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
2015-12-16
465.208008
465.208008
443.851013
454.93399
107,944,000
70.830012
29.508816
24.305283
0.361196
20.423493
0.244345
-0.080863
46.382624
0.704001
0.67059
0.002515
1
2015-12-17
454.777008
457.859985
448.858002
456.078003
47,978,400
71.062621
29.660386
25.376304
0.36182
19.607671
0.237223
0.039104
48.148843
0.678593
0.692479
0.016528
1
2015-12-18
455.846985
465.177002
454.940002
463.615997
60,220,100
72.612352
30.042448
26.309532
0.360081
18.938337
0.247535
0.047234
49.908401
0.550768
0.644454
-0.002791
0
2015-12-19
463.552002
465.580994
456.765015
462.321991
47,892,700
71.900493
29.896195
27.026865
0.360224
18.215312
0.235126
-0.035871
51.548947
0.486179
0.571847
-0.042475
0
2015-12-20
462.234009
462.644989
434.338013
442.684998
75,409,400
61.971621
27.874428
27.196377
0.351322
18.936145
0.174598
-0.058581
50.970382
0.288234
0.441727
-0.00914
0
2015-12-21
442.838013
444.729004
427.312012
438.639008
77,639,696
60.129204
25.650008
26.887103
0.327756
18.827634
0.156912
-0.064067
49.876661
0.134698
0.303037
-0.004712
0
2015-12-22
437.436005
443.687988
435.515991
436.571991
50,840,400
59.16151
23.450031
26.199689
0.295442
18.066517
0.1469
-0.044824
48.861063
0
0.140977
0.013352
1
2015-12-23
436.720001
444.528992
436.618988
442.401001
47,161,400
61.064489
21.924157
25.344583
0.258428
17.344409
0.159838
0.043532
47.952398
0.031332
0.055343
0.028445
1
2015-12-24
443.091003
458.455994
443.076996
454.984985
57,157,200
64.870298
21.482675
24.572201
0.216563
17.252308
0.190119
0.050558
47.645698
0.125326
0.052219
0.001468
1
2015-12-25
454.855011
458.304993
452.075012
455.653015
39,078,500
65.065515
20.945258
23.846813
0.195185
16.464999
0.187561
0.032903
47.360905
0.242346
0.133001
-0.084229
0
2015-12-26
455.756012
457.489014
405.76001
417.273987
116,166,000
48.418469
17.223937
22.522237
0.171226
18.983856
0.085113
-0.094693
44.064027
0.211014
0.192895
0.013298
1
2015-12-27
416.514008
424.006989
408.882996
422.822998
53,591,200
50.394625
14.554745
20.928739
0.1486
18.708152
0.097469
0.048254
41.00264
0.14092
0.198093
-0.001287
0
2015-12-28
423.342987
429.769012
418.480988
422.278992
49,638,600
50.191609
12.254234
19.193838
0.144236
18.178143
0.093281
-0.042638
38.299519
0.045346
0.132427
0.025348
1
2015-12-29
422.097992
432.983002
420.627014
432.983002
51,596,500
54.109041
11.166072
17.588285
0.13644
17.762274
0.117942
0.046293
35.96411
0.123748
0.103338
-0.014696
0
2015-12-30
433.299988
434.386993
422.084015
426.619995
46,889,400
51.515248
9.678684
16.006365
0.128843
17.372325
0.096429
-0.040209
33.874655
0.142514
0.103869
0.009252
1
2015-12-31
425.875
432.92099
418.734985
430.566986
45,996,600
53.019671
8.717913
14.548674
0.129976
17.14473
0.099818
0.041095
31.711352
0.184462
0.150241
0.008749
1
2016-01-01
430.721008
436.246002
427.515015
434.334015
36,278,900
54.471662
8.166326
13.272205
0.130137
16.543749
0.104015
0.031134
29.91154
0.191986
0.172987
-0.002063
0
2016-01-02
434.622009
436.062012
431.869995
433.437988
30,096,600
54.043803
7.56963
12.13169
0.130224
15.661482
0.096349
-0.025048
28.240286
0.261959
0.212803
-0.007907
0
2016-01-03
433.578003
433.743011
424.705994
430.010986
39,633,800
52.350144
6.74249
11.05385
0.132399
15.188306
0.082364
-0.033833
26.294067
0.277292
0.243746
0.007163
1
2016-01-04
430.061005
434.516998
429.084015
433.091003
38,477,500
53.752919
6.263308
10.095742
0.123694
14.491497
