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Adds relative strength percentile to stocks/ta (#2302)

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* Adds relative-strength percentile to stocks/ta

* allow exporting tables

* shifted from common to stocks and added tests

* added documentation

* added in nav bar

* fix test

* remove whitespace in docstring

* fix type error

* fix test

* fix tests

* test

* added tickers to a separate table

* add image to doc

Co-authored-by: Jeroen Bouma <jer.bouma@gmail.com>
This commit is contained in:
Om Gupta
2022-08-22 14:54:08 +01:00
committed by GitHub
parent f14fdfe7a2
commit 3a7401dfd0
22 changed files with 35237 additions and 16289 deletions
Download Patch File Download Diff File Expand all files Collapse all files

1
i18n/en.yml vendored
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@@ -419,6 +419,7 @@ en:
stocks/ta/cci: commodity channel index
stocks/ta/macd: moving average convergence/divergence
stocks/ta/rsi: relative strength index
stocks/ta/rsp: relative strength percentile
stocks/ta/stoch: stochastic oscillator
stocks/ta/fisher: fisher transform
stocks/ta/cg: centre of gravity

53
openbb_terminal/stocks/technical_analysis/rsp_model.py Normal file
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@@ -0,0 +1,53 @@
""" Relative Strength Percentile Model """
__docformat__ = "numpy"
import logging
from typing import Tuple
import pandas as pd
from openbb_terminal.decorators import log_start_end
logger = logging.getLogger(__name__)
@log_start_end(log=logger)
def get_rsp(
s_ticker: str = "",
) -> Tuple[pd.DataFrame]:
"""Relative strength percentile [Source: https://github.com/skyte/relative-strength]
Currently takes from https://github.com/soggyomelette/rs-log in order to get desired output
Parameters
----------
s_ticker : str
Stock Ticker
Returns
----------
pd.DataFrame
Dataframe of stock percentile
pd.Dataframe
Dataframe of industry percentile
pd.Dataframe
Raw stock dataframe for export
pd.Dataframe
Raw industry dataframe for export
"""
df_stock_p = pd.read_csv(
"https://raw.githubusercontent.com/soggyomelette/rs-log/main/output/rs_stocks.csv"
)
df_industries_p = pd.read_csv(
"https://raw.githubusercontent.com/soggyomelette/rs-log/main/output/rs_industries.csv"
)
if s_ticker == "":
rsp_stock = pd.DataFrame()
rsp_industry = pd.DataFrame()
else:
rsp_stock = df_stock_p[df_stock_p["Ticker"].str.match(s_ticker)]
for i in range(len(df_industries_p)):
if s_ticker in df_industries_p.iloc[i]["Tickers"]:
rsp_industry = df_industries_p.iloc[[i]]
return (rsp_stock, rsp_industry, df_stock_p, df_industries_p) # type: ignore

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openbb_terminal/stocks/technical_analysis/rsp_view.py Normal file
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@@ -0,0 +1,72 @@
""" Relative Strength Percentile View """
__docformat__ = "numpy"
import logging
import os
import pandas as pd
from openbb_terminal.decorators import log_start_end
from openbb_terminal.helper_funcs import (
export_data,
print_rich_table,
)
from openbb_terminal.stocks.technical_analysis import rsp_model
logger = logging.getLogger(__name__)
@log_start_end(log=logger)
def display_rsp(
s_ticker: str = "",
export: str = "",
tickers_show: bool = False,
):
"""Display Relative Strength Percentile [Source: https://github.com/skyte/relative-strength]
Parameters
----------
s_ticker : str
Stock ticker
export : str
Format of export file
tickers_show : bool
Boolean to check if tickers in the same industry as the stock should be shown
"""
rsp_stock, rsp_industry, df_stock_p, df_industries_p = rsp_model.get_rsp(s_ticker)
if rsp_stock.empty or rsp_industry.empty:
print("Ticker not found")
else:
tickers = pd.DataFrame(rsp_industry["Tickers"])
del rsp_industry["Tickers"]
print_rich_table(
rsp_stock,
headers=list(rsp_stock.columns),
show_index=False,
title="Relative Strength Percentile of Stock (relative to SPY)",
)
print_rich_table(
rsp_industry,
headers=list(rsp_industry.columns),
show_index=False,
title="Relative Strength Percentile of Industry the ticker is part of",
)
if tickers_show:
print_rich_table(
tickers,
headers=list(tickers.columns),
show_index=False,
title="Tickers in same industry as chosen stock",
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)).replace("common", "stocks"),
"rsp_stock",
df_stock_p,
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)).replace("common", "stocks"),
"rsp_industry",
df_industries_p,
)

