【2021/06/19】ぶるいぬRS

はじめに

ミネルヴィニ式のトレードにおいて、銘柄のフィルタリングに必要不可欠ともいえるレラティブストレングスを計算します。Investor’s Business Dailyで公開されているRelative Strengthと似た(?)方法で計算しています。毎週日曜日の公開を予定しています。できれば。

レラティブストレングスそのものでもないですし、一旦仮に「ぶるいぬRS」と呼ぶことにします。

計算方法等は以下の記事を参照ください。

過去記事:レラティブストレングス(RS)を無料で計算する方法

過去記事:【成長株投資】レラティブストレングスをYahoo financeを活用して自前で計算する方法

ミネルヴィニの成長株投資法

注意点

・TradingViewのスクリーニング機能から取得した、米国株式約5000銘柄を母集団として計算しました。(2021/06/19より、預託証券も対象に追加しました)

・いくつか本家のRSと見比べましたが、完全に一致はしません。±8程度のずれは結構見かけます。

・上場以来1年以下の銘柄は除外されています。

計算対象の日時

2021-06-19 2021-03-19 2020-12-19 2020-09-19 2020-06-19

宣伝

トレード成績の管理・分析用ソフトウェアをリリースしました。売買の記録を入力すると、自動でトレード単位にまとめて、成績を自動計算するソフトです。以下からご利用ください。

