[2017-DEC] NASDAQ B-type Correlation Histogram List

X axis : Stocks Price Correlation Coefficient

Y axis : Quantity of stocks

1,000 Day Parameter

2,926 NASDAQ Stocks Price

code	name
AAON	AAON, Inc.
ABCB	Ameris Bancorp
ABTX	Allegiance Bancshares, Inc.
ACGL	Arch Capital Group Ltd.
ACNB	ACNB Corporation
ADBE	Adobe Systems Incorporated
ADI	Analog Devices, Inc.
ADP	Automatic Data Processing, Inc.
AEIS	Advanced Energy Industries, Inc.
AGII	Argo Group International Holdings, Ltd.
ALGN	Align Technology, Inc.
AMNB	American National Bankshares, Inc.
AMRB	American River Bankshares
AMSF	AMERISAFE, Inc.
AMZN	Amazon.com, Inc.
ANCX	Access National Corporation
AQMS	Aqua Metals, Inc.
AROW	Arrow Financial Corporation
ARTNA	Artesian Resources Corporation
ATLO	Ames National Corporation
ATRI	Atrion Corporation
ATSG	Air Transport Services Group, Inc
ATVI	Activision Blizzard, Inc
AUBN	Auburn National Bancorporation, Inc.
AVGO	Broadcom Limited
AVXS	AveXis, Inc.
AXTI	AXT Inc
BANF	BancFirst Corporation
BDGE	Bridge Bancorp, Inc.
BEAT	BioTelemetry, Inc.
BFIN	BankFinancial Corporation
BGCP	BGC Partners, Inc.
BKMU	Bank Mutual Corporation
BLBD	Blue Bird Corporation
BLKB	Blackbaud, Inc.
BLMT	BSB Bancorp, Inc.
BMTC	Bryn Mawr Bank Corporation
BOCH	Bank of Commerce Holdings (CA)
BOTJ	Bank of the James Financial Group, Inc.
BRKL	Brookline Bancorp, Inc.
BSRR	Sierra Bancorp
BUSE	First Busey Corporation
CAC	Camden National Corporation
CASH	Meta Financial Group, Inc.
CATY	Cathay General Bancorp
CBF	Capital Bank Financial Corp.
CBFV	CB Financial Services, Inc.
CBOE	CBOE Holdings, Inc.
CBSH	Commerce Bancshares, Inc.
CDNS	Cadence Design Systems, Inc.
CDW	CDW Corporation
CENT	Central Garden & Pet Company
CENTA	Central Garden & Pet Company
CEVA	CEVA, Inc.
CFFN	Capitol Federal Financial, Inc.
CHCO	City Holding Company
CHFC	Chemical Financial Corporation
CHFN	Charter Financial Corp.
CHTR	Charter Communications, Inc.
CINF	Cincinnati Financial Corporation
CIVB	Civista Bancshares, Inc.
CIZN	Citizens Holding Company
CMCSA	Comcast Corporation
CME	CME Group Inc.
CNBKA	Century Bancorp, Inc.
CONE	CyrusOne Inc
CPRT	Copart, Inc.
CRUS	Cirrus Logic, Inc.
CSBK	Clifton Bancorp Inc.
CSFL	CenterState Banks, Inc.
CSJ	iShares 1-3 Year Credit Bond ETF
CTAS	Cintas Corporation
CTWS	Connecticut Water Service, Inc.
CUBN	Commerce Union Bancshares, Inc.
CUNB	CU Bancorp (CA)
CVCY	Central Valley Community Bancorp
CWBC	Community West Bancshares
CWST	Casella Waste Systems, Inc.
CZFC	Citizens First Corporation
CZWI	Citizens Community Bancorp, Inc.
DGRW	WisdomTree U.S. Quality Dividend Growth Fund
DSGX	The Descartes Systems Group Inc.
DVY	iShares Select Dividend ETF
EA	Electronic Arts Inc.