0.083954
0.033997
24.428188
0.29818
0.279144
-0.002611
0
2016-01-05
433.069
434.182007
429.675995
431.959991
34,522,600
53.134333
5.726281
9.221849
0.120534
13.778248
0.075674
-0.029499
22.695587
0.279969
0.285147
-0.006609
0
2016-01-06
431.855988
431.855988
426.341003
429.105011
34,042,500
51.522515
5.012528
8.379985
0.116287
13.195444
0.063585
-0.029973
21.365253
0.263397
0.280516
0.06745
1
2016-01-07
430.010986
458.765991
429.076996
458.048004
87,562,200
63.583104
6.705041
8.044996
0.111462
14.373555
0.128417
0.079478
21.432067
0.460233
0.334533
-0.010519
0
2016-01-08
457.537994
462.93399
447.937988
453.230011
56,993,000
60.868369
7.570331
7.950063
0.104061
14.418015
0.1096
-0.047922
21.719178
0.639465
0.454365
-0.012398
0
2016-01-09
453.382996
454.640015
446.889008
447.610992
32,278,000
57.770447
7.713752
7.902801
0.105716
13.941801
0.089146
-0.028507
21.88836
0.765959
0.621886
0.000849
1
2016-01-10
448.238007
448.30899
440.351013
447.990997
35,995,900
57.926403
7.768528
7.875946
0.107987
13.514385
0.083686
0.032723
21.442653
0.654839
0.686754
0.000975
1
2016-01-11
448.697998
450.661987
443.855011
448.428009
40,450,000
58.117961
7.757774
7.852312
0.110182
13.035284
0.07828
0.035607
21.183523
0.563555
0.661451
-0.028406
0
2016-01-12
448.182007
448.182007
435.690002
435.690002
115,607,000
50.850533
6.644803
7.61081
0.109866
13.01405
0.042006
-0.098267
20.205967
0.374907
0.531101
-0.007618
0
2016-01-13
434.665009
435.186005
424.442993
432.371002
173,888,000
49.126765
5.43233
7.175114
0.103989
12.887833
0.028542
-0.163914
19.10991
0.182377
0.373613
-0.004776
0
2016-01-14
432.287994
433.324005
427.845001
430.306
43,945,500
48.035712
4.25575
6.591241
0.096344
12.358631
0.018681
-0.049546
18.092143
0
0.185762
-0.153321
0
2016-01-15
430.255005
430.255005
364.330994
364.330994
153,351,008
27.229018
-1.977534
4.877486
0.16968
16.188372
-0.137979
-0.181908
20.066084
0
0.060792
0.063692
1
2016-01-16
365.072998
390.557007
354.914001
387.536011
120,352,000
37.485669
-4.987512
2.904487
0.192378
17.577988
-0.084353
0.174508
22.147845
0.094044
0.031348
-0.013514
0
2016-01-17
387.152008
390.964996
380.09201
382.299011
45,319,600
36.244102
-7.706686
0.782252
0.216413
17.09906
-0.097789
-0.055949
24.049088
0.176704
0.090249
0.012736
1
2016-01-18
381.733002
388.104004
376.665009
387.167999
54,403,900
38.290535
-9.360858
-1.24637
0.233048
16.694769
-0.086983
0.071144
25.910768
0.278128
0.182959
-0.018129
0
2016-01-19
387.026001
387.730011
378.971985
380.148987
46,819,800
36.473049
-11.110106
-3.219117
0.252729
16.127859
-0.103655
-0.05716
27.639472
0.268843
0.241225
0.105435
1
2016-01-20
379.73999
425.266998
376.598999
420.230011
121,720,000
50.826549
-9.156643
-4.406622
0.252713
18.452155
-0.011839
0.157611
26.559673
0.402551
0.316507
-0.02372
0
2016-01-21
419.631989
422.877014
406.299988
410.261993
68,338,000
47.926343
-8.316972
-5.188692
0.253633
18.318217
-0.03759
-0.076441
25.557004
0.506217
0.392537
-0.067688
0
2016-01-22
409.751007
410.410004
375.282013
382.492004
91,546,600
40.92091
-9.779599
-6.106873
0.266639
19.518915
-0.103636
-0.110876
25.835257
0.569212
0.49266
0.01307
1
2016-01-23
382.43399
394.542999
381.980988
387.490997
56,247,400
42.548896
-10.415304
-6.96856
0.275041
19.021994
-0.092955
0.076619
26.093635
0.518167
0.531199
0.039949
1
2016-01-24
388.10199
405.484985
387.51001
402.971008
54,824,800
47.384022
-9.559797
-7.486807
0.275383
18.948565
-0.057338
