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description=MOST OF NYSE
description=MANY SYMBOLS
NYSE+NASDAQ marketcap>=5000.0 mio USD
K-means clustering using exchange method
matrix:6
Group condition
Symbol=s
Symbol=m8
PctChgFrom50-dayMovingAvg=m6
PctChgFrom200-dayMovingAvg=p2
CPU time=458 ms
Data had dimension: 3 with number of rows: 5013
Number of final clusters=7
Compactness=16.897005838103972
Cluster-center and Cluster symbols:
cluster: 6 (23.75, 62.41, 0.00)
LVLT VRUS ONTY ADLR HSTM QCOR CONN HCCI TNAV IPSU ALAN GENE CRD-B RADS PZZI PHMD TSTF SODA NYNY OBCI OVRL PSMT SYMS JVA USAP APAC CCIX BAS AEA TISA RPTP SUG ESIC EGHT HNSN ICGN AGYS ICCC PVSA GMCR BPAX ARIA PCYC GLNG DRL MPEL INTX INSM GLBC VHI ELN NATR BFSB
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cluster: 0 (-17.24, -48.43, 0.00)
CNYD AMSC ENER AMPL BMTI CWBS GAI RCON FRO FRP AMCN VIMC FSGI OMX DHRM SCOK RDCM ALTI HEV TNGN SEED PARD VALV OPHC DRRX GMR MERU GRO CWTR SMSI ENMD BWOWW BWOWU JRJC EMITF CYDE WUHN NGSX MTEX CHLN RIMM QXM OCLR HRZ DSTI LEDS TKMR HPJ AERG SOMX ZOOG PRWT DCIX ONAV IRE ARL BXC USBI SPIR XOMA PTIE XXIA TBET TRBR TRGL CCIH CCRT TLB BIOF KV-A BGP KV-B CSUN APWR AIB HOKU SQQQ ESLR TCI TBH PURE LDK LEE CHC WBNK TRMD YUII CTE CTC SMT PEIX MRNA SOL LPHI HEAT ABAT ABIO CADC MEG REFR SCEI KONE IFON MOTR BWOW GRMH JNGW MRO STRN XING SATC CTDC CBLI ASTI ZSTN PCBS PWAV REVU OREX
cluster: 1 (-5.54, -25.51, 0.00)
CVVT GFA GGB GGC CVTI ODP GHL JDSU YGE EVBS POZN SPPRO IGLD IGOI DIET FST VRML HSOL VRNM UFPI AMCF FVE GNVC COGO MVIS BEST MDAS COSI LOGI KIRK SCMFO FMD SNFCA HAUP PXLW FSII WEST PBIB RRST PBIO COMV ALRN HHS HCBK GEDU PHG ALTH SMMF PJC KIPS PMI KINS ACLS CFBK XCO HSFT TNCC ACET ACFC CXDC PAR VISN VIST SMCG NOOF PANL GMTC CWEI CNIT CEDC CEDU CNET DYSL GNW DARA GNK NVGN OXGN PPC NFEC ECTY MNOV WMS PSS MELA RMBS GSI NVDA SMTX GMET PTI PVA DRWI DM ZANE DL EK JBSS AVTR III AONE LL WLBC MU MX MS BSPM LTRX AVNW BSQR HW CIEN FTWR AFOP LTON VQ PRKR VE RAM EFOI JCDA BCON BCOM OMER AGEN JSDA PRGN PT VTRO TI CHNR CHNG BLIN CHOP VTNC BCDS PRPH HOV BLDP ZN MBLX RBCN JNS MCRL LLEN JOE JASO ZOOM SORL LLNW PGTI TLAB RIG RBNF BTUI RDA BAMM RDN ANAD CPGI TBSI AFAM TBUS BBGI PSID PSUN QNST CPSL CYTK MCOX MLNK VLNC MSHL FFKY TBOW ISIG SYNM SPLS WAVX SPMD ARO FWLT GASS USEG AUO BXG BZH FNSR BZMD ROIA TIBB FREEZ DMAN KBH SPPR KBW UAM CCJ CCGM BAC TBAC SPRD LCAV URRE BCS TMM ACI PLBC ABH TGS ADY TEX HOGS TQNT HOFT AIG TSL AMR TPC SHBI KUTV AMD BPZ FEED ANW HOLI ANR AOB CJJD SINO EGLE LAMR CVC SVA STM CREE CYH CYD DAL NSFC DEAR BIDZ LAZ CDII OKSB QUIK DEER RVSN KNDI CGA NSPH SWKS LFT SID TRID TRIT MITL SEH SIGM MIPS SIGA OTIV LIVE CPF CLS SWSH FPFC SRT LPL LPS CRRB CNH SKX CSC GAGA CTB CIIC CPY SNV GIGA CRME GAIA NTCT EPCT ABCW SUTR LYG DWA FCEL PMTI RENT EXFO WGO BPHX CAAS WFR EDS RELV CABL MDS CMED XIDE CLWR OPTT NTSP MNI RECN UTSI NKTR DLB KONG VIT DMD CALI VPF CVBK GLGL DGW CAPS MFRI SSFN SCMF PNCL SVNT PDEX VRS IVAN IVAC MTL MTG YRCW AKAM MFLX DOM SANM CBAN CBAK RBPAA MPET LZEN CLBH BGFV QSFT OINK KGJI WHRT IDRA PNSN NBG GLBS GLBL CTCT HOVNP CTFO FBR NEI FBC NLST NOA NOK UCTT ASYS RODM SUBK TI-A BONA BONT GSOL GCFB FREE SKBI HLIT FRBK CBPO NASB NLS WIBC NWK AIXG THQI EXM CTRN USU CHINA UTA ORCC SUNH ORCT
