Date
string
open
float64
high
float64
low
float64
close
float64
volume
int64
rsi
float64
macd
float64
macd_signal
float64
bb_width
float64
atr
float64
dist_sma50
float64
obv_pct
float64
adx
float64
stoch_rsi_k
float64
stoch_rsi_d
float64
return
float64
target
int64
2016-03-25
416.507996
418.079987
415.558014
417.177002
52,560,000
51.704018
0.328302
0.340422
0.033186
6.448566
0.011775
0.040058
12.948618
0.725282
0.712036
0.001841
1
2016-03-26
417.36499
418.987
416.259003
417.945007
44,650,400
52.47579
0.461773
0.364692
0.029221
6.182811
0.012097
0.032719
12.22288
0.731546
0.735865
0.021103
1
2016-03-27
418.140015
428.796997
417.710999
426.765015
71,229,400
60.318334
1.264672
0.544688
0.037098
6.533038
0.030946
0.050542
12.584891
0.855428
0.770752
-0.005938
0
2016-03-28
426.548004
426.856995
423.292999
424.230988
68,522,800
57.388173
1.677167
0.771184
0.040184
6.320964
0.022473
-0.046282
12.921044
0.877324
0.821433
-0.018186
0
2016-03-29
424.303986
426.203003
412.681
416.515991
75,411,504
49.503445
1.365793
0.890106
0.039956
6.835324
0.001799
-0.053406
12.412125
0.693114
0.808622
-0.004081
0
2016-03-30
416.834015
416.834015
412.496002
414.81601
66,034,100
47.940443
0.970663
0.906217
0.040194
6.656945
-0.004148
-0.049404
11.964332
0.416752
0.662397
0.004612
1
2016-03-31
415.256989
418.368988
415.256989
416.729004
60,215,200
49.858985
0.80263
0.8855
0.038729
6.435233
-0.001238
0.047392
11.307042
0.248648
0.452838
0.002954
1
2016-04-01
416.76001
418.173004
415.830994
417.959991
51,235,700
51.107624
0.760032
0.860406
0.037253
6.14286
-0.000124
0.0385
10.696702
0.27367
0.313024
0.00697
1
2016-04-02
418.421997
422.080994
418.421997
420.872986
45,681,200
54.025275
0.950372
0.8784
0.037611
5.998441
0.005085
0.033054
10.366321
0.380561
0.30096
0.000074
1
2016-04-03
421.173004
421.579987
419.696991
420.903992
38,053,700
54.056702
1.091142
0.920948
0.038339
5.704481
0.003766
0.026654
10.059539
0.445463
0.366565
0.001283
1
2016-04-04
421.299011
422.342987
419.601013
421.444
50,634,300
54.63829
1.232074
0.983173
0.039204
5.492873
0.004373
0.034545
9.902768
0.508943
0.444989
0.006136
1
2016-04-05
421.016998
424.256989
420.614014
424.029999
60,718,000
57.418191
1.534741
1.093487
0.04134
5.360738
0.009389
0.040041
10.079994
0.600314
0.51824
-0.001455
0
2016-04-06
424.283997
424.527008
422.729004
423.412994
59,091,000
56.528071
1.705164
1.215822
0.042535
5.106257
0.007156
-0.037468
10.290853
0.666867
0.592041
-0.001578
0
2016-04-07
423.619995
423.657013
420.518005
422.744995
57,858,600
55.524481
1.765966
1.325851
0.039068
4.965739
0.00526
-0.038114
9.992275
0.690732
0.652638
-0.005668
0
2016-04-08
422.907013
425.360992
419.63501
420.348999
63,454,700
51.961078
1.602344
1.38115
0.034576
5.020042
-0.000341
-0.043457
10.039366
0.543773
0.633791
-0.002231
0
2016-04-09
420.811005
420.890991
416.515015
419.411011
49,792,700
50.592214
1.381065
1.381133
0.032377
4.974037
-0.002506
-0.03565
9.394979
0.383922
0.539476
0.005133
1
2016-04-10
419.59201
422.434998
419.256989
421.563995
73,478,600
53.612912
1.363708
1.377648
0.029527
4.84575
0.003359
0.054553
9.110123
0.379187
0.435628
0.00218
1
2016-04-11
421.872009
422.739014
420.53299
422.483002
50,747,500
54.880955
1.407879
1.383694
0.02965
4.657198
0.006327
0.035728
8.908552
0.515011
0.42604
0.006407
1
2016-04-12
422.842987
427.277008
422.842987
425.190002
70,728,800
58.481233
1.642385
1.435432
0.030957
4.66697
0.013382
0.048077
9.593147
0.776933
