--- a/marking1/MSFT.csv	Sat Jun 22 08:39:52 2019 +0100
+++ b/marking1/MSFT.csv	Wed Jul 24 14:22:06 2019 +0100
@@ -1,659 +1,680 @@
 Date,Adj Close
-1987-01-02,0.120841
-1987-01-05,0.127801
-1987-01-06,0.129699
-1987-01-07,0.136658
-1987-01-08,0.141087
-1987-01-09,0.146781
-1987-01-12,0.156271
-1987-01-13,0.151842
-1987-01-14,0.151842
-1987-01-15,0.160067
-1987-01-16,0.156271
-1987-01-19,0.161965
-1987-01-20,0.164496
-1987-01-21,0.171455
-1987-01-22,0.188538
-1987-01-23,0.170823
-1987-01-26,0.173986
-1987-01-27,0.180945
-1987-01-28,0.181578
-1987-01-29,0.173986
-1987-01-30,0.185058
-1988-01-04,0.283439
-1988-01-05,0.288501
-1988-01-06,0.296092
-1988-01-07,0.306215
-1988-01-08,0.283439
-1988-01-11,0.292929
-1988-01-12,0.287235
-1988-01-13,0.287235
-1988-01-14,0.284704
-1988-01-15,0.292297
-1988-01-18,0.289766
-1988-01-19,0.289766
-1988-01-20,0.273316
-1988-01-21,0.278378
-1988-01-22,0.272684
-1988-01-25,0.282174
-1988-01-26,0.275847
-1988-01-27,0.282174
-1988-01-28,0.285970
-1988-01-29,0.282174
-1989-01-03,0.271418
-1989-01-04,0.274582
-1989-01-05,0.270153
-1989-01-06,0.268255
-1989-01-09,0.265724
-1989-01-10,0.263193
-1989-01-11,0.265724
-1989-01-12,0.265724
-1989-01-13,0.268255
-1989-01-16,0.268887
-1989-01-17,0.260663
-1989-01-18,0.260663
-1989-01-19,0.270786
-1989-01-20,0.273949
-1989-01-23,0.268255
-1989-01-24,0.266989
-1989-01-25,0.268255
-1989-01-26,0.274582
-1989-01-27,0.280276
-1989-01-30,0.296092
-1989-01-31,0.301787
-1990-01-02,0.449200
-1990-01-03,0.451731
-1990-01-04,0.465017
-1990-01-05,0.453629
-1990-01-08,0.460588
-1990-01-09,0.459323
-1990-01-10,0.446670
-1990-01-11,0.437812
-1990-01-12,0.435914
-1990-01-15,0.435914
-1990-01-16,0.449200
-1990-01-17,0.442873
-1990-01-18,0.480834
-1990-01-19,0.476405
-1990-01-22,0.459323
-1990-01-23,0.454262
-1990-01-24,0.459323
-1990-01-25,0.459323
-1990-01-26,0.459323
-1990-01-29,0.463119
-1990-01-30,0.461854
-1990-01-31,0.468181
-1991-01-02,0.756681
-1991-01-03,0.761742
-1991-01-04,0.768069
-1991-01-07,0.757946
-1991-01-08,0.744028
-1991-01-09,0.749089
-1991-01-10,0.792111
-1991-01-11,0.789580
-1991-01-14,0.776927
-1991-01-15,0.793376
-1991-01-16,0.832602
-1991-01-17,0.850317
-1991-01-18,0.862971
-1991-01-21,0.905993
-1991-01-22,0.899666
-1991-01-23,0.900931
-1991-01-24,0.916116
-1991-01-25,0.905993
-1991-01-28,0.933830
-1991-01-29,0.936361
-1991-01-30,0.974322
-1991-01-31,0.993302
-1992-01-02,1.731003
-1992-01-03,1.715819
-1992-01-06,1.768963
-1992-01-07,1.822109
-1992-01-08,1.886641
-1992-01-09,1.932195
-1992-01-10,1.901825
-1992-01-13,1.930296
-1992-01-14,1.947378
-1992-01-15,1.996727
-1992-01-16,1.939787