0.069366
25.655125
0.530576
0.539318
-0.027905
0
2016-01-25
402.316986
402.316986
388.553986
391.726013
59,062,400
44.457023
-9.677622
-7.92497
0.278841
18.624883
-0.083769
-0.069881
25.247938
0.625934
0.558225
0.00109
1
2016-01-26
392.002014
397.765991
390.575012
392.153015
58,147,000
44.596976
-9.625585
-8.265093
0.28159
17.808176
-0.082625
0.073966
24.869835
0.705947
0.620819
0.007188
1
2016-01-27
392.444
396.842987
391.782013
394.971985
47,424,400
45.572005
-9.250248
-8.462124
0.26625
16.897661
-0.07514
0.056172
24.518739
0.747556
0.693146
-0.037175
0
2016-01-28
395.145996
395.502014
379.734985
380.289001
59,247,900
41.477465
-10.022056
-8.77411
0.25562
16.816902
-0.107964
-0.066444
24.753072
0.705715
0.71974
-0.002143
0
2016-01-29
380.108002
384.378998
365.451996
379.473999
86,125,296
41.255889
-10.577552
-9.134799
0.244453
16.967623
-0.10837
-0.10346
25.544232
0.574941
0.676071
-0.003212
0
2016-01-30
378.86499
380.916992
376.490997
378.255005
30,284,400
40.903922
-10.98947
-9.505733
0.227389
16.071793
-0.108146
-0.040578
26.278881
0.422349
0.567668
-0.025084
0
2016-01-31
378.292999
380.346985
367.834991
368.766998
37,894,300
38.174048
-11.943839
-9.993354
0.206868
15.817521
-0.127793
-0.052922
27.293377
0.260581
0.419291
0.011631
1
2016-02-01
369.350006
378.071991
367.957001
373.056
51,656,700
40.119537
-12.213309
-10.437345
0.189634
15.410198
-0.115107
0.076173
28.235409
0.230702
0.304544
0.003731
1
2016-02-02
372.920013
375.882996
372.920013
374.447998
40,378,700
40.770955
-12.174207
-10.784718
0.16787
14.521111
-0.108858
0.055328
29.110153
0.192602
0.227962
-0.012015
0
2016-02-03
374.645996
374.950012
368.045013
369.949005
45,933,400
39.283492
-12.363729
-11.10052
0.141526
13.977103
-0.11555
-0.05964
30.128707
0.19102
0.204775
0.053102
1
2016-02-04
370.174011
391.608002
369.993011
389.593994
69,285,504
48.174655
-10.804195
-11.041255
0.132086
14.525809
-0.065665
0.095665
29.522944
0.43967
0.274431
-0.007816
0
2016-02-05
388.89801
391.093994
385.571991
386.549011
43,825,000
47.025179
-9.702118
-10.773427
0.132087
13.88268
-0.069865
-0.055228
28.96045
0.666274
0.432321
-0.02594
0
2016-02-06
386.588989
386.631012
372.386993
376.522003
49,249,300
43.356523
-9.527977
-10.524337
0.13383
13.90849
-0.090179
-0.065691
29.121469
0.801092
0.635679
0.00026
1
2016-02-07
376.514008
380.871002
374.903015
376.619995
37,076,300
43.402993
-9.275144
-10.274499
0.135764
13.341312
-0.086158
0.052931
29.270987
0.642046
0.703137
-0.008425
0
2016-02-08
376.756989
379.878998
373.334015
373.446991
47,671,100
42.19585
-9.224473
-10.064494
0.138208
12.855859
-0.090802
-0.064636
29.491245
0.481078
0.641405
0.006914
1
2016-02-09
373.423004
377.246002
372.89801
376.028992
55,318,500
43.571191
-8.87368
-9.826331
0.112658
12.248155
-0.081716
0.080187
29.719615
0.488233
0.537119
0.014946
1
2016-02-10
376.145996
385.483002
375.78299
381.648987
85,130,896
46.552082
-8.049399
-9.470944
0.092595
12.066144
-0.065485
0.114242
29.066928
0.593197
0.520836
-0.005227
0
2016-02-11
382.114014
383.130005
376.398987
379.653992
74,375,600
45.630589
-7.471008
-9.070957
0.092743
11.685064
-0.067504
-0.089575
28.460861
0.707681
0.59637
0.01214
1
2016-02-12
379.686005
384.95401
379.600006
384.263
67,042,800
48.182579
-6.565043
-8.569774
0.091961
11.232845
-0.052894
0.088688
27.700885
0.86112
0.720666
0.01977
1
2016-02-13
384.640991
391.859985
384.640991
391.859985
61,911,700
52.167891
-5.174399
