【2021/07/03】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

2021-07-03 2021-04-03 2021-01-03 2020-10-03 2020-07-03

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

計算結果

銘柄RS
OAS99
MOBQ99
DTST99
ZIVO99
FRST99
PDS99
ALPP99
GTII99
ASDN99
CAPC99
GME99
BYRN99
MOXC99
VTNR99
MRIN99
CWSFF99
OCGN99
ANVS99
CLXPF99
LWLG99
WLL99
AMC99
SAVA99
MODD99
VMNT99
MARA99
CTRM99
FLES99
FMCXF99
RECAF99
TKAT99
DXLG99
GBOX99
SPIN99
UGRO99
ABML99
LDDFF99
DAC99
MMAT99
HLLPF99
RIOT99
NTZ99
KOSS99
RNSFF99
BRST99
GSM99
SM99
ZDGE99
INTV99
IPOOF99
INTI99
JRNGF98
HMENF98
OBELF98
CDEV98
BNGO98
BMIX98
LPI98
PEMIF98
EDRY98
ESEA98
CBULF98
SENS98
GEVO98
KTEL98
CRSS98
SBOW98
IAIC98
BGFV98
MVIS98
CPE98
QYOUF98
FLMMF98
JILL98
NTLA98
XYF98
PDSB98
BBW98
PWVI98
MCVT98
PMTS98
LIVE98
IQST98
UAN98
PLL98
TTI98
NLST98
EXPR98
LEDS98
PSHG98
ACRS98
COPHF98
SUNW98
LLKKF98
AMTX98
DMGGF98
IKNX98
EMPR98
RCKTF98
HLYK98
BTX98
CHS98
DDS97
CTSDF97
PRTA97
IDT97
VRDR97
BLIN97
WARM97
BBQ97
AVXL97
DDD97
GSAT97
HYRE97
MITI97
SI97
AMYZF97
SSNT97
POLY97
UUU97
HUSN97
ALTD97
MKTY97
HLRTF97
TIGR97
PKKFF97
STKS97
SICNF97
VKIN97
FUTU97
ALTM97
UONEK97
TELL97
GGTTF97
ULTXF97
SIG97
GTBP97
JYNT97
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MRMD97
DMIFF97
WMLLF97
RRD97
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FLL97
ZOM97
SUP97
MOGO97
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KOPN96
AMEH96
AR96
SESN96
FTSI96
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VTGN96
LEAT96
INVU96
GLATF96
UXIN96
GBOOF96
FINV96
EVC96
BEAM96
SEOVF96
CVAT96
QRHC96
APEN96
XXII96
PACB96
LUVU96
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BTTR96
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FCIC96
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MTDR96
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VEII96
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TGLS96
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MVMDF92
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PAVM92
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PPSI91
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TH90
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PLSDF90
DVN90
HRI90
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PLNHF90
JAX90
IPSI90
IGXT90
GPRE90
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TGH90
MNKD90
MVBF90
APPS90
SND90
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XEC90
MRO90
PLCE90
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TSQ90
RAVN90
WTT90
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AVGR89
BKE89
CAR89
TRGP89
ACH89
TRTC89
PETV89
CNTY89
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MOV89
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VSTM89
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TMGEF89
PBPB89
RCMT89
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ESOA89
TV89
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GTE89
BBIG89
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EXROF89
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POETF89
M89
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BIOX89
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SPI89