cluster: 2 (-2.23, -10.38, 0.00)
GDP LOOK AMWD ADRU OFC ATPG LOPE GET GEO MLVF ADSK E F HBAN GFF C GFI H ATML OEH RYAAY X SENEB SENEA LORL GFED AMTD AMRS LOJN ATSG VSCP VSBN AMRB ONXX BNCN BNCL CNTY FSBK ATRM GKK CNTF PKBK AMOT FACE AMNB ONVI PATH RCKB NETC HTHT COBZ VRTA VRTB POWR SPPRP AMKR XBKS EDGR HBHC SDBT OCC NEWT NEXS EDAP SLAB CWCO ONSM GBX GEVO GBE CWBC GCI UNTK FSR PBNY IMKTA AMED FTE COLB FRZ FSLR AMCC LOAN FTR WWON NWSA OZM AMAP AMAT COHU CFFI AUDC WPPGY CVGI FSRV LOGM SLTC SLTM IPCI PBHC FITB OMN XRM PPHM KITD FLR FLS FLT CORT ORI FOE OSN QCLN OSG PBIP GFIG HAST TAYCP SCON ORA ORB EDUC ALVR PGC MALL TELK HIG BWEN PFG MMYT YHOO HGG ALSK PHH ACMR PKE CMSB AUTC CETV HMN FTEK PAAS NOBH PMT UFCS RBS-PR RBS-PM DRAM MNDO HAS SEIC XEC NVTL PBR GMXR PBY VIRC HES PBI SMED PAY HBC TEAR HCII FSYS BVSN PWE SNBC PWR PXD GERN PWX GYRO ADBE GVA MNKD PZE ENZN OXPS PZN WOOF WOOD OPLK UEPS VALU NVLS OPOF WWE IGTE GMETP HBOS DAKT HTWR IPXL EOSPN AUXL GOL PNC ENTR WPP GNI PACR LNET CENX WSB DIOD GLW MERC ACXM PACB GLP MERR CELL PRE JMBA WLL DGICA WLT RMCF DITC ENOC PTP OPEN WNS MENT DATE GPS WNC TTHI DE CHYR EV ES IMN GE IOC MBND RICK ING HA GS IIIN CPWR GM SFSF MBTF SNPS AV IILG AU IIF AB AF AL MTSN BZ MTSL BC ETFC BK DRYS CX CW CS DB CM SNDA LM MF MT NM NC SNDK NE NX OI RAIL PL AVNR HL HT CYBX CYCC IM IO BKSC IBA IBI BCSI AVII DSCO ICA CYBI TX TV CHKE XL VTSS WU WG OMEX ZZC RF PRGS TSTC RP HXM HIMX PQ PRFT TK TS SU KTEC SF HYC LTXC SR RS RT CHMP OCLS PRST HTH HRS PRSC FULL SNTA TSRI TSRA DSWL VBFC TSPT LEDR BCAR BLDR HNI HNP HNR CXPO GPRC GPRO ZZ IBCP HPQ IRET LUNA HWKN AERL JPM MKSI TCCO RJET FFIC JNY EUFN SONA EMCI ANTP OBAS ZOLT COWN KTOS RKT TCHC JMP RJF YONG PRVT MSPD FFCH JKS EEFT RGC AEIS WMAR PSBH ANIK BASI SOHU AEGR ANLY WEBM AEHR SOFO PSEM RHI PSEC RCL JEF JEC LLTC DLGC RAS CHFC SOMH CHCI SGMO SGMA LCRY BBOX CHDX RDI JCP CZFC RDC BBND MSFG SAB BKMU CYMI NXPI HPOL QLGC ANCI LCUT ANCB MSCC ANDS DTSI MCBF CGEN BKOR AXFN MSBF VLTR CPLP CPLA SYUT ANGO ANGN AFFM MCGC ONNN BBEP JAXB BABY HWBK GOLF MCHP IVZ SOXX YPF CRESY OVBC FFNW VSEC ITG RRR RSO ONCY IRR IRS CPTS RSTI RSH SYPR ISH SYNA RTN IRF CYTX CYTR BKCC FFKT IPI ISIL DCTH BTO SPCHB ARC UCBA BSI USCR CCBG BRP BVN CSIQ PTSI ARW CCCL BUD ATI PKOL BTU ASX BXS UCFC BWS AVT BWP TXT BWC TXN CKEC AWH AWC AVY TAYC AXS USAK AXR BRCM AXL CSFL SPIL ISSI TVL BYD TDS-S AYI CSCD CSCO HFWA ICLN KMGB JADE AINV NDAQ UFI KVHI BRFS LRCX CSBC BRLI ISNS UBS CAP KCG WATG TREE NRGY ISLE CCL CCO TICC TRGT PTNR CBG BAK SPRT CBE SPCHA ZRAN BRKS DUCK BAP AAV AAP TLM HOOK BBD APOG TMS KFS TMX NILE TIGR ACW KEY GBDC PLAB GBCI ACH BDJ ABR ABD TKC THO AEY PTEK THG