【2021/08/15】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

2021-08-14 2021-05-14 2021-02-14 2020-11-14 2020-08-14

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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RUTH71
VSEC71
CFX71
JOE71
BPTH71
OCSL71
TW71
CINF71
LPLA71
MCREF71
SPI71
JUSHF71
FCBC71
AZZUF71
PVAC71
STXB71
CODA71
FNBT71
HVT71
CLDR71
ENBL71
LYFT71
GRBK71
NSP71
SNV71
EPM71
ISBC71
HRC71
BELP71
SMBK71
EMAN71
ISRG71
CCAP71
ABB71
MPC71
BDC71
FITB71
ZKIN71
MTG71
ATI71
DS71
ENG71
FTAI71
STN71
MLM71
JKS71
TTGT70
AGRO70
SAR70
EBSB70
SEE70
KBSF70
AVY70
MIDD70
MEC70
DBVT70
PI70
VXRT70
SWBI70
TAKOF70
HRZN70
WPP70
DPZ70
RBCAA70
HMNF70
IDEX70
CHEF70
IMO70
SMAR70
ASLN70
CIVB70
OBNK70
KSU70
TATT70
ANET70
BLK70
FBC70
TROX70
PNC70
SEM70
PFLC70
SUN70
SMPL70
UNTY70
ARCT70
MCO70
LAZY70
IMPUY70
MGIC70
OMQS70
RFHRF70
VMI70
ISTR70
FARM70
KISB70
APG70
RL70
WNEB70
KW69
GMBL69
RYAM69
USAQ69
CLH69
DOGZ69
MAN69
ROG69
LKQ69
AVNT69
MTSI69
CNBKA69
JVA69
FB69
CPLP69
ADP69
BAC69
IQV69
NKTX69
AWI69
MSFT69
MTZ69
KBR69
SEB69
FNF69
HWM69
GLOP69
LTBR69
NVEE69
SCI69
ABCB69
SASR69
YUM69
GRNV69
TAC69
FSBW69
MPLX69
JCS69
DTMXF69
SIGI69
GCBC69
NRG69
TSLX69
UNIB69
TBI69
AEG69
FBNC69
CPF69
ROK69
CVVUF69
PRPH69
BOMN69
CDNA68
PFG68
FL68
BDL68
SHIP68
PCOM68
BASX68
VRAY68
FCUUF68
CDZI68
UFPT68
OZK68
PXLW68
GTX68
DSGX68
LNN68
VERI68
FORD68
IX68
WHF68
LYG68
TILE68
GEF68
ALVOF68
SNBR68
ORZCF68
HBI68
SPR68
LEN68
EMR68
SNPS68
BEN68
LEVL68
VTYB68
USLM68
TUFN68
HESM68
CNNB68
RMBI68
TPVG68
FIVN68
ATCO68
MAIN68
FNWB68
CURI68
ETSY68
TT68
ODFL68
FOUR68
INFO68
JBSAY68
RYFL68
ITT67
RDVT67
AXAHF67
NSIT67
ORRF67
SPSC67
PFHD67
ALTG67
HCAT67
LMPX67
ARTW67
CSLT67
BSM67
CSV67
ALMTF67
WRN67
DRI67
OPBK67
CMTL67
FCEL67
QCRH67
ACN67
ENTG67
RHHBF67
GOLF67
MSBI67
CHMG67
BLBD67
BNS67
RY67
CLSH67
EBTC67
MGDPF67
PRA67
KNOP67
LKFN67
COP67
EXPD67
TOWN67
MEI67
EDN67
EME67
TWLO67
BSMX67
RUPRF67
LRN67
TRTN67
PKBK67
ELTK67
HPK67
FRTA67
MESA67
BK66
SPFI66
ESQ66
FCCO66
PBR66
AFL66
GPS66
BFIN66
LULU66
MDRX66
OTTR66
CRESY66
TCPC66
STRL66
NYCB66
HTGM66
CCU66
CDNS66
ADSK66
RBKB66
RDN66
SPCE66
ELF66
STL66
SAL66
SNDL66
MGPI66
USAC66
MMC66
SBH66
RLGY66
BATL66
BCSF66
APPS66
CPK66
MOD66
AEY66
SAMG66
WSTG66
LUNA66
SQBG66
KRNY66
TRU66
BC66
LAZ66
BSQR66
WETF66
AMX66
WAFU66
IIN66
ENVA66
HGV65
FCFS65
ARNC65
PTR65
CTIC65
BKU65
GLP65
IRWD65
FSLR65
ISSC65
KR65
NXST65
DYNR65
BCYC65
COST65
HIFS65
SBT65
IGIC65
AON65
AZO65
FGBI65
ARBV65
AGM65
TBPMF65
RELX65
AMOV65
DKNG65
KT65
BPRN65
CCEP65
RBC65
FLUX65
STM65
ARGO65
ASLE65
HUBB65
HTBK65
TRUP65
FMX65
CORE65
PXD65
GM65
GT65
BIIB65
AXAHY65
NBR65
VRNT65
KGFHY65
OCC65
AGS65
NKSH65
CHRA65
AMSWA64
HZO64
DAIO64
PFBI64
RAVE64
UMBF64
BBDC64
NRIM64
FRAF64
NTWK64
HWKN64
NGENF64
