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
2016-07-03
704.968018
704.968018
649.008972
658.664001
129,512,000
51.992473
18.559035
24.654429
0.281435
38.514684
0.12412
-0.035369
31.460593
0.307463
0.288213
0.037953
1
2016-07-04
658.804016
683.661987
650.507996
683.661987
92,008,400
55.537432
18.546186
23.432781
0.281451
38.131777
0.157848
0.026048
29.617379
0.443388
0.357623
-0.019066
0
2016-07-05
683.208984
683.491028
665.065979
670.627014
130,476,000
53.32621
17.28494
22.203213
0.281859
36.736365
0.127505
-0.036001
27.905824
0.49609
0.415647
0.009997
1
2016-07-06
670.41803
681.89801
670.41803
677.330994
134,960,992
54.333266
16.634595
21.089489
0.259296
34.932338
0.13028
0.038629
26.316522
0.570741
0.503406
-0.054285
0
2016-07-07
678.090027
682.432007
611.833984
640.562012
258,091,008
48.191606
13.002359
19.472063
0.245834
37.479887
0.06233
-0.071125
25.656899
0.337435
0.468088
0.040528
1
2016-07-08
640.687988
666.70697
636.46698
666.52301
141,970,000
52.292088
12.079379
17.993526
0.218323
36.962751
0.097095
0.04212
25.044393
0.26955
0.392575
-0.02335
0
2016-07-09
666.383972
666.383972
633.398987
650.960022
180,536,000
49.750036
9.977097
16.39024
0.175118
36.688556
0.064181
-0.051397
24.552051
0.159812
0.255599
-0.002458
0
2016-07-10
650.598999
652.294006
641.263977
649.359985
102,532,000
49.483698
8.088672
14.729927
0.141308
34.855805
0.054458
-0.030771
24.094876
0.196302
0.208555
-0.002619
0
2016-07-11
648.484009
659.629028
644.97998
647.658997
107,910,000
49.182257
6.381268
13.060195
0.141351
33.412465
0.044627
-0.033414
23.378872
0.108478
0.154864
0.026082
1
2016-07-12
648.28302
675.258972
646.778992
664.551025
138,172,992
52.290474
6.318349
11.711826
0.113451
33.060144
0.064306
0.044263
22.115646
0.180222
0.161667
-0.015173
0
2016-07-13
664.796997
668.700012
654.468018
654.468018
131,449,000
50.312306
5.392707
10.448002
0.102309
31.715277
0.041205
-0.040324
20.942651
0.203622
0.164107
0.005516
1
2016-07-14
652.922974
662.901978
652.922974
658.078003
98,511,400
51.026639
4.894009
9.337203
0.10225
30.162686
0.040049
0.03149
19.909681
0.255709
0.213184
0.007867
1
2016-07-15
659.171021
667.077026
659.039978
663.255005
81,673,104
52.090371
4.8605
8.441863
0.102143
28.650996
0.041323
0.02531
18.770086
0.250058
0.236463
-0.003751
0
2016-07-16
663.781006
666.460022
659.333984
660.767029
50,330,200
51.511306
4.580385
7.669567
0.092314
27.113499
0.031351
-0.015212
17.711891
0.340806
0.282191
0.028288
1
2016-07-17
661.992981
682.36499
661.992981
679.458984
74,407,904
55.512597
5.79982
7.295618
0.094345
26.719532
0.055602
0.022837
16.868579
0.592949
0.394604
-0.00935
0
2016-07-18
679.809021
681.554993
668.625
673.106018
69,465,000
53.885047
6.182333
7.072961
0.092177
25.734565
0.040982
-0.020844
16.085505
0.742074
0.55861
-0.00036
0
2016-07-19
672.737976
673.276978
667.632019
672.864014
61,203,300
53.820314
6.392264
6.936822
0.085895
24.299593
0.036153
-0.018756
15.306762
0.847717
0.72758
-0.010669
0
2016-07-20
672.80603
672.929016
663.359985
665.684998
94,636,400
51.831155
5.911208
6.731699
0.085389
23.24741
0.020875
-0.029556
14.353469
0.681224
0.757005
-0.001011
0
2016-07-21
665.228027
666.218994
660.414978
665.012024
60,491,800
51.638485
5.413264
6.468012
0.084246
22.001453
0.015852
-0.019468
13.350136
0.551331
0.693424
-0.021643
0
2016-07-22
664.921997
666.583008
646.721985
650.619019
134,169,000
47.566009
3.813288
5.937067
0.067872
21.848565
-0.009543