AER TAIT THC BFR AHPI TGX AEG BHE PFBX PFCB KENT ADM ADI BGG CCMP HGSI AXTI QGEN TER UBSI TGH KEQU TGA RGEN BIS AFL BIG BITS ROYL TTI AIQ KOP TTM AIZ KND SHFL BLK TRK TRI TRF TRU GTIM ALC GTIV ALG IKAN TSM PFED TST AMX VECO AMP OSBC FNFG ALV SAFT TNE APH WSBF ANN ZINC AOI TOT KEYW CXS UTHR ESMC FONE KWK CDCS ESLT CRIC PLTM CUK UTEK CTS HFBC TXCC YAVY CRDN STD FLML FORM CRDC STI FORR STP STO FORD CRED SWC PERY SIMG SVM ITRI ITRN DAC TCL TSEM TCB IBKR PETS LACO TAP TBI PETD TDS TEF ITUB FLOW ESTE ESSX DEG ESRX ITMN DDE NCBC LCC LDF JRCC WRLS SHI FCTY PMCS LFC CRWN LIZ CDR CDI LII CDE SWIR OLBK GCVRZ SKH SKM CEL CRYP OLCB SCR SCX SEE TROW LAWS CKP WBMD SFG SFI SFL HNRG SFN CHH TRMB LIWA SGK MRVL SFY CIM CRUS CIT GILT TRST SPF CNQ USNA PEDH SPU LOW SPR SPP NCMI GULF LNC PEBO HFFC CIMT CRRC CINF CMC CMA GIII CMP WRES LPX SSW SKY SLF CSE VMED SMG MYRX GIGM CDZI LSE CTL LARK NCTY DEST SNE FITBP LUV LION CQB SNX NSYS SRDX SOA LIOX ICAD CRH CDXS ZHNE EPAX ABBC SPWRB MGAM ULBI SBRA AREX CMLS SUSQ TFONY WBK WCC FCHI DVR VPRT LZB ARCC JNPR EXEL SBLK LXK EEP MFG EEI WFT ZEUS WFC EXLP EDE MDP MDR RMKR BPFH EGY MDC MET EFR MEI CMCO EFX IMRS PVTB MBI MBT EPOC PMNA HDSN MCS WIT LIFE WHR REED ECA MAG EBS MAN MAS SVBI EBIX NKSH ARWR CLWT GLDD MOS NTSC VMC ULTR OPTR NTRS GRIF BPOP MXWL KOOL MLM PBR-A DNB CALD SCBT ABVA OPXT PCYO OPXA MOSY ARTW NTRI DHT FBSS NBTF VOD MHR MHO MHK PVFC MHS ARRY UTIW DRQ PDFS FCCY MWA DSX SCMR FLEX MUR DVN MTW VSH MTN UTMD MXIM MTE SCHN DNR SCHW CAVM HEES DOW ACAD DWSN MPX STRC UXG STRT STSA CTHR BRK-A OIIM CTIB BRK-B ASIA KELYB KELYA MHGC MXT FBCM DGLY CLMS OFED NUCL HLYS AACC SALM ASEI FIX NFP FIG FII SSYS PNRG INSU PCTI GRRF VAL FHN RFMD PNTR FGP CTBC NBR BGCP GLAD PCOM LHCG ROIAK GRVY NAT CBIN CLFC NAV PWRD VIP INVE CTEL FCS FBNC XRTX FCF FCH PNNT FBP FBN ASML ASMI VOXX PWND KFRC CBOE EOG STBZ STBA UIS AIRT ELX JOEZ BOOT GSIT NPD NPK ENH WIFI NARA STEL BFIN UMC ASTC ROCM ROCK FARM JFBI NMM MPWR INOC NMR STEC EIG ORBK NWY BOVA NWL NVAX NANX EVR PWER NWS EXH EXP EXL SBIB THTI GSAT ETP NYX URI EVC NYB USG NXY NTE ESC STNG ETM ETH ESV NRF STKL INFY UVV STLD REXX RNWK INFN STLY ERJ NUE NTZ EQS
cluster: 3 (0.87, -0.33, 0.00)
HBCP GDL OGE ADRE ADRD ADRA GEC GED GEA GEL GEF GES OFG GEP A L O ATMI GFN K T GFZ GFY GFW ADTN OABC ODC ATNI HTBK GGT AMTC TMNG AMRI MDTH SLGN GIM GIS GJN HTGC GJK GJR GJP GJO MDRX GJD GJJ GJI VSAT GJH ADPI GJV GJS GJT MDSO ATRN BFED PBCT OHI AMOV FABK PATR PATK NETL COCO ATHN RCKY IGOV BELFB COBK BELFA COBR POWI AMLN UNIS LFUS NMRX BEXP VRSN RCII VRSK QCCO FIBK EDGW BCS-P NEWL NEWS NEWP ADEP ATLO GAM GAB HTLF HTLD PAYX GCV AMGN GCF RCMT GCH GCA BUSE FSS UVSP UNTY DD-PA BK-PF FTI BK-PE UNTD COLM GNTX OWW HARL PPBI FUR OTT DHFT AMAC BERK SLXP NWLI IFSM HVT-A MDCO COHR FWF CFFN HUVL CVGW MDCI QQQX OXY WWIN XVG AUBN PPDI HALO HALL HBC-PA WWWW ONB NNBR NEBS CVLY TEVA IPCC OLP FISI FNB FMN ATVI WWVY FLY XRX OMC TESS FISV FSFG OMG WERN FSIN VICR WLBPZ EVOL LOCM