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
2015-09-07
239.934006
242.106003
238.722
239.847
21,192,200
50.844088
-5.055809
-8.215254
0.108205
8.088828
-0.065296
0.135318
48.37509
1
0.98711
0.015677
1
2015-09-08
239.845993
245.781006
239.677994
243.606995
26,879,200
53.835528
-3.862419
-7.344687
0.120037
7.946984
-0.048018
0.151174
45.667316
1
1
-0.022327
0
2015-09-09
243.414993
244.416
237.820999
238.167999
23,635,700
49.173726
-3.31729
-6.539207
0.12227
7.850413
-0.066525
-0.115475
43.4043
0.9042
0.968067
0.001297
1
2015-09-10
238.335999
241.292999
235.791
238.477005
21,215,500
49.441588
-2.827741
-5.796914
0.125783
7.68267
-0.062466
0.117183
41.574623
0.796102
0.900101
0.006835
1
2015-09-11
238.328995
241.169006
238.328995
240.106995
19,224,700
50.911217
-2.281939
-5.093919
0.130581
7.336765
-0.053383
0.095049
39.875637
0.724159
0.808153
-0.020316
0
2015-09-12
239.854996
240.123993
234.753998
235.229004
17,962,600
46.550302
-2.217438
-4.518623
0.13077
7.196282
-0.068719
-0.0811
38.784454
0.640729
0.72033
-0.020053
0
2015-09-13
235.242004
235.934998
229.332001
230.511993
18,478,800
42.737987
-2.517919
-4.118482
0.10099
7.153904
-0.08317
-0.090794
38.41307
0.475809
0.613566
0.000573
1
2015-09-14
230.608994
232.440002
227.960999
230.643997
20,997,800
42.87897
-2.714115
-3.837609
0.091804
6.96284
-0.078095
0.113474
38.217329
0.278202
0.464914
-0.001474
0
2015-09-15
230.492004
259.182007
229.822006
230.304001
19,177,800
42.588125
-2.864021
-3.642891
0.088133
8.562637
-0.07477
-0.093077
36.793441
0.180726
0.311579
-0.005267
0
2015-09-16
230.25
231.214996
227.401993
229.091003
20,144,200
41.506436
-3.045594
-3.523432
0.083421
8.223378
-0.074787
-0.107801
35.156027
0.150428
0.203119
0.003138
1
2015-09-17
229.076004
230.285004
228.925995
229.809998
18,935,400
42.439663
-3.095789
-3.437903
0.084186
7.733066
-0.06738
0.113575
33.63557
0.111876
0.147676
0.013772
1
2015-09-18
233.520996
234.352997
232.184998
232.975006
20,242,200
46.48703
-2.847356
-3.319794
0.083056
7.505204
-0.050315
0.10903
32.640879
0.189905
0.150736
-0.006361
0
2015-09-19
232.858002
233.205002
231.089005
231.492996
12,712,600
44.895153
-2.73849
-3.203533
0.081394
7.12026
-0.052249
-0.061742
31.552259
0.251506
0.184429
-0.001214
0
2015-09-20
231.399002
232.365005
230.910004
231.212006
14,444,700
44.583424
-2.644403
-3.091707
0.080768
6.715599
-0.049478
-0.074771
30.513035
0.309466
0.250292
-0.017849
0
2015-09-21
231.216995
231.216995
226.520996
227.085007
19,678,800
40.171552
-2.869772
-3.04732
0.081894
6.571342
-0.062162
-0.110096
28.862865
0.174809
0.24526
0.015558
1
2015-09-22
226.968994
232.386002
225.117004
230.617996
25,009,300
45.173432
-2.731805
-2.984217
0.081008
6.621174
-0.043573
0.157229
27.119827
0.238437
0.240904
-0.001453
0
2015-09-23
230.936005
231.835007
229.591003
230.283005
17,254,100
44.791054
-2.619302
-2.911234
0.078147
6.308519
-0.040591
-0.093736
25.501292
0.298625
0.23729
0.018438
1
2015-09-24
230.358002
235.649002
230.294998
234.529007
25,097,800
50.50932
-2.162598
-2.761507
0.076941
6.241196
-0.019031
0.15045
24.541888
0.619484
0.385515
0.002622
1
2015-09-25
234.362
237.427002
233.684006
235.143997
22,363,600
51.296168
-1.731076
-2.555421
0.076965
6.062753
-0.012872
0.116528
23.892492
0.797571
0.571893
-0.003419
0
2015-09-26
235.076004
235.403
233.358002
234.339996
13,724,100
50.173087
-1.437399
-2.331816
0.073547
5.775771
-0.012496
