【2021/07/31】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

2021-07-31 2021-04-30 2021-01-31 2020-10-31 2020-07-31

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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PANW71
MPWR71
ARC71
OBNK71
JCS71
RYAM71
MSI71
ARTW70
DNOW70
SPNE70
RMD70
DPZ70
FFNTF70
FRC70
HFBL70
SWIR70
GT70
HESM70
THTX70
ACDVF70
SAR70
BFIN70
ATUSF70
TW70
TSRI70
SMHI70
GLAD70
SPI70
AXGN70
CPHI70
PLBC70
XYL70
NVO70
HZO70
GTN70
CINF70
BSMX70
BLMN70
GES70
WIRE70
TALO70
CODA70
MAT70
CPLP70
NVST70
BECN70
NBIO70
AZUL70
INMB70
NTR70
NXST70
EW70
BKCC70
MMNFF70
HROW70
EVLO70
GNAL70
NDAQ70
ORI69
EMR69
CLH69
SEE69
FXNC69
UMPQ69
ADMP69
TAC69
PLIN69
FL69
EXPE69
A69
CANB69
ORRF69
LMAT69
FTCH69
FBNC69
LPLA69
RBCAA69
VECO69
WTTR69
PCOM69
TDW69
CORE69
DVD69
PBH69
UMBF69
FCNCA69
MAGS69
VBLT69
SCOR69
XOM69
IQV69
BRKS69
PAGP69
RAPT69
CNBKA69
VICR69
CIVB69
CWBK69
ACU69
AIN69
HZN69
SCHL69
VLY69
ICCC69
SENEA69
KOF69
PNC69
BBIG69
GGB69
PMD68
ASR68
MCBI68
CNS68
XAIR68
LAC68
AMP68
MGMLF68
POWI68
LGIH68
ZUO68
OFG68
GHC68
GTES68
ANIX68
BASX68
IDEX68
MSBI68
SASR68
RWCB68
SQ68
BCSF68
LINK68
GRPN68
TOWN68
SGH68
ITT68
LTBR68
TRVG68
PAYX68
SAN68
RTX68
PBI68
PBA68
PI68
FLDM68
HRZN68
AQUA68
RYFL68
PRU68
CHPT68
KEYS68
FSUMF68
ATOS68
HRC68
DXCM68
APG68
ISTR68
BBL68
ALVOF68
ALTR67
RGEN67
EXP67
UFPT67
NXPI67
FRSB67
MTD67
SMBK67
BCML67
SHSP67
PFPT67
PTR67
ILMN67
MEI67
OTIS67
ALTG67
LPRO67
GEF67
CPRT67
NGTF67
ARFXF67
BPRN67
SPXC67
BNPQF67
ALYA67
GWRS67
WNEB67
NEX67
ENTG67
FMX67
UI67
CTG67
ERO67
QNTO67
UNB67
AMHPF67
TTD67
UNTY67
GROW67
ALKS67
ALIM67
NTEC67
AXNX67
VRNS67
TEL67
FITB67
FIVN67
ISRG67
NVEC67
FSV67
JBT67
ALMTF66
CYRX66
CHRA66
FRAF66
HIG66
CNMD66
MBIN66
ATRS66
ULTA66
GLOP66
TSLX66
FSUGY66
ATCO66
BCO66
SNV66
MLHR66
BLLYF66
PDLB66
BBRRF66
ADBE66
WSC66
TRIP66
HEES66
QRTEA66
NATR66
JRSH66
KULR66
CCAP66
MMAC66
HLT66
LXFR66
OILCF66
PAC66
CHMG66
HTGC66
PAA66
SAIA66
AOSL66
WPP66
WHF66
OZK66
HIFS66
SYNL66
AFL66
RBKB66
QCRH66
CNNB66
LASR66
KGFHY66
PLYA66
FFIN66
RNDB65
AMD65
CCNB65
SPFI65
GCBC65
BRFS65
EAF65
APA65
DKL65
POOL65
APPN65
SEEL65
LTRPA65
HWKN65
HSTM65
TCPC65
TSBK65
NVEE65
TRI65
ACI65
BTVCY65
OPCH65
KT65
NTWK65
KSPN65
WETF65
BNPQY65
ITGR65
MDB65
NRIM65
FCBC65
RIGL65
CMTV65
EML65
GOLF65
LH65
CMA65
HCAT65
ISBC65
FSFG65
CMTL65
TM65
CODI65
FHB65
ABB65
DELL65
BOX65
WSTG65
OCSL65
NGVT65
HEAR65
TPVG64
BCOW64
FCFS64
ADP64
PKBK64
KAI64
RGP64
TRU64
EB64
TTGT64
OSK64
GPRO64
CDW64
PRPO64
KMPH64
SIGI64
CLIR64
TLC64
MCO64
MAR64
CFX64
CLDR64
FCSMF64
CPS64
PBR64
SYNH64
USAC64
LAZ64
FNNZF64
PXD64
AGM64
ALCO64
VRNT64
TRTN64
CDLX64
DESP64
UIS64
PH64
CRY64
INFI64
CTS64
GOOS64
VRRM64
AMOV64
IAALF64
ARW64
TA64
EBR64
BWB64
GLDD64
LTUM63
MRNS63
SNBR63
DGII63
MEDP63
KIDS63
KZIA63
INFO63
MMSI63
FSK63
WB63
MXC63
STL63
BRY63
ZKIN63
MTX63
CACC63
CRNT63
DOOO63
PHX63
MIME63
LBC63
AMS63
SRAX63
ON63
POLA63
MGA63
VGR63
SMAR63
NRGOF63
JFIL63
ALNY63
KOS63
SBUX63
ESTC63
