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GLOBAL BMI SP marketcap>=250.0 mio USD OPTION=+ONLYK-means clustering using exchange method
matrix:10
Group condition
Symbol=s
PctChgFrom50-dayMovingAvg=m8
PctChgFrom200-dayMovingAvg=m6
ChangePercent=p2
EPSEst.CurrentYr=e7
PEGRatio=r5
Dividend/Share=d
CPU time=471 ms
Data had dimension: 6 with number of rows: 1300
Number of final clusters=20
Compactness=15.330843478355462
Cluster-center and Cluster symbols:
cluster: 0
(20.10, 45.59, 0.00, 1.43, 2.07, 0.08)
USAP BAS AAN KKD SCSS BPI QCOR FOSL SUG CROX CV GMCR ULTA MPEL LQDT SOLR AFFX CBOU ELMG
cluster: 1
(19.70, 28.64, 0.00, 1.88, 1.70, 0.23)
BTH ATRO AZZ EZPW KCI GCO AEA TIN GTLS CVLT TRS AMN CVI HFC TSCO BLUD TWIN ECHO TOBC CNU DMRC PEET PEGA WNI CRMT RUTH AH LPSN DGII RBN PSMT
cluster: 2
(10.18, 31.07, 0.00, 1.91, 1.94, 0.13)
N DMND SPTN ATEC TRCR PLCM TMH HANS TPX PII RRGB HLF IPGP HCKT ALKS BIIB PDC NFLX FTNT WTW COG LAVA PPO CRS CRR CSH GRM GRB DK ARGN SFLY WCG HS PRIM SCLN VSI DPZ MSTR ASCA OFIX BJRI FARO GCOM
cluster: 3
(11.91, 21.58, 0.00, 2.46, 1.84, 0.23)
SHOO V GGG ROSE SPNC AUQ AMSWA VRTS VDSI TIBX DLTR KEG BEE CCOI TIF BGS AGP HAYN FIRE TUP ACIW TBL WBSN LAD TDC HURC LABL AVAV CFX CRZO NSTC CLB CNS COH ENTG WPI COO CMG SMP GRA LVB WNR LMIA SUSS GT FCFS LINC CE WYNN MA UA MLI DFS BWLD HELE DSW IRBT CATO CATM ROC SAPE REV AIRM VOCS NANO VOLC ESI CPSI
cluster: 4
(4.24, 19.90, 0.00, 1.77, 1.83, 0.15)
FEIC FINL ERTS CBS PTEN AET OXM HOTT EDMC OME FLO MMSI MHLD ANF ALU CEVA CVH ACOR CERN SIRI DDS HEI TRLG OPNT GME GLT PRO ECPG EGOV DISH SPWRA AFSI EP LXU CI MW NR AKRX MCO KLIC EXPE NTGR BCPC IMMR HUM MRX HITK ZOLL BARI QDEL STBC SBH NUVA QLIK UNH SGEN CBST VSEA NSM IACI NUS THOR
cluster: 5
(12.39, 11.46, 0.00, 2.00, 1.65, 0.20)
FELE BRY ZIXI BWA MIDD CAB BRKR APOL FUL BIRT SCVL ONE BKI KNL TRN SCSC SAIA NDSN PMC BEAV TAM TEN DDD SCS CLC MNRO GSM RVBD DY NBIX WEN HP CASC DST HOG OMCL GKSR NGD HHGP OYOG NOV SAH ELRC NKE ANEN MLHR ASTE UNF MCHX SYNT
cluster: 6
(8.28, 15.37, 0.00, 2.04, 1.82, 0.28)
GDI G POOL R X AMSG OKE OSIS TYL FWRD OIS MEAS ICON APEI OCN CBB BBG NWPX WTSLA ACO ACN NEOG CSTR LWAY BKE BLT SABA TESO KRA KEYN SINA ACOM ESIO BECN TECH HAL PAG BIDU TDG ALEX ODFL CLH USPH WWW CHS CNW PNM FMCN POL CPA CMN CNC SLH SIAL WOR CPX GRC GPX CRM DV EPAY RADS EE EL ABCO WBC AN ARBA SNHY HIBB OZRK SBUX MOH MOV TW PRGO HXL VMW ST OMAB CHRS DTV IXYS DRC ASGN MKTX RES RAX VFC ASNA SATS RDK ELS SCI NPO FAST HWCC CGNX AMZN BBBY EZCH
