【2021/08/07】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

2021-08-07 2021-05-07 2021-02-07 2020-11-07 2020-08-07

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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CDW69
IMKTA69
UCTT69
GPS69
NIOBF69
PKBK69
GTES69
CWK69
CHMG69
NWSA69
ADBE69
ORI69
UNTY69
GFL69
PSXP69
ANET69
HSTM69
QCRH69
NRIM69
CRS69
ENTG69
AVY69
PBR69
ZION69
MTD69
AATC69
DS69
IMPUY69
NSIT69
BCOW69
TUSK69
HROW68
WHD68
ARTW68
AGCO68
MAN68
TTD68
ADMS68
ADDDF68
TSBK68
BFIN68
GCBC68
LAC68
SRRK68
GTX68
SUN68
HRZN68
EPC68
HOPE68
KDMN68
CMRX68
ACDVF68
FPAY68
IQV68
OSW68
BRBR68
PXD68
FND68
IDEX68
VMI68
INSP68
HESM68
TS68
CODI68
PLUG68
ALTR68
MIXT68
NRGOF68
VVPR68
TEL68
FGF68
LYFT68
SIGI68
BCML68
SAFM68
CC68
SPFI68
LIND68
APG68
RBKB68
NWS67
DHR67
FFBC67
HP67
PFS67
MCO67
SPI67
GWRS67
CLDR67
HES67
CNSL67
VECO67
CSTL67
BCO67
BSM67
KBR67
REEMF67
WBS67
JBT67
IGMS67
BAC67
EMR67
MATX67
LH67
AFL67
HCAT67
SLGG67
EML67
SWTX67
EYPT67
FFIN67
HZNP67
EL67
BSMX67
OCC67
NL67
KRNY67
BWB67
NM67
GOOS67
PHNMF67
BK67
WNEB67
AVNT67
ITT67
CLH67
SAMG67
FMBH67
ATCO67
BPRN66
DAN66
MBIN66
BCYC66
NTR66
ACU66
EFSC66
BCSF66
QNTO66
ATEC66
FL66
CFG66
YUM66
SBT66
CPK66
MEI66
SAR66
INFO66
VGR66
EXPD66
LNN66
SLAB66
CATY66
NRG66
CIX66
PFG66
FSK66
ADS66
SBH66
ABB66
GM66
CFR66
GLGI66
LKFN66
ADIL66
ANIX66
APYX66
RMBI66
GROW66
STN66
FIVN66
ITGR66
DHIL66
PI66
PAGS66
HIFS66
IRWD66
IPIX66
DLX65
HONE65
AOSL65
ADP65
DEO65
TECK65
MLM65
ICCC65
FCCO65
GDNSF65
DUOT65
SMAR65
PGNY65
HTGC65
SEDG65
SLB65
PFBC65
GGB65
ROAD65
TALO65
FRAF65
BECN65
JVA65
WTFC65
GTN65
DELL65
ROK65
LWAY65
XOM65
MTG65
WHLM65
KW65
GIC65
KNOP65
NKSH65
FRTA65
NEWT65
GMED65
SAL65
CREX65
MOD65
FOXF65
RDVT65
VCRA65
SQBG65
JPM65
GEF65
WEYS65
RTX65
SSP64
ESQ64
SCOR64
FGBI64
BSET64
DOOO64
TRU64
DVA64
EBTC64
CNF64
UGI64
SPXC64
FFIV64
AZO64
GPI64
IX64
BIO64
MBWM64
RY64
TRQ64
GPRO64
FSI64
GOLF64
BFST64
FLIC64
BDC64
OIIM64
PFBI64
EBR64
POOL64
BBDC64
GRA64
TROX64
AVLNF64
LMPX64
PANW64
MEDP64
CZNC64
BNS64
TRTN64
AMOV64
PKX64
BLK64
AFMD64
FRPH64
ELF64
RF64
PPBI64
MAIN63
BEN63
OMQS63
TRIP63
PTR63
OSH63
NATR63
SEE63
PFE63
UFI63
MLHR63
LPRO63
OTTR63
TM63
HEOFF63
INBK63
PZZA63
LILAK63
FCF63
PAGP63
NINE63
WASH63
HXL63
AXTI63
ESGR63
ACN63
APO63
JMSB63
KEY63
PHX63
NVEE63
LBC63
AMX63
GLOB63
ECPG63
TCBI63
ZLAB63
CPRT63
BLX63
FTHM63
LAZ63
ARBV63
KE63
BANR63
BBIO63
RELX63
FB63
AWRE63
RNDB63
AZUL62
PCOM62
USLM62
WSC62
VRNS62
NSP62
BKSC62
IIN62
HBNC62
AIR62
WSTG62
NETE62
SCI62
NYCB62
TCPC62
KSPN62
ARD62
CTS62
WSM62
MXC62
BEEM62
CTIC62
IZEA62
ZKIN62
TSLX62
KZIA62
ROG62
MOFG62
JOSMF62
RVP62
MWA62
ARW62
DKL62
NVST62
PROV62
ULBI62
HWKN62
JHX62
SFIX62
AMSWA62
KOS62
UI62
FREE62
VRNT62
WB62
BOKF62
GVP62
TD62
C61
DESP61
FULT61
AGM61
CCL61
BHF61
WAFD61
BABB61
FBC61
PFSI61
TXG61
YELP61
KPZIF61
AZZ61
USB61
