【2021/07/24】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

2021-07-24 2021-04-24 2021-01-24 2020-10-24 2020-07-24

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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FL71
BCBP71
TRUE71
RGP71
CSL71
CCJ71
FVCB70
ABG70
SGBX70
CCLP70
MARPS70
MTCH70
GFED70
PBFX70
FND70
KZIA70
DIGP70
VCTR70
DE70
CCEP70
RIGL70
GGB70
CIDM70
MXL70
PEBK70
GRTS70
PBH70
XPO70
BOSC70
SEEL70
IGMS70
GPI70
SSP70
TMDI70
CCU70
SAR70
TRVG70
CADE70
KT70
NXST70
MRBK70
CDLX70
BCOW70
NPO70
NOK70
DVD70
SMTI70
TPVG70
NVEC70
GRMN70
TCFC70
EXLS70
NDAQ70
ELVT70
ALVOF70
MMAC70
PAGP69
NEX69
ASYS69
SAFM69
CPRT69
ENG69
CYTK69
DOV69
TRQ69
VBTX69
NNDM69
YELP69
MDB69
NATR69
WTS69
PRTS69
FCUUF69
WEYS69
AER69
MRC69
TSLX69
CLDR69
FTCH69
BECN69
PZZA69
IQV69
BCO69
JVA69
AVNT69
FERG69
ORI69
OZK69
BSMX69
PKBK69
GTN69
MCO69
MGYR69
GPRO69
CNBKA69
FSV69
IESC69
HSTM69
GE69
VECO69
RGDCF69
UNFI69
HEAR69
CRMT69
PAYX69
WPRT69
PTR69
MPC68
OPCH68
GROW68
VMI68
XOM68
NDRA68
BALY68
WSC68
SIX68
KNOP68
ETSY68
SOHU68
PMHG68
PVH68
HMLP68
LPX68
NCTY68
XYL68
MNTX68
WSM68
TTD68
FITB68
SBUX68
NBN68
ELTK68
CTEK68
MIXT68
NTSFF68
TXRH68
GM68
MTD68
PLYA68
GMBL68
ADBE68
ISTR68
SPI68
ENTG68
HIFS68
RBCAA68
EXPE68
A68
ZUO68
CF68
CTG68
MSI68
WPP68
MIME68
PAA68
MSEX68
ITCI68
LNC68
DYNT67
AQUA67
ABCB67
DWSN67
SNV67
AIR67
CRNX67
NMTR67
CCS67
COHU67
UFI67
PFHD67
WSTG67
AVY67
AMBA67
FCNCA67
GTES67
HZNP67
GIC67
EBAY67
KGFHY67
WST67
GOLF67
ALJJ67
GCBC67
HCAT67
DAIO67
SRRA67
AMMJ67
ICHR67
CFG67
ORLY67
MEDP67
AGCO67
KRA67
FBMS67
ARTW67
MSBI67
GHC67
LMST67
UFPT67
LAZY67
GWRS67
ROLL67
APA67
SENEA67
CMA67
CORE67
NGLOY67
NVO67
SMAR67
FCCO66
PAG66
FIVE66
NWL66
USAC66
WTER66
ABB66
PRU66
CO66
FRTA66
MNDJF66
SGH66
VLY66
FFIN66
KEQU66
CODI66
CPF66
CIVB66
UVSP66
TM66
HTGC66
TRI66
EVLO66
CINF66
DESP66
AAP66
AWI66
CNOB66
FRAF66
CR66
LPRO66
STL66
OCSL66
IMKTA66
ARCB66
ILMN66
ALLT66
FHB66
EXP66
RMD66
CDZI66
PCSB66
TOWN66
CBOE66
CNS66
ITT66
SAL66
RCKT66
ALTR66
CNMD66
NVST65
FIX65
SASR65
TDW65
PDLB65
REV65
RBBN65
AZO65
EMR65
VRNT65
NL65
USAK65
QUIK65
TCBI65
WHF65
EVA65
BPMP65
ECPG65
GOOS65
JRSH65
ULTA65
ACDVF65
INOV65
NLSN65
TLC65
BBGI65
SEE65
CIX65
INFO65
BPY65
KEYS65
R65
IGIC65
SPB65
FRBK65
LGIH65
ASR65
FSK65
TECK65
TCPC65
CLH65
VVV65
BCML65
ZTS65
UNB65
FWRD65
SPKE65
AVLNF65
XENE65
AXNX65
CACC65
BOX64
FIVN64
STRL64
NFBK64
KIDS64
UMBF64
VIRC64
PKI64
ISSC64
LAD64
ACN64
TSE64
LOGI64
RYPPF64
AOSL64
LILAK64
PSXP64
FRPH64
EB64
ROG64
APOG64
ELAN64
AIMC64
KLR64
AZZ64
MGDPF64
FRGI64
ATUSF64
BTVCY64
PNR64
POOL64
BWB64
ENSG64
OSK64
KSU64
AMP64
JHX64
BKU64
MGPI64
ARBV64
FSUMF64
AQMS64
IMPUY64
THRM64
EW64
HONE64
UMPQ64
OSTK64
DOOO64
ESTC64
STN64
SSBI63
GIFI63
SP63
PBR63
MSFT63
RMBI63
BLK63
