【2021/08/28】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6000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

2021-08-28 2021-05-28 2021-02-28 2020-11-28 2020-08-28

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

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SHBI72
HRC72
BGCP72
OMI72
DE72
RBCAA72
ENZN72
BKCC72
BNSO72
FAF72
INIS72
SASR71
VALE71
PSTG71
PSEC71
GALT71
OCSL71
FOSL71
CIVB71
PTRS71
MWXRF71
ICLR71
FSK71
AXP71
ISBC71
OFG71
NUAN71
IMAB71
VEON71
VABK71
FCCY71
ROK71
SMLR71
JBSAY71
FCBC71
OTTR71
YTRA71
OXY71
SMBK71
VMI71
GFL71
TECK71
MSFT71
DMLP71
GLAD71
CCS71
SBT71
ETSY71
LKQ71
ROKU71
NL71
ODFL71
CVCO71
SAIA71
KOF71
GTBIF71
CSCO71
HGTXU71
CTLT71
ALYA71
CNQ71
PKTX71
ZION71
MPLX71
ARD70
CCU70
GEF70
MMC70
CNBKA70
DS70
FOXF70
PRQR70
MMSI70
LMST70
ESTC70
BCS70
RHHBF70
STN70
EL70
EGY70
PFBC70
NSSC70
AOUT70
MAKSY70
GMED70
CCAP70
MRCC70
ECOM70
PLBC70
GPI70
RMR70
FSV70
TEL70
VVI70
FL70
DARE70
HGV70
SUN70
MTG70
ARCB70
KW70
BTN70
AAME70
DLA70
GPK70
FFHL70
NEWR70
BAC70
ROAD70
PNC70
NDLS70
CREG70
ENVA70
HMNF70
UONE70
XLNX70
MPC69
INFO69
LIVN69
NICE69
TTD69
HCCI69
SHOO69
SCI69
CPHI69
LEN69
TAC69
MGIC69
ASGN69
ELF69
HOFV69
TCFC69
IEA69
ARNC69
FUSB69
TGB69
ING69
TBI69
PRU69
MNDO69
OMQS69
FBNC69
RDSMY69
ENBL69
AER69
RVSB69
CNNB69
HCKT69
BMI69
TRU69
ABCB69
MARPS69
NEWT69
TRC69
ENTG69
ALXO69
PAYX69
AON69
MORN69
NGENF69
USAQ69
SLAB69
BEN69
TPB69
CHMG69
EMR69
PEBK69
AGRO69
HCAT69
OIIM68
AVLR68
IGT68
INUV68
BOX68
CPK68
ORRF68
FN68
TTM68
CZNC68
AFMD68
SCM68
MAN68
RSG68
GEOS68
ET68
PARR68
RDWR68
EYE68
NOW68
F68
RELX68
NICK68
MCO68
FNF68
PFBI68
DHIL68
EME68
LAZ68
CBOE68
GRBK68
RLGY68
BMO68
EVOL68
MTZ68
NVST68
VHI68
ANDE68
JOE68
LRN68
KDMN68
UNB68
PRTY68
VBLT68
HESM68
KLAC68
WM68
AMBA68
KRNY68
JCS68
NDVAF68
WIZD68
ALC67
FB67
PFG67
QSAM67
GTX67
WD67
AEHL67
MEI67
VPG67
IZEA67
FBC67
QUBT67
TCFF67
WNEB67
INSP67
SIGI67
SNV67
PFC67
NIOBF67
FCRD67
KIRK67
BOXL67
KBR67
CPF67
FOE67
SEB67
DCOM67
JOSMF67
JFU67
WMMVY67
SKREF67
COST67
ISIG67
FTAI67
PVH67
WETF67
AM67
GMAB67
SFBC67
AUPH67
FWP67
CHEF67
DOOO67
CBAN67
VRNT67
CPRT67
CDAY67
MGPI67
CM67
OBNK67
RAND67
HRZN67
ESQ67
SYNH66
BASA66
LPG66
PFLT66
HCC66
BBGI66
STL66
CHTR66
USWS66
BC66
FCFS66
APTV66
HWM66
VLY66
AZO66
SMPL66
GE66
NSIT66
UVSP66
EXPD66
MSBI66
FFBC66
EXPGY66
ZTS66
MGMLF66
HROW66
CCJ66
ACM66
LOVE66
LNN66
ISTR66
UI66
RYFL66
MEDP66
PSXP66
BSM66
WHF66
STT66
SMOFF66
FE66
HTBK66
ORLY66
KIDS66
FHI66
VGR66
GBOOY66
TOWN66
NBR66
PDLB66
SLCA66
USLM66
LTBR66
ISDR65
UBOH65
AIZ65
TRTN65
XPEV65
KZR65
DGX65
COO65
CFBK65
WASH65
GTE65
NMTR65
EVRG65
MTSI65
STM65
ITT65
LBC65
PKBK65
ATCX65
DVA65
AAP65
SFNC65
PAGS65
MYMD65
ARW65
UNTY65
HRVSF65
ALL65
VECO65
SPFI65
MOS65
CORE65
YUM65
PM65
TSCDF65
MOH65
CNIG65
SPGI65
RDVT65
JNPR65
BSBR65
BSMX65
BECN65
MMNFF65
ZUO65
OPBK65
TSLX65
HONE65
MRAM65
WSC65
ORN65