-0.064048
23.227348
0.953875
0.79031
-0.006755
0
2015-09-27
234.139008
234.526001
232.475998
232.757004
14,179,900
47.947232
-1.317208
-2.128895
0.069578
5.509645
-0.016826
-0.070703
22.433903
0.866002
0.872483
0.027432
1
2015-09-28
232.835999
239.339005
232.466995
239.141998
24,713,000
56.357372
-0.698687
-1.842853
0.061453
5.606956
0.012363
0.132598
22.400738
0.866002
0.895293
-0.010266
0
2015-09-29
239.016006
239.802002
235.927994
236.686996
22,691,300
52.823411
-0.401968
-1.554676
0.059902
5.483174
0.004332
-0.107497
22.43392
0.826875
0.85296
-0.002649
0
2015-09-30
236.639999
237.733994
235.628998
236.059998
19,743,500
51.927818
-0.214932
-1.286727
0.057314
5.241876
0.004598
-0.104797
22.395227
0.835998
0.842958
0.006308
1
2015-10-01
236.003998
238.445007
235.615997
237.548996
20,488,800
53.925635
0.052835
-1.018815
0.053254
5.069528
0.013422
0.121485
22.470204
0.785919
0.816264
-0.001078
0
2015-10-02
237.264008
238.541
236.602997
237.292999
19,677,900
53.513867
0.241601
-0.766732
0.055161
4.845848
0.014648
-0.104038
22.555584
0.800138
0.807352
0.006056
1
2015-10-03
237.201996
239.315002
236.944
238.729996
16,482,700
55.564978
0.501374
-0.513111
0.058343
4.669073
0.023151
0.097264
22.767982
0.875042
0.820366
-0.001973
0
2015-10-04
238.531006
238.968002
237.940002
238.259003
12,999,000
54.712862
0.661614
-0.278166
0.060084
4.408997
0.023175
-0.069907
22.965208
0.891254
0.855478
0.008915
1
2015-10-05
238.147003
240.382996
237.035004
240.382996
23,335,900
57.851916
0.949053
-0.032722
0.06335
4.333211
0.033906
0.13493
23.410141
0.949814
0.90537
0.023629
1
2015-10-06
240.363998
246.934998
240.136002
246.063004
27,535,100
64.865475
1.616546
0.297132
0.073822
4.509338
0.059422
0.140282
24.819913
0.966133
0.935734
-0.012574
0
2015-10-07
246.169998
246.681
242.585007
242.968994
22,999,200
59.096729
1.874272
0.61256
0.076246
4.479813
0.043236
-0.102758
26.128988
0.886341
0.934096
-0.002737
0
2015-10-08
243.074997
244.251007
242.179001
242.304001
18,515,300
57.904766
2.001787
0.890405
0.079076
4.307827
0.038987
-0.092199
27.201778
0.749197
0.867223
0.006715
1
2015-10-09
242.498001
244.227997
242.121994
243.931
17,353,100
60.028984
2.208669
1.154058
0.081646
4.150554
0.045194
0.095187
28.176697
0.653905
0.763148
0.00414
1
2015-10-10
243.740005
245.319
243.074005
244.940994
15,912,700
61.333406
2.426156
1.408478
0.083691
4.014443
0.04841
0.0797
29.257819
0.697974
0.700358
0.00861
1
2015-10-11
244.742004
247.242996
244.151993
247.050003
16,827,300
63.977014
2.737142
1.674211
0.080302
3.948483
0.055931
0.078059
30.558324
0.812227
0.721369
-0.007051
0
2015-10-12
246.875
247.453995
245.179001
245.307999
17,388,300
60.309257
2.810637
1.901496
0.077828
3.828948
0.046952
-0.074821
31.798121
0.790129
0.766777
0.017121
1
2015-10-13
245.199997
250.235992
243.757004
249.507996
28,198,500
65.451887
3.171231
2.155443
0.0783
4.018236
0.061343
0.13115
33.353259
0.85972
0.820692
0.009944
1
2015-10-14
249.492996
254.274994
248.903
251.988998
27,462,600
68.082673
3.615523
2.447459
0.085866
4.114933
0.069133
0.112918
35.278566
0.882611
0.844153
0.00925
1
2015-10-15
252.106995
255.962006
252.046005
254.320007
25,223,500
70.365926
4.108362
2.779639
0.094913
4.104796
0.076421
0.093189
37.240072
1
0.91411
0.033615
1
2015-10-16
254.296005
266.13501
253.925995
262.868988
35,901,500
76.89426
5.12964
3.24964
0.116009
4.683669
0.109028
0.121332
39.819044
1
0.96087
0.029562