BJRI63
BLDR63
MCBS63
MTSI63
ISRG63
PAR63
VICR63
PMD63
CDW63
FREE63
FGBI63
BCS63
IRWD63
ATCO63
ALIM63
BRFS63
CBLI63
ALNY63
TA63
STRR63
CPLP63
PKLBF63
MAN63
TEAM63
NRIM63
BAC63
OIS63
BNS63
ARFXF63
PAM63
AXGN63
GPC63
VRRM63
CHRA63
TLRY63
AGM63
GLGI63
LCUT63
RTX63
ELYS63
LOOP63
CSV63
APO63
AIG62
CHBH62
MMC62
PLPC62
PBA62
SSSS62
RAND62
TAC62
MPWR62
SU62
TSBK62
ESGR62
ADIL62
IZEA62
RY62
LIVN62
BHC62
BBL62
WTTR62
BWMG62
ADP62
NVEE62
QCRH62
JFU62
RHHBF62
CHMG62
JPM62
CHNG62
SPCE62
JMSB62
BPTH62
WLKP62
JBSAY62
LH62
GRA62
LILA62
ZLAB62
LBRT62
MCY62
CWK62
ACTG62
NXPI62
LXRX62
DHR62
ALTG62
FBNC62
HHLKF62
SIMO62
ESBK62
CHWY62
LMRK62
FDX61
BNPQF61
ADT61
PFBC61
MPB61
EQT61
UIS61
BBDC61
ANIX61
PTSI61
FTEK61
SPNE61
VERI61
RF61
USB61
FCFS61
KLAC61
GPP61
OSG61
MPAA61
FFBC61
HBM61
GEF61
AAPL61
GBLX61
MLM61
PXD61
DELL61
OPRT61
UAA61
NICE61
CASA61
BHP61
ATRS61
TWLO61
ALMTF61
HESM61
LTUM61
ISBA61
BC61
TSLA61
WING61
ZKIN61
IP61
LXFR61
AXTI61
NICK61
CLSK61
MAIN61
NEPH61
SFE61
FCF60
FHI60
ALCO60
MEI60
LTBR60
PH60
SCI60
HBCP60
KAI60
EPC60
SCHL60
GFL60
TRU60
SNA60
ASLN60
GIB60
UA60
CZNC60
ALL60
KALV60
JBT60
DQ60
BNPQY60
PTON60
BFST60
UGI60
RTLR60
STC60
NHTC60
RVSB60
J60
GT60
REGI60
CE60
QRVO60
FSR60
CHPT60
GSHD60
WM60
HOLI60
WNEB60
PFG60
DEO60
ALKS60
LECO60
PPD60
AMS60
HEOFF60
BK60
HXL60
CVS60
TD59
DGII59
EBSB59
AMBZ59
TDG59
PKOH59
ALXO59
IX59
OSW59
FCBC59
DISH59
ARD59
TXG59
NLOK59
HAL59
NXTD59
VAC59
AFL59
AISSF59
FLIC59
MMYT59
SYNH59
CTS59
JCTCF59
LHX59
KE59
AVGO59
SNBR59
EYE59
PM59
CFB59
ZION59
ENBP59
BASX59
RSG59
CHEF59
WMB59
BRY59
SWCH59
UNM59
SGU59
NTRS59
DNOW59
GES59
AFMD59
HLT59
ADMS59
G59
CMCSA59
ACM59
CMUV58
EPD58
HTH58
LARK58
TEL58
VCRA58
CLWT58
HTBK58
APYX58
BHB58
HIG58
CARS58
OFG58
IAC58
DAKT58
SWKH58
LZRFY58
BSBR58
BIIB58
RS58
CYRX58
WETF58
HUBB58
CAPL58
GBX58
ENB58
CATC58
UHS58
WBS58
STT58
VIACA58
STNG58
FMX58
CSCO58
PPBI58
MWA58
HON58
ANY58
IRDM58
GD58
NSSC58
TRIP58
CHMA58
AJG58
FLWS58
EAT58
HROW58
KMX58
KOF58
FRPT58
MGIC58
L57
LEN57
ITMSF57
GWW57
FE57
AIN57
MPIR57
WDC57
ARW57
AP57
VRDN57
MTX57
SNPS57
NWYF57
HEES57
ERO57
MTG57
ISBC57
DAN57
DSGX57
SALM57
KEY57
NMTLF57
SHAK57
BANX57
MORN57
CENX57
RELX57
VPG57
MET57
ONCT57
LULU57
SXT57
MYMX57
OC57
KMI57
SPXC57
HCYT57
AEZS57
USLM57
AME57
CRLBF57
HMTV57
CPSS57
ALLE57
LBAI57
PFS57
LYV57
MLI57
BANC57
BCOR57
GMAB56
FDP56
CUK56
BWAY56
SAMG56
BJ56
YRD56
CRWS56
DIN56
LNN56
VGR56
ODFL56
EBTC56
NGVT56
MGMLF56
MATX56
KTHN56
BDC56
CSTL56
VSAT56
EVTC56
SOGO56
ESCA56
ROK56
UTHR56
CRY56
BG56
MXIM56
MBCN56
OLB56
KULR56
TTC56
AXAHY56
UNH56
ADDDF56
LBC56
TSM56
COLL56
CALB56
CFX56
XOMA56
FELE56
MAR56
SXI56
ADDYY56
MXC56
TYL56
AXAHF56
RETA56
BBIG56
SIGI56
TRTN55
OILCF55
FORR55
CTAS55
LBRDK55
ADI55
MGA55
LAC55