商品紹介ページ: Samurai Trade

Microsoft Store:Samurai Trade

計算結果

TickerRS
OAS99
FRST99
ZIVO99
DTST99
ALPP99
GTII99
ASDN99
PDS99
CAPC99
GBOX99
GME99
OCGN99
TRCH99
ANVS99
CWSFF99
MODD99
MARA99
SAVA99
AMC99
VTNR99
CTRM99
ABML99
FMCXF99
BNGO99
TKAT99
WLL99
DXLG99
UGRO99
KOSS99
LWLG99
BMIX99
PEMIF99
DAC99
MOXC99
NTZ99
MVIS99
AMTX99
ZDGE99
RIOT99
KTEL99
SUNW99
ESEA99
SENS99
LEDS99
CRSS99
INTI99
CVUEF99
EMPR99
ALTD99
BLNK99
FLES98
INTV98
OBELF98
EDRY98
FLMMF98
ACRS98
BGFV98
INVU98
MITI98
CBULF98
PDSB98
GSM98
TTI98
HLLPF98
ZOM98
HLYK98
IPOOF98
PLL98
ESKYF98
PSHG98
SBOW98
IAIC98
CDEV98
MKTY98
LIVE98
ASXC98
GTBP98
SM98
JILL98
REPX98
LLKKF98
HVBTF98
UAN98
HYRE98
GEVO98
CVAT98
GGTTF98
FINV98
BBW98
NSRCD98
DMEHF98
PFMT98
KOPN98
DMGGF98
PKKFF98
EYES98
UUU98
AMYZF98
XXII98
LEAT98
CGMLF97
FUTU97
MRMD97
XYF97
PRTA97
TIGR97
ORRCF97
ATY97
DBCCF97
CPE97
COPHF97
STIM97
HMENF97
CTSDF97
AIMLF97
THRY97
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UXIN97
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FGF89
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OTLK89
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AQMS89
BKEP89
CNR89
CHALF89
DCP89
BB89
PBPB89
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FCEL89
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CLGN89
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FRHC89
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FUV88
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PVAC87
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AEO87
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UEC87
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TFII87
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TROX87
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ZLAB79
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MBIN79
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DRNA79
KBSF79
NGTF79
CBNK79
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OVTZ79
ADS79
PBF79
ASML79
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WK79
DISCB79
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SCHL70
PRAH70
HRZN70
MIDD70
BBGI70
MHK70
JCI70
FFIC70
NRP70
DBD70
CSV70
BECN70
AXGN70
AGCO70
MOS70
CWBC70
ALTG70
CAMP70
HCA70
COOP70
JBL70
MRCC70
SSP70
WBK70
TEX70
ITI70
BCYC70
PCOM70
EDN70
RHI70
TWST70
HAYN70
BKUCF70
CRTX70
ABEV70
RYAM70
DOCU70
ECOM70
AHOTF70
LIVN70
GEF70
TS70
KGFHY70
XBIO70
GHC70
CPF70
CULP70
BBRRF70
SUN70
OPOF69
WPP69
MYMMF69
ISIG69
SWCH69
AVYA69
APOP69
HHR69
HA69
PAGP69
TMDI69
LOMA69
EXP69
PRCH69
PPD69
IMBI69
SHYF69
HCAT69
ISBC69
LEVI69
BKU69
EMYB69
WRAP69
MD69
SNMP69
WETF69
PYPL69
ALB69
RJF69
IMOS69
CNOB69
VABK69
BOMN69
FBNC69
ARPO69
LPG69
EML69
SASR69
ATRO69
VMI69
ATCMF69
EWBC69
CURLF69
FBIZ69
MAN69
FITB69
MXL69
MUX69
KT69
BTTR69
LX68
BOSC68
CINF68
AB68
FLWS68
SAR68
BSBR68
DVD68
FPH68
RAPT68
GKOS68
CCAP68
RDI68
PFBC68
NWS68
RZLT68
ADES68
QADA68
KB68
WST68
CUK68
FFNW68
IBN68
BPMP68
MRNS68
KIDS68
MRC68
RBNC68
STRL68
SPFI68
AIH68
PATI68
PKTX68
DCOM68
WDC68
WSC68
WSM68
CHNG68
PKOH68
VBLT68
TAC68
USAK68
DPDW68
FSK68
PCB68
DNMR68
IMAX68
CIDM68
ICLK68
BPY68
AMBA67
FCF67
MBI67
BRBR67
CMA67
SDPI67
KNOP67
BG67
YRD67
CCEP67
REKR67
FHN67
EFX67
PTR67
EXPE67
OSW67
ARCB67
MTD67
UPS67
PAA67
FC67
LEVL67
NVGLF67
WBS67
VLY67
GMS67
SUPN67
AIR67
ACTG67
NDAQ67
LKQ67
FRPT67
LAZR67
MGYR67
CTLP67
NBIO67
CMTV67
FSUMF67
PBR67
HESM67
CFG67
MANH67
ATER67
SU67
APTV67
GE67
VIST67
OPCH67
ARHH67
RFIL67
GPI67
NCLH66
SCM66
DAN66
CGBD66
XPO66
DIN66