1
2015-10-17
262.747009
273.578003
262.367004
270.640015
43,199,600
80.993179
6.49124
3.89796
0.143704
5.149906
0.138045
0.1302
42.562581
1
1
-0.033243
0
2015-10-18
270.907013
271.667999
260.777008
261.643005
22,434,300
66.323481
6.766337
4.471635
0.152146
5.559984
0.097272
-0.059826
44.595322
0.788694
0.929565
0.006857
1
2015-10-19
261.860992
264.820007
260.950989
263.437012
25,258,800
67.584261
7.047871
4.986882
0.158015
5.439201
0.101592
0.071644
46.482867
0.595106
0.7946
0.022875
1
2015-10-20
263.571991
270.834991
263.22699
269.463013
30,889,800
71.450591
7.668835
5.523273
0.167966
5.594115
0.123089
0.081758
48.547507
0.457337
0.613712
-0.011842
0
2015-10-21
269.306
270.769989
263.838989
266.272003
25,637,300
66.900148
7.813397
5.981298
0.170809
5.689607
0.106271
-0.062727
50.464674
0.465179
0.505874
0.029109
1
2015-10-22
266.496002
276.51001
266.13501
274.02301
37,808,600
71.626961
8.455931
6.476224
0.179766
6.024278
0.134257
0.098698
52.496186
0.509842
0.477453
0.009025
1
2015-10-23
273.648987
278.68399
273.542999
276.496002
29,442,500
72.954032
9.060252
6.99303
0.188503
5.961186
0.13984
0.069955
54.465595
0.518056
0.497692
0.018655
1
2015-10-24
276.503998
281.705994
276.503998
281.653992
25,942,400
75.525304
9.841936
7.562811
0.198597
5.907529
0.156208
0.057608
56.402799
0.633403
0.553767
0.007193
1
2015-10-25
281.445007
294.05899
281.445007
283.679993
45,717,100
76.471506
10.503826
8.151014
0.207628
6.386562
0.159891
0.095991
58.531956
0.709457
0.620305
0.005711
1
2015-10-26
283.627991
285.299988
280.51001
285.299988
32,108,800
77.229553
11.03193
8.727197
0.218604
6.27252
0.162194
0.061513
60.242203
0.75829
0.700383
0.029751
1
2015-10-27
285.181
296.212006
285.007996
293.787994
46,331,800
80.732302
11.997072
9.381172
0.232715
6.624769
0.191535
0.083618
62.082348
0.84048
0.769409
0.036863
1
2015-10-28
293.703003
306.330994
293.703003
304.618011
50,808,100
84.094305
13.480452
10.201028
0.254533
7.053571
0.229374
0.08462
63.958429
0.913349
0.837373
0.030323
1
2015-10-29
304.324005
318.170013
301.822998
313.855011
64,495,900
86.291396
15.225875
11.205998
0.281745
7.717388
0.258962
0.099037
65.845498
0.994072
0.915967
0.045116
1
2015-10-30
313.942993
334.169006
313.940002
328.015015
78,305,000
88.837012
17.549431
12.474684
0.319966
8.617146
0.306378
0.109406
67.736788
1
0.96914
-0.042221
0
2015-10-31
328.511993
332.777008
309.251007
314.165985
48,598,100
74.304086
18.065121
13.592772
0.326368
9.682064
0.243884
-0.061204
68.668679
0.784827
0.9263
0.035857
1
2015-11-01
315.005005
327.471985
311.881012
325.431
37,001,100
77.52485
19.161915
14.7066
0.336019
10.104129
0.279347
0.049637
69.534007
0.612937
0.799255
0.109879
1
2015-11-02
325.941986
365.359985
323.209015
361.188995
101,918,000
84.266282
22.655347
16.29635
0.392515
12.393189
0.40548
0.130257
70.831563
0.543484
0.647083
0.116914
1
2015-11-03
361.872986
417.899994
357.647003
403.416992
206,162,000
88.610896
28.502801
18.73764
0.498835
15.811746
0.548973
0.233122
72.343586
0.755222
0.637214
0.020192
1
2015-11-04
403.664001
495.562012
380.548004
411.562988
263,900,000
89.228788
33.409144
21.671941
0.574736
22.897622
0.558556
0.241996
73.951916
0.927111
0.741939
-0.061252
0
2015-11-05
408.076996
447.561005
374.580994
386.354004
151,824,992
75.565836
34.861441
24.309841
0.597089
26.474936
0.44587
-0.112096
75.045434
0.716725
0.799686
-0.030759
0
2015-11-06
388.046997
395.835999