CAN88
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CNR88
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UEXCF88
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WVVI88
HRTH88
LEE88
RM88
KRUS88
CONN88
KTB88
KSPN88
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ZDPY88
TGB88
NROM88
NNDM88
EGTYF88
VCEL88
BHLB88
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VRAY84
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KFY84
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F84
SNMP84
PRPO84
MESA84
DMTK84
REZI84
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COF84
VNOM84
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SBH79
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CRSXF71
GAXY71
VMI71
SYKE71
NINE71
JLL71
SU71
THTX71
PUMP71
IRCP71
OZK71
MYFW71
ASML71
MBI71
OTCM71
KFS71
PFPT71
NSIT71
CDZI71
MHK71
IQV71
FHB71
LSCC71
AXP71
CBRE71
TIPT71
TA71
SQBG71
CFG71
CFFI71
ORI71
ANDE71
BIOL71
SSSS71
ENOB71
AX71
CIGI71
RJF71
GBOOY71
PIRS71
VECO70
NWG70
SEE70
ACST70
URI70
MLHR70
MYMMF70
PKX70
FCRD70
CREX70
TECH70
BKCC70
ATEX70
SASR70
PWR70
PNC70
BOMN70
PBAM70
AVTR70
CM70
GAIN70
FRTA70
MC70
WTBA70
RCII70
ASX70
TT70
BRBR70
NVST70
CF70
EME70
INFY70
CNBKA70
BE70
YRD70
LPL70
SMTS70
ANET70
ICD70
PLYA70
SMPL70
TWTR70
FSUMF70
MRCC70
BHVN70
LYG70
UA70
CPLP70
IINX70
COOP70
OXBR70
ACTG69
PAR69
SAR69
GGB69
VISL69
EDIT69
VLY69
ICCC69
SAN69
PRU69
NSUPF69
MD69
LRCX69
JBL69
BWFG69
ATCO69
UMBF69
ECOM69
HEXO69
VBFC69
VLNCF69
CNK69
NWS69
RHI69
EXP69
BOXL69
GLAD69
GOOGL69
KSHB69
LIACF69
TLND69
ORN69
TROW69
POOL69
NXST69
AVY69
NCMI69
HCAT69
MRC69
ISIG69
SKX69
ATEN69
TCBI69
AXGN69
IMAX69
SCHL69
FHN69
ARCB69
BECN69
FRC69
MAYS69
KSU69
NVT68
PCOM68
OPCH68
KNOP68
CHRA68
ISTR68
CFST68
MITK68
EDAP68
VERB68
ALVOF68
DUSYF68
BG68
FFBC68
ESBA68
SHLX68
YELP68
PGC68
ABG68
AQUA68
LTBR68
OVTZ68
KZIA68
JKS68
WD68
WSM68
APOG68
VNCE68
XBIO68
ISBC68
CINF68
ORRF68
WW68
VSEC68
TK68
ARD68
XPO68
LLY68
UAA68
CRS68
CNMD68
MAN68
AIH68
FRBK68
RBNC68
DE68
EAT68
MNSB68
UMPQ68
VLO68
VFF68
REPL67
RES67
FISI67
RDI67
GKOS67
TRIP67
NTR67
MANH67
INOV67
ALTG67
LND67
MGPI67
CPF67
LOGI67
ASLN67
HZN67
NS67
BSVN67
GMBL67
SAFM67
CPRX67
IAC67
INTU67
RFIL67
GTES67
AQSP67
VTLR67
ZS67
HRZN67
OSK67
WETF67
VABK67
FFIN67
BEGI67
RPD67
ALMTF67
UHAL67
HRB67
WPP67
CORE67
LEVL67
DAN67
BAC67
AMBZ67
FIX67
BJRI67
IGC67
CO67
BWAY67
CYRX67
HBB67
QTRX67
IZEA66
MEI66
UNM66
FSBW66
VRNT66
TXG66
VBLT66
CARV66
CHNG66
LINC66
EXPE66
SFNC66
AXL66
ARES66
GMED66
BALY66
BBRRF66
CUK66
R66
UPS66
MACE66
ELVT66
WTS66
ICMB66
LPLA66
RF66
HRVOF66
TENX66
CBAN66
ARPO66
INSP66
CWBC66
OSG66
KEY66
LGIH66
CTS66
NTSFF66
FCF66
RMBS66
IMOS66
HONE66
EML66
SFBC66
ALXN66
ROG66
AWI66
PFLT66
CIX66
UI66
SRRA66
LMND66
BBIO65
KGFHY65
DELL65
IP65
DOGZ65
MEDP65
MAT65
EVBN65
SHIP65
PFS65
IFMK65
CAMP65
MATX65
OILCF65
MRBK65
LXFR65
TRVG65
HESM65
RNDB65
STKL65
PAG65
SGH65
WDC65
CCU65
KIDS65
EMYB65
FSUGY65
SMBK65
ZYNE65
EXLS65
KEQU65
AXTI65
ORZCF65
GHC65
SHWZ65
GMVMF65
FNB65
RXN65
JCS65
PATI65
NTCO65
BPMP65
HIFS65
STRO65
AUTO65
CSV65
MWXRF65
REPYY65
IBTX65
LIVN65
MAXR65
MSCI64
IBN64
MMJFF64
IESC64
CPS64
BKR64
CNOB64
MTSI64
EFX64
FUSB64
GPX64
PNR64
MCY64