PTNYF63
FB63
ZUMZ63
HOPE63
IMKTA63
WSM63
SCI63
YUM63
PFBC63
LYV63
FGBI63
BHP63
AAP63
RY63
BAC63
GNRV63
KSU62
ACN62
ATOM62
IRWD62
AZO62
MLM62
EYE62
BLRX62
UNM62
ARGO62
YELP62
PFG62
BC62
CPSS62
WPRT62
AIMC62
PAGS62
BKU62
AMX62
CBOE62
FCCO62
RELX62
ORN62
BCOR62
J62
ELVT62
FREE62
CF62
OIS62
LMST62
STN62
HZNP62
AZZ62
BPMP62
VVV62
PPD62
IINX62
BVH62
BLK62
MOH62
BBDC62
AUTO62
ELTK62
RVSB62
MATX62
BK62
LAD62
NMTR62
HAL62
ODFL62
EPC62
WH61
MCLDF61
CFG61
SXT61
EXPO61
JPM61
FIX61
MDJH61
HON61
FWRD61
SPB61
GRA61
ZION61
XPO61
ARD61
RS61
BEEM61
BDC61
DHR61
BWAY61
CSTL61
UHS61
ESYJY61
HPK61
EBAY61
FDMSF61
PROBF61
CZNC61
SAH61
OPRT61
SRRA61
INT61
BNS61
HTBK61
CTMCF61
XENE61
VPG61
DVAX61
BBU61
FFBC61
DNCVF61
SEB61
QUIK61
EDN61
AP61
PUCCF61
AVT61
AIG61
FFIV61
MAIN61
DEO61
GRTS60
RTLR60
INBK60
FRBK60
ESQ60
RSG60
ELAN60
RMBI60
ROK60
CUK60
ACAN60
SAMG60
BFST60
CE60
GD60
HMTV60
HLIT60
GRBK60
KNOP60
ISSC60
FFWM60
MSFT60
MTL60
MMYT60
FLIC60
ZTS60
NLSN60
DQ60
PFS60
IX60
ZLAB60
LECO60
SGBX60
LOOP60
BLDR60
WM60
STT60
FUNC60
HUBB60
SHLX60
SFNC60
GIFI60
CDZI60
ESGR60
GPC60
JHX60
REPYY60
UGI60
ENZ60
PLSE60
NSP59
AEHL59
HPE59
APO59
PQG59
PM59
AFMD59
LBAI59
ADT59
TOUR59
HRVOF59
LHX59
DAKT59
PCSB59
FCF59
WEYS59
TD59
GENH59
STNG59
OTCM59
SPCE59
UFI59
MNDJF59
LILAK59
KNTNF59
ENSG59
FIVE59
COLL59
EBSB59
JMSB59
RBC59
BHC59
AEZS59
HEOFF59
AOTVF59
MTSI59
MMC59
ASUR59
LEN59
CAPL59
FAF59
FORD59
FHI59
RHHBF59
HPQ59
AXAHY59
MOFG59
FDP59
TPB59
ETH59
MHO59
BONXF58
IP58
RF58
OC58
UNVR58
ORLY58
WAFD58
WORX58
VERI58
FRGI58
PFIN58
LNN58
WLDN58
ACCO58
MLI58
IMAC58
SSSS58
CATY58
CLWT58
BMI58
UBS58
AXAHF58
TWST58
PTC58
STRR58
PFBI58
CLRO58
PRIM58
NSSC58
CSCO58
ASLN58
NTRS58
SXI58
ISBA58
PZZA58
USB58
KEY58
DISH58
RMBL58
GBX58
BHB58
BIO58
PFBX58
ALL58
PPBI58
MGYR58
BEN58
SFE58
FMBH58
MCY58
WDC58
KEQU57
FSR57
ACM57
HONE57
BLX57
CATC57
CHNG57
MBUU57
WLKP57
BILI57
AVGO57
DWSN57
MET57
AOS57
AMSWA57
HSC57
OTTR57
CBFV57
BCTX57
E57
MGIC57
IRDM57
MWA57
CSV57
VNDA57
CBT57
KRNY57
MX57
TTC57
HY57
DIOD57
WBS57
FLS57
H57
WOR57
BG57
OSG57
FISOF57
KBSF57
ROG57
SWKH57
ANDE57
TDY57
PLNHF57
GMBL57
SNPS57
OSW57
EFSC57
ARCO57
APYX57
QFIN57
GMAB56
PKE56
CNSL56
AME56
CVS56
KW56
SMCI56
HCKT56
HXL56
ANTM56
EVA56
SAL56
AAPL56
TYL56
DHIL56
EBTC56
BNCC56
LILA56
COST56
JFU56
FLXS56
CARE56
GPK56
WWD56
DOW56
NL56
RL56
IART56
EEFT56
CPK56
ENS56
NHTC56
BCPC56
ADI56
AZPN56
USAK56
ITRI56
MBWM56
CFB56
ENB56
RUSHB56
NUVR56
GTX56
FRME56
MFGP56
LYB56
LMRK56
ALJJ56
AON56
PAM56
CAMP55
NKSH55
LIZI55
BIIB55
VLO55
WTFC55
EDAP55
BNOEF55
WNS55
COHU55
FUN55
LIFE55
L55
MAXR55
FN55
FNLC55
TXG55
STC55
PYPL55
GLGI55
LAZY55
RDCM55
TCBI55
DCO55
SBSW55
OTTW55
ICLR55
XRAY55
WASH55
OSH55
EXPGF55
NOBH55
REGI55
CRH55
OOMA55
SPGI55
KALV55
KMI55
CALB55
OPOF55
SSBI55
RDWR55
ITCI55
RIO55
USFD55
MCRI55
VFF55
RDI55
EIG55
FNB55
ADIL55
UAA54
DTEGF54
DLTH54
MTG54
FCN54
GEOS54
TCS54
USLM54
PTON54
AVLNF54
LIN54
CDXS54
KMX54
CHH54
WRK54
RDVT54
SLGL54
CTAS54