XOM66
CATC66
MNDO66
NFE66
BSVN66
PAHC66
BCS66
WFC66
HVBC66
AVNT66
GAIN66
A66
HTGC66
MNSB66
FSBW66
KPZIF66
TSM66
ROG66
BIG66
PAM66
AUMN66
CBAN66
HFBL66
FBMS66
LGIH66
ACMR66
SWTX66
GDP66
DVAX66
AXP66
NVT66
TT66
HONE66
NBN66
ALXN66
CIVB66
AER66
UVSP66
BCOR66
BRFS66
TMDX66
ALVOF66
FRC66
PLYA66
AFI65
ARD65
R65
KBR65
USAC65
SFNC65
CRVL65
NRIM65
GLAD65
SMBK65
CRLBF65
JEF65
PFLT65
YELP65
ARCO65
VRNS65
UNTY65
FSV65
HZO65
CSTL65
CATM65
ZEN65
FETM65
HBCP65
QRTEB65
BWB65
TRMB65
MFGP65
ISTR65
CRNT65
GIFI65
CXXIF65
PARR65
NTWK65
HHC65
CCL65
TEDU65
WHG65
AXNX65
ADT65
HZNP65
TRVG65
MHO65
NOAH65
SF65
WTRE65
IP65
PLIN65
NTIP65
LBUY65
XONE64
SXT64
AMTB64
AISSF64
CRNX64
SMHI64
SBH64
KINS64
SPNE64
BLK64
INUV64
UMBF64
BNPQF64
MSCI64
LBAI64
UA64
HOPE64
MTSI64
ONCT64
MFON64
NWHM64
TD64
FDVA64
CARE64
MLHR64
URI64
APA64
DE64
IMKTA64
SABR64
NICK64
ZUO64
IINX64
AMBZ64
SIX64
PXD64
COP64
MXIM64
EXPD64
KLAC64
MNBP64
HBMD64
HIFS64
ASYS64
ELYS64
PDCO64
GBX64
EBTC64
FIVN64
TOWN64
MRBK63
TENX63
SGH63
JKS63
SYNH63
GTH63
NIU63
FSUGY63
OZK63
HEXO63
UAA63
AREC63
FSI63
BYFC63
PFIN63
TEAM63
TROW63
CCNC63
VIRC63
DWSN63
NIOBF63
LPLA63
MAT63
EYPT63
PHX63
MGPI63
AFBI63
FRPH63
AIMC63
RMBS63
PNC63
UTHR63
NWL63
LMNX63
GTN63
RBKB63
PANW63
VG63
FTI63
ARLO63
RAVN63
OFG63
EPSN63
SAVE63
BOOM63
BNPQY63
MLLOF63
PRU63
MC63
AXL63
PVH62
FCCY62
MRVL62
PBA62
MATW62
IPAR62
ACDVF62
DLHC62
WW62
WIRE62
TPVG62
SKX62
ESTC62
IIIN62
CNK62
TUSK62
JWN62
BAC62
RMCF62
ICAD62
BCOW62
JMSB62
WRK62
TLC62
GRA62
AMP62
MICR62
KRA62
AWI62
CTS62
NVEE62
MEI62
JVA62
ESCA62
BRKL62
SOLO62
NLOK62
WTFC62
ATCO62
LLY62
CF62
BMTC62
BABB62
CPHC62
ITMSF62
RY62
ICMB62
ORN62
LYFT62
LINC62
BNS61
CMC61
KRTX61
OBLG61
TK61
UI61
CFB61
PLG61
WSFS61
LILAK61
FEYE61
AG61
FLURF61
TER61
BHVN61
NFBK61
WTBA61
FDX61
HSC61
SIMO61
ISRG61
LNC61
PD61
PI61
ALTR61
OSK61
ENSG61
KTRA61
OCSL61
EPC61
AOTVF61
OC61
ON61
MSN61
MTX61
SSTI61
ALT61
UNVR61
AMSWA61
FHB61
WSBC61
JCS61
CERC61
CLDR61
GPFT61
RMD61
MACK61
CBT61
HROW61
IGIC61
NTUS61
TECK60
GPX60
AIG60
CFBK60
RBBN60
FRG60
NGS60
TWLO60
ARCH60
CENTA60
PAG60
PBH60
FNLC60
NCMI60
HGSH60
DT60
MIXT60
BEN60
WTS60
UCBI60
PKBK60
FNB60
PNR60
CMTL60
WH60
AVAV60
TCFC60
SYX60
NSSC60
JSAIY60
RNST60
RUN60
CVLY60
COHN60
RXN60
UGI60
VJET60
NLSN60
CVCY60
TREX60
UMPQ60
NXPI60
XENE60
GMED60
KEY60
ALRS60
TRT60
INFO60
MRUS60
VLO60
PPG59
JACK59
DOOO59
LH59
CHMG59
SYNL59
SGRP59
SHG59
UNM59
PFBI59
MCHX59
CSL59
WKHS59
CENT59
ELVT59
BJRI59
LTBR59
ESYJY59
HTBK59
RMNI59
LYV59
NTCO59
BCSF59
ITUB59
FMBH59
TW59
PAR59
MLI59
IDCC59
PEYE59
ABG59
XYL59
PTC59
RF59
BOX59
HPQ59
BATL59
GRMN59
FMNB59
NEPH59
VAC59
NTR59
GTES59
CODI59
AEIS59
PBCT59
LUNA59
DSKE59
USAP59
MCRI59
EW58
COHU58
CARS58
TOL58
CNNB58
TAP58
SOHU58
FUL58
ACLS58
EFSC58
BHC58
FCBC58
SAIA58
AES58
AGM58
FSFG58
BDC58
STC58
FHI58
IBTX58
FWRD58
LUMN58
ALNY58
KNWN58
INBK58
BFST58
WMB58
VERI58
IGC58
APG58
ADMT58
BBAR58
FPAY58
LXFR58
CSPI58
USFD58
AIN58
FFIN58
EEX58
LINX58
NXST58
SPKE58
BPTH58
MNTX58
TCPC58
GWRS58
RS58
TPIC58
MSI58
PAGS58
MSMGF57
MORN57
FVCB57
HOFT57
ALKS57
DTIL57
SPB57
GRPN57
MBLU57
BUDZ57
MTN57
HAL57
DXF57
EPD57
LNN57
EQT57
DHIL57
OMC57
CRSP57
BAM57
INTG57
APOG57
ABB57
HIL57
TCBI57
DEO57
WASH57
MET57
INSP57
APM57
AZZUF57
SBSW57
MAIN57
LILA57
TGNA57
NOK57
BCTX57
NX57
STN57
HBNC57
KULR57
NS57
TSBK57
NGLOY57
NSYS57
CRMZ57
OSBC57
MLM57
HMNF57
MATX57
ALK56
VNE56
SXI56
VRRM56
NARI56
DXPE56
CZNC56
OTIS56
MTCH56
CSTE56
ILMN56
CSIQ56
KEYS56
CREX56
LZRFY56
OR56
BWMG56
SBSI56
HY56
HIG56
EB56
AYRO56
PFG56
BCC56
QCRH56
LPSN56
RETO56