GSHD64
UFI64
EXPD64
FFNW64
CCRC64
AVNT64
TOWN64
CRK64
VIAC64
FREE64
TRMB64
APO64
DISCB64
NURO64
AMP64
SYNH64
RCKT64
MNAT64
GVP64
OI64
LBAI64
SDPI64
ARFXF64
CGBD64
BHC64
TRUE64
VIRC64
WTFC64
ARLO64
RAND64
QNTO64
BATL64
FBNC64
APOP64
ALTR64
NBN64
PLBC64
XYL64
BLK64
RBBN63
AFMD63
UNTY63
ALKS63
ALOT63
PKOH63
HA63
JSAIY63
ADES63
INBK63
DRI63
CCAP63
VERO63
VIACA63
PAHC63
AVYA63
PFBC63
ICLK63
CR63
WSC63
GOOS63
RYAM63
SBGI63
USAQ63
PTC63
SOHU63
GALT63
ENTG63
SPNE63
BURL63
PBH63
AIG63
ADCOF63
BLILF63
MNDO63
TCFC63
CMTL63
SPFI63
GEF63
BOSC63
LAC63
PPD63
FTMDF63
BTBT63
HCM63
MRCQF63
HSC63
CSL63
KBR63
GBLX63
ACCD63
BCS62
LYV62
KGFHF62
LUNA62
LNN62
WST62
SHOP62
DBD62
UVSP62
A62
PLG62
SQ62
FSK62
MSI62
VLMGF62
EPD62
FDVA62
DT62
OPOF62
ENSG62
FSV62
CFR62
MET62
NRIM62
CNST62
SPKE62
BRFS62
MTD62
IDYA62
BFIN62
NVEE62
MMYT62
AIR62
PYPL62
ULTA62
LOOP62
SENEB62
VAC62
PBA62
CTAM62
ZION62
HOPE62
HY62
TCI62
BEN62
VOXX62
TGNA62
BSBR62
DOCU62
EVOL62
MNTX62
USFD61
AEHR61
TXRH61
NFBK61
CRY61
BAM61
GRCAF61
HPQ61
BNPQY61
CCEP61
PSO61
ETN61
MDB61
WRK61
DWSN61
HALO61
USAK61
NWYU61
WMB61
BONXF61
NWL61
LPG61
TD61
MHTX61
FHI61
OC61
WTTR61
LEGN61
ROAD61
HEOFF61
NOK61
TPHS61
MUX61
CODI61
NCLH61
LH61
HQY61
SMTI61
NDAQ61
MTN61
EB61
CBT61
LX61
FBMS61
BDC61
ACIU61
OMC61
ICAD61
HALL61
DESP61
AER61
ADMS61
SCM60
AIN60
WSBC60
MORN60
GIFI60
KE60
CODA60
FPAY60
SSB60
VIPRF60
LASR60
PUCCF60
LIND60
ACDVF60
BCO60
LBUY60
JPM60
CDLX60
BNS60
NBIO60
ZUO60
WIRE60
TAC60
HTGC60
FWRD60
ON60
MCRI60
NL60
BCSF60
HHC60
BWMG60
MXIM60
GWRS60
SAVE60
RADA60
PFG60
GRA60
OPBK60
PBCT60
UCBI60
JBSAY60
NLSN60
FISOF60
WBK60
TGRF60
MFON60
AXNX60
CMC60
SXT60
DBX60
JG60
PETZ59
SIGI59
HBMD59
YEWB59
WAYN59
JRSH59
GLGI59
FIVE59
LCUT59
HBCP59
IPAR59
PI59
KMI59
BPY59
CHMG59
VRNS59
SHAK59
TCPC59
AGM59
BOX59
QCRH59
PSX59
MRVL59
USB59
CVCY59
RY59
SYNL59
TGIFF59
BWB59
ISRG59
SHSP59
RTLR59
ABEV59
KAI59
KALV59
EW59
UGI59
EQNR59
NXPI59
RMD59
SKM59
CVLY59
STN59
ILMN59
EVA59
ARAY59
MAG59
FNWB59
CLH59
TGP59
CYLYF59
AAL59
CFBK58
VICR58
KT58
CENX58
BCBP58
BLBD58
NATR58
REGI58
NTWK58
PEBK58
ADT58
CRMT58
LAD58
HBM58
FRO58
DJIFF58
WB58
USAP58
LOMA58
CFX58
OCSL58
BRKL58
LWAY58
TSM58
NTRS58
EMN58
MPB58
BHF58
ITT58
OFG58
AESE58
EMR58
GLOP58
PAGS58
AAP58
EL58
NLOK58
NGLOY58
FVCB58
MAKSY58
GRMN58
KB58
CATY58
LUMN58
EBTC58
HXL58
ENB58
L58
EC58
AMSWA58
HIG58
SKLZ57
ISEE57
WASH57
BIIB57
COHU57
CDXS57
APG57
MINM57
BIPC57
TLRS57
JBT57
MEXGF57
TNXP57
HLI57
SBCF57
SGRP57
SNA57
RBCAA57
FND57
XPL57
PGTK57
CE57
EWCLF57
QD57
FB57
TPVG57
ESTC57
FCBC57
ASR57
TW57
WLKP57
LILAK57
BEBE57
GURE57
BBU57
WH57
JVA57
CARE57
CCL57
CRNX57
BZH57
HTBK57
JOSMF57
HIL57
THRM57
ARCO57
INFO57
BC57
MTG57
HBNC57
CRNT57
CIVB56
AGCBF56
FOCS56
GNW56
BANC56
EFSC56
ATRS56
BP56
LECO56
DHR56
VC56
ELAN56
FTFT56
MERC56
OTIS56
BMTC56
MAPS56
PEN56
AFL56
RAPT56
PM56
DVD56
PFC56
RL56
REKR56
CLDR56
EQH56
RUN56
FIVN56
TPB56
LIVX56
GBCI56
RTX56
GPC56
TSLX56
CFMS56
SBSW56
UTHR56
NOVA56
PANW56
OCBI56
BOKF56
FDX56
SXI56
INFN56
VRRM56
BNPQF56
NICK56
DYNT56
TTD56
SAIA56
ALL56
SAL55
TGODF55
MATW55
ETSY55
CDW55
BCOR55
GOLF55
HNGR55
FDP55
QRVO55
PPG55
CLPS55
VEON55
ALYA55
RVP55
NGVT55
IRMD55
MTX55
NOV55
DAKT55
IGIC55
KMX55
USLM55
FRG55
HCKT55
