algoservice.com suggestions

algoservice.com breakout finder

*************************** 1. row ***************************
symbol: CCRT
cid: 6
cnumber: 0
cscore: 182
lastupdate: 2011-08-14 00:00:00
avg(cscore): 182.0000
count(t.symbol): 6
pct: 2.2526667
*************************** 2. row ***************************
symbol: ABAT
cid: 6
cnumber: 0
cscore: 182
lastupdate: 2011-08-14 00:00:00
avg(cscore): 182.0000
count(t.symbol): 4
pct: 6.5792500
*************************** 3. row ***************************
symbol: KINS
cid: 6
cnumber: 0
cscore: 182
lastupdate: 2011-08-14 00:00:00
avg(cscore): 182.0000
count(t.symbol): 2
pct: 1.5710000
*************************** 4. row ***************************
symbol: RL
cid: 6
cnumber: 1
cscore: 35
lastupdate: 2011-08-14 00:00:00
avg(cscore): 35.0000
count(t.symbol): 9
pct: 0.3611111
*************************** 5. row ***************************
symbol: HOKU
cid: 6
cnumber: 1
cscore: 35
lastupdate: 2011-08-14 00:00:00
avg(cscore): 35.0000
count(t.symbol): 5
pct: 0.5640000
*************************** 6. row ***************************
symbol: CF
cid: 6
cnumber: 1
cscore: 35
lastupdate: 2011-08-14 00:00:00
avg(cscore): 35.0000
count(t.symbol): 3
pct: 0.0446667
*************************** 7. row ***************************
symbol: NOIZ
cid: 6
cnumber: 1
cscore: 35
lastupdate: 2011-08-14 00:00:00
avg(cscore): 35.0000
count(t.symbol): 13
pct: 0.1062308
*************************** 8. row ***************************
symbol: CLRO
cid: 6
cnumber: 1
cscore: 35
lastupdate: 2011-08-14 00:00:00
avg(cscore): 35.0000
count(t.symbol): 3
pct: 2.4653333

algoservice.com K-means clustering using exchange method

algoservice.com cluster analysis

 description=MANY SYMBOLS

skipp negative s

skipp negative p2



NYSE+NASDAQ marketcap>=10.0 mio USD OPTION=+ONLY
########MATRIX########



K-means clustering using exchange method

matrix:6

Symbol

ChangePercent

PctChgFrom50-dayMovingAvg

Volume

MarketCapitalization

######################

CPU time=918 ms

Data had dimension: 4  with number of rows: 330

Number of final clusters=10

Compactness=13248.970758582902



Cluster-center and  Cluster symbols:

cluster:   0  (10.71, 18.14, 575159.50, 0.00) LPHI AERG AERL STAA WUHN FUEL VRNM ABAT NGSX AHCI CNYD BXG TSTF DTLK MITL AUTH AG BWOW SFN DYII KINS ATHN MDS GRAN CHRM KGJI SNFCA ACFN IDCC MAKO KNDI CYAN TBOW NOIZ

cluster:   1  (3.96, 9.58, 1174368.73, 0.00) IOC OBCI SONE ZNH FCFS GPIC ECGI FSBK MHP CF CHMP SIMO RTIX LMNX MCHX RGR VRUS CADC LPTH CGNX VIFL ARNA TESS EDGW DHRM HK HOKU CLUB AKRX TNH QCOR REXX RFIL

cluster:   2  (3.64, 5.07, 544674.91, 0.00) CLWT NAUH GA CEA PHMD CRTX RL EBTC CFFI FCFC APSA EEI PESI PWER ZSTN TSON GOLD LACO EXK ASRV BSPM AWRE QADA CELL MCI CSR CTC XATA JAZZ DECK IKNX QLTY PLNR

cluster:   3  (2.02, 4.52, 568285.82, 0.00) RGCO RADS GGAL CHYR UL FIZZ SPNS HEOP MFNC POPE HRBN OBAS MOCO TYG MKTX AETI CBOU NLC MFI NWK COG PGTI PATK LGND SRT ZAGG GROW QNST SKX ELON NAII DITC RDA

cluster:   4  (1.56, 3.39, 449299.58, 0.00) HBCP NHTB LGF TMM TRLG PTSI STON ININ PLUS FFDF ANGN RSYS FSRV MOFG LXK CNS GBNK EDU SOHU PEET BRFS BLUD BNY SDBT MKTAY OMCL KCI MQT IQM GPRC OUTD SPRD GCA

cluster:   5  (1.26, 2.44, 786671.85, 0.00) PGC SANW TMX EPB JCDA SJT UBCP HBNC PAAS BIRT AFFM NMO VOD BJZ AMNB EXLS NBBC CIMT TDY APFC NIO BIDU AMN ECBE FDI FTLK DCM SMBC CLCT KNSY VHI DATE NRIM

cluster:   6  (1.17, 1.42, 537264.09, 0.00) UNTY GLDC MPB NNC BRT IMS NNY ULBI NQI MLAB FBIZ JXSB NAC BFZ MYC IIC CYS TTF JCOM NXC NI PEBO OVBC PAI AKP MNRK MEN ADLR NOVB SLW MQY IRE NUS

cluster:   7  (0.87, 1.08, 912253.70, 0.00) AAC BBK AFSI IMT IMF NQC MBND ACE AAPL TI-A NPP PZC TJX BFK AEA MMUS AACC MNTG PNF RELL SERV MUI PCQ PROV DPZ INFN NUC NTX NWFL IQC FPT ICS EHTH

cluster:   8  (0.34, 0.83, 500022.06, 0.00) OBAF GCBC NNF CHD MNE CVI NLCI CMLS MMP KED OLBK NPY CGEN PEOP NMI MGEE CHL BJ NBTF HBOS AUBN OVLY SGC CNK DTF PTIE MFLR CMFB NEWT DGICB MCD TAC VGR

cluster:   9  (0.12, 0.27, 4484827.06, 0.00) LFT PIA ACG UNAM MCBC MLR VPV FCZA DGW TLVT SMIT CHK NLY NFSB CNU LZ VTJ DRU CSCO NGT FPIC NECB CFSG LEDR ANNB UBPSU MAV NSM CBIN UTA WATG KEYP