G54
BEGI54
CMCSA54
TREC54
ASGN54
ALK54
BKR54
GAXY54
BRKL54
EQH54
KE54
ALLE54
BBIO54
SU54
SWCH54
AWRE54
XRX54
MXIM54
FBC54
VNCE54
FHN54
FNF54
CWT54
EMN54
TXN54
WW54
TDG54
HMC54
C54
LIND54
CLBK54
MTCH54
BERY54
TPH53
LEMIF53
SSNC53
BA53
FUL53
WMB53
FE53
RYB53
UNH53
CRCUF53
SGU53
AIT53
COO53
MMI53
NX53
VEEV53
AVYA53
SLAB53
BANR53
NOVA53
UA53
BKSC53
HI53
CDNS53
BJ53
ZNTL53
LKFN53
EVTC53
PKOH53
FSTR53
DHI53
TRUE53
AIZ53
SHW53
MGPI53
LPSN53
LULU53
IMBBY53
FELE53
SPKE53
CME53
DSGX53
CTEK53
LINC53
CRNX53
IFMK53
MCK53
WINA53
NGS53
CHTR53
IGIC53
PFE52
AL52
SKM52
THG52
ADSK52
HSY52
BSBR52
CTIB52
TTEK52
CIX52
CRLBF52
MDU52
KRTX52
IFF52
LAWS52
MATW52
CFR52
SIBN52
CPHC52
SHAK52
HWBK52
FULT52
ADDYY52
DCI52
FOCS52
DDOG52
BOKF52
TRC52
RDSMY52
FTHM52
GSKY52
LBRDK52
IR52
HHC52
TOL52
NXTD52
CAC52
SPSC52
XLNX52
SYK52
KTHN52
VAC52
MPB52
MBCN52
ICFI52
LEA52
FORR52
NS52
NICK52
ESSA52
PROV51
CBZ51
NHC51
BMTC51
GAIA51
INXSF51
ABBV51
MO51
AROW51
MIXT51
WCN51
APH51
V51
TU51
CGNX51
ACTG51
ABEV51
SNA51
FPAY51
VIACA51
KTOS51
PAR51
CVLG51
ASB51
RBBN51
NFG51
OMC51
RIBT51
BANX51
ITIC51
LUMN51
EC51
SWI51
TMUS51
WBK51
WING51
MGTI51
NICE51
GLOB51
CHWY51
ALV51
ELF51
BR51
VMC51
CLSN51
CNA51
INUV51
EXPGY51
EPD51
DSKE51
OWPC51
CSPI50
NETE50
WAB50
SABR50
TXRH50
PSBP50
MTN50
JNPR50
UTL50
WFG50
AUB50
SNFCA50
BCE50
ROP50
HNGR50
EPAC50
OTEX50
TSC50
IEX50
IBCP50
RMR50
STBA50
GIB50
WSBC50
FRO50
USPH50
AEG50
GBDC50
MTC50
HE50
ACLS50
NOW50
ACNB50
BASFY50
KISB50
INVA50
ITUB50
DVCR50
DTEGY50
BWA50
KR50
STM50
PKLBF50
TKR50
AJG50
MDT50
CHUY50
XENT50
TER50
TGP50
CVX50
AJRD49
RHHVF49
LBRDA49
EMCF49
BANC49
JBHT49
LAUR49
MSM49
CNP49
HLNE49
DIS49
ULBI49
INFN49
CVCO49
GGG49
NRG49
PBCT49
HBCP49
GWW49
HBAN49
GHL49
PINS49
LARK49
QRVO49
SANM49
FGPHF49
FNCB49
PPG49
SHIP49
ST49
LSXMA49
EXDI49
KLR49
IBTX49
ADDDF49
LPL49
UBFO49
CCOI49
SRCE49
ZI49
IRS49
NVR49
CRWS49
AMNB49
CARS49
OR49
OEC49
OSIS49
TRMD49
CSWI49
IFNNF49
HII48
AXL48
RCL48
HOLI48
EVOP48
HTH48
HUBG48
CSOD48
LFUS48
BRC48
SRRK48
AKZOY48
NLOK48
NTCO48
CO48
HL48
OI48
BZH48
ACIU48
MYE48
TFSL48
PCTY48
BBSI48
VCRA48
TSCO48
VIAC48
AMMJ48
CTLT48
FBAK48
HBNC48
MAKSY48
DIN48
SRDX48
ADMS48
RHHBY48
BHF48
UFPI48
EQNR48
IPIX48
CAT48
MASI48
BSX48
TMO48
SITE48
ORCC48
GSBD48
LOGI48
CCL48
JCTCF48
TRT48
NMTLF47
STE47
XPER47
LSXMK47
SMMF47
IAC47
MPAA47
GATX47
DVA47
PII47
AE47
NTUS47
GLNG47
MFC47
LEGH47
CLS47
UTHR47
ADM47
BOH47
KNX47
MUFG47
RDN47
BRO47
TGNA47
TFC47
FUSEF47
MCS47
TK47
MLAB47
XOMA47
BP47
DTIL47
MYO47
IEP47
HSIC47
B47
ISUN47
BGSF47
BUSE47
LMPX47
ROST47
JAZZ47
NSTG47
PSX47
ESCA47
CACI47
KTRA47
ETSY47
ALE47
NOVT47
IHC47
RUSHA46
FRG46
NCLH46
FLEX46
SVVC46
TEF46
MU46
MERC46
FDX46
MORN46
STRO46
SHEN46
CB46
WSBF46
FNV46
PRGS46
SBT46
SBFG46
ARAY46
INSP46
MMP46
TRN46
MA46
MEOH46
OMAB46
TSM46
FAST46
CRK46
SLF46
PATK46
NWL46
WMG46
FMNB46
CBLI46
IIIV46
VTOL46
LND46
AY46
QSR46
STRS46
OVBC46
GBCI46
ALRS46
FSS46
RCI46
HD46
NYCB46
BABYF46
RSSS46
AVLR46
CWST46
MMM45