NKE55
COSM55
HMNF55
BIG55
FULT55
BANR55
FSFG55
NMTC55
PMD55
PLPC55
RETO55
WHF55
NARI55
IIN55
TEL55
MLM55
RNST55
ORCL55
TWLO55
AUB55
VG55
ESYJY55
RVSB55
INFU55
IONI55
OOMA55
HPK54
ONCT54
EDN54
SOGO54
DHX54
LMNX54
FMBI54
PROBF54
SGLB54
BPRN54
DOV54
MTCH54
DISH54
PDLB54
TSBK54
STC54
TOL54
JHX54
SLAB54
AP54
RMBI54
HPE54
MACK54
WSO54
CNBB54
CHMA54
ASYS54
LILA54
FLWS54
CWH54
MWA54
BPTH54
IBCP54
VJET54
CPRT54
HZNP54
MHO54
ODFL54
EPC54
CSOD54
FWONK54
MAIN54
FRPT54
SENEA54
AES54
PCYO54
TRT54
DOOO54
ELSE54
HSTM54
PSBQ54
FLOW54
VNE53
ASB53
LMST53
MLI53
XENE53
AEIS53
SPB53
OSBC53
CQP53
FMBH53
ESQ53
UHS53
FLEX53
ABB53
SWCH53
HLT53
HLIT53
ROLL53
BLDR53
ARW53
RS53
XPER53
EVTC53
SSYS53
HOMB53
KRA53
KULR53
PFIE53
TREX53
CFB53
LAZ53
BUDZ53
FGBI53
VGR53
OEC53
CATC53
FN53
DENN53
KEYS53
TTC53
TAP53
ACM53
IIVI53
AIT53
AMD53
XELA53
PFBI53
PH53
ISBA53
SHG53
TEAM53
EIG52
NSSC52
UNVR52
HEES52
LTRPA52
KRNY52
DVA52
PKBK52
ERO52
CAC52
HWKN52
PII52
MYSZ52
SSBI52
STBA52
SIBN52
HBAN52
ANTM52
FEYE52
SOLVY52
CAT52
AREB52
AG52
DEO52
CNS52
WORK52
AOS52
TOUR52
ARTW52
DHI52
NGS52
FXNC52
TKR52
LYB52
MAKSF52
BK52
AZZUF52
PKI52
HBT52
HGSH52
ARGO52
SIMO52
BTVCY52
KTOS52
GBX52
LEA52
AOTVF52
AIRG52
FCCO52
BGNE52
DK52
MMP51
FFWM51
AREC51
ACMR51
CHH51
SHBI51
SRLZF51
AIZ51
KINS51
FMX51
ECPG51
CSPI51
HNI51
RGR51
WLK51
UFPT51
MCBS51
PAYX51
FSR51
EYE51
JAZZ51
AMS51
KRRGF51
FSLR51
CNA51
EPAC51
ENS51
EBAY51
PBTHF51
LEN51
ADM51
PTON51
TRI51
MMSI51
CBOE51
PCSB51
LMRK51
GRBK51
PHM51
TSEM51
NVO51
NTB51
C51
SMAR51
GCBC51
ITGR51
AISSF51
ITUB51
RCI51
CZNC51
FWONA51
CACC51
SBSI50
FRME50
DB50
FUN50
J50
ITIC50
MSFT50
CTVA50
IGAP50
BVH50
MCO50
LII50
TM50
SVVC50
ADI50
WSFS50
ALK50
VCRA50
BBDC50
WYNN50
TSCO50
MOFG50
ABVC50
NWHM50
BCML50
ESCA50
AZZ50
NVR50
BFST50
E50
DHT50
KLAC50
BLKB50
MMAC50
NVEC50
ADBE50
CERC50
CIDM50
FSTR50
SAMG50
DLNG50
ZTS50
CALB50
VTOL50
ACLS50
ZEN50
BIO50
ABTX50
CRH50
LAZR50
NSP50
CAPL49
VIAV49
RCL49
ALLE49
LEG49
BYFC49
EQS49
WWD49
RETA49
PED49
ORLY49
HMST49
CWK49
MICR49
CMPR49
ESBK49
DPZ49
SWKH49
NFE49
ACN49
DGII49
PLRTF49
OVLY49
WHR49
WEI49
ANAB49
CSTL49
REV49
TU49
TER49
ITRI49
MTB49
DNOW49
DCNNF49
MTRN49
WF49
DOW49
FBRX49
TDG49
JFIN49
CVS49
CXXIF49
MGRC49
KOF49
AJG49
THG49
WNS49
FI49
XLNX49
AZO49
PFIN49
TLTFF49
TRU48
CPSS48
IHC48
BCDA48
FLS48
CVX48
IMKTA48
BMI48
ATCMF48
OR48
DHIL48
GLDD48
RLGT48
VSAT48
CPK48
ASRV48
WTER48
FRAF48
HI48
ALNY48
MMC48
TFC48
FRPH48
MRUS48
THCB48
ADP48
FMBL48
NXTD48
CHTR48
TRTN48
NVGS48
KRYS48
PZZA48
LBRDK48
BHP48
PKE48
MSN48
QUAD48
HCSG48
SRUTF48
MU48
SBUX48
DCI48
FWP48
BCC48
NEP48
FNF48
HOFT48
STSA48
BBL48
BKUCF48
CAAS47
GOL47
NJMC47
CMCSA47
FUL47
DLB47
EFSI47
SYBT47
WNEB47
DARE47
CVV47
GFL47
KOP47
IBP47
STNE47
WRAP47
HEINY47
WOR47
RIO47
TCBK47
WAFD47
PROV47
CULP47
UNH47
SUZ47
RMNI47
VPG47
MYE47
TXN47
DD47
FELE47
FOXA47
SEB47
HII47
AVT47
UBSI47
PDEX47
BUSE47
XRAY47
SFE47
BOH47
SP47
NMTR47
LIFE47
SRNE47
CNET47
IFF47
AAPL47
JACK47
BHB47
MDU47
SWKS46
MBWM46
ARKR46
CRWS46
SWK46
TMQ46
MOH46
GIB46
ADMQ46
RDN46
USPH46
EVGN46
IBOC46
ESGR46
LBC46
MAR46
OSW46
ALGT46
UTL46
SPXC46
HCHC46
BWA46
ELYGF46
IR46
CNO46
UVV46
SJI46
AME46
BERY46
RDWR46
IART46
RDVT46
TAKOF46
ROVMF46
CMG46
AAWW46
TPH46
TIGO46
AROC46
GD46
