Research Article

Novel Approaches to Identify Clusters Using Independent Components Analysis with Application

Table 6

Sector-wise list of the 161 KSE companies.

Sr. no.SectorCompanies

S1Oil and gasBYCO, MARI, NRL, OGDC, POL, PRL, PSO, and SHEL
S2ChemicalsCPL, DAWH, DSFL, DYNO, ENGRO, FFBL, FFC, ICI, LOTPTA, NICL, and SITC
S3Forestry (paper and board)CEPB
S4Industrial metals and miningHSPI and INIL
S5Construction and materials (cement)CHCC, DGKC, DNCC, EMCO, FCCL, FECTC, FRCL, GWLC, HADC, KOHC, LUCK, MLCF, and PIOC
S6General industrialsGHGL, MACFL, PKGS, and SIEM
S7Electronic and electrical goodsPCAL
S8EngineeringAGTL, HINO, KSBP, MTL, and PECO
S9Industrial transportationPNSC
S10Automobile and partsATBA, ATLH, BWHL, DFML, GHNL, GTYR, HCAR, INDU, PSMC, and SAZEW
S11BeveragesMUREB
S12Food producersCHAS, CLOV, DWSM, HABSM, HAL, JDWS, MIRKS, MZSM, NATF, NESTLE, PNGRS, QUICE, SANSM, SGML, and SHSML
S13Household goodsPAEL and SING
S14Personal goods (textile)ANL, BNWM, COTT, CRTM, GADT, GLPL, IBFL, IDRT, IDYM, KOIL, KTML, LOTPTA, MFTM, MUKT, NCL, NML, PSYL, RAVT, REWM, and SAIF
S15TobaccoPAKT
S16Healthcare equipment and servicesSHFA
S17Pharma and biotechFEROZ, GLAXO, HINOON, and SEARL
S18Travel and leisurePIAA
S19Fixed line telecommunicationPTC
S20ElectricityHUBC, JPGL, KESC, KOHE, KOHP, SEL, and SEPCO
S21Commercial banksBOP, ESBL, FABL, FDIBL, KASBB, MCB, MEBL, NBP, and NIB
S22Nonlife insuranceAICL, CENI, EFUG, HICL, PAKRI, and RICL
S23Life insuranceEFUL
S24Financial servicesFCSC, FECM, JOVC, JSCL, OLPL, and SIBL
S25Equity investment instrumentsFFLM, FHAM, FHBM, FPJM, FUDLM, GASF, FNBM, MODAM, PAKMI, PMI, and SCM
S26Technology hardware and equipmentPTEC