SQM65
HZO64
G64
MAIN64
FFIV64
ILMN64
JPM64
PCOM64
AWK64
HFBL64
FOUR64
DAIO64
HCM64
NTR64
BLGO64
KFRC64
ALCO64
APH64
SOHU64
VSTM64
CHRA64
CRH64
CLBK64
JMSB64
ICMB64
TOL64
HUBB64
ABMD64
CLDR64
CPPXF64
FNWB64
ALTG64
MHGU64
CRESY64
REKR64
PROBF64
AFL64
USB64
AGM64
GRA64
LEVL64
WING64
WPP64
FSBW64
FDMSF64
MHO64
ATEC64
SCHL64
CB64
BKU64
SOL64
PRPO64
TTEK64
BHF64
FFIN63
PAR63
LBRDK63
EBTC63
PETZ63
LRCX63
TATT63
LECO63
DTIL63
RBC63
INVA63
BANR63
HPE63
CEPU63
ELSE63
COP63
USAC63
RDN63
FMX63
STRL63
TSLA63
DELL63
ADRNY63
ARGX63
DKL63
KGFHY63
HOPE63
ASLE63
FDP63
SHW63
CPHC63
GES63
ADS63
IRWD63
ADP63
TCPC63
DCI63
BCSF63
LBRDA63
VEEV63
HTGC63
BLX63
EXC63
PPBI63
KNWN63
SIX63
WEYS63
TMO63
GOLF63
DXPE63
BWB63
ETTX63
PFS62
UMBF62
BPRN62
RBKB62
AQMS62
PFHD62
DGII62
AWI62
CFR62
CFX62
TPH62
GGB62
FIX62
AOS62
GBX62
ACU62
RF62
TPVG62
BLILF62
BRO62
MET62
TNET62
TDY62
LMFA62
AAPL62
ASPS62
JKS62
COHU62
CWT62
LOW62
LILAK62
PLUS62
NYCB62
IART62
BURL62
LFUS62
IP62
NTRS62
FATE62
HBAN62
UBCP62
KEQU62
GD62
SCPL62
ITGR62
PPD62
NRIM62
RUTH62
CBDY62
ATUSF62
DNMR62
VET62
AXAHY62
RGP61
DSPG61
LGIH61
SBH61
BANC61
BCPC61
UGI61
ACTG61
MASI61
FRTA61
HOLX61
WAB61
TSBK61
IX61
IMCI61
ITUB61
SXI61
SXT61
POR61
OTEX61
VMC61
HIHO61
TIGR61
WFG61
PAC61
ALLT61
ISBA61
CAC61
ITIC61
CDXC61
RL61
RHHBY61
FTMDF61
RRGB61
UCTT61
RADA61
MBWM61
TSCO61
TCBI61
WAFD61
LPRO61
BLD61
CFG61
GCBC61
FMBH61
IMO61
AMNB61
PKKW61
THTX61
FENC61
RY61
NOVT61
CODA60
CPSI60
PLYA60
FHB60
NXST60
MUSA60
AVGO60
MYE60
DLTH60
VIR60
EPC60
CATY60
RMBI60
AE60
RUSHB60
NEP60
LULU60
EVTC60
UFPI60
HBNC60
VRRM60
STRS60
FFWM60
ARGO60
J60
DEO60
SNFCA60
BRY60
CKPT60
IGIC60
AWR60
ECPG60
INBK60
SPRO60
CMTL60
XELB60
IMPUY60
IFNNF60
L60
CDZI60
LILA60
QTRHF60
SHWZ60
BBDC60
BBL60
CGNX60
FOCS60
FNLC60
GGAL60
TEF60
FLDM60
NLOK60
HTH59
ALLE59
SSSS59
TNDM59
TWTR59
CCNE59
STE59
ICFI59
CWST59
IFNNY59
TAIT59
DKNG59
FLEX59
FCF59
ELP59
IBP59
WLFC59
WBS59
BFST59
DHI59
SEM59
EC59
WCN59
VVV59
AXAHF59
CNMD59
BPTH59
IR59
FGBI59
CATC59
CHWY59
XPER59
EQNR59
KNOP59
FRPH59
FHN59
HEES59
PLAB59
LHX59
UNH59
SNBR59
ARTW59
CWEN59
XOM59
BHC59
BKSC59
ENB59
GMBL59
GTN59
AAWW59
LRMR59
IESC59
NATR59
MGYR58
SRDX58
TALO58
OTCM58
IPAR58
MCLDF58
THG58
EVA58
PKX58
LSXMK58
PLMR58
VIPRF58
RSHYY58
FUL58
OSG58
APO58
FLXS58
MLI58
FULT58
LUNA58
WSTG58
PATK58
PXD58
BLONF58
MMP58
ACFN58
CLSH58
SAL58
EIG58
JBHT58
CSLT58
QUAD58
CE58
ONEW58
ABEV58
KT58
FCUUF58
IMTE58
GLDD58
JUSHF58
PDFS58
LKFN58
CNF58
QRVO58
AOSL58
ELTK58
LSXMA58
CBZ58
ACCO58
GBHPF58
LI58
FCCO58
VNDA57
WSBF57
EOG57
GIFI57
LIN57
IFF57
SCOR57
TJX57
ADES57
MLHR57
SAN57
SSBI57
SYK57
KEY57
HBCP57
PKG57
MBIN57
SAMG57
WTFC57
JFBC57
DTEGY57
LEGH57
HE57
WDAY57
TRN57
JVA57
FRAF57
LYG57
DAN57
VERI57
AZZ57
SMTI57
NGM57
FMBM57
BKH57
DAKT57
RYAM57
TYL57
TRQ57
LBTYK57
BNS57
DUK57
FELE57
OVBC57
VAPO57
WRK57
PYPL57
SMMF57