SCZC45
FOXA45
RYAAY45
ALGT45
CBMB45
BLGO45
CBTX45
PFC45
KO45
MGEE45
UAL45
DOGZ45
LANC45
OVLY45
FTI45
FMCB45
GLW45
ECOM45
AEIS45
DUK45
FMBI45
KEP45
MGRC45
DANOY45
HTLF45
PSMT45
UPS45
PUK45
MSA45
NOV45
PJT45
TIGO45
DOX45
VG45
NEN45
LMNR45
CAKE45
DD45
CVR45
CMP45
ELSE45
CXXIF45
HEI45
PEP45
UVV45
EXK45
ALTO45
BSBK45
GLRE45
NVCR45
TWLO44
FNRN44
LTRX44
IFNNY44
CP44
PPC44
CINR44
TWNK44
DG44
HCHC44
NOC44
ABVC44
TJX44
CIEN44
INSW44
DLB44
MKL44
UCBI44
SYBX44
BIP44
SUNS44
DNLI44
FFBW44
FEYE44
PLPC44
SAVE44
VALU44
AWR44
TMP44
NWBI44
FWONK44
DB44
PKG44
HA44
USM44
TRS44
EXC44
ACGL44
CREX44
PUMP44
AEL44
MCHX44
PROS44
BRP44
NDSN44
QCOM44
PLAB44
CULP44
LBRT44
HAS44
IDA43
AMAL43
VOYA43
PFSI43
KB43
IIVI43
TNC43
CASA43
JACK43
VSAT43
ARMK43
IBM43
GVP43
PHM43
BASA43
DARE43
PBIP43
BELFA43
ABM43
HIL43
SCS43
MCD43
WHR43
BE43
NNI43
LBTYK43
CCNE43
TBNK43
NC43
CNO43
BBD43
CMCO43
LOW43
LPG43
CSX43
PRTS43
ZM43
SBSI43
DAL43
ONCT43
ABC43
GSBC43
MTH43
SRTS43
JJSF43
PFIS43
HBT43
RGCO43
FTMDF43
ICE43
ASRV43
MANT42
MTRN42
CQP42
STRT42
JNJ42
SMSI42
SAIL42
IBP42
RES42
LUV42
EVK42
CCM42
LCNB42
CARG42
BMY42
TAYD42
SBCF42
FICO42
NECB42
NCMI42
CPA42
ADRNY42
THR42
CW42
LBTYA42
USNA42
WSFS42
SCCO42
SGLB42
TDS42
MMS42
CAJ42
VNTR42
ALXO42
CHMA42
AHODF42
MUSA42
MCHP42
SON42
AUNFF42
FLWS42
MYOV42
BIOL42
TENB42
NATI42
NATH42
ZYNE42
JBSS42
NWCCF42
SHG42
CWH42
AMK41
DLNG41
AROC41
KEX41
CMPR41
BLKB41
KINS41
EDIT41
SSD41
NVAX41
OSBC41
LCII41
SJI41
CTVA41
HQY41
AMPH41
ANIP41
ACMR41
PCYG41
ITI41
BCDA41
ELMD41
DJCO41
RCUS41
KWR41
ACST41
ABTX41
UNP41
MDLZ41
WF41
EAT41
BLD41
TRMK41
PRO41
PAHC41
WSO41
TRP41
SYY41
AAWW41
PPIH41
SQM41
CNC41
GTS41
HOFT41
HKHHF41
TLK41
LDOS41
OVTZ41
AKAM41
FBK41
HMST41
NODK40
TNET40
AVDL40
SNEX40
RPTX40
GDRZF40
AWK40
SANW40
CI40
NVS40
BJRI40
EYPT40
GSK40
EHC40
Y40
DTMXF40
LAZR40
OPGN40
NJMC40
TRV40
MGLN40
RE40
SJM40
AERI40
SMTS40
BSRR40
UTZ40
PLXS40
BATRK40
KDP40
WGO40
EVRG40
NEP40
TREX40
ARGX40
VERO40
RGR40
ITW40
CPSI40
VIAV40
PLUS40
PEBO40
MYSZ40
TENX40
PBFS40
YRD40
HDB40
RETA40
HEINY40
KN40
TTCF39
WTM39
EBMT39
AZN39
NJR39
CEPU39
AVA39
KELYA39
PODD39
OLED39
TCBK39
NSC39
APAM39
FWONA39
FIBK39
DGX39
TMX39
LII39
FTS39
NGG39
RLI39
INFU39
PNBK39
DTE39
CHCO39
IHG39
SPH39
IBA39
NTCT39
PFGC39
SELB39
PRMW39
LMB39
LNT39
STZ39
PDEX39
PD39
POR39
SR39
CALT39
ELYGF39
EBF39
MAG39
VSH39
CLPS39
CWCO39
LMND39
WLK39
PAYC39
LSTR39
BKH39
PFIE38
AMOT38
EVBG38
NEPH38
TMQ38
ALRT38
HNNA38
ICAD38
VEON38
CSTE38
MDC38
KFFB38
DS38
LEG38
SEIC38
RLGT38
SMFG38
SWK38
HKHHY38
VRCA38
SBGI38
EBIX38
PWOD38
TNDM38
ACCD38
BATRA38
ATLO38
POLY38
MUNMF38
ARKR38
EZPW38
MELI38
CAAS38
AXTA38
DSPG38
KHC38
UONE38
PGEZF38
HCYT38
UBSI38
EXTN38
CAH38
XLRN38
PLNT38
SCSC38
SCYX38
SWKS38
ARTL38
NUVA38
RSSFF38
HBORF38
BTI37
CPIX37
CREE37
CCK37
HLX37
CTBI37
ACHFF37
IMXI37
AXS37
CYBR37
ATGE37
ALG37
EQT37
CSIQ37
GRC37
AES37
NDVAF37
CCBG37
TELA37
LOCO37
AFI37
DHT37
TGTX37
VC37
HURC37
TR37
JKHY37
WTRG37
FOX37
HFC37
JOBS37
