using R studio
"sex","height","weight","financial","age","bmi","pam.score","pam.cat","sf.total","sf.phys","sf.ment","hads.depress","hads.anxiety","supp.total","disease","edu","duration","severity" "female",165,81,"none",57,29.7520661157025,49.4,"Level 2",92.083,81.25,95,1,2,56,"DM-II","lower","greater than 5 yrs","mild" "male",180,89,"none",76,27.4691358024691,77.5,"Level 4",88.75,87.5,90,3,2,64,"DM-II","middle","less than 2 yrs","mild" "male",170,80,"low",64,27.681660899654,43.4,"Level 1",82.083,68.75,90,2,1,47,"DM-II","lower","2 - 5 years","mild" "male",198,120,"low",65,30.6091215182124,49.4,"Level 2",63.75,37.5,87.5,2,1,84,"DM-II","lower","2 - 5 years","mild" "male",186,107,"high",62,30.9284310324893,56.4,"Level 3",43.333,25,65,6,8,53,"DM-II","high","2 - 5 years","mild" "male",166,66,"low",64,23.9512265931195,40.1,"Level 1",82.083,68.75,90,1,0,68,"DM-II","lower","less than 2 yrs","mild" "female",172,70,"none",84,23.6614386154678,63.2,"Level 3",52.5,50,62.5,7,2,84,"DM-II","lower","2 - 5 years","mild" "female",163,83,"none",68,31.2394143550755,63.2,"Level 3",80.417,68.75,90,1,0,77,"DM-II","lower","2 - 5 years","mild" "female",169,68,"low",80,23.8086901719128,47.4,"Level 2",29.167,12.5,42.5,8,7,78,"DM-II","lower","less than 2 yrs","mild" "male",164,80,"high",82,29.7441998810232,34.7,"Level 1",36.25,31.25,42.5,10,12,49,"DM-II","lower","2 - 5 years","mild" "female",175,86,"none",61,28.0816326530612,56.4,"Level 3",87.917,75,95,0,1,78,"DM-II","high","2 - 5 years","mild" "male",172,89,"none",57,30.0838290968091,56.4,"Level 3",87.917,93.75,77.5,3,4,61,"DM-II","lower","2 - 5 years","mild" "male",174,64,"none",92,21.1388558594266,56.4,"Level 3",NA,NA,NA,NA,NA,84,"DM-II","middle","greater than 5 yrs","mild" "female",160,68,"low",66,26.5625,45.2,"Level 1",80.833,75,85,0,5,81,"DM-II","middle","greater than 5 yrs","mild" "male",180,96,NA,52,29.6296296296296,56.4,"Level 3",90,79.58,87.5,6,3,64,"DM-II","middle","greater than 5 yrs","mild" "female",174,105,"none",69,34.6809353943718,41.7,"Level 1",77.083,68.75,82.5,5,9,79,"DM-II","lower","less than 2 yrs","mild" "female",158,80,"low",79,32.0461464508893,47.4,"Level 2",NA,NA,NA,NA,NA,73,"DM-II","lower","greater than 5 yrs","mild" "male",171,105,"high",56,35.9084846619473,63.2,"Level 3",47.5,25,67.5,6,6,64,"DM-II","middle","2 - 5 years","mild" "female",164,65,"none",74,24.1671624033314,41.7,"Level 1",65.833,75,65,3,3,79,"DM-II","lower","greater than 5 yrs","mild" "male",178,107,"none",77,33.7709885115516,43.4,"Level 1",37.083,25,50,7,10,81,"DM-II","lower","greater than 5 yrs","mild" "female",159,92,"high",58,36.3909655472489,63.2,"Level 3",45,62.5,22.5,14,13,42,"DM-II","lower","less than 2 yrs","severe" "male",175,73,"low",86,23.8367346938776,36,"Level 1",29.167,31.25,30,12,2,61,"DM-II","lower","less than 2 yrs","mild" "male",168,75,"none",72,26.5731292517007,45.2,"Level 1",79.167,87.5,70,1,2,42,"DM-II",NA,"less than 2 yrs","mild" "female",170,71,"low",89,24.5674740484429,73.1,"Level 4",43.75,25,60,2,5,73,"DM-II","lower","2 - 5 years","severe" "female",162,71,"low",88,27.0538027739674,56.4,"Level 3",73.333,68.75,77.079,1.167,NA,28,"DM-II","middle","greater