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 description=MANY SYMBOLS
skipp negative 200 / 50 day change
skipp negative day change
 description=MANY SYMBOLS
skipp negative 200 / 50 day change
skipp negative day change

NYSE+NASDAQ marketcap>=1000.0 mio USD OPTION=+ONLYFuzzy C-means clustering
CPU time=1349 ms
Data had dimension: 4  with number of rows: 741
Number of final clusters=10
Compactness=15.873815241956075

Cluster-center and  Cluster symbols:


TRANSITION DATA ID[-1] / MEMBERSHIP BASED
cluster:  -1  GEF ARW FO ROST EXEL CI SXCI IEP AMGN EROC CAKE BCH WR NWSA THS OXY TGI TFX DST TRW MRO PGN FLIR ALTR NIHD NFX DDR BIIB GWR CGV EMN ENB SEM SPN CPA CGNX CLP SRE PRA SLM GRT NUS

cluster:   0  (2.16, 7.89, 1.51, 9.88) CB BG LZ MA ACE BEN FMX BLK TRV ALK KYO ESGR RGA GWW AAPL CEO PTR
cluster:   1  (16.96, 45.70, 0.74, 0.90) DF REGN GMCR ICO SODA BKS DTG GLNG QCOR DPZ HLF MPEL IPGP ALKS SIRI DDS ELN WTW TZOO CBST VSEA SREV
cluster:   2  (1.88, 6.60, 0.38, 2.22) ED FELE ARG EW EE D K T ADTN ATR GGP EXBD AMTD IHS ATW GIM AVT SBNY AVA GIS AWI AWF TWX SPIL CR JWN CL AYI IEX AZN NE OI EGP PG CMCSA HI CAG UBS GAS IAG CCE SBUX BRKR MAA TMK FRT UL ULTI BDX MLI MORN MKC HXL DGX ADI TE TFM KIM AGL AFG UTIW AIV AIT VTR DTE CHRW KMB BMY DISCK FISV BNS MRK DOV DOX VPHM APD APC ORB HPT BRO PGR SYT JPS SYK SXT HIW JNJ MANT MCRS ALTE SUR HME STN CYT RLI MATW INTC HAE TEG VCO NBL ESRX FDP PEG DCM PEP DCT UMBF REG HCN HCC ENR GXP SAI WXS SHW UIL ADBE SKT LHO CBSH NJR CIB ISBC LLY CNX PNY GPC PNW CNS CNL SPW RVT NWS WPZ SYMC GILD LNT CLR CLX CLI PPL AMZN ITW WRI GLF SSS CNA PRU UTX ITC MGLN WLL CELG SIAL SNH MEOH SOA EQY
cluster:   3  (8.68, 22.58, 1.69, 11.96) ASH UFS HUM VECO TNH APL HLS NEU SIX LCAPA LCAPB
cluster:   4  (6.95, 21.38, 0.53, 1.24) BTM ERIC POOL GGG ROSE FWRD FCFS GIB ARBA CY FINL EVEP CE VRTX ICON NZT HK MCO NTGR HIBB BCPC HANS LEAP TUP CHSI FLO CHTR HOC CVI ACOM SAPE JOSB HLX SVVS PLXS LUFK RES TSCO HEI SGY PSMT SBH FTNT WTI TLVT PNM VOLC CRS SLG IACI CSH OTEX VMED IRM GRA INFA ACTG WNR
cluster:   5  (4.18, 15.78, 0.48, 1.81) FE EL ATML BXP OKE SLGN GIL AVB CACC OC OCN EZPW HSNI DLTR RAI BCR TMO ACO MMS ABB GTLS AGN ST BHI MWV VIA-B TRP TRN BMC KSU KRO ROC CVH PIR TLEO HMA EQIX SWI RNOW NUAN TECH HAL IDTI TLCR TCO TDC DEI DEP AZPN NDN ASNA OVTI ASMI RDK SJM CRZO CYOU SHPGY SBS CEG UNH CNP CNK PSSI ENTG EXR WPI COO WPC SFUN PPS CPRT CNC LSI RRD MWIV CSL LTD WLP SMTC VCLK ESS GRS NRG CPT EQT GPK MLNX EQR
cluster:   6  (9.90, 29.63, 0.70, 1.57) SPWRA SPWRB AFSI EP SFLY S FEIC GT AG MW AMMD ERTS HS BAK KAR ULTA KEG FTO ABVT MDCO AGP BPI GPRO PII FOSL APAGF SOLR BJRI PDS NFLX YZC QLIK TRNX CHU COG WMG
cluster:   7  (2.13, 2.46, 0.29, 1.68) OFC GEL GD INT LPLA SNPS ROVI AT AVP TTEK TXN AL BP AVY WGL IDA JACK UGI SNCR MFA MFC WEN WEC MCY AMLN RCII VRSK IGT CAJ GAB CCO MON AAR FTE APOL VLY KFY ACG ACM FTR WM FUL AES AEE TIN CFFN DHI TM TR AGO SO DIN BLKB CSTR TQNT LOGM TEVA KMP ATVI KMR MTX BMS CASY OMG HOT MSI DNP ADVS DNR HITT FNFG ALV HNP DRH BUCY NWBI FAF CVC RPM PKG STD STE ORLY CYS PLT DAN NFG HAR LEN-B SEIC TEL XEL NIO HBANP HEP LLTC GEF-B FCY LEA LEN JCI ENI ENL PWE EOC SJR ELS SAN GVA EME MSCI NVLS BOKF UNF UNS TXRH NLY CIT EIX SPP EXC POT RWT CPB ETW CMS CMO USM WMT SLB NSR SLT UMPQ PEGA CTL RTN PCBC NUV EPR RUK ERF IPG SON NTT
cluster:   8  (2.84, 11.21, 0.43, 2.09) GDI BRY B R ASR JDSU BA AN BT OIS TWC AXP NI MDU EGN ENDP PRAA MEE WCN EAT KBR MCK LBTYB LBTYA BAX LH AAV KFT TU DLR KEX ACC ACN ABC BEE ADP CCMP CHKP VNO MHP MHK COST HRL BLL FNF DTV OMI MOLX FCE-A FCE-B MSA AMB BPO KRC QCOM DPL MPW DRC DRE LPNT BRE PFX PFE PHK HUGH DELL SUG PLD ACIW SIVB NGG NHP BIO-B CTAS DEO NCR FDO FDS ODFL LEG CHD LINTB LINTA USTR CLH WWW UNP CHT JW-A JW-B CNW SPG PNR CNO JDAS COV POR IFSIA WST IVC WSH RYN CNI GAME PSA SLE GSM WMB RRR NSC CSX MOLXA LRY PSO RAVN WOR CRK
cluster:   9  (7.02, 9.49, 0.42, 1.25) ARB ARE GES LKQX ASX LYV VSAT BRCD OB PVTB EXPE ECL MAC BBG FRX BCA BCE KEP BDN MMR TGA KOF KNM BMR DISCB TSM TSLA AMT HNZ TOL SYY HIT PHM JBL VGR BMRN ONNN SYKE SQM POL GMLP NVS WRE ESL SLH NVDA







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