42
openbb_terminal/stocks/technical_analysis/ta_controller.py
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@@ -40,6 +40,7 @@ from openbb_terminal.stocks.technical_analysis import (
finviz_view,
tradingview_model,
tradingview_view,
rsp_view,
)
logger = logging.getLogger(__name__)
@@ -62,6 +63,7 @@ class TechnicalAnalysisController(StockBaseController):
"cci",
"macd",
"rsi",
"rsp",
"stoch",
"fisher",
"cg",
@@ -133,6 +135,7 @@ class TechnicalAnalysisController(StockBaseController):
mt.add_cmd("cci")
mt.add_cmd("macd")
mt.add_cmd("rsi")
mt.add_cmd("rsp")
mt.add_cmd("stoch")
mt.add_cmd("fisher")
mt.add_cmd("cg")
@@ -749,6 +752,45 @@ class TechnicalAnalysisController(StockBaseController):
export=ns_parser.export,
)
@log_start_end(log=logger)
def call_rsp(self, other_args: List[str]):
"""Process rsp command"""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="rsp",
description="""
IBD Style Relative Strength Percentile Ranking of Stocks (i.e. 0-100 Score).
Ranks stocks on the basis of relative strength as calculated by Investor's
Business Daily (Yearly performance of stock (most recent quarter is weighted
double) divided by yearly performance of reference index (here, we use SPY)
Export table to view the entire ranking
Data taken from https://github.com/skyte/relative-strength
""",
)
parser.add_argument(
"-t",
"--tickers",
action="store_true",
default=False,
dest="disp_tickers",
help="Show other tickers in the industry the stock is part of",
)
ns_parser = self.parse_known_args_and_warn(
parser,
other_args,
EXPORT_BOTH_RAW_DATA_AND_FIGURES,
)
if ns_parser:
rsp_view.display_rsp(
s_ticker=self.ticker,
export=ns_parser.export,
tickers_show=ns_parser.disp_tickers,
)
@log_start_end(log=logger)
def call_stoch(self, other_args: List[str]):
"""Process stoch command"""

1
scripts/test_stocks_ta.openbb vendored
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@@ -12,6 +12,7 @@ vwap
cci
macd
rsi
rsp
stoch
fisher
cg

4020
tests/openbb_terminal/stocks/technical_analysis/cassettes/test_rsp_model/test_get_rsp_image.yaml vendored Normal file
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tests/openbb_terminal/stocks/technical_analysis/cassettes/test_rsp_view/test_view[TSLA].yaml vendored Normal file
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tests/openbb_terminal/stocks/technical_analysis/cassettes/test_rsp_view/test_view[].yaml vendored Normal file
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tests/openbb_terminal/stocks/technical_analysis/cassettes/test_ta_controller/test_call_load.yaml vendored
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tests/openbb_terminal/stocks/technical_analysis/csv/test_rsp_model/test_get_rsp_image.csv vendored Normal file
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@@ -0,0 +1 @@
""
1

1
tests/openbb_terminal/stocks/technical_analysis/csv/test_rsp_model/test_get_rsp_image_1.csv vendored Normal file
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@@ -0,0 +1 @@
""
1