HCC37
QTRX37
BNFT37
IMBI37
BKNG37
FBHS37
REGN37
NFH37
FDS37
BDR37
RACE37
DISCB37
GABC37
OPTT37
YUMC37
BEP37
MACK37
ULH37
HBI37
EVGN37
HALO36
SPWH36
HTGM36
MBT36
BBDO36
PRK36
WRB36
XBIT36
TSN36
COLM36
RPAY36
CERN36
NTB36
NRIX36
BV36
MACE36
TSEM36
XONE36
PG36
WEX36
TAP36
GNTX36
YNDX36
FVE36
SAP36
CBU36
DORM36
MNST36
PDCO36
WRAP36
CLSK36
FRPT36
CDAY36
UNF36
SO36
SKYW36
SILC36
GILD36
PRGO36
BSAC36
ELP36
ARWR36
BCTF36
NVGS36
SJW36
CRM36
FTV36
PEG36
AMPE36
VFC36
WBA35
DENN35
GSHD35
NNBR35
RNST35
MNBP35
JDVB35
BIPC35
RVP35
STKL35
MRK35
ORLA35
RVNC35
SYBT35
LIVX35
PBF35
ECL35
DOOR35
CURLF35
SIRI35
IBOC35
PGTI35
CYCN35
CRI35
ALC35
PRI35
QNST35
CNK35
MCFT35
ETRN35
HSBC35
NP35
VST35
CCF35
PRA35
BIG35
OCN35
NARI35
NWE35
MFG35
CASS35
INGR35
PPBN35
BHE35
ANSS35
NBTB35
WWW35
HELE35
HAIN35
MDLA35
ANIK35
AESE34
DLAKF34
ATCMF34
HNI34
ABMD34
ABT34
HGSH34
BUKS34
SRI34
AGR34
FI34
IAA34
MEXGF34
OCFC34
ECHO34
SRT34
DISCK34
EEX34
ASH34
POAI34
OGE34
WILC34
DGICA34
NWN34
IMTX34
WERN34
CBSH34
HUN34
TRST34
SNY34
WMK34
AMCR34
BEPC34
CSGS34
GDDY34
PHAS34
PHCF34
DMRC34
AC34
NPK34
HLF34
USAU34
KBH34
GECC34
JOUT34
DKNG34
PAE34
HOLX34
MKSI34
CNI34
BBAR34
MTB33
AYLA33
NCBS33
CSII33
EFLVF33
TWOU33
BAH33
HOG33
ZBH33
PRAA33
PB33
DRIO33
ARLO33
GWRE33
FIS33
IOSP33
SWX33
NBHC33
YPF33
FISV33
AEE33
CENT33
AISSF33
VMW33
ASTS33
BKI33
HMN33
FLR33
AVAV33
OFIX33
ALRM33
NEXA33
OLB33
WEN33
FORM33
GPRK33
ABST33
TUFN33
QGEN33
ACEL33
DLHC33
IVA33
UTMD33
CHT33
MLR33
EGAN33
NTIP33
CRSP33
GBLX33
BGNE33
PWFL33
MRKR32
PENN32
THFF32
UTI32
SOHU32
EDVMF32
KOP32
SRCL32
NOAH32
NEOG32
FSLR32
NUS32
BL32
SWM32
SLGN32
AQN32
OSN32
KAR32
CASY32
RRBI32
OSIIF32
RUN32
VRME32
JELD32
CHKP32
CHDN32
AWCMY32
REX32
RZLT32
AUDC32
CENTA32
FARO32
MANU32
WIX32
SSB32
WDAY32
ROL32
TFX32
IGMS32
PNDHF32
TNK32
NI32
PINC32
AMGN32
POST32
BFC32
WMT32
SEDG32
CNX32
VRSN32
EGHT31
BFAM31
KMT31
TCX31
EURN31
ARTNA31
PNW31
PPL31
SOI31
OFLX31
SGC31
HFWA31
LNDC31
PLG31
CWEN31
LMT31
PEGA31
OGEN31
MAIFF31
ANNX31
RDFN31
YORW31
CNXN31
BCC31
IPGP31
APD31
EA31
IDCC31
EGRX31
RGLD31
XPL31
JBLU31
ADMQ31
HHLKF31
CABO31
INTC31
KVHI31
NEE31
KL31
SFM31
IBKR31
LHCG31
ODC31
CYAN31
IVAC31
PGR31
AIRG31
PETS31
QMCO31
CRUS31
ESNT31
BKUCF30
AEP30
SPCB30
ASTE30
LQMT30
MTRX30
BDSI30
SAIC30
RGA30
NRC30
DLAKY30
CHGG30
SOGO30
ICUI30
VCYT30
QUAD30
NMIH30
GOL30
HUM30
ZSAN30
FIZZ30
NWFL30
PRQR30
TTMI30
TARO30
BMRC30
NWLI30
PCTI30
WPM30
QTRHF30
REKR30
DBD30
MHTX30
LRN30
UEPS30
GL30
SRE30
UVE30
GPN30
FTDR30
AREC30
ADOM30
LGL30
SNP30
TG30
RBA30
SAFT30
SVT30
NFLX30
ACA30
NEWR30
UBER29
PXLW29
THO29
BBY29
MPX29
SGA29
FLO29
AGCBF29
VRSK29
WYNN29
SPTN29
IDN29
ASPS29
GNTY29
AEY29
CSGP29
ROCK29
ATO29
SII29
CYD29
IMAX29
PSN29
HOMB29
RCM29
AVD29
CSBR29
CMI29
CBDY29
GNW29
VOD29
SUPN29
PNM29
NEO29
PLOW29
MAS29
ITOS29
LAKE29
UBCP29
CL29
DK29
SAND29
MCBC29
NEM29
AQSZF29
ZEN29
WWE29
PGOL29
K29
AGX29
Z29
PLRTF29
AMZN28
HUSA28
WAFU28
BOOM28
SUPV28
NPTN28
SCPL28
AZRE28
BDX28