NEX61
SELB61
PCSB61
FRME61
INFU61
VVV61
BMI61
LBAI61
CWT61
FSFG61
TDW61
MSFT61
MMC61
SNPS61
FUN61
CNAF61
PFC61
GD61
NICK61
MTSI61
LECO61
MET61
LILA61
PBA61
PBFX61
BRKL61
CLBK61
COMM61
INT61
CHWY61
CODA61
FNB61
SXT61
GBX61
LTRPA60
GHC60
BSBR60
CHRA60
DTIL60
SHSP60
TYL60
IGIC60
ARNC60
HZO60
ALYA60
EVA60
HBCP60
SRDX60
SPGI60
WLKP60
MMSI60
CPSS60
CRSP60
KSU60
VEEV60
STT60
HPE60
LULU60
SBUX60
EVTC60
STRL60
ELAN60
ZTS60
MAGS60
LINK60
SNBR60
ADI60
ODFL60
FWP60
CBFV60
SEEL60
ORLY60
FUNC60
SRAX60
HLT60
CTG60
CFBK60
IP60
HBI60
RLGY60
ASB60
VXRT60
IFMK59
ASR59
HTH59
RIGL59
PSO59
CNMD59
MED59
DGII59
KEQU59
MGYR59
BMTC59
EXDI59
ORN59
TPVG59
HBAN59
VIACA59
NMTR59
HEES59
EQH59
PKE59
EDN59
ASGN59
AVT59
ALL59
BC59
FAF59
ANDE59
FNF59
CDZI59
GIFI59
ALTG59
SPSC59
GES59
MTX59
TTC59
CCNE59
FSUMF59
SSBI59
UBS59
MDU59
ADSK59
ISDR59
VPG59
CFB59
GRBK59
ALCO59
E59
PM59
APA59
BLDR58
MU58
QUIK58
TDY58
REPYY58
ZNTL58
OSK58
FIX58
TWLO58
NTRS58
UNM58
SYNH58
SRRA58
AUB58
EYE58
MGA58
FHN58
RTLR58
LHX58
BBL58
COHU58
LXFR58
NFG58
UONE58
EEX58
CAC58
WBK58
TSE58
KTRA58
CARE58
AVGO58
VRRM58
HTGM58
GMBL58
FRBK58
NPO58
CDNS58
MBUU58
BRY58
RSG58
PBCT58
ECOM58
ZUMZ58
CLSH58
BERK58
SBGI58
DXF58
NRIX58
NVAX57
INUV57
EXPE57
BHP57
BHB57
MFGP57
PAA57
XLNX57
LSXMA57
PPD57
ATUSF57
HUBB57
LARK57
SPKE57
FNCB57
ETH57
SITE57
COST57
MICR57
FSR57
DARE57
BANC57
AAP57
ENB57
FCN57
TEF57
AOS57
RIBT57
RHHBF57
ELTK57
CORE57
OSG57
WM57
BIIB57
ACST57
CVCO57
HEP57
QRVO57
WSBC57
KMI57
CATC57
LSXMK57
RDN57
STBA57
QRTEB57
CTVA57
MAR57
ASUR57
HCKT57
CLB56
SNA56
TSC56
BNCC56
ATRS56
AVLR56
SKM56
CHTR56
L56
CAMP56
CSCO56
DOGZ56
ITIC56
CF56
SRCE56
STM56
NCLH56
DLTH56
LPG56
MPB56
HE56
TRC56
PRQR56
SMMF56
WNS56
CSV56
LOOP56
SMCI56
IBCP56
WSBF56
KR56
ESBK56
VLO56
CYRX56
ZUO56
MYO56
NVEC56
CNP56
LPL56
HMC56
TFSL56
HPQ56
PTC56
GLOP56
PTON56
GLDD56
RBC56
CE56
GAXY56
GMAB55
WH55
EXPGF55
IRDM55
ALIM55
BASA55
SNFCA55
UBFO55
MELI55
VIAC55
AZPN55
HEAR55
RDWR55
OTTW55
NSSC55
CLWT55
MORN55
RCL55
RDSMY55
OCFC55
DSGX55
SXI55
FMBM55
CHH55
EAF55
BP55
FSLR55
PBI55
WING55
PYPL55
IBTX55
FOXA55
DENN55
MCRI55
CWH55
RDCM55
AEL55
ALRS55
HI55
HON55
PAM55
THG55
IMBI55
STRO55
NUVR55
MEXGF55
ACM55
FE55
MXIM54
NWYF54
DTMXF54
ENS54
TXN54
ACTG54
MMI54
CRH54
CMCSA54
MTL54
APH54
SEB54
RBBN54
FNLC54
NLSN54
AON54
IFNNF54
EQNR54
RMR54
MGIC54
ITUB54
LBRDK54
TTEK54
FWRD54
CSWI54
IART54
NGS54
ACIU54
RUSHB54
TNL54
BCOR54
BPMP54
RDI54
IFF54
ANTM54
AEG54
ICHR54
BCE54
FHI54
CME54
UNVR54
WMB54
KTHN54
AMBZ54
FMBI54
NFH54
STC54
WAB54
BA54
MGEE53
MOH53
OMC53
NOW53
FMNB53
SHW53
CRWS53
CTLT53
ENSG53
DLNG53
ALMTF53
XPER53
AUTO53
BG53
AAWW53
ALLE53
TPB53
GALT53
LINC53
BRFS53
GBCI53
SP53
DISH53
LGIH53
BCDA53
LEN53
NESR53
BOH53
WRAP53
EIG53
DCI53
AMNB53
RS53
PRO53
KMX53
MASI53
PMD53
DAKT53
G53
NHTC53
IR53
QRTEA53
MBCN53
ST53
ACCO53