EBIX	Ebix, Inc.
EBMT	Eagle Bancorp Montana, Inc.
EBSB	Meridian Bancorp, Inc.
EBTC	Enterprise Bancorp Inc
EFSC	Enterprise Financial Services Corporation
EGBN	Eagle Bancorp, Inc.
ENTG	Entegris, Inc.
EQIX	Equinix, Inc.
ERI	Eldorado Resorts, Inc.
ERIE	Erie Indemnity Company
ESLT	Elbit Systems Ltd.
ESSA	ESSA Bancorp, Inc.
ESXB	Community Bankers Trust Corporation.
EXPO	Exponent, Inc.
FB	Facebook, Inc.
FBMS	The First Bancshares, Inc.
FBNC	First Bancorp
FBNK	First Connecticut Bancorp, Inc.
FCAP	First Capital, Inc.
FCBC	First Community Bancshares, Inc.
FCCO	First Community Corporation
FCCY	1st Constitution Bancorp (NJ)
FCNCA	First Citizens BancShares, Inc.
FDEF	First Defiance Financial Corp.
FFBC	First Financial Bancorp.
FFIC	Flushing Financial Corporation
FFKT	Farmers Capital Bank Corporation
FIBK	First Interstate BancSystem, Inc.
FISV	Fiserv, Inc.
FMBI	First Midwest Bancorp, Inc.
FMNB	Farmers National Banc Corp.
FNLC	First Bancorp, Inc (ME)
FRBA	First Bank
FRME	First Merchants Corporation
FSBC	FSB Bancorp, Inc.
FSBK	First South Bancorp Inc
FSBW	FS Bancorp, Inc.
FSFG	First Savings Financial Group, Inc.
FTSL	First Trust Senior Loan Fund ETF
FULT	Fulton Financial Corporation
GABC	German American Bancorp, Inc.
GAIN	Gladstone Investment Corporation
GBDC	Golub Capital BDC, Inc.
GBNK	Guaranty Bancorp
GCBC	Greene County Bancorp, Inc.
GENC	Gencor Industries Inc.
GFED	Guaranty Federal Bancshares, Inc.
GOODO	Gladstone Commercial Corporation
GOODP	Gladstone Commercial Corporation
HA	Hawaiian Holdings, Inc.
HAS	Hasbro, Inc.
HBNC	Horizon Bancorp (IN)
HCSG	Healthcare Services Group, Inc.
HFBL	Home Federal Bancorp, Inc. of Louisiana
HFWA	Heritage Financial Corporation
HIFS	Hingham Institution for Savings
HSKA	Heska Corporation
HTBK	Heritage Commerce Corp
HTHT	China Lodging Group, Limited
IART	Integra LifeSciences Holdings Corporation
IDCC	InterDigital, Inc.
IDXX	IDEXX Laboratories, Inc.
IESC	IES Holdings, Inc.
INDB	Independent Bank Corp.
INGN	Inogen, Inc
IPCC	Infinity Property and Casualty Corporation
IRCP	IRSA Propiedades Comerciales S.A.
IROQ	IF Bancorp, Inc.
ISTB	iShares Core 1-5 Year USD Bond ETF
IUSG	iShares Core S&P U.S. Growth ETF
JJSF	J & J Snack Foods Corp.
JKHY	Jack Henry & Associates, Inc.
JKI	iShares Morningstar Mid-Cap ETF
JXSB	Jacksonville Bancorp Inc.
KBWP	PowerShares KBW Property & Casualty Insurance Portfolio
KBWR	PowerShares KBW Regional Banking Portfolio
KINS	Kingstone Companies, Inc
KNSL	Kinsale Capital Group, Inc.
LAMR	Lamar Advertising Company
LANC	Lancaster Colony Corporation
LARK	Landmark Bancorp Inc.
LBAI	Lakeland Bancorp, Inc.
LFUS	Littelfuse, Inc.
LITE	Lumentum Holdings Inc.
LKFN	Lakeland Financial Corporation
LMAT	LeMaitre Vascular, Inc.