cluster: 7
(4.53, 12.10, 0.00, 6.66, 1.77, 1.34)
ROST BXP AVB TWC AXP UFS LFUS BCR BEN ADS TGI ALB ALK ESGR PCP GWW WRLD WTM LLL SPG CEPH PRA SLG WLP CPO WAT LZ LO CACI MCD RL PX RLI PNRA NEU SAN EMN SBS UNP ESL NSC ESS
cluster: 8
(6.93, 8.95, 0.00, 2.25, 1.49, 0.37)
ATR ATW TWI JWN JACK TRAK NEWP CAT TBBK CBI KEX THI GNRC AIN DLLR AIT CORE ALE FMC AME RRTS CVD CUZ MATW SIVB HSIC TEO DECK ALGT PVH LGF CGX SIG PXP TXRH GPC PNR CNO SPW LSTR GNC CENT SSS CRY CSR CSX SNA CNMD CRL NTES GR EXBD MTRX BR CR WFM EDU IEX JBHT PRAA EAT EXPO IT LBTYA IIVI MAA MON VPFG CAKE DSPG MORN EXXI SM HUN MTZ HOS MSA DOV ACAS VPHM DRI DXPE ROG ROL MYL ORLY FFG QSII ZEP BOBE UMBF CHDN TCBI KCAP XRIT UNT SYKE UTX RRC UTI RAVN IPG RUE
cluster: 9
(9.51, 4.78, 0.00, 1.72, 1.40, 0.26)
OFG BRS OII NETL ATHN POWL NEWS LBAI WIRE FRM GNTX KFY BCO ABG BGC COHR BID WWWW AIR AKS KMX TSO TNC AOS NCIT CMRG SWM LBY DCI TAL LDR ECOL SJW WWD LNN CLR SSI LNDC DEST CRNT LTM GPI TTEC MTSC SRSL SNCR EDN AVID ARUN EBAY LXRX HMIN UACL FFIV ROK SSNC HAFC NOR SCL STEI JOBS NATI STMP SYMM
cluster:10
(4.63, 6.16, 0.00, 2.06, 1.58, 0.45)
ICUI ARG ATMI TYC VSAT PBCT APKT UNFI CBR HSNI FIZZ AMCX TKR TJX AGO AGL BHI TFX AIV BLL OLN ATVI TSN BMS TSS FISV OMG FNGN WERN QCOM NWBI HUBG SXT CVO RDEN LANC KWR STX PLL PLT VIVO TDY TEL LSCC GWR WXS BHLB SKT CEC GILD LNT CLP SSD WRI SMSC SRCL CRI SMRT DD EW EXAC RBCAA LXP SBNY EBSB CY MFB CMCSA HI MAT HMSY KR VLY ULTI VMI MMC PNFP CVBF EFSC DHR LTXC BLKB CHMT PRSP CHRW QTM HTZ MTX CASY MSM CAVM HNT DOX HPT LECO MCRS NIHD IDXX GNCMA NICE ZQK RHT NCI RBA REG ENI ENV MGRC MSCI CBSH BOKF NATL SYMC ITW ETE
cluster:11
(3.94, 11.18, 0.00, 1.88, 1.83, 0.41)
PTRY ASH B M SHLM LKQX GGP AMSF AVA BRCD TAXI RGLD VRTU FICO ENDP AIMC OCR CAG CAH BAX TMO KFT HURN ACC ABC AGN COST IPCM AHS FNF AKR FMS BMC OMI TIVO BPO TITN HOMB BRE PGI ALTR MANH PIR PENN ZBRA PKD HLS DELL HLX HME SWI SWN CDNS XLNX PETM CRAI TWTC TCO SIRO DEI PBH TNDM ILMN HBI PCS WYN SGY SEAC GTS CEG CNP FPIC ENSG PPS SRX LCAPA SLM LTD CSL CSU SMTC CPT GPK DG GHDX WAB LMNX EDR MGI CADX WCN HK EXPR ECL MAC VG CALX DLR VIV MMS TSYS DFT MJN MIC MHP HSY MWV HRL CHSI DVA MRT DPS HRC HPY TLEO EQIX NUAN LUFK CTAS AAON HAIN CTXS UHS AFCE CPKI HWAY PSSI NWE LGND EXR BBBB RYN CPRT MWIV MGLN VCLK EQT EQR
