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description=MANY SYMBOLS
skipp negative 200 / 50 day change
NYSE+NASDAQ marketcap>=500.0 mio USDK-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=358 ms
Data had dimension: 6 with number of rows: 2725
Number of final clusters=7
Compactness=14.435809850479215
Cluster-center and Cluster symbols:
cluster: 0 (26.97, 63.99, 0.00, 0.84, 1.85, 0.08) JVA USAP CCIX ADLR BAS HSTM QCOR CONN HCCI SUG EGHT TNAV HNSN MIND GMCR SODA GLNG CLUB MPEL SOLR
cluster: 1 (12.11, 26.61, 0.00, 1.80, 3.11, 0.16) BTH LOOP SHOO SHOR GGG ROSE SPNC DMND EVEP ATRO SXCI AMSWA SPTN ICLK ATEC AZZ ERTS TRCR VRTS VDSI EZPW KCI TIBX GCO KAI DLTR FTK PLCM KEG BEE CCOI KKD AEA TIN TIF GTLS XTXI HANS AGP HAYN FIRE KNM TUP CVLT TRS TAST IPAR SCSS MMSI MDMD AMN TPX KRO BPI CVV CEVA CVI ACOR PII RRGB HLF FOSL VELT IPGP NKBP DVOX IPHS BLTI ACIW HCKT TBL WBSN ALLT TSCO LAD BLUD ALKS TSBK TDC TWIN DDS HEI BIIB HURC KNDL LABL AVAV CFX CRZO NFLX FTNT NSTC MEDH CLB NSSC WTW ECHO TOBC AVGO CNU CNS COH COG ENTG WPI COO DMRC CROX LAVA PEET PPO CMG CRS SREV CRR PRO PRM CSH PEGA SMP GRA GRB LVB WNI WNR DISH CRMT DK FC ARGN SURW SFLY LMIA SUSS RUTH GT WCG FCFS LINC CV CE MA MW TPCG ZAGG HS EXPE NTIC UA KONA ULTA PRIM MLI DFS CAMP BWLD IMMR DBLE HELE SCLN DSW HUM IRBT LPSN CATM MRX DPZ ROC LULU MSTR SAPE ASCA LQDT REV DGII OFIX BARI BBRG BJRI STBC CPHD NAUH PSMT AIRM SBH VOCS CYOU QLIK FARO AFFX CBOU SGEN TZOO ATAI NANO VOLC CBST VSEA ESI NSM GCOM RTI INFA JAZZ ELMG
cluster: 2 (5.99, 11.24, 0.00, 2.31, 1.88, 0.48) FELE GDI ICUI KAMN ARG KALU ERIC OFG BRS BRY PTRY ASH D G A B POOL M ATMI SHLM R LKQX AMSG OCZ ATR FEIC GGP ROST BXP OKE ZIXI OSIS AMSF TYL ATW FWRD TYC GIL GIB BWA AVA AVB OII AWI OIS TWC TWI RSOL AXP CNSL BRCD FINL TAXI MIDD JWN MEAS UFS JACK TRAK UGP NETL ATHN ISRG NRCI AZO RGLD ICON VRTU ENDP LFUS APEI VVTV NZT AIMC OCR CAG OCN CAH CAB NEWP KBR CAT APKT TBBK CCC CCE SPSC LBAI CBI CBB EROC CBD UNFI BAX KAR WIRE BRKR CBS HSNI BBG APOL TYPE FRM BCR TMO FRT KFT KFY NWPX WTSLA FIZZ BDX HURN KEX ACC BDE ITIC ACO ACN KED ABT ABV ABC TJX ABG FUN BIOS FUL BEN CVCO PTEN THI AET AEC ADS