NYSE+NASDAQ marketcap>=1000.0 mio USD OPTION=+ONLYK-means clustering using exchange method CPU time=441 ms Data had dimension: 2 with number of rows: 756 Number of final clusters=2 Compactness=2.086321146309357 Cluster-center and Cluster symbols: cluster: 0 (4.47, 10.15) NWBI ED FELE SYY FAF GDI PGR BSX DD ROL PGN SPWRA ROK NPBC ARB MYGN ARE ARG RNR PFE EW GEL GEF PCLN KALU ERIC BRS SXT CVS HIT EE EL BRY SXL ASH D GD G A B ALTR JNJ T FO PIR R LKQX MANT ING SSNC ATO ATR ALTE ASX GR ASR ANSS LANC RPM EXBD NIHD ROST ZBRA BXP HLS ZNH WBS PKG DELL ATU OKS HMA ATW TTEC ROVI FWRD PKX SUN STR HME TYC MYL BECN SBNY WAT BWA WCRX EQIX AVA AVB STE AN SWX BR BT AWI VSAT TWX OIS TWC SWN CY AXP NUAN ORLY NTAP ESGR BYI CYT BRCD FINL PBCT EVEP RLI PLL CF MIDD BEAV JWN CR PLT CL WGL MATW PNRA LZ UFS WYNN ACIW IDA INTC VCI RGA JACK UGI TECH SIVB UGP HSIC DAR NFG WFM RES HAL CDNS IDTI MR ISRG IEX NI VAR AZO XLNX AZN MGA RGLD WBSN PETM IFF TDY JBHT NU WEC PAA TEN ICON TEO TEL POWI OC TEG RIO ITUB ENDP XEL LFUS TCO PRAA FFG VRSK CTAS BIDU PH RHT WCN IGT CMCSA ARLP CAJ SIRO HK HI CTCM CAG CAH CAB QSII HP EAT PCP DEO DEP MAT KBR HDB CAT FDX MCK EXPR FDP FDO IT IX MCO MCD KCI ODFL HIBB CCK NDN JOYG ILMN BOBE GBL JBLU WIN CCE DCI PEP SBUX VIA IBN UMBF TIBX LBTYA AHGP IBM ASNA JBL TAL ECL BAM NEU CBI KO KR HCN OVTI AMGN ICE LEA CBD HAIN LEN UNFI BAX RDK PCS BRKR LH MAC MAA JCI WYN ENI MON HSNI NOC GWW ENR CTXS MOH GWR SHG NOV GXP NOR CAKE BBD BBG APOL EOC CHA CYMI BCR UN TMO UHS VLY SAM GNTX FRT UL KFT LFL KFY SIG BCH BCE WRLD TU SHW TW EPD UIL TV MMM SJR BDX DLR KEX ELS NUVA MMC SJM ACC SAN WX EMC ACO AAPL ACN MMP ABT MSCI WR EMN MLI ABV SKT SCI MORN TKR SHPGY NWSA ABC ABB TJX WF SBS FUL BEN VZ PRGO EXXI MKC NKE RL HXL THI AEP AES SCS CBSH ABVT CLH MLHR CLF CLD SEM CLC ADS ADP NVLS DGX ADI NJR NEOG PX CHKP BID CHU SFD TE LMT WWD BOKF VMW UNF TM DHR CIB TR AGO FAST VNO UNT UNS EBAY VRNT TRMK OXY NATI AGL UNP CHS TXRH BHI SE SI TGI NGLS WPPGY SM SO BLKB MHP AFG TFX CIT LLL ONNN KOF CNW SPG HSY GPC PNW CNS CNP CSTR CNO PNR AIT AIR UPS CNL CNK SYKE GOV COH SPW MWV COST SPP WPZ CEPH BKI WFSL SQM LSTR ISCA POT COP EXR HRL DTE COL POR SYMC PRSP POL POM NVO GILD CPB DST NVR LNT IFSIA NVS CHRW URS DUK BLL FMX BLK KMB UHAL FNF WSO CGNX KMX ATVI SRX KMT IVC TRP ALB KMR TRN WSH MNRO DTV ALE CATY FMS PPG BMC TRW GMK CMS AMZN BMO BMR BBBB RYN GME PRA SCSC CPRT ITT FMC TSN MTX SSD ITW BMS CNC LCAPA TSS OMC BBBY WRE DVA FISV CNI SSS CASY OMG USM OMI MOLX ESL HOG LSI HON PRU ESI UTX AMT KSU SLH PSA SLG RRD SLE BNS SLB NST MSG NSR SLM MWIV GSM ITC ADVS CSL LNCE MGLN YUM NSC ETN OTEX ALV ETE GSK MSA ALK HNT WLP SMTC CELG UMPQ AME VCLK HNZ SIAL ESS PSO IDCC DOV RAVN DOX XRAY CPO ACAS CPT SNA RTN CPX LUX SNH BPO AOS DPS APH VVC QCOM DPL NUS SRCL EPR VPHM PTR MEOH APD APC NDSN RUK DRC LTM HPT IPG DRI BUCY EQT BRO SON SYNT GPK RVBD NTT TOO BRE THOR CRI MLNX TOL CRM EQR cluster: 1 (15.68, 32.83) DV ROC DF AFSI LULU EP POOL SFLY CVI M ACOR CVH ACOM FL PII GGG MSTR ROSE FEIC SAPE ZOLL HLF OKE FOSL SUG FCFS GIB DMND SWI ARBA MPEL IPGP CI CE IPHS SXCI MA MW TBL PAG TSCO TDG NZT TDC OCN HS SIRI VFC DDS EZPW EXPE NTGR SOLR HEI BIIB GMCR BJRI SATS PDS GCO KAR CBS CFX DLTR RAH PLCM UA ULTA PSMT SBH BCPC KEG CYOU NPO NFLX QLIK PTEN AET DFS TIN TIF GTLS CLB HANS WTM MIC UNH BWLD AGP ST WWW CHT HELE SODA EDMC AVGO COG ENTG KNM WPI COO DTG TUP DSW CROX CPA CVLT HUM PPO VOLC CMG GLNG CATM TSU CBST SCSS VSEA CRS SREV CRR TPX NSM IACI CSH KRO MRX BPI GRA WOR QCOR INFA JAZZ DPZ WNR DISH