MOFG57
APAM57
PJT57
RVVTF57
ELVT57
ISSC56
OC56
HP56
ICCH56
PFIN56
LEGN56
DTEGF56
ENTA56
NKSH56
TNGX56
BCO56
WWW56
TSEM56
CCK56
TM56
CARG56
NVEC56
PBA56
ACGL56
XENE56
FMBL56
QLYS56
SPXC56
PROV56
HVT56
TS56
AMCX56
SWKS56
KLR56
SLB56
BCE56
AVT56
HIL56
SWTX56
ATI56
PCSB56
RHHVF56
IRS56
RTLR56
SOLVY56
UBS56
MGEE56
LNT56
AZUL56
DENN56
PEBO56
PFBX56
BOKF56
CCEP56
FREE56
TNL56
RNDB56
MDU55
ICCT55
PODD55
BSBK55
OSK55
QFIN55
BDL55
CWK55
UHS55
PRMW55
TUFN55
CETY55
CNP55
SUPV55
ABBV55
LXFR55
TTC55
EYEN55
IDA55
LBAI55
TMDI55
ASB55
CVS55
AJG55
NTUS55
IRDM55
UFI55
SNA55
BG55
EVBG55
WMG55
FSLR55
CTS55
TRV55
PFSI55
KB55
TXRH55
MCHP55
EBR55
FWONA55
TAKOF55
ASUR55
TU55
FUV55
FCN55
EQH55
SHSP55
BR55
NEN55
ADSK55
XP55
NEE55
HII55
FBK54
LUMB54
CVLG54
WINA54
SWN54
FNCB54
WLKP54
OSN54
WTI54
WBK54
MDT54
ADI54
NGVT54
APPS54
LAUR54
HEP54
HDB54
AMS54
CAE54
EXROF54
MTH54
HNNA54
TLRY54
PAGP54
AWRE54
GHC54
WH54
ASR54
ST54
OSW54
INBP54
ELIXF54
KMX54
ISUN54
KNX54
PNBK54
MIXT54
FLIC54
EFSC54
VINC54
PTR54
FSI54
YELP54
WNS54
HUBG54
BALY54
BGSF54
RGR54
PFIS54
SMGI54
SREV54
ABM54
OCFC53
NWL53
FNB53
FUNC53
BBRRF53
LBTYA53
VSAT53
GEL53
FDS53
GBCI53
HPQ53
NKTX53
HBI53
RIGL53
FISOF53
DOOR53
CAPL53
CLS53
CLWT53
BTVCY53
BSX53
HPK53
BCC53
KRP53
ORZCF53
WDC53
CWH53
RTX53
MO53
BMTC53
WDOFF53
GILD53
MLVF53
CTG53
CTEK53
C53
MTX53
GPC53
GT53
HLT53
TXN53
AYLA53
CIG53
CBTX53
HRVOF53
FWONK53
FRME53
CRUS53
NVR53
MATW53
EZPW53
CMCSA53
AROW52
NFH52
AUB52
ICCC52
SBUX52
EAF52
SO52
WSBC52
RS52
TKGBY52
IMXI52
DISH52
BNPQF52
MDRX52
WMK52
LARK52
PBCT52
BRKL52
ORCC52
UBFO52
TBTC52
DY52
NDSN52
GTES52
SSP52
TSM52
OCC52
FORR52
LTRX52
FOXA52
TENB52
KOD52
GGG52
UCBI52
ABC52
JOUT52
BIP52
LIVC52
CAJ52
MCK52
NVDEF52
AME52
SVBL52
TSE52
DLHC52
EMN52
MANU52
E52
NXTD52
HON52
CFB52
STBA52
DOW52
BNPQY51
FRG51
NYT51
BPMP51
PUK51
DTE51
BKR51
HSY51
LYV51
ETR51
FLNCF51
JELD51
COHN51
ATRI51
ANTM51
HI51
ROP51
AESE51
EEX51
ATRS51
BERY51
AEL51
GLP51
CTAS51
TSSI51
PEG51
SRCE51
SDPI51
SFE51
PFIE51
ALRT51
CNA51
IIN51
GBDC51
AEE51
IMTX51
NATH51
ONCT51
OKTA51
AIT51
FIVN51
FAST51
FBAK51
NNI51
PBIP51
IGMS51
GLGI51
HES51
RPTX51
AGR51
WF51
TFC51
SUNS50
SCZC50
WGO50
NRIX50
ENBP50
HGSH50
AMCR50
SPR50
OMER50
MPB50
ZFSVF50
RCUS50
DLB50
CBFV50
BEEM50
CASA50
GSK50
TSN50
LSTR50
HD50
PH50
CRM50
MKL50
ALE50
CUEN50
JKHY50
ASRV50
MCY50
IEX50
NPO50
CBT50
CRI50
FORTY50
RE50
ARL50
CVV50
BSET50
MEC50
PBFS50
FFBW50
PAA50
CBMB50
BLRX50
CYRX50
SGU50
WRAP50
SANM50
TRMK50
DLNG50
DLX50
SEDG50
CTVA50
QGEN50
FWRD49
AY49
VRSK49
CHNG49
ZURVY49
LYB49
BCOR49
NEO49
IBTX49
PTC49
FMBI49
BLBD49
OPOF49
FUN49
SMCI49
CARE49
CTBI49
ALRS49
TVTX49
PRGS49
OGE49
USAK49
EPD49
NFG49
SSD49
PKE49
FMNB49
CNIKF49
CCOI49
SWIR49
BMA49
ESSA49
NINE49
CHH49
AEZS49
GSBD49
ALG49
EGRX49
ICHR49
JBT49
AQSP49
PEP49
AMTY49
GSBC49
BCTF49
AHOTF49
TD49
ALMTF49
KRTX49
DCT49
OWPC49
SGBX49