NEOG COHR BID OXM BIRT AGN SCVL VRNT AGL BHI TGI TGE HOTT TFX EDMC KOF AIN BNHN WWWW DLLR CSTR AIT AIR VNET COST LWAY BKE BKI KNL AHT IPCM AHS BKS BLL CFSG FMX OLN FNF AKS AKR BLT CORE KMX KMT ALB TRN SABA ALE FMS BMC BMR SCSC FMC TESO TSU OME FNDT OMG FLO OMI FNGN MHLD KSU TIVO ALU ALK AME RRTS ADUS SAIA BPO APL TITN QCOM APD NDSN KEYN HOMB BRE SINA NWBI PGI SXT HIT CVO ALTR CVH MANH ACOM CVD PIR CUZ ACPW RDEN SMOD PENN LANC KWR ZBRA PKD MRGE HLS DELL SUI HLX HMA HME ESIO STX BECN NCIT LEGC PMC SWI SWN CERN SWM ESGR BEAV SIMO MATW TECH SIVB HSIC VIVO TACT HAL CDNS TAM XLNX PETM PAG TEN TEO RDNT CNBC TEL CRAI TWTC TCO BIDU TDG SIRO DEI PCP DEP HDB SIRI PBH TNDM ALEX WWAY ODFL ILMN DCI RLOG VASC HBI GIVN LDR SMBL DECK NSIT PDS ALGT PCS WYN GWW GWR PVH SHG LGF SGY CHA CGX LFL SIG TRLG WRLD PXP SJR FLWS SKT SEAC CEC CEG SCS CLH CLF SEM CLC WTM CHU CIB USPH WWW OPNT CHS TXRH CHT SGI LLL CNW SPG GPC CNP PNR CNO PNM PNK SPW FMCN WPZ CEPH LNN SQM LSTR SQI FPIC COR POR POL CPA LNT IFSIA ENSG GUID PPS CLP SRX CENT MNRO GMK PRA GME CMN CNC LCAPA WRE LNDC CNI GLT SSS LSI SLH PSA SLG SLE CRY SLM GSM CSL LTD CSU OTEX CSR GSK CSX WLP SMTC SIAL PSO FTLK MELI DAVE CPO ECPG SNA CPT CPX WOR CRNT CNMD SRCL FDEF MEOH EGOV GPI GPK RVBD CRI CRL GPX CRM EPAY DV DY RADS DF SPWRA MYGN AFSI EW EP NBIX EE EL GB NLCI FR FL NTES ABCO GHDX GR EXBD MOBI EBTX LXU TTEC MTRX WAT WBC MTSC AN BR SRSL ARBA WAB CY BKYF CI CR CL LZ WYNN LMNX MFB WFM EXLS EDU DSGX EDR MGI IEX NI WEN IFF ABMD JBHT NR CACH PVSW CADX PRAA ARMH WCN ARLP HK HI HP EAT MAT EXPO EXPR AKRX IT MCO KLIC SNHY NTGR MCD HIBB OZRK SBUX LBTYA IBM ECL KR IIVI MAC MAA MON VPFG MOH VG CAKE DSPG MOV RAH TU TW MMM DLR ARUN BCPC VIV MMC MMS MORN TSYS CALL PRGO EXXI HXL RL CVBF PRGX PX CHKP MIC VMW DHR ST EBAY SD LTXC NGLS SM BLKB MHP HSY OMAB CASC MWV MWE HRL DTG PRSP DST QTM CHRM HUN CHRS CHSI DTV MTOX HTZ UACL MTZ DVA CASY HOG HOS IBCA MSA DOV OMCL MRT ACAS IXYS DPS DPL VPHM HITK DRC HPT DRI HPY GKSR DXPE ROG ROL PCLN ASGN JNJ SONC SONE MPAA MCRS SSNC ZOLL TLEO JOSB MYL EQIX MKTX SSRX NUAN ORLY ZQK MKTG RLI LUFK PNRA INSP NFG RES BODY HHGP FFG CTAS AAON QSII ZEP OYOG QDEL