COST55
ACAN55
ACIU55
TENX55
ABBV55
SPGI55
MACK55
HSY55
ITIC55
MMSI55
AVYA55
NSP55
FNB55
AOS55
ATOM55
OMTK55
UTL55
FSTR55
SFNC55
CBFV55
VEEV55
PKE55
DSKE55
MCRI55
FNCB55
SLGL55
V55
GAIA55
HPQ55
INBK55
NKSH55
AUTO55
XPER55
TIGO55
FLS55
MMNFF55
PETV55
INUV55
FUNC55
IMBBY55
INLX55
HRVOF55
VIAC54
SWKS54
WINA54
HOPE54
ENS54
RDI54
IMBI54
WTFC54
HBB54
PAC54
CPK54
SHW54
HBT54
WIRE54
PLSE54
GBDC54
SKM54
SVVC54
REPYY54
WNS54
WH54
SNFCA54
UBS54
LASR54
TMUS54
GLDD54
CATY54
BMI54
SHIP54
BEEM54
CSOD54
FNF54
HPE54
FEYE54
TALO54
LPSN54
VALU54
RDSMY54
ARGO54
FRO54
LAWS54
MHO54
ALBY54
IRS54
RYAM54
MAKSY54
EDN54
SITE54
ARCO54
PROV54
FHN54
SEB53
BEN53
CHH53
ANTM53
PFBI53
NASB53
PLIN53
IFF53
DDOG53
WBK53
CXXIF53
AIZ53
BCDA53
ZUMZ53
PII53
NS53
C53
AMPE53
CCOI53
LUMN53
VFF53
FRG53
TRT53
WOR53
DCO53
ACI53
KBSF53
HL53
STRS53
FN53
RDVT53
ORCC53
BERY53
AMD53
TENB53
DTEGY53
CBT53
FAF53
OTTR53
EAF53
DHIL53
ZEN53
MAT53
BONXF53
SBFG53
LBRDA53
MTN53
GRBK53
MYE53
DHI53
BBRRF53
JOBS52
TPB52
AVT52
APG52
TXN52
NATH52
LAZ52
MOH52
GLNG52
TDY52
CURLF52
FUSEF52
DB52
WLDN52
MOFG52
CAMP52
HLNE52
EMCF52
TSCO52
YUMC52
LND52
YUM52
CHTR52
RUSHB52
FMBH52
HHC52
DVA52
HI52
KW52
FNLC52
ANDE52
CDNS52
CRH52
STRT52
ZYNE52
NVR52
CME52
GLOB52
BABYF52
BVH52
YNDX52
CFR52
BCPC52
ECOM52
BR52
KNTNF52
ROP52
CAJ52
ESQ52
OVTZ52
AMSWA51
QCOM51
FWONK51
ISUN51
BMTC51
CNA51
DLB51
ON51
KEX51
EXPGY51
ZI51
HWBK51
TWST51
NODK51
TU51
FRME51
LPL51
TWNK51
ASUR51
DCI51
CAC51
RMBL51
AEHL51
BLX51
DIS51
BERK51
WAFD51
RIO51
MDU51
PGEZF51
ESSA51
SAIA51
VMC51
WWD51
WCN51
VVPR51
SIBN51
RIBT51
GSBD51
NSTG51
TGP51
AROW51
AJRD51
FUL51
BCE51
KRTX51
HCKT51
XRAY51
LTRX51
JAZZ51
HIL51
STRO50
RDCM50
WSO50
THG50
BIPC50
PUMP50
TSC50
TOL50
ABEV50
PFC50
MCK50
NRGOF50
HE50
CAT50
ULBI50
PRIM50
DOX50
NCLH50
ITGR50
PBTHF50
TER50
MBUU50
TCS50
FBAK50
DOW50
IR50
H50
EQH50
XRX50
BIO50
DBD50
CRK50
HBAN50
PPIH50
ALK50
ESYJY50
RGR50
UNVR50
EMN50
LIN50
FDMSF50
VXRT50
NTWK50
ALRS50
UBFO50
DTIL50
CLRO50
BIG50
UFPI50
CDXS50
PTNYF50
HMC49
MICR49
FOXA49
WSBF49
WRK49
PD49
NFH49
PPG49
FULT49
TMX49
CULP49
MBWM49
IEX49
DS49
CMP49
RCUS49
LAUR49
NRG49
MKL49
RSSS49
TFC49
SHLX49
MUFG49
CMTL49
MELI49
RL49
FUN49
SSNC49
ASB49
ABVC49
MYSZ49
RDN49
MSM49
KB49
AEG49
CACI49
LOW49
ACNB49
HII49
NFG49
MTL49
UONE49
FFBW49
NGS49
TKR49
IBTN49
TFSL49
HD49
LIZI49
INSW49
JOSMF49
AIT48
AOTVF48
BANR48
FOCS48
JNPR48
HLIT48
FGPHF48
WASH48
ADSK48
LYB48
NTIP48
SWI48
OVLY48
LSXMA48
MO48
INXSF48
EQNR48
AVLR48
IBCP48
OOMA48
KRNY48
AMX48
BKR48
FAST48
LTRPA48
MDLZ48
DUK48
WW48
CNP48
OTEX48
SLAB48
LPG48
NOW48
BKSC48
ITRI48
JBHT48
HOFT48
KR48
HY48
EPAC48
VLO48
CVLG48
APH48
MA48
FICO48
BOKF48
NWBI48
MMM48
UTZ48
BSBK48
NOC47
IEP47
PFIE47
BBSI47
POWI47
HWKN47
VG47
CSWI47
PFE47
