31
41
62
60
46
3
45
71
48
54
56
69
57
0.016908
ZUMZ
2007-02-09T00:00:00
66
4
17
89
4
47
32
8
79
79
90
37
31
42
42
60
46
38
45
38
43
57
59
64
56
0.074228
ZUMZ
2007-02-16T00:00:00
66
4
12
88
7
58
61
56
79
79
85
38
31
49
38
60
46
28
45
62
51
54
57
61
49
-0.031233
ZUMZ
2007-02-23T00:00:00
66
4
27
88
1
48
38
20
78
78
100
38
31
49
29
60
46
66
45
41
47
53
55
61
44
0.049073
ZUMZ
2007-03-02T00:00:00
67
4
27
87
1
82
95
82
80
80
100
39
31
51
36
60
46
65
45
92
50
54
56
61
44
-0.096546
ZUMZ
2007-03-09T00:00:00
65
3
18
87
3
90
97
5
83
83
95
37
31
52
26
60
46
42
45
96
53
80
39
48
24
0.112282
ZUMZ
2007-03-16T00:00:00
64
3
27
86
1
83
83
3
82
82
100
36
31
55
16
60
46
66
45
86
60
91
35
57
28
0.061976
ZUMZ
2007-03-23T00:00:00
63
2
13
86
7
78
62
5
80
80
93
36
31
55
9
60
46
27
45
74
59
92
33
55
32
0.057849
ZUMZ
2007-03-30T00:00:00
77
4
28
96
3
74
57
36
79
79
98
36
31
57
14
60
69
47
45
68
59
93
31
55
33
-0.033486
ZUMZ
2007-04-06T00:00:00
76
3
28
96
3
86
89
13
78
78
97
35
31
57
20
60
69
46
45
90
57
93
22
59
38
0.046859
ZUMZ
2007-04-13T00:00:00
78
4
22
96
9
81
61
79
80
80
86
36
31
53
31
60
69
23
45
74
54
95
26
68
29
-0.053571
ZUMZ
2007-04-20T00:00:00
78
4
32
96
1
87
78
81
79
79
100
37
31
51
20
60
70
69
45
86
54
95
45
75
22
-0.010063
ZUMZ
2007-04-27T00:00:00
79
4
22
96
10
74
43
75
77
77
82
37
31
51
18
60
70
20
45
60
52
96
45
69
25
-0.001525
ZUMZ
2007-05-04T00:00:00
79
4
22
96
10
86
94
51
75
75
86
36
31
53
19
60
70
22
45
93
47
97
31
65
31
0.012471
ZUMZ
2007-05-11T00:00:00
81
4
26
96
4
92
98
54
72
72
97
36
31
56
32
38
70
37
39
97
46
97
26
57
37
-0.006285
ZUMZ
2007-05-18T00:00:00
81
4
27
97
4
95
97
46
65
65
98
36
31
62
18
37
70
40
38
98
45
97
28
50
46
0.003036
ZUMZ
2007-05-25T00:00:00
82
4
21
97
13
93
92
70
62
62
94
36
31
63
17
37
70
15
38
95
40
98
23
56
35
-0.015132
ZUMZ
2007-06-01T00:00:00
36
5
22
14
6
94
94
89
57
57
64
37
31
41
19
88
65
33
40
96
42
98
29
62
23
-0.019718
ZUMZ
2007-06-08T00:00:00
36
5
31
14
1
89
56
49
54
54
90
36
31
41
44
88
65
72
40
75
43
98
26
67
23
0.008098
ZUMZ
2007-06-15T00:00:00
36
5
20
14
8
86
39
44
48
48
57
37
31
41
48
6
65
25
26
65
44
99
22
86
6
0.013734
ZUMZ
2007-06-22T00:00:00
37
5
21
14
7
84
35
51
45
45
60
37
31
41
39
6
65
29
26
61
44
100
22
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6
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ZUMZ
2007-06-29T00:00:00
37
5
26
14
3
86
47
76
44
44
77
37
31
41
23
7
65
46
27
69
43
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19
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7
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ZUMZ
2007-07-06T00:00:00
37
5
24
14
4
85
49
26
50
50
73