JAN53
HMTV53
NSTG53
QFIN52
CALB52
UHS52
VSAT52
XOMA52
PEYE52
ITCI52
VMC52
EVRG52
FBK52
OC52
OIS52
ABEV52
TLRY52
AWR52
JFU52
ALE52
ENZ52
CAJ52
TFC52
UTL52
HTLF52
UTI52
ALXO52
LBTYK52
NGVT52
SWKH52
ARCO52
MTN52
GBDC52
MYE52
HCHC52
AROW52
MCS52
MYOV52
EMN52
AAPL52
AIMC52
ICLR52
LCNB52
BJ52
FMCB52
CBZ52
EPD52
UCBI52
FFNTF52
UNH52
HHC52
SMTS52
MLI51
ACNB51
FN51
BBU51
LAZR51
MFC51
ALK51
DQ51
PJT51
NEP51
STE51
BABYF51
TREX51
VOYA51
REPX51
NXTD51
BIOL51
CLPS51
AP51
GPC51
RGR51
FFBW51
BSBK51
GSBD51
IBTN51
SBCF51
FBAK51
KALV51
SU51
LBRDA51
TU51
BR51
AIZ51
CTAS51
CO51
DWSN51
PRK51
SFE51
ABTX51
LYB51
ESSA51
PPIH51
FSTR51
XRX51
CCOI51
BRKS51
AME51
MATW51
MMP50
FLS50
HSY50
SAH50
HII50
BUSE50
JNPR50
NDVAF50
DUK50
NHC50
J50
PAC50
SENEA50
LND50
HAL50
ACGL50
TMP50
IEX50
GPDNF50
SYK50
NTUS50
CARG50
FUL50
RIO50
KEP50
VFF50
PH50
PFIS50
FMBL50
BLD50
NLOK50
MRUS50
GIB50
DOW50
BANX50
ESYJY50
FDP50
CCLP50
CB50
OTEX50
LAD50
CAPL50
STRT50
GHL50
SHLX50
BCPC50
EDAP50
HWBK50
TTCF50
CYBR49
LIFE49
CARS49
TSRI49
CLSN49
DHI49
XENE49
ARGX49
FELE49
RSSS49
CDAY49
BBIG49
GPK49
CPA49
MCY49
HDB49
ROP49
EBAY49
BHC49
TVTY49
H49
ALRM49
PEBO49
PD49
SABR49
BIP49
ABMD49
CTEK49
MCHP49
GLNG49
MCK49
LBTYA49
TRUP49
ORCC49
LIN49
ADMP49
AWK49
KCLI49
CVX49
FLXS49
CNA49
OVBC49
CHNG49
PFIN49
ACCD49
FIBK49
RHHVF49
FRG49
MDT48
TSCO48
ZM48
ASRV48
DANOY48
GGG48
OOMA48
MNBP48
VTOL48
MERC48
INFN48
TNET48
WRK48
BGSF48
CRNX48
ELVT48
LNT48
IDA48
BKH48
NVR48
WCN48
PBIP48
SGBX48
BLKB48
TSM48
CAT48
AMAL48
KMPH48
FOCS48
REGN48
POR48
PLPC48
COO48
MUFG48
HLNE48
PFIE48
SBSI48
WSFS48
DGX48
MTC48
CVR48
EXC48
LFUS48
CBTX48
TPH48
MHGU48
EXPGY48
SSNC48
TCBK48
ALV47
TRN47
TSEM47
RGP47
IEP47
AMPE47
NWL47
MKL47
V47
CGNX47
SWKS47
BASFY47
PPG47
STRS47
PRGS47
PRA47
MHO47
NC47
MRC47
ATNF47
LAUR47
TMO47
AYLA47
THR47
TENB47
ALJJ47
PUK47
SVVC47
AIN47
TDG47
LAWS47
PLUS47
CHCO47
SGU47
DLB47
ISSC47
DCO47
ROST47
DIN47
PAR47
NATH47
NODK47
WINA47
SANM47
NTCO47
GSBC47
SCS47
CRY47
AJG46
IBM46
RCI46
JCTCF46
FAST46
TER46
DG46
SGLB46
SLGL46
MTRN46
PSX46
AJRD46
ABBV46
AL46
KNX46
GDRZF46
DB46
RPTX46
LEA46
TGNA46
ISUN46
CVS46
MO46
CBT46
JBHT46
IBOC46
ITI46
AEZS46
ELP46
SAIL46
ALGT46
EAT46
SQM46
HBT46
PLAB46
WF46
KO46
NICE46
APPN46
ERO46
HQY46
SYBT46
ADM46
KB46
VG46
VALU46
MMM46
TMUS46
ELSE46
SUNS45
ATLO45
TRMK45
BSX45
TTE45
AEY45
COLM45
DJCO45
HBM45
PATK45
BRO45
WWW45
LEGH45
WVFC45
ICE45
CLRO45
IHC45
SDPI45
SPH45
CCM45
UAL45
DIS45
CBMB45
TXRH45
PBFS45
BBSI45
ICFI45
TOL45
MUSA45
SLF45
ETSY45
BSRR45
SHIP45
FWONK45
NOVT45
KWR45
AY45
BE45
DD45
SVT45
CWST45
PKG45
CHUY45
VNDA45
SR45
SBFG45
BRP45
HNNA45
EPAC45
AVYA44
USAK44
XRAY44
TBNK44
CBU44
WGO44
FOX44
AES44
NX44
CPSI44
IMXI44
DTE44
MDLA44
EBMT44
GATX44
OSIS44
SJI44
PII44
TR44
RE44
USFD44
FTCH44
SIEB44
HD44
WTRG44
NMRD44
JNJ44
GLRE44
DOX44
HMST44
EQFN44
FRGI44