MATW47
E47
RCL47
VTOL47
OMC47
TOUR47
RCI47
TGTX47
TREX47
ENZ47
AMAL47
IBTX47
PHM47
JACK47
DLNG47
BRO47
PBIP47
PCTY47
BASFY47
NX47
CGNX47
JFIL47
PJT47
EVOP47
MHTX47
ITUB47
BIP47
ASGN47
HRC47
IIVI47
CINR47
INFU47
NOV47
WSBC47
OI47
AUB47
KO47
NOAH47
NVDEF47
RDWR47
EFSC47
RPTX47
CCL46
GATX46
AMZN46
NGTF46
AKZOY46
NSC46
IBM46
DXCM46
ASRV46
BLKB46
INVA46
LINK46
CBZ46
SRT46
FFWM46
CTLT46
CLBK46
FVE46
CB46
SAVE46
ATCMF46
CSX46
MMP46
SWK46
FNRN46
CVX46
COO46
DRIO46
MYOV46
LSXMK46
RDY46
MAXR46
WF46
BATRA46
EXTN46
UAL46
BMOOF46
ITRM46
ROST46
CPS46
AE46
PLAB46
LINC46
FMNB46
PEP46
SBGI46
DENN46
MNBP46
TTEK46
RGCO46
ACST46
LIFE45
RMR45
FTMDF45
KINS45
ARLO45
WMG45
TDS45
ARGX45
SBSW45
RES45
GDRZF45
GGG45
ICFI45
KTOS45
CQP45
ELF45
HNGR45
INFN45
LANC45
TPH45
AMOV45
SJI45
SYK45
CNC45
HEI45
RGEN45
RUSHA45
OVBC45
FWONA45
ADM45
SCZC45
TK45
SRTS45
TMO45
ATGN45
IHC45
LMB45
LBUY45
TAP45
SMSI45
USNA45
WAB45
SANM45
IART45
RDIB45
CP45
ICE45
USM45
MFC45
MDT45
KDP45
ACLS44
DIOD44
IDA44
ELYGF44
AY44
MGRC44
SAIL44
HBNC44
MMS44
KHC44
JJSF44
HEINY44
TRMD44
MEOH44
XLNX44
NEN44
UG44
ADMP44
ELMD44
BOH44
SSD44
ATUS44
STE44
IMAC44
BSX44
MSA44
PRGS44
MANT44
BP44
LMNR44
OSBC44
CWT44
PRK44
FBTT44
AZPN44
TRP44
RVNC44
USFD44
ALE44
BRKL44
BATRK44
PSBP44
CBTX44
SLF44
MERC44
VNTR44
SUNS44
IAA44
NJR44
GBCI44
TWOU43
PSX43
SHG43
MU43
INSP43
TGNA43
FMBI43
LEG43
ALGT43
HMST43
RBC43
KITL43
MCD43
FCN43
TREC43
GRTX43
EIG43
MASI43
OEC43
HUBG43
ARAY43
BHF43
UCBI43
SABR43
STKL43
ACCD43
FBC43
EXC43
ABC43
BBD43
PBCT43
EC43
WSFS43
RHHBY43
AAWW43
FBK43
NOVT43
LBTYK43
PROS43
PFIS43
SRDX43
EZPW43
CVCO43
PBFS43
PROBF43
AZN43
NDSN43
CRCUF43
MFGP43
BKUCF43
KVHI43
NC42
CYBR42
PRMW42
NARI42
VERO42
SHEN42
BRC42
AEL42
GTH42
DORM42
ATNF42
AL42
CTVA42
PCYG42
EBMT42
SBCF42
DG42
CTIB42
NHC42
HALO42
SJM42
CRM42
QTRX42
HUM42
LMPX42
RYAAY42
HDB42
STBA42
AMPH42
ACGL42
QSR42
ABM42
EVRG42
BA42
FOX42
PAHC42
UNP42
KEP42
KOS42
MNST42
HSC42
RSHYY42
JNJ42
HQY42
SYBX42
SMMF42
TRN42
QUAD42
MGEE42
LDOS42
LBTYA42
GEOS41
LCII41
SANW41
FBHS41
NGG41
CARG41
OR41
CI41
HNNA41
RNST41
HSBC41
TEF41
OSIS41
HNI41
FTI41
RVP41
CDAY41
DAL41
FFIV41
MRKR41
AESE41
JMIA41
SONY41
LEA41
SMCI41
BMY41
BZH41
CRNT41
FLDM41
SGC41
GLRE41
ITW41
RHHVF41
WHR41
HOG41
APAM41
MKSI41
HLX41
LUV41
IIIV41
GSKY41
MMI41
CWH41
AKAM41
EEFT41
DGX41
KFFB41
SGA41
DHT41
MCS41
SQM40
HARL40
BTI40
BUKS40
SEIC40
WLK40
PFSI40
LNDC40
TJX40
DD40
HTLF40
OLED40
DTE40
SIEB40
CYAN40
SAH40
IBA40
SNEX40
KTRA40
ANAB40
GLW40
HSIC40
KELYB40
ETTX40
B40
PATK40
MGLN40
JBSS40
CIEN40
RLGT40
BUD40
LIND40
MTRN40
ABTX40
FSS40
HOILF40
VOYA40
WIX40
TRS40
BAH40
LNT40
HURC40
GDDY40
TMP40
MCHX40
AVA40
KNX40
CALT40
NJMC40
POR40
OWPC40
TCBK39
VRSN39
SPWH39
SMTS39
TRMK39
IBP39
SCCO39
PAE39
