CCS.csv

"PatientID","Cat1","Cat2","Var1","Var2","Var3"
1,"A","C",38.25682170735211,5.939131803063266,35.05790787394423
2,"A","C",17.831672926455425,5.3475437647467015,21.130960534087748
8,"A","B",16.021847362622296,6.60708739107548,60.94357572800236
9,"A","C",45.11578946046756,6.007331523437179,21.879716257527214
16,"A","C",20.448024664719128,8.548191553013755,20.662273742223093
18,"A","B",28.354866592358434,7.956423420109708,33.180721180524046
25,"A","C",22.449698055243154,6.346176553966556,40.23647859806062
28,"A","B",48.41249747282861,5.325830066483782,28.89558282117991
29,"A","C",40.00749019795842,11.418946000149159,71.59107138476448
33,"A","C",20.718078088759942,5.3776825349838875,27.421634761166143
37,"A","B",17.039552902790813,5.341678126021321,24.350125791798412
38,"A","B",42.668677048130725,5.822836826149952,52.361023970347645
41,"A","B",19.954005492731604,5.139109665644092,93.1999049245544
42,"A","B",20.616861807456626,5.373775257683365,22.956316044932706
45,"A","B",31.96943333536114,7.03175222186184,32.4353920798117
48,"A","C",15.896503262657347,6.816307422196048,56.91791495074396
50,"A","B",34.12637671623271,10.132043236302893,95.0800494348705
54,"A","C",17.266696029416444,6.232851527491789,30.592429272236995
56,"A","B",17.65139392415621,6.482234591532695,30.411111164705403
57,"A","C",19.411007643097165,6.7381729160524415,51.404061512592136
58,"A","B",20.72167664093812,12.544965670716241,23.516481089946932
72,"A","C",41.067434948202134,6.790353447911059,25.463601202747274
77,"A","C",21.748637652644852,5.331207233871429,53.37901535144456
79,"A","B",24.795379875133985,6.421028372159899,67.80454363409564
81,"A","C",19.455898596105506,15.58264883701855,42.09359631060543
87,"A","B",20.42366215424995,6.0313350908620045,20.315296150337286
90,"A","B",32.12531899176456,7.5079670766812505,30.041428426466076
91,"A","C",27.80314774867038,5.569594345445192,20.873838118661297
93,"A","B",22.519476318918194,8.263168140286755,38.939609071578595
96,"A","C",52.42066995572101,10.589195161626716,22.849503575655408
97,"A","B",17.86580280548761,5.655153490926597,24.834925736117476
98,"A","C",18.304614879706364,5.206774148431451,60.24118038143812
99,"A","B",34.7957739318938,5.216771110070992,59.17313599632728
106,"A","C",17.990856155662172,5.805746954705914,22.986199725703937
107,"A","B",39.836469762383274,6.022064589307947,113.15915549478461
109,"A","C",17.89733059230163,9.017338715515097,39.73978608265236
114,"A","B",24.85255007423403,9.605542413410712,27.385339755186326
116,"A","B",17.997482304579076,8.204854456465476,23.41802059390876
117,"A","C",18.126071048122057,5.861439897610202,33.45755944581491
118,"A","B",17.575316399030562,8.71839481538569,56.086741718272286
4,"A","R",15.235601323477356,6.215777958365601,52.76976082287107
5,"A","R",25.15592340019337,7.490853667122982,33.99205373814725
6,"A","L",20.374496641186234,8.042691101281173,36.737306584027735
7,"A","L",43.5454122027658,5.299561550914789,75.76065870686222
11,"A","L",27.00543246299954,7.33753361967878,51.95612370492146
13,"A","L",17.735061128409228,5.251731495227136,25.925747015591718
14,"A","R",35.64113423781144,5.611566778966378,22.31970427696362
15,"A","R",16.48124586197382,8.144386537580985,44.26031952257776
20,"A","R",27.678888117250423,5.007772798459267,48.91881800373497
24,"A","R",20.290681944092228,7.885401148400058,32.836306424266965
26,"A","R",17.505164918032847,6.240301965190178,35.342960208912075
27,"A","R",27.823738893199685,7.101351572945177,102.85932501129798
30,"A","L",23.417627180715208,5.759435713338087,37.780811668758844
31,"A","L",17.416035856675663,5.7669808788855415,72.7943296690139
34,"A","L",34.72990536077704,5.445868658294521,58.065830110339235
40,"A","R",16.61883230435811,11.990779570002214,75.98733027504302
43,"A","L",36.13353019343677,9.397166165878637,50.02309957641912
44,"A","L",24.809298589357333,5.488379786878529,32.86894571765556
46,"A","L",38.30912284860666,6.233737160602212,21.21064844444261
47,"A","R",17.295927130680944,5.837944799072202,21.8276428223884