VFC FDO SGMS NDN JOYG BOBE VIA UMBF ASNA SATS NEU CHDN OVTI TCBI INWK HAIN RDK JCI ENI NOC ENV BBNK CTXS NOV KCAP UHS SAH AFCE CPIX GSIG ELS NUVA SAN MGRC EMN SCI ELRC SHPGY NPO MCBI SBS ENB NKE ANEN CPKI DTLK STEI MLHR ASTE NJR XRIT UNF UNH FAST UNT NATL UNP HWAY SYKE MCHX HWCC PSSI LGND EXR SYMC INCB CGNX DOVR IVC AMZN BBBB RYN CPRT BBBY ESL UTX STMP CPSI RRC UTI MWIV CKSW IACI MGLN YUM NSC IRM ETE VCLK ESS RAVN NUS SYMM EZCH IPG RUE QLTY EQT SYNT THOR EQR
cluster: 3 (3.07, 1.21, 0.00, 2.39, 2.54, 0.70) BTE OGE BTM BSX APO APU ARB ARE ARI ARJ GEL GEF GES GEO ERIE E ASI HBAN O CSIQ H K ATML ARW T ADTN BUD ATO ATK OABC ATNI BTU ASX HTBK ASR JST CSGP DDIC CSGS CNVO ATU MDTH OKS SLGN ROVI AUY GIS HTGC AWR MDRX VSAT TWX ADPI AVX MDSO BYI PBCT ISSI AXE OHI CODI ICLR UGI CSCD AYR LKFN NETC KMGB AZN RCKY NDAQ ROLL POWI POWL NMRX BEXP VRSN KFFG RCII VRSK QCCO FIBK CAJ CAM WASH UBS WSTL NEWS WSTG ROMA SLAB KCP UBA HTLD CCH CCI CCK OSTK GBL PAYX CCU BAM CBG AMGN CBE RGNC CBZ BRKS GCI CBR CBU GCA CBT BUSE FSS TLP BBY UVSP BBD KGC APOG FTI UNTD BBL TMK COLM GNTX CCRN FSLR BCH BCE BCO KEP FUR KEM CVCY UBNK PLAB ACE BDC BDN ACM KDN TKR NWSA ABB BGC AEP AES AEL BFR THC SLXP TIE ADP MDCO BGG ADI CCMP ADC TFM CVGW AXTI AGO KIM BHP AGU QGEN OXY TGP UBSH WPPGY PPDI BIO AFG BIN FSRV TTC AIV TTI TTO KOP ONB AJG BKH KND TUC BLC TEVA IPCC KMI BLK KMB BLX KMP SHEN TRH FNB BMA ATVI TRP KMR BMI WSFS ALC TASR GBLI ALJ TRW TRV BMO FLY XRX TSN BMS TSS OMC FISV TSO KSS AMX AMT WERN AMP BNS BOH TPZ ADVS ZION MMLP FOE ALV KRG ALL WABC AMG BPL ALXN IDCC OSK TNC TNB XOM AON VIAS AOS APH KRC TNS CFNL APA APC LGCY SLRC WSBC ANN BUCY ZINC TISI BRO TOT TOO FPO HOLX BRC EHTH CXO KUB SYY PGR CWT PGN SYK MRLN PFE CWH HIG FLIR HUBG PFS CVS GNET SXI CVX FLIC SXL HIW CVG CVA MANT CUB UTEK ALTE HGR ALNC METR PKI PKG HMC PKY PKX STR STT STZ KYO HMY STE STJ CMRG STL STN STO SWX CMTL SWY SILC SWK PLXS MASI ALOG SVU CYT MASC PLL PLT SVN JCOM MRCY DAC TCK TECD DAR HAS HAR TAP HAE VLCCF SEIC DRCO TDY PAA IBKC ACGL TEG ITUB XEL LSCC PULB SMCI PCH PCL DEO HEP DDR PAY EWBC IBOC RVSB DCM PEP DCT TAC AHGP DCO TAL DBD HCP ALGN HCN LEG TWGP LEA PCX