AWRE39
STM39
AEIS39
UVV39
PENN39
TTCF39
ADRNY39
BKNG39
BDR39
CNO39
BIOL39
CCNE39
CW39
MHGU39
AXL39
VIAV39
JFIN39
GMVMF39
ITI39
EDIT39
ICAD39
PEGA39
VFC39
STZ39
BUSE39
CYTH39
LOCO39
GSBC39
LFUS39
ARMK39
AWK39
SBSI39
CENT39
PPC39
NEP39
CBSH39
GVP39
LEMIF39
EGHT39
PWFL39
EXK39
ELSE39
CPA39
SCS38
FTS38
REGN38
PSMT38
OSN38
AMNB38
HBORF38
NNI38
ACEL38
AERI38
BRP38
IHG38
BLD38
PDEX38
EDAP38
NTB38
HKHHY38
TR38
MLAB38
TNC38
EXPO38
SPSC38
AON38
WTM38
FPAY38
PUK38
CCM38
IFNNY38
CPHI38
CAAS38
BKH38
GHL38
BGSF38
PQG38
CBU38
CL38
AROC38
SPH38
DNMR38
LEGH38
WYNN38
LII38
AWR38
UBSI38
SR38
CWST38
XBIT38
TRV38
LGL38
GSK38
CREX38
ABT37
LAZR37
Y37
MUSA37
WEX37
CLSN37
IMXI37
IFNNF37
NRIX37
AES37
MFG37
QNST37
GPK37
BWA37
MNRO37
THR37
PEBO37
NWE37
ANIP37
TUP37
ZNTL37
SMFG37
SDPI37
ARKR37
CENTA37
MCHP37
ATLO37
EBF37
NYCB37
NPK37
PWOD37
SBT37
CPSI37
CAH37
CRI37
JKHY37
FIBK37
BBDO37
ARWR37
EYPT37
SYBT37
CERC37
CSTE37
MGTX37
SON37
WRAP37
DLHC37
CRUS37
UNF37
FLEX37
TBNK36
TCX36
HCHC36
TELA36
PRI36
NTCT36
MBT36
USPH36
HLF36
WGO36
PKG36
NETE36
ALV36
WRB36
PAYC36
SO36
NTUS36
NOVA36
TLK36
AVDL36
EBIX36
TSN36
NUVA36
ABST36
WTRG36
VC36
VEON36
AGR36
PODD36
CHT36
EEX36
PG36
RETO36
HBI36
CHCO36
CSGP36
BL36
KELYA36
GRC36
AFI36
FNV36
LCNB36
GILD36
ICLR36
NVS36
SNY36
BELFA36
PAYA36
SYY36
SRCE36
YPF36
CCK35
OFLX35
MCFT35
ACCO35
WWW35
CBAF35
BASA35
ANSS35
GTS35
EVGN35
UBER35
WDAY35
MDC35
ACMR35
TRC35
JOUT35
ZG35
ZSAN35
GNTY35
BORR35
OBAS35
AC35
CRSP35
ROL35
SIRI35
ALG35
WMK35
RACE35
HA35
AUNFF35
OGE35
CSGS35
NCMI35
NEWR35
CPIX35
AMK35
VSH35
CYSNF35
PEG35
AMOT35
NI35
PFGC35
ZYME35
MACE35
TAYD35
KWR35
CTBI35
XONE35
TSEM35
NGENF35
Z35
BGNE34
RPAY34
PRO34
ASH34
RBA34
KDMN34
BSRR34
OKTA34
VMW34
DISCK34
BFAM34
MTC34
DANOY34
HAIN34
ST34
ARMP34
PEN34
EA34
PLXS34
MRK34
AEY34
WORX34
ATVI34
VINC34
MANU34
SWX34
ETRN34
KN34
OPRA34
CERN34
KOP34
IMAX34
SAIC34
SPCB34
SOI34
ADOM34
ANIK34
CMCO34
FANH34
DARE34
EVBG34
CLPS34
BBAR34
XLRN34
WBA34
REPL34
DOGZ34
LNLHF34
LSTR34
GWRE34
PRA34
INGR33
MDLA33
CARE33
PLNT33
PNW33
OCN33
NWN33
INT33
SNN33
ACCMF33
USX33
CHDN33
ELP33
LIVC33
WLTW33
PHAS33
OMAB33
NBHC33
BEGI33
W33
FDBC33
SELB33
PSN33
LMT33
GPRK33
CIG33
DGICA33
CCBG33
MAG33
JBLU33
PB33
BEPC33
SUZ33
IVA33
NATI33
FIS33
PMCCF33
BV33
KAR33
EURN33
AEE33
MAPS33
RDFN33
IPIX33
PPL33
NWLI33
WAFU33
RLI33
SRNE33
CNF33
SCYX32
SRCL32
POST32
GGAL32
RE32
ZM32
HGSH32
DOOR32
BEP32
CWCO32
ZNGA32
HELE32
VST32
DKNG32
IMTX32
CANN32
ODC32
ATCX32
USAU32
PNM32
CCF32
CNK32
AXTA32
PLUS32
VRCA32
CABO32
TNK32
BGS32
PGTI32
RZLT32
NEOG32
MTB32
PCSA32
HUN32
YMAB32
AIRG32
AMCR32
SREV32
EGRX32
HIHO32
HOLX32
ZBH32
PRGO32
SGLB32
NNBR32
ALC32
GECC32
NEXA32
FDS32
HCC32
MNTR32
EHC31
POAI31
SUPV31
GBLI31
ALRT31
CCHWF31
CMI31
