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What to do with outliers?

 

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Apr 2006562320
May 20062266
Jun 20062275
Jul 2006734
Aug 20061433
Sep 20061445
Oct 200610129
Nov 20061775
Dec 20061563
Jan 200713116
Feb 20071689
Mar 2007932
Apr 2007122214
May 200781212
Jun 20075128
Jul 2007493
Aug 20078118
Sep 20079127
Oct 200721124
Nov 2007995
Dec 2007482
Jan 2008141114
Feb 20081397
Mar 20081388
Apr 200810107
May 2008213
Jun 200812812
Jul 2008511
Aug 20081352
Sep 20083189
Oct 20081721
Nov 20081423
Dec 2008657
Jan 2009400
Feb 20091122
Mar 20092082
Apr 20091531
May 2009452
Jun 2009611
Jul 20091021
Aug 2009411
Sep 20091111
Oct 2009200
Nov 2009100
Dec 2009122
Jan 2010342
Feb 2010502
Mar 2010610
Apr 2010705
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Aug 2010701
Sep 2010700
Oct 2010831
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Jan 2011201
Feb 2011700
Mar 2011900
Apr 2011402
May 2011100
Jun 2011700
Jul 2011800
Aug 2011923
Sep 2011800
Oct 20111801
Nov 2011711
Dec 20112100
Jan 2012801
Feb 20121621
Mar 2012400
Apr 20122710
May 20122930
Jun 20121601
Jul 20122410
Aug 20121510
Sep 20122110
Oct 20122020
Mar 2013010
Apr 2013030
May 2013026
Jun 2013900
Jul 2013300
Aug 20131421
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Nov 2013610
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Mar 20141401
Apr 20141200
May 20141301
Jun 20141702
Jul 20141200
Aug 20141310
Sep 20141211
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Jun 20151002
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Aug 20171312
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Nov 20173022
Dec 2017511
Jan 20181410
Feb 20182701
Mar 20181722
Apr 20181310
May 20183341
Jun 20182020
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Aug 20181132
Sep 2018910
Oct 20183131
Nov 20181321
Dec 20182410
Jan 2019940
Feb 20192220
Mar 20191010
Apr 20192500
May 20193031
Jun 20191310
Jul 20191020
Aug 20191800
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Oct 20194120
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Jan 20204161
Feb 20201600
Mar 20201500
Apr 20202102
May 20201700
Jun 2020800
Jul 20202220
Aug 2020310
Sep 20201811
Oct 2020900
Nov 20201730
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Jan 20211200
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Mar 2021800
Apr 20211001
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Jun 2021112
Jul 2021211
Aug 2021511
Sep 2021100
Oct 20211600
Nov 2021900
Dec 20214121
Jan 20222601
Feb 20221311
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Apr 20222402
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Jul 20221510
Aug 20223821
Sep 20225620
Oct 20224611
Nov 20221201
Dec 20222800
Jan 2023401
Feb 20236000
Mar 2023200
Apr 20233510
May 20232204
Jun 20231800
Jul 20232100
Aug 20232200
Sep 20232110
Oct 20231400
Nov 20233001
Dec 2023600
Jan 20241420
Feb 20241200
Mar 20242832
Apr 20245700
May 20243700
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