LOGI	Logitech International S.A.
LOGM	LogMein, Inc.
LOXO	Loxo Oncology, Inc.
LSBK	Lake Shore Bancorp, Inc.
MASI	Masimo Corporation
MBFI	MB Financial Inc.
MBTF	M B T Financial Corp
MBWM	Mercantile Bank Corporation
MCBC	Macatawa Bank Corporation
MCHP	Microchip Technology Incorporated
MFSF	MutualFirst Financial Inc.
MGEE	MGE Energy Inc.
MGPI	MGP Ingredients, Inc.
MGYR	Magyar Bancorp, Inc.
MIME	Mimecast Limited
MKSI	MKS Instruments, Inc.
MKTX	MarketAxess Holdings, Inc.
MLVF	Malvern Bancorp, Inc.
MMAC	MMA Capital Management, LLC
MPB	Mid Penn Bancorp
MPWR	Monolithic Power Systems, Inc.
MRCY	Mercury Systems Inc
MRUS	Merus N.V.
MSBF	MSB Financial Corp.
MSBI	Midland States Bancorp, Inc.
MSFG	MainSource Financial Group, Inc.
MSFT	Microsoft Corporation
MXIM	Maxim Integrated Products, Inc.
NAVG	The Navigators Group, Inc.
NBEV	New Age Beverages Corporation
NBTB	NBT Bancorp Inc.
NCBS	Nicolet Bankshares Inc.
NDAQ	Nasdaq, Inc.
NDSN	Nordson Corporation
NFBK	Northfield Bancorp, Inc.
NTES	NetEase, Inc.
NUVA	NuVasive, Inc.
NVDA	NVIDIA Corporation
NVEE	NV5 Global, Inc.
NWBI	Northwest Bancshares, Inc.
OCFC	OceanFirst Financial Corp.
OCLR	Oclaro, Inc.
OFLX	Omega Flex, Inc.
OFS	OFS Capital Corporation
OKSB	Southwest Bancorp, Inc.
OLBK	Old Line Bancshares, Inc.
OLLI	Ollie's Bargain Outlet Holdings, Inc.
ONEQ	Fidelity Nasdaq Composite Index Tracking Stock
OPOF	Old Point Financial Corporation
ORBK	Orbotech Ltd.
ORIT	Oritani Financial Corp.
ORRF	Orrstown Financial Services Inc
OTTW	Ottawa Bancorp, Inc.
PATK	Patrick Industries, Inc.
PAYX	Paychex, Inc.
PBBI	PB Bancorp, Inc.
PBHC	Pathfinder Bancorp, Inc.
PBIP	Prudential Bancorp, Inc.
PBSK	Poage Bankshares, Inc.
PCBK	Pacific Continental Corporation (Ore)
PEBK	Peoples Bancorp of North Carolina, Inc.
PEY	PowerShares High Yield Equity Dividend Achievers Portfolio
PFBC	Preferred Bank
PKBK	Parke Bancorp, Inc.
PLBC	Plumas Bancorp
PLCE	Children's Place, Inc. (The)
PLUS	ePlus inc.
PNFP	Pinnacle Financial Partners, Inc.
POOL	Pool Corporation
PPBI	Pacific Premier Bancorp Inc
PRMW	Primo Water Corporation
PSCC	PowerShares S&P SmallCap Consumer Staples Portfolio
PSCF	PowerShares S&P SmallCap Financials Portfolio
PSCT	PowerShares S&P SmallCap Information Technology Portfolio
PSCU	PowerShares S&P SmallCap Utilities Portfolio
PSTB	Park Sterling Corporation
QABA	First Trust NASDAQ ABA Community Bank Index Fund
QCRH	QCR Holdings, Inc.
QQQ	PowerShares QQQ Trust, Series 1
QTEC	First Trust NASDAQ-100- Technology Index Fund
RBCAA	Republic Bancorp, Inc.
RMR	The RMR Group Inc.
ROCK	Gibraltar Industries, Inc.
RVSB	Riverview Bancorp Inc
SAFT	Safety Insurance Group, Inc.
SASR	Sandy Spring Bancorp, Inc.
SBBX	Sussex Bancorp
