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
2015-05-30
237.091995
237.093002
232.046005
233.345001
14,098,600
44.519327
-0.004425
0.260487
0.04482
4.204718
-0.001017
-0.297966
8.787721
0.359166
0.48119
-0.013521
0
2015-05-31
233.134995
233.251999
229.542007
230.190002
14,730,800
40.366902
-0.522211
0.103947
0.047099
4.176024
-0.013987
-0.443464
9.689378
0.171779
0.35726
-0.031557
0
2015-06-01
230.233002
231.712997
221.296005
222.925995
26,090,500
32.784831
-1.501397
-0.217122
0.06576
4.621807
-0.044019
-1.411305
11.882416
0
0.176982
0.012906
1
2015-06-02
222.893997
226.416
222.419006
225.802994
20,459,000
37.770324
-2.021951
-0.578088
0.075022
4.577178
-0.031782
-2.690662
13.918809
0.073424
0.081734
0.000314
1
2015-06-03
225.735992
227.404007
223.929993
225.873993
17,752,400
37.892752
-2.401087
-0.942687
0.082035
4.49838
-0.032035
1.380941
15.484118
0.14865
0.074025
-0.006862
0
2015-06-04
225.772003
226.580994
224.054001
224.324005
14,728,100
36.217567
-2.794414
-1.313033
0.089444
4.357567
-0.038718
-0.481189
16.93762
0.199206
0.140426
0.002799
1
2015-06-05
224.154007
225.968002
223.179001
224.951996
18,056,500
37.424602
-3.020635
-1.654553
0.094957
4.245527
-0.035728
1.137088
18.43523
0.194114
0.180657
0.002965
1
2015-06-06
225.005005
225.718994
224.378998
225.619003
11,131,500
38.75042
-3.110241
-1.945691
0.09818
4.037989
-0.033095
0.328014
19.825868
0.206745
0.200022
-0.012136
0
2015-06-07
225.595993
226.194
222.651993
222.880997
13,318,400
35.431768
-3.363418
-2.229236
0.105009
4.002561
-0.04479
-0.295521
21.422322
0.205371
0.202077
0.025161
1
2015-06-08
222.878998
229.464005
222.839005
228.488998
23,378,400
45.691012
-3.076084
-2.398606
0.105996
4.189879
-0.02125
0.736346
21.655351
0.376843
0.262987
0.002447
1
2015-06-09
228.537994
230.953995
227.929001
229.048004
28,353,100
46.601797
-2.771317
-2.473148
0.106347
4.106672
-0.019227
0.514318
21.364689
0.545712
0.375976
-0.00107
0
2015-06-10
228.994995
229.781998
228.009995
228.802994
15,904,800
46.235802
-2.520503
-2.482619
0.106048
3.93991
-0.019733
-0.190521
21.094788
0.746457
0.556338
0.003942
1
2015-06-11
228.854996
230.287003
228.766998
229.705002
14,416,000
47.859331
-2.223317
-2.430759
0.100309
3.76706
-0.015492
0.213331
20.660318
0.794808
0.695659
0.001206
1
2015-06-12
229.705002
231.057007
229.313004
229.981995
14,017,700
48.37488
-1.943046
-2.333216
0.095361
3.622556
-0.013757
0.170964
19.971849
0.871414
0.804227
0.010523
1
2015-06-13
229.919998
232.651993
229.210007
232.401993
13,305,300
52.76882
-1.508269
-2.168227
0.086375
3.609658
-0.003476
0.138583
18.762877
0.954821
0.873681
0.00491
1
2015-06-14
232.442001
234.858002
232.003998
233.542999
12,165,900
54.725434
-1.059423
-1.946466
0.083001
3.555683
0.000803
0.111292
17.916529
1
0.942079
0.014045
1
2015-06-15
233.421997
237.835999
233.421997
236.822998
19,912,100
59.871753
-0.434037
-1.64398
0.082623
3.616991
0.013348
0.163912
17.94984
1
0.98494
0.05942
1
2015-06-16
236.764999
251.742004
236.121994
250.895004
41,612,000
73.689528
1.183437
-1.078497
0.111776
4.47435
0.07158
0.294301
20.211001
1
1
-0.006421
0
2015-06-17
250.822998
256.852997
246.475998
249.283997
43,858,400
70.688547
2.308688
-0.40106
0.129972
4.895968
0.062572
-0.239657
22.784019
0.973853
0.991284
-0.001111
0
2015-06-18
249.427994
252.108002
244.126999
249.007004
30,980,200
70.159494
3.14189
0.30753
0.144718
5.116327
0.059297
-0.222644
24.491271
0.943096