LEN OTTR HCC PVR GABC SHO ICFI CFR GXP CFK CFI CHD PWR PMCS CGV ICGE DRIV ECOL PXD SNAK CGI WXS SHW CEA SJI SJM USTR TRIB SKS BHLB GTY LHO SKM KNOL CEO SJW GEOI SEP CLD CECO WTS WTR NVLS SWHC BMRC SFD LMT WWD SFG CHE SWFT CHK TRMK GEOY LAYN SFY CIT BMTC CNX PNY SIGI SPH PNX PNW CNQ USNA CNL WBCO CNK GOV COF PNG JDAS GOL PNC SPP ENTR WFSL MNTX FMBI COT COV POT COP DEPO WPO LNC COL MRTN CPK POM CPL CPE GILD CPB CPC SRI CLR WST CLX PACW WSO CLI SRE CNQR CENX CME GMT CMI WSH PPG CMS SSI SSL GIII KNXA SSD CMP WRI GAME SSW CNA PRX MAIN PRU PSB WMT LNCR SLF GTI NVEC SLB SLW WMB LTC LNCE SMA WLK FMFC VMED CELG LRY MYRG FCNCA CTL CPN DEST MINI SMSC LUX SNH FMER PTR ZUMZ OPEN SOA LTM KNSY HRZN SON GPN PUK LUB USHS GAIN CRK SMRT ED DW SURG DO FPTB PZZA SBSI DD SRLS NPBC SFNC EV ABAX GD GE GA SBRA INT FO EXAC ING HF HD HE EXAR IIIN LPLA GG RBCAA IHS LXP WBK WBS WCC VCBI TTEK WAL VPRT SBNY BA LZB WCRX AA AM ARCL BX MGEE BT EBSB CB LVS CA ARAY BG BC PMTC BP LINE BJ WAG TTGT NTAP CF CP OCFC WGL LL IDA EEQ MFG SNCR MFC BSRR CACB AROW EPIQ MO MR MT EDN NJ NM MGA RELL NC MBVT MDU MDH NU NS NTLS BPFH NP WEC EGN EGO EGP OC MCY MET RAIL EFX WDC PH MED PG IGT CMCSA GMAN HR NOVB MCK IP IR IX YDNT EXPD HMSY LIFE JBLU WIN AVID KB WHR IART IBN KO ICE MAR KT OUTD LH EBF LG VR MOD EXTR RAI UN DKS VLY UL ULTI VMI TV KOPN XL MXWL HEOP WY WX MMP DLX DGAS WR WM RNET WF VZ NGPC DFG MKC MKL PNFP RA ABVT CAMT ARTC EFSC HVT DGX PRFT TG DHI TE TD GRMN TM TR MIG DHX SU VNO NBTB SE HYC SI DIS MOVE SO DIN ARRS MFSF MHK RY HST LXRX HSP VTR IRDM SNTS ASBC DTE HSC FULT CHRW MVC DUK TCLP HMIN LMAT CATY FCBC MBFI DISCA MTX MTW FCAL MTU VSH MTN MTH MXIM MOLX HON PDCO MTD HOT MSI MSG TCRD SCHL MSM GLPW HITT CAVM PROJ HNT NTWK HNZ MRK DOX DOW ACAT PRMW VVC DPM VVI HRB MPW GPRO DRE LECO HPP DRH GLRE MPG LPNT MPR TKLC ROP STRA IRIS FAF FFIN ORIT FFIV GGAL ROK CTGX RNR NAFC MCRI MSSR SONO SYBT YORW ZMH SONS ANSS RPM NIHD RKT PRTS ZNH JLL CLMS RTLX GPIC IDXX CLMT GNCMA RMD MSPD ASFI RNOW NICE SSRI JKS SALM PRXL FFBC FIS RTIX INTC VCI RGA NGS IDTI NFX VAR SOHU TUES DGIT INTU HCSG HAFC BBSI NHI RIO CTBI SKYW RHT NBL CTCM SASR JAKK RTEC FDX NCT NCR