OTCM64
HOPE64
GTEC64
MEDP64
TSCDF64
SAN64
EVTC64
VLY64
SPGI64
WPRT64
GTE64
RVP64
TSBK64
SEDG64
WMMVY64
BMI64
GMAB64
EL64
PFS64
ELY64
SXT64
BLX64
LIXT64
RDIB64
CZNC64
WHD64
PAGP64
GIFI64
ALXO64
CFG64
AAME64
FRPH64
ECPG64
MTL64
KLAC64
SHWZ64
SND64
AVLNF64
BCO64
G64
TRC63
MBIN63
SSTI63
FAF63
FOE63
SFNC63
CPRT63
DAN63
FFIN63
CDAY63
UVSP63
ALL63
AAWW63
REEMF63
MET63
DENN63
ISBA63
NL63
CSCO63
CVCO63
RDSMY63
GES63
AM63
PBA63
HTGC63
IFF63
VPG63
DHIL63
MLHR63
TREX63
AVLR63
JPM63
CAE63
KE63
AVGO63
SSBI63
HP63
CCJ63
KEQU63
MIXT63
WDC63
VSAT63
EPC63
TS63
PANW63
GEL63
ASUR63
CUK63
WD63
BASA63
DEO63
RDWR63
FFBC62
XOM62
LECO62
XLNX62
HCCI62
ADI62
IPAR62
CE62
ZION62
FSI62
IR62
PFIN62
MMYT62
ZLAB62
STHI62
WLKP62
USB62
DARE62
ZNTL62
PLYA62
WDOFF62
WASH62
NTRA62
ISDR62
MHO62
WING62
WM62
LIFE62
AXTI62
UGI62
CSTL62
EVA62
BALY62
TM62
MWA62
CARE62
UBS62
VRRM62
THTX62
CFR62
J62
SVT62
BFST62
RSG62
COO62
MMSDF62
RF62
AAL62
WBK62
SHW62
HONE62
RHHVF62
JMSB61
DVA61
HCKT61
HBCP61
TSCO61
EYE61
MGMLF61
UI61
OPOF61
BHF61
WCUI61
PM61
SGH61
NOW61
BOTJ61
FFWM61
MBWM61
C61
PAM61
PODD61
ALCO61
HPE61
AZZ61
CRS61
FNLC61
AOS61
CRH61
MGA61
MORN61
AAPL61
VEEV61
BBL61
ZTS61
SCHL61
FMBH61
NEP61
IP61
OIIM61
PKKW61
ORN61
FIX61
PYPL61
CNF61
DLX61
MICR61
MLI61
ADMP61
HBNC61
DLTH61
IFNNF61
CARS61
VVV61
STRO60
WBS60
ORLY60
SQM60
LWAY60
GBX60
VGR60
PFBC60
ACU60
TD60
CTG60
FLXS60
ZUO60
AAP60
RTX60
BLD60
CTVA60
ISIG60
WTFC60
HEES60
LBC60
IZEA60
SPXC60
IESC60
OTEX60
GRWG60
LGIH60
CSWI60
TYL60
TTEK60
FE60
SHSP60
ITIC60
MAGS60
VMC60
RUSHB60
DHI60
FFIV60
ELVT60
MLVF60
ANDE60
EVRG60
PROBF60
STT60
FTEK60
OSK60
TOL60
CMRX60
ADS60
BTX60
ASGN60
ENB60
QRVO59
GRA59
LYB59
RAND59
CWK59
LPRO59
HPQ59
PLIN59
TEF59
CLBK59
BLGO59
AESE59
KEY59
NDRA59
EBR59
YELP59
MGYR59
AWRE59
CAC59
IFNNY59
FUNC59
GMED59
NSSC59
TTC59
AIZ59
MMSI59
BSBR59
KIDS59
CTS59
HXL59
TKOI59
TNDM59
WNS59
RGP59
SIEN59
CWT59
BHP59
BCML59
PPD59
LBTYK59
GTN59
BTVCY59
NVEC59
OSG59
FHB59
DTEGF59
CFBK59
MTX59
PAA59
ADMLF59
DTEGY59
PAR59
PPBI58
ADOM58
EQNR58
HEP58
ANLDF58
EOG58
EQH58
LBRDK58
VECO58
SNA58
PFC58
GD58
SWIR58
HBAN58
WWW58
APO58
CHTR58
CVGI58
MARPS58
ST58
SBUX58
PLUG58
CCNE58
JNPR58
TDY58
PRQR58
JBT58
ESBK58
CB58
ARW58
STC58
PRTS58
LAD58
WSC58
MDU58
RSHYY58
RS58
ICCC58
FCF58
WAFD58
TLRY58
CLWT58
HIL58
HTH58
ZUMZ58
FRME58
PROV58
TSN58
MWXRF58
FOXA58
PFSI58
WAB58
NETE57
RHHBY57
CNP57
HEAR57
DCI57
CATY57
LIVN57
AUPH57
TZOO57
BANC57
WTI57
SYNH57
STE57
APH57
LFUS57
CATC57
NPO57
TPH57
PGNY57
TNET57
FISK57
MNBP57
ESBA57
FUN57
EVBG57
ESGR57
MOFG57
WRK57
ECOM57
ALLT57
CRSP57
ACM57
RTLR57
SXI57
VVPR57
NOBH57
FHN57
UFI57
ASB57
ATEC57
PKX57
TCBI57
BNPQF57
BNPQY57
IMBBY57
MXIM57
ACCO57
LXFR57
FCN57
NTRS57
MNTX57
AVT57
SWTX56
OGCP56
BG56
SLB56
DKL56