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tests/openbb_terminal/stocks/technical_analysis/csv/test_rsp_model/test_get_rsp_image_2.csv vendored Normal file
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@@ -0,0 +1,164 @@
,Rank,Industry,Sector,Relative Strength,Percentile,1 Month Ago,3 Months Ago,6 Months Ago,Tickers
0,1,Thermal Coal,Energy,171.7,99,99,99,99,"HNRG,CEIX,ARLP,ARCH,BTU,NRP,NC"
1,2,Oil & Gas Refining & Marketing,Energy,138.13,99,98,97,95,"REX,BPT,PBF,CVI,DK,CLNE,VLO,MPC,PARR,SRLP,CAPL,AMTX,UGP,PSX,INT,SUN,CSAN,VTNR,VVV,NGL,SHI"
2,3,Solar,Technology,136.61,98,31,11,0,"ARRY,MAXN,ENPH,SUNW,SHLS,FSLR,SPWR,CSIQ,NOVA,SOL,JKS,RUN,SEDG,FTCI,ISUN,BEEM,SPI,VVPR"
3,4,Oil & Gas E&P,Energy,134.98,98,98,99,97,"NEXT,SJT,VET,PBT,AR,HUSA,CRK,EQT,MTR,SBOW,OXY,AMPY,RRC,MXC,KOS,SBR,MVO,VOC,ERF,MTDR,PVL,DVN,CHK,TALO,CLMT,CPG,SD,CRT,SM,WTI,OVV,SWN,VIST,CLR,GTE,DMLP,CTRA,NOG,ESTE,COP,TPL,BSM,MNRL,KRP,MRO,EPM,HES,REPX,CNQ,EGY,FANG,PNRG,PRT,TELL,TGA,EOG,MUR,MGY,GPOR,CRC,HPK,PXD,APA,BRY,LPI,PDCE,PHX,DEN,BRN,CNX,EPSN,CDEV,PED,INDO,USEG,GPRK,CKX,CPE,REI,BATL,CEI"
4,5,REIT—Hotel & Motel,Real Estate,128.58,97,49,22,28,"AHT,APLE"
5,6,Oil & Gas Drilling,Energy,126.63,96,85,98,98,"BORR,PDS,PTEN,HP,NBR,ICD,RIG"
6,7,Oil & Gas Midstream,Energy,123.39,96,96,94,87,"STNG,TRMD,TNK,HMLP,FLNG,GLNG,EURN,TNP,FRO,LNG,PBFX,DHT,VNOM,OSG,LPG,RTLR,ENLC,GLOP,SHLX,BKEP,DKL,WES,ETRN,ET,TRGP,DTM,GLP,TK,EPD,WMB,PAA,DCP,HESM,NVGS,MMLP,PBA,MMP,USWS,MPLX,PAGP,KMI,BKEPP,AM,OKE,GPP,CQP,ENB,NS,DLNG,TRP,HEP,GEL,CEQP,SGU,BROG,SNMP,SMLP"
7,8,Coking Coal,Basic Materials,118.01,95,97,98,99,"AMR,AREC,HCC,SXC,METC,CCNC"
8,9,Utilities—Diversified,Utilities,114.69,95,96,92,88,"MNTK,OTTR,SJI,SRE,UTL,ELP,EXC,BKH,MGEE,BIP,CIG,AVA,HE,PEG,NWE"
9,10,REIT—Residential,Real Estate,113.63,94,74,62,78,"AIV,AMH,AIRC"
10,11,Oil & Gas Integrated,Energy,113.1,93,91,96,96,"EQNR,CVE,PBR,XOM,CVX,TGS,SU,IMO,NFG,SSL,BP,AE,TTE,SNP,YPF,SLNG,PTR,E,EC"
11,12,Utilities—Regulated Gas,Utilities,112.45,93,95,91,68,"NFE,NJR,ATO,NI,SR,BIPC,OGS,NWN,SPH,NIMC,CPK,UGIC,SWX,UGI,RGCO"
12,13,Trucking,Industrials,112.15,92,88,37,72,"ULH,USAK,CVLG,MRTN,YGMZ,PTSI,YELL,ARCB,TFII,HTLD,KNX,ODFL,SNDR,WERN,SAIA,PATI,DSKE,TSP,USX,BEST"
13,14,Utilities—Regulated Electric,Utilities,111.17,91,90,89,82,"GNE,EBR,EDN,PAM,NEE,ED,SO,CEPU,EIX,OGE,CNP,POR,DTE,ETR,WEC,XEL,PNW,LNT,EVRG,PCG,CMS,IDA,ES,DUK,PCGU,PPL,KEN,D,VIASP,PNM,FTS,FE,NGG,VIA,ENIC,KEP"
14,15,Airports & Air Services,Industrials,110.89,91,73,82,92,"ASLE,AAWW,PAC,OMAB,ASR,CAAP,AER,BLDE"
15,16,Oil & Gas Equipment & Services,Energy,110.85,90,71,96,91,"TH,TUSK,NINE,NRT,NEX,MARPS,KLXE,TDW,FET,FTI,VAL,RES,SLCA,ENSV,SOI,DNOW,NOV,LBRT,TTI,USAC,MRC,FTK,TS,HLX,PFIE,HAL,SLB,WTTR,SDPI,WHD,CHX,AROC,WFRD,GIFI,BKR,RNGR,DRQ,VTOL,CCLP,EXTN,XPRO,PUMP,NOA,NR,NGS,DWSN,SND,OIS,NCSM,OII,NESR,BOOM,GEOS,CLB,RCON"