ADVS MMLP XATA OSK BF-A OPY FRB XOM FRA VIAS QCOM CFNL LGCY SLRC NWFL EMMS EMMT FPT FPO SCOR PFX PGR PGH PGN PFE QQEW HIF XKK PFN XKN PFS XKO ED-PA HJA XKE PFH HIS HIX HIW CEVA PIA PIS PIJ PHD ACPW AMP-PA PHT ALTE RDEA PHM HGT PHI HGR PHK PJZ ALNC METR HLS PKJ PKI PKH PKG PKM GS-PD PKK ACNB ALNY XFD XFH MAPP PKY HMC HMA KRNY PKX PIY XFP XFR PJA AUTH BECN PJI PJL PJR PJS CMRG PJT PMD HJG MMUS HJO HJN HJL PMF HJJ SMIT HJV HJT HJR PMX CERS MASI CERP ALOG PLD PLS PLL PLT NFSB MATW BLTI CFC-PB JCOM HSII TECD GDV-PA HAR XCJ DJCO ALIM XLNX LEN-B QBAK TWER PAM DRCO MER-PK PAI PAA PAC FSTR ACGL ALLB XEL CNAF SMCI PCG PCH PCL PCM RLH-PA HEP EWBC PEG RLOC RUSHB RUSHA PEP RLOG VASC SMBC ACCL VITC HCP HCN TWGP HCS XAA PCX HCH HCF HCC PVR BDMS KBALB DAIO DRIV GWF WXS PYB PYC PYG ALCO ARTNA PYS PYT GTY PYV PYK PYL PYJ PYN PZC GUL PYY GENT MEDW PARL NVMI GEOI HBNC CECO HBNK WTS WTR GENC BMRC DYII MNEL GEOY GYA GYC OXLC PNY PNX PNW PNU GOV PNF PNG JPM-PK WFSL PICO NFBK MNTX ENTG POT WPO WPK POM PACW WSO PPR WSM CNQR GMT MNRK PPG WVVI WRS GMA GME ACWX PRX ACWI MAIN PRU WMT PSB LNCR GTI MAIL NVEC UBPSU IRETP MEMS WMB LNCE PSY WLK GSH MOLXA GSF SMTC GRR MAGS PSO LNBB MELI FCNCA ECPG PL-PA PL-PB SMSC ACUR ACTS PL-PS BDGE CNMD HUB-A PTR MEOH RE-PB HUB-B CWST HRZN PVD GPK GPN GPM PUK PAGG DW DX DO PZZA DD NPBC IND SFNC FUEL IMF GD GF GA SNMX INZ FT FO INT HD HE HRBN CPWM AOSL RBCAA IHS VCBI TTEK BA WCRX AA IIC IIN AP AM FUBC BX MBRG BT CB CA BG DROOY BP BJ IKR CY CU MTTX TTGT IKJ ZB-PB IKL ZB-PA IKM CP OCFC IDG LMNR IDE IDT BSRR MO MR NJ KCLI PRCP JCTCF MBVT NU NS IFN OC OB IGI CIDM PRAA PH PG MBWM IGR HK HR NOVB IN IP IR IAG IAE IX KLIC IPL-PB YNDX BCRX BSTC LHO-PG JBLU KB AVID IART IBN BCSB KO VTWO ICE VTWV ICB KT VTWG LH ICS LG LF VR VC C-PU C-PP VLGEA C-PI RAI UN UL UG BAC-PL TY WY WX WR WM STZ-B ETRM WF VZ NGPC RE RC KTCC SOCB RA EFSC HILL HVT PRFZ TG BAC-PE TE TD HZD HZO TM HZK TR HYV HYT HYY HYH SD HYF SE SI HYM HYL SO HYK HYI BLKB RY KLAC WLDN HST HSM HSP IRDM SNTS LEAP HSC ZTR FULT CHRW KSWS OKSBP QTM TCLP LMAT HTY HTZ MBFI FUND HTS FUNC UACL CYCCP RIVR HON ZF GPOR HOT PROV TCRD VTHR HITT HNT BSFT GPRE HRB LECO BCBP HPS QQQ BSDM TKLC ROP IRIX IRIS FFIN JPG ZIP OBAF FFIV ROK JPS HBA-PG RNO RNR EMFN RNE SGNT MCRI AEPI MSSR SONC SONE SYBT EMCF YORW ZMH RPT SONS JOF ANSS RPM NIHD PRTS TLEO FFEX JLL EMIF RTLX FFDF GNCMA RMT MSON RMD NICE HAVNP NICK JLA MKTG RLH PRXL FFBC JHI RGA JHP JHX RGS PSCT PSCI RFI TUES PSCF JFC OMPI CPBC WMCO JFR HAFC BBSI RIT RIO JGG HHGP XNPT AWRE MOG-B MOG-A RHT JGV JDD ANNB JAKK CHEV RTEC HBANP CHFN BANR RBC JEQ TCAP JBR JBL JBO CHCO JBN BANF JBI JBK JBJ TCBK PSAU NPBCO OVTI RCS JKHY NHTB CYNO JAH ANH-PA LSTZB ANAC LSTZA MSFT LINTB SAM SPAR SAI SPAN MSEX AFCB ANAT DCOM ELSE SAN SAP EP-PC WTFC MSCI SCG SCD SBR MCBI MCBC SBX ANDE MSDXP VCSH WMGI NXTM RAND TTWO BAGL FORTY VSNT RSYS ISBC CPNO OVLY HE-PU PSTL PSTB AXAS RVT ELMD IVR SOR-P IVN RWT USATP SYMC BKEP SFUN UHAL RYL ITT