-0.044036
13.131963
0.295049
0.509201
0.007588
1
2016-07-23
650.726013
656.366028
648.523987
655.55603
69,532,200
49.050317
2.910124
5.331678
0.068343
20.848099
-0.004645
0.023873
12.929374
0.191598
0.345993
0.008739
1
2016-07-24
655.409973
663.109985
652.79303
661.284973
118,184,000
50.791119
2.626363
4.790615
0.061846
20.095875
0.001361
0.03963
12.314775
0.197545
0.228064
-0.01087
0
2016-07-25
661.263
661.828003
653.39502
654.096985
78,176,496
48.549754
1.800712
4.192635
0.06124
19.262811
-0.011891
-0.025215
11.744076
0.23881
0.209317
-0.003536
0
2016-07-26
654.226013
656.224976
645.879028
651.783997
225,135,008
47.818495
0.948802
3.543868
0.057696
18.625892
-0.017352
-0.074494
11.661039
0.187139
0.207831
0.00394
1
2016-07-27
651.627014
657.455994
648.447021
654.35199
147,460,992
48.741607
0.475393
2.930173
0.052013
17.938969
-0.015788
0.05272
11.493865
0.101168
0.175705
0.001044
1
2016-07-28
654.492004
657.594971
654.492004
655.034973
86,428,400
49.000017
0.153553
2.374849
0.051612
16.889256
-0.016931
0.029352
11.32782
0.120055
0.136121
0.002988
1
2016-07-29
655.111023
657.796021
654.786011
656.992004
60,703,500
49.781253
0.055767
1.911033
0.050377
15.897881
-0.016426
0.020028
11.156854
0.202387
0.141203
-0.00296
0
2016-07-30
657.012024
658.223022
654.208984
655.046997
38,456,100
48.978238
-0.17664
1.493498
0.048745
15.049035
-0.02161
-0.012439
11.041084
0.212312
0.178251
-0.046357
0
2016-07-31
655.099976
655.284973
624.36499
624.68103
110,818,000
38.528788
-2.779068
0.638985
0.065975
16.182674
-0.067465
-0.036296
12.672073
0.152161
0.188953
-0.02947
0
2016-08-01
624.60199
626.119019
605.883972
606.271973
121,887,000
33.818249
-6.254866
-0.739785
0.095668
16.472129
-0.093146
-0.041425
14.905096
0.059238
0.141237
-0.096998
0
2016-08-02
606.396973
612.848022
531.333984
547.465027
330,932,992
23.805647
-13.597941
-3.311416
0.174502
21.11798
-0.177246
-0.117332
18.572104
0
0.070466
0.034504
1
2016-08-03
548.656006
573.359985
541.546997
566.35498
207,982,000
30.884431
-17.68921
-6.186975
0.208727
21.881909
-0.145797
0.083542
21.977183
0.084777
0.048005
0.021072
1
2016-08-04
566.328979
579.495972
565.776978
578.289001
125,292,000
34.99341
-19.741031
-8.897786
0.227524
21.298844
-0.12473
0.046447
24.704519
0.222972
0.102583
-0.005613
0
2016-08-05
578.281006
578.281006
569.981995
575.04303
66,127,900
34.394462
-21.382553
-11.39474
0.244512
20.370855
-0.124575
-0.023426
27.237046
0.353769
0.220506
0.022146
1
2016-08-06
575.030029
588.395996
569.468994
587.778015
80,797,296
38.818904
-21.409073
-13.397606
0.247425
20.267723
-0.100776
0.02931
28.840673
0.45444
0.343727
0.008357
1
2016-08-07
587.770996
597.513
586.815979
592.690002
82,398,400
40.486074
-20.794034
-14.876892
0.247669
19.584102
-0.088701
0.029039
29.691661
0.530298
0.446169
-0.00276
0
2016-08-08
592.736023
592.994019
588.046997
591.054016
61,194,100
40.094196
-20.205702
-15.942654
0.245796
18.538596
-0.086364
-0.020958
30.481864
0.608525
0.531087
-0.005504
0
2016-08-09
591.038025
591.091003
584.79303
587.801025
92,228,096
39.280044
-19.773992
-16.708921
0.244752
17.664266
-0.087175
-0.032262
31.317644
0.621652
0.586825
0.007319
1
2016-08-10
587.64801
599.984009
586.370972
592.103027
102,905,000
40.986701
-18.867233
-17.140584
0.240205
17.374892
-0.078361
0.037197
31.420863
0.628076
0.619418
-0.005038
0
2016-08-11
592.124023
597.541992
589.119995
589.119995
74,514,400
40.144126
-18.179761
-17.348419
