diff -r 59779ce322a6 -r ca48ac1d3c3e marking1/EXR.csv
--- a/marking1/EXR.csv	Sat Jun 22 08:39:52 2019 +0100
+++ b/marking1/EXR.csv	Wed Jul 24 14:22:06 2019 +0100
@@ -1,283 +1,304 @@
 Date,Adj Close
-2005-01-03,7.353552
-2005-01-04,7.425481
-2005-01-05,7.193088
-2005-01-06,7.442084
-2005-01-07,7.613610
-2005-01-10,7.419951
-2005-01-11,7.447610
-2005-01-12,7.469748
-2005-01-13,7.220757
-2005-01-14,7.668942
-2005-01-18,7.331419
-2005-01-19,7.359087
-2005-01-20,7.276083
-2005-01-21,7.292688
-2005-01-24,7.320352
-2005-01-25,7.253953
-2005-01-26,7.165425
-2005-01-27,7.193088
-2005-01-28,7.159890
-2005-01-31,7.176489
-2006-01-03,8.989807
-2006-01-04,9.036912
-2006-01-05,8.942711
-2006-01-06,9.001583
-2006-01-09,8.972149
-2006-01-10,9.025132
-2006-01-11,9.066343
-2006-01-12,9.007469
-2006-01-13,8.836740
-2006-01-17,8.760206
-2006-01-18,8.748431
-2006-01-19,8.836740
-2006-01-20,8.713111
-2006-01-23,8.824966
-2006-01-24,8.819077
-2006-01-25,8.813190
-2006-01-26,9.066343
-2006-01-27,9.189976
-2006-01-30,9.095780
-2006-01-31,9.036912
-2007-01-03,11.527443
-2007-01-04,11.658083
-2007-01-05,11.328373
-2007-01-08,11.216397
-2007-01-09,11.322155
-2007-01-10,11.421689
-2007-01-11,11.490119
-2007-01-12,11.658083
-2007-01-16,11.633199
-2007-01-17,11.670527
-2007-01-18,11.533666
-2007-01-19,11.670527
-2007-01-22,11.763841
-2007-01-23,11.664310
-2007-01-24,11.695410
-2007-01-25,11.732736
-2007-01-26,11.776281
-2007-01-29,11.925586
-2007-01-30,12.093554
-2007-01-31,12.280181
-2008-01-02,9.197387
-2008-01-03,8.913884
-2008-01-04,8.768834
-2008-01-07,8.709498
-2008-01-08,8.432589
-2008-01-09,8.544671
-2008-01-10,8.630383
-2008-01-11,8.683126
-2008-01-14,8.801800
-2008-01-15,8.538078
-2008-01-16,8.834766
-2008-01-17,8.874327
-2008-01-18,8.735869
-2008-01-22,8.821581
-2008-01-23,9.414961
-2008-01-24,9.302879
-2008-01-25,9.461113
-2008-01-28,9.981971
-2008-01-29,9.856703
-2008-01-30,9.691874
-2008-01-31,9.981971
-2009-01-02,7.215513
-2009-01-05,6.903032
-2009-01-06,7.378857
-2009-01-07,7.144495
-2009-01-08,7.009558
-2009-01-09,6.711278
-2009-01-12,6.341981
-2009-01-13,6.505326
-2009-01-14,6.157331
-2009-01-15,6.334880
-2009-01-16,6.697076
-2009-01-20,5.887461
-2009-01-21,5.944275
-2009-01-22,6.001091
-2009-01-23,6.065007
-2009-01-26,6.079210
-2009-01-27,6.242553
-2009-01-28,6.562140
-2009-01-29,6.036601
-2009-01-30,5.759627
-2010-01-04,8.942157
-2010-01-05,8.881991
-2010-01-06,8.912074
-2010-01-07,8.844388
-2010-01-08,8.648848
-2010-01-11,8.716534
-2010-01-12,8.408183
-2010-01-13,8.558599
-2010-01-14,8.528515
-2010-01-15,8.566118
-2010-01-19,8.814307