than 5 yrs","mild" "male",176,77,"none",57,24.8579545454545,60,"Level 3",79.583,75,80,6,6,48,"DM-II","middle","less than 2 yrs","mild" "male",183,94,"none",61,28.0689181522291,66,"Level 3",95.833,87.5,100,1,2,72,"DM-II","high","2 - 5 years","mild" "male",172,128,"low",70,43.2666306111412,29.7,"Level 1",3.333,0,5,17,13,42.667,"DM-II","lower","greater than 5 yrs","moderate" "male",170,100,"low",61,34.6020761245675,43.4,"Level 1",52.917,31.25,70,6,4,66,"DM-II","lower","less than 2 yrs","severe" "male",173,78,"low",65,26.0616793076949,38.7,"Level 1",29.167,31.25,37.5,9,11,54,"DM-II","lower","greater than 5 yrs","moderate" "male",172,71,"high",69,23.9994591671174,60,"Level 3",55,50,67.5,3,4,50,"DM-II","lower","less than 2 yrs","mild" "male",189,102,"low",70,28.5546317292349,43.4,"Level 1",84.583,75,90,5,2,60,"DM-II","lower","2 - 5 years","mild" "female",160,93,"high",69,36.328125,45.2,"Level 1",18.75,31.25,17.5,16,9,45,"DM-II","middle","less than 2 yrs","mild" "female",163,71,"low",88,26.7228725206067,38.7,"Level 1",13.75,6.25,25,6,11,43,"DM-II","middle","greater than 5 yrs","mild" "male",176,84,"low",72,27.1177685950413,47.4,"Level 2",71.25,75,65,6,7,52,"DM-II","high","greater than 5 yrs","mild" "male",171,76,"low",58,25.9909031838856,52.9,"Level 2",27.083,25,37.5,8,10,58,"DM-II","lower","2 - 5 years","mild" "male",169,65,"none",71,22.7583067819754,52.9,"Level 2",35.833,31.25,47.5,9,1,55,"DM-II","middle","greater than 5 yrs","mild" "male",182,90,"none",74,27.170631566236,80,"Level 4",56.25,50,70,7,9,59,"DM-II","lower","greater than 5 yrs","mild" "female",157,80,"high",70,32.4556777151203,56.4,"Level 3",65.833,62.5,62.5,5,0,66,"DM-II","lower","greater than 5 yrs","mild" "male",190,74,"none",57,20.4986149584488,60,"Level 3",90.833,87.5,90,1,0,54,"DM-II","lower","less than 2 yrs","mild" "male",170,80,"none",72,27.681660899654,56.4,"Level 3",80.417,68.75,90,1,1,79,"DM-II","lower","less than 2 yrs","severe" "female",NA,NA,"low",69,NA,56.4,"Level 3",28.636,31.25,40.28,11,8,72,"DM-II","lower","greater than 5 yrs","mild" "female",156,66,"none",62,27.120315581854,66,"Level 3",65.833,50,87.5,1,2,80,"DM-II","lower","less than 2 yrs","mild" "female",165,72,"none",77,26.4462809917355,60,"Level 3",70.833,75,67.5,1,4,NA,"DM-II","lower","2 - 5 years","mild" "female",153,52,"none",66,22.2136784997223,56.4,"Level 3",96.25,93.75,97.5,0,1,54,"DM-II","lower","greater than 5 yrs","severe" "female",168,95,"low",44,33.6592970521542,45.2,"Level 1",94.583,93.75,92.5,0,1,49,"DM-II","middle","less than 2 yrs","severe" "female",164,83,NA,73,30.8596073765616,45.2,"Level 1",92.5,87.5,92.5,5,2,78,"DM-II",NA,"greater than 5 yrs","mild" "male",170,94,"high",64,32.5259515570934,43.4,"Level 1",80.833,75,85,3,8,69,"DM-II","lower","greater than 5 yrs","mild" "female",166,66,"none",63,23.9512265931195,68.5,"Level 4",56.25,75,37.5,17,2,84,"DM-II","middle","greater than 5 yrs","mild" "male",170,88,"none",43,30.4498269896194,60,"Level 3",NA,NA,NA,NA,NA,60,"DM-II","middle","greater than 5 yrs","mild" "male",179,95,"none",55,29.6495115633095,45.2,"Level 1",90.833,87.5,90,0,7,60,"DM-II","high","2 - 5 years","severe" "female",155,72,"low",69,29.9687825182102,66,"Level 3",20,25,25,11,4,69,"DM-II","lower","greater than 5 yrs","mild" "female",164,84,"high",71,31.2314098750744,45.2,"Level 1",33.333,18.75,45,9,7,58.333,"DM-II","lower","less than 2 yrs","severe" "female",168,95,"low",75,33.6592970521542,73.1,"Level 4",55.833,62.5,62.5,3,3,78,"DM-II","lower","greater than 5 yrs","mild" "male",176,82,"none",69,26.4721074380165,49.4,"Level 2",76.25,75,75,3,1,83,"DM-II","middle","less than 2 yrs","mild" "female",162,69,"none",53,26.291723822588,49.4,"Level 2",89.167,87.5,85,0,3,73,"DM-II","lower","2 - 5 years","mild" "female",155,70,"low",63,29.1363163371488,56.4,"Level 3",30.455,31.25,38.333,6,10,72,"DM-II","lower","greater than 5 yrs","mild" "male",168,75,"low",77,26.5731292517007,56.4,"Level 3",77.5,68.75,82.5,9,7,48,"DM-II","lower","less than 2 yrs","severe" "male",180,99,NA,85,30.5555555555556,75.3,"Level 4",35,25,47.5,10,6,81,"DM-II","lower","2 - 5 years","mild" "female",163,80,"low",87,30.1102788964583,47.4,"Level 2",35.417,25,50,9,7,60,"DM-II","lower","greater than 5 yrs","mild" "female",165,102,"low",85,37.465564738292,38.7,"Level 1",37.917,18.75,57.5,9,12,57,"DM-II","lower","greater than 5 yrs","mild" "male",178,82,"none",75,25.8805706350208,52.9,"Level 2",77.5,56.25,95,2,3,73,"DM-II","middle","greater than 5 yrs","mild" "female",163,64,"low",79,24.0882231171666,45.2,"Level 1",41.667,50,37.5,11,8,63,"DM-II","lower","greater than 5 yrs","mild" "male",180,102,"none",47,31.4814814814815,70.8,"Level 4",88.333,81.25,92.5,0,1,81,"DM-II","lower","2 - 5 years","mild" "male",172,83,"none",79,28.0557057869118,41.7,"Level 1",40.417,43.75,45,7,8,75,"DM-II","middle","greater than 5 yrs","mild" "male",169,75,"low",65,26.2595847484332,75.3,"Level 4",97.917,93.75,100,0,0,73,"DM-II","lower","greater than 5 yrs","mild" "female",171,99,"high",63,33.8565712526931,45.2,"Level 1",28.333,31.25,27.5,11,10,38,"DM-II","lower","less than 2 yrs","mild" "female",160,84,"none",67,32.8125,41.7,"Level 1",42.917,50,45,2,1,58,"DM-II","lower","less than 2 yrs","mild" "male",180,85,"none",77,26.2345679012346,49.4,"Level 2",95.833,87.5,100,5,2,61,"DM-II","lower","greater than 5 yrs","mild" "female",161,69,NA,91,26.6193433895297,91.6,"Level 4",82.083,75,90,1,1,83,"DM-II","lower","less than 2 yrs","mild" "female",168,66,"none",65,23.3843537414966,66,"Level 3",73.333,75,65,2,6,63,"DM-II","middle","greater than 5 yrs","mild" "female",159,85,"high",68,33.6220877338713,60,"Level 3",34.545,43.513,32.5,8,9,72,"DM-II","lower","greater than 5 yrs","mild" "male",167,68,"low",89,24.3823729785937,47.4,"Level 2",22.917,18.75,37.5,10,9,59,"DM-II","lower","greater than 5 yrs","mild" "female",167,83,"high",47,29.7608376062247,63.2,"Level 3",27.5,12.5,45,7,6,73,"DM-II","middle","greater than 5 yrs","mild" "female",175,90,"low",78,29.3877551020408,45.2,"Level 1",30.417,25,37.5,9,2,84,"DM-II","lower","greater than 5 yrs","mild" "male",178,89,"low",64,28.0898876404494,56.4,"Level 3",100,100,100,0,0,73,"DM-II","middle","greater than 5 yrs","mild" "female",166,80,"low",70,29.0317898098418,63.2,"Level 3",57.083,43.75