-1992-01-17,1.920807
-1992-01-20,1.860068
-1992-01-21,1.812618
-1992-01-22,1.905621
-1992-01-23,1.898030
-1992-01-24,1.892335
-1992-01-27,1.831598
-1992-01-28,1.833496
-1992-01-29,1.890437
-1992-01-30,1.875254
-1992-01-31,1.825904
-1993-01-04,1.938837
-1993-01-05,1.970154
-1993-01-06,2.027096
-1993-01-07,1.987237
-1993-01-08,1.984390
-1993-01-11,2.029943
-1993-01-12,2.044178
-1993-01-13,2.078342
-1993-01-14,2.078342
-1993-01-15,2.044178
-1993-01-18,2.032788
-1993-01-19,2.012860
-1993-01-20,2.012860
-1993-01-21,2.038483
-1993-01-22,2.035636
-1993-01-25,2.015707
-1993-01-26,2.004318
-1993-01-27,1.964460
-1993-01-28,1.981542
-1993-01-29,1.970154
-1994-01-03,1.824955
-1994-01-04,1.833496
-1994-01-05,1.873354
-1994-01-06,1.927450
-1994-01-07,1.941684
-1994-01-10,1.953072
-1994-01-11,1.941684
-1994-01-12,1.947378
-1994-01-13,1.944531
-1994-01-14,1.950226
-1994-01-17,1.930296
-1994-01-18,1.927450
-1994-01-19,1.896131
-1994-01-20,1.964460
-1994-01-21,1.964460
-1994-01-24,1.941684
-1994-01-25,1.938837
-1994-01-26,1.918908
-1994-01-27,1.918908
-1994-01-28,1.933143
-1994-01-31,1.938837
-1995-01-03,2.741704
-1995-01-04,2.761633
-1995-01-05,2.716080
-1995-01-06,2.761633
-1995-01-09,2.744550
-1995-01-10,2.778714
-1995-01-11,2.795797
-1995-01-12,2.790103
-1995-01-13,2.858432
-1995-01-16,2.921067
-1995-01-17,2.943844
-1995-01-18,2.963772
-1995-01-19,2.892597
-1995-01-20,2.807186
-1995-01-23,2.861279
-1995-01-24,2.824979
-1995-01-25,2.812880
-1995-01-26,2.727468
-1995-01-27,2.727468
-1995-01-30,2.687610
-1995-01-31,2.704692
-1996-01-02,4.088356
-1996-01-03,3.957391
-1996-01-04,3.980170
-1996-01-05,3.934615
-1996-01-08,3.928920
-1996-01-09,3.652758
-1996-01-10,3.752405
-1996-01-11,3.946003
-1996-01-12,3.906145
-1996-01-15,3.758098
-1996-01-16,3.934615
-1996-01-17,3.866287
-1996-01-18,3.991556
-1996-01-19,4.185155
-1996-01-22,4.190848
-1996-01-23,4.076966
-1996-01-24,4.156683
-1996-01-25,4.071271
-1996-01-26,4.122520
-1996-01-29,4.116828
-1996-01-30,4.136755
-1996-01-31,4.213625
-1997-01-02,7.436481
-1997-01-03,7.709799
-1997-01-06,7.687021
-1997-01-07,7.743962
-1997-01-08,7.595914
-1997-01-09,7.504810
-1997-01-10,7.675631
-1997-01-13,7.630080
-1997-01-14,7.778124
-1997-01-15,7.709799
-1997-01-16,7.835066
-1997-01-17,7.937560
-1997-01-20,8.267817
-1997-01-21,8.655013
-1997-01-22,8.871387
-1997-01-23,8.632239
-1997-01-24,8.740425
-1997-01-27,8.757510
-1997-01-28,8.711954
-1997-01-29,8.860002
-1997-01-30,9.213036
-1997-01-31,9.292750
-1998-01-02,11.946198
-1998-01-05,11.877866
-1998-01-06,11.946198
-1998-01-07,11.803845
-1998-01-08,11.889261
-1998-01-09,11.570388
-1998-01-12,11.798150