IMBBY48
PHM48
OI48
UNVR48
ESLT48
FORD48
NESR48
BBSI48
FTS48
MGDPF48
ENSG48
TREC48
HDSLF48
NGPHF48
HHC48
STXS48
BLL48
ZUMZ48
ADMLF48
SAH48
BANX48
ACNB48
HXL48
PPIH48
MBCN48
HEAR48
FSS48
FBHS48
DG48
AEP48
CIEN48
ENG48
SAP48
BOH48
RDCM48
CABO48
POST48
CCF48
CNO48
HTLF48
JNJ48
JWN48
NSTG48
ASLN48
FET48
TGS48
PHI48
BUSE48
RCI48
HELE48
CSX48
SSTI48
PEN48
HMST47
PLIN47
DIN47
SYY47
ELMD47
PD47
VCYT47
VAC47
HMTV47
CUK47
AZN47
MCRI47
ZIXI47
MFGP47
NS47
MNST47
QCOM47
XRAY47
ESBK47
IBCP47
TGNA47
NOC47
OOMA47
PSO47
AKZOY47
NTCO47
NGG47
PLNT47
TWLO47
TSC47
FIBK47
SPTN47
SSNC47
SCS47
ADM47
SOWG47
APPN47
MUFG47
VNTR47
EGAN47
WSO47
GIB47
AVDL47
DIS47
RSI47
SELB47
ROL47
UNM47
ES47
MMI47
FORM47
NWE47
SBSI46
CAT46
SRNE46
BCML46
FUSEF46
MGTI46
WRB46
AMRX46
CORT46
ABT46
RUSHA46
LCNB46
BSAC46
SCND46
SLGN46
UBSI46
MGA46
ESNT46
STHI46
ABTX46
HLNE46
CSGS46
WHR46
YORW46
AMBZ46
MFC46
VEXTF46
MESA46
DANOY46
MX46
SND46
REV46
SNEX46
HFC46
AAL46
AIMC46
REPYY46
IBM46
WWD46
ANAB46
ITCI46
BRKS46
SYBT46
BHB46
UTI46
ALRM46
CHCO46
BSRR46
LII46
FNRN46
HALO46
CYSM46
BUKS45
NUVR45
PINC45
MBT45
OCN45
COMM45
GWRE45
NTWK45
DOX45
CTGO45
TVTY45
CTIB45
VOYA45
SLF45
LPSN45
KZIA45
LND45
RLI45
HAS45
NOVA45
PENMF45
OSIS45
WTRG45
SEIC45
ETRN45
MGLN45
LYFT45
GOOS45
TWST45
HARL45
MOD45
AXTA45
MBUU45
HSIC45
KMI45
SBCF45
FNV45
NHC45
SWX45
SPH45
ICE45
ZLAB45
CRSP45
PPG45
NEPH45
TMP45
LGL45
BP45
WMB45
AIN45
NECB45
PEGA45
LIND45
RSSS44
MAS44
NFLX44
UPS44
MCD44
FTV44
DCO44
PRK44
KDP44
ESGR44
NGTF44
VSH44
NWSA44
UTL44
TWNK44
ITW44
HX44
SILC44
TGP44
KO44
NCBS44
ANSS44
TDW44
FLR44
SPB44
CMS44
BBU44
VST44
SBSW44
SON44
OFIX44
GTEC44
EB44
EDAP44
USPH44
MAG44
IEP44
FBTT44
OMC44
OSBC44
AMOT44
BOTJ44
DJCO44
CIB44
IBOC44
ESBA44
COLM44
MMM44
WLK44
BLU44
HJLI44
UNF44
KN43
APA43
MRC43
HGEN43
ESCA43
SPWH43
YNDX43
BRFS43
ALBY43
PRTS43
SHLX43
FLS43
NBHC43
BZH43
ATGE43
EGHT43
HCYT43
TRUP43
HCHC43
BXS43
CHUY43
TGIFF43
RDIB43
GDOT43
JACK43
ARAY43
GM43
KOP43
MSN43
URBN43
MEDS43
ELY43
JOBS43
FOX43
VIAV43
SHG43
ETWO43
CODX43
SIEN43
TFSL43
PRPH43
KBH43
NWS43
WBA43
GNTY43
PII43
EMCF43
NODK43
AES43
IMGN43
BASFY43
PG43
SRTS43
NX42
SINO42
CVR42
SP42
OEC42
XLRN42
ALT42
CTSO42
HMN42
AIR42
MEOH42
SJW42
NPTN42
SGEN42
HBT42
VIACA42
WISA42
SUZ42
TER42
Y42
DGICA42
ACCMF42
PFGC42
DUOT42
INT42
SMTC42
BMRN42
NYMX42
UNIF42
ACOR42
USNA42
NHTC42
LSBK42
CTSH42
MU42
IAC42
IBA42
HOFT42
PLAN42
AUDC42
GATX42
VQS42
CBU42
SKYW42
NATI42
LOGI42
ENV42
V42
ITOS42
CHKP42
PLUG42
GDRZF42
PRI41
WSFS41
LAWS41
LOCO41
LCII41
PGR41
DD41
NIO41
GPS41
FSTR41
THR41
LEG41
KWR41
NVS41
VRRCF41
TRS41
ECHO41
MDC41
AMAL41
PPL41
TMUS41
AVAV41
CAKE41
ASND41
FFNTF41
PENN41
MDLA41
YPF41
TXG41
SMFG41
BLKB41
IDCC41
REEMF41
RBBN41
BMRC41
FRBK41
ARCO41
CACI41
BMY41
VLMGF41
PHX41
PB41
BBY41
ADDYY41
ULBI41
MDLZ41
ECL41
NI41
SAFT41
WEN41
BEP41
BKNG41
CF41
DSGT40
QSR40
MTB40