PSTR CPST ISP RRD GOOG ISM ISHG ELOS RSG VCLT ELON PSOF IRL URBN ISG ISF BTFG QLTI VCIT ELNK IRC SYMM RUK TTMI ONFC ISIS GOOD SYNO ONEQ SYNL BTF BTE FNLC BTM BSX APO APU HL-PB CSKI ARB ARI ARK BSP BRT ERIC ISYS ERII ASI TECUB TECUA ASG ASP SHLD JRN FEIM SHLM ASA SHLO WAYN ARY PTSX ATE JXSB ATO ATK TZF JSN TZK ASR USB-PF JST PKOH CSGP DDIC CSGS TYY TYN ATU ATV VNQI TYG ROVI JZL TYC AVP JZH JZK JZJ JZC HPCCP AVK TXI JWF AWR VNOD AWI TWX AWF TWN TAYD AVX DRE-PK MARPS DRE-PN ISTA BRCD DMLP AXE TVC TVE USAT UFS ISRL UGI ISSC AYR UGP LRAD PTIX AZN JZS JZT JZV ROLL BEE-PB VVUS KFFG KFFB CSBK CAJ CAM WASH CAC CAE WSTL WSTG CAS CAR KCC ROMA KCW APKT KCP TIER UBA CCH CCI CCK CCE CCZ CCU CCW BAM SPRO CBM EROC IKNX CBD RGNC CBR NRIM CBU CBT BRKL RGCO TLI TLK AAR BBW BBX BBY TLP PLCC PLCE AAC BBL TYPE TMK KFN CCRN APPY KFY TIII BCA BCH BCF BCO BDV KEP EAGLU BDT KEM BIOC UBNK BIOD CCUR ACE BDC ACG BDN ACM ACL ACP KDN UBOH ABX TKR ABB TKF ABM AFB THS AEV AES AEL AEM ZIGO BFS AEO TGT AEH AED AEE AEB BHD CCNE TIE ADX YTEC BGT BGR ADC BID TFM HGSH TFC AGO BHP AGU BHK PFBI BHL TGP AGD UBSH TGE KHI NINE AFT BIO AFG BIN APRI AFF TTC TTF AJG GBNK BKD HGIC BKH AHL TUC ZGNX BKT CZNC KNR KNX SNSTA BLC BLH KMI UBFO VNDA KMB KMP BLX AKS BLW SHEN TRH KMM TQQQ BMA TRP KMR BMI WSFS TASR BME GBLI TRW TRV OSHC BMO TSN TSI TSS BNA TSO APWC ZIOP FNGN CSPI AMT KST BNY KSK FEFN BNS PFLT BOH BOE ANH KTH TPZ TPL ZION ZIPR ALX KRG KRJ CSOD ALL KSA ASRVP BPK WABC AMG BPL IDCC TNB BPT AON BPP AOS KRC BQH TITN TNS TNP APB APA APF APD APC WSBC HOLL TISI KEYP HOME BRO TOL HOLX BRC EHTH CXO KUB CXE SYT LAKE CWT KTP CWZ KTN SYK CWH FLIR CVS CVX SXI FLIC SXL CVO CVG CVB CVA AHCI CUB PENX KYE MRGE SVVC BICK UBCP SUP PEOP SUN STR STT STZ WCAA KYN KYO STC CZZ STE STJ STL STN SWX SWY RPXC SWK PLXT PLXS SVU CYS CYT CYN FDML CXW HFBL MRCY TCK DAN DNBF CDNS VLCCF TDY TDW LSBI LSBK TEN TEO IBKC TEI TEL TEG LSCC PULB CRAY NSEC TDI DEL DEO ESSA DDF EGBN GEF-B DDT IBOC DCE RVSB DCA DCM DCI DCT TAC AHGP TAL LDR DBD LEG LEA LEN DNDN CIZN OTTR GABC SHO WBKC ICFI SHG CFR CFK SGY SGZ SGU CHA CGX CGV ICGE FCVA CRWS CGO FLXS CGI SHW SJT CEA SJI BPOPM BPOPN USTR SKS LHO CEM KNOL DBLEP CEO CEE SJW SCU CJS CMS-PA CJT CMS-PB SEP CLD FCZA CITZ SFD CHU LMT SFE CIA CIB CHE CRVL SWFT CHI PEBK CHK CHL CHN TRMK TRMS SGF SGI AGNC LLY SGL CISG CII CIF LAYN SGC CIR ESEA CNX SIGI SPH CNO WBCO CNK SWTX COF SPW USMO COY FMBI COT COV COP DEPO COL MRTN CPK CPL CPE GILD CPB USLM ESCA SRI CLR CLI SRE SRZ CME CMI CMS SSL CMK CMO SSD DENN VMBS GAME SSP CNA CRT LSI SLB SLP CSA SLW LTC SLT CSU SMA CSV CSP CSQ FMFC SMI CSX ARH-PB ESBK LRY LUK CPP SIEB SNF MINI CPV LUX SNH FMER AMTCP LTM KNSY SON SOR GAIN CRK SURG FPTB SBSI GTN-A FCLF TOWN ABAX RMTR UEIC EXAC VXUS NTES ABCB EBMT ABCD EXAR MOBI LPLA LXP DXB WBS TFSL WAL MGEE LVS ARAY PDII OSBCP PMTC LINE WAB FCFC WAG NTAP AKO-A AKO-B MFV QTEC EEQ MFA MFB MFC MFD IMOS EEA EXLS MGU AROW WFD EPIQ EDN MGF NBBC MGA RELL MDT MDU MDH