LLTC FDP NCI FDS RBC RBA TCAP FCX FCN REG JBL CHCO BANF TCBK NEM ASMI JKHY JCP RDC EIHI ENP JAH ENL MGPI ENR ENS INMD NOR NAVR ANAC LSTZA NAVG MSFT EOC CYMI NNN SAM SPAR CTWS SAI NNI EPB MSEX QLGC UIL EPD ELP DCOM BOOM SAP EMC EME WTFC AAPL ININ MSCI SCG EMR SCL ANCX MCBC SBX ANDE WDFC WIFI WMGI VLTR CBSH FRED TTWO JOBS CBRL BAGL BOKF NMM MPWR UNS ISBC NATI UNM NLC EIX ONNN FRPT UPL UPS BABY NWN DXYN INDB ELMD IVR ISCA GOLD MCHP EXP RWT YPF NVO PCCC NVR ATAX NVS URS UHAL ETR LYTS AAWW CTRP NYX ITT INAP ITW USB USM NXY SUPX ESE RRD UTR GOOG NST TBNK NSR NSP ITC ERT NSH RRR ETN ETH RSG STNR UMPQ NRP SYPR ESV FRME XRAY CTSH QLTI PCAR RTN ELNK SUNS INFY PCBK EPR RUK TTMI ERJ SUMR ORCL EQY NTT SYNO SBGI MLNX
cluster: 4 (-0.60, -9.37, 0.00, 1.48, 2.23, 0.35) SPCHB LOOK ARC USCR LOPE GET CCBG ADSK F GFF C BVN FWLT RYAAY JRN X CCCL SENEA GGB ATI AMTD BXS GHL LOJN ATSG JDSU AVP BWS BWP AVT TXT AMRB BWC TXN AWH AWC BNCL AVY CNTY USAK BRCM ISTA AXL APAC SPIL TVL PKBK AYI ISSC CSCO PATR RCKB HTHT HFWA EVBS COBZ AINV KVHI XXIA POWR BRFS AMKR LRCX EDGW BRLI HBHC ISNS CAP KCG WATG NRGY CWCO HTLF ISLE CCJ CCL GBX CCO TICC TRGT PTNR CBM BAC SPRD BAP BRKL TLM AAP FST AMED PLCE FTE BCS COLB TMS HSOL TMX NILE PPBI ACW AMCC BIOC KEY GBDC ACI GBCI ACH ABX ABD TKC ABM THO THS OZM THG AER AMAP AEM AMAT AEO BFS TGT BHE ADY YTEC PFCB ADM COHU MDCI TEX TER AUDC WWIN UBSI TGH CVGI AFL BIG TTM AIZ LOGM HGIC SHFL KIRK SLTM KNX FISI TRK TRI GTIV FITB OMN XRM FMD TSM TESS FLR FLS FLT VECO TPC ORI FNFG RRST AMD GFIG SAFT TNE ORA ORB ANR KEYW UTHR MALL PFG ESLT CRIC YHOO AHCI GEDU PHG HGG CUK ALSK PENX PHH CTS PKE HMN CRDN FLML CZZ FTEK FORM PAAS STI FORR STM STP PMT UFCS CYN PERY SIMG CXW SVM ITRI DAL ITRN HSII TSEM TCB IBKR TBI TDS FSTR XCO FLOW XEC CRAY ACET PCG LAZ DEG ESRX PBY CXDC HES PBI ITMN DEER LCC RUSHA VIST HBC ACCL FSYS LFC CDR ADBE CDI LII CNIT GVA CDE ARTNA SWIR SKH PZE CEL OXPS PZN CEDU MEDW SCR WOOF OPLK SEH UEPS SEE TROW CKP WBMD WWE IGTE SFN CHH TRMB DAKT SGK CISG IPXL MRVL CIM CRUS GILT SPF SPR LOW NCMI OTIV GNW PEBO PACR CLS WSM CINF CMC CMA DIOD GLW MERC ACXM DENN GLP CNH WRES CSE CELL CSC WLL SMG DGICA WLT