LBRDA46
EAF46
UFPI46
ACI46
ATGE46
MSGN46
NFG46
MNTR46
HUBB46
DMRC46
BANX46
NX46
NATH45
CNX45
NRG45
HEI45
WM45
ELTK45
JJSF45
DSGX45
GHL45
UAL45
DSSI45
PRIM45
AMSC45
AROW45
OPRT45
KELYA45
PBIO45
KEX45
SLGL45
ALRS45
APAM45
PAM45
HIHO45
HBI45
BUD45
MPLN45
TWNK45
ICFI45
SANM45
MHGU45
PRK45
WWE45
NEN45
FIZZ45
SABR45
ITI45
HLNE45
MIME45
FLIC45
DOX45
SQM45
CHWY45
CURI45
RGEN45
GWW45
DIOD45
GGGOF45
MSA45
GLRE45
CSWI45
NWBI45
DLHC44
HTLF44
CSTE44
CSIQ44
AGE44
NEPH44
TFSL44
NSTG44
AMTI44
COHN44
CCNE44
OCC44
CPSI44
MELI44
RSG44
FNLC44
RYAAY44
GGG44
CBZ44
YUMC44
NSC44
MPWR44
NNBR44
HFC44
IFNNF44
HON44
RNWK44
SCS44
SOS44
NFH44
VEEV44
ST44
IRWD44
HUSA44
CVLG44
VGZ44
BBD44
CP44
TMUS44
SHEN44
SLF44
RDY44
TETOF44
SYK44
TPIC44
AXAHF44
FAF44
NULGF44
TGTX44
CTLT44
TACO44
EGHT44
PD43
CYTH43
AFYA43
PRQR43
CTEK43
WTM43
CPHI43
BSRR43
AZN43
IDCC43
CCK43
MFC43
ARMK43
STT43
FUNC43
LAWS43
BRO43
POWI43
EBIX43
H43
NHTC43
HMC43
ROK43
WFCF43
PGEZF43
NKSH43
FORR43
SNPS43
ACCO43
FSS43
WEYS43
HTHT43
SEDG43
HOLI43
HUBG43
SUPN43
AUNFF43
MUFG43
USNA43
VEXTF43
GSBC43
RSHYY43
HSY43
NJR43
ADDDF43
CNP43
AGIO43
FBAK43
CMCO43
ASGN43
IX43
EYEN42
NOVN42
PRA42
BCPC42
AMNB42
XRX42
TDY42
NIU42
IBA42
PEGA42
GTH42
QMCI42
NTES42
PEBO42
GSBD42
RSLS42
FBHS42
MSM42
DCO42
BCE42
FLR42
DDOG42
UBFO42
HSIC42
AXAHY42
SITE42
TKOI42
BDR42
HDB42
ITRM42
ALV42
PAC42
ABST42
LHX42
JNPR42
SHW42
CBU42
PFHD42
ALSK42
KOD42
SCCO42
TEF42
TAOP42
ATGN42
DTEGF42
SRCE42
AVGO42
ARDX42
TREC42
ABBV42
LZRFY42
SGMA41
ORCC41
TEDU41
EXTN41
TRV41
AKZOY41
SCI41
BBSI41
TRP41
HOFV41
GLW41
SPGI41
MYOV41
KHC41
NDVAF41
ETTX41
CVI41
BIP41
ISCO41
CINR41
NOC41
Y41
GBDC41
APH41
ATCX41
CME41
LOW41
ROGFF41
CTIC41
IRDM41
CRON41
DIS41
KW41
ATUS41
WWR41
SSD41
EEFT41
OTTR41
ARDS41
CCM41
ALCO41
CSCO41
PMCCF41
ROST41
CTAS41
SGU41
MGIC41
BANF41
JBLU41
UBS41
RBC41
MKSI41
OMAB40
NUVA40
QMCO40
TMO40
ALG40
ULBI40
MPAA40
MLLOF40
DAL40
JBHT40
MBII40
FOX40
LBTYK40
ENZ40
BSX40
DORM40
RCM40
MDT40
PXLW40
IMBBY40
ADDYY40
CANN40
NBHC40
GTAGF40
FCFS40
VMC40
GMAB40
UBER40
MGHCF40
FLYLF40
ASUR40
COO40
MKL40
NTUS40
CYSM40
BASFY40
ACGL40
DTEGY40
XOMA40
PKLBF40
ELF40
DY40
CBSH40
MTL40
YUM40
FBC40
LMB40
CLOV40
SOI40
STE40
KRTX40
MNRO39
AY39
IEX39
MMMB39
LUV39
NOAH39
BIDU39
LTRX39
PRI39
BBDO39
WAB39
BATRA39
QCOM39
PFGC39
TSC39
CPA39
ACNB39
MMI39
ARGX39
CNC39
BLX39
ATLO39
WCN39
MMM39
PQG39
MSEX39
CGNX39
WING39
SON39
FMNB39
CB39
TYL39
RMR39
OILFF39
FNCB39
IFNNY39
CI39
TSCDF39
OSIIF39
GENE39
CRI39
LRN39
PODD39
ROP39
VSH39
BATRK39
PTSI39
SNP39
CSX39
FNGR39
LFUS39
POAI39
COLB38
LULU38
B38
GATX38
EQ38
ZNTL38
HSBC38
CENT38
HKHHF38
KLXE38
ALE38
FMCB38
EBF38
LSXMA38
HRC38
WSBF38
LSXMK38
RSSS38
PBFS38
DISCK38
RGP38
LIN38
OSIS38
SBBP38
LSTR38
HD38
SRI38
CKPT38
CBTX38
SRAC38
IEP38
SCZC38
YNDX38
SRTS38
RDCM38
MGTX38
AXTA38
SAIL38
LBTYA38
WRB38
AEG38
SMED38
SANW38
NVRO38
IHG38
COST38
AMOT38
FE38
VXRT38
AJRD38
MCHP38
GRTX37
BHNGF37
CALT37
PVCT37
ACEL37
ZM37
MBCN37
CCOI37
OTEX37
TRMD37
AVLR37
JELD37
PENN37
SGC37
PFE37
CLBK37
HNNA37
KFFB37
CLWT37
JCTCF37
CW37
NPK37
SCYX37
LKFN37
CENTA37
BJ37
MEDS37
BFFAF37
MFGP37
MEOH37
HARL37
AHNR37
AVCT37
WMMVY37
SUNS37
PRTK37
NOVT37
BLD37
TRMK37
SMGI37
MDC37
PSMT37
CIG37
CAJ37
NNI37
GFF37
NEXA37