WEC EGN EGP MCY EGF ARNA PVSW EFT CUBA MED EFM ARMH FRCCO CMCSA ARLP CMFB TZYM CHSCP MCK MCI MCR MCN MCO ARKR CAFI YDNT EXPD LBTYK WIN LBTYA WIA MAR GOODO GOODP MOD GLDC VLO DXCM DKC MPB VLT EXTR DKQ GLCH DKP DKS DKT VLY MNE HERO KOPN ARUN GRID MMC HEOP ABTL MMU MMT DLX MMP MMR DGAS BANFP RNET CALL MLP MKC DFG VPG MKL PNFP MKS MKV DFZ VPV ABVT DGF CAMT MJH OGXI MJT SSBI DGX MJV MJY DHI DHG DHF GRMN ARQL DHR MIG DHX HMNF MIY GRNB NBTB VNV VNR TOFC DIS MOVE KOSS DIN ARRS MFSF MHY MXE CASS PNBK LXRX DSM CASM CUTR VTR MWR VTJ CARZ DRU CART IFEU MWO ASBI DTK MWG NRF-PA ASBC DTE PVTBP FCCO SCMP MVC QABA DUA IFGL HMIN CATY VRA DTT MUI RDWR LPSB FCBC DISCB DISCA MTX DVD MTS MTT MTU DISCK SCKT MTR PNBC CLRO MTH MOLX FCE-A MSY FCE-B QADB MSZ PDCO MTD MFLR MSI MSG MSF SCHL IFAS MSM MSK MSJ MSP SCHS GLPW DPD NW-PC MSB MRF SCIL MRH NTWK MRK DOV VGLT DOX FO-PA ACAT VVR DPM AHL-P VGIT VVI DRE DRH GLRE MPJ LPNT MPR FAF FAC STRL AACOU CTGX SBIBN NAFC WCBOD STON MPAC SSNC RNST MYM VONE VONG NABI PE-PA PE-PB IDXX PE-PD VONV ASFI RNOW SSRI VGSH FIS NFJ INTL CBEY VCI FJA ORRF MGYR NFG FHY NGT NGS IDTI NFX VAR IDSY DGIT NGG INTU INTT BOFI ASRV BIO-B IDSA FGC NHI STXS NIO GROW BYFC CTBI SKYW FFN NBL NBN CTCM SASR RNIN CTCH FDX NCS NCT OFLX NCR FDP FDO FDS FDI FCY AAME JOYG FCX CLDX FCT FCN SAVB PWOD RFIL NCV PNNW FBMI NEM BOCH EIHI VGR ENP NNN-PC NOC ENL ENV MGPI ENS CTXS INMD NOV RDS-A BFLY RDS-B NOR STAA NAVR STAN EOI GCBC NAVG EOC EOD SBAC NNC NNN EOT CTWS NNI EOS EPB JFBC NNP BOLT CBNJ EPD NNY CBNK ELP GSIG BOOM ELY EMC EME NRC WILC EMF ININ SBCF CBKN EMR EMQ NPV NUTR ENG STFC TPGI SYBTP CBRX THFF TSEMG STEI O-PD ASTM FRED CBRL NURO UNB KEY-PD NMY NATI UNM UNP RNR-PD NLC NLY MNRKP EIX INDY FRPT THRD UPL ORBC UPS NXC NWN EVT THRX DXYN INDB EXC NVO COF-PB PCCC MGIC NVR ATAX AAXJ URS ETR LYTS AAWW ETV FRNK ETW NYT CTRP EVG INAP USA NXN USB NXQ GSBC USM SUPX SIVBO NTC ESD ESE UTR NST NSR STND NSH ETN ETG ETB UMPQ NRP SUPG NAII CTSH PCAR SUNS REXI GKNT PCBC NUV EPL PCBK ERF NTX ORCL EQU NTT NTG SBGI NTL
cluster: 4 (3.90, 8.42, 0.00)
GDI GDF KAMN FALC KALU D G B POOL M MDVN HTCH S R WEYS AMSG GGG POPE UNAM GGP OKE GHI AMRN CNVO AMSF VSCI OKS GIL GIB SDIX OIB OII OIS XTEX ATRI RSOL CNSL ATRC FINL AGM-A EVEP FSCI CODI MEAS VRTX HBIO VRTU POWL ENDP OCR OCN TFCO GAS AMIC GBL ATHX UNFI COKE HSNI DD-PB UFPT FRM FRT NWPX FRX FIZZ HURN PHIIK CVCY FUN FUL CVCO DHIL AMAG BNVI NEOG MDCA OXM CFFC VRNT CNBKA BNSO BNHN COST FIRE IPCM NECB IRDMZ OLN FMX FNF CVLT CORE GNMK FMS QCRH SCSC FMC TESO OME MMSI OMI UNXL QQXT VIDE OSM RRTS ADUS ALXN BF-B CFNB IBCPO NWBI ED-PC PGI PFD HIH PFO HUBG HIT GNET PFK ALTR ACOR MANH PIR MANT RDEN SMOD ZBRA PKD HLX HME HMY LEGC PMC CMTL PML PMO PMM CERN ALOT BEAT BEAV FR-PJ DRAD TECH HSIC VIVO HAL HAE BDSI RDNT CNBC MAXY PCP PCQ PBT ECBE HDB PBH TNDM ALEX MAYS RLRN ACFN WWAY PEI PDT HBI SMBL ALGN PDS ALGT PCS WYN GWW PVH GWR GXP ECOL SNAK PXP GUT PYA GTN SEAC PZB AVCA CECE WTI WTM BMRN WWD CEBK