DRNA44
NDSN44
ARMK44
EC44
MLAB44
NS44
EVBG44
KZR44
IBP44
TRV44
UBSI44
DKNG44
CALT44
TIGO44
TLK44
PDEX44
NWBI43
BWAY43
ETTX43
SRTS43
GABC43
PEP43
APAM43
ABC43
MARPS43
CINR43
VAC43
NATI43
IMAC43
ESCA43
IIVI43
CRI43
ESNT43
TWST43
Y43
HSBC43
RUSHA43
HAS43
PRGO43
EQT43
TREC43
OVLY43
LIVC43
CVLG43
GSHD43
WW43
BRC43
EEFT43
HIL43
CWEN43
TJX43
WWD43
CNK43
NBTB43
HCC43
CASA43
NARI43
ANSS43
CTBI43
PWOD43
KRYS43
NOC43
QCOM43
REGI43
HA43
RYAAY42
MGLN42
SNEX42
GSK42
FLEX42
NGG42
TOUR42
NNI42
RETA42
HOFT42
SHG42
NGM42
SHAK42
USNA42
FTV42
UPS42
ABM42
CRM42
MSVB42
BMY42
KN42
WAFU42
WMG42
PAHC42
KEX42
ATGE42
GWW42
FORR42
HKHHF42
STRR42
NJR42
JJSF42
OI42
ELYGF42
HEWA42
OGE42
TRP42
HOG42
DVCR42
CRTG42
CSX42
FNV42
ALRT42
DAL42
WOR42
STNG42
PEG42
MX42
CORT41
ARCT41
CBKM41
LCII41
FSS41
MTB41
RYB41
RACE41
BKR41
OWPC41
FTS41
VRCA41
CKX41
CLS41
STKL41
SYBX41
FLDM41
ANIK41
OLB41
GRTX41
TKR41
CRK41
LII41
RGA41
ACEL41
PODD41
HFC41
IDCC41
AOTVF41
NTB41
FDX41
TNDM41
CHT41
CLIR41
CMP41
DOOR41
AE41
RZLT41
JBSS41
CREE41
UNP41
LOGI41
MSA41
AIT41
MSM41
SSYS41
CNO41
AVA41
VNTR41
VSH40
UFPI40
LMNR40
RLI40
ANIP40
IIIV40
MEOH40
TRMD40
ABST40
CCBG40
IVC40
SIRI40
DNMR40
MCD40
AESE40
SPB40
TWNK40
UG40
NWN40
BERY40
SOS40
NVCR40
AEE40
AGR40
MA40
BGNE40
CAKE40
EBIX40
LUV40
WTM40
SAP40
OVTZ40
ETRN40
BBD40
SEIC40
GECC40
CIEN40
BILI40
KBAL40
CP40
PLNT40
TGP40
PNBK40
SCCO40
MNST40
PRMW40
SO40
IRS40
SILC39
PCTI39
HSC39
PB39
HFWA39
SJW39
SWX39
BKNG39
SGA39
MTH39
TRS39
CERN39
LSTR39
VC39
FWONA39
KRTX39
NBHC39
YORW39
IBEX39
GLW39
TUFN39
FRO39
XPL39
HSIC39
UEPS39
NTCT39
AXGN39
FDMSF39
RGCO39
PPL39
CSIQ39
ARKR39
NEE39
SONY39
CW39
NOAH39
LOCO39
OFLX39
BMRC39
KAR39
UVV39
STIM39
B39
ALC39
FDS39
SBSW39
ITW39
BATRK39
PRPO39
RYPPF38
IMTX38
MAXR38
HEI38
LPSN38
DBD38
SMFG38
DLHC38
OEC38
EBF38
XONE38
NVGS38
CEPU38
JKHY38
SANW38
NSUPF38
NOVA38
NVS38
AMPH38
MDLZ38
ACCMF38
WSO38
NCBS38
SSD38
OSBC38
LEMIF38
MTCH38
HIHO38
HNI38
HUBG38
BTI38
CAAS38
NEO38
KELYA38
RVNC38
MANT38
WMK38
ELMD38
RNST38
GILD38
PNRG38
ALG38
KINS38
CWCO38
CABO38
PLXS38
VFC38
CSBR38
FIZZ37
NMIH37
RRBI37
LANC37
KDP37
GTS37
IAC37
NWE37
ARAY37
PSMT37
PPC37
EHC37
EGHT37
FORM37
LASR37
ALDX37
NYT37
AXL37
MGTX37
NI37
VEON37
ABT37
WRB37
XBIT37
QSR37
AXS37
BELFA37
MACK37
XP37
LUMN37
FTI37
TRST37
HOLX37
AVAV37
GWRE37
RLGT37
FBHS37
QNST37
SPWH37
UBCP37
DGICA37
HURC37
CCK37
SWK37
LOW37
SON37
NTIP37
OMAB37
JELD37
AERI36
IHG36
HAIN36
GRPN36
KLR36
VIAV36
AXTA36
LEG36
CMCO36
MEDS36
MBT36
NES36
BEP36
NEPH36
AZN36
NSC36
WILC36
PWFL36
NMTLF36
SKYW36
CSGS36
MRVFF36
BATRA36
PUMP36
WWE36
AMK36
USPH36
HGSH36
PRAA36
AVDL36
WHR36
SJM36
TSN36
VNCE36
CACI36
HNP36
PG36
BFC36
KMT36
HGGOF36
AQB36
NUVA36
POST36
PRIM36
TENX36
SMSI36
SYY36
MKSI36
WTTR35
CCF35
CSII35
WERN35
LIVX35
BLRX35
VST35
MANU35
TAP35
AMSLF35
SAVE35
DISCK35
IBKR35