SBFG	SB Financial Group, Inc.
SFBC	Sound Financial Bancorp, Inc.
SFST	Southern First Bancshares, Inc.
SGBK	Stonegate Bank
SHBI	Shore Bancshares Inc
SHV	iShares Short Treasury Bond ETF
SIGI	Selective Insurance Group, Inc.
SIVBO	SVB Financial Group
SKYW	SkyWest, Inc.
SKYY	First Trust Cloud Computing ETF
SMMF	Summit Financial Group, Inc.
SNPS	Synopsys, Inc.
SONA	Southern National Bancorp of Virginia, Inc.
SOXX	iShares PHLX SOX Semiconductor Sector Index Fund
SRCE	1st Source Corporation
SSFN	Stewardship Financial Corp
STBZ	State Bank Financial Corporation.
STLD	Steel Dynamics, Inc.
SUPN	Supernus Pharmaceuticals, Inc.
SVBI	Severn Bancorp Inc
SYBT	Stock Yards Bancorp, Inc.
TBNK	Territorial Bancorp Inc.
TCPC	TCP Capital Corp.
THFF	First Financial Corporation Indiana
TMUS	T-Mobile US, Inc.
TOWN	Towne Bank
TRCB	Two River Bancorp
TSBK	Timberland Bancorp, Inc.
TSRO	TESARO, Inc.
TTEK	Tetra Tech, Inc.
TTWO	Take-Two Interactive Software, Inc.
TXN	Texas Instruments Incorporated
UBCP	United Bancorp, Inc.
UBOH	United Bancshares, Inc.
UBSH	Union Bankshares Corporation
UCBA	United Community Bancorp
UFCS	United Fire Group, Inc
ULTA	Ulta Beauty, Inc.
UNB	Union Bankshares, Inc.
UNTY	Unity Bancorp, Inc.
UVSP	Univest Corporation of Pennsylvania
VONE	Vanguard Russell 1000 ETF
VONG	Vanguard Russell 1000 Growth ETF
VTHR	Vanguard Russell 3000 ETF
WAFD	Washington Federal, Inc.
WASH	Washington Trust Bancorp, Inc.
WBB	Westbury Bancorp, Inc.
WCFB	WCF Bancorp, Inc.
WEBK	Wellesley Bancorp, Inc.
WFBI	WashingtonFirst Bankshares Inc
WINA	Winmark Corporation
WOOF	VCA Inc.
WSBF	Waterstone Financial, Inc.
WSFS	WSFS Financial Corporation
WTBA	West Bancorporation
WTFC	Wintrust Financial Corporation
WWD	Woodward, Inc.
YORW	The York Water Company

Correlation Histogram Type Description

1. Zero Correlation Histogram

- The stock pair is concentrated in the correlation coefficient zero.

- Case the diversification, Zero type will Overweight of the portfolio.

- And, Zero type are often low volatility.

2. Type A Correlation Histogram

- The stock pair is concentrated in the plus high correlation coefficient and minus high correlation coefficient.

- The A type will underweight of the portfolio.

- This is not a normal distribution.

3. Type B Correlation Histogram

- The stock pair is concentrated in the plus high correlation coefficient.

- The B type will underweight of the portfolio.

- This is not a normal distribution.

4. Type C Correlation Histogram

- The stock pair is concentrated in the minus high correlation coefficient.

- The C type will underweight of the portfolio.

- This is not a normal distribution.

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