-2010-01-20,8.836864
-2010-01-21,8.693972
-2010-01-22,8.633804
-2010-01-25,8.663890
-2010-01-26,8.536036
-2010-01-27,8.573640
-2010-01-28,8.498436
-2010-01-29,8.536036
-2011-01-03,13.823282
-2011-01-04,13.676476
-2011-01-05,13.715108
-2011-01-06,13.521935
-2011-01-07,13.653295
-2011-01-10,13.807829
-2011-01-11,13.807829
-2011-01-12,13.923730
-2011-01-13,13.954639
-2011-01-14,14.170989
-2011-01-18,14.078272
-2011-01-19,14.078272
-2011-01-20,14.263713
-2011-01-21,14.510973
-2011-01-24,14.549604
-2011-01-25,14.680965
-2011-01-26,14.820040
-2011-01-27,14.997764
-2011-01-28,14.696417
-2011-01-31,14.858681
-2012-01-03,19.362005
-2012-01-04,19.044590
-2012-01-05,19.354061
-2012-01-06,19.362005
-2012-01-09,19.274717
-2012-01-10,19.592129
-2012-01-11,19.449286
-2012-01-12,19.441357
-2012-01-13,19.449286
-2012-01-17,19.560383
-2012-01-18,19.631798
-2012-01-19,19.790503
-2012-01-20,20.203133
-2012-01-23,20.155527
-2012-01-24,20.155527
-2012-01-25,20.353903
-2012-01-26,20.472935
-2012-01-27,20.528484
-2012-01-30,20.409454
-2012-01-31,20.885569
-2013-01-02,30.058111
-2013-01-03,30.302828
-2013-01-04,30.449646
-2013-01-07,30.506742
-2013-01-08,30.302828
-2013-01-09,30.841175
-2013-01-10,30.833021
-2013-01-11,30.702505
-2013-01-14,30.702505
-2013-01-15,30.759604
-2013-01-16,30.930897
-2013-01-17,31.134815
-2013-01-18,31.428467
-2013-01-22,31.469254
-2013-01-23,31.330580
-2013-01-24,31.771053
-2013-01-25,32.072865
-2013-01-28,31.966818
-2013-01-29,32.342037
-2013-01-30,32.301254
-2013-01-31,32.497017
-2014-01-02,35.290352
-2014-01-03,35.543690
-2014-01-06,35.695686
-2014-01-07,35.585907
-2014-01-08,35.442356
-2014-01-09,35.881477
-2014-01-10,36.793499
-2014-01-13,36.565487
-2014-01-14,37.131287
-2014-01-15,37.705532
-2014-01-16,37.477524
-2014-01-17,37.139740
-2014-01-21,37.257957
-2014-01-22,37.080624
-2014-01-23,37.181957
-2014-01-24,36.818836
-2014-01-27,36.861061
-2014-01-28,37.705532
-2014-01-29,37.697083
-2014-01-30,38.296654
-2014-01-31,38.558437
-2015-01-02,51.484463
-2015-01-05,52.620022
-2015-01-06,53.764313
-2015-01-07,54.541725
-2015-01-08,55.362827
-2015-01-09,55.153191
-2015-01-12,55.939342
-2015-01-13,56.000492
-2015-01-14,56.585735
-2015-01-15,57.144775
-2015-01-16,58.262867
-2015-01-20,57.895996
-2015-01-21,57.773708
-2015-01-22,58.481251
-2015-01-23,58.088165
-2015-01-26,58.289085
-2015-01-27,58.402634
-2015-01-28,58.725838
-2015-01-29,58.865593
-2015-01-30,57.651417
-2016-01-04,79.164581
-2016-01-05,81.490303
-2016-01-06,82.166382
-2016-01-07,81.291992
-2016-01-08,81.048592
-2016-01-11,81.859894
-2016-01-12,81.589462