DSPG35
YRD35
RDFN35
INGR35
BCC35
MPAA35
JOUT35
MHTX35
BMTX35
MRNS35
YNDX35
LMB35
HMN35
EXTN35
TARO35
QGEN35
WFG35
PINS35
XLRN35
HOMB35
YUMC35
BWA35
REX35
AUPH35
THFF35
LBRT35
BL35
ARWR35
CYCN35
ELA35
AEP35
UTZ35
CHDN35
AEIS35
MLR35
STZ35
PRI34
GRC34
PCYG34
VCYT34
AMOT34
CRUS34
FARO34
BZH34
KTOS34
HKHHY34
SSB34
APVO34
PHM34
CBSH34
BXS34
NWFL34
CKPT34
UNF34
WWR34
CANF34
HELE34
EZPW34
ALID34
FI34
AKAM34
BANF34
TK34
NRC34
ETR34
CNC34
FDBC34
BHE34
ARTNA34
GNTY34
CASS34
AQN34
VMW34
SEED34
ORGS34
NOV34
ZYME34
WMT34
IBA34
MNRO34
CULP34
CEVA34
QTRX34
BBDO34
BIPC34
BBAR33
ZYNE33
DNLI33
AWCMY33
ECHO33
NETI33
ASPS33
WBA33
PNDHF33
CNTG33
BPMC33
WDAY33
YPF33
PINC33
ES33
ATO33
PHCF33
AAON33
SGEN33
PEGA33
FMAO33
OR33
NASB33
MAPS33
ECL33
CQP33
INDB33
LMND33
PSTG33
BTCM33
FLWS33
JACK33
WLK33
SRE33
MDC33
PGTI33
BDSI33
REKR33
OCN33
ZSAN33
EGAN33
OFIX33
GNUS33
KHC33
SNY33
DORM33
CMS33
COLB33
FMS32
MGRC32
INTC32
MNTV32
SAFT32
HUSA32
DZSI32
CERC32
PGR32
ICD32
CHKP32
NEOG32
AROC32
APD32
CYD32
PTNR32
SCYX32
FBIO32
ODC32
WEC32
CNX32
BSAC32
ATRI32
CLSK32
JBLU32
GNW32
CSTE32
SOGO32
HY32
IOSP32
MMS32
BV32
BJRI32
EVOP32
MRK32
ZEN32
BELFB32
HNGR32
GPRK32
AGBA32
DMRC32
SUPV32
GNTX32
CNI32
TTMI32
NOMD32
VAPO32
TNC32
MYSZ32
GLT31
KBH31
AMCR31
MCFT31
ASH31
NNBR31
NUS31
ASTE31
AUDC31
BEPC31
EFLVF31
MAG31
RCUS31
VRSK31
BEGI31
ED31
SCSC31
FISOF31
PPBT31
UVE31
KOP31
CVBF31
NPTN31
SWM31
FICO31
ONB31
VOD31
UTMD31
PCVX31
ZGYH31
AZRE31
PEN31
PLMR31
MFG31
RPAY31
ROL31
MCBC31
HSDT31
LRN31
EGRX31
TMQ31
CUEN31
ESSC31
NECB31
GL31
MAGE31
OPGN31
LMFA31
THO30
AMZN30
FLR30
VRME30
MHH30
FNNZF30
ATSG30
ALIT30
NFLX30
PENN30
FLT30
TWOU30
WEN30
FORTY30
SLGN30
CENX30
RES30
DHT30
PNM30
ALTO30
PHAS30
VIRT30
ESLT30
NCMI30
OGS30
INSW30
XEL30
SOHU30
OBSV30
POAI30
PFGC30
CSGP30
TCX30
ADT30
OKTA30
SREV30
HLX30
BLILF30
CMPR30
VRSN30
BLU30
PLOW30
SPRO30
EVGN30
USAU30
BFAM30
OSUR30
VBIV30
LATN30
SMTC29
CBB29
FISV29
SNP29
WEX29
PKLBF29
GLEO29
GBLI29
SMIT29
IMAX29
BGS29
CTSH29
BBY29
SHEN29
LIVK29
MAS29
DISCA29
UTSI29
AKTS29
ANDR29
MBOT29
TFX29
SFM29
LGL29
CASY29
DY29
RFHRF29
UAVS29
WDFC29
PLAN29
SEAC29
ORAN29
PCRX29
PNW29
AFI29
LIZI29
WYNN29
WU29
CENT29
SPTN29
UFCS29
KNSL29
HUN29
ENV29
SBEV29
GNRS29
LMT29
AYRO29
ADMQ28
EA28
PBF28
DPW28
CIG28
AMHC28
GGAL28
K28
HALO28
LTRX28
OPTT28
AC28
OPRA28
MCMJ28
INDO28
SOI28
AIRG28
CIBEY28
RNWK28
CHPM28
TG28
CECE28
COLL28
CL28
GASS28
NEXA28
SII28
AVAL28
NWLI28
WLDN28
GAIA28
RMAX28
SFTW28
CI28
NP28
ETWO28
BDX28
HUM28
DK28
D28
ACMR28
SUPN28
RBCN28
UL28
OLED28
BAH28
ASPCF28
CBRL28
AGX28
CMI27
EIX27
FLO27
KVHI27
BHTG27
CYAN27
SQNS27
DFNS27
NOVN27
JOBS27
SCPL27
ASLE27
QD27
UBER27
AFYA27
CFFN27
BOOM27
RMBL27
ISCO27
BMMJ27
THCA27
LOPE27
APEI27
FTMDF27
CCAC27
SRI27
SCVX27
BKI27
MKTX27
CERS27
SFET27
LNDC27
CHRW27
YVR27
CENTA27
KMB27
ITRI27
RCM27
CHGG27