GAGA CTB LSE GMET ENOC SNE LUV LION PTI CQB SNX SRDX LIOX WNS MENT GPS WNC EPAX ABBC DL DE ES MGAM ULBI IOC MBND AREX UEIC RICK SUSQ HA ABCB EBMT HRBN GS CPWR GM CPWM SFSF SNPS DVR AU PDLI AB ARCC AF AL MBRG BZ JNPR ETFC BK DRYS EXEL CW CS EXFO CM SNDA CAAS LM EEP MF WFT ZEUS WFC WFD EXLP MS PRCP EDE SNDK NE MDP MDR MDT MDS NX EGY OI OB MEI CMCO PL PVTB MBWM HL MBT EPOC HT CYBX IM IN IAG MCS WIT IBI ECA EBS ICA MAN MAS EBIX LF VE VLO NTSP MOS GLCH NTRS TX BPOP MLM WU DNB CALD SCBT RF RE PRGS TSTC RP HIMX RIMG PQ TK TI NTRI TS DHT KTEC VNR SF VOD SR RS RT KLAC MHS UTIW DRQ HRS PRSC PDFS CHOP FCCY FLEX MUR TSRA VRA RDWR DVN SCHN DNR SCHW HNI AKAM MFLX HNR GPRE MPX ZZ HPQ IRET JPM MKSI FFIC STRT STSA SANM OIIM JNY JNS MCRL EMCI RNST ASIA COWN KELYA FBCM DGLY NABI JMP RJF YONG ASEI FIX NFP EEFT AEIS RGC WMAR FIG FII SSYS INSU RGS PCTI QSFT VAL INTT FHN OMPI RFMD RIG PSEM RHI PSEC NBR BGCP GLAD RCL LHCG CLFC NAV JEF JEC CHFC PWRD CTCT VIP CTEL FCS FBNC XRTX FCF FCH LCRY CTFO PNNT FBR FBN ASML CHDX KFRC MSFG CBOE EOG STAN UCTT STBA UIS LCUT ASYS ELX BOOT GSIT WILC MSCC DTSI ENH ENG GSOL NARA STEL UMC ROCK CPLA HLIT SYUT ANGO RSYS MCGC NMR STEC EIG ORBK NWY BBEP NWL EVR PWER GOLF IVZ EXL SBIB CRESY ETP URI EVC NYB GSBC VSEC NTE ITG ETM CPTS IRS RSTI RSH URBN SYNA STKL STLD REXX EPL BKCC NUE FFKT IPI ISIL NTZ
cluster: 5 (2.91, -3.27, 0.00, 0.27, 170.10, 0.72) TOL LAMR SUN CPNO
cluster: 6 (-6.85, -29.51, 0.00, 0.89, 1.80, 0.36) SPLS ARO CVVT GFA GGC CVTI AMSC FNSR YGE DMAN SPPR KBW CCIH UFPI FVE AMCN ABH COGO BEST CSUN MDAS HOGS TQNT COSI LOGI AIG TSL OMX FSIN FSII SHBI HAST FEED ANW HOLI AOB HHS CVC SVA CREE CYH ACLS PETS PETD HSFT OKSB PAR SEED LDK CGA SWKS LFT SID TRIT MNKD CEDC MITL CNET SIGM MIPS SIGA SPU YUII CPF GNK LPS SKX WMS PSS GSI NVDA SMT CPY GAIA SOL DM HEAT NTCT ABAT EK SUTR LYG DWA RENT WGO WFR MU EDS CADC CMED AFOP BCSI VQ CLWR GLDD MNI RECN DLB KONG VIT DMD CHLN MOTR PT RIMM VTRO PNCL LEDS MRO RBCN JASO SORL AACC DCIX BGFV BTUI GLBL NOA NOK CPGI JOEZ RODM NPD AFAM BONA BONT SKBI BBGI CBPO NLS AIXG THQI CTRN QNST CHINA PWAV ORCC SUNH
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