LSXMK56
FGF56
NC56
CF56
STRS56
NMTR56
NICK56
BANR56
LHX56
TMO56
HROW56
LRCX56
DOOR56
UONE56
HDB56
RIBT56
LSXMA56
CTLT56
PKE56
PATK56
GBDC56
NUVR56
ACTG56
FUL56
UBFO56
FFNTF56
BCE56
EFSC56
SKREF56
OSW56
GLDD56
E56
IGMS56
WRAP56
LBTYA56
MSN56
PMD56
MFGP56
FNCB56
WSBF56
HON56
HES56
SSP56
INSP56
GPK56
MDJH56
WH56
PSBQ55
FHI55
PTON55
JCTCF55
YELL55
DGX55
AEL55
WBBW55
HE55
TXG55
PTC55
VLNCF55
CAJ55
LBTYB55
GHC55
SMCI55
APPN55
LBRDA55
THG55
VIZSF55
CYRX55
FN55
AHODF55
ALRT55
AE55
L55
MBUU55
HNNA55
JBHT55
WCN55
NVST55
ENLV55
BR55
TU55
RVVTF55
AROW55
BHC55
PCSB55
MMP55
FULT55
NLOK55
FLIC55
REGN55
KRP55
SCPL55
RPTX55
LIND55
OPGN55
PD55
AWK55
ICFI55
SWKH54
ALLE54
RMR54
SENR54
AMPE54
SFE54
OSBK54
SSYS54
JFBC54
MYE54
MGEE54
CMCSA54
BJ54
ULBI54
AY54
MMI54
DG54
BOKF54
DAKT54
NWL54
NOVT54
TNL54
LOGI54
BMTC54
DGII54
ADRNY54
PPG54
BRO54
MCHP54
DISH54
RADA54
CEPU54
VEXTF54
ITUB54
NESR54
OC54
TXN54
BBIG54
UCTT54
DXF54
EXC54
LIN54
TSRI54
RMBL54
EXPGY54
FLDM54
LBAI54
ACGL54
FMBL54
CBFV54
DXPE54
CRWS54
FMCB53
GPC53
PBI53
OLB53
PII53
CAT53
PAC53
BWB53
FNB53
FWONK53
IDA53
BKH53
NVR53
SNFCA53
CHNG53
CWEN53
GLBZ53
BGSF53
LYV53
MCRI53
HGEN53
PNBK53
KMI53
NATH53
HCHC53
AOSL53
BSBK53
BLRX53
KLR53
CPSI53
EB53
MTH53
ENZ53
AMNB53
TLTFF53
LILAK53
ITGR53
DUK53
ORCC53
BA53
WFG53
GIB53
AMBZ53
BRKL53
CVS53
WB53
IRDM53
EXDI53
STRT53
DLB53
FDP53
IMXI53
SWKS52
IROQ52
INBK52
VAPO52
AWR52
WGO52
DOW52
FWRD52
SDPI52
SHAK52
EIG52
AKZOY52
NCLH52
REV52
CCL52
DESP52
SSNC52
AIMC52
OMC52
VIPRF52
WSBC52
BECN52
BCOR52
EMN52
TRN52
VLMGF52
ALE52
ACDVF52
UCBI52
QCOM52
RBBN52
ELYGF52
NFG52
IBTX52
MDLA52
SMMF52
BIP52
CRMZ52
UNM52
MICT52
ICLR52
FLEX52
PPIH52
SUNS52
AUB52
LARK52
STBA52
NDVAF52
UNH52
TVTY52
ROP52
AME52
AZUL51
FOCS51
LAUR51
ISENF51
INT51
PJT51
BHB51
SWN51
REPYY51
NGVT51
OCFC51
VOYA51
ENSG51
POR51
LNT51
VFF51
VIACA51
TFC51
LILA51
SYK51
AIR51
PLUS51
KMX51
HSY51
JELD51
NWSA51
PBFX51
IBP51
MFC51
OVBC51
RSSS51
APAM51
ASR51
RIGL51
TRSSF51
HARL51
MUFG51
UNVR51
NDSN51
TSM51
OOMA51
BRFS51
CRI51
ARGX51
FSUMF51
FBK51
LMFA51
ETTX51
PUK51
ELP51
UFPI51
HMC51
GGG50
ADM50
HIHO50
IMTX50
FRBK50
HAS50
ALYA50
GSBD50
IBM50
PFIS50
FRG50
LEGH50
FBAK50
OYIEF50
CLIR50
CBT50
HLT50
ACNB50
LPSN50
DIS50
DANOY50
WHR50
EXPE50
PEBO50
NATR50
BRGGF50
PKG50
MASI50
CALB50
FELE50
DTIL50
BBSI50
AJG50
PFIE50
PRK50
MKL50
CRM50
TYHT50
SRCE50
HD50
FMNB50
TSE50
VTOL50
RACE50
FSUGY50
PBCT50
NWS50
HII50
CERC50
PLPC50
CTAS50
TMUS50
XRX49
ABBV49
BASFY49
IART49
CVR49
ABMD49
GDRZF49
CSX49
UTL49
OSIS49
CFB49
PSO49
AEHL49
NFH49
NICE49
BRY49
FAST49
TENB49
PCLOF49
UBCP49
SLF49
RGR49
KNX49
SKM49
TPB49
HOFT49
MUSA49
SAH49
BANX49
COLM49
FSTR49
BL49
FTCH49
AL49
CWST49
LPG49
NSTG49
TSEM49
FSR49
WLFC49
NEE49
WMB49
NHTC49
BMOOF49
TFSL49
MO49