0.557044
-0.003424
0
2016-04-13
425.631989
426.65799
422.915985
423.734009
69,060,400
55.897633
1.69125
1.486596
0.030207
4.600901
0.009767
-0.04479
10.228842
0.810884
0.700943
0.001293
1
2016-04-14
423.934998
425.371002
423.013
424.282013
45,281,000
56.673472
1.753977
1.540072
0.029795
4.440694
0.011105
0.030744
10.81913
0.823736
0.803851
0.0128
1
2016-04-15
424.427002
429.928009
424.427002
429.713013
54,801,500
63.522321
2.216376
1.675333
0.03354
4.526787
0.023796
0.036099
12.184709
0.823736
0.819452
0.001999
1
2016-04-16
429.575012
432.625
428.984009
430.571991
39,392,800
64.47872
2.621919
1.86465
0.036791
4.463516
0.02592
0.025045
13.863816
0.923617
0.85703
-0.007369
0
2016-04-17
430.635986
431.371002
426.07901
427.398987
52,125,900
58.388759
2.656655
2.023051
0.038176
4.522693
0.018608
-0.03233
14.579829
0.853816
0.867056
0.002789
1
2016-04-18
427.610992
429.273987
427.085999
428.591003
55,670,900
59.920267
2.748685
2.168178
0.038186
4.355928
0.021688
0.035683
15.244699
0.744394
0.840609
0.016141
1
2016-04-19
428.703003
436.019989
428.104004
435.509003
52,810,500
67.415745
3.341327
2.402807
0.0423
4.610218
0.038288
0.032683
16.894031
0.744394
0.780868
0.013501
1
2016-04-20
435.324005
443.053986
434.406006
441.389008
72,890,096
72.1783
4.23663
2.769572
0.052753
4.898629
0.051992
0.043682
19.199429
0.890578
0.793122
0.018206
1
2016-04-21
441.415985
450.548004
440.951996
449.424988
68,204,704
77.103718
5.530844
3.321826
0.070195
5.234156
0.069847
0.039163
21.949273
1
0.878324
-0.008206
0
2016-04-22
449.687988
449.809998
444.149994
445.737
58,804,400
70.900145
6.187602
3.894981
0.078801
5.264574
0.059853
-0.032493
24.502699
0.922001
0.937527
0.010197
1
2016-04-23
445.860992
450.282013
444.330994
450.282013
50,485,400
73.707684
6.994207
4.514827
0.089123
5.313606
0.06866
0.028833
26.910319
0.873812
0.931938
0.018373
1
2016-04-24
450.559998
460.145996
448.928009
458.554993
68,198,400
77.889338
8.206409
5.253143
0.104761
5.735347
0.085307
0.037858
29.785131
0.873812
0.889875
0.006261
1
2016-04-25
459.121002
466.619995
453.59201
461.425995
87,091,800
79.12985
9.291645
6.060843
0.119388
6.25625
0.089332
0.046583
32.762966
0.95181
0.899811
0.010106
1
2016-04-26
461.64801
467.964996
461.621002
466.088989
78,971,904
80.994881
10.407991
6.930273
0.133916
6.276447
0.097658
0.040359
35.58631
1
0.941874
-0.045918
0
2016-04-27
466.261993
467.07901
444.134003
444.687012
93,564,896
56.179855
9.456731
7.435565
0.132154
7.467058
0.045743
-0.045962
34.691723
0.666667
0.872826
0.009724
1
2016-04-28
445.037994
449.550995
436.649994
449.010986
74,064,704
58.918391
8.948605
7.738173
0.129563
7.855197
0.054218
0.038136
32.838161
0.370119
0.678929
0.013554
1
2016-04-29
449.40799
455.384003
446.016998
455.096985
49,258,500
62.473226
8.934015
7.977341
0.127435
7.963183
0.066605
0.024432
31.697012
0.121323
0.386036
-0.014896
0
2016-04-30
455.178009
455.587006
447.696991
448.317993
69,322,600
56.598412
8.279998
8.037873
0.1224
7.957957
0.049408
-0.033563
30.657113
0.126945
0.206129
0.007934
1
2016-05-01
448.484009
452.479004
447.927002
451.875
40,660,100
58.788315
7.956982
8.021694
0.117548
7.714674
0.055744
0.02037
29.691492
0.125198
0.124489
-0.015947
0
2016-05-02
451.933014
452.445007
441.776001
444.669006
92,127,000
52.958573
7.038392
7.825034
0.111821
7.925698
0.037425
-0.045232
27.919755
0.040661
0.097602
0.012672
1
2016-05-03
444.72699
451.096985
442.617004
450.303986
59,366,400