354.024994
374.470001
122,687,000
70.11524
34.653988
26.37867
0.603088
27.570369
0.386385
-0.102019
74.758581
0.386827
0.676888
0.032077
1
2015-11-07
374.269012
390.585999
372.433014
386.481995
56,625,100
72.290839
35.054757
28.113888
0.602752
26.897699
0.414776
0.052435
74.492217
0.091436
0.398329
-0.033932
0
2015-11-08
384.278015
389.894989
368.700012
373.368011
51,817,600
66.591165
33.923137
29.275737
0.586208
26.490362
0.352719
-0.045593
74.001953
0.037942
0.172068
0.018451
1
2015-11-09
374.324005
385.278015
362.894989
380.256989
68,224,400
68.017697
33.199499
30.06049
0.571349
26.19698
0.362958
0.062896
73.160826
0.058947
0.062775
-0.114233
0
2015-11-10
379.984009
381.386993
329.108002
336.819
95,797,904
52.729036
28.789065
29.806205
0.53659
28.059981
0.197841
-0.08309
70.432398
0.021005
0.039298
-0.076406
0
2015-11-11
339.820007
340.584991
300.997009
311.084015
107,070,000
46.115505
22.952584
28.435481
0.512054
28.88341
0.100023
-0.101283
66.637209
0.021005
0.033653
0.087012
1
2015-11-12
314.07901
345.080994
313.355988
338.152008
78,477,800
52.818544
20.277544
26.803893
0.480743
29.248665
0.186685
0.082602
63.243327
0.051825
0.031279
-0.004137
0
2015-11-13
338.497986
340.914001
326.075012
336.752991
52,003,000
52.455341
17.83903
25.010921
0.451065
28.219402
0.173357
-0.05056
60.091865
0.100842
0.057891
-0.011424
0
2015-11-14
336.623993
338.181
329.970001
332.906006
38,612,000
51.408502
15.418337
23.092404
0.420884
26.790231
0.152104
-0.03954
57.165507
0.141765
0.098144
-0.038269
0
2015-11-15
333.050995
334.661987
317.48999
320.165985
44,213,100
47.992648
12.329777
20.939879
0.39419
26.103214
0.10147
-0.047139
53.844044
0.104453
0.115687
0.033061
1
2015-11-16
319.734985
331.626007
315.904999
330.751007
47,980,100
50.911109
10.613844
18.874672
0.369531
25.361628
0.130265
0.053686
50.683805
0.092514
0.112911
0.013131
1
2015-11-17
330.362
338.350006
329.614014
335.093994
51,001,600
52.098836
9.494946
16.998727
0.351662
24.174082
0.137646
0.054159
48.021073
0.097851
0.098273
-0.001504
0
2015-11-18
334.592987
336.531006
330.640015
334.589996
43,783,800
51.941772
8.469907
15.292963
0.340374
22.868147
0.128433
-0.044106
45.548537
0.149283
0.113216
-0.025228
0
2015-11-19
334.678986
335.334015
325.27301
326.148987
45,011,100
49.263103
6.896934
13.613757
0.341315
21.953351
0.093322
-0.047434
42.948833
0.152289
0.133141
-0.012654
0
2015-11-20
326.411011
326.472992
312.21701
322.022003
53,152,900
47.960801
5.256732
11.942352
0.33596
21.403539
0.073408
-0.058804
39.924754
0.129527
0.143699
0.015232
1
2015-11-21
322.09201
328.158997
319.595001
326.927002
28,200,500
49.663978
4.303049
10.414491
0.33516
20.486429
0.083285
0.033148
37.117599
0.117587
0.133134
-0.007314
0
2015-11-22
326.975006
327.01001
321.259003
324.536011
23,439,400
48.825105
3.31609
8.994811
0.342319
19.433899
0.069282
-0.026667
34.510955
0.118742
0.121952
-0.004591
0
2015-11-23
324.350006
325.118011
321.290009
323.04599
27,478,900
48.277835
2.386179
7.673085
0.321052
18.319192
0.058458
-0.03212
32.090499
0.202773
0.146367
-0.009287
0
2015-11-24
323.014008
323.058014
318.118011
320.04599
29,362,600
47.132346
1.391108
6.416689
0.278394
17.363536
0.043183
-0.035461
29.955413
0.199334
0.173616
0.025496
1
2015-11-25
320.045013
329.134003
316.769989
328.205994
41,666,900
50.567968
1.24658
5.382668
0.253784
17.006427
0.064083
0.05217
28.058123
0.359497
0.253868
0.074581
1
2015-11-26