BP49
IBCP49
BKUCF49
SGBX49
MAKSY49
FUSEF49
DOX48
ASPS48
APA48
DLHC48
EC48
LCII48
NX48
LIACF48
DD48
AMS48
TREC48
LAWS48
ZFSVF48
HLNE48
BBIO48
CREX48
IEX48
SBSW48
AIT48
HWBK48
LAZR48
CVV48
PHX48
IDCC48
MATW48
WINA48
RE48
HTLF48
PAHC48
CCK48
ESSA48
EPD48
TWNK48
FLR48
MDT48
HHC48
GSK48
PBIP48
LEA48
CAMP48
TR48
PEP48
OGE48
FOX48
FNV48
BCPC48
CYAN48
CBZ48
SEEL48
AEE48
HGTXU48
PBFS48
FDS47
HOLX47
HELE47
BMMJ47
ELSE47
ZURVY47
SPVND47
QLYS47
GTES47
CVLG47
AXTA47
LCNB47
NLSN47
MNST47
ENBP47
GVP47
KNWN47
ITI47
HNP47
FWP47
MCY47
FMBI47
MMM47
FBHS47
TRV47
KO47
JNJ47
FTV47
TRIP47
EGRX47
ACCD47
SRNE47
ALRM47
AQB47
ATRS47
CGNX47
NTCO47
BSX47
MRUS47
TRVG47
HUBG47
GBCI47
OVLY47
AHNR47
MPB47
CME47
SVVC47
BPMP47
RDCM47
ADDDF47
KZR47
DCO47
NGG46
ANTM46
TLK46
FWONA46
BOH46
DTE46
TXRH46
ALRS46
SBCF46
FTS46
RCI46
WVFC46
HMST46
ERO46
MX46
ZM46
PEG46
MYMD46
HI46
ESNT46
CARG46
SYBT46
NNI46
NRGOF46
TMP46
MMNFF46
NGPHF46
VRCA46
CNA46
CHCO46
NGS46
AGR46
ACCMF46
OPEN46
HOG46
NOAH46
FIBK46
SRDX46
IMBI46
CO46
EVOL46
IEP46
W46
DPW46
EAF46
AES46
SHLX46
GSBC46
FREE46
DB46
OVTZ46
MCK46
SCCO45
HZN45
LPL45
SBGI45
CTBI45
PRGS45
RCL45
ETRN45
SAP45
MCD45
VSH45
ALV45
XP45
ROST45
BUSE45
AIN45
CSSE45
VIAC45
PHM45
ASRV45
EVGN45
NYT45
LII45
CNMD45
FLWS45
UHS45
TSC45
GATX45
VNCE45
MEDS45
TREVF45
ESCA45
WMK45
MTRN45
SOHU45
CVX45
NHC45
WWR45
SSD45
MANU45
BCC45
DCT45
RUSHA45
DLNG45
GILD45
BE45
KBH45
MHGU45
CSBR45
NCSM45
AFMD45
ATLO45
JKHY44
GHL44
ADDYY44
SRTS44
POST44
NOC44
EGHT44
ICE44
FLS44
RDI44
NRIX44
ARKR44
GABC44
JOUT44
V44
QRTEA44
NS44
SCS44
CAPL44
EML44
SFIX44
SYY44
ALK44
HMTV44
BRKS44
TJX44
NATI44
WMG44
WINKF44
MYOV44
QSR44
PH44
MBCN44
SBSI44
ABM44
CHH44
RSI44
CKPT44
LEG44
VALU44
SJM44
BILI44
TGP44
AKAM44
NOVA44
CABO44
OFLX44
XSPA44
MSVB44
ICHR44
ITW44
ALGT43
ABTX43
WOR43
NETI43
IFMK43
ABEV43
MAR43
BEP43
WF43
MDLZ43
WTRG43
LND43
OSBC43
SR43
HBM43
ABC43
UNP43
RGCO43
LSTR43
NVS43
XPL43
CCOI43
SBFG43
UPS43
GECC43
CWH43
TGNA43
LOW43
COMM43
AMOT43
EBMT43
CASA43
HBT43
CALT43
ELMD43
CSTE43
GWW43
CBU43
WSFS43
VLO43
ALG43
ACAN43
SMFG43
BLU43
WWD43
NGTF43
OSN43
BIGC43
TCBK43
DNLI43
AZN43
BERY43
JFU42
KFFB42
CHT42
CRTG42
MOH42
FSS42
ANSS42
WSO42
JOSMF42
CLSN42
SENEA42
VAC42
SGA42
AMAL42
DIN42
TKR42
ETR42
KN42
BELFA42
SPH42
PLMR42
NWBI42
SANM42
PLAB42
DGICA42
BMY42
SWK42
KOD42
EBF42
UEPS42
SON42
TNYYF42
Y42
ENS42
NSUPF42
CQP42
CNO42
BUKS42
SO42
CIEN42
IBOC42
HAL42
XPER42
ESLT42
TRMK42
TDG42
DQ42
SILC42
SCOR42
EDAP42
NSC42
ABT42
HAIN41
CRUS41
LOOP41
NODK41
ARCO41
DJCO41
MU41
MED41
ATGE41
GOOS41
KDP41
TWST41
KTRA41
KWR41
CTSH41
WEN41
IHC41
RLI41
CMP41
OCN41
MLAB41
NMRD41
ATRO41
JACK41
SP41
MAS41
MRC41
NWE41
TBNK41
AEP41
AEZS41
KZIA41
CLRO41
ETWO41
HGSH41
TDW41
GALT41
NTUS41
THO41
FPAY41
MYBF41