LX31
PBF31
TNDM31
AGBA31
BNFT31
ALID31
SNP31
REX31
SUPN31
BANF31
EVI31
KBAL31
BFRA31
LQMT31
AGIO31
PHCF31
CHKP31
NOMD31
BFC31
GFF31
JRSS31
WMT31
CSVI31
CNX31
BBY31
DLAKY31
NRC31
SJW31
LONCF31
WILC31
LMND31
PI31
CYD31
GOL31
HTHT31
WERN31
GHM31
FLO31
CANF31
HAS31
CREE31
ALRM31
WEN31
SRI31
PRQR30
AXS30
NUS30
SPRO30
LHCG30
ATR30
PINC30
TUFN30
QTRHF30
COLM30
LIVX30
KBH30
GNTX30
BKI30
MAS30
GURE30
QGEN30
MLR30
KRYS30
MUX30
NFLX30
ULH30
WWE30
OPTT30
CNI30
ABMD30
ARTNA30
SSB30
DLAKF30
FTV30
CRMZ30
RCM30
MTH30
TRST30
SFM30
SILC30
ACHFF30
SPNT30
ITOS30
GABC30
WWR30
PGR30
VISL30
ECL30
ALDX30
IBOC30
GNW30
GL30
ROSYY30
ZGYH30
CBRL29
PKTX29
QUOT29
APD29
IOSP29
HFC29
ESSC29
ARTL29
ATO29
IPGP29
CSII29
PNRG29
PDCO29
QD29
BMMJ29
ZIXI29
NWFL29
LKFN29
NVGS29
BOOM29
CVV29
HOMB29
FMS29
PCTI29
RRBI29
THS29
FARO29
KMB29
VRSK29
TTMI29
OCFC29
FEERF29
PT29
CBB29
NETI29
TMQ29
MFH29
AMGN29
SRE29
ETR29
K29
ATGE29
BCC29
SYN29
NEE29
AQN29
NTES29
TARO29
PGOL29
INDO29
THFF29
EVK28
RPM28
ASC28
VOD28
CIBEY28
IBKR28
GPN28
COHN28
CHGG28
NCBS28
SHI28
FIZZ28
UTMD28
XENT28
FISV28
QMCO28
CYCC28
BHE28
CSIQ28
TTWO28
CAPR28
GRNV28
JELD28
UBCP28
LATN28
UEPS28
SKYW28
LW28
DCNNF28
LIVK28
WHLM28
EGAN28
FLR28
PRAA28
SLGN28
MEDS28
AEP28
RGNX28
SII28
WEC28
ACIW28
AVD28
PRG28
HRL28
DNCVF28
QTWO28
HNP28
VZ28
HMN28
IVAC28
CASY28
PFHO27
THO27
AMTI27
CKPT27
SCSC27
CSBR27
NP27
ISCO27
ZYXI27
AIRI27
XEL27
NMIH27
TCMD27
WU27
BSAC27
AMED27
GLEO27
IPA27
MGHCF27
FTDR27
FOR27
MNTV27
CMS27
SCPE27
IDCC27
HEXO27
AWCMY27
MTRX27
FI27
FSLR27
ORAN27
OPGN27
NMR27
NEO27
GNRS27
TNXP27
ED27
MCMJ27
MRUS27
BIDU27
RSSFF27
TFX27
HTGM27
SAFT27
WDFC27
YORW27
AVAL27
AMHC27
ONCY27
SPPI27
KRRGF27
LRN26
PETQ26
FBRX26
CHD26
MRTX26
THCA26
CWEN26
AVAV26
RGLD26
HGEN26
STNE26
ESNT26
GIS26
SMP26
BDX26
MPLN26
POWL26
GASS26
CHNR26
PTNR26
ASLE26
AGE26
TYHT26
WPM26
NBTB26
UL26
VLGEA26
VRME26
CHPM26
PSTG26
STRM26
NVAAF26
CHE26
NVFY26
MAKOF26
DFNS26
CCAC26
T26
ICD26
KMT26
MITO26
AUMN26
RGA26
TDAC26
GEG26
BDSI26
TAK26
TACO26
PED26
SFTW26
DISCA25
CDK25
OFIX25
HOFV25
SBBP25
SFL25
EIX25
BRGGF25
DMRC25
NDVAF25
LGND25
KRO25
FORTY25
AUDC25
VIV25
ES25
SWM25
TAOP25
IMH25
D25
NES25
NMTC25
CEPU25
PLAN25
SEDG25
CNTG25
CHRW25
ALBO25
UGP25
SAP25
PYR25
ONB25
INDB25
MCBC25
AFYA25
ALAC25
AYLA25
SCVX25
XP25
MPX25
MSGS25
AWH25
HUSA25
PVCT25
ECOL25
ANNX25
NVRO25
VS25
OGS25
EDVMF25
SOAC25
AREC24
SPTN24
SSKN24
ACA24
CNXN24
FMAO24
PLRTF24
DSPG24
KZR24
SCL24
SMG24
AGX24
ELA24
CIB24
OCUL24
ICUI24
SFT24
SMIT24
BMA24
SSYS24
CFFN24
AGCBF24
MHH24
UTSI24
CTIC24
EFLVF24
SCPL24
LOPE24
COLB24
VIRT24
ALSN24
KL24
UTI24
CVBF24
AXAS24
GH24
EXAS24
TG24
BWXT24
BLILF24
CRON24
TNET24
ROCK24
FEIM24
GENC24
PCRX24
BUDZ24
PNDHF24
BAX24
ASTE24
TIMB24
ECHO23
CASS23
COBCF23