0.972316
-0.017674
0
2015-06-19
249.042999
250.977005
243.787003
244.606003
23,965,300
62.19475
3.407801
0.927584
0.152249
5.264447
0.039826
-0.22156
25.97771
0.842944
0.919965
0.002477
1
2015-06-20
244.529999
245.828003
240.626999
245.212006
20,608,100
62.820636
3.625642
1.467196
0.158978
5.259915
0.041239
0.244749
26.462343
0.774393
0.853478
-0.005171
0
2015-06-21
245.100006
245.223999
241.882004
243.944
10,600,900
60.561357
3.653847
1.904526
0.158071
5.122921
0.035063
-0.101145
26.912358
0.648853
0.755397
0.012486
1
2015-06-22
243.968994
247.917007
243.779007
246.990005
17,692,500
63.918334
3.877291
2.299079
0.160841
5.052569
0.047398
0.187802
27.707667
0.630367
0.684538
-0.010907
0
2015-06-23
246.927002
247.304001
243.132996
244.296005
15,108,700
59.124883
3.793262
2.597916
0.159395
4.989601
0.03551
-0.135019
28.249959
0.548227
0.609149
-0.015477
0
2015-06-24
244.281998
244.341003
240.514999
240.514999
17,344,900
53.10544
3.382581
2.754849
0.152887
4.906487
0.019103
-0.179198
27.981306
0.43889
0.539161
0.009496
1
2015-06-25
240.365005
243.332001
240.365005
242.798996
16,133,100
56.01837
3.204474
2.844774
0.14653
4.767951
0.027647
0.203067
27.688219
0.324841
0.437319
0.003274
1
2015-06-26
242.604004
243.748993
241.552994
243.593994
13,983,500
57.019149
3.091832
2.894185
0.13964
4.584241
0.030466
0.146301
27.494773
0.236068
0.333266
0.030362
1
2015-06-27
243.548996
251.339005
243.117004
250.990005
20,488,600
64.998528
3.55834
3.027016
0.131879
4.844081
0.061113
0.187002
28.49954
0.360961
0.30729
-0.007885
0
2015-06-28
250.955002
251.171997
247.434006
249.011002
15,137,600
61.697888
3.725417
3.166697
0.127366
4.765074
0.052108
-0.116396
29.432537
0.399459
0.332163
0.03234
1
2015-06-29
248.720993
257.173004
248.580994
257.063995
34,742,900
68.669817
4.456268
3.424611
0.130435
5.038427
0.084596
0.302336
31.002323
0.583783
0.448068
0.023372
1
2015-06-30
257.036011
267.867004
255.945999
263.071991
44,533,800
72.667164
5.457358
3.83116
0.138467
5.53004
0.10799
0.297571
33.308146
0.724523
0.569255
-0.016919
0
2015-07-01
263.345001
265.171997
255.774002
258.621002
27,029,800
65.953518
5.824431
4.229814
0.135557
5.806322
0.087639
-0.139192
35.400108
0.804311
0.704206
-0.012408
0
2015-07-02
258.552002
261.631012
254.115997
255.412003
21,551,900
61.53914
5.78966
4.541784
0.125711
5.928372
0.072427
-0.128929
36.855767
0.695977
0.741603
0.003618
1
2015-07-03
255.459
257.076996
253.505005
256.335999
19,033,800
62.321153
5.770148
4.787457
0.117055
5.760059
0.074555
0.130718
38.025359
0.51968
0.673322
0.01775
1
2015-07-04
256.490997
261.457001
254.199997
260.885986
15,620,400
65.988453
6.052066
5.040379
0.111573
5.866983
0.091498
0.094874
39.486124
0.520275
0.578644
0.042268
1
2015-07-05
260.804993
274.506012
258.700989
271.912994
44,156,100
72.878153
7.08362
5.449027
0.125913
6.576843
0.134239
0.244953
41.627463
0.709897
0.583284
-0.010603
0
2015-07-06
271.108002
277.421997
267.600006
269.029999
49,154,800
68.945798
7.58111
5.875444
0.139724
6.80864
0.119204
-0.21903
43.746437
0.819902
0.683358
-0.010493
0
2015-07-07
269.963013
271.341003
264.832001
266.207001
28,857,600
65.23403
7.659291
6.232213
0.146934
6.787237
0.10442
-0.164651
45.008374
0.804841
0.778213
0.017197
1
2015-07-08
265.981995
272.971008
264.385986
270.785004
36,980,200
68.221834
7.998455
6.585461
0.157629
6.91565
0.119805
0.252584
46.277427
0.712781
0.779175
-0.00575
0
2015-07-09
270.826996