ARES56
LAD56
CDW56
WLKP56
PFC56
FB56
ACST56
SOS56
HEES56
ETN56
PKI56
PTON56
OPRT56
ADBE56
EVOL56
AAWW56
SHBI56
DECK56
GBLX56
KLR56
CRWS56
CAC56
WORK56
L56
DHI55
KAI55
CDZI55
BUD55
DRI55
ARW55
PEN55
SBCF55
ACM55
ARGO55
SWIR55
FMBI55
SNA55
ITRI55
MTG55
GOL55
CLH55
DHR55
CATY55
OCC55
XPL55
DVA55
BPRN55
SRTS55
MLVF55
ONCY55
IFNNF55
LEGN55
IAC55
JPM55
FRME55
FMBL55
CSOD55
J55
ELF55
RBCAA55
MKSI55
ODFL55
DBX55
GMAB55
FDP55
PII55
BBIO55
MGHCF55
CR55
STBA55
INXSF55
TWTR55
JBSAY55
LMRK55
ENB54
STRO54
LTRX54
BGNE54
ORCL54
GOLF54
BC54
CPSS54
CPHI54
NEP54
PIRS54
IPCIF54
SFM54
EAF54
TPH54
FXNC54
ICFI54
ZYNE54
DAKT54
KRRGF54
REGI54
EMN54
NWYF54
AAL54
HXL54
ALYA54
KMI54
SMAR54
MCO54
CRK54
TXRH54
AKZOY54
HDB54
ADM54
VTOL54
CWK54
WLK54
NSTG54
ATEN54
RTX54
TCBK54
TRUE54
GENE54
HOMB54
FMX54
USB54
UBCP54
ULTA54
FGBI54
GRCAF54
SAIL53
BCBP53
WHF53
SJI53
SVVC53
TSLX53
REX53
HGEN53
BLKB53
ADMS53
BCML53
BBD53
JOSMF53
BBDC53
DESP53
SPWH53
SLGL53
KELYA53
RGR53
HQY53
RLGT53
MMP53
PM53
BLDR53
SSB53
VIOT53
CVS53
NJR53
PHM53
EMR53
LEN53
VISL53
WSO53
HALO53
TRI53
UTL53
FN53
HTLF53
TPHS53
SP53
MYE53
EIG53
PRA53
ASR53
CPK53
OCBI53
USLM53
EQS53
PHCF53
FULT53
ABTX52
CFR52
MERC52
NGVT52
NVFY52
VGZ52
ARKR52
BCO52
MPWR52
SGC52
TKR52
LTRPA52
TATT52
AMNB52
GALT52
TM52
DSSI52
ECPG52
SNPS52
CPS52
BANR52
MTRN52
EL52
XPER52
BFIN52
IRMD52
GVP52
KRNY52
HPE52
PODD52
AUTO52
ANTM52
CPRT52
ABST52
JAZZ52
SGLB52
UFPT52
HLT52
PDLB52
GLNG52
ANAB52
PRIM52
GRBK52
CNP52
NJMC52
CYLYF52
CE52
THRM52
WF52
FIVE52
IFMK51
ELAN51
NETE51
AUNFF51
HCSG51
DPZ51
PED51
DK51
MHTX51
PZZA51
TCMD51
BURL51
OEC51
TMQ51
PCSB51
GSHD51
OPBK51
RVSB51
APO51
ELTK51
CCOI51
CYBE51
TGP51
ITT51
ZI51
LIND51
RCKT51
IBCP51
HNI51
ZTS51
CAPL51
DNOW51
VCRA51
JBT51
ADI51
CRH51
MSFT51
CANN51
PLPC51
EQH51
TRU51
TMUS51
AUB51
NSP51
CNST51
SBGI51
HALL51
VIAV51
ZION51
TXN51
AVCT50
MMMB50
RGEN50
GFL50
KCLI50
SUPV50
NXTD50
AFL50
MMSI50
BHF50
DLB50
HBM50
FUNC50
BKR50
GIB50
NFH50
IART50
SYBT50
CBZ50
MAKSY50
OSIIF50
AP50
LIVX50
MTA50
IRDM50
WWE50
PLBC50
ESQ50
CIG50
FCFS50
IFNNY50
ZUMZ50
MCBS50
TREC50
CAT50
BERY50
NXEN50
PEGA50
MDWD50
VOXX50
CDE50
LMST50
IIN50
ROAD50
NRGOF50
MDU50
HMST50
HBT50
ARAY50
NTRS50
INFN50
UEPS49
LEGH49
ALLE49
HLI49
BOKF49
AXAHY49
AME49
UHAL49
WHR49
ASB49
REPL49
KEP49
CRMT49
KE49
PRK49
GLDD49
VEEV49
BLRX49
FNWB49
NTB49
CNA49
SAMG49
BUSE49
CAAS49
CDLX49
AJG49
DOV49
XRAY49
AJRD49
GNTY49
NOVA49
JRSH49
ITIC49
AEG49
PRO49
PBTHF49
TCI49
MOFG49
ICD49
KELYB49
PAC49
TEL49
FIZZ49
SANM49
MPB49
FNF49
BIPC49
QMCO49
MMYT49
HCHC49
FSEA48
UFPI48
RL48
EYE48
SANW48
EXAS48
CSWI48
AMS48
SIGI48
PSX48
ESBK48
CPSI48
FLS48
ISBA48
AIZ48
BGS48
AY48
AVT48
SGMA48
SLAB48
EZPW48
AZZ48
GBCI48
RDN48
MMI48
CFX48
DB48
SEDG48
ALL48
EBIX48
EBAY48
LIACF48
MSEX48
CBTX48
GPC48
SGU48
TRP48
FLEX48
IIVI48
SWKH48
XTNT48
ETSY48
SIBN48
FNAM48
SOGO48
TTC48
CYCC48
LOV48
FDMSF48
FCCO48
CTVA47
NUVR47
FRGI47
BANC47
CVLG47
WNEB47
QRVO47
VBIV47
RTLR47
WM47
FLIC47
CNS47
IMBBY47
TDG47
UBSI47
PETQ47
JJSF47
TU47
HHLKF47
MOH47
KHC47
CHH47
GNW47
HSTM47
HLIT47
GLRE47
TWNK47
EYEN47
BK47
NVO47
ASM47
BKSC47
EVTC47
HPK47
MELI47
GWW47
STNE47
AROW47
DENN47
ALV47
ICLR47
WTTR47
KITL47
CCHWF47
CTIC47
E47
AGE47
KR47
WCN47
CWH47
UBS46
SHW46
CTLT46
MBWM46
LUV46
CCU46
TFSL46
IBOC46
FLOW46
NODK46
VIR46
UHS46
FAF46
BCPC46
DYNT46
MCY46
USNA46
NUS46
MCHP46
BANF46
SITE46
VFF46
LII46
GGAL46
BBU46
RDWR46
MDC46
RIO46
BP46
ITGR46
KNBIF46
AAPL46
FBAK46
BONXF46
AAP46
SRCE46
ADP46
CHWY46
HII46
WYNN46
AVGO46
YUMC46
EQNR46
UAL46
HSBC46
DOW46
BWA46
KVHI46
VPG46