MTC41
CLS41
IBA41
PLNHF41
PRMW41
RIO41
BRC41
QS41
CREE41
RZLT41
PDFS41
LINK40
CCF40
BVH40
CBTX40
PRO40
MGLN40
WMT40
HURC40
CNTG40
CCLP40
CPA40
CORT40
ANIK40
MAG40
WILC40
SJI40
IRS40
WISA40
LANC40
HFC40
MBT40
FGPHF40
SUPV40
GWRE40
UG40
SEIC40
XLRN40
PLNT40
TAP40
NBTB40
FORR40
TRP40
NTB40
EEX40
SGU40
ARMK40
MTN40
CERN40
TER40
PSTG40
QUIK40
YNDX40
SU40
WDAY40
SPWH40
AYLA40
UBSI40
AMK40
WWE40
EPAC40
B40
GCAN40
PG39
MSM39
SLGN39
CSGS39
WTM39
USNA39
XOMA39
SCND39
COHU39
XRAY39
GLW39
DBD39
OMAB39
EZPW39
BLKB39
GNTY39
MDC39
NCBS39
USFD39
BSRR39
RYAAY39
YORW39
OIS39
PBTHF39
MSA39
OI39
PTNYF39
CNFR39
KOS39
BMTX39
KNTNF39
BZH39
AMRN39
LUMN39
BGS39
NWLI39
TALO39
HCYT39
CSIQ39
ALJJ39
CLSK39
NVCR39
KEP39
BKNG39
VNDA39
VMW39
LMNR39
NI39
BKR39
GLRE39
JJSF39
AXS39
PNDHF38
CAKE38
BDR38
OEC38
MERC38
KPZIF38
UTI38
BEPC38
RKT38
DUOT38
WRB38
WBA38
CULP38
PB38
HALO38
HSBC38
FDX38
PKLBF38
HCC38
AUDC38
ES38
IAC38
SPB38
TATYY38
MPAA38
BBU38
CPTP38
MA38
NOMD38
NWN38
TRS38
NMIH38
POAI38
FORTY38
UAL38
KB38
PRI38
VFC38
FENC38
THR38
FIZZ38
CWCO38
AMCR38
SJW38
SHG38
NM38
ENV38
ALC38
YPF38
JAN38
CASS38
NEX38
SAFT37
PSX37
TUP37
WEC37
ECL37
SWX37
MUNMF37
HRVOF37
CLB37
VC37
IMTE37
PINC37
NBHC37
CIB37
NR37
VIAV37
RGA37
CRLBF37
FVRR37
CINR37
AVDL37
LUV37
VWE37
CAAS37
FLO37
NVDEF37
RDFN37
STNG37
HEI37
RNST37
QGEN37
BWAY37
LGL37
NTIP37
BPMC37
HSIC37
LINC37
ASH37
INGR37
INXSF37
HMN37
SANW37
AZRE37
CW37
KRYS37
MLR37
CMS37
PPL37
HNI37
ACST37
PHCF37
MMJFF37
TMHC36
ACIU36
MHTX36
BATRK36
CLPS36
NUS36
HALL36
GLNG36
BMRC36
BATRA36
OWPC36
HJLI36
BIPC36
SCSC36
IOSP36
GNUS36
PWOD36
XSHLF36
KBAL36
GLT36
MEOH36
AAON36
AOTVF36
SNEX36
CTEK36
WLK36
AVA36
IBEX36
UNF36
MTB36
KAR36
USAK36
BBD36
AMRX36
BSAC36
GRC36
BWA36
REKR36
BFC36
LMND36
BCDA36
TPCS36
ECHO36
SNY36
BXS36
SRAX36
MRAM36
LOCO36
VIVO36
FTMDF36
CHGG36
AQN36
CRK35
PPBT35
RETA35
DAL35
SGGTF35
HEINY35
CACI35
JBSS35
NTCT35
AXL35
INFN35
INTC35
IGC35
CHUY35
PGEN35
WERN35
NECB35
NFLX35
AMZN35
CHKP35
BBAR35
NEPH35
BTI35
KHC35
RRBI35
EEFT35
CRY35
RSSFF35
OR35
YUMC35
ED35
ASPCF35
DNMR35
OKTA35
VRSK35
TGIFF35
CP35
EDVMF35
AVAV35
INDB35
SABR35
GTS35
MRK35
UEIC35
VG35
PEGA35
KELYA35
H35
HFWA35
FEYE35
SFM35
SOGO35
IBKR34
AGBA34
SKYW34
ATO34
PFGC34
PDEX34
PLXS34
HUSA34
THFF34
GNW34
MNTV34
PINS34
DORM34
ZIXI34
CENX34
TAYD34
LMB34
WCEXF34
VIR34
NJR34
EHC34
PLAN34
ELAN34
DMKBA34
DSPG34
CCBG34
QTRX34
K34
PGR34
KRTX34
KINS34
AJRD34
KMT34
SGLB34
TTMI34
LVRLF34
ARTNA34
PEN34
QFIN34
FISV34
PRIM34
SPTN34
RCUS34
BLL34
ESYJY34
GBLI34
CMCO34
FMAO34
MFG34
AC34
LQMT34
XBIT34
CIG33
HSC33
TIGO33
KBNT33
NEO33
VST33
SLGL33
PWFL33
FMS33
CSPI33
PPBN33
MANT33
EAT33
NES33
ZEN33
IMAC33
SREV33
OFIX33
KEX33
BBDO33
HKHHF33
MMS33
PNM33
INO33
SIEB33
SRE33
LTRPA33
NRC33
AWCMY33