WWW OPNT JW-A JW-B GYB BMTC AVGO PAET GPC PNR PNM PNK PNI JDAS WPZ CEPH WPI POR POL GMLP WPC BNHNA ENSG WST PPS CENT PPL WSH MNRO CENTA GMK PRA WRE LNDC WRI GLF WMK PSA PRD GSM PRO DGICB DYNT GSK WLP CELG WLB FTLK GRT DAVE GRA WOR ZUMZ ACTG GPI NOIZ GPX SMRT ED DV DY DF JJSF FE EW IMT EP IMS EE EL GB FR FL HF GY IIJI GHDX GT GR GG TTEC AT IIT MTRX IIM AI MTSC BR LMLP BKYF CI CE CF SNSS CR CL HIHO LZ LMNX IDA SNCR LTRE DSGX IEX NI IEP IFF JBHT HIFS NR NP PRAN IGT HI HP MKTAY EFII IT WVFC SNHY HIBB IBB IBM KF KR CYAN OUTD IIVI CYBE VG VTUS NPSP DSPG RAH RAD TU TW BCPC TSYS PRGO RL HXL PRGX RIMG WLFC PX CHKP ST PHII FURX HYB NGLS SM HSY OMAB EFUT HRL PRSP XWES HEI-A CHRM HUN HUM CHRS CHSI IRBT MTOX TSLA HOG CHTR NYMT HOS PROJ BSET HNZ OMCL IXYS PRMW HPT CHUX HPP HPY PRLS HQH ROG GGAL ROL FFHL JNJ SONO MCRS ZOLL FFFD ZNH SGRP GPIC MKTX FFCO ZQK RLI PRXI LUFK RTIX JHS RES REX PSCU PSCH PSCM PSCC PSCE PSCD CPBK DLIA ZEP QDEL PGNX IRWD RBA SGMS JAX REG CHDN TCBI HAIN RDK JCI BBNK KCAP LINTA SAH ELTK AFCE CPHD CPHC SPBC MLAB SCI ELRC SCL YZC ANCX SBS WDFC ANEN DTLK MLHR AFFY NXST AFFX SGEN HWAY SYKE MCHX HWCC ISCA PSSI GOLD CGNX PGEB IVC AMZN BBBB RYN CPRT ITW BBBY ARDNA CPSI RRC TBNK ITC IACI YUM FFNM VCLK RAVN IQT IQI RTI IQM BKBK IPG RUE IQC SYNT MLNX FELE ICUI BTA ARE ARG BSD BRS ERIE BRY SHOR PTRY ASH SPNS LKQX ATR WLFCP FEIC ROST BXP ZIXI OSIR OSIS TYL ATW PFSW FWRD ATX BWA AVA AVB AUY TWC TWI AXP BYI BYM TAXI LBIX MIDD JWN ICLR JACK TRAK ROIC BRID LKFN ISRG NRCI AZO RGLD ICON WINN WINA AIMC CAG CAH CAB UBP KBR CAT DMED TBBK OSTK CCC SPSC LBAI CBI CBK CBB BAF CBZ BAX KAR WIRE BRKR CBS BBG KGC BBF BBK TLF BCR TMO KFT BCE BDX KEX ACC ITIC KEF ACO ACN KED ABT ABV ABC TJX BEE ABG BEN BGC CCOI PTEN AET THI BFZ AEP BFK AEC ADS ADP BIB CSWC AGN CZWI KIM AGL BHI AGM RGDX TGI TFX PLFE AIN KOF AIV DLLR AIT AIR TTO VNET BJZ BKE BKI AHT KNL AHS BKS KNO KERX TRC BLL AKP AKR BLT KMX KMT ALB TRN SABA ALE ALJ BMC BMR BMY BMS TINY TSU FNDT BNJ TATT KSS KSW KSU KSM TIVO KRO ALY ALU ALK AME SAIA TNC SAFM BPO APL NDSN KEYN HOMB BRE TOO SINA SYY MRLN FONR SXT WBSTP CVH CVD CUZ EMMSP SQNM PENN LANC KWR FOLD SUI DELL ESIO SVVS STX NCIT PLUS SILC SWI SWS SWN SWM CRFN ESGR SIMO SVN SIVB PESI DAR TACT TAM PETM DVAX CRAI TWTC TCO TSBK GTXI BIDU TDG TDC SIRO DEI DEP SIRI DDR AZPN ODFL ILMN PLPC DCO GIVN GTSI DECK NSIT LEO LABC SHS LGF CFI CHD LFL SIG WRLD SJR SJM TRIB SIX CRZO FLWS BHLB SKT CDTI BWINB CEC PMFG CEG TRNS FXCB SCS MITI CLH CLF CLC SEM CKH SWHC FXEN USPH CHG PMIC CHS TXRH CHT CIG LLL CNW SPG CNP CNL COH FMCN SPN LNN SQM LSTR SIFI SQI FPIC COR CPC LNT IFSIA GUID CLX CLP SRX SSI CMU KNXA CMN CNC LCAPA LCAPB CNI SSS SLH SLG SLE CRY SLM LTD CSL OTEX CSR CSS ESBF SMP SIAL QTWW MYRG CPO CPN GIFI CPT SNA CPX SRCE CRNT SRCL FDEF PMBC EGOV RVBD LUB CRI USHS CRL CRM EPAY SRLS SPWRA MYGN NBIX RMTI ABCO EXBD ARCW EBTX ABFS LXU MOCO SBNY LYV EBTC WAT PDLI ARCI WBC ARCL SRSL EBSB ARBA LIME DYN MOFG WGL MFW MFT MFM