MMS46
NVR45
LEA45
MGRC45
CLPS45
LAWS45
LECO45
ALEC45
CMCSA45
CJCFF45
ASRV45
MTL45
DMAC45
WBA45
ESGR45
CCK45
NFG45
TACO45
EGHT45
DIOD45
FFWM45
HLNE45
HBI45
HSY45
GLOB45
PAYX45
NC45
LAZ45
PCYO45
COST45
KTOS45
SBUX45
AUGG45
AIT45
BJ45
USX45
AFYA45
KEQU45
AMZN45
ATRS45
PLAB45
BLGO45
SYK45
LOW45
AIKI45
RVP45
LMNR45
LNLHF45
ZNTL45
LYB45
ROLL45
FCN45
SYN44
C44
GCAN44
RCM44
FND44
DDOG44
GRVY44
BANX44
RCL44
RCI44
CNUCF44
DGII44
AEL44
DMRC44
CQP44
CCRC44
FBHS44
FMCB44
WNS44
PLRTF44
CTEK44
LEG44
ABVC44
CP44
GSBD44
GBDC44
MGTA44
MIME44
WOR44
PPIH44
SAL44
ABBV44
ARGX44
PKKW44
TDY44
HCKT44
SRI44
AXTA44
RMBI44
NSC44
WWD44
BBSI44
CBOE44
GOOS44
MBII44
SCI44
YNDX44
OTTR44
NGG44
DSGX44
APAM43
NHTC43
NEXA43
IHG43
EVA43
MMC43
PTSI43
ORLY43
AEHR43
ULBI43
FELE43
BRP43
NNI43
MPAA43
MMNFF43
MU43
PQG43
TSCO43
DOGZ43
EAT43
SILC43
NOC43
BCE43
GD43
RAD43
GATX43
BMI43
CSCO43
NATH43
UBFO43
AOS43
CARV43
NEWR43
DD43
CRI43
MFC43
IBP43
SINO43
HEINY43
RDY43
HSIC43
SEB43
IHC43
IBM43
GLBZ43
DISH43
RETA43
BRO43
WTER43
TRTN43
POWI42
SRDX42
MWA42
NOMD42
LHX42
SLF42
CBU42
NOV42
MTB42
RGP42
NVEC42
EEFT42
PEBO42
LONCF42
BIO42
MINM42
KOF42
RNWK42
ALGT42
MGLN42
ACIW42
THG42
USAU42
CDNS42
LBC42
SPGI42
ENS42
MSM42
ACN42
BSQR42
HWKN42
LEMIF42
PKE42
ASGN42
IPDN42
FREE42
TA42
H42
VMC42
HRC42
ROK42
XLNX42
DRQ42
RUSHB42
OVLY42
CVX42
WSBF42
WVFC42
TIGO42
INFU42
NWBI41
GFF41
BFFAF41
FOXA41
CGRN41
LSBK41
MAR41
CACC41
RSG41
CYBR41
DAL41
PROV41
HI41
AROC41
FUN41
IFF41
FLDM41
HTHT41
VC41
TGTX41
SAM41
BSX41
EQ41
PFGC41
PDEX41
KOP41
DHT41
KEX41
TENB41
CAJ41
PFIS41
FTK41
NKSH41
DUK41
LIN41
GSBC41
DXCM41
AMD41
DOOR41
AZN41
HON41
ARTW41
NOW41
PEBK41
CME41
VSAT41
RYAAY41
WTM41
AMX41
SWK41
UTZ40
BDR40
SRRA40
ALRM40
SPXC40
SON40
BBL40
Y40
CNET40
YUM40
WAFD40
IEX40
RESN40
RYB40
CWT40
SHAK40
NUVA40
PH40
IMH40
FRAF40
ANIX40
LYBC40
HUBB40
XRX40
BEP40
ALSK40
RDIB40
FFIV40
GPRK40
DOX40
SAFM40
CNC40
NAV40
BIP40
AWK40
CI40
FBC40
PSMT40
FSS40
EBMT40
HE40
TMO40
PBFS40
WLDN40
TAYD40
Z40
JNPR40
ST40
BKH40
ZG40
BR39
DCI39
IEP39
DJCO39
EMCF39
AMOV39
BOH39
SJM39
SPPI39
FTS39
FE39
HOLI39
TEF39
NVGS39
DCO39
MPX39
KISB39
SHI39
IBA39
SMMF39
NBHC39
HARL39
LAUR39
CTUY39
RMR39
AUDC39
PRTK39
BBDO39
AVLR39
QCOM39
TFC39
MUFG39
AMOT39
PROS39
TYL39
GGG39
LSTR39
NEOG39
SRNE39
COLB39
PSNL39
TWOU39
CMPR39
TPB39
ZM39
JCTCF39
JG39
EXC39
TAOP39
NINE39
MNRO39
STRM38
SR38
DTEGY38
POR38
NTES38
JBLU38
DTEGF38
JOUT38
PDD38
BHP38
CSX38
EVRG38
CRM38
PFE38
ABMD38
CCNE38
KW38
NDVAF38
IRS38
ALRT38
WSTG38
BHE38
PUK38
HEI38
WING38
AGR38
CXBMF38
CPA38
AZO38
HFC38
REED38
STE38
APH38
POWL38
HGTXU38
POST38
BNR38
TTMI38
GCBC38
FORR38
MANT38
PRGS38
ARVL38
UVV38
MPLN38
FFBW38
CGNX38
MSVB38
SKLZ38
WFCF38
AIHS37
ISR37
IR37
MSA37
BKNG37
BTRS37
HNGR37
SBT37
ENLV37
VSH37
MDT37
AWRE37
AMHPF37
TDS37
LBTYK37
CMCO37
TRMD37
SWKS37
BSRR37
TSEM37
BA37
HD37
CREE37
HNNA37
AWH37
SMIT37
LKFN37
TRHC37
WEYS37
KDP37
OSIS37
HMC37
CRON37
FLR37
MDLA37
RELX37
LNT37
FNV37
AMAL37
GLW37
TMP37
CSPR37
NGD37
LRN37
CW37
DCNNF37
FOX37
FRO37
CYD37
FAST37
YI36
LIZI36
KRYS36
CVV36
ATUS36
HUBG36
CHTR36
SCPL36
BV36
BSAC36
CVR36
FSR36
PFHD36
IX36
ALE36
ATLO36
GDDY36
SPSC36
LARK36
KFFB36
MICT36
IMGN36
OKTA36
MBUU36
CVCO36
SCCO36
ASH36
BRC36
CTBI36
TRMK36
AKAM36
UBER36
XNET36
PKG36
BMY36
FMCC36
AVA36
LFUS36
DIS36
DORM36
ATR36
RVNC36
MKL36
PLXS36
XP36
QSR36
CNO36
MRAM36
WIX36
TMX36
LMB35
MNST35
FSTR35
CINR35
SSD35
YCBD35
KNDI35
FBK35
HKHHY35
CRUS35
EXPGF35
FSLR35
ROP35
SNP35
B35
STT35
DTE35
WHLM35
OMAB35
RBC35
ALCO35
NTGR35
PNM35
FI35
KBH35
VALU35
HIHO35