HURC37
BGS37
FBK37
DXCM37
MMNFF36
JOBS36
NEOG36
AUDC36
ESSA36
REX36
CDE36
RE36
VOYA36
BR36
PKG36
LNDC36
RDSMY36
EZPW36
CSII36
G36
VPLM36
WLDN36
TSN36
SRDX36
PGTI36
AMAL36
USAU36
BA36
INXSF36
SYY36
FFIV36
ZI36
LARK36
BABYF36
EXC36
MDLA36
KVHI36
CIEN36
RGNX36
GDDY36
LAUR36
LEGH36
IBKR36
RELX36
INSW36
LSBK36
PLXS36
AXAS36
V36
Z36
SSVFF36
RVNC36
EBMT36
NC36
TDS36
GNTY36
NETE35
TTEK35
RUSHB35
MCK35
HE35
CTBI35
CREE35
BKSC35
CHNR35
TAYD35
SR35
ONCY35
IBM35
OCUL35
BRC35
KDP35
UBCP35
BV35
MO35
ITW35
CVR35
PCSA35
XTGRF35
TMP35
DSGT35
PB35
CCBG35
LPSN35
CRM35
PPC35
MBT35
CMCM35
CRUS35
SYN35
FFBW35
ZG35
AON35
LOCO35
MYMD35
ZNOG35
EQFN35
TRN35
NDSN35
SIEB35
LVRLF35
UNP35
JRJC35
VIOT35
CAPR35
LANC35
GTHX35
NODK34
CSPR34
DRQ34
PFSW34
VCNX34
NOW34
TCMD34
FIBK34
VERI34
KEP34
ACIW34
ZBH34
NGG34
ABC34
ONB34
VFC34
UTZ34
RHHBY34
SGBI34
MMS34
FARO34
GLOB34
CYD34
EMCF34
HELE34
OBLG34
SNN34
SMMF34
HLF34
UNF34
AE34
TNC34
HUN34
HAS34
ETRN34
PRGS34
MTC34
JFBC34
ADSK34
MBUU34
WMG34
CDNS34
NTIP34
PRO34
PJT34
ISR34
ATHE34
USM34
CVCO34
RHHVF34
TCX34
INVA34
KR33
PDCO33
LGND33
HWBK33
ICLR33
ERIC33
AL33
AMZN33
IMBBF33
FAST33
STZ33
VBIV33
POST33
EHC33
EFRGF33
GPK33
PFIS33
PBSV33
DSKE33
MCFT33
ICE33
CCHWF33
RUSHA33
CBRL33
ANY33
SNFCA33
DOOR33
REAL33
BSBK33
AMOV33
SJM33
KAR33
SSNC33
RGA33
TMX33
ALRM33
LMNR33
ANIP33
ASH33
HSDT33
NRGOF33
BHE33
COLL33
DUK33
TIGCF33
MDLZ33
ARWR33
SRCL33
TCCO33
REGN33
PLAB33
MSVB32
ANIK32
MYMX32
BBAR32
TDAC32
SMFG32
WWW32
JNJ32
PSNL32
ACA32
HGTXU32
CBWTF32
SPRO32
OCFC32
INGR32
BMY32
EVOP32
FEERF32
GPRK32
AWRE32
SAH32
TJX32
YCBD32
SMCI32
GEOS32
CANF32
VRSN32
SHI32
FCN32
MTA32
PROS32
WSTG32
HUM32
CBFV32
KWR32
CMI32
GNLN32
AC32
YTEN32
VIR32
AVAV32
RDUS32
BELFA32
THR32
MCD32
PPIH32
GSK32
MTP32
INDO32
NOMD32
NICE32
FNV31
AEL31
PNTG31
BKNG31
AMX31
INT31
LW31
SIRI31
BBY31
MGEE31
PGR31
XTNT31
ROCK31
ISSC31
LEMIF31
PKTX31
RLI31
SII31
SEIC31
CHDN31
HGEN31
OGE31
DGX31
NBTB31
PBIP31
CWT31
AKAM31
LYL31
DJCO31
MRAM31
W31
OSN31
WEX31
RGCO31
TNK31
CDAY31
SBFG31
NPTN31
MGLN31
ELMD31
FLOOF31
NYCB31
SPSC31
GL31
SLGN31
BL31
ELYS31
MLAB31
EYPT31
PCTY31
QNST31
LONCF31
SILC30
COLM30
SKYW30
NUS30
POR30
DTE30
BRP30
LCNB30
NXGN30
MANT30
SPH30
QSR30
LINK30
SINO30
BXS30
CHCO30
KN30
ALC30
ATR30
ABT30
OLED30
NLS30
CAH30
KO30
TELA30
CERN30
ZNGA30
ELP30
NTCT30
WBA30
WHLM30
NTGR30
ITMR30
BGSF30
EVRG30
RDFN30
QUOT30
BYND30
AYRO30
AZPN30
LNT30
FTS30
AUMN30
HMTV30
NMIH30
AERI30
DANOY30
MA30
IMGN30
RCUS30
XIN30
TBNK29
SRRK29
GNTX29
PNM29
DISCA29
TWOU29
AGR29
ZSAN29
ESNT29
EURN29
BKH29
GSKY29
REED29
INDB29
KBAL29
GRC29
FENC29
GBLI29
CACI29
SPWH29
IPGP29
AIKI29
PEG29
IAA29
ANIX29
MFG29
ACOR29
RIINF29
KBH29
CDTAF29
CGC29
WLTW29
NI29
FICO29
FLDM29
WEN29
PCYG29
AWH29
SFM29
ATVI29
ADOM29
RCRT29
IPCIF29
ABM29
SMTC29
IGMS29
GGAL29
AXS29
AMK29
WILC29
CSGS29
ELLO28
PUK28
BNFT28
RWLK28
CWST28
SNY28
PWFL28
PTN28
IMXI28
ECHO28
PSN28
AZEK28
VOD28
INLX28
TLC28
PFSI28
AWK28
MNST28
SUPV28
PEP28
TENB28
CRTG28
MLR28
WCUI28
SRE28
TTMI28
AVA28
GILD28
IRS28
STRM28
SMSI28
PRG28
SO28
ABMD28
TRS28
JOUT28
OKTA28
MGTA28
STM28
AMPH28
GABC28
KRO28
ACB28
SCSC28
STHI28
RBA28
WTRG28
OVBC28
ARMP28
GECC28
PRMW28
EXAS28
OFIX27
ULH27
HNP27
SAM27
IDA27
ADRNY27
VMW27
AVAL27