56.584247
6.688003
7.597628
0.104557
7.96529
0.048914
0.030528
26.274571
0.078146
0.081335
-0.007955
0
2016-05-04
450.183014
450.377991
445.630005
446.721985
50,407,300
53.748344
6.051522
7.288407
0.095517
7.735482
0.039123
-0.025153
24.7469
0.052497
0.057101
0.002807
1
2016-05-05
446.710999
448.506012
445.882996
447.976013
50,440,800
54.606092
5.583928
6.947511
0.089472
7.370306
0.040541
0.025819
23.328348
0.072085
0.067576
0.025954
1
2016-05-06
447.941986
461.375
447.067993
459.602997
72,796,800
61.698486
6.081453
6.774299
0.086122
7.865785
0.065618
0.036325
23.555977
0.13289
0.085824
-0.002322
0
2016-05-07
459.639008
460.674988
457.324005
458.536011
38,364,500
60.760294
6.316832
6.682806
0.07682
7.543299
0.060735
-0.018472
23.767347
0.216257
0.14041
0.000026
1
2016-05-08
458.428986
459.416992
455.983002
458.548004
40,315,000
60.767516
6.430216
6.632288
0.065152
7.249777
0.058407
0.019777
23.721921
0.289512
0.212886
0.00422
1
2016-05-09
458.205994
462.480988
456.531006
460.483002
55,493,100
61.983154
6.600129
6.625856
0.058961
7.156934
0.060585
0.026695
24.018773
0.292897
0.266222
-0.020822
0
2016-05-10
460.518005
461.928986
448.95401
450.894989
58,956,100
53.188669
5.893182
6.479321
0.054633
7.572509
0.036707
-0.027623
23.004499
0.208201
0.263537
0.004065
1
2016-05-11
450.864014
454.575989
450.864014
452.727997
50,605,200
54.517297
5.418369
6.267131
0.054159
7.296756
0.039266
0.024384
22.062674
0.169965
0.223688
0.004502
1
2016-05-12
452.446991
454.949005
449.25
454.765991
59,849,300
56.012184
5.147192
6.043143
0.052087
7.182631
0.042187
0.028152
20.923679
0.169648
0.182605
0.001988
1
2016-05-13
454.850006
457.054993
453.453003
455.670013
60,845,000
56.692153
4.94819
5.824153
0.051779
6.926871
0.042383
0.027837
20.169342
0.299491
0.213035
0.000002
1
2016-05-14
455.822998
456.835999
454.786011
455.67099
37,209,000
56.692932
4.735965
5.606515
0.051057
6.578522
0.040552
0.016562
19.468887
0.382816
0.283985
0.004163
1
2016-05-15
455.759003
458.691986
455.459015
457.567993
28,514,000
58.263035
4.667049
5.418622
0.049303
6.339554
0.042997
0.012485
19.101367
0.471763
0.38469
-0.007442
0
2016-05-16
457.585999
458.200012
452.945007
454.162994
59,171,500
54.44729
4.288245
5.192546
0.0423
6.262087
0.033944
-0.025589
18.265634
0.381564
0.412048
-0.000837
0
2016-05-17
454.009003
455.071991
453.605011
453.78299
64,100,300
54.02207
3.912278
4.936493
0.038891
5.919579
0.031691
-0.028449
17.489597
0.275219
0.376182
0.001842
1
2016-05-18
453.69101
455.997986
453.299011
454.618988
86,850,096
54.857338
3.639823
4.677159
0.037933
5.689536
0.031804
0.039674
16.935764
0.14254
0.266441
-0.034983
0
2016-05-19
454.523987
454.632996
438.714996
438.714996
96,027,400
39.97801
2.116186
4.164964
0.047409
6.42014
-0.005371
-0.042192
17.37863
0.094835
0.170865
0.009029
1
2016-05-20
437.792999
444.053986
437.389008
442.675995
81,987,904
44.048473
1.214315
3.574835
0.050649
6.437629
0.00243
0.037611
17.946308
0.124906
0.12076
0.001157
1
2016-05-21
442.966003
443.778015
441.705994
443.187988
42,762,300
44.571723
0.534726
2.966813
0.053789
6.1258
0.002444
0.018905
18.473437
0.131245
0.116995
-0.008721
0
2016-05-22
443.217987
443.427002
439.035004
439.322998
39,657,600
41.422508
-0.312129
2.311024
0.057559
6.001957
-0.007127
-0.017208
19.29582
0.153126
0.136426
0.010999
1
2016-05-23
439.347992
444.345001
438.822998
444.154999
50,582,500
46.510802
-0.586603
1.731499
0.059418
5.967674
0.002739
0.022332