-1998-01-13,12.037301
-1998-01-14,11.946198
-1998-01-15,12.054384
-1998-01-16,12.322012
-1998-01-20,12.555466
-1998-01-21,12.481440
-1998-01-22,12.629493
-1998-01-23,12.595325
-1998-01-26,12.914191
-1998-01-27,13.227366
-1998-01-28,13.574705
-1998-01-29,13.506371
-1998-01-30,13.591789
-1999-01-04,25.691732
-1999-01-05,26.693893
-1999-01-06,27.559376
-1999-01-07,27.422731
-1999-01-08,27.308859
-1999-01-11,26.876089
-1999-01-12,25.908096
-1999-01-13,26.204195
-1999-01-14,25.828382
-1999-01-15,27.286072
-1999-01-19,28.356562
-1999-01-20,29.632038
-1999-01-21,28.846252
-1999-01-22,28.470432
-1999-01-25,29.495380
-1999-01-26,31.260553
-1999-01-27,30.725292
-1999-01-28,31.704668
-1999-01-29,31.886904
-2000-01-03,42.477909
-2000-01-04,41.042988
-2000-01-05,41.475750
-2000-01-06,40.086391
-2000-01-07,40.610226
-2000-01-10,40.906349
-2000-01-11,39.858616
-2000-01-12,38.560371
-2000-01-13,39.289219
-2000-01-14,40.906349
-2000-01-18,42.022377
-2000-01-19,38.993122
-2000-01-20,38.628693
-2000-01-21,37.808743
-2000-01-24,36.897697
-2000-01-25,37.467098
-2000-01-26,36.214397
-2000-01-27,35.986629
-2000-01-28,35.804432
-2000-01-31,35.667759
-2001-01-02,15.806787
-2001-01-03,17.469460
-2001-01-04,17.651676
-2001-01-05,17.902216
-2001-01-08,17.833879
-2001-01-09,18.881592
-2001-01-10,19.268793
-2001-01-11,20.043196
-2001-01-12,19.496561
-2001-01-16,19.154915
-2001-01-17,19.291571
-2001-01-18,20.225401
-2001-01-19,22.229715
-2001-01-22,21.910851
-2001-01-23,22.070282
-2001-01-24,22.935791
-2001-01-25,22.525820
-2001-01-26,23.322989
-2001-01-29,23.505196
-2001-01-30,23.095215
-2001-01-31,22.252495
-2002-01-02,24.430826
-2002-01-03,25.228903
-2002-01-04,25.108652
-2002-01-07,24.984749
-2002-01-08,25.283573
-2002-01-09,25.039413
-2002-01-10,25.247124
-2002-01-11,25.002970
-2002-01-14,24.951952
-2002-01-15,25.345522
-2002-01-16,24.733301
-2002-01-17,25.458492
-2002-01-18,24.088266
-2002-01-22,23.490618
-2002-01-23,23.228237
-2002-01-24,23.541643
-2002-01-25,23.250103
-2002-01-28,23.257391
-2002-01-29,22.710758
-2002-01-30,22.903906
-2002-01-31,23.217310
-2003-01-02,19.576736
-2003-01-03,19.602240
-2003-01-06,19.959373
-2003-01-07,20.334724
-2003-01-08,19.766232
-2003-01-09,20.338373
-2003-01-10,20.378456
-2003-01-13,20.549732
-2003-01-14,20.761106
-2003-01-15,20.505997
-2003-01-16,20.170734
-2003-01-17,18.753138
-2003-01-21,18.705763
-2003-01-22,18.585501
-2003-01-23,19.051962
-2003-01-24,18.166420
-2003-01-27,17.918600
-2003-01-28,17.791069
-2003-01-29,18.188290
-2003-01-30,17.579693
-2003-01-31,17.295446
-2004-01-02,20.183681
-2004-01-05,20.691027
-2004-01-06,20.764559