EMX27
DG27
CYBR27
PETQ27
MAIFF27
IOSP27
NEWR27
AIHS27
SRT27
POWL27
VALU27
OFLX27
BCOV27
IMH27
VIV27
STAF27
KAMN27
THFF27
FTV27
WINA27
OPRA27
HFWA27
TR27
EXPGY27
TRST27
PDD27
BTI27
PLM27
CCNC27
BEP27
TCOM27
PRGO27
NWN27
NCBS27
EXPGF27
LITB27
LDOS27
JBSS27
CORT27
PNW27
CVBF27
MRK27
SBT27
ZFSVF26
MICT26
MCBC26
CEPU26
MAKOF26
APD26
WDFC26
TARO26
NWE26
PGEN26
NSEC26
NGD26
PLNT26
SCL26
MTH26
TFX26
NVS26
VIRT26
SPPI26
DLAKF26
IMMR26
AKBA26
MPX26
VST26
LCII26
STRS26
ICUI26
FOR26
NORZF26
SVT26
ALBO26
AHODF26
AMBO26
SCPL26
CHT26
ATRA26
PAYC26
RPM26
YI26
PHAS26
NATI26
XGN26
SAIC26
UEPS26
CASY26
ZURVY26
PWOD26
WIX26
AMED26
AWR26
BNR26
EXPO26
MASI25
BFC25
KMT25
BAH25
ASC25
BELP25
WDAY25
MAS25
SNEX25
ADTX25
CVET25
NMR25
NEE25
CL25
NP25
AQB25
LMT25
SCPH25
FLO25
XLRN25
PINC25
CYAN25
EA25
AVD25
APM25
GMDA25
SAP25
BSAC25
GNUS25
XP25
XAIR25
LYTS25
CYCN25
MMX25
DGICA25
UG25
PSTV25
ZNH25
TNDM25
GTS25
PPL25
AEE25
GAIA25
NWLI25
LZB25
XNET25
ASLE25
ASM25
ANSS25
FTDR25
OLB25
MGNX24
FORTY24
CLSN24
FDS24
ARTNA24
SSKN24
SFET24
YPF24
CYCC24
CHGG24
RACE24
AMCR24
FMS24
MUSA24
NBEV24
GWRE24
MIST24
SDGR24
BMTX24
CXBMF24
WU24
PATK24
SWM24
ALID24
ETR24
SMP24
IPDN24
WPM24
SWX24
HURN24
HGBL24
ALSN24
NHC24
CELP24
BMA24
TMHC24
PCAR24
CDK24
WMT24
EVBG24
OSPN24
SAFT24
MSGS24
DLAKY24
HAIN24
CNNEF24
GH24
NFLX24
IIIV24
NEM24
SSFT24
MOMO23
GCP23
UL23
CLS23
FVE23
SMG23
EVI23
TKRFF23
PG23
BELFB23
KITL23
LHCG23
RGLD23
QTWO23
PLUS23
AEP23
TTWO23
KNX23
UTI23
TAST23
UNIR23
RRBI23
BDX23
UFCS23
DKNG23
CWBR23
EGAN23
STFC23
TG23
TTCF23
FIS23
ASTE23
LJPC23
IGEN23
FANH23
AMGN23
MDGS23
AZRE23
GDRZF23
RGS23
AMSF23
TNET23
CXDO23
COG23
PLSE23
AGX23
NWFL23
WERN23
CIR23
MSGE23
MRTX23
LGL23
EIX22
SMIT22
ORAN22
CHRW22
JKHY22
CFFN22
K22
UGP22
ALRN22
NEO22
GRVY22
ACHFF22
ZGYH22
SFL22
CMP22
WGO22
ABUS22
OMER22
AMBC22
ARTL22
SPCB22
PLOW22
MBOT22
VRME22
PHI22
BUKS22
T22
IVC22
VRCA22
CABO22
SPTN22
CHE22
IVAC22
CWBHF22
SGMO22
SOLO22
CBB22
ESSC22
ATBPF22
ECOL22
AWCMY22
SAND22
DSPG22
FBIO22
THO22
AKTS22
VINC22
LPCN22
CEVA22
VKTX22
HRL22
WNC21
TRHC21
ARNA21
ROL21
PHAT21
PRPL21
CNI21
AVEO21
ECL21
PAE21
PCTI21
XEL21
IO21
RBCN21
ATO21
AVDL21
XENT21
GASS21
SJW21
CRTPF21
SATS21
FTK21
MLSS21
FMC21
MDIA21
WMK21
QGEN21
GNRS21
GRNV21
OGS21
UTMD21
ENLV21
EGRX21
BKI21
AQN21
TMRC21
GRFS21
KNDI21
RPAY21
PFFOF21
MSMGF21
USEG21
PRAA21
XERS21
XBIT21
FDBC21
CARG21
GIS21
GHM21
CECE21
LIVK21
LATN21
CVU20
CNXN20
PSTG20
WABC20
QUBT20
PESI20
ANDR20
GLEO20
GPN20
HCC20
PAYA20
HMN20
APLT20
CMS20
TKGBY20
MCMJ20
INTC20
USX20
PLRX20
CHD20
AAON20
CHKP20
CASS20
BMRN20
CSGP20
NES20
CTIB20
SWI20
ARXRF20
VZ20
CAG20
JD20
SCPE20
RAD20
SGA20
BWEN20
WDDMF20
MARK20
PTNR20
UEIC20
TPCS20
AMRX20
BLGO20
ALAC20
SKAS20
PHUN20
RESN20
ACCMF20
ANDA20
CHPM20
TRC20
VEC19
HTBX19
SVRA19
OVID19
ED19
PHCF19
DFNS19
FLT19
BAX19
NEWA19
BLL19
OMEX19
PETS19
FISV19
NWPX19
BCH19
ENDV19
AEY19
ODC19
ZYME19
MIND19
IDN19
HOLX19
OGEN19
GBIO19
GTBAF19
GXGX19
CETX19
ACRX19
KMPR19
VTVT19
ENV19
CCAC19
SPOT19
SCVX19
LIQT19
THCA19
SOAC19
ZYXI19
INTZ19
LOV19
NBIX19
THS19
WEC19
MRTN19
DADA19
KIQ19
RPTX19
MREO19
SFTW19
BIOAF19
BAND18
ACER18
REYN18
EDSA18
LVS18
FMAO18
THCBF18
OLLI18
IMTX18
CTSH18
ESE18
OPGN18
CWEN18
ZIXI18
FORM18
KMB18