-7.890699
0.080625
10.973141
-0.031122
0.075229
26.276624
0.915203
0.828001
0.039223
1
2016-02-14
392.932007
407.230011
392.932007
407.230011
74,469,800
59.032882
-2.799797
-6.872519
0.097773
11.287204
0.007381
0.084157
25.15297
1
0.925441
-0.0173
0
2016-02-15
407.567993
410.381012
397.748993
400.184998
74,070,496
55.127356
-1.469442
-5.791903
0.103883
11.383262
-0.008937
-0.077208
24.340565
0.934082
0.949762
0.018249
1
2016-02-16
401.432007
408.945007
401.432007
407.488007
73,093,104
58.213566
0.172181
-4.599087
0.115425
11.195887
0.009889
0.082564
23.586189
0.920253
0.951445
0.021679
1
2016-02-17
407.656006
421.166992
406.783997
416.321991
83,193,600
61.64957
2.161096
-3.24705
0.137495
11.423538
0.032635
0.086806
23.747133
0.920253
0.924863
0.014534
1
2016-02-18
416.571991
425.996002
415.638
422.372986
76,752,600
63.842722
4.177435
-1.762153
0.160344
11.347428
0.047865
0.073689
24.194143
0.986171
0.942226
-0.00376
0
2016-02-19
422.730011
423.104004
417.604004
420.785004
55,711,300
62.827291
5.582905
-0.293142
0.175257
10.929755
0.044432
-0.049816
24.609223
0.984364
0.963596
0.038925
1
2016-02-20
421.601013
441.984009
421.601013
437.164001
93,992,096
68.408581
7.92702
1.350891
0.197516
11.663273
0.084934
0.088453
26.009595
0.984364
0.984966
0.003738
1
2016-02-21
437.77301
448.04599
429.076996
438.798004
89,820,704
68.910091
9.80359
3.041431
0.215525
12.18511
0.0887
0.077658
27.571294
0.984364
0.984364
-0.002393
0
2016-02-22
438.989014
439.045013
432.916992
437.747986
85,385,200
68.161271
11.078352
4.648815
0.226783
11.752461
0.085678
-0.068504
29.021444
0.990149
0.986292
-0.038863
0
2016-02-23
438.255005
439.858002
417.821014
420.735992
85,244,896
57.297657
10.593767
5.837805
0.220092
12.48707
0.044125
-0.073421
28.68582
0.823874
0.932796
0.010028
1
2016-02-24
420.955994
425.549988
413.907013
424.954987
67,743,696
59.04116
10.429937
6.756232
0.223174
12.426777
0.054962
0.06297
27.996087
0.682563
0.832195
-0.000967
0
2016-02-25
425.036987
427.718994
420.415009
424.544006
70,798,000
58.789354
10.149936
7.434972
0.22344
12.060864
0.054181
-0.061911
27.498935
0.529655
0.678697
0.01792
1
2016-02-26
424.628998
432.152008
421.619995
432.152008
61,486,000
62.018708
10.421799
8.032338
0.219523
11.95166
0.074454
0.057316
27.329003
0.558725
0.590314
0.000849
1
2016-02-27
432.838989
434.230988
428.102997
432.519012
41,893,600
62.172699
10.545307
8.534932
0.212445
11.535684
0.076475
0.036936
27.307363
0.537093
0.541824
0.002277
1
2016-02-28
432.571014
435.683014
423.820007
433.503998
53,033,400
62.610842
10.600473
8.94804
0.199226
11.559064
0.079685
0.045091
26.802232
0.547505
0.547774
0.009672
1
2016-02-29
433.437988
441.506989
431.692993
437.696991
60,694,700
64.49608
10.857374
9.329907
0.185625
11.434416
0.090687
0.049379
26.746815
0.558007
0.547535
-0.005881
0
2016-03-01
437.916992
439.653015
432.319
435.122986
74,895,800
62.415507
10.729586
9.609843
0.171403
11.14153
0.084992
-0.058065
26.695356
0.534524
0.546679
-0.025588
0
2016-03-02
435.131012
435.916992
423.989014
423.989014
74,955,296
54.261573
9.619012
9.611676
0.147195
11.197705
0.057847
-0.061694
25.680015
0.353537
0.482023
-0.005514
0
2016-03-03
423.911987
425.372986
419.411011
421.651001
100,484,000
52.704517
8.452778
9.379897
0.122407
10.823724
0.052576
-0.088143
24.256663
0.146907
0.344989
-0.025405
0
2016-03-04
421.835999
425.178009
410.938995
410.938995
90,856,096
46.167804
6.588215
8.82156
0.105426