NCSM40
NLSN40
GARWF40
CRK40
CQP40
BTI40
MLAB40
FPAY40
IFMK40
OMAB40
CURI40
MSVB40
AMRN40
CINR40
PNM40
TSCDY40
NETI40
ROST40
RACE40
NTIP40
BATL40
NWBI40
CALB40
CWBR40
UNP40
WERN40
TBNK40
LPL40
EXPE40
CVX40
EIX40
GABC40
INS40
KTOS40
VFF40
D40
KMT40
PLXS40
GLT40
NC40
SKM40
OGEN40
CRY40
NBTB40
GWW40
SPWR40
DQ40
BBD40
AMK40
WMT39
BIOIF39
OVLY39
EDVMF39
SLGL39
AZEK39
WTM39
MTRN39
THO39
FTHM39
NTB39
OIS39
BDR39
NTCT39
MDJH39
CHDN39
AQN39
GRC39
FISV39
WTTR39
MAGE39
PBI39
CHT39
LEMIF39
MTN39
DESP39
ADCT39
MSM39
ACIU39
EBIX39
MTRX39
GNW39
IBKR39
MSA39
WEC39
NEOG39
PLPC39
ED39
WWE39
VIVO39
LEA39
ACDVF39
CW39
CARS39
CRWS39
MERC39
AXS39
SBFG39
PWFL39
WB39
SRE39
CAMP39
ARKR38
VBIV38
IHC38
SNY38
OBSV38
MRK38
ATLO38
TLK38
SFM38
PSMT38
USFD38
MMS38
RGCO38
NRC38
YELL38
EBF38
IOSP38
VOD38
CNXN38
ARWR38
MMYT38
ADDDF38
CEVA38
OR38
RBA38
SFL38
NSC38
AKTS38
OVTZ38
AVAL38
AVA38
PRAA38
TMHC38
HLF38
AAON38
ADCOF38
HURC38
HMC38
EA38
TTCF38
TRIP38
WLDN38
EML38
XEL38
JJSF38
LAD38
TRP38
FLO38
RAD38
BDX38
ASH38
RIO38
NMIH38
SGLB37
SAIL37
CMP37
VG37
WPM37
SBGI37
STNG37
BFC37
UBMRF37
INDB37
ANIK37
HAL37
BRC37
CSSE37
TZOO37
BBIO37
GASS37
ALK37
HWBK37
AVEO37
BL37
SCCO37
CERS37
QTRX37
CCL37
LQMT37
PBFX37
CASS37
OPEN37
AKAM37
VIAC37
INGR37
SENEA37
LZRFY37
TAYD37
SWK37
WOR37
EQT37
MAR37
CERN37
MYOV37
CASY37
FLWS37
SATS37
LINK37
BJRI37
AMZN37
IVC37
NWLI37
CRS37
SGA37
CYAN37
GLNG36
NCLH36
SUPN36
WWR36
BBDO36
CO36
RIBT36
SOGO36
ATO36
GOSS36
RYAAY36
CMCO36
HEINY36
PSTX36
LITE36
NEX36
INSW36
JAN36
IGC36
SILK36
DMKBA36
AMPH36
AGBA36
WRN36
VRSN36
EPAY36
MTCH36
CME36
TATYY36
TDG36
RGA36
CENX36
LMNR36
VLO36
KBAL36
SMIT36
REX36
GCMG36
PTON36
HUN36
NETE36
HFWA36
RNST36
SJM36
CBSH36
SR36
UG36
BELFA36
EPAC36
FIZZ36
ERO36
BHE36
TR36
QRTEA35
HOG35
XBIT35
TTMI35
NWN35
JBSS35
CSVI35
NUVA35
UTMD35
DXF35
BHP35
BABYF35
ARMK35
PGTK35
LGND35
ZGYH35
GLRE35
ABUS35
ATSG35
PAHC35
BGS35
EGTYF35
VISL35
NSUPF35
SSYS35
ACMR35
ORGS35
LONCF35
OFLX35
BEPC35
FOR35
TREVF35
WPRT35
NNVC35
TKC35
CP35
PPBN35
ROCK35
XOMA35
XRX35
BATRK35
PRO35
NJMC35
ELAN35
CLW35
KEP35
UVV35
IMEXF35
ATRO35
MCFT35
CHGG35
NMRD35
BPMC34
SIRI34
LANC34
FMAO34
THFF34
IDN34
HNGR34
SJI34
XSPA34
EBMT34
VERY34
ESSC34
BNTC34
ATR34
AXTI34
SPLK34
TKR34
MNRO34
BATRA34
BV34
CNI34
FGF34
PING34
AQB34
VRCA34
FEYE34
H34
CBB34
REPX34
TPC34
HOMB34
GHL34
ACCD34
AC34
CLRO34
NASB34
XPL34
AGLE34
TK34
MFON34
NP34
FNNZF34
LTRPA34
QRTEB34
HKHHY34
CLSN34
CHRS34
BCH34
IIVI34
SPNT34
GBLI34
TCX34
VIV34
RMRDF33
B33
KMB33
GNUS33
CMI33
LDOS33
LUMN33
PT33
PWOD33
CSPI33
WNC33
ARTNA33
PSX33
SHAK33
CENT33
GFF33
WECFF33
GL33
PGTI33
NJR33
COLB33
TAP33
OLED33
BDSI33
HSBC33
MLR33
NES33
MICR33
CHPT33
TRT33
PCTI33
VMAC33
K33
AXGN33
AVLNF33
SVVC33
INTC33
CYCC33
CIR33
FARM33
LATN33
HSC33
GNRS33
GRWG33
POAI33
INLB33
VKTX33
OPXS33
DORM33
ODC33
EEFT33
NWFL33
ENS32
STZ32
CFFN32