ZNH23
FMC23
NEM23
MAIFF23
INTC23
DRQ23
EYEN23
PCAR23
OLLI23
CORT23
GWGH23
SMED23
GTHX23
BOXL23
APLT23
RMAX23
SEAC23
NXGN23
ENV23
APPF23
CMCM23
CSPR23
SAND23
COSM23
MBII23
BE23
DFPH23
ISR23
KOD23
NKTX23
DLTR23
COFS23
TEDU23
APM23
AHPI23
IPCIF23
NTGR23
NECB23
MLP23
NGM23
REYN23
BXS23
DMS23
PLG23
SKLZ23
AVCT23
RDUS23
DK23
ENDP22
NCAUF22
ESLT22
YTEN22
MYMD22
GNUS22
AIKI22
FLT22
GRVY22
HGGOF22
HFWA22
HCSG22
MGNX22
LAKE22
CLS22
SMTC22
IDN22
MISVF22
CTSH22
NNVC22
CAG22
PLOW22
AMRX22
BMRC22
ASPU22
CECE22
WNC22
JD22
ATRI22
AUIAF22
DY22
CPAC22
CIA22
AIH22
XIN22
PLRX22
OILFF22
BTRS22
PXLW22
PHI22
AMSF22
AYRO22
WABC22
REKR22
VTRS22
ORGS22
ENIA22
NPTN22
VBIV22
MBOT22
NWPX21
RXMD21
RAD21
CNNEF21
BAP21
KAMN21
CBDY21
MCLDF21
NYT21
OSPN21
CPB21
CXDO21
KNSL21
RPRX21
CIR21
QLYS21
OVID21
INZY21
KXIN21
SA21
CNFR21
IFMK21
AG21
GBMIF21
CEA21
NLS21
HSDT21
ADXN21
BBSRF21
NBIX21
PLMR21
FORM21
ARNA21
VTVT21
HURN21
AIRRF21
VCYT21
IRBT21
RDHL21
CS21
SINO21
MIND21
OSUR21
CNET21
BELFB21
XPL21
FTK21
TRHC21
CVU21
MKTX21
AAON21
FNGR20
GTBAF20
PGTK20
ESE20
AMBC20
KSHB20
SNDR20
NOVN20
MTA20
AGFS20
GALT20
GDOT20
VKTX20
OMER20
BFI20
SDGR20
ERIC20
PNTG20
AMSC20
ACOR20
PLM20
MNPR20
BLL20
NCNO20
TKC20
ATBPF20
MKC20
RMIOF20
EDSA20
TPC20
ACB20
MMJFF20
ANDR20
CLX20
RUN20
AKBTY20
CJCFF20
APEI20
OBCI20
GNSS20
MDGS20
SATS20
IVC20
LITE20
BMTX20
BROG20
VEC20
CYLYF20
JG20
MRAM20
LYTS20
RNA19
MTBC19
AAMC19
GCP19
DPW19
BAND19
MMX19
OFED19
AZEK19
MRTN19
OMEX19
ARQT19
PDFS19
BCH19
KNDI19
IMMR19
PUYI19
UVE19
BLGO19
UAVS19
TGS19
OSMT19
REAL19
IPDN19
UEIC19
PTN19
MDWD19
ORA19
BNR19
VIVO19
AKTS19
ADV19
GCAN19
GNLN19
NIU19
BPMC19
CHPGF19
ASM19
CRTG19
FBIO19
KMPR19
AGI19
COG19
TMHC19
CIZN19
CVET19
CBWTF19
EMX19
GLT19
ROVMF19
STSA18
AENZ18
RIINF18
XGN18
BYND18
RLAY18
LIACF18
IEC18
SNDX18
LTRN18
PRTK18
PRDO18
MPXOF18
PCVX18
AUBN18
CCNC18
BHTG18
MICT18
SINT18
IMTE18
IFS18
IMGN18
GMDA18
BMRN18
DUSYF18
CURI18
FIORF18
TIG18
PRPL18
CANB18
RESN18
ATNI18
GARWF18
GPFT18
PESI18
CALM18
PETS18
ACRX18
RNG18
FNNZF18
CRTPF18
QDEL18
THCB18
PSNL18
SOLO18
MTP18
LZB18
EMHTF18
PGEN18
AIM18
NWYU18
QIWI17
CNSP17
ASPS17
SFET17
GCMG17
AREB17
RNR17
SOS17
AZRE17
NSFDF17
GFI17
SPOK17
REED17
XNET17
MTOR17
AQB17
MSMGF17
VGZ17
OSIIF17
NFE17
UNAM17
SGEN17
PCG17
KTCC17
APPH17
ENTA17
ARCE17
PHG17
TESS17
AMYT17
LSEA17
TNP17
AEM17
LJPC17
BKTI17
HKIB17
COGNY17
OBSV17
RGS17
JAMF17
FENC17
FONR17
ANGI17
INS17
CEVA17
LIQT17
DRD17
CUEN17
ENR17
VRTX17
CDE17
PHAT16
INO16
LVS16
CWBHF16
SIGA16
SPLK16
VRM16
FIOGF16
INCY16
CRMD16
ZEPP16
GOLD16
TPIC16
ZTO16
HTLD16
EIGR16
NGD16
PDD16
FLNT16
ZGNX16
XSPA16
COCP16
SNOA16
PHUN16
MRCY16
KUYAF16
BLU16
GIGM16
CETX16
RYTM16
CPPXF16
CCMP16
VCNX16
SFUN16
SILV16
MLCO16
BKYI16
TEO16
FCAP16