VZ27
WABC27
ICUI27
TUP27
SYN27
EVI27
LZRFY27
OSN27
BLL27
TMX26
QMCO26
ALAC26
ZBH26
CXXIF26
FANH26
MTRX26
ULH26
TMHC26
ZYXI26
VIV26
TPC26
CPIX26
BIGC26
TREB26
LBUY26
T26
EPAY26
MTBC26
KBNT26
VERO26
GHM26
TELA26
CIA26
GRNV26
CSVI26
RDY26
SCPE26
QLYS26
BUD26
GENC26
JAZZ26
TGS26
GBLX26
TKC26
MRAM26
MMJFF26
ISR26
VIVO26
AMGN26
CS26
IEC26
MVST26
SOAC26
EYEN26
REPL26
WLTW26
RDHL26
TRT26
OGEN25
OMER25
MRKR25
FEIM25
WPM25
DFPH25
PXLW25
ALBO25
OLLI25
AKBTY25
RESN25
SNES25
LDOS25
BIG25
ECOL25
SUZ25
GWGH25
NPK25
SHI25
JRVR25
NMR25
AVD25
FOR25
CPS25
JFIN25
NVAAF25
APM25
EXK25
AGCBF25
WNC25
VISL25
USX25
ZIXI25
CAH25
TPIC25
CANO25
GH25
PDCO25
CAPR25
VCNX25
SAIC25
HURN25
ROCK25
DNOW25
AREB25
KL25
AVEO25
FVRR25
RBA24
MPX24
SATS24
AHNR24
TAK24
INO24
AMS24
FTFT24
RGLD24
HBORF24
CNET24
ANAB24
SMP24
AMSF24
GIS24
NTGR24
NXGN24
LYTS24
GNSS24
BIDU24
SPCB24
HCSG24
NCNO24
CIB24
FRPT24
XTNT24
VLGEA24
LJPC24
MGNX24
GDOT24
PAE24
CBLI24
SFL24
IDN24
MLP24
AIKI24
FTK24
CHD24
AGIO24
AMRX24
ANNX24
SPLK24
SPNE24
HRVOF24
ZG24
PT24
CYCC24
FEYE24
GOL24
SCL23
SRNE23
FENC23
EURN23
CHE23
ARTL23
PCSA23
IAA23
HL23
ALSN23
VTRS23
ESE23
FIS23
ATHE23
CHNR23
MSGS23
CRON23
CVU23
ARLO23
CNXN23
LITE23
ATR23
DISCB23
HTHT23
MTOR23
OSMT23
ONCT23
RPM23
ARMP23
DLTR23
TACO23
XPO23
BMA23
MFH23
USM23
IMGN23
CTIB23
HLF23
BFI23
TDS23
SRT23
KOD23
COG23
HRL23
CWMCF23
SRCL23
SINO23
WIX23
PAYA23
PETS22
SMED22
IPDN22
AMBC22
SIBN22
SAGGF22
VEC22
MUX22
HX22
MBIO22
SPNS22
Z22
TCMD22
RNR22
SGC22
VOXX22
POWL22
XSPA22
SILK22
PRDO22
GPN22
PLG22
SDGR22
COFS22
TIG22
TEVA22
RCKT22
NNVC22
SNN22
INS22
AIRI22
BOXL22
EQ22
PGOL22
AHCO22
EMX22
CIR22
SNDR22
PHI22
TRUE22
GCP22
SFT22
LTRN22
PKOH22
UEIC22
SA22
ACA22
PLM22
ADXN21
VKTX21
IRBT21
MREO21
AMRN21
HKIB21
REYN21
BNTC21
APPF21
GRVY21
PGEN21
CYLYF21
VRNA21
PRTK21
NSEC21
VS21
MSMGF21
PUYI21
OMEX21
CXDO21
CVV21
CDLX21
BROG21
PHAT21
CNFR21
MICT21
IPGP21
GFGSF21
RETO21
CIZN21
AUNFF21
ATVI21
CYSNF21
BTB21
NWPX21
SSKN21
SAND21
KIQ21
TDAC21
RUN21
NVFY21
ACRX21
CDK21
BAX21
YTEN21
NEM21
FBRX21
ADV21
TEO21
VVNT20
NEU20
ELLO20
APLT20
MYMD20
AENZ20
STNE20
PXS20
ORA20
BWXT20
BMRN20
SKIL20
GFF20
ITOS20
AREC20
BNFT20
TNK20
THS20
PTOTF20
ENTA20
HUGE20
QQQFF20
RXMD20
CURI20
MRTX20
NMTC20
GLMD20
RAD20
ATUS20
TIMB20
CWBR20
ACIW20
CLW20
ABUS20
HJLI20
MBII20
BYND20
LSEA20
ENIA20
CETX20
KRO20
GNOG20
MKC20
EXAS20
CAG20
LW20
HGEN20
ATRA20
ERIC19
GMDA19
FLURF19
LHCG19
NMLSF19
ATNI19
VNRX19
AZEK19
LAKE19
ROVMF19
DCNNF19
AUBN19
APDN19
PDFS19
MTP19
PSTX19
GLVMF19
STRM19
LZB19
CPAC19
GENE19
LGND19
MRTN19
JAMF19
IPCIF19
GTH19
IMIMF19
OVID19
PTN19
W19
SIGA19
SNCR19
MMNFF19
IVAC19
AG19
WKEY19
MNPR19
CRTPF19
PSN19
MPLN19
RLAY19
MAIFF19
ONCY19
NBIX19
ADCT19
LYL19
VRTX19
JG19
GTHX19
NRBO18
KTCC18
BORR18
BLDP18
ICAD18
ADUS18
BKTI18
INSG18
AFIB18
FTDR18
RGS18
KODK18
IGEN18