-2016-01-13,80.724083
-2016-01-14,78.623726
-2016-01-15,77.550980
-2016-01-19,79.777565
-2016-01-20,76.487305
-2016-01-21,76.370110
-2016-01-22,78.740906
-2016-01-25,78.966263
-2016-01-26,81.544388
-2016-01-27,79.993904
-2016-01-28,80.534760
-2016-01-29,81.751724
-2017-01-03,72.035019
-2017-01-04,72.418343
-2017-01-05,73.362587
-2017-01-06,74.045074
-2017-01-09,73.166267
-2017-01-10,71.642349
-2017-01-11,69.791229
-2017-01-12,69.005905
-2017-01-13,67.921410
-2017-01-17,68.286018
-2017-01-18,68.407555
-2017-01-19,68.342117
-2017-01-20,68.641281
-2017-01-23,70.118446
-2017-01-24,70.249344
-2017-01-25,68.968491
-2017-01-26,69.164841
-2017-01-27,68.435593
-2017-01-30,67.594193
-2017-01-31,67.360451
-2018-01-02,83.365616
-2018-01-03,83.540756
-2018-01-04,82.022896
-2018-01-05,81.633698
-2018-01-08,82.869392
-2018-01-09,80.865036
-2018-01-10,80.135300
-2018-01-11,80.028267
-2018-01-12,80.028267
-2018-01-16,80.475845
-2018-01-17,81.205582
-2018-01-18,80.466110
-2018-01-19,81.380714
-2018-01-22,82.849937
-2018-01-23,84.377525
-2018-01-24,83.229401
-2018-01-25,82.703979
-2018-01-26,81.935326
-2018-01-29,80.553673
-2018-01-30,80.670441
-2018-01-31,81.225044
+2005-01-03,7.163709
+2005-01-04,7.233783
+2005-01-05,7.007391
+2005-01-06,7.249954
+2005-01-07,7.417053
+2005-01-10,7.228390
+2005-01-11,7.255342
+2005-01-12,7.276906
+2005-01-13,7.034340
+2005-01-14,7.470956
+2005-01-18,7.142148
+2005-01-19,7.169097
+2005-01-20,7.088242
+2005-01-21,7.104415
+2005-01-24,7.131368
+2005-01-25,7.066681
+2005-01-26,6.980437
+2005-01-27,7.007391
+2005-01-28,6.975048
+2005-01-31,6.991222
+2006-01-03,8.758926
+2006-01-04,8.804816
+2006-01-05,8.713039
+2006-01-06,8.770401
+2006-01-09,8.741723
+2006-01-10,8.793346
+2006-01-11,8.833497
+2006-01-12,8.776135
+2006-01-13,8.609791
+2006-01-17,8.535221
+2006-01-18,8.523751
+2006-01-19,8.609791
+2006-01-20,8.489337
+2006-01-23,8.598317
+2006-01-24,8.592582
+2006-01-25,8.586845
+2006-01-26,8.833497
+2006-01-27,8.953953
+2006-01-30,8.862177
+2006-01-31,8.804816
+2007-01-03,11.232760
+2007-01-04,11.360064
+2007-01-05,11.038780
+2007-01-08,10.929667
+2007-01-09,11.032718
+2007-01-10,11.129711
+2007-01-11,11.196390
+2007-01-12,11.360064
+2007-01-16,11.335818
+2007-01-17,11.372184
+2007-01-18,11.238826
+2007-01-19,11.372184
+2007-01-22,11.463114
+2007-01-23,11.366122
+2007-01-24,11.396434
+2007-01-25,11.432804
+2007-01-26,11.475241
+2007-01-29,11.620724
+2007-01-30,11.784402
+2007-01-31,11.966260
+2008-01-02,8.963073
+2008-01-03,8.686794
+2008-01-04,8.545442
+2008-01-07,8.487614
+2008-01-08,8.217758
+2008-01-09,8.326987
+2008-01-10,8.410514
