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leoschneider
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daytrader-benchmarks

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date
string
timestamp
timestamp[us, tz=America/New_York]
open
float64
high
float64
low
float64
close
float64
volume
int64
vwap
float64
trade_count
int64
2016-01-04
2016-01-04T14:45:00
19.98
19.98
19.98
19.98
501
19.98
2
2016-01-04
2016-01-04T15:00:00
19.86
19.86
19.86
19.86
177
19.86
1
2016-01-04
2016-01-04T18:12:00
20.0115
20.02
20.0115
20.015
400
20.0145
4
2016-01-04
2016-01-04T19:36:00
20.01
20.01
20.01
20.01
500
20.01
2
2016-01-05
2016-01-05T14:30:00
20.24
20.24
20.24
20.24
101
20.24
1
2016-01-05
2016-01-05T14:35:00
20.17
20.17
20.17
20.17
100
20.17
1
2016-01-06
2016-01-06T14:36:00
19.83
19.83
19.83
19.83
200
19.83
2
2016-01-07
2016-01-07T15:42:00
19.48
19.48
19.48
19.48
150
19.48
1
2016-01-07
2016-01-07T18:59:00
19
19
19
19
100
19
1
2016-01-07
2016-01-07T19:58:00
19.1
19.1
19.1
19.1
100
19.1
1
2016-01-07
2016-01-07T20:58:00
19.0499
19.0499
19.0499
19.0499
300
19.0499
1
2016-01-08
2016-01-08T16:42:00
18.83
18.83
18.83
18.83
100
18.83
1
2016-01-08
2016-01-08T19:15:00
18.83
18.83
18.83
18.83
372
18.83
1
2016-01-11
2016-01-11T17:54:00
18.33
18.33
18.33
18.33
1,000
18.33
1
2016-01-11
2016-01-11T20:23:00
18.17
18.17
18.17
18.17
1,000
18.17
1
2016-01-12
2016-01-12T14:30:00
18.33
18.33
18.33
18.33
500
18.33
2
2016-01-12
2016-01-12T14:40:00
18.67
18.67
18.67
18.67
100
18.67
1
2016-01-12
2016-01-12T18:58:00
18.29
18.29
18.29
18.29
400
18.29
2
2016-01-12
2016-01-12T20:26:00
18.435
18.435
18.435
18.435
708
18.435
1
2016-01-13
2016-01-13T14:30:00
18.43
18.43
18.43
18.43
920
18.43
1
2016-01-13
2016-01-13T14:35:00
18.52
18.52
18.52
18.52
100
18.52
1
2016-01-13
2016-01-13T14:37:00
18.53
18.53
18.53
18.53
200
18.53
1
2016-01-13
2016-01-13T14:38:00
18.63
18.63
18.63
18.63
116
18.63
2
2016-01-13
2016-01-13T18:34:00
18.03
18.03
18.03
18.03
280
18.03
1
2016-01-13
2016-01-13T19:57:00
17.8574
17.8574
17.8574
17.8574
100
17.8574
1
2016-01-13
2016-01-13T20:01:00
17.8034
17.8034
17.8034
17.8034
250
17.8034
1
2016-01-13
2016-01-13T20:26:00
17.87
17.87
17.87
17.87
100
17.87
1
2016-01-14
2016-01-14T14:30:00
17.75
17.75
17.75
17.75
280
17.75
1
2016-01-14
2016-01-14T14:38:00
17.58
17.58
17.58
17.58
125
17.58
1
2016-01-14
2016-01-14T16:16:00
17.685
17.685
17.685
17.685
500
17.685
1
2016-01-14
2016-01-14T19:17:00
18.0002
18.0002
18.0002
18.0002
100
18.0002
1
2016-01-14
2016-01-14T19:36:00
18.03
18.03
18.03
18.03
100
18.03
1
2016-01-15
2016-01-15T14:37:00
17.3369
17.3369
17.3369
17.3369
400
17.3369
1
2016-01-15
2016-01-15T15:08:00
17.38
17.38
17.38
17.38
290
17.38
1
2016-01-15
2016-01-15T17:31:00
17.03
17.03
17.03
17.03
110
17.03
1
2016-01-15
2016-01-15T17:34:00
17.005
17.005
17
17
1,300
17.001154
3
2016-01-15
2016-01-15T18:43:00
17.215
17.215
17.215
17.215
500
17.215
1
2016-01-15
2016-01-15T19:47:00
17.2502
17.2502
17.2502
17.2502
100
17.2502
1
2016-01-15
2016-01-15T20:04:00
17.4275
17.4275
17.4275
17.4275
200
17.4275
1
2016-01-15
2016-01-15T20:06:00
17.457
17.457
17.457
17.457
100
17.457
1
2016-01-15
2016-01-15T20:11:00
17.41
17.41
17.41
17.41
200
17.41
2
2016-01-15
2016-01-15T20:16:00
17.36
17.36
17.36
17.36
100
17.36
1
2016-01-15
2016-01-15T20:18:00
17.32
17.32
17.32
17.32
100
17.32
1
2016-01-19
2016-01-19T14:41:00
17.45
17.45
17.45
17.45
577
17.45
1
2016-01-19
2016-01-19T15:50:00
17.5
17.5
17.5
17.5
100
17.5
1
2016-01-20
2016-01-20T14:30:00
16.72
16.72
16.72
16.72
501
16.72
1
2016-01-20
2016-01-20T14:36:00
16.69
16.69
16.68
16.68
300
16.683333
3
2016-01-20
2016-01-20T14:37:00
16.68
16.68
16.68
16.68
100
16.68
1
2016-01-20