AMHC32
MA32
GH32
DB32
CIA32
HEI32
NOMD32
SWM32
HCSG32
CHMJF32
MAXR32
CVBF32
DNLI32
HRMY32
CSTE32
VC32
BKUCF32
SU32
MLAC32
ORAN32
RLGT32
PNW32
CPSR32
ITRI32
HNI32
GLEO32
UVE32
MHH32
MNTR32
UFCS32
AWCMY32
SABR32
EQ32
NRBO32
AL32
HKHHF32
ARXRF32
BFAM32
LNDC32
ALGT32
KOS32
DTMXF32
MCMJ32
IMAC32
LYTS32
UEIC32
VFC32
HUSA32
AERI32
ADXS31
LPTX31
EHC31
VMW31
STRT31
FRO31
TOMDF31
PSN31
QNST31
TFX31
ONB31
ACEL31
BIPC31
OSUR31
PDCO31
FTEK31
NMTLF31
YUMC31
CHAQ31
DHT31
INDI31
CPA31
SMSI31
DZSI31
FUSE31
HURN31
CHPM31
FDBC31
PNRG31
SGBI31
ASTE31
KNTNF31
ARMP31
PINS31
AKBTY31
ARTTF31
LUV31
FMS31
RVNC31
RCL31
LVRLF31
AREC31
NVCR31
MFG31
NARI31
STRR31
LMPX31
KEX31
LAKE31
CWCO31
RCEL31
KALV31
HALL31
THCA30
TARO30
SPCB30
TENX30
EAT30
OPTT30
TPIC30
KODK30
WEX30
MSGS30
CSBR30
HBM30
SOAC30
CENTA30
CURLF30
MANT30
UEPS30
RRBI30
VIRT30
CSGP30
CHE30
AJRD30
HUM30
OPK30
BNOEF30
KINS30
ZEN30
VEC30
FDX30
KAR30
RDHL30
MCBC30
TNC30
HSDT30
LMT30
CAH30
OGS30
SCVX30
TREB30
SNES30
KRYS30
ALDX30
AUGG30
PTNR30
GCAN30
LAZR30
MLP30
EXAS30
FSUGY30
ALJJ30
AOTVF30
KHC30
SFIX29
CNC29
CULP29
SMP29
DMRC29
KNRLF29
UAL29
TRST29
GECC29
VNCE29
RNWK29
PCLOF29
BWXT29
VZ29
LBRT29
TRMD29
TIGO29
BANF29
FLT29
TG29
LOOP29
CCAC29
MAPS29
CBRL29
ISR29
MED29
LEMLD29
NUS29
OPRA29
CYD29
BWA29
COSM29
FI29
APM29
FICO29
MHTX29
TWOU29
CNNEF29
STRM29
FVRR29
ORA29
FARO29
NOAH29
VRME29
ICUI29
GIS29
CCBG29
NEU29
CRMT29
AKTX29
UL29
FEIM29
MKSI29
SHI28
MBOT28
MUX28
CARA28
UTSI28
GCP28
AEVA28
RNR28
ARKO28
BAH28
RPAY28
CHD28
CLSK28
JAMF28
TUP28
CMPR28
NR28
SA28
SNDR28
MKTX28
AGX28
FTCH28
SPCE28
CL28
RFHRF28
MPAA28
AXL28
ENIA28
AROC28
GPRK28
ZYME28
LJPC28
T28
RMAX28
CI28
GNAL28
AMBC28
IIIV28
ZOEIF28
RDI28
AEY28
PCVX28
ALV28
SAIC28
CHRW28
SHEN28
NTGR28
PLNHF28
SFTW28
CCM28
KNBIF28
CREE28
IHG27
PCYG27
AIM27
COLL27
BILI27
KL27
MRNS27
ZM27
CRLBF27
SPNE27
SRCL27
REPH27
HUGE27
ZBH27
KNSL27
AIKI27
WLTW27
CECE27
SGC27
FRGI27
AMGN27
RGLD27
CALM27
ARLO27
NXGN27
PLM27
AEIS27
SANW27
YVR27
RPM27
BFLY27
GNTX27
LOWLF27
TRVG27
AXIM27
ULH27
DISCK27
DBD27
PLOW27
QS27
WABC27
GOL27
MGTX27
RDY27
APD27
PNDHF27
MIST27
INFN27
TSGZF27
RMBL27
IDEX27
LOPE27
CAPR26
STKL26
PRIM26
SSRM26
PFHO26
ATRA26
SNN26
BKI26
KTRA26
TLTFF26
NGS26
LASR26
MRTX26
PAYA26
CXDO26
PBF26
FANH26
CLB26
NOV26
SYN26
SSB26
BELFB26
AIRI26
NVFY26
WKEY26
NVGS26
FSUMF26
CSIQ26
VLGEA26
AMSF26
HA26
FOLD26
MRTN26
GSAH26
NXEN26
ERIC26
MGRC26
AZPN26
CSII26
TAK26
BHTG26
MMX26
SCL26
ELA26
GLMD26
REYN26
MKC26
ESE26
ALSN26
RES26
SPNS26
ALPN26
TDAC26
HAIN25
IAA25
FBIO25
GRTX25
LIVX25
ATNF25
RPRX25
HRL25
PKOH25
JD25
LWAY25
KRO25
LPSIF25
CBLI25
WDFC25
CLOV25
TPTX25
EVOP25
ARTL25
BCDA25
PUMP25
EMX25
ESYJY25
ECOL25
TKRFF25
AGIO25
HL25
W25
PHUN25
HTBX25
AGI25
SNP25
INDO25
PCRX25
ADUS25
VERX25
SRLP25
RCM25
ELLO25
GFI25
PHCF25
NBIX25
LMND25
ATBHF25
IBEX25
HZN25
MYSZ25
JBLU25
LPCN25
BE25