19.849815
0.210558
0.164976
0.004111
1
2016-05-24
444.290985
447.100006
443.929993
445.980988
65,783,100
48.337118
-0.649298
1.25534
0.059673
5.767841
0.005748
0.028409
19.747013
0.293358
0.219014
0.008112
1
2016-05-25
446.062012
450.298004
446.062012
449.598999
65,231,000
51.845472
-0.402403
0.923791
0.059373
5.664211
0.012739
0.027392
18.988795
0.487819
0.330579
0.008419
1
2016-05-26
449.671997
453.644012
447.895996
453.384003
65,203,800
55.267833
0.097556
0.758544
0.057272
5.670197
0.019887
0.026651
17.652318
0.647459
0.476212
0.044289
1
2016-05-27
453.520996
478.148987
453.520996
473.463989
164,780,992
68.185743
2.089973
1.02483
0.07038
7.03411
0.062633
0.065603
19.166439
0.828407
0.654562
0.119494
1
2016-05-28
473.028992
533.473022
472.699005
530.039978
181,199,008
83.043658
8.14035
2.447934
0.164987
10.872675
0.183782
0.067698
22.69884
0.945398
0.807088
-0.007182
0
2016-05-29
527.47699
553.960022
512.179016
526.232971
148,736,992
80.325191
12.484214
4.45519
0.211912
13.080413
0.169698
-0.052046
26.343343
0.978959
0.917588
0.014501
1
2016-05-30
528.471008
544.348999
522.963013
533.864014
87,958,704
81.623744
16.354
6.834952
0.252186
13.673668
0.180766
0.032468
29.727525
0.967968
0.964108
-0.004642
0
2016-05-31
534.190979
546.617981
520.661987
531.385986
138,450,000
79.782284
19.001836
9.268329
0.27961
14.550977
0.16965
-0.049499
32.612637
0.942725
0.963217
0.010414
1
2016-06-01
531.106995
543.080017
525.635986
536.919983
86,061,800
80.822799
21.301264
11.674916
0.304546
14.757624
0.176047
0.032372
35.291669
0.946577
0.952423
0.001959
1
2016-06-02
536.515015
540.35199
533.078003
537.971985
60,378,200
81.022745
22.943982
13.928729
0.324034
14.223078
0.172483
0.021999
37.779342
0.941382
0.943561
0.058036
1
2016-06-03
537.682007
574.638
536.919983
569.19397
122,020,000
85.76605
26.460184
16.43502
0.360011
15.901288
0.232743
0.043501
40.683687
0.966625
0.951528
0.006207
1
2016-06-04
569.705017
590.132019
564.237976
572.72699
94,925,296
86.186789
29.195339
18.987084
0.38864
16.615057
0.232759
0.032431
43.564376
0.983815
0.963941
0.003929
1
2016-06-05
573.307983
582.807983
569.177979
574.97699
68,874,096
86.461254
31.185043
21.426676
0.408972
16.401839
0.229956
0.022791
46.239302
1
0.98348
0.018366
1
2016-06-06
574.60199
586.469971
574.60199
585.536987
72,138,896
87.696844
33.230937
23.787528
0.427749
16.077992
0.244128
0.02334
48.766123
1
0.994605
-0.015268
0
2016-06-07
585.445007
590.258972
567.513977
576.596985
107,770,000
80.960449
33.741982
25.778419
0.434502
16.554206
0.217475
-0.034073
50.308916
0.937367
0.979122
0.008755
1
2016-06-08
577.166992
582.838989
573.130005
581.64502
80,265,800
81.810105
34.160541
27.454843
0.429771
16.065262
0.220601
0.026272
51.741509
0.876858
0.938075
-0.012061
0
2016-06-09
582.203003
582.203003
570.950989
574.630005
71,301,000
76.688484
33.539576
28.67179
0.417711
15.721458
0.199174
-0.02274
52.808834
0.688788
0.834338
0.004942
1
2016-06-10
575.836975
579.127014
573.325012
577.469971
66,991,900
77.307847
32.897398
29.516911
0.400841
15.012926
0.198694
0.021863
53.799921
0.436842
0.667496
0.050664
1
2016-06-11
578.674011
607.116028
578.674011
606.72699
82,357,000
82.473928
34.353261
30.484181
0.386245
16.058149
0.251064
0.026303
55.299686
0.339201
0.488277
0.108874
1
2016-06-12
609.684021
684.843994
607.039001
672.783997
277,084,992
88.718714
40.371909
32.461727
0.407301
20.490925
0.374659
0.086225
57.450911
0.527271
0.434438