KOP33
DY33
BIG33
MCS33
EQT33
ESSC33
CWBR33
NUVA33
MLP33
IIVI33
EA33
VISL33
TRST33
BLILF33
ATRI33
RESN33
CHDN33
TKGBY33
ATSG33
STZ33
SMTC33
NWFL33
HCSG32
ALIM32
ASTE32
GAIA32
LIVX32
SQNS32
RBA32
FDBC32
GL32
PMCCF32
NEOG32
LYBC32
D32
CYD32
CBB32
BONXF32
SIRI32
HA32
AZEK32
XEL32
BHE32
SMIT32
CBSH32
TARO32
ARLO32
MAPS32
DISCK32
PRAA32
FLT32
ZGYH32
OSMT32
VRME32
WPM32
HNGR32
IRBT32
BOXL32
ORGS32
CHNR32
AMPH32
RMAX32
LTRX32
TSCDY32
PGTI32
UTMD32
ROL32
CIA32
LEMIF32
EIX32
OMEX32
AVAL32
SMSI32
SPLK32
VNTR31
SPCB31
USPH31
APD31
IHG31
BRLI31
ADMT31
MCBC31
GAXY31
EPIX31
VRSN31
TELA31
FRGI31
PSMT31
BJRI31
WLDN31
BYND31
AP31
KMB31
AVEO31
LATN31
BEGI31
GBLX31
VIRT31
MLAC31
SGEN31
TWOU31
GLEO31
JAMF31
BFAM31
PRPO31
ODC31
GNTX31
CSVI31
AGX31
ALAC31
YRD31
CEVA31
COLB31
HOMB31
CSII31
TCX31
MTCH31
FARO31
CBRL31
AMBC31
EBIX31
JOBS31
HKHHY31
EFLVF31
HLF31
REPX31
WTTR30
AQSZF30
CMI30
CENT30
TRT30
AROC30
BDX30
JBLU30
TAUG30
BBY30
MBII30
INS30
UVV30
ACEL30
NTGR30
STKL30
GNRS30
BFI30
EQ30
RYB30
ALID30
CHAQ30
OSTK30
OSH30
EVOP30
HRMY30
ACMR30
REX30
CURLF30
UL30
FRO30
MCMJ30
MNRO30
CNI30
AUTO30
GIS30
KODK30
EGAN30
GCMG30
ZYME30
CVBF30
SGC30
SAVE30
SII30
NJMC30
OGS30
FORM30
SAIL30
CL30
VOD30
CSGP30
ORAN30
FEIM29
HUN29
DFNS29
LITE29
LNDC29
ALDX29
MRNS29
MAXR29
NOVN29
PCVX29
IVC29
FTI29
CUEN29
VEON29
PCTI29
PNW29
UTSI29
BANF29
FOR29
TRMD29
NXEN29
GGAL29
PAYA29
IIIV29
CHPM29
SMTS29
AIRI29
BFLY29
CIBEY29
THCA29
DLTR29
SHEN29
CNXN29
VZ29
LIVK29
KNSL29
CHRW29
LIZI29
BELFB29
CASY29
CYSNF29
NINE29
QNST29
VLGEA29
CENTA29
PCYG29
SNP29
SFTW29
GRTX29
ITRI29
GDOT29
OLLI29
SUZ28
SYBX28
LZRFY28
GFF28
GNSS28
PENN28
ONB28
NNVC28
LBRT28
RNR28
TREB28
CCAC28
UVE28
TK28
HL28
OBSV28
GENC28
PLM28
WU28
TNC28
SOAC28
KMPH28
SOS28
MKSI28
WDFC28
DVCR28
VCYT28
ROCK28
ABUS28
PDCO28
DMRC28
VIV28
SCVX28
RPAY28
WNC28
AKTS28
COHN28
ISCO28
FDMSF28
DZSI28
UBER28
FUSE28
REYN28
IDN28
ATR28
SWM28
STIM28
LMT28
FICO28
RETO28
DHT28
PLG28
IAA27
OMER27
RGLD27
SRLP27
RPM27
CHD27
CFFN27
CRCUF27
REPH27
FISOF27
RBCN27
ADCT27
WABC27
HGGOF27
NP27
HUM27
CXXIF27
KL27
MTRX27
OLED27
MCFT27
MACK27
BKI27
AERI27
INSW27
DFPH27
ITCI27
SATS27
T27
CXDO27
QTRHF27
HQY27
BTRS27
TAK27
FANH27
WLTW27
BAH27
MGRC27
NGVC27
VEC27
CAH27
STRRF27
TTCF27
ADMQ27
LJPC27
CNC27
NMR27
RUN27
CMPR27
MGTX27
AVCO27
AXIM27
AGCBF26
ENTA26
ALBO26
MRKR26
SMP26
APEI26
GURE26
LAKE26
HY26
GWGH26
BDSI26
LYTS26
WINR26
NPK26
TENX26
FI26
MYSZ26
LPTX26
NCNO26
AMGN26
NGM26
TPC26
AXGN26
CNX26
TLRS26
BGNE26
CI26
RVNC26
KRRGF26
CERS26
SSB26
WEX26
CCM26
LDOS26
RAD26
SPRO26
GLMD26
ARWR26
DWSN26
PING26
ADT26
GSAH26
RDHL26
JFIN26
AMSLF26
OSUR26
JRVR26
MBOT26
CCHWF26
HSDT26
PVCT26
KVHI26
APM25
EXK25
ARMP25
TPIC25
SAIC25
SHI25
AEIS25
AIKI25
TKC25
PFHO25
CRMD25
CODX25
SA25