QTRRF25
CRTG25
ACA24
VERO24
BONXF24
SQNS24
WU24
ITI24
VTRS24
CBIO24
MEIP24
AMYT24
KMPR24
NEM24
OFED24
BGNE24
HY24
JRVR24
MODN24
SMDM24
EXK24
DWSN24
SOS24
HTLD24
ADAP24
TELA24
BAX24
USM24
PRG24
BUD24
PTOTF24
MAIFF24
PCAR24
KRRGF24
HGGOF24
TCMD24
SRT24
PVG24
GNSS24
ITCB24
TPRFF24
RETO24
IVA24
LHCG24
FTI24
PETS24
TEVA24
TDS24
PBTHF24
DNOW24
CAAS24
AG24
SGMO24
UTZ24
INSM24
SBS23
DISCB23
ATVI23
CNX23
TACO23
MTOR23
TMQ23
ATNI23
MDWD23
REGI23
BKTI23
SSKN23
NRGOF23
KIQ23
SIGA23
SIEB23
CAG23
EURN23
STRA23
XTNT23
VNRX23
EVGN23
ADXN23
ADT23
MREO23
GIGM23
MSGE23
AMWD23
ADMS23
LINC23
LSEA23
CIZN23
LZB23
ITMR23
APVO23
COGT23
FUSN23
CLVT23
MAKOF23
LIXT23
NEXA23
AVYA23
ZNGA23
GAN23
PHAS23
SLRX23
CPIX23
INO23
CANF23
OILFF23
ALIM23
LIZI23
IRBT22
WINR22
ZYXI22
AUY22
GDDY22
COFS22
LMB22
PTNYF22
XGN22
ACHV22
GNE22
AP22
CABA22
RGNX22
ALBO22
NPK22
SMED22
IOVA22
PRPL22
CYSNF22
AHNR22
USX22
DLTR22
BROG22
COCP22
TMX22
PDEX22
COG22
NMR22
CDTX22
EXEL22
INCY22
DISCA22
ESMC22
SAVE22
VRTX22
BLCM22
JMIA22
ACER22
ACIW22
SVRA22
PGEZF22
OSH22
DK22
GENC22
HQY22
KTCC22
OSTK22
CRCUF22
CYBN22
FTDR22
APEI22
TNYYF22
CLPS21
CS21
ZCMD21
AVCO21
ENR21
EFSH21
GFGSF21
RGLS21
SGGTF21
MTNB21
MCS21
WYNN21
BNFT21
KELYA21
CCLP21
CRMD21
RDFN21
ZYNE21
MLSS21
GAIA21
IPCIF21
ACST21
CLVS21
RNG21
TESS21
NGVC21
WRHLF21
PLG21
CHPGF21
MBIO21
SIBN21
GRUB21
NCNO21
UPLD21
HKIB21
TEO21
AVD21
HSAQ21
PTCT21
BWAY21
ANIP21
AFYA21
REPL21
LW21
CYCN21
ICD21
ALRN21
NNBR21
MACK21
IONS21
FLUX21
FRPT21
ADOM20
JFIN20
ACAN20
TTWO20
CNTG20
GTBAF20
CNK20
GOLD20
HTHT20
USEG20
GYRO20
EIGR20
AHCO20
CLX20
Z20
AEM20
PKLBF20
BIDU20
UBER20
UAVS20
KVHI20
SFET20
SILV20
MYMX20
BFI20
VRNA20
FCEL20
BIG20
RCKT20
SEAC20
TIKK20
PRDO20
ZEPP20
IPGP20
PCG20
FIS20
AUBN20
GSIT20
URGN20
MRKR20
MGNX20
ZNH20
TSKFF20
RARE20
AGFS20
TKOI20
TCON20
YTEN20
SIOX20
NTES20
ASM20
TCCO20
MTBC19
TCLRY19
CYTH19
JNCE19
CPB19
ATHE19
ONTX19
MTP19
PRGO19
AMXEF19
INPX19
FSR19
BOOM19
MTC19
MIRM19
ASC19
TNK19
GHM19
SII19
BIOAF19
BMTX19
PUYI19
EDSA19
ZG19
DRD19
BYND19
SCPH19
FBRX19
PGEN19
BLDP19
KELYB19
GPN19
SMTS19
FIOGF19
VOXX19
SRAFF19
RKT19
BTRS19
SNDX19
IVFH19
ONCY19
YEXT19
MNPR19
HLX19
ONVO19
QDEL19
SCYX19
AUTL19
POWL19
QMCO19
GERN19
ICAD19
CIBEY19
PHAT18
AUSVF18
ALLK18
TNP18
CLIR18
PHG18
GRFS18
MIND18
SOI18
RAMP18
PLRTF18
LTRN18
GEG18
DNCVF18
CUE18
JAZZ18
ATUS18
SFT18
TRIB18
XNET18
ITRG18
AUNFF18
CDLX18
QD18
DMS18
XIN18
TAUG18
WHGOF18
ATGN18
NNA18
GIGA18
GENE18
CBWTF18
CDK18
LYL18
OSMT18
SPOT18
CETX18
ERYP18
ESP18
CCMP18
GKOS18
ZEAL18
VHC18
TGTX18
BIGC18
SYBX18
INFU18
TCNNF18
CMCM18
APDN18
ATCMF18
SINT17
NIU17
CTGL17
BMRA17
ATHX17
CRON17
AUIAF17
ALTO17
TOPS17
FTFT17
AMTI17
SRI17
CHNR17
PTN17
FIXX17
RESN17
BFRA17
EGMCF17
CANN17
QTWO17
NBY17
VCNX17
PVCT17
PSNL17
ADV17
OMEX17
MPX17
CPAC17
MOMO17
CALT17
CPS17
FMC17
EBS17
EXTN17
KLDO17
RVMD17
IPDN17