16,17,Utilities—Regulated Electric,Utilities,110.52,90,91,88,69,"AEP,AEPPZ,AGR,AEE"
17,18,Insurance—Specialty,Financial Services,110.37,89,92,72,79,"AMBC,ACT,AGO,AIZ,AMSF"
18,19,Uranium,Energy,109.91,88,32,77,61,"LEU,UEC,CCJ,UUUU,DNN,URG,NXE,UROY"
19,20,Utilities—Regulated Water,Utilities,109.59,88,85,63,30,"CDZI,CWCO,ARIS,SBS,WTRG,CWT,CDZIP,AWR,SJW,YORW,AWK,MSEX,PCYO,GWRS,ZWS"
20,21,Medical Distribution,Healthcare,109.17,87,94,90,88,"MCK,CAH,ABC,PDCO,GEG,HSIC,PBH,OMI"
21,22,Healthcare Plans,Healthcare,108.98,87,86,56,27,"ALHC,CNC,CI,UNH,HUM,MOH,CVS,OSCR,CLOV,MPLN,BHG"
22,23,Drug Manufacturers—General,Healthcare,108.81,86,99,93,93,"AMGN,ABBV"
23,24,Agricultural Inputs,Basic Materials,108.68,85,75,95,82,"UAN,SEED,CF,MGPI,CTVA,MOS,NTR,AVD,SVFD,ICL,FMC,IPI,BIOX,RKDA,YTEN,SMG,CGA"
24,25,Utilities—Independent Power Producers,Utilities,108.56,85,82,85,53,"VST,WAVE,NRG,TAC"
25,26,Semiconductor Equipment & Materials,Technology,108.53,84,70,39,72,"AEHR,RBCN,PLAB,DQ,ACLS,AXTI,KLAC,TRT,ICHR,NVMI,COHU,VECO,ACMR,ASYS,LRCX,XPER,CAMT,KLIC,ATOM,TER,ASML,AMBA,AMAT,ENTG,OLED,UCTT,IPGP"
26,27,Utilities—Diversified,Utilities,107.78,83,74,66,38,"AES,AESC,ALE"
27,28,Financial Data & Stock Exchanges,Financial Services,107.49,83,80,69,84,"VALU,FDS,NDAQ,SPGI,MSCI,CBOE,MCO,ICE,MORN,CME"
28,29,Banks—Regional,Financial Services,107.34,82,89,74,89,"AMAL,ACNB,ABTX,ABCB,AROW,AMTB,AFBI,AMNB,ASB,ALRS"
29,30,Insurance—Life,Financial Services,107.27,82,69,69,74,"AEL,AFL,AAME"
30,31,Grocery Stores,Consumer Defensive,107.04,81,95,88,67,"GO,ASAI,WMK,IMKTA,ARKO,SFM,CASY,DNUT,VLGEA,KR,NGVC,ACI,DDL"
31,32,Paper & Paper Products,Basic Materials,106.93,80,77,86,56,"RFP,MERC,CLW,SLVM,SUZ,GLT,ITP"
32,33,Consulting Services,Industrials,106.64,80,84,72,41,"FC,HURN,RGP,NLSN,BAH,SDH,TRI,CRAI,ICFI,VRSK,FCN,EXPO,BWMN,EFX,FORR,TRU,GRNQ"
33,34,Waste Management,Industrials,106.3,79,53,35,32,"SMED,CHRA,HCCI,CLH,CWST,RSG,WM,WCN,JAN,SRCL,MEG,GFL,AQMS,GFLU,PESI,QRHC,AWX"
34,35,Lumber & Wood Production,Basic Materials,105.81,79,83,87,93,"EVA,UFPI,WFG,BCC,JCTCF"
35,36,Utilities—Renewable,Utilities,105.16,78,40,9,1,"ADN,AQN"
36,37,Marine Shipping,Industrials,104.78,77,78,95,94,"ASC,INSW,DSX,NAT,SBLK,GRIN,PXS,PXSAP,SFL,PANL,SMHI,EGLE,GOGL,ZIM,KNOP,KEX,NMM,GASS,MATX,NETI,CPLP,SB,GNK,ESEA,DAC,CMRE,GSL,CTRM,GLBS,SHIP,NM,EDRY,TOPS,PSHG"
37,38,REIT—Specialty,Real Estate,104.64,77,79,57,40,"AMT,AFCG"
38,39,Integrated Freight & Logistics,Industrials,104.58,76,80,58,54,"CYRX,CHRW,RLGT,HUBG,ATSG,FWRD,JBHT,UPS,AIRTP,FDX,LSTR,ZTO,EXPD,XPO,AIRT"
39,40,Food Distribution,Consumer Defensive,103.91,75,90,83,79,"DIT,SPTN,UNFI,ANDE,PFGC,SYY,CHEF,USFD,