RLGT25
KTOS25
NVGS25
MKC25
LPCN25
TOUR25
RLAY25
BTB25
MNTR25
SNDR25
ECOL25
COBCF25
SPNS25
FBIO25
TFX25
CPIX25
CNET25
UTZ25
CPWR25
MKTX25
RDY25
MTOR25
DISCA25
ATVI25
ZYXI25
INDO25
HRL25
GASS25
FTFT25
OGEN25
KELYB25
VOXX25
PLOW25
ANIP25
CLW25
NVFY25
OVID25
ZYNE25
CAG25
ALTO24
SYN24
ICUI24
LZB24
ISR24
PETS24
PHAS24
UPLD24
PTNR24
MUX24
NPTN24
CIR24
UFCS24
TG24
RNWK24
AMSF24
TTWO24
ZBH24
NOV24
ITOS24
MEIP24
GTBAF24
HURN24
VNRX24
SILK24
PUMP24
OPTT24
CYCN24
SROYF24
TCNNF24
ICD24
CAPR24
LRMR24
LASR24
SRT24
JMIA24
EYEN24
SNES24
ANAB24
ULH24
MGNX24
ATGN24
FIS24
MHH24
ATNI24
ELA24
VCNX24
OONEF24
ENIA24
NEU24
TDAC24
TMQ24
RCM23
LOPE23
PDPTF23
STRM23
AZPN23
ATHE23
CHE23
BUD23
ADMS23
RES23
CDK23
NMTLF23
MAGE23
CANF23
MAKOF23
SRI23
APPF23
EXTN23
ERIC23
APVO23
TGS23
AYRO23
GIGM23
TDS23
SRCL23
INFU23
REGI23
TEVA23
BWXT23
JD23
CVU23
HOFV23
BMA23
PHI23
CLCN23
IMGN23
TOPS23
FRPT23
SSRM23
BV23
KIQ23
COFS23
AG23
ALSN23
OSPN23
SUPN23
NEM23
CIZN23
UAVS23
VTRS23
TACO23
VERO23
ONCY22
LGND22
DJIFF22
DLAKY22
UWMC22
ARAY22
ORA22
PAE22
SOLO22
PSN22
STRR22
NSFDF22
PGEZF22
LHCG22
BLDP22
PBTS22
AFYA22
ACA22
SRAFF22
EPAY22
CLOV22
SPNE22
CS22
GEG22
CNNE22
NXGN22
GCP22
TIMB22
AHCO22
KALV22
ZG22
CVET22
GOSS22
CTIB22
JAZZ22
TIKK22
ZSAN22
TBLT22
CETX22
KTCC22
PTOTF22
SIGA22
AKBTY22
BAX22
AVYA22
AIM22
ADXN22
SNN22
PCRX22
YVR22
SEAC22
AUNFF21
ESE21
CHMJF21
RPRX21
PRPL21
CYCC21
PKOH21
LW21
WATT21
HLX21
MTBC21
MODN21
RGS21
SOBR21
BCH21
AGIO21
VERY21
SFT21
REPL21
ENR21
OPRA21
CARA21
LTRN21
POWL21
BKTI21
GPN21
ADUS21
CWMCF21
ALPN21
SFL21
KRO21
SCL21
CPS21
PRDO21
CHPGF21
USM21
DK21
TGODF21
PSTX21
LSEA21
SINO21
SCYX21
EIGR21
DYAI21
USX21
SILV21
TMX21
SAND21
MMX21
GDDY21
BOOM21
OPK21
Z20
COSM20
WYNN20
GMDA20
USAU20
NTES20
AUBN20
AREC20
COG20
BMRN20
TSGZF20
ICAD20
ACRX20
NWPX20
EMX20
NBIX20
CPB20
CNNEF20
PRTK20
CLVS20
ADXS20
AGI20
MBIO20
AFI20
BIOAF20
TCLRY20
ZNH20
DISCB20
AVD20
AIHS20
IPCIF20
VKTX20
VRNA20
PGTK20
APLT20
UURAF20
BIDU20
SOI20
MIND20
CMCM20
AGE20
RNG20
GH20
ACIW20
CTSO20
YTEN20
MDWD20
INSG20
GFGSF20
CYTH20
KMPR20
IPDN20
SGMO19
TMBXF19
ANDR19
PCAR19
AMYT19
EXAS19
SDGR19
TETOF19
NEXA19
ATHX19
PRGO19
DRD19
IGEN19
GPRK19
TPRFF19
DRNA19
IMH19
HTHT19
CIH19
PTN19
NRBO19
HSAQ19
PRG19
RWLK19
GSIT19
VERX19
MRTN19
RXMD19
CBDY19
CLX19
NMLSF19
EVI19
NARI19
COGT19
STNE19
ATCMF19
PVG19
MTP19
HTLD19
TEO19
MSGS19
MAIFF19
VINC19
AMTI19
XTNT19
ALRN19
IVAC19
STRA19
CALM19
AIRG19
ZCMD19
KDNY19
FTDR18
IONS18
BNFT18
CNK18
IMAX18
HBB18
AMSC18
IPGP18
CRON18
PCSA18
ATUS18
QTRRF18
PKTX18
IVFH18
VRTX18
VPLM18
OSIIF18
PLRTF18
RGNX18
INCY18
RGLS18
AKTX18
PT18
MPX18
CECE18
WRHLF18
IMMR18
ANPC18
ARTL18
ZNGA18
MPLN18
CHRS18
TESS18
GARWF18
TKRFF18
BNTC18
GTH18
FOLD18
BHTG18
TCMD18
AMXEF18
FIOGF18
AQST18