0.239131
16.7354
-0.082804
-0.025969
31.516708
0.628717
0.626149
-0.00265
0
2016-08-12
588.797974
589.909973
583.810974
587.559021
69,218,000
39.68439
-17.558489
-17.390433
0.234868
15.975657
-0.084196
-0.024766
31.816351
0.640406
0.6324
-0.003355
0
2016-08-13
587.356995
589.773987
584.979004
585.588013
43,563,000
39.075874
-17.028872
-17.318121
0.225957
15.177037
-0.084994
-0.015983
32.094591
0.71619
0.661771
-0.025812
0
2016-08-14
585.588989
585.666016
564.781006
570.473022
60,851,100
34.683677
-17.625623
-17.379621
0.221438
15.58475
-0.105968
-0.022688
33.097519
0.717573
0.69139
-0.005667
0
2016-08-15
570.494019
573.580017
563.23999
567.23999
57,262,300
33.808323
-18.150206
-17.533738
0.215379
15.210127
-0.1093
-0.021846
34.079393
0.701372
0.711712
0.01798
1
2016-08-16
567.242981
581.737976
566.716003
577.439026
58,405,200
39.035522
-17.540767
-17.535144
0.200709
15.196687
-0.091063
0.022779
34.259775
0.674064
0.697669
-0.007313
0
2016-08-17
577.760986
580.893982
571.429993
573.216003
54,443,000
37.707686
-17.20027
-17.468169
0.181071
14.787209
-0.09561
-0.020761
34.427272
0.644086
0.673174
0.001922
1
2016-08-18
573.70697
577.791992
573.429993
574.317993
59,896,600
38.297515
-16.649577
-17.304451
0.151076
14.057836
-0.091993
0.023325
34.582805
0.658481
0.658877
0.002284
1
2016-08-19
574.338989
578.237976
574.182007
575.630005
50,631,600
39.037628
-15.923721
-17.028305
0.107631
13.343417
-0.087098
0.019268
34.680994
0.632355
0.644974
0.01054
1
2016-08-20
576.083984
582.817993
575.45697
581.697021
45,301,400
42.473864
-14.689585
-16.560561
0.085015
12.916103
-0.0747
0.016913
34.288602
0.784619
0.691819
-0.000669
0
2016-08-21
581.939026
584.15802
580.218018
581.307983
38,299,400
42.309178
-13.586302
-15.965709
0.074729
12.274953
-0.071704
-0.014061
33.781695
0.903158
0.773378
0.009367
1
2016-08-22
581.310974
588.447998
580.593994
586.752991
72,844,000
45.494594
-12.132716
-15.199111
0.055946
11.959171
-0.060852
0.027125
32.851613
0.993665
0.893814
-0.005689
0
2016-08-23
586.770996
589.473999
581.633972
583.414978
85,349,200
43.894506
-11.121883
-14.383665
0.050869
11.664946
-0.063188
-0.030943
31.877073
0.948025
0.948283
-0.005541
0
2016-08-24
583.411987
583.590027
579.85498
580.182007
56,328,200
42.341239
-10.461075
-13.599147
0.050619
11.098525
-0.065666
-0.021073
31.107429
0.864415
0.935368
-0.004173
0
2016-08-25
580.179993
580.450989
575.166992
577.760986
136,130,000
41.166448
-10.017264
-12.882771
0.049881
10.683201
-0.066571
-0.052025
30.744297
0.740961
0.851134
0.003271
1
2016-08-26
577.752991
580.622986
576.857971
579.651001
48,856,800
42.507543
-9.404621
-12.187141
0.049234
10.189045
-0.061671
0.019696
30.384972
0.7014
0.768926
-0.016741
0
2016-08-27
579.452026
579.844971
568.630005
569.947021
59,698,300
37.749631
-9.591562
-11.668025
0.04918
10.262325
-0.074485
-0.023602
30.647839
0.570432
0.670931
0.006957
1
2016-08-28
569.830017
574.038025
569.73999
573.911987
86,301,600
40.671675
-9.312426
-11.196905
0.04731
9.836304
-0.065709
0.034945
30.891929
0.556319
0.609384
0.00034
1
2016-08-29
574.070984
576.278015
573.465027
574.106995
110,398,000
40.818813
-8.97205
-10.751934
0.046291
9.334639
-0.063096
0.043193
30.790329
0.441364
0.522705
0.005915
1
2016-08-30
574.114014
578.356995
574.114014
577.502991
70,342,400
43.449099
-8.332221
-10.267992
0.041502
8.97145
-0.055391
0.026382
30.389635
0.574717
0.524133
-0.003517
0
2016-08-31
577.591003
577.861023
573.642029