3,"B","X",24.06717700015676,3.0953199839743557,112.89374831207112
10,"B","F",16.589170569532676,7.1961316954933165,64.60108919251198
12,"B","F",40.10862142125212,4.098132961724937,31.34378123959812
17,"B","X",15.64473700818153,4.398113164328716,90.43175254860111
19,"B","X",39.368824847370625,6.393289044425163,54.47765539222189
21,"B","X",19.75510302623217,6.67391560088026,65.63213195508845
22,"B","X",46.448031059566205,7.751223293581221,41.80920515708942
23,"B","F",20.110684991712837,6.010929352119751,30.54343507281063
32,"B","X",30.549244560679348,3.709026551771673,94.08221057281018
35,"B","X",40.342410369530434,5.802418229901492,32.431285425829245
36,"B","F",17.61996478246801,3.272834021856402,45.279244306347266
39,"B","F",16.733111232009126,6.61873179993091,136.54780501476213
49,"B","X",34.171806783254596,3.750692428586434,32.270046028269256
51,"B","X",22.66461295251438,5.434594856859489,46.391239612707636
53,"B","F",30.135912277898576,3.76523838506742,30.321857770813068
59,"B","F",46.669586712038395,7.434769526485639,119.21343212403997
60,"B","X",43.32784943607196,3.9676916323091,78.8563412369135
63,"B","X",37.769606895027124,4.683753740577215,62.531800530107404
64,"B","F",31.74416965486681,3.5353814489730864,37.02352631086494
66,"B","X",21.384324733014576,4.743470890116747,49.275427145539155
67,"B","F",50.314538396562334,3.900974215467013,44.348033258162914
70,"B","X",62.371171183468505,3.018192374313788,147.39740194224694
71,"B","F",21.34654236894925,5.593431828293242,42.86011283343048
74,"B","F",15.820464572624056,3.2672668036815287,81.89634808229764
75,"B","X",84.23781038235661,5.6973824946641525,33.62948279937371
82,"B","X",41.73087408600318,3.454628386262769,65.72050426362536
85,"B","X",20.47493230602923,3.0117329341084575,67.70290091219718
88,"B","F",18.820495284292548,3.350410136146232,63.12557433232596
89,"B","F",26.73651845631796,3.8857375757598116,32.131917472465275
94,"B","F",22.69554494043684,3.913500381488114,49.53126214241773
100,"B","F",22.85363951467999,3.4813819703202014,34.7470936977334
102,"B","F",26.168582545839982,7.8584928331483646,99.3884671188813
103,"B","X",25.189755052026534,3.95881641016381,37.58826724970993
104,"B","F",37.018649921471,3.2954579895322436,110.74930744994928
105,"B","F",16.001958073218425,3.597589178824381,33.509407699797606
108,"B","X",19.765408611319234,3.4852524696675835,82.22448707504337
110,"B","X",19.578361699219148,11.917936789833698,44.043972351378805
111,"B","F",51.47410177495646,7.390867958250017,54.05613535009404
112,"B","F",22.58171946648838,5.629658117233228,39.46161322194196
120,"B","F",18.915525082842635,4.655106220303599,43.02578086404075
52,"B","R",29.982079670804236,6.90968000880066,57.51301755799257
55,"B","L",17.638581517150232,3.22905408396069,91.98045477526048
61,"B","L",25.46667156604546,8.555814504073485,88.77349639506795
62,"B","R",17.790822188585835,3.8816708712371217,106.08580109774431
65,"B","R",68.88733313061795,5.759272330342896,31.936985641936744
68,"B","L",29.06522838659918,4.684200064538992,77.62150616089157
69,"B","R",29.646945148445013,4.638146015092245,67.20166997221638
73,"B","R",23.26159974788763,3.0325095342576898,34.19143854116885
76,"B","R",17.002920887616682,5.394773109501809,31.129698423073002
78,"B","L",55.3878765748924,4.153035018201736,40.08457579332007
80,"B","R",20.220543535369945,6.36441733413244,45.43500515886002
83,"B","L",16.41724330342222,3.8416674717599735,89.69686766584209
84,"B","R",47.62237187470963,5.400323458550362,47.45407464660502
86,"B","L",73.02293637462614,3.3834931659546856,55.1737331680735
92,"B","R",16.410649941738182,4.303512135274212,87.73566030225827
95,"B","R",16.280064844736785,3.3725173889152478,52.60176250341807
101,"B","L",16.888304208704465,3.1959840213773445,60.18825331103146
113,"B","R",32.353749277992264,3.386772487438742,30.01573902344151
115,"B","R",20.13788637918843,3.4273072950030423,44.68926075087645
119,"B","L",17.61437635438921,3.4511600360326606,40.694652906806695