WATT18
MDWD18
ZEAL18
ROIUF18
UNAM18
GDDY18
CRMD18
RWLK18
RGLS18
TTWO18
GIGM18
CALM18
CMCM18
KMPR18
RKT18
AIM18
RGNX18
XNET18
DNCVF18
CPB18
MIND18
CFRX18
TYME18
ADXS18
MSGE18
AGLE18
FONR18
AVCO18
STRA18
PCAR18
UWMC18
ASC18
XIN18
AWH18
IMH18
JD17
CARA17
ESP17
GEG17
SSRM17
BCH17
HSAQ17
INCY17
RVMD17
BTRS17
RPRX17
IMMR17
JMIA17
LX17
VINC17
DRD17
MEIP17
HTLD17
AGFS17
PKTX17
ZNH17
KAMN17
CNNE17
MNTR17
PED17
BMOOF17
MMX17
LPCN17
ITRG17
GSIT17
UGP17
CHPGF17
COHN17
AVNS17
HOFV17
RCEL17
SOLO17
RXT17
STSA17
ENR17
AAMC17
ITRM17
ZCMD17
GOSS17
OPK17
DSVSF17
OILFF17
RSSFF17
CTSO17
VERY16
PESI16
ATIF16
PRG16
NGD16
VIR16
RSI16
APPH16
DRQ16
AMTI16
ENLV16
DRIO16
AMSC16
NGVC16
CVI16
GBIO16
CIH16
CBIO16
BLCM16
GNE16
QTWO16
COBCF16
INPX16
IMTE16
NFE16
GRFS16
AGI16
CSPR16
GCMG16
MODN16
ASND16
ENDP16
LCI16
AKTX16
FMC16
SPOT16
EIGR16
MSC16
RDUS16
EKSO16
TYHT16
MTNB16
VTVT16
REAL16
SGMO16
GURE16
NVTA16
WFCF16
TRHC15
GBMIF15
PROF15
GRUB15
IONS15
FVE15
PSNL15
ACER15
UPLD15
VRDN15
TCON15
DTSS15
SILV15
AGE15
RNG15
CEA15
CLVS15
BBSRF15
GNFT15
BCOV15
KRMD15
ASPU15
MTA15
HBB15
GAN15
TNP15
SNDX15
SXTC15
ARCE15
MLSS15
AMYT15
PNTG15
MINM15
CLOV15
ZTO15
PHUN15
GOLD15
BKYI15
OPEN15
SRLP15
PING15
PRPL15
OSTK15
TPTX15
ATHX15
NTES15
SINT15
FEERF15
RSNVF15
RMRDF14
INZY14
MOTS14
BAND14
APTX14
CUE14
AGTC14
ERYP14
SRPT14
PTCT14
HTBX14
GOEV14
RNA14
ARAV14
QURE14
MIST14
WVE14
RAMP14
ALPN14
WEI14
AUY14
PHG14
JRJC14
AEM14
NXTC14
ERIE14
CLX14
TAOP14
SBS14
NKTR14
BNR14
BAP14
SMG14
LPTX14
CODX14
PLRX14
GFI14
MITO14
MBYMF14
ADPT14
KDNY14
SIOX14
TESS14
QUOT14
VERX14
YEXT14
FLNT14
PETQ14
PCG13
BSGM13
ANGI13
AMMJ13
HEXO13
QIWI13
LFC13
CELP13
CLVT13
VJET13
CLLS13
ANPC13
XFOR13
CTXS13
VIOT13
IVA13
USEG13
AIHS13
AXLA13
AUTL13
LL13
MRCY13
WYY13
CYTH13
KMDA13
TOPS13
XL13
AASZF13
YMAB13
DMS13
NEWP13
TAST13
RKDA13
MOMO13
CHRS13
THMO13
AIH13
SVRA13
TBLT13
CLXT13
VHC13
LFVN13
SRAC13
AAOI13
SCPH13
CALA13
OESX13
EQOS13
DCTH13
NLS12
ARQT12
XNCR12
AQST12
REFR12
MGTA12
AKUS12
GCAN12
ZNGA12
GERN12
KPLT12
MNRLF12
VRM12
CNSP12
CXBMF12
TMBR12
PSTV12
OCUL12
KLDO12
SBBP12
CGC12
FIXX12
FOLD12
OBCI12
ASM12
ARNA12
GNLN12
AXSM12
OPXS12
SKLZ12
CDTAF12
RARE12
NBEV12
TDOC12
KNSA12
AMWD12
QTNT12
ABIO12
HGBL12
ONVO12
COGT12
OCUP12
CNBX12
ALRN12
BBI12
ADMA12
CVET12
SLQT12
MESO12
BABA11
MDGS11
FMTX11
THM11
BRQS11
EXMGF11
ZEST11
PYPD11
ALLK11
GYRO11
LBCMF11
CCMP11
CCNC11
GNPX11
KGC11
IFS11
LVS11
BUDZ11
AUIAF11
NVIV11
SPOK11
FF11
APT11
GSV11
COUP11
GBT11
AUSVF11
SLRX11
GO11
HRTG11
PTE11
INSM11
NIU11
ITMR11
CMMB11
AUMN11
EHTH11
GB11
OSPN11
EXEL11
NG11
DNB11
COCP11
MIRM11
NBY11
KNEOF11
NVRO11
BWEN11
CDE10
MDGL10
ABEO10
NAVB10
PAAS10
DXR10
BFRA10
FUSN10
NVCN10
EFOI10
CELU10
AMXEF10
PVG10
GNCA10
AKBA10
CBAY10
ATNM10
GHSI10
ARKO10
ONEM10
HFFG10
LGHL10
ETON10
PULM10
ALLO10
MLLOF10
PZG10
EDSA10
SPPI10