575.471985
75,840,896
42.239973
-7.897995
-9.793992
0.038018
8.631989
-0.055962
-0.027713
30.060498
0.572208
0.52943
-0.005507
0
2016-09-01
575.546021
576.310974
571.814026
572.302979
76,923,400
40.35301
-7.720582
-9.37931
0.035419
8.336629
-0.058623
-0.028909
29.926757
0.551077
0.566001
0.005651
1
2016-09-02
572.409973
575.643005
570.810974
575.536987
79,910,800
43.144371
-7.235615
-8.950571
0.032666
8.086301
-0.050726
0.030926
29.899001
0.537487
0.553591
0.039398
1
2016-09-03
575.554993
599.5
574.05603
598.211975
159,014,000
57.989296
-4.964368
-8.153331
0.045018
9.326134
-0.011205
0.059694
28.660839
0.677562
0.588709
0.017422
1
2016-09-04
598.590027
611.836975
596.848022
608.633972
97,942,896
62.797327
-2.296942
-6.982053
0.061717
9.730621
0.007759
0.034696
28.468309
0.898849
0.704633
-0.003358
0
2016-09-05
608.98999
609.054993
602.242004
606.590027
82,446,800
61.315223
-0.343952
-5.654433
0.073269
9.522219
0.006804
-0.028228
28.28953
0.980276
0.852229
0.00634
1
2016-09-06
606.505981
610.830017
605.091003
610.435974
78,529,104
63.080885
1.496887
-4.224169
0.083745
9.25199
0.0153
0.027667
28.255392
0.980276
0.953134
0.00673
1
2016-09-07
610.572998
614.544983
608.513
614.544006
75,032,400
64.922549
3.249787
-2.729378
0.094302
9.021989
0.024119
0.025724
28.498079
0.980276
0.980276
0.019156
1
2016-09-08
614.63501
628.77002
613.843994
626.315979
86,713,000
69.602089
5.525183
-1.078465
0.110575
9.443706
0.045108
0.028983
29.601928
1
0.986851
-0.005516
0
2016-09-09
626.35199
626.830017
620.263
622.861023
64,550,200
66.786049
6.969326
0.531093
0.121263
9.238228
0.040807
-0.020967
30.626932
0.97053
0.983602
0.00104
1
2016-09-10
622.927002
625.094971
622.39502
623.508972
45,016,800
67.055256
8.073043
2.039483
0.129739
8.771209
0.042835
0.014936
31.57872
0.941506
0.970679
-0.026928
0
2016-09-11
623.424011
628.817993
600.505981
606.718994
73,610,800
54.686192
7.506406
3.132867
0.13104
10.16698
0.016413
-0.024063
29.820284
0.771519
0.894518
0.002512
1
2016-09-12
607.005005
608.458984
605.411011
608.242981
72,812,304
55.488774
7.098488
3.925992
0.131764
9.65848
0.020781
0.024389
28.18745
0.640148
0.784391
0.001641
1
2016-09-13
608.025024
611.192993
606.924988
609.241028
86,920,600
56.037925
6.777617
4.496317
0.131374
9.273446
0.023997
0.028421
26.909749
0.51459
0.642085
0.002369
1
2016-09-14
608.841003
611.952026
608.409973
610.684021
47,877,700
56.866505
6.564094
4.909872
0.12978
8.864061
0.027843
0.015222
25.791332
0.539438
0.564725
-0.005779
0
2016-09-15
610.588013
611.085999
607.155029
607.155029
59,464,600
54.177177
6.040485
5.135995
0.127327
8.511697
0.023529
-0.018623
24.60538
0.505944
0.519991
-0.0003
0
2016-09-16
607.245972
609.260986
606.734985
606.973022
64,963,400
54.035243
5.546894
5.218175
0.11956
8.084147
0.024883
-0.020731
23.452333
0.327193
0.457525
-0.001629
0
2016-09-17
607.218018
607.859985
605.192017
605.984009
37,140,300
53.21934
5.018068
5.178153
0.112333
7.697277
0.024979
-0.012103
22.183277
0.138999
0.324046
0.006419
1
2016-09-18
606.28302
610.15802
605.856018
609.874023
48,679,400
56.031479
4.856875
5.113898
0.104042
7.454758
0.033137
0.016058
21.27062
0.057217
0.17447
-0.001061
0
2016-09-19
609.870972
610.932007
608.27002
609.22699
54,796,400
55.434566
4.62362
5.015842
0.095957
7.112417
0.032582
-0.01779
20.514436
0.10229
0.099502
-0.001502
0
2016-09-20
609.254028
609.525024
607.937988
608.312012
72,710,896
54.549574
4.31519
4.875712
0.084329