272.334991
267.085999
269.227997
40,301,200
66.139931
8.048825
6.878134
0.161122
6.796603
0.110133
-0.219759
47.455833
0.637446
0.718356
0.058189
1
2015-07-10
269.156006
294.591003
268.802002
284.894012
100,390,000
74.554048
9.246276
7.351762
0.184308
8.153203
0.169949
0.701603
49.503203
0.766313
0.705513
0.028856
1
2015-07-11
284.880005
298.506012
283.529999
293.11499
41,109,900
77.687472
10.734883
8.028386
0.212168
8.640547
0.198515
0.168845
51.512801
0.858372
0.754044
0.060563
1
2015-07-12
293.140015
314.394012
292.505005
310.867004
56,405,000
82.654495
13.194951
9.061699
0.264458
9.586865
0.263662
0.1982
53.726231
1
0.874895
-0.060518
0
2015-07-13
310.826996
310.947998
281.010986
292.053986
62,053,900
65.909317
13.471231
9.943606
0.270334
11.040447
0.182276
-0.181981
53.892892
0.735656
0.864676
-0.015716
0
2015-07-14
292.033997
296.147003
286.638
287.463989
28,727,200
62.578236
13.168018
10.588488
0.263019
10.931058
0.15897
-0.102988
54.047648
0.418726
0.718127
-0.005688
0
2015-07-15
288.045013
293.247986
285.367004
285.82901
27,486,600
61.388072
12.649969
11.000784
0.252768
10.713196
0.147869
-0.109854
53.988008
0.085392
0.413258
-0.027079
0
2015-07-16
286.041992
291.183014
275.23999
278.088989
49,482,600
55.961934
11.482494
11.097126
0.236046
11.086755
0.113138
-0.22217
52.451482
0.016403
0.173507
0.004973
1
2015-07-17
278.091003
280.279999
272.042999
279.471985
27,591,400
56.698436
10.547275
10.987156
0.225481
10.883201
0.114919
0.159266
50.608461
0.009197
0.036998
-0.016356
0
2015-07-18
279.330994
282.527008
274.075012
274.901001
25,187,100
53.512933
9.32972
10.655669
0.209624
10.709543
0.093386
-0.125413
49.065911
0.009197
0.011599
-0.004682
0
2015-07-19
274.766998
275.670013
272.513
273.614014
15,332,500
52.616581
8.166808
10.157896
0.201026
10.170077
0.084792
-0.087292
47.416483
0.009197
0.009197
0.019615
1
2015-07-20
273.498993
278.980988
272.959991
278.980988
22,711,400
55.931608
7.59076
9.644469
0.19669
9.873714
0.101808
0.141669
46.154672
0.036787
0.018394
-0.011284
0
2015-07-21
278.881989
280.546997
275.419006
275.833008
22,930,700
53.564465
6.801815
9.075938
0.18756
9.534734
0.084841
-0.125288
45.110099
0.047306
0.031097
0.005036
1
2015-07-22
275.657013
277.665985
274.381012
277.221985
19,389,800
54.479881
6.216984
8.504147
0.173038
9.088322
0.085912
0.121115
43.973273
0.067983
0.050692
-0.004231
0
2015-07-23
277.341003
278.110992
275.716003
276.049011
18,531,300
53.520337
5.594363
7.922191
0.157502
8.610227
0.077084
-0.103248
42.958784
0.041225
0.052171
0.0443
1
2015-07-24
276.005005
289.252991
275.253998
288.278015
37,199,400
61.194181
6.018335
7.54142
0.147702
8.995139
0.119213
0.231121
42.919029
0.125893
0.078367
0.001453
1
2015-07-25
288.164001
290.733002
286.002014
288.696991
20,662,200
61.42914
6.315344
7.296204
0.146908
8.690557
0.115319
0.104275
42.985312
0.203009
0.123376
0.013817
1
2015-07-26
288.640015
293.052002
287.705994
292.686005
16,032,300
63.68368
6.794286
7.195821
0.145046
8.45166
0.1249
0.073269
43.209738
0.470503
0.266468
0.003205
1
2015-07-27
292.639008
297.773987
287.450012
293.623993
30,592,000
64.213388
7.166922
7.190041
0.138594
8.585397
0.122402
0.130264
43.732776
0.70865
0.46072
0.002735
1
2015-07-28
293.632996
296.648987
293.423004
294.427002
25,453,600
64.688243
7.441258
7.240284
0.135341
8.202582
0.119827
0.095893
44.218454
0.944189
0.70778
-0.016429
0
2015-07-29
294.484009
294.536011