CCF18
ZTO18
EDVMF18
STRR18
AXSM18
CEA18
OPK18
VLGEA18
SA18
KL18
TLK18
YORW18
VCYT18
TESS18
SILV18
SGEN18
CIB18
D18
WIMI18
SNCR18
VIVO18
GIGA18
AIRRF18
CNF18
MITO18
UPLD18
BMMJ18
QLYS18
MKC18
MTRX18
ACHV18
BORR18
MNRLF18
NGL18
NNVC18
IRBT18
VRSK17
PCRX17
KZR17
BBSRF17
CS17
GARWF17
OBSV17
VRM17
RPRX17
SINT17
PT17
BWXT17
BHTG17
VTRS17
AAMC17
UTSI17
MANU17
CSVI17
CPAC17
KNSL17
EMHTF17
ESLT17
CHMJF17
NRC17
TAUG17
SFUN17
AIRI17
BFAM17
OFED17
ENIA17
TOPS17
DFPH17
SVM17
ALUS17
ORA17
TSCDY17
RXMD17
TIMB17
PCG17
DCTH17
CWCO17
DGWR17
LOPE17
TRIB17
ANGI17
ALNA17
HERTF17
TKC17
CYTR17
GENC17
CIH17
ARQT16
UVE16
MBIO16
OWPC16
FEDU16
ENR16
CBD16
IEC16
GWGH16
SNDR16
AXU16
RNG16
AIM16
TPC16
BZUN16
CIA16
SRAFF16
DLTR16
MDWD16
PRDO16
STOK16
TCLRY16
ES16
ARCE16
TSGZF16
TAK16
CYSNF16
GEG16
LITE16
NAT16
AHCO16
DPSI16
ATRI16
HKIB16
COFS16
LL16
CPIX16
COUP16
GPFT16
NYT16
PXS16
RKDA16
CLRO16
RRRLF16
FNNZF16
SURF16
CTABF16
IMTE16
PLAN16
AEM16
BKYI16
MNPR16
CPB15
RMAX15
INCY15
DRD15
OPEN15
IMIMF15
BFRA15
HTGM15
WYY15
SPOK15
TGS15
AVNS15
WATT15
STMP15
MLP15
ARL15
BMRC15
COGNY15
TIKK15
ZCMD15
YMAB15
ATNI15
MODN15
BDSI15
CRMD15
PTE15
EKSO15
FDVRF15
BROG15
AMYT15
VVIVF15
GNCA15
COCP15
KDMN15
ENTA15
VERY15
GIGM15
ARAV15
CLVS15
PLMR15
GNSS15
PHG15
PGOL15
LFC15
MTOR15
TNP15
CHPGF15
OBCI15
DPW15
AUPH15
BRQS15
RMRDF14
BABA14
LGDTF14
KLDO14
ABEO14
AEYE14
MTBC14
BNTC14
TEVA14
CCMP14
SEAC14
SQNS14
MLCO14
INPX14
ORGS14
AMWD14
NGM14
SNOA14
ASND14
BPMC14
PDFS14
GDS14
RARE14
IVFH14
CALM14
RGRX14
GB14
GDOT14
ARKO14
NKLA14
APPF14
APDN14
GOEV14
EFOI14
BSTG14
BASX14
ADXN14
AZRX14
SNDX14
FEIM14
EGO14
SECO14
ALLK14
SLRX14
EIGR14
AGI14
RCEL14
SSRM14
CVGW14
ATNM14
JP14
CSBR13
RDHL13
APEI13
GNPX13
MKTX13
ERIE13
BBI13
RNA13
QIWI13
SOTK13
MOTS13
GRWC13
YEXT13
SIGA13
TGLDF13
PAAS13
AAU13
SBS13
ELA13
MEIP13
GFI13
RNR13
CBAY13
TME13
CNFR13
IFS13
XNCR13
GLMD13
CBDS13
GCMG13
IBIO13
HRTX13
MKGI13
FF13
ONEM13
PVG13
HTLD13
BLDP13
EVLLF13
SILK13
GOLD13
CMRZF13
GLT13
CLX13
CERS13
NKTR13
DMS13
SXTC13
HOILF13
NSFDF13
THMO13
CRBP13
CIBEY12
AGFS12
AUIAF12
NVDEF12
PTNYF12
RYTM12
GNE12
FULC12
VRNA12
PTOTF12
FIOGF12
TUFN12
EDUC12
LMPX12
TYME12
CLBS12
CIZN12
ADV12
FONR12
THMG12
ADXS12
DNB12
SQIDF12
TRIL12
CNSP12
WVE12
GO12
KERN12
INSG12
AAOI12
ONVO12
TBLT12
SREV12
FLNT12
SPNS12
HEWA12
BAP12
VNRX12
PZG12
PHGE12
SFT12
AKBTY12
LAKE12
TPTX12
CYTK12
OSUR12
ESP12
NG12
WINR12
LMFA12
GRUB12
UNAM11
KTCC11
ORMNF11
OESX11
UCL11
SAGE11
BYSI11
CNNE11
PBYI11
BLU11
HEPA11
CNTG11
UWMC11
ADUS11
JAGGF11
ETON11
AMXEF11
AUBN11
IMUX11
SPLK11
TARSF11
SUMR11
ITCB11
INSM11
SIOX11
BKTI11
GNBT11
PROF11
WORX11
YVR11
KGC11
CTXS11
MDGL11
RGLS11
SNES11
SY11
TPRFF11
AYLA11
AKRO11
AGLE11
RLMD11
NNA11
ZGNX11
MIRM11
MMRGF11
LEJU11
PING11
BHAT11
PHIO11
CHRS11
ZZLL11
ONTX11
RSI10
TRVN10
ENDP10
ADPT10
AUY10
IPIX10
NVTA10
GAU10
ALLXF10
LOMLF10
CJJD10
MRCY10
SURG10
RVMD10
PNRG10
UIHC10
CTSO10
CNBX10
BVN10
TFFP10
OWRDF10
BSGM10
SDC10
KROS10
FSM10
BIOC10
KC10
INM10
EWLU10
CRVS10
GERN10
VRTX10
ZIOP10
NGENF10
CANG10
ZEAL10
IAG10
WKEY10
MHH10
DM10
ATSG10
RSPI10
RAMP10
GHG10
SLP10
PTCT10
KMDA10
TDOC10
NEU10
CHOOF10
UFAB10
CUE9
CFRX9
QBIO9
EXMGF9
NCPCF9
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