PCSA17
BEDU17
PRTK17
RETA17
CEA17
CLXT17
COUP17
LUMO17
IMAX17
CVAC17
PRCX17
SMG17
PYPD17
PRVCF17
RWLK17
YRD17
AIRG16
DPW16
VRDN16
RUN16
FONR16
CVI16
ORIC16
CNNE16
USAU16
BBI16
INSG16
AUVI16
PESI16
CVU16
MARK16
DLAKY16
TRSSF16
OSPN16
ALLO16
SURF16
AAOI16
KGC16
CXXIF16
SAND16
HMY16
FFIE16
OLLI16
SOLO16
AVNS16
IVAC16
NWPX16
NVTA16
ZTO16
IMMR16
IMBI16
ALID16
XNCR16
CTXS16
CNET16
THMO16
LQDA16
LL16
AUTO16
PROF16
MAXN16
ERIE16
GRWC16
MITO16
REFR16
RYES16
AENZ16
APPF16
LPTH15
CASI15
OSIIF15
GNFT15
EXDI15
CMCL15
MTA15
IFS15
ADPT15
CALA15
RDUS15
HBB15
LOGC15
APTX15
UWMC15
AQST15
NXTC15
UGP15
TRUE15
GBLX15
RYB15
CLOK15
SRPT15
GVP15
TYME15
NVIV15
VVIVF15
FCAP15
AWH15
SXTC15
GURE15
HEPA15
CCHWF15
IMIMF15
WVMDF15
WIX15
ARQT15
KMDA15
DRNA15
LFC15
CVET15
BUDZ15
OVID15
AKRO15
PSTV15
ROVMF15
CREX15
EKSO15
DLAKF15
PAAS15
PHIO15
HFFG15
EVI15
HGBL14
RLAY14
TIGCF14
VTVT14
CIH14
KAMN14
NKTR14
DXR14
LFVN14
MNTS14
GNPX14
SSEBF14
GTHX14
KNSA14
ETNB14
BKYI14
ENIC14
TDOC14
DNB14
AXLA14
VVPR14
RSSFF14
SNOA14
CDE14
GSMG14
SDGR14
PXS14
LBUY14
TCOM14
AGTC14
TRHC14
MICT14
MINM14
LTRPB14
AYX14
SLP14
ARNA14
HAE14
TAOP14
AGE14
NNOX14
BCOV14
SBBP14
EGO14
PZG14
BAND14
MNOV14
AUMN14
OCUL14
AISSF14
CLBS14
STSA14
THS13
LOMLF13
NFE13
NAVB13
OPTN13
NVCN13
CLLS13
MYIDF13
INZY13
VSQTF13
ABNAF13
STNE13
KMPH13
CMXC13
GMDA13
ADMQ13
ELTP13
BBSRF13
QURE13
LVS13
FF13
IBIO13
CCXI13
ALLXF13
SITKF13
SAML13
TMRC13
RNA13
FVE13
IPHA13
BRID13
HRTX13
KSHB13
BTG13
EFLVF13
VGZ13
FGPHF13
QIWI13
AIHS13
PDD13
NVRO13
NH13
PAE13
EPIX13
DRIO13
MDGS13
AMSC13
GRVY13
YMAB13
XPO13
ZEV13
NG13
ABIO12
NSRPF12
AVCT12
ANGI12
AFI12
DRRX12
BCLI12
PFFOF12
DCNNF12
SGSVF12
SING12
ACRX12
PASG12
SLDB12
CBAY12
PNTG12
PGOL12
CEMI12
SNCR12
GNCA12
CMMB12
TCRR12
REED12
TNXP12
ITP12
ELDN12
MFH12
HCHDF12
RKDA12
UURAF12
HCDI12
VS12
FLNT12
AZRE12
SEED12
ROMJF12
ZEST12
GNBT12
MRSN12
APT12
XCUR12
AYRO12
COGNY12
DRQ12
IONI12
PED12
MRCY12
OCUP12
AU12
GBIO12
BAP12
ACB12
TGODF12
NBYCF11
CYLYF11
MOTS11
NISN11
XTGRF11
GSV11
AKU11
MPXOF11
MDGL11
ZGNX11
CYTR11
ARAV11
GSS11
REAL11
WYY11
DCPH11
CNSP11
ALNA11
MPLN11
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OBCI11
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APLT11
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AREB11
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EXMGF10
PTE10
AKBA10
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JRSS10
VVNT10
DADA10
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GHSI10
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THCBF10
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ROIUF9
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IMVT2
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EYEG2
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ONE1
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