VGZ10
MLCO10
PASG10
QDEL10
HYLN10
BCLI10
IPHA10
KERN10
PGTK10
LRMR10
LOGC10
FEDU10
STOK10
GLDRF10
DM10
HAE10
AXDX10
DLTNF10
ACB10
MTEM10
GHG9
BIOC9
MBRX9
CRBP9
TRVI9
AMED9
URGN9
NGL9
DCPH9
NAT9
HMY9
PHIO9
SLP9
GKOS9
ZIOP9
OWRDF9
CMCL9
SDC9
TREE9
MPXOF9
CLBS9
REPH9
NH9
ABVC9
EBS9
GNBT9
ITCB9
BLI9
KGKG9
REED9
UIHC9
PBYI9
SNOA9
TCOM9
ENIC9
CVGW9
ETNB9
EGO9
ITP9
TGTX9
AVCT9
MNOV9
EPZM9
SURF9
ACOR9
GGGOF9
ADTX9
TTOO9
BHNGF8
LIQT8
JNCE8
TRIB8
GRWC8
DADA8
QBIO8
AYX8
WKHS8
HSTXF8
LPTH8
TTNP8
ALVR8
ZGNX8
ALNA8
CLRB8
RRRLF8
SVM8
RIII8
SLDB8
DRRX8
HLG8
BVXV8
TXMD8
EMHTF8
TNXP8
GLYC8
HRTX8
RLGMF8
LLNW8
BHAT8
BDCO8
GOCO8
MARK8
MGWFF8
BTTR8
GRIL8
CXDC8
PDD8
KROS8
RCRT8
CATB8
NXXGF8
ACHV8
GLDG8
PRVCF8
CDTX8
CTGL8
FAMI8
SECO7
CJJD7
TCRR7
TRIT7
LYRA7
BVN7
AKRO7
TFFP7
HIMS7
ADN7
ELTP7
UCL7
HOTH7
VMD7
OYST7
GDS7
XCUR7
TCDA7
IBIO7
APRN7
OPTN7
ENSV7
NYMX7
IOVA7
AXU7
SUMR7
BMRA7
KNDI7
HERTF7
KURA7
FGOVF7
BTG7
ABNAF7
RMO7
AEYE7
BEDU7
PHGE7
IAG7
TBPH7
LQDA7
XGN7
EXN7
JP7
TC7
AGMH7
RMED7
TRVN7
KLXE7
ICPT6
YI6
BLPH6
TISI6
FULC6
ASMB6
CYRN6
NWYU6
FSLY6
DGLY6
DYAI6
MRSN6
UBX6
UFAB6
RLMD6
ALT6
WMPN6
CTMX6
MTLS6
ORMNF6
ROYL6
PRVB6
IVFH6
RMTI6
FLOOF6
EDUC6
CYTR6
EGMCF6
CEMI6
LEJU6
VNET6
TRIL6
TLGT6
CANG6
ATER6
SJ6
AU6
CGEN6
NKLA6
IO6
OTIVF6
PBTS6
NEON6
GAU6
NVGLF6
GRNQ6
NAUT6
EVER6
BTAI6
VIVE5
HCHDF5
KC5
ARDS5
OBLG5
TRX5
PLAG5
ASTC5
CABA5
ORFDF5
ELLXF5
SNGX5
AMBO5
VIPS5
CYBN5
HEPA5
NERV5
EQX5
PRLB5
HAPP5
FSM5
ORIC5
AZRX5
OTRK5
SONM5
SAM5
AVRO5
BLUE5
VITL5
FKWL5
SY5
YCBD5
SLNO5
CPWR5
ONTX5
GORO5
QTT5
RIGMF5
QLGN5
TANH5
IFRX5
TVTX5
EDTK5
OTLC5
RSPI5
DFFN5
BIMI5
NISN5
HSTO4
PME4
COMS4
TPST4
CBD4
TLSA4
NNA4
IMUX4
NSPR4
BZUN4
RYTM4
CVSI4
CASI4
API4
ADAP4
HOOK4
GPL4
CRDF4
IDRA4
KBLB4
ACAD4
NLTX4
AAU4
PFFOF4
BEST4
SYRS4
CHOOF4
APRE4
TME4
MDVL4
SAGE4
ENDV4
APTO4
MMRGF4
GLPG4
FURY4
CYAD4
CRVS4
ARTH4
FLXN4
PIXY4
MDNA4
CNCE4
WIMI4
KRKR4
GSS4
MOGU4
LUMO4
DUSYF4
VSTA3
CEI3
NAK3
ETST3
ECOR3
MLRKF3
BLCT3
CVM3
XERS3
IQ3
MKD3
LOV3
EBON3
ENVB3
ELDN3
ZVO3
ORTX3
INM3
ELOX3
PSTI3
JOB3
HYHDF3
LOTZ3
YMTX3
NBSE3
JT3
OTIC3
HARP3
ESPR3
IMII3
IMRA3
NUZE3
HOILF3
ALDS3
EYEG3
CLOK3
MCRB3
ODT3
YY3
CMPI3
AGRX3
NXOPF3
HUYA3
WTRH3
BGAVF3
TARA3
LMNL3
VLDR3
AUMBF2
GSMG2
PALI2
ATNX2
JKSM2
MOR2
CURR2
ASRT2
PAYS2
DMAC2
VYGR2
AAIRF2
TLMD2
LAIX2
FREQ2
WINT2
IMV2
VYNE2
RIDE2
ACET2
USAS2
TEDU2
AYTU2
ONCS2
CTK2
KPTI2
EVOK2
CLEU2
PURE2
STAF2
POTVF2
ARTTF2
GLBS2
ICLK2
STG2
YJ2
NBRV2
BCEL2
RVPH2
PROG2
KALA2
SONN2
FNHC2
NCNA2
BXRX2
FGEN2
NEPT2
LITB2
QH2
SRGA1
HUIZ1
ESGC1
MOHO1
EVFM1
DGWR1
CULL1
ATHM1
QUMU1
TOMZ1
IRTC1
PLX1
GOED1
HMLP1
INTZ1
AGNPF1
CCXI1
BNVIF1
GLG1
ADVM1
ATXI1
QK1
PHOT1
BEKE1
FRLN1
BDTX1
DSS1
ATBPF1
IMVT1
ENSC1
DAO1
BTIM1
HYMC1
DOYU1
DUO1
IRCP1
OCFT1
REDU1
METX1
ARDX1
ONE1
NEW1
PPCB1
EDU1
COE1
TAL1
GOTU1
INDI1
SPK1

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