EBF35
PFIE35
TTEK35
RDUS35
OMEX35
BASFY35
NXGN35
OTEX35
LANC35
SII35
SMTI35
VRSN35
USM35
JELD35
ALG35
NULGF35
SUNS35
DY35
ARMK35
CLBK35
CTAS35
CRDF35
MCFT35
JBHT34
MDLZ34
PSTV34
RUSHA34
ORCC34
AON34
CIEN34
DG34
SBFG34
MGEE34
CBWTF34
ARL34
APD34
SSNC34
NRG34
G34
ENBP34
NI34
MYMX34
KRO34
WTRG34
AL34
RPTX34
ACCO34
THR34
SRE34
TSC34
WAB34
MAIFF34
MMM34
UNF34
ACGL34
NNBR34
JBSS34
CDAY34
VIRT34
IBKR34
CALB34
TNC34
V34
CRMD34
OGE34
FWONK34
TRS34
BWEN34
ITW34
STM34
NVRO34
HSDT34
HBAN34
LULU34
ASUR33
CCBG33
ONB33
PEG33
W33
ABC33
TRV33
NWE33
AMTI33
COO33
MTH33
JFIN33
SSBI33
SCSC33
MMAC33
BMA33
CERN33
FARO33
ERIC33
LBTYA33
RBA33
PCTY33
HURC33
SMG33
PAFRF33
ESNT33
TESS33
ARXRF33
NTCT33
PENN33
ACIU33
GPK33
LBRDK33
AGCBF33
KAR33
THFF33
SNY33
ATCX33
TCOM33
HLF33
MCK33
PFSI33
CNX33
ALC33
CBSH33
ACNB33
GBLI33
WB33
AZEK33
CB33
PEP32
FICO32
KWR32
CSGP32
SSYS32
USPH32
ARDX32
AMK32
PRI32
IDA32
MBT32
ZNGA32
GARWF32
ECHO32
MNTR32
WILC32
SLGN32
EHC32
BDCO32
OCFC32
WINA32
RSSS32
LSXMA32
DHX32
VOYA32
ARMP32
CMG32
SENEA32
BELFA32
WEN32
ATHE32
AWR32
MCD32
ASLE32
PNTG32
MCBC32
SYY32
ENZ32
CASY32
INVA32
FNMA32
LGND32
CBAF32
MO32
ZBH32
BLX32
APPH32
CEPU32
EVI32
CSII32
UNP31
SO31
LBRDA31
WWW31
EMX31
BL31
DGX31
ACA31
NPTN31
GSKY31
OFIX31
WLTW31
MTC31
NDSN31
NBTB31
KO31
CVI31
SMED31
QUOT31
ATVI31
CCM31
OWRDF31
NPK31
AMBO31
WRB31
SNEX31
ADSK31
BNFT31
VGR31
HFWA31
CACI31
ELSE31
EA31
ESSA31
OSPN31
RDFN31
SUZ31
IOSP31
AQB31
PJT31
PBIP31
GSK31
AEE31
SEIC31
ROCK31
NOVT31
IRWD31
ATGE31
ETRN31
SAP31
FIBK30
LGL30
VICR30
GHL30
BHB30
VOD30
MLR30
HELE30
MA30
LSXMK30
SHSP30
TSN30
SINT30
PGTI30
PNW30
NLS30
LWAY30
ETR30
SQM30
ELLO30
MSGN30
JOBS30
SNN30
CWST30
TGS30
ICE30
NVS30
VFC30
PNBK30
PTNR30
BIDU30
HWBK30
VMW30
CHT30
RBCN30
EPAC30
NMIH30
ROST30
SRCL30
INT30
OSN30
AERI30
XLRN30
ANIK30
CALT30
AZPN30
LNDC30
BCTF30
JNJ30
FWONA30
SCL29
EXPGY29
SIRI29
BBY29
VIV29
TCX29
PSN29
CANF29
MEOH29
HMTV29
PB29
STZ29
OGEN29
OLED29
HUM29
SUMR29
CORT29
SRT29
INGR29
CENX29
NEE29
GABC29
LDOS29
AMPH29
TG29
CHCO29
BTI29
ACEL29
IPGP29
WMG29
COLM29
RGS29
CAPR29
YPF29
HAIN29
ADRNY29
SAND29
IMIMF29
FLOOF29
BSBK29
GTHX29
CFFN29
KN29
AVD29
HNP29
RDCM29
PXLW29
GH29
QNST29
ZNH29
MEXGF28
ADDYY28
SMFG28
ARTL28
NYCB28
TRN28
SCYX28
TTD28
FTV28
UG28
HAS28
PATK28
BLD28
WDAY28
AE28
TARO28
CTABF28
SKYW28
FNNZF28
COLL28
TMHC28
FMS28
CL28
MAS28
ELA28
PRMW28
CMI28
SFE28
REAL28
SAH28
NEO28
KSHB28
EXTN28
RGA28
MGIC28
TNK28
CDK28
MBCN28
OILCF28
SPTN28
GASS28
KAMN28
SWM28
ADDDF28
IVAC28
NATI28
FNCB28
PTE28
ENDP28
GRFS28
AVAL28
PROF27
CAH27
MFG27
SMCI27
NWN27
ADMQ27
IMXI27
MMX27
KROS27
OILFF27
IAALF27
AXU27
WNC27
LW27
CIR27
ABM27
DMKBA27
MAKOF27
AHNR27
UL27
WPM27
CBD27
BXS27
PPC27
BAH27
CBRL27
CURI27
ELP27
NORZF27
ORAN27
PKLBF27
INDB27
XIN27
PLNT27
XEL27
BATRA27
PRAA27
INSW27
BFC27
XGN27
GILD27
DANOY27
LITB27
TRST27
GWRE27
PGR27
ADV27
NWLI27
LCNB27
QTWO27
WEX26
BLDE26
ABUS26
KLXE26
BATRK26
ANIP26
GTS26
RE26
THCB26
AVEO26
NEM26
TNDM26
ED26
SMP26
ATO26
SVT26
LMT26
ANSS26
UGP26
MASI26
JFBC26
DGICA26
RACE26
REGN26
IGMS26
SPRO26
FLO26
SPCB26
AMCR26
CVET26
CLWT26
IVC26
XOMA26
CHGG26
JKHY26
FMC26
RPM26
SJW26
QLYS26
WMT26
GRC26
SATS26
MYSZ26
HURN26
WDFC26
TFX26
MDIA26
GPDNF26
DADA26
MLAB26
TJX25
HUN25
MPXOF25
TBIO25
GL25
OFLX25
EDVMF25
SPH25
TTWO25
CVBF25
OPRA25
SAIC25
ABT25
NKE25
RLI25
IGEN25
CRTG25
SMTC25
HUSA25
K25
SURF25
MRK25
EC25
EGAN25
SDGR25
PLSE25
EKSO25
DLAKF25
AC25
TLK25
HCM25
CWEN25
AQN25
CHDN25
CNFR25
PFSW25
KNX25
SRRK25
PINC25
PRG25
HTPRF25
ALAC25
MRTX25
CLVS25
HRVOF25
AGBA25
GB25