cluster:12
(2.03, 5.99, 0.00, 2.28, 2.19, 0.89)
OGE ARE D A T GIL AWK AYR UDR VRSK CCK CCC CCE CBL CBZ TYPE COLM FRT BCE BDX ABT NWSA ABB AEP ADP KIM BIO AFG TASR BMR KRC SYY PGN PFE CVS MANT SUI HMA STZ CYT HAE PEP VASC HCN LEG ICFI GXP CHD SGI PNY PNW CNL JDAS POR POM WST GMT WSH WRE WRB LSI SLE LNCE WLK GSK CELG GPN ED DW ABAX GB GG AM BJ CL IDA MD EXLS EPIQ NI WES MDU NU NTLS WEC NP QEP OC MCK KO LH EBF UL ARTC DGX VNO SD SE SO IRDM DTE DUK HON HNZ VVC DPL HRB MPW DRE ORIT SONC SONE ANSS MSPD RNOW RTIX NHC NCR FDO OVTI NEE ENR UHT UIL EMC ENB FRED NJR UNS YSI RRD NST ITC YUM XRAY NVE SUMR MLNX
cluster:13
(6.08, 1.63, 0.00, 1.87, 1.53, 0.28)
ATU CODE POWI BEXP FIBK HTLD OAS OSTK GBL CBT FSS FTI BDC AEL SLXP CVGW OMC ADVS TNB CFNL APC PFS CVG CVE CUB ALNC CMTL MRCY ITUB CLD SFD SWFT LAYN WFSL POT MRTN CPE SRI MAIN GTI SLB XOXO MYRG MINI NPBC WBS VCBI MTRN LVS PMTC DOLE MGA EXPD DLX DFG MIG MOVE DIN HSC CATY MTU ASFI SALM FFBC VAR HCSG CTBI FCX JBL ENS MSFT CYMI SAM NNI DCOM BOOM EMR NLC URS SUPX ESE ERT CTSH
cluster:14
(3.79, 3.13, 0.00, 6.66, 1.58, 2.84)
GEF ARW ATK AWI BBL BHP OXY BLK TRW BMO ALV AMG XOM APA APD CVX SXL STR SWK PAA LEA SHW LMT COF COP CMI PPG PRU PSA GD WCRX BG PH MMM TD MTB MTD RGA RIO NBL FDX NOC UPS UHAL ITT
cluster:15
(2.34, 1.92, 0.00, 1.92, 2.17, 0.67)
BTE ARB GES ERIE O ATML ARX ATO ROVI AWR TWX ADPI BYI UGI LKFN ROLL WASH ROMA CBG CBU TMK CCRN UBNK BDN ACM AES ADI KMP BLX FNB GBLI AMT BNS ZION ALXN AON APH WSBC BUCY BRO FPO EHTH PGR CWT SYA MRLN CWH HIW FLIC CVA ALTE HGR PKI PKG PKY STT STE STN SWX MASI TECD HAR XEL HCP CFN SJI USTR KNOL CECO WTR NVLS CHE TRMK FMBI DEPO CPB CLX WSO CLI CMS PRX LNCR NVEC WMB LTC LRY SDRL LUX SNH ZUMZ SON FO HD HE EXAR BA WAG NTAP WGL LL MG BSRR AROW RELL EGP MEA LG DKS MMP WR WM VZ RA TE TR VTR SNTS FULT FCBC PDCO MSG HITT PROJ ROP FAF FFIN MSSR SONO RPM VCI DGIT SASR JAKK TCAP FCN RDC NNN CTWS MSEX ELT SBX WDFC UNM NWN MCHP LYTS AAWW CTRP UTR TBNK NSR RSG STNR UMPQ ORCL EQY SYNO
cluster:16
(4.79, 5.61, 0.00, 0.98, 13.44, 0.61)
ATNI MDTH CNSL CCI BUSE AEC PCH PCL DDR PDM PNK CPN SURW FR WDC MBFI DPM SONS NFG SGMS USM FRME RTI EPR SBGI
cluster:17
(6.28, 11.63, 0.00, 0.62, 44.77, 0.22)
SHOR CVCO XTXI CPL LUB CRK ID CPHD
cluster:18
(5.22, 6.05, 0.00, 20.17, 1.00, 0.90)
AZO CLF PTR PCLN AAPL NVR
cluster:19
(3.75, 1.90, 0.00, 0.49, 173.34, 0.30)
TOL SUN