6.717747
0.03096
-0.024033
19.761074
0.129356
0.096288
-0.018351
0
2016-09-21
603.588013
603.588013
595.882996
597.148987
82,776,200
45.091385
3.133869
4.527343
0.067937
7.125695
0.010339
-0.028034
19.224436
0.072138
0.101261
-0.001425
0
2016-09-22
597.278992
598.487
596.213013
596.297974
67,085,300
44.458521
2.104731
4.042821
0.050498
6.779144
0.007878
-0.023375
18.726128
0.027066
0.076186
0.010974
1
2016-09-23
596.198975
603.205017
595.786011
602.84198
51,067,000
50.241797
1.79647
3.593551
0.048682
6.824849
0.018094
0.01822
17.589967
0.085311
0.061505
-0.00036
0
2016-09-24
602.960999
604.580017
602.044983
602.625
35,359,500
50.055686
1.517174
3.178275
0.049706
6.518433
0.01678
-0.01239
16.346322
0.235676
0.116018
-0.002985
0
2016-09-25
602.749023
603.380981
599.710999
600.825989
33,977,800
48.453084
1.137552
2.770131
0.051068
6.314973
0.013299
-0.012055
15.511271
0.342988
0.221325
0.012012
1
2016-09-26
600.807007
608.143005
600.348999
608.04303
59,153,800
54.71664
1.402881
2.496681
0.051047
6.420618
0.02494
0.021244
14.741327
0.533255
0.370639
-0.003087
0
2016-09-27
608.021973
608.247986
604.109985
606.166016
49,422,400
52.915713
1.44504
2.286353
0.050478
6.257574
0.021255
-0.01738
14.04084
0.610088
0.495443
-0.002372
0
2016-09-28
606.242981
606.590027
604.606995
604.728027
48,722,600
51.516778
1.346892
2.09846
0.042949
5.952249
0.018252
-0.017437
13.390388
0.706073
0.616472
0.001596
1
2016-09-29
605.018982
606.823975
604.848022
605.692993
55,658,600
52.4257
1.331623
1.945093
0.036087
5.676799
0.01941
0.020272
12.823487
0.659972
0.658711
0.006673
1
2016-09-30
605.715027
609.734985
604.142029
609.734985
56,122,400
56.135233
1.626923
1.881459
0.026032
5.67081
0.025501
0.020035
12.757676
0.766108
0.710718
0.006967
1
2016-10-01
609.929016
615.237
609.929016
613.982971
56,357,000
59.692414
2.178614
1.94089
0.028535
5.658754
0.031729
0.019724
13.463658
0.896144
0.774074
-0.005034
0
2016-10-02
613.947998
614.005005
609.682007
610.892029
39,249,800
56.125885
2.339452
2.020602
0.02919
5.563342
0.025663
-0.013471
14.067887
0.921961
0.861404
0.002031
1
2016-10-03
610.968018
612.567993
610.455017
612.132996
46,798,300
57.230757
2.537798
2.124041
0.030094
5.316888
0.02631
0.016281
14.628955
0.868097
0.8954
-0.003151
0
2016-10-04
612.052002
612.054016
609.479004
610.203979
49,801,600
54.915705
2.510396
2.201312
0.029957
5.126681
0.021604
-0.017048
14.922231
0.763578
0.851212
0.003781
1
2016-10-05
610.218018
613.814026
609.617004
612.510986
68,077,504
57.148237
2.644353
2.28992
0.031184
5.060277
0.024264
0.023708
15.475068
0.785948
0.805874
0.000833
1
2016-10-06
612.469971
613.81897
611.468994
613.020996
56,812,100
57.647541
2.759854
2.383907
0.032463
4.866684
0.023754
0.019327
15.989224
0.779165
0.77623
0.006688
1
2016-10-07
612.607971
617.911987
611.820984
617.120972
64,071,400
61.528372
3.145959
2.536318
0.035463
4.954135
0.02913
0.021383
17.10346
0.883684
0.816266
0.00322
1
2016-10-08
617.341003
619.848999
617.341003
619.107971
42,345,900
63.28427
3.571119
2.743278
0.039027
4.795127
0.030948
0.013837
18.409304
0.939354
0.867401
-0.003805
0
2016-10-09
619.171997
619.197998
616.606995
616.752014
39,243,400
59.799223
3.675585
2.929739
0.040944
4.63769
0.025828
-0.012648
19.407706
0.90128
0.908106
0.003635
1
2016-10-10
616.822021
621.317993
616.197021
618.994019
67,481,104
61.946843
3.894394
3.12267
0.043623
4.67221
0.028267
0.022027
20.646036
0.863396
0.901343
0.035668
1