AVNS16
WFCF16
AGLE16
MSGE16
CTXS16
GENE16
SNES16
UPLD16
KIQ16
WKEY16
GNE16
ATRA16
CVI15
FLOOF15
LPCN15
ARKO15
SSRM15
NKTR15
PTOTF15
PSTX15
RCEL15
SXTC15
CELP15
ATSG15
TCON15
CMXC15
PSTV15
JRJC15
DTSS15
ZCMD15
MGTA15
GRFS15
FIFG15
UFCS15
CWBR15
THMO15
ADPT15
VNRX15
RYES15
MOTS15
SPOT15
UWMC15
SILK15
OREAF15
STOK15
CGC15
MODN15
BTBT15
YEXT15
VIOT15
ZEAL15
YCBD15
BIOAF15
BFLY15
GB15
MIST15
ALLXF15
HEWA15
ADTX15
SGMO15
RNWK15
PVG15
MBIO14
GTMAY14
AXSM14
RRRLF14
DNB14
SBS14
AMWD14
ATHE14
VIR14
VVNT14
CDTAF14
TAST14
LFVN14
BYSI14
SPNS14
QBIO14
GFGSF14
NKLA14
TCOM14
GSV14
CNBX14
TEVA14
RWLK14
NULGF14
SIOX14
AVEO14
ERIE14
EPAY14
APTX14
SCPH14
TOPS14
INPX14
PTCT14
MEIP14
LYL14
CXBMF14
LFC14
LCI14
NAT14
ITMR14
AHCO14
FLURF14
SRAC14
HGBL14
VOXX14
EBS14
USEG14
MIRM14
YVR14
PAAS14
SQNS14
BCOV13
GNFT13
XERS13
VAPO13
CTSO13
KERN13
BABA13
TFFP13
NG13
RGRX13
PING13
MREO13
ALLK13
ALPN13
AGAUF13
SQBG13
SECO13
ASND13
NEU13
KGC13
CFRX13
EGO13
LOV13
NORZF13
TISI13
RARE13
GSIT13
GNPX13
MOMO13
ARXRF13
SUMR13
BNTC13
IMEXF13
PFFOF13
HJLI13
KLXE13
BVN13
GXSFF13
AU13
BLI13
IMIMF13
RKDA13
LPTH13
PROF13
HUGE13
CIH13
WEI13
ROMJF13
GO13
DADA13
NCPCF13
KNSA12
CBAY12
CNNE12
EXN12
VERY12
PZG12
ENLV12
TPTX12
TYME12
AUPH12
DXR12
FF12
VRNA12
CVGW12
EVER12
ANPC12
OPEN12
ACER12
BSGM12
BHNGF12
CLW12
KMDA12
AUY12
INVZ12
CODX12
NGL12
CLOV12
BRID12
ARDS12
CRBP12
ATHX12
ADUS12
OPK12
GAN12
OESX12
SEED12
KGKG12
PHIO12
EQ12
MJHI12
INSG12
RVMD12
NAVB12
GERN12
HMY12
KLDO12
COUP12
MBYMF12
XTNT12
CHRS12
NBEV12
LL11
SVRA11
SURF11
MLSS11
SVM11
MNRLF11
GNOG11
PTRS11
PXS11
AXLA11
CJJD11
SNCR11
XNCR11
AMXEF11
AGTC11
CERS11
WYY11
CBIO11
BIOC11
GHG11
LOMLF11
ENIC11
GOEV11
VERX11
DCTH11
WVE11
BLDP11
ALRN11
KROS11
CLVS11
JRVR11
EFOI11
IONS11
VHC11
DCSX11
OGEN11
RCRT11
ADXS11
LBCMF11
BBI11
GOSS11
AXU11
OYST11
HIMS11
KPLT11
CMRZF11
ENSV11
SLRX11
PULM11
ABUS11
LQAVF10
NXTP10
SJ10
MESO10
DRRX10
THM10
IBRX10
YI10
AASZF10
PRVCF10
HERTF10
ELTP10
JP10
TBLT10
EHTH10
ITCB10
CUE10
ACHV10
MTNB10
AQST10
APT10
ATER10
ATNM10
HRTX10
LMFA10
AKRO10
GBIO10
PBYI10
NGVC10
LGDTF10
RAMP10
JAGGF10
CANG10
ADCT10
ETON10
GKOS10
MLLOF10
CLRB10
NVGLF10
HAPP10
ICLK10
AKTX10
TPST10
HTBX10
ORMNF10
CHMJF10
RGLS10
ROYL10
GRUB10
EDUC10
GHSI10
XCUR9
AAOI9
GNBT9
FMTX9
DGLY9
AYX9
ZIOP9
HOTH9
EKSO9
SLQT9
CMMB9
AVCO9
HCHDF9
CLBS9
GDS9
FUSN9
GAU9
TXMD9
STRA9
INM9
FDVRF9
GPL9
GLMD9
NSRPF9
TRVN9
WATT9
KRMD9
MNOV9
GRWC9
NBY9
CYTR9
CLXT9
ARAV9
CMCL9
VMD9
VIVE9
BWEN9
MDGL9
ADMA9
NVIV9
NVTA9
URGN9
ABEO9
KURA9
GNCA9
TRIL9
LGHL9
UIHC9
RSPI9
ALVR9
ABNAF9
BBBXF8
CBD8
XFOR8
BTG8
AEYE8
MBRX8
TDOC8
ITP8
PTE8
BZUN8
OWRDF8
ORIC8
RLMD8
VJET8
HFFG8
CBDS8
KBLB8
LITB8
CYRN8
GLDG8
EYEG8
RSI8
REFR8
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