MFI MFL WFM CACC CACB EDU MGM EDR MGI WEN ABMD NTLS WEA EGO CACH CMCSK WDC MEN CADX WCN GMAN EAT MAT MAV EXPO NTGR MCD HMSY MCA OZRK SBUX LBTYB ECL ARII WHG EBF MAC MAA MON VPFG MOH BGMD IFNA CAKE MPA MOV MNP VMO ULTI VMI MMM DLR VIV NBXH VYFC MMS MORN VKQ CALM MLR EXXI ARSD DFR CVBF ARTC MJI OPWV MIC VMW VNO EBAY MIM UDRL IMMU HELE MHP VOQ CASC MWV MWE DTG DTF VIA-B DST MVO DSU VRX DUK LPTH DUC MUS DTV MUJ MUE MUA MUC LPSN MTZ FCAL DVA FCAP CASY QADA DNP MSO MSA MRT ACAS MQY MQT DPS VVC DPL VPHM MPW DRC MPV DRI MPG GKSR STRA DXPE ORIT PCLN STRS ASGN FBIZ MPAA NAD SAPE NAC NAN CLNE MYF JOSB MYJ MYI MYC MYL MZF EQIX PE-PC CLMT SSRX NUAN ORLY INTG PNRA ASPS INTC INSW INSP VBF PNQI HCSG RFMI FGI FFG CTAS VCO NIF VGM AAON QSII NAZ NCO OYOG GLBZ NDN VIM BOBE VIA SAVE UMBF FBMS ASNA SATS NEU NEV CLCT INWK NED PCRX ENI ENR ENZ NNF UHS NNJ DYAX HDNG WPCS UIL NQC NQI NQJ NQM NQN ELS NUVA NQP NQU MGRC THLD AAPL NPC EMN NPF NPM NPP SHPGY NPT NPY SBBX NPX ENB NKE CBSH ASTE JOBS NJR XRIT NMI BOKF UNF UNH ASUR NMA NATH FAST UNT UNS NMO NMP INOD NMT NATL RXII NANO LGND EXR EXK INCB NVS DOVR VOLC HFC-PB EVN NXP NXR ESL INHX UTX STMP UTL UTI NSP MWIV CKSW ERT MGLN NSC ETE STNR NRT ESS FRME XRAY NRG INFA DORM EPR NUN NUM BOSC NUC EZCH SUMR ORCH EQT EQY EQR
cluster: 5 (9.55, 24.31, 0.00)
LOOP HTCO OCZ GGS ECYT AMPE FSBI LONG ATRO ATEC VRTS ATEA MEAD NZT ADES EDAC ADGF GCO FTK NEPT GNOM XTXI HANS SCVL IOSP EDMC HSWI LWAY HAYN CFSG VIFL IPAR IPAS SCSS FLO MDMD ALXA COOL VICL EMKR TWMC EONC ACRX PHX ACOM PII RRGB BEBE HLF IPGP MASC IPHS ACIW HCKT PAG ALLT BLUD ALKS ACHN TWIN HEI HURC HSKA AVAV WOLF NFLX FTNT ADAT MEDH AVEO WTW ECGI ECHO TOBC MNTA MNTG CRD-A PPO GLT WMG PRS PRM GRB MAKO WNI WNR DISH RADA DK FC AFSI SFLY LMIA RUTH SFST IHC AG AN ELGX CV CT MA ESYS MW NL ZAGG HS RIGL CIGX DSCI UA PRIM RITT TSRX DBLE TSON SERV CHTP NYMX IBCA HNH HITK SGOC ROC LULU ZLC ANTH MSTR AETI BBXT RGR REV PSDV BARI APAGF SOLR BBRG BJRI JCS SBH CPIX CYOU QLIK TLVT PSTI AEZS CPRX VSEA CPSS IRM SYMX JAZZ ELMG QLTY BTH WTBA ARJ SHOO CSII ROSE SPNC AVD DMND SXCI AMSWA OSUR SPTN ICLK GSVC AZZ ERTS APFC TRCR ICOG APEI VDSI VVTV SPPI EZPW KCI TIBX ASCMA KAI DLTR APOL PLCM WTSLA BDE KEG BIOS IDIX KKD TIN TIF GTLS BIRT AGP APSA HOTT CSTR KNM TUP FNBN TRS TRR SAAS TAST MHLD AMN TPX BPI WSCI TNH TOD PFIN DUSA SYX CVV CRIS CVI RPRX FOSL VELT NKBP PERF DVOX TBL WBSN TSCO LAD DDS BIIB LDL LABL PLNR CFX TRLG BWINA HYGS CRTX TRNX NSTC CLB NSSC CNU CNS SPA SIFY COG COO CROX DMRC CPA LAVA FMAR PEET CMG CRS SREV CRR CSH PEGA MIND LVB CRMT ARGN SURW GLUU NLCI SUSS EXAS ULGX WCG FCFS EPHC LINC WYNN ZLCS TPCG REIS REGN EXPR AKRX EXPE NTIC DWCH REDF IMGN KONA ULTA CALP MFNC MLI DFS CAMP ARTX BWLD FBSI IMMR CASH SCLN CARV DSW GRAN CATM FLDM TORM MSW CLSN CLUB MRX DPZ STRM SANW JOUT MYE ASCA LQDT BODY DGII OFIX CLFD VFC NCI WPRT GSLA CBMX STBC NAUH AIRM VOCS NPO END FARO INPH AATI CBOU TZOO ATAI UPI ORBT INCY PODD CBST ESI NSM GCOM NUS INFI THOR