+2008-01-11,8.461915
+2008-01-14,8.577569
+2008-01-15,8.320561
+2008-01-16,8.609691
+2008-01-17,8.648242
+2008-01-18,8.513315
+2008-01-22,8.596840
+2008-01-23,9.175104
+2008-01-24,9.065878
+2008-01-25,9.220080
+2008-01-28,9.727665
+2008-01-29,9.605588
+2008-01-30,9.444955
+2008-01-31,9.727665
+2009-01-02,7.031690
+2009-01-05,6.727167
+2009-01-06,7.190872
+2009-01-07,6.962480
+2009-01-08,6.830982
+2009-01-09,6.540300
+2009-01-12,6.180412
+2009-01-13,6.339593
+2009-01-14,6.000467
+2009-01-15,6.173491
+2009-01-16,6.526461
+2009-01-20,5.737470
+2009-01-21,5.792839
+2009-01-22,5.848207
+2009-01-23,5.910494
+2009-01-26,5.924337
+2009-01-27,6.083519
+2009-01-28,6.394960
+2009-01-29,5.882810
+2009-01-30,5.612894
+2010-01-04,8.714345
+2010-01-05,8.655711
+2010-01-06,8.685031
+2010-01-07,8.619066
+2010-01-08,8.428509
+2010-01-11,8.494472
+2010-01-12,8.193978
+2010-01-13,8.340557
+2010-01-14,8.311239
+2010-01-15,8.347886
+2010-01-19,8.589749
+2010-01-20,8.611734
+2010-01-21,8.472486
+2010-01-22,8.413851
+2010-01-25,8.443167
+2010-01-26,8.318572
+2010-01-27,8.355216
+2010-01-28,8.281928
+2010-01-29,8.318572
+2011-01-03,13.471121
+2011-01-04,13.328050
+2011-01-05,13.365702
+2011-01-06,13.177449
+2011-01-07,13.305463
+2011-01-10,13.456056
+2011-01-11,13.456056
+2011-01-12,13.569010
+2011-01-13,13.599131
+2011-01-14,13.809967
+2011-01-18,13.719606
+2011-01-19,13.719606
+2011-01-20,13.900328
+2011-01-21,14.141287
+2011-01-24,14.178936
+2011-01-25,14.306949
+2011-01-26,14.442487
+2011-01-27,14.615680
+2011-01-28,14.322005
+2011-01-31,14.480132
+2012-01-03,18.868734
+2012-01-04,18.559408
+2012-01-05,18.860994
+2012-01-06,18.868734
+2012-01-09,18.783667
+2012-01-10,19.092991
+2012-01-11,18.953794
+2012-01-12,18.946060
+2012-01-13,18.953794
+2012-01-17,19.062056
+2012-01-18,19.131655
+2012-01-19,19.286314
+2012-01-20,19.688437
+2012-01-23,19.642040
+2012-01-24,19.642040
+2012-01-25,19.835367
+2012-01-26,19.951363
+2012-01-27,20.005497
+2012-01-30,19.889503
+2012-01-31,20.353485
+2013-01-02,29.292347
+2013-01-03,29.530823
+2013-01-04,29.673899
+2013-01-07,29.729549
+2013-01-08,29.530823
+2013-01-09,30.055454
+2013-01-10,30.047501
+2013-01-11,29.920319
+2013-01-14,29.920319
+2013-01-15,29.975960
+2013-01-16,30.142889
+2013-01-17,30.341627
+2013-01-18,30.627787
+2013-01-22,30.667543
+2013-01-23,30.532393
+2013-01-24,30.961649
+2013-01-25,31.255774
+2013-01-28,31.152428
+2013-01-29,31.518084
+2013-01-30,31.478334
+2013-01-31,31.669113
+2014-01-02,34.391285
+2014-01-03,34.638168
+2014-01-06,34.786304
+2014-01-07,34.679321
+2014-01-08,34.539425