0.046957
1
2016-06-13
671.653992
716.004028
664.487
704.375977
243,295,008
90.467996
47.147453
35.398872
0.434753
22.707075
0.424895
0.0697
59.608808
0.84185
0.569441
-0.026714
0
2016-06-14
704.504028
704.504028
662.804016
685.559021
186,694,000
82.283856
50.417567
38.402611
0.430104
24.063713
0.374367
-0.05
61.493627
0.802022
0.723714
0.012997
1
2016-06-15
685.684998
696.302979
672.560974
694.468994
99,223,800
83.065075
53.11583
41.345255
0.417981
24.040734
0.379596
0.027973
63.243816
0.622941
0.755604
0.103444
1
2016-06-16
696.52301
773.721985
696.52301
766.307983
271,633,984
87.753948
60.355291
45.147262
0.453869
27.984467
0.503101
0.074494
65.190373
0.557287
0.66075
-0.022705
0
2016-06-17
768.487
775.356018
716.55603
748.908997
363,320,992
81.843533
63.951471
48.908104
0.483465
30.185575
0.451892
-0.09273
67.002812
0.546635
0.575621
0.009772
1
2016-06-18
748.755981
777.98999
733.929016
756.22699
252,718,000
82.38104
66.62397
52.451277
0.501577
31.176675
0.449159
0.071094
68.694168
0.530088
0.54467
0.009989
1
2016-06-19
756.687988
766.620972
745.627991
763.781006
136,184,992
82.9424
68.56116
55.673254
0.514161
30.449269
0.44615
0.035768
70.264713
0.413694
0.496806
-0.034768
0
2016-06-20
763.927002
764.083984
732.72699
737.226013
174,511,008
74.014836
67.179231
57.974449
0.504521
30.514106
0.380948
-0.044251
70.824861
0.288991
0.410925
-0.095729
0
2016-06-21
735.882996
735.882996
639.070007
666.651978
309,944,000
56.583533
59.701111
58.319782
0.477871
35.34567
0.238452
-0.082233
67.017147
0.151285
0.284657
-0.105806
0
2016-06-22
665.914978
678.669983
587.482971
596.116028
266,392,992
45.140782
47.53503
56.162831
0.456377
39.334338
0.101449
-0.077011
62.388447
0
0.146759
0.046737
1
2016-06-23
597.442993
629.327026
558.138977
623.97699
253,462,000
49.4861
39.684018
52.867069
0.441775
41.609603
0.145425
0.079386
58.74179
0.031955
0.06108
0.066224
1
2016-06-24
625.575012
681.72699
625.271973
665.299011
224,316,992
55.159142
36.377044
49.569064
0.42414
42.762488
0.211612
0.06509
54.945703
0.10563
0.045862
-0.000265
0
2016-06-25
665.281006
691.731018
646.559021
665.122986
126,656,000
55.130738
33.357515
46.326754
0.405283
42.934596
0.202291
-0.034506
51.625214
0.179095
0.10556
-0.053758
0
2016-06-26
665.93103
665.97998
616.934021
629.367004
109,225,000
49.549192
27.759315
42.613266
0.392766
43.371122
0.130675
-0.030821
48.016537
0.179559
0.154761
0.041165
1
2016-06-27
629.348999
655.275024
620.523987
655.275024
122,134,000
53.243025
25.123653
39.115344
0.371725
42.755402
0.168957
0.035559
44.665622
0.169263
0.175972
-0.012627
0
2016-06-28
658.10199
659.247986
637.77301
647.000977
138,384,992
51.93523
22.112327
35.71474
0.351976
41.235371
0.146567
-0.038907
41.494075
0.148946
0.165923
-0.010991
0
2016-06-29
644.122009
644.682007
628.283997
639.890015
142,456,000
50.78079
18.933779
32.358548
0.327901
39.626915
0.12642
-0.041673
38.752169
0.160644
0.159618
0.05227
1
2016-06-30
640.591003
675.403015
636.607971
673.336975
138,980,000
55.761825
18.895826
29.666004
0.297851
39.567495
0.176162
0.042424
36.535014
0.190922
0.166837
0.004395
1
2016-07-01
672.515015
686.153992
669.593994
676.296021
134,431,008
56.184293
18.886804
27.510164
0.279724
37.924103
0.172259
0.039365
34.727002
0.235155
0.195574
0.040524
1
2016-07-02
676.734009
703.702026
676.398987
703.702026
112,354,000
59.994878
20.850735
26.178278
0.279861
37.17281
0.209364
0.031655
33.445593
0.32202
0.249366
-0.064002
0