-2004-01-07,20.742495
-2004-01-08,20.705730
-2004-01-09,20.338093
-2004-01-12,20.271906
-2004-01-13,20.168972
-2004-01-14,20.367498
-2004-01-15,20.249855
-2004-01-16,20.448385
-2004-01-20,20.661623
-2004-01-21,20.808680
-2004-01-22,20.595442
-2004-01-23,20.941027
-2004-01-26,21.176313
-2004-01-27,20.771906
-2004-01-28,20.374851
-2004-01-29,20.521919
-2004-01-30,20.330736
-2005-01-03,19.772404
-2005-01-04,19.846346
-2005-01-05,19.801977
-2005-01-06,19.779799
-2005-01-07,19.720640
-2005-01-10,19.816761
-2005-01-11,19.765011
-2005-01-12,19.801977
-2005-01-13,19.424868
-2005-01-14,19.313957
-2005-01-18,19.461840
-2005-01-19,19.210434
-2005-01-20,19.121708
-2005-01-21,18.966421
-2005-01-24,18.981211
-2005-01-25,19.240017
-2005-01-26,19.232618
-2005-01-27,19.306562
-2005-01-28,19.358326
-2005-01-31,19.432264
-2006-01-03,20.088676
-2006-01-04,20.185978
-2006-01-05,20.200949
-2006-01-06,20.141077
-2006-01-09,20.103645
-2006-01-10,20.208429
-2006-01-11,20.425488
-2006-01-12,20.313211
-2006-01-13,20.350641
-2006-01-17,20.200949
-2006-01-18,20.081192
-2006-01-19,20.223400
-2006-01-20,19.766842
-2006-01-23,19.721939
-2006-01-24,19.669538
-2006-01-25,19.759356
-2006-01-26,19.834200
-2006-01-27,20.799719
-2006-01-30,20.956892
-2006-01-31,21.069159
-2007-01-03,22.672358
-2007-01-04,22.634388
-2007-01-05,22.505308
-2007-01-08,22.725502
-2007-01-09,22.748278
-2007-01-10,22.520491
-2007-01-11,23.310160
-2007-01-12,23.697393
-2007-01-16,23.659430
-2007-01-17,23.613867
-2007-01-18,23.537947
-2007-01-19,23.621466
-2007-01-22,23.325344
-2007-01-23,23.340528
-2007-01-24,23.606285
-2007-01-25,23.120331
-2007-01-26,23.234230
-2007-01-29,23.181078
-2007-01-30,23.143108
-2007-01-31,23.431643
-2008-01-02,27.105476
-2008-01-03,27.220922
-2008-01-04,26.459013
-2008-01-07,26.636023
-2008-01-08,25.743277
-2008-01-09,26.505178
-2008-01-10,26.420536
-2008-01-11,26.097298
-2008-01-14,26.466702
-2008-01-15,26.166557
-2008-01-16,25.573969
-2008-01-17,25.481611
-2008-01-18,25.404654
-2008-01-22,24.596565
-2008-01-23,24.573483
-2008-01-24,25.589365
-2008-01-25,25.350777
-2008-01-28,25.181469
-2008-01-29,25.089111
-2008-01-30,24.781275
-2008-01-31,25.089111
-2009-01-02,15.934780
-2009-01-05,16.083698
-2009-01-06,16.271820
-2009-01-07,15.292062
-2009-01-08,15.770180
-2009-01-09,15.299891
-2009-01-12,15.260700
-2009-01-13,15.535038
-2009-01-14,14.962860
-2009-01-15,15.080426
-2009-01-16,15.448818
-2009-01-20,14.484738
-2009-01-21,15.190163
-2009-01-22,13.410924
-2009-01-23,13.481465
-2009-01-26,13.818499
-2009-01-27,13.842017
-2009-01-28,14.139862
-2009-01-29,13.787148
-2009-01-30,13.403088