2016-01-20T16:49:00
16.41
16.41
16.41
16.41
100
16.41
1
2016-01-20
2016-01-20T20:15:00
17.02
17.08
17.02
17.05
3,175
17.055169
14
2016-01-21
2016-01-21T14:30:00
17.42
17.42
17.42
17.42
117
17.42
1
2016-01-21
2016-01-21T14:37:00
17.2
17.2
17.2
17.2
117
17.2
1
2016-01-22
2016-01-22T19:08:00
17.589
17.589
17.589
17.589
100
17.589
1
2016-01-22
2016-01-22T20:45:00
17.53
17.53
17.53
17.53
300
17.53
3
2016-01-25
2016-01-25T19:02:00
17.3195
17.3195
17.3195
17.3195
100
17.3195
1
2016-01-26
2016-01-26T17:51:00
17.0501
17.0501
17.0501
17.0501
102
17.0501
1
2016-01-27
2016-01-27T14:30:00
17.5
17.5
17.5
17.5
2,030
17.5
2
2016-01-27
2016-01-27T14:36:00
17.13
17.13
17.13
17.13
100
17.13
1
2016-01-27
2016-01-27T14:37:00
17.08
17.08
17.08
17.08
100
17.08
1
2016-01-27
2016-01-27T15:34:00
16.83
16.83
16.83
16.83
100
16.83
1
2016-01-27
2016-01-27T15:53:00
16.8773
16.8773
16.8773
16.8773
180
16.8773
1
2016-01-28
2016-01-28T19:22:00
16.4795
16.4795
16.4795
16.4795
100
16.4795
1
2016-01-29
2016-01-29T15:52:00
16.69
16.69
16.6663
16.6663
874
16.67815
2
2016-01-29
2016-01-29T17:47:00
16.74
16.74
16.74
16.74
100
16.74
1
2016-02-01
2016-02-01T18:58:00
16.875
16.875
16.875
16.875
100
16.875
1
2016-02-02
2016-02-02T19:07:00
16.4595
16.4595
16.4595
16.4595
100
16.4595
1
2016-02-03
2016-02-03T19:30:00
16.3099
16.3099
16.3099
16.3099
100
16.3099
1
2016-02-03
2016-02-03T20:43:00
16.367
16.367
16.367
16.367
100
16.367
1
2016-02-04
2016-02-04T16:57:00
16.55
16.55
16.55
16.55
1,100
16.55
1
2016-02-04
2016-02-04T17:50:00
16.615
16.615
16.615
16.615
500
16.615
1
2016-02-04
2016-02-04T19:45:00
16.51
16.51
16.51
16.51
500
16.51
1
2016-02-04
2016-02-04T19:46:00
16.52
16.52
16.52
16.52
141
16.52
1
2016-02-05
2016-02-05T17:05:00
15.75
15.75
15.75
15.75
100
15.75
1
2016-02-05
2016-02-05T17:15:00
15.71
15.71
15.71
15.71
1,250
15.71
2
2016-02-05
2016-02-05T17:21:00
15.73
15.73
15.73
15.73
1,250
15.73
1
2016-02-05
2016-02-05T17:43:00
15.76
15.76
15.76
15.76
150
15.76
3
2016-02-05
2016-02-05T20:36:00
15.5
15.5
15.5
15.5
111
15.5
2
2016-02-08
2016-02-08T14:32:00
14.98
14.98
14.98
14.98
625
14.98
1
2016-02-08
2016-02-08T14:43:00
15.05
15.05
15.05
15.05
100
15.05
1
2016-02-08
2016-02-08T14:44:00
15.05
15.05
15.05
15.05
525
15.05
1
2016-02-08
2016-02-08T15:09:00
15.05
15.05
15.05
15.05
100
15.05
1
2016-02-08
2016-02-08T16:56:00
14.87
14.87
14.87
14.87
100
14.87
1
2016-02-08
2016-02-08T19:03:00
14.6705
14.6705
14.6705
14.6705
400
14.6705
1
2016-02-08
2016-02-08T20:18:00
14.8
14.8
14.799
14.8
1,360
14.799735
4
2016-02-09
2016-02-09T15:59:00
14.815
14.815
14.815
14.815
230
14.815
1
2016-02-09
2016-02-09T20:37:00
14.9764
14.9764
14.9764
14.9764
100
14.9764
1
2016-02-09
2016-02-09T20:39:00
14.9659
14.9659
14.9659
14.9659
100
14.9659
1
2016-02-09
2016-02-09T20:43:00
14.88
14.88
14.88
14.88
200
14.88
2
2016-02-09
2016-02-09T20:59:00
14.86
14.86
14.86
14.86
400
14.86
2
2016-02-10
2016-02-10T19:12:00
15.055
15.055
15.055
15.055
100
15.055
1
2016-02-11
2016-02-11T19:18:00
14.68
14.68
14.68
14.68
100
14.68
1
2016-02-11
2016-02-11T19:49:00
14.78
14.78
14.779
14.78
2,050
14.779756
5
2016-02-12
2016-02-12T16:04:00
14.79
14.79
14.79
14.79
100
14.79
1
2016-02-12
2016-02-12T16:36:00
14.97
14.97
14.97
14.97
200
14.97
1
2016-02-12
2016-02-12T16:54:00
14.92
14.92
14.92
14.92
300
14.92
3
2016-02-12
2016-02-12T17:55:00
14.99
14.99
14.99
14.99
200
14.99
1
2016-02-12
2016-02-12T18:00:00
14.94
14.94
14.94
14.94
100
14.94
1
2016-02-12
2016-02-12T18:06:00
14.89
14.89
14.89
14.89
1,212
14.89
2
2016-02-12
2016-02-12T18:07:00
14.87
14.87
14.87
14.87
645
14.87
1
2016-02-12
2016-02-12T19:37:00
14.94
14.94
14.94
14.94
1,315
14.94
2
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