328.303009
366.756989
328.229004
352.68399
106,105,000
59.144898
3.071802
4.920494
0.238399
18.545325
0.135366
0.126265
28.141216
0.585301
0.381377
0.015192
1
2015-11-27
351.860992
363.588989
347.869995
358.041992
55,179,100
60.750256
4.894231
4.915242
0.206838
18.343444
0.144089
0.058302
28.218373
0.868068
0.604289
-0.001846
0
2015-11-28
357.140991
359.536011
352.171997
357.381012
36,816,600
60.434768
6.213557
5.174905
0.189988
17.559199
0.133757
-0.036757
28.29002
0.992278
0.815215
0.03893
1
2015-11-29
357.471985
371.938995
355.665985
371.294006
40,409,300
64.60185
8.286277
5.797179
0.175795
17.467328
0.168527
0.041883
28.857887
0.992278
0.950874
0.016232
1
2015-11-30
371.437012
382.363007
370.382996
377.321014
71,701,600
66.259656
10.296558
6.697055
0.207308
17.075377
0.177837
0.07133
29.760288
0.992278
0.992278
-0.039311
0
2015-12-01
377.414001
378.931
356.562988
362.488007
60,452,200
58.943227
10.570966
7.471837
0.20424
17.453422
0.123316
-0.056135
29.534825
0.872496
0.95235
-0.009106
0
2015-12-02
361.845001
362.231995
349.464996
359.187012
54,160,500
57.423587
10.402163
8.057902
0.210095
17.136964
0.105572
-0.053283
28.828118
0.718509
0.861094
0.005176
1
2015-12-03
359.330994
370.274994
357.411987
361.04599
50,714,900
58.079056
10.299662
8.506254
0.215874
16.831682
0.103883
0.052702
28.532889
0.575945
0.722317
0.005919
1
2015-12-04
361.261993
363.515991
355.756989
363.183014
35,784,100
58.863089
10.272455
8.859494
0.22069
16.183633
0.103073
0.035324
28.136322
0.574548
0.623001
0.070945
1
2015-12-05
363.721008
389.785004
363.229004
388.949005
66,282,200
66.900956
12.18948
9.525492
0.238842
16.927801
0.172352
0.063198
28.814732
0.728535
0.626343
-0.000427
0
2015-12-06
389.554993
402.80899
387.088989
388.78299
77,762,000
66.810374
13.539268
10.328247
0.255686
16.84153
0.163565
-0.069736
29.855475
0.869572
0.724219
0.01737
1
2015-12-07
389.977997
399.968994
385.411011
395.536011
63,455,800
68.668692
14.981203
11.258838
0.275263
16.67842
0.174364
0.061173
30.692494
0.998473
0.865527
0.050633
1
2015-12-08
395.753998
415.562988
389.950012
415.562988
57,801,400
73.421497
17.537792
12.514629
0.309015
17.316602
0.222779
0.05251
31.938146
0.998473
0.955506
0.004813
1
2015-12-09
414.44101
423.119995
406.290985
417.562988
90,917,200
73.848148
19.500501
13.911803
0.32895
17.281774
0.218048
0.078473
33.299839
1
0.998982
-0.004991
0
2015-12-10
417.988007
419.509003
411.548004
415.479004
52,138,900
72.541442
20.649764
15.259395
0.33447
16.616004
0.20151
-0.041728
34.564267
0.973481
0.990651
0.087752
1
2015-12-11
415.281006
451.937988
415.281006
451.937988
110,944,000
79.406727
24.223268
17.05217
0.37212
18.047503
0.293633
0.092657
36.494113
0.973481
0.98232
-0.037485
0
2015-12-12
452.334991
469.102997
410.740997
434.997009
131,969,000
70.576722
25.395556
18.720847
0.375695
20.92711
0.233944
-0.10087
38.586861
0.83959
0.92885
-0.002855
0
2015-12-13
431.660004
441.679993
426.268005
433.755005
55,050,600
69.962482
25.92553
20.161784
0.367796
20.533172
0.219894
-0.046798
40.530128
0.722905
0.845325
0.024039
1
2015-12-14
433.272003
447.141998
430.455994
444.182007
130,496,000
72.153604
26.877088
21.504845
0.35522
20.258375
0.238042
0.116381
42.429574
0.612925
0.72514
0.047591
1
2015-12-15
443.877991
465.321014
443.877991
465.321014
83,121,104
75.979207
29.002621
23.0044
0.357897
20.342993
0.284075
0.066402
44.480542
0.694844
0.676891
-0.022322
0