11.067674
0.026829
-0.087402
22.917614
0
0.166815
-0.025232
0
2016-03-05
410.781006
411.256989
394.035004
400.570007
135,384,992
40.882184
4.22514
7.902276
0.111047
11.507267
-0.00089
-0.142711
22.931139
0
0.048969
0.017817
1
2016-03-06
400.524994
411.907013
395.778015
407.707001
91,212,496
45.506672
2.894911
6.900803
0.104686
11.837391
0.015889
0.112154
22.876401
0.056508
0.018836
0.016222
1
2016-03-07
407.756989
415.916992
406.30899
414.321014
85,762,400
49.452848
2.347331
5.990109
0.100582
11.678149
0.030724
0.094818
22.403373
0.177492
0.078
-0.000842
0
2016-03-08
414.464996
416.243011
411.093994
413.971985
70,311,696
49.250163
1.863723
5.164832
0.101587
11.211782
0.028484
-0.071004
21.929104
0.295614
0.176538
0.002145
1
2016-03-09
413.894012
416.032013
411.605988
414.859985
70,012,304
49.813738
1.534427
4.438751
0.103552
10.727085
0.028916
0.076105
21.488711
0.365183
0.27943
0.005474
1
2016-03-10
414.743988
417.511993
413.251007
417.131012
81,022,896
51.303139
1.440109
3.839022
0.104399
10.265221
0.034707
0.081845
20.900121
0.391302
0.3507
0.010929
1
2016-03-11
417.238007
423.925995
417.013
421.690002
73,969,696
54.239116
1.713482
3.413914
0.100678
10.025776
0.045423
0.069067
19.608828
0.461726
0.40607
-0.023871
0
2016-03-12
421.605011
421.795013
410.093994
411.623993
92,712,896
47.438396
1.10515
2.952162
0.097733
10.145437
0.018997
-0.080976
19.080446
0.428196
0.427074
0.00593
1
2016-03-13
411.64801
416.604004
411.641998
414.065002
74,322,800
49.104932
0.810667
2.523863
0.092816
9.776478
0.023693
0.070633
18.589805
0.397166
0.429029
0.005731
1
2016-03-14
414.200989
416.68399
414.200989
416.437988
95,259,400
50.740055
0.760006
2.171091
0.09328
9.265228
0.028874
0.084558
18.123841
0.361218
0.395527
0.000941
1
2016-03-15
416.388
418.131012
414.984985
416.829987
66,781,700
51.019997
0.742923
1.885458
0.093124
8.828143
0.028567
0.054658
17.494356
0.521244
0.426543
0.000434
1
2016-03-16
416.888
417.686005
415.911987
417.010986
65,185,800
51.158018
0.735512
1.655469
0.092877
8.324276
0.027753
0.050587
16.909835
0.661614
0.514692
0.008657
1
2016-03-17
417.889008
420.997009
417.889008
420.621002
83,528,600
53.945513
1.009302
1.526235
0.088973
8.014401
0.035341
0.0617
15.888847
0.835021
0.672626
-0.026325
0
2016-03-18
420.546997
420.546997
406.136993
409.548004
104,940,000
45.388744
0.328992
1.286787
0.086226
8.476516
0.006635
-0.073011
16.260355
0.694913
0.730516
0.002188
1
2016-03-19
409.265015
410.984009
407.230011
410.444
58,423,000
46.133305
-0.136288
1.002172
0.080636
8.139193
0.007304
0.043849
16.605325
0.466514
0.665483
0.008067
1
2016-03-20
410.401001
414.625
410.401001
413.755005
45,947,900
48.905542
-0.235145
0.754708
0.066558
7.859537
0.013663
0.033037
16.373716
0.272961
0.478129
-0.001083
0
2016-03-21
413.417999
413.417999
410.381012
413.307007
61,655,400
48.541523
-0.345655
0.534636
0.050945
7.539141
0.010361
-0.042913
16.160985
0.27924
0.339572
0.01157
1
2016-03-22
413.131989
418.375
412.531006
418.088989
66,813,300
52.597402
-0.046829
0.418343
0.04725
7.418059
0.019805
0.048588
15.222297
0.522699
0.3583
-0.000115
0
2016-03-23
418.161011
419.268005
417.364014
418.040985
61,444,200
52.552623
0.183998
0.371474
0.045191
7.024197
0.017524
-0.042613
14.222305
0.66006
0.487333
-0.00394
0
2016-03-24
418.424011
418.679993
415.485992
416.394012
68,346,704
50.949933
0.231366
0.343452
0.044868
6.750611
0.011229
-0.04951
13.561875
0.750768
0.644509
0.00188
1