36
31
41
39
7
64
41
26
69
46
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22
83
6
0.047644
ZUMZ
2007-07-13T00:00:00
36
4
30
14
2
85
54
15
51
51
88
36
31
39
59
7
64
64
26
72
52
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24
82
7
0.034108
ZUMZ
2007-07-20T00:00:00
37
5
27
14
3
80
41
59
56
56
79
36
31
37
56
7
64
49
26
63
46
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26
86
5
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ZUMZ
2007-07-27T00:00:00
37
5
24
14
4
69
24
74
60
60
72
37
31
38
65
7
64
42
25
46
37
93
38
73
11
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ZUMZ
2007-08-03T00:00:00
36
5
22
14
6
76
44
40
57
57
63
36
31
38
70
7
64
31
26
63
43
94
47
66
7
0.019849
ZUMZ
2007-08-10T00:00:00
35
3
30
13
2
72
55
3
75
75
78
34
31
44
82
7
64
64
28
65
55
94
64
44
24
0.145833
ZUMZ
2007-08-17T00:00:00
34
3
27
13
3
69
45
13
72
72
69
34
31
45
85
7
64
46
28
59
54
92
66
44
23
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ZUMZ
2007-08-24T00:00:00
34
3
19
13
10
64
28
2
76
76
47
33
31
45
89
14
64
20
29
45
46
90
82
36
20
0.128068
ZUMZ
2007-08-31T00:00:00
34
2
14
13
17
72
60
3
74
74
2
32
31
45
83
14
64
5
29
68
44
91
73
35
23
0.045455
ZUMZ
2007-09-07T00:00:00
34
3
15
13
17
77
76
47
77
77
2
33
31
45
91
14
64
7
29
79
46
93
49
40
20
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ZUMZ
2007-09-14T00:00:00
40
3
7
77
13
69
46
19
75
75
40
32
31
32
73
48
38
12
30
59
42
99
28
57
22
0.040564
ZUMZ
2007-09-21T00:00:00
40
3
19
77
3
62
31
60
73
73
66
33
31
33
70
48
38
43
29
45
37
99
30
46
18
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ZUMZ
2007-09-28T00:00:00
40
4
11
77
8
72
56
82
74
74
49
33
31
33
64
68
38
25
28
65
52
99
33
55
17
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ZUMZ
2007-10-05T00:00:00
40
3
21
77
2
93
96
38
73
73
68
33
31
33
39
68
38
49
29
97
54
98
34
66
12
0.080009
ZUMZ
2007-10-12T00:00:00
40
3
4
77
17
93
93
13
73
73
44
32
31
32
22
68
38
5
29
96
52
98
31
72
6
0.069491
ZUMZ
2007-10-19T00:00:00
40
4
5
77
15
97
99
87
82
82
47
34
31
32
50
68
38
8
29
99
56
97
33
83
12
-0.150439
ZUMZ
2007-10-26T00:00:00
40
4
8
77
12
98
99
68
80
80
48
33
31
32
29
68
38
16
28
99
55
97
38
80
13
0.034451
ZUMZ
2007-11-02T00:00:00
40
6
3
76
18
95
90
97
83
83
62
36
31
32
66
69
38
1
26
95
61
97
34
61
39
-0.157194
ZUMZ
2007-11-09T00:00:00
42
11
26
76
1
95
94
100
89
89
100
41
31
34
95
67
38
63
21
96
68
86
12
42
73
-0.311644
ZUMZ
2007-11-16T00:00:00
42
10
13
75
6
92
73
87
89
89
93
40
31
34
96
67
39
30
21
86
74
77
14
41
84
0.045542
ZUMZ
2007-11-23T00:00:00
42
10
5
75
14
84
41
71
88
88
84
40
31
34
94
67
39
8
21
65
74
75
12
37
85
0.022694