ELA28
OONEF28
UTSI28
KBAL28
PMCCF28
GHM28
GNUS28
ETR28
DMKBA28
NKTX28
THS28
PAYA28
ALSN28
ZGYH28
KMB28
ESSC28
BUD28
GLT28
MYMD28
MHH28
SDPI28
TCMD28
ESLT28
PVCT28
PSTG28
SNN28
TMHC28
UAVS28
REPL28
QUOT28
ZG28
LSMG28
AMRX28
ZIXI28
OKTA28
HURN28
KNSL28
WDFC28
CBRL28
WU28
VZ28
CBB27
QD27
MEDS27
XEL27
POWL27
NOMD27
BRLI27
TTWO27
KRYS27
INDO27
ACIW27
WEC27
CMS27
FDBC27
NXGN27
BANF27
SNDR27
ASC27
ES27
FMS27
NGENF27
ETTX27
CIG27
RYPPF27
AMBC27
CEVA27
DISCA27
LIVK27
CVV27
MCMJ27
GASS27
ATRI27
RAD27
SSYS27
CHD27
VISL27
GNRS27
BGS27
SEAC27
CHNR27
CORT27
GWGH27
VS27
SUZ27
INDB27
PLAN27
BORR27
CRON27
CERC27
FTK27
MNRO27
MGHCF26
ONB26
BXS26
RPM26
COLB26
RBCN26
EMX26
FLT26
GRNV26
PTNR26
FMAO26
QTWO26
NTES26
HIHO26
GGAL26
APEI26
CVBF26
MAPS26
BFRA26
LOPE26
ZNGA26
LIACF26
ED26
KRO26
RMAX26
PEN26
UL26
JMIA26
SREV26
SCPE26
SMIT26
GTBAF26
MSMGF26
CYSNF26
OLLI26
MNTV26
GLEO26
AUPH26
SGEN26
OGS26
BLILF26
MPLN26
SINT26
NVFY26
PFHO26
GIS26
VIRT26
CIR26
FORTY26
PLMR26
VIVO26
T25
NES25
MNTR25
ORAN25
DY25
HEXO25
MSGS25
FOR25
AVAL25
NVRO25
USX25
GFF25
LYTS25
VIV25
CTIC25
ASLE25
HTHT25
HBB25
ALAC25
SFTW25
CFFN25
ALID25
DFNS25
AGIO25
SIEB25
CPAC25
SPPI25
OPRA25
RCKT25
GBLI25
NMR25
CHAQ25
PCRX25
HSDT25
CHPM25
SCL25
CCHWF25
SHI25
ENDP25
ATUS25
ATR25
STNE25
AXAS25
AQB25
MGTX25
FBIO25
CKPT25
RDY25
THCA25
CDK25
OSTK25
HRL24
GRTX24
CCAC24
AMSF24
ATCX24
CIBEY24
ESE24
AYRO24
SYN24
BWXT24
PETQ24
VLGEA24
IPCIF24
TAK24
GTHX24
CSVI24
ENV24
PRTG24
DLTR24
CHRW24
BELFB24
CNTG24
SCVX24
OILFF24
EIX24
FEIM24
IPDN24
SOAC24
MUX24
ATVI24
MRUS24
HNP24
GENC24
CHE24
SA24
CTSH24
D24
NYT24
IEC24
SFL24
TKC24
DNMR24
FMC24
NTGR24
ALDX24
MRTN24
WHLM24
AMED24
SMTC24
CANF24
BIDU23
SMP23
APPF23
SMED23
XP23
GCAN23
ENIA23
ADXN23
OMEX23
GFI23
CNFR23
MRTX23
MLP23
AVNS23
TPC23
MITO23
DFPH23
CECE23
OMER23
COSM23
AAON23
GARWF23
LBUY23
ICD23
CIB23
BIOAF23
PRDO23
BMMJ23
AIKI23
NWPX23
DRD23
KAMN23
MGNX23
ECOL23
ASPU23
ANAB23
UEIC23
ARMP23
WLTW23
SDGR23
OSPN23
HCSG23
GURE23
WWR23
AFYA23
AG23
GCP23
WABC23
WNC23
VTRS23
HGEN23
ORGS22
CVET22
REYN22
SSKN22
JFIN22
OSUR22
AGE22
CANN22
BAX22
SPRO22
ETWO22
SQBG22
AKBTY22
CVU22
LW22
BRGGF22
BCH22
STRM22
VEC22
AIM22
RXMD22
SIGA22
RETO22
XIN22
GNLN22
BIGC22
CS22
AUGG22
KSHB22
SFT22
GALT22
MBOT22
PCAR22
TIMB22
DRQ22
HOFV22
AMSC22
UFCS22
BPMC22
ZYME22
ONCY22
NOVN22
KDMN22
TPIC22
UGP22
VCNX22
BMA22
ENR22
YMAB22
ATGN22
RWLK22
TNP21
KOD21
VKTX21
FBRX21
CAG21
AEM21
MTOR21
GNSS21
ZEPP21
RESN21
RNWK21
EYEN21
MINM21
IMIMF21
OBAS21
PDFS21
ISR21
SQNS21
NNVC21
RGNX21
BLL21
CYCC21
ORA21
EVI21
AGI21
CMCM21
KZR21
AENZ21
RNR21
BMTX21
BLU21
MLSS21
MRAM21
BMTLF21
GOLD21
GEG21
QLYS21
BHTG21
COFS21
BFI21
PT21
MFH21
IMTE21
ATNF21
AIRI21
MAKOF21
SMG21
MTP21
VNRX21
MKC21
SRNE21
MTA20
CPB20
GLVMF20
LITE20
IMMR20
TACO20
MTBC20
TRHC20
WKEY20
GRMC20
COCP20
ERIC20
FNGR20
FANH20
GDOT20
COBCF20
DCNNF20
ATSG20
JD20
JG20
CIA20
PRG20
ZNH20
CXDO20
BOXL20
SILV20
SKLZ20
ACB20
LPCN20
PHI20
VRNA20
BIOIF20