FBRX18
AVNS18
DNOW18
GOL18
ESP18
ADV18
WVE18
FONR18
NBY18
RMRDF17
AGFS17
LYL17
XNET17
SFET17
PBF17
AUY17
EURN17
TAOP17
SNDX17
COLL17
HKIB17
INLB17
ASM17
GAN17
PHAT17
FMC17
PSTV17
RARE17
AEM17
KAMN17
KERN17
MESO17
GOLD17
BCOV17
VS17
OPXS17
PCG17
EKSO17
GFI17
ASND17
ANNX17
CEA17
TNP17
KITL17
DCNNF17
XGN17
ITRG17
SXTC17
USEG17
PTCT17
IMIMF17
SPOT17
XIN17
KLDO17
GHM17
SMED17
TRUE17
LL17
SIOX17
MIST17
REAL17
AMWD16
TDOC16
GRUB16
ONVO16
ZTO16
INPX16
TNK16
TSKFF16
PED16
PROF16
HX16
PESI16
PAAS16
ELEMF16
GNE16
CNSP16
OILFF16
RNA16
GENE16
MTNB16
SEED16
HTBX16
MINM16
WIX16
CPAC16
MNPR16
ARKO16
YEXT16
NVCN16
BAND16
NNBR16
THS16
SRPT16
TIGCF16
CGAU16
ALT16
TCCO16
TYME16
FCAP16
KMDA16
QD16
MRTX16
ARCE16
RAMP16
TRHC16
CTXS16
WEI16
AMMJ16
FSXLF16
VTVT16
APDN16
LBUY16
INZY15
HAE15
TPTX15
OCUL15
UNAM15
HUGE15
NBEV15
ASPU15
COCP15
BKYI15
GRVY15
NRXCF15
RDUS15
PHG15
PYPD15
CANN15
AUMN15
ZEAL15
MSGE15
XNCR15
MTA15
CCMP15
JG15
GTMAY15
TCON15
ERYP15
LFC15
SOTK15
GRFS15
SMDM15
DADA15
KNDI15
ANGI15
TMRC15
AUIAF15
CDE15
ALLK15
SING15
CALA15
ONCT15
CXBMF15
JRJC15
CFRX15
CWBHF15
QMCO15
DNB15
ASC15
ITMR15
XPHYF15
HIMS15
CDLX15
RKDA15
QIWI14
SVRA14
GBIO14
ATRA14
SSKN14
VHC14
DNCVF14
SLRX14
PSNL14
AAMC14
IPNFF14
QURE14
EXEL14
AGLE14
FIXX14
LCI14
CLVT14
APTX14
PHUN14
CMCL14
RCKT14
BABA14
COUP14
NAVB14
VJET14
FTK14
MOTS14
STSA14
DXR14
SPHRY14
RCEL14
LBCMF14
LX14
SCPH14
ARQT14
SMG14
WYY14
BBI14
HFFG14
KGC14
CBIO14
AAOI14
GRWC14
PLAG14
ERIE14
NULGF14
SINT14
UGP14
ACB14
ATIF14
GXSFF14
ZEST14
TRIT13
DRQ13
FIFG13
WKEY13
CNBX13
CVI13
AASZF13
MREO13
NVTA13
ACER13
VVNT13
NG13
CMXC13
AVCT13
CUE13
SLP13
WFCF13
AWH13
IVA13
SGSVF13
GTHX13
ENDP13
NISN13
WKHS13
QUOT13
INSM13
BFRA13
XPO13
QTWO13
GNFT13
MDGS13
BLI13
FUSN13
SIBN13
EXMGF13
SBS13
OBCI13
PETQ13
RLGMF13
CXDC13
ETNB13
ITRM13
HEXO13
NFE13
BNR13
THCBF13
BLCM13
SKLZ13
SFUN13
CYTR13
BMRA13
LOMLF13
NYMX12
DCSX12
DTSS12
MLSS12
MNRLF12
CGC12
ADPT12
PTRS12
BEDU12
MOMO12
BBSRF12
URGN12
GRPN12
WW12
APT12
GERN12
AIH12
GNPX12
LQDA12
MRCY12
PZG12
BDCO12
ALLXF12
OCUP12
EVLLF12
THMO12
CLBS12
NBYCF12
DCTH12
AIRRF12
VIOT12
VGZ12
HMY12
LOGC12
DRIO12
NXTC12
ITCB12
CBLI12
RVMD12
PHIO12
NCMI12
EBS12
GB12
KNSA12
SNCR12
LFVN12
MTEM12
SPOK12
CTGL12
ARVL12
TMBR12
AGTC12
ABEO11
NVIV11
TTOO11
COGNY11
GNCA11
QDEL11
NCPCF11
THMG11
CELP11
BORR11
KSHB11
BUDZ11
ACOR11
ITP11
GOEV11
FLNT11
AXLA11
GKOS11
TBPH11
XFOR11
JNCE11
EDSA11
HRTG11
TGTX11
AYX11
YMAB11
ZVO11
IPHA11
XL11
OESX11
CBWTF11
MJHI11
DMS11
NKTR11
NIU11
QBIO11
ADTX11
RMO11
HOTH11
SNOA11
MSC11
ABIO11
CLXT11
HBORF11
MARK11
ROMJF11
EGO11
ADMA11
BTG11
ACHV11
CPPXF11
MIMZF10
WDDMF10
TVTX10
RGRX10
PBYI10
NSRPF10
VNET10
AUTL10
BWEN10
MGTA10
SURF10
NEWP10
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