288.777008
289.589996
24,672,600
59.56144
7.185534
7.229334
0.125884
8.02804
0.09638
-0.084817
43.751826
0.858434
0.837091
-0.006451
0
2015-07-30
289.102997
290.126007
286.567993
287.721985
21,635,800
57.660844
6.754279
7.134323
0.125921
7.708753
0.08447
-0.081271
42.906763
0.664388
0.822337
-0.010677
0
2015-07-31
287.696014
288.959015
282.343994
284.649994
23,629,100
54.57655
6.09437
6.926333
0.124003
7.630629
0.068465
-0.09661
41.374122
0.385175
0.635999
-0.010711
0
2015-08-01
284.686005
284.932007
278.112
281.601013
18,995,000
51.624973
5.264673
6.594001
0.094246
7.572728
0.05294
-0.085968
39.266619
0.193407
0.414323
0.003597
1
2015-08-02
280.449005
283.032013
277.528992
282.614014
17,722,200
52.543275
4.635438
6.202288
0.090823
7.424891
0.052775
0.087751
37.217215
0.077553
0.218711
-0.004908
0
2015-08-03
282.806
285.471008
280.233002
281.22699
21,474,100
51.112567
3.978976
5.757626
0.090281
7.268685
0.0439
-0.097751
35.630607
0.023432
0.098131
0.014191
1
2015-08-04
281.225006
285.714996
281.225006
285.217987
21,908,700
54.916506
3.73768
5.353636
0.090137
7.070207
0.054924
0.110534
34.189554
0.116833
0.072606
-0.011696
0
2015-08-05
284.846985
285.501007
281.488007
281.881989
20,128,000
51.32177
3.239916
4.930892
0.088667
6.851835
0.040201
-0.091443
32.851434
0.098538
0.079601
-0.011725
0
2015-08-06
281.906006
281.906006
278.403015
278.576996
18,792,100
47.971522
2.549362
4.454586
0.089119
6.612632
0.025787
-0.093966
31.013318
0.098538
0.104636
0.003618
1
2015-08-07
278.740997
280.391998
276.365997
279.584991
42,484,800
49.063656
2.059687
3.975606
0.085717
6.427873
0.027186
0.234469
28.932763
0.026914
0.074663
-0.066484
0
2015-08-08
279.742004
279.928009
260.709991
260.997009
58,533,000
34.628377
0.169764
3.214438
0.106815
7.341454
-0.042259
-0.261681
28.826646
0.021777
0.049076
0.015655
1
2015-08-09
261.115997
267.002991
260.467987
265.083008
23,789,600
38.884987
-0.986931
2.374164
0.120092
7.283851
-0.028682
0.14405
28.752826
0.068979
0.039223
-0.002313
0
2015-08-10
265.477997
267.032013
262.596008
264.470001
20,979,400
38.480166
-1.930827
1.513166
0.131124
7.080433
-0.032384
-0.111039
28.67866
0.089914
0.060223
0.022369
1
2015-08-11
264.34201
270.385986
264.093994
270.385986
25,433,900
44.486711
-2.176413
0.77525
0.135292
7.024116
-0.01243
0.15143
27.960591
0.221711
0.126868
-0.014831
0
2015-08-12
270.597992
270.673004
265.468994
266.376007
26,815,400
41.52706
-2.663905
0.087419
0.142519
6.894108
-0.028643
-0.138658
27.238604
0.27435
0.195325
-0.008619
0
2015-08-13
266.183014
266.231995
262.841003
264.079987
27,685,500
39.890623
-3.198644
-0.569794
0.150059
6.654172
-0.038668
-0.166203
26.922415
0.318096
0.271386
0.006059
1
2015-08-14
264.131989
267.466003
261.477997
265.679993
27,091,200
41.617191
-3.453511
-1.146537
0.153659
6.606589
-0.034452
0.195054
26.808655
0.301124
0.297857
-0.015541
0
2015-08-15
265.528992
266.666992
261.29599
261.550995
19,321,100
38.540614
-3.943216
-1.705873
0.155834
6.518333
-0.050696
-0.116405
26.727923
0.265562
0.294928
-0.011638
0
2015-08-16
261.865997
262.440002
257.040985
258.506989
29,717,000
36.403983
-4.524778
-2.269654
0.156884
6.438382
-0.062256
-0.202624
27.211344
0.208277
0.258321
-0.002054
0
2015-08-17
258.48999
260.505005
257.117004
257.976013
21,617,900
36.028773
-4.97121
-2.809965
0.15316
6.220497
-0.064791
-0.184857
27.660234
0.11646
0.196766
-0.181788
0
2015-08-18
257.925995
257.993011
211.078995