+2014-01-09,34.967354
+2014-01-10,35.856144
+2014-01-13,35.633945
+2014-01-14,36.185326
+2014-01-15,36.744930
+2014-01-16,36.522736
+2014-01-17,36.193558
+2014-01-21,36.308765
+2014-01-22,36.135952
+2014-01-23,36.234703
+2014-01-24,35.880836
+2014-01-27,35.921978
+2014-01-28,36.744930
+2014-01-29,36.736706
+2014-01-30,37.320995
+2014-01-31,37.576118
+2015-01-02,50.172832
+2015-01-05,51.279457
+2015-01-06,52.394608
+2015-01-07,53.152218
+2015-01-08,53.952396
+2015-01-09,53.748096
+2015-01-12,54.514221
+2015-01-13,54.573814
+2015-01-14,55.144150
+2015-01-15,55.688953
+2015-01-16,56.778553
+2015-01-20,56.421032
+2015-01-21,56.301857
+2015-01-22,56.991371
+2015-01-23,56.608299
+2015-01-26,56.804092
+2015-01-27,56.914761
+2015-01-28,57.229725
+2015-01-29,57.365925
+2015-01-30,56.182678
+2016-01-04,77.147774
+2016-01-05,79.414238
+2016-01-06,80.073090
+2016-01-07,79.220970
+2016-01-08,78.983780
+2016-01-11,79.774406
+2016-01-12,79.510880
+2016-01-13,78.667542
+2016-01-14,76.620682
+2016-01-15,75.575294
+2016-01-19,77.745148
+2016-01-20,74.538689
+2016-01-21,74.424500
+2016-01-22,76.734901
+2016-01-25,76.954498
+2016-01-26,79.466942
+2016-01-27,77.955963
+2016-01-28,78.483063
+2016-01-29,79.669014
+2017-01-03,70.199860
+2017-01-04,70.573402
+2017-01-05,71.493591
+2017-01-06,72.158699
+2017-01-09,71.302269
+2017-01-10,69.817184
+2017-01-11,68.013214
+2017-01-12,67.247894
+2017-01-13,66.191025
+2017-01-17,66.546356
+2017-01-18,66.664803
+2017-01-19,66.601021
+2017-01-20,66.892570
+2017-01-23,68.332092
+2017-01-24,68.459648
+2017-01-25,67.211441
+2017-01-26,67.402786
+2017-01-27,66.692131
+2017-01-30,65.872139
+2017-01-31,65.644371
+2018-01-02,81.241776
+2018-01-03,81.412453
+2018-01-04,79.933258
+2018-01-05,79.553986
+2018-01-08,80.758194
+2018-01-09,78.804901
+2018-01-10,78.093758
+2018-01-11,77.989441
+2018-01-12,77.989441
+2018-01-16,78.425613
+2018-01-17,79.136772
+2018-01-18,78.416138
+2018-01-19,79.307457
+2018-01-22,80.739243
+2018-01-23,82.227905
+2018-01-24,81.109032
+2018-01-25,80.596992
+2018-01-26,79.847923
+2018-01-29,78.501480
+2018-01-30,78.615273
+2018-01-31,79.155739
+2019-01-02,85.972244
+2019-01-03,86.975121
+2019-01-04,86.365524
+2019-01-07,86.227875
+2019-01-08,87.594536
+2019-01-09,87.024284
+2019-01-10,88.459778
+2019-01-11,88.223801
+2019-01-14,88.518761
+2019-01-15,90.042747
+2019-01-16,90.465530
+2019-01-17,90.593353
+2019-01-18,90.780159
+2019-01-22,90.799820
+2019-01-23,90.583511
+2019-01-24,90.485191
+2019-01-25,91.586395
+2019-01-28,93.179192
+2019-01-29,94.929329
+2019-01-30,95.892868
+2019-01-31,96.954742