OBSV20
QSAM20
LZB20
MDWD20
LX20
IRBT20
VOXX20
TISI20
CRTG20
AUMN20
VBIV20
NGD20
ERYP20
SOLO20
COG20
ELLO20
ATNI20
SATS20
APM19
MKTX19
CNSP19
ARCE19
ZEAL19
TEVA19
OVID19
DUSYF19
SSRM19
ASM19
SBBP19
CEA19
RMRDF19
NBIX19
SFET19
TIG19
STSA19
FENC19
SNES19
COHN19
AKTS19
NGM19
CDE19
DPW19
CANO19
CBWTF19
INS19
GRVY19
CLX19
STRA19
GFGSF19
BBSRF19
ROIUF19
RPRX19
PGEN19
AZEK19
MOTS19
HUGE19
AGFS19
PCSA19
KTCC19
MBIO19
REAL19
CRTPF19
BMRN19
CYTH19
KAVL19
RVMD19
HTLD19
ADV19
NCNO19
DJIFF18
CVI18
NMLSF18
AUBN18
MMX18
CALM18
RXT18
CIH18
ALBO18
MRCY18
XNET18
ATBPF18
VRTX18
PUYI18
LGND18
MBII18
KMPR18
PKTX18
CCMP18
CNET18
VAPO18
PCVX18
CUEN18
FONR18
PLM18
PNTG18
SPLK18
IMGN18
CWBHF18
TGS18
ZCMD18
SILK18
JRJC18
CRMD18
MLLOF18
HSAQ18
RGS18
ATBHF18
BKTI18
FIOGF18
CURI18
CIZN18
YTEN18
RDUS18
JAMF18
AUY18
TDAC18
CHPGF18
GIGM18
VINC18
PED18
ATRA17
BAND17
RLAY17
CETX17
LTRN17
MIND17
GRFS17
BYND17
GH17
SNDX17
PHG17
KGC17
EXAS17
AUIAF17
ATHE17
MREO17
RNG17
MISVF17
NFE17
PRTK17
ENTA17
AIH17
BUDZ17
SOS17
MIST17
PTN17
USEG17
NEU17
W17
VRDN17
ESP17
PVG17
AIRRF17
MNPR17
QIWI17
KDNY17
TCON17
TUP17
MMJFF17
XSPA17
DMS17
CWBR17
ARQT17
INCY17
GMDA17
MSGE17
XTNT17
TYME17
BTRS17
TYHT17
AU17
IMH16
ARNA16
TEO16
ITRG16
GENE16
ZYXI16
GTH16
LOMLF16
CELU16
KNSA16
NLS16
REFR16
EIGR16
PRPL16
MEIP16
KIQ16
LSEA16
GNE16
FCAP16
CAPR16
NMTC16
EKSO16
ISCO16
MODN16
LIQT16
YVR16
EPAY16
IVC16
INPX16
RCEL16
FWAV16
APLT16
TESS16
GPFT16
CNNE16
FGOVF16
GSIT16
KLXE16
OSMT16
RYES16
KXIN16
SKIL16
PRVCF16
PCG16
BNTC16
CSPR16
SPOT16
OCUL16
IVFH16
RDHL16
VTVT15
NULGF15
AVEO15
PSNL15
GSV15
PHAT15
LBCMF15
DNB15
QDEL15
AWH15
RSNVF15
SNOA15
GNFT15
ALRN15
SPOK15
OBCI15
NXXGF15
ALLXF15
PGTK15
AVCT15
ITMR15
VXRT15
OREAF15
OPEN15
MICT15
ELTP15
CHMJF15
ITRM15
PAAS15
GCMG15
BKYI15
HMY15
GB15
INO15
CODX15
WATT15
BCOV15
SFUN15
LMFA15
NIU15
YEXT15
VVNT15
VGZ15
EVLLF15
NSRPF15
ZTO15
CFRX15
RKT15
CMXC15
ATHX15
UWMC15
ALPN14
RIINF14
OIIIF14
ERIE14
INZY14
NG14
AVCO14
KERN14
HJLI14
LJPC14
CTSO14
RGRX14
NBY14
SINO14
GOSS14
PTOTF14
HKIB14
ADXS14
PHUN14
INDI14
BRID14
ASPCF14
CGAU14
ADUS14
NGVC14
ACER14
ACRX14
SBS14
AMXEF14
ADPT14
LCI14
ARKO14
BLDP14
OESX14
EFOI14
GAN14
PTRS14
MGTA14
LFVN14
AMWD14
CLVT14
SPNS14
DCTH14
AAOI14
CNBX14
CERS14
LFC14
AAMC14
AMYT14
UPLD14
GTAGF14
SEED13
PESI13
CCNC13
SNCR13
TAST13
EBS13
MOMO13
IFS13
VIOT13
UNAM13
ANGI13
SGMO13
HX13
LVS13
EGO13
SURF13
COGNY13
VRM13
PZG13
STOK13
FLNT13
GRUB13
BSGM13
TOPS13
CLW13
HGBL13
AKTX13
GLDG13
APPH13
TEDU13
JAGGF13
WFCF13
BBI13
AHCO13
CXBMF13
EHTH13
MDGS13
SVRA13
GNOG13
ASND13
PTCT13
YCBD13
GRWC13
UIHC13
CHRS13
MPXOF13
BYSI13
LYL13
CMCL13
IGEN13
MLCO13
SXTC12
AGLE12
KODK12
NKTR12
EMHTF12
SRAC12
NBEV12
PXS12
RKDA12
NORZF12
AXDX12
BAP12
INSG12
SLQT12
VJET12
CBAY12
APTX12
THMO12
NSFDF12
NCPCF12
CELP12
LTRPB12
ABNAF12
AMTI12
AFIB12
AXU12
JRVR12
MTNB12
PING12
THM12
ANPC12
TCOM12
CVGW12
GXSFF12
CJJD12
PROF12
QURE12
IONI12
ZGNX12
WEI12
AGTC12
CTXS12
NAT12
CMRZF12