211.078995
42,147,200
18.193147
-9.005399
-4.049052
0.246242
9.127177
-0.232241
-0.442137
30.779709
0.052182
0.125639
0.07393
1
2015-08-19
225.671005
237.408997
222.766006
226.684006
60,869,200
30.518795
-10.818619
-5.402965
0.277132
10.355951
-0.173292
1.144612
33.676363
0.156098
0.108246
0.038229
1
2015-08-20
226.899002
237.365005
226.899002
235.350006
32,275,000
36.262042
-11.424639
-6.6073
0.290012
10.379168
-0.140229
0.282995
36.366114
0.328194
0.178825
-0.011816
0
2015-08-21
235.354996
236.432007
231.723999
232.569
23,173,800
35.25493
-11.991092
-7.684059
0.303573
9.974085
-0.148968
-0.158374
38.86374
0.544493
0.342928
-0.009369
0
2015-08-22
232.662003
234.957001
222.703995
230.389999
23,205,900
34.447648
-12.472068
-8.64166
0.314041
10.136865
-0.155337
-0.188437
41.449945
0.617467
0.496718
-0.00964
0
2015-08-23
230.376007
232.705002
225.580002
228.169006
18,406,600
33.603033
-12.883941
-9.490117
0.323065
9.921732
-0.161468
-0.18417
43.851421
0.61772
0.593227
-0.07746
0
2015-08-24
228.112
228.139008
210.442993
210.494995
59,220,700
27.768302
-14.469702
-10.486034
0.345953
10.479181
-0.222913
-0.726306
46.441772
0.522809
0.585999
0.052799
1
2015-08-25
210.067993
226.320999
199.567001
221.608994
61,089,200
35.368212
-14.660623
-11.320952
0.348451
11.641668
-0.179009
2.73745
49.039411
0.561153
0.567227
0.019052
1
2015-08-26
222.076004
231.182999
220.203995
225.830994
31,808,000
38.035419
-14.306335
-11.918028
0.344133
11.594335
-0.160857
0.381367
50.652385
0.648159
0.577374
-0.004703
0
2015-08-27
226.050003
228.643005
223.684006
224.768997
21,905,400
37.614924
-13.950441
-12.324511
0.333518
11.120382
-0.161938
-0.190129
52.150146
0.803151
0.670821
0.029484
1
2015-08-28
224.701004
235.218994
220.925995
231.395996
31,336,600
41.929205
-12.983978
-12.456404
0.332138
11.346998
-0.134788
0.335841
52.467205
0.892076
0.781129
-0.006984
0
2015-08-29
231.548996
233.222
227.330002
229.779999
17,142,500
41.181317
-12.207723
-12.406668
0.326185
10.957355
-0.137274
-0.137531
52.761617
0.932543
0.875923
-0.004435
0
2015-08-30
229.895004
232.067993
226.246994
228.761002
19,412,600
40.688475
-11.541715
-12.233677
0.318345
10.590472
-0.136929
-0.180579
53.086021
0.972073
0.932231
0.005661
1
2015-08-31
229.113998
231.955994
225.914993
230.056
20,710,700
41.644286
-10.785079
-11.943958
0.298521
10.26551
-0.126719
0.23511
53.403731
0.968072
0.957563
-0.008411
0
2015-09-01
230.255997
231.216003
226.860001
228.121002
20,575,200
40.59168
-10.223725
-11.599911
0.279693
9.843402
-0.12984
-0.18911
53.698748
0.947091
0.962412
0.005098
1
2015-09-02
228.026993
230.576996
226.475006
229.283997
18,760,400
41.547975
-9.574634
-11.194856
0.258296
9.433301
-0.121505
0.212643
53.994573
0.955541
0.956901
-0.009163
0
2015-09-03
229.324005
229.604996
226.667007
227.182999
17,482,000
40.286336
-9.124575
-10.7808
0.227481
8.969351
-0.125625
-0.163406
54.269267
0.920871
0.941168
0.013711
1
2015-09-04
227.214996
230.899994
227.050995
230.298004
20,962,400
43.047644
-8.419491
-10.308538
0.19506
8.603611
-0.110364
0.234208
54.21575
0.952355
0.942922
0.020499
1
2015-09-05
230.199005
236.143005
229.442993
235.018997
20,671,400
47.04444
-7.394522
-9.725735
0.160989
8.46764
-0.088998
0.18713
52.99692
0.961329
0.944851
0.020513
1
2015-09-06
234.869995
242.912003
234.681
239.839996
25,473,700
50.838578
-6.122635
-9.005115
0.120818
8.450737
-0.067776
0.194252
50.600415
1
0.971228
0.000029
1