SOI25
PG25
NTEC25
ENV24
SVFD24
VIACA24
NCBS24
GNTX24
AEP24
KBAL24
PAYC24
ZGYH24
FOR24
ICBK24
SFL24
ANDA24
PWFL24
CSGS24
EURN24
OGS24
DLAKY24
AKTS24
CHKP24
IRBT24
KIQ24
GAIA24
FWP24
LVRLF24
FDS24
PWOD24
VERO24
PRPL24
PPL24
AMBC24
TBNK24
GIS24
LASR24
PRGO24
PCAR24
RRBI24
EVOP24
CHRW24
ICUI24
LHCG24
NFLX24
WMK24
AHCO24
GNUS24
ORMNF24
INDO24
SCS24
SSKN24
VEON24
STMP23
LZB23
ESSC23
WU23
BGSF23
KMX23
AVNS23
YORW23
GCP23
EXPO23
TDAC23
AZRE23
CABO23
PTN23
GDOT23
IIIV23
AMGN23
AMXEF23
SILV23
TR23
ANGI23
BYND23
CBB23
CAG23
DECPF23
BCOV23
VRM23
MYMD23
PHI23
STRS23
MBIO23
IAA23
CEVA23
PLUS23
GGGOF23
BDX23
SFET23
MISVF23
FTDR23
LATN23
SMSI23
GNRS23
BFAM23
SVM23
SNOA23
AGOL23
ADOM23
NBIX23
BCH23
CNXN23
DLTR23
GRNV22
PHG22
PGEN22
SAFT22
PESI22
BLIN22
AKBA22
NBEV22
SVRA22
ATGN22
ETTX22
MUSA22
RGNX22
VEC22
KL22
CYTH22
GECC22
WABC22
PCRX22
NWPX22
INTC22
AWCMY22
FIS22
BELP22
HTBX22
EDUC22
IMMR22
ECOR22
AVDL22
WEC22
MCMJ22
AGX22
CASS22
MARK22
CLS22
ASTE22
CHD22
LIVK22
ULH22
ATRA22
OPK22
NVTA22
THS22
LIFE22
LCII22
CHAQ22
OPGN22
GERN22
AHC22
RPAY22
T21
CYSNF21
SPOK21
CGC21
NHC21
GLEO21
BELFB21
STOK21
MGTX21
ALBO21
TIMB21
LVCLY21
VIAC21
BAX21
ITMR21
CMS21
AMHC21
AXS21
MODN21
VRME21
SHEN21
PETS21
YTEN21
SWI21
AKRO21
CHE21
HGBL21
VST21
TNET21
VTVT21
DFNS21
OCUL21
BNTC21
EYEG21
DSPG21
DLNG21
COGNY21
SCPE21
CPAC21
BMTX21
CMP21
FIOGF21
SBBP21
MBOT21
IMTX21
LL21
LITE21
HRL21
OVID21
D21
AESE20
CBFV20
MREO20
AEVA20
ESLT20
OVBC20
ROL20
VIVO20
HKIB20
GPN20
AMSC20
JRSS20
SGMO20
THCA20
MTRX20
ALUS20
UFCS20
GNLN20
NWFL20
ALSN20
AWCMF20
AMSF20
SWX20
CHPM20
ES20
JRJC20
VRNA20
NICE20
LYL20
PCYG20
ARTNA20
TRC20
UPLD20
EIX20
PSTG20
PLAN20
LBCMF20
RGLD20
NP20
CCMP20
VNET20
VZ20
INCY20
IEC20
CHPGF20
COCP20
ECL20
SA20
RDVT20
DRD20
GXGX19
EXEL19
PRDO19
MRCQF19
PHUN19
KZR19
AEM19
UWMC19
CYAN19
ISSC19
OLLI19
CTSH19
PCTI19
ALID19
CNI19
LPCN19
RWLK19
AMRX19
SCVX19
MRTN19
VCYT19
REYN19
CYTR19
QGEN19
CCAC19
ZIXI19
MOMO19
CMCM19
CLSN19
GEOS19
AMED19
SIEB19
NMR19
MRIN19
PUYI19
BLL19
WERN19
DFPH19
CTIB19
OBCI19
MSGE19
FEERF19
PLM19
CSVI19
LOCO19
BWXT19
FORTY19
MSGS19
GMDA19
SFTW19
MDVL18
ELMD18
MKC18
MYOV18
SRAC18
FANH18
GHM18
ACOR18
JAGGF18
CHMA18
UTMD18
AAON18
ECOL18
RPRX18
BKYI18
HMY18
ENR18
AAMC18
LYTS18
BFRA18
SQNS18
FLT18
INTZ18
VRSK18
ARKO18
ODC18
ARDS18
ONEM18
GFI18
GDS18
ALLXF18
OMER18
CNNEF18
NAT18
FORM18
CLVT18
HMN18
GTBAF18
BAND18
MDNA18
ZSAN18
SNDX18
EGRX18
IDN18
OFED18
VLGEA18
LINK18
SNES18
CWBHF18
BMRN18
FBIO17
LGDTF17
CECE17
UEIC17
CEA17
BIOAF17
APXT17
GLVMF17
SIGA17
EVBG17
CWCO17
TAST17
CPB17
SNFCA17
SGEN17
PLOW17
CETX17
MIRM17
ACER17
HOLX17
WATT17
KMB17
APPF17
FISV17
CHNR17
ZYME17
DARE17
ZTO17
IBIO17
SILK17
KMT17
AIRI17
MTBC17
RNA17
ARNA17
ASTS17
TRIB17
ACHFF17
DPW17
GLOP17
SLDB17
MDGS17
TPC17
ENTA17
LVS17
ZYXI17
SEAC17
RKDA17
AIM17
RGCO17
PBYI17
JD16
BKI16
TTOO16
PAYA16
SPOT16
CRTPF16
TTCF16
ARQT16
GO16
APDN16
EDSA16
RNG16
TRVN16
CMXC16
AEYE16
CKPT16
ANY16
PLRX16
CWBR16
LIQT16
PZG16
FVE16
ASND16
AXSM16
XENT16
ANDR16
PAE16
ESE16
CMRZF16
WGO16
AMWD16
BBSRF16
GXSFD16
PLMR16
OBSV16
FDVRF16
TEVA16
KOD16
TISI16
FDBC16
AGI16
ACB16
THO16
PHAS16
AIRRF16
NXXGF16
CCF16
FMAO16
AURQF16
MIST16
GPL15
MEIP15
NVDEF15
CYTK15
OSG15
ARCE15
MANU15
VKTX15
GENC15
AEY15
EGO15
CIB15
GNCA15
PDFS15
TOPS15
NGVC15
APLT15
TKC15
STFC15
GHG15
PCG15
KMPR15
VRCA15
ATRI15
ZEAL15
BHTG15
CVU15
PVG15
THMO15
ALLK15
GRTX15
LFC15
XFOR15
ORA15
ISEE15
HCYT15
SNDR15
RARE15
IFS15
WKEY15
CPIX15
ALRN15
IAG15
CARG15
SFUN15
KDMN15
WIMI15
VNRX15
COUP15
MDGL15
ATNI14
KTCC14
KC14
AAOI14
VTRS14
HEPA14
PTRS14
CERS14
SPNS14
DISCK14
GAU14
QIWI14
GDRZF14
TYME14
INSG14
NAOV14
OTIVF14
RMAX14
LJPC14
FSM14
ACRX14
XNCR14
BZUN14
MRCY14
CBAY14
USEG14
TELA14
SAGE14
AUPH14
MLCO14
MMRGF14
BLU14
INPX14
GOLD14
DMS14
LTRPB14
CTMX14
EMHTF14
POAI14
ITCB14
COFS14
LMFA14
LAKE14
SECO14
MKTX14
OPEN14
ELYGF14
TBPH14
MAGE14
YVR14
SIOX13
SXTC13
CALM13
HCC13
YEXT13
LOPE13
APTX13
UTSI13
CRSA13
GHSI13
RCEL13
NGENF13
MLP13
UNAM13
GSS13
SBS13
BDSI13
XBIT13
AMRN13
OYST13
MITO13
GCMG13
BPMC13
NYT13
CRBP13
TRIL13
OTRK13
UIHC13
PAAS13
MNPR13
BLDP13
FEIM13
UCL13
SLRX13
OLB13
MIMZF13
BASA13
ASC13
SSRM13
TBLT13
GIGM13
APEI13
KGC13
CVGW13
LTRN13
ONVO13
AYLA13
BMRC13
CLX13
CPMV13
TXMD12
RDHL12
STSA12
ADXS12
TFFP12
TAK12
FF12
KNSL12
NRC12
MOTS12
PING12
VERB12
NCPCF12
BYSI12
NEWA12
CS12
CARA12
ERIE12
EDIT12
TPTX12
ENIA12
CTSO12
OESX12
HRTX12
FENC12
BROG12
IVFH12
BBI12
CIH12
ARTTF12
AUY12
SLP12
CJJD12
DKNG12
DM12
CHMJF12
BVH12
RGLS12
GNPX12
BABA12
MTNB12
YMAB12
DTSS12
HTLD12
PXS12
CANG12
EVLLF12
GLT12
UFAB12
ONTX12
NNA12
DISCA11
TLSA11
UVE11
CTXS11
DLTNF11
PHAT11
VVNT11
UTI11
MIND11
SFT11
BABYF11
ZEPP11
TREE11
BHNGF11
ASPCF11
CIZN11
ADPT11
RVMD11
NG11
COG11
INSM11
CIA11
DXR11
MTOR11
SJ11
CLBS11
XAIR11
GNSS11
ALNA11
DCSX11
ATURF11
AUIAF11
BTG11
KURA11
OSUR11
CHRS11
JNCE11
CNNE11
RNR11
AXDX11
HGGOF11
BVN11
NBY11
CELP11
CCTC11
CYCN11
XERS11
OPTN11
ATSG11
LMPX11
HTGM10
BKTI10
ESP10
AUTL10
SGA10
SDC10
PHGE10
INS10
IO10
FLNT10
EIGR10
NH10
NERV10
GBIO10
CXDO10
NSFDF10
MMND10
GLDG10
EHTH10
GRWC10
VAPO10
AUBN10
HOILF10
SPLK10
IMTE10
KERN10
QUAD10
WYY10
GRNQ10
BORR10
AVCO10
IPIX10
IMUX10
TNP10
LEJU10
MKGI10
HARP10
CRCUF10
NES10
HERTF10
KLDO10
WORX10
AZRX10
CLRO10
PTCT10
MNRLF10
AGTC10
TEO10
PHIO10
EVER10
ZCMD9
ZIOP9
AAGFF9
EQX9
AYX9
FONR9
ORGS9
TUFN9
GAN9
KMDA9
RLMD9
ZGNX9
VCNX9
AU9
BMMJ9
NKTR9
QTNT9
BSXGF9
TDOC9
ABEO9
STRA9
NNVC9
NLTX9
GSV9
AUMBF9
CBDS9
CUE9
ENIC9
CPWR9
RYTM9
LPTX9
BLUE9
COBCF9
AXDDF9
CNSP9
NEXCF9
AKBTY9
ELTP9
VINC9
FLXN9
GWGH9
QURE9
LPTH9
TME9
BRID9
NGM9
URGN9
GORO9
FEDU9
CLRB9
VHC8
BSTG8
ATNM8
PBIO8
EPAY8
BAP8
MLSS8
NEU8
EFOI8
AGLE8
ADN8
EXN8
AXLA8
PT8
CNF8
DRRX8
JRVR8
KGKG8
CRVS8
IPHA8
SY8
NXTTF8
VRTX8
BTAI8
AKTX8
ONCS8
NKLA8
MOGU8
GLMD8
NAVB8
ACHV8
ADUS8
GSMG8
CLW8
RCUS8
VMD8
HOOK8
PIXY8
RAMP8
TMBR8
TRIT8
LOMLF8
AGFS8
DFFN8
CIBEY8
EXMGF8
GNE8
GNBT8
LLNW8
ABIO8
SLQT7
MGNX7
TCRR7
JP7
HYLN7
VERY7
GOSS7
CSBR7
GNFT7
ALPN7
MEDS7
NSRPF7
KRMD7
KBLB7
ATIF7
AASZF7
DGLY7
CDTX7
MESO7
ETON7
AAU7
AXAS7
ORTX7
PNRG7
NEON7
CANB7
ESPR7
OPXS7
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ADMA7
MDLY7
MBRX7
GSIT7
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GBT7
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CDTAF6
CMCL6
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CGOLF3
ASPS3
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CYRN3
CYAD3
EQOS3
REFR3
BMRA3
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AGMH3
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TTNP3
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HYHDF2
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NCNA2
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LGIQ2
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CNCE1
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ONE1
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ADVM1
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NEW1
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CTGL1
CCXI1
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