-2010-01-04,24.827723
-2010-01-05,24.835745
-2010-01-06,24.683319
-2010-01-07,24.426620
-2010-01-08,24.595085
-2010-01-11,24.282234
-2010-01-12,24.121790
-2010-01-13,24.346409
-2010-01-14,24.835745
-2010-01-15,24.755524
-2010-01-19,24.948053
-2010-01-20,24.538933
-2010-01-21,24.073666
-2010-01-22,23.231369
-2010-01-25,23.520159
-2010-01-26,23.664547
-2010-01-27,23.800926
-2010-01-28,23.391800
-2010-01-29,22.605659
-2011-01-03,22.912699
-2011-01-04,23.002779
-2011-01-05,22.929071
-2011-01-06,23.600565
-2011-01-07,23.420408
-2011-01-10,23.109228
-2011-01-11,23.019156
-2011-01-12,23.379471
-2011-01-13,23.084660
-2011-01-14,23.174734
-2011-01-18,23.469542
-2011-01-19,23.313950
-2011-01-20,23.215685
-2011-01-21,22.945452
-2011-01-24,23.240253
-2011-01-25,23.297577
-2011-01-26,23.567814
-2011-01-27,23.641508
-2011-01-28,22.724344
-2011-01-31,22.707973
-2012-01-03,22.504229
-2012-01-04,23.033840
-2012-01-05,23.269222
-2012-01-06,23.630701
-2012-01-09,23.319664
-2012-01-10,23.403725
-2012-01-11,23.302847
-2012-01-12,23.538229
-2012-01-13,23.748392
-2012-01-17,23.756796
-2012-01-18,23.731581
-2012-01-19,23.639107
-2012-01-20,24.975739
-2012-01-23,24.992556
-2012-01-24,24.664701
-2012-01-25,24.849646
-2012-01-26,24.799202
-2012-01-27,24.572231
-2012-01-30,24.891676
-2012-01-31,24.824419
-2013-01-02,23.875433
-2013-01-03,23.555593
-2013-01-04,23.114735
-2013-01-07,23.071518
-2013-01-08,22.950497
-2013-01-09,23.080160
-2013-01-10,22.872700
-2013-01-11,23.192533
-2013-01-14,23.244404
-2013-01-15,23.521017
-2013-01-16,23.374062
-2013-01-17,23.555593
-2013-01-18,23.555593
-2013-01-22,23.469151
-2013-01-23,23.866785
-2013-01-24,23.884071
-2013-01-25,24.100185
-2013-01-28,24.126118
-2013-01-29,24.212557
-2013-01-30,24.074249
-2013-01-31,23.728479
-2014-01-02,33.094032
-2014-01-03,32.871384
-2014-01-06,32.176739
-2014-01-07,32.426094
-2014-01-08,31.847221
-2014-01-09,31.642389
-2014-01-10,32.096584
-2014-01-13,31.152563
-2014-01-14,31.865026
-2014-01-15,32.737797
-2014-01-16,32.853569
-2014-01-17,32.399384
-2014-01-21,32.212349
-2014-01-22,31.998613
-2014-01-23,32.114388
-2014-01-24,32.782333
-2014-01-27,32.087673
-2014-01-28,32.301414
-2014-01-29,32.648743
-2014-01-30,32.826859
-2014-01-31,33.699623
-2015-01-02,42.783936
-2015-01-05,42.390499
-2015-01-06,41.768314
-2015-01-07,42.299000
-2015-01-08,43.543350
-2015-01-09,43.177368
-2015-01-12,42.637531
-2015-01-13,42.417942
-2015-01-14,42.051949
-2015-01-15,41.612778
-2015-01-16,42.308151
-2015-01-20,42.445385
-2015-01-21,42.015350
-2015-01-22,43.122463
-2015-01-23,43.168217
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