EDSA12
PDD12
EXN12
LGDTF12
KMDA12
CARA12
PYPD11
XGN11
AUSVF11
VERX11
CLVS11
FF11
VERY11
SVM11
SIOX11
MOHO11
DTSS11
VIR11
CUE11
RNA11
ALLK11
SLRX11
ADTX11
BNR11
GO11
LL11
VHC11
PSTV11
EQ11
PSTX11
ENLV11
SCPH11
LPTH11
FUSN11
BTG11
GNPX11
KNDI11
TPTX11
CDTAF11
MIRM11
RGLS11
CGC11
REED11
HAPP11
MARK11
RRRLF11
XERS11
ARAV11
SJ11
WYY11
RYTM11
BIOC11
HCHDF11
GBIO11
GROM11
OPXS11
BLI11
GNBT10
NRXP10
EVER10
XFOR10
ITCB10
MESO10
HTBX10
XNCR10
NAVB10
GOEV10
ENIC10
COUP10
DADA10
BABA10
CLXT10
IAG10
ARDS10
NVIV10
ACOR10
HRTG10
OPK10
ABUS10
NVTA10
FTFT10
GPL10
TNXP10
PLRX10
AASZF10
RARE10
ONVO10
ROMJF10
CBIO10
ABIO10
IONS10
AGAUF10
RVSDF10
AREB10
BVN10
PTE10
IPA10
NGL10
MIMZF10
GNCA10
PBYI10
TBLT10
GGGOF10
ROYL10
XL10
ZIOP10
LQAVF10
MMRGF10
SECO9
CRBP9
INM9
RSI9
CLBS9
INSM9
AXLA9
GKOS9
WVE9
KURA9
AMBO9
GAU9
LPTX9
BCLI9
TXMD9
VMD9
GERN9
PHIO9
TAOP9
DXR9
TDOC9
KRMD9
HFFG9
EQX9
MGWFF9
KC9
DRRX9
OPTN9
ORMNF9
CGRN9
EXEL9
ALNA9
PULM9
CBDS9
ABEO9
AXSM9
CYLYF9
HAE9
IPHA9
BLCM9
NWYU9
EXMGF9
NRBO9
RCRT9
LOV9
OWRDF9
IRVRF9
NVCN9
URGN9
MBRX9
NXTC9
SUMR8
GHSI8
ADCT8
SRPT8
RLMD8
RAMP8
FLOOF8
HOTH8
WKHS8
CYTR8
ALVR8
NVGLF8
MSC8
PHGE8
ONEM8
AMRN8
ITP8
CLRB8
AKBA8
ATNM8
BWEN8
NKLA8
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AYX8
TMBR8
FSM8
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KLDO8
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MDGL8
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GRIL8
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AUTL7
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TPST7
AXDDF7
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PLAG7
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WMPN6
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ADN6
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ARCT5
TTNP5
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SYRS4
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APRE3
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CTGL3
EDTK3
TCRR3
FLXN3
AZRX3
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PME3
KOREF3
IDRA3
SRGA3
ATNX3
WTRH3
BLCT3
NAK3
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ICLK3
GBT3
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ENVB3
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CASI3
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PSTI3
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YJ3
AGRX3
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TANH3
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ASMB3
MKD2
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GLBS2
ENDV2
RVPH2
VYGR2
BXRX2
ONCS2
MRZM2
IRTC2
KALA2
CVM2
EBON2
NEXCF1
IMVT1
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VYNE1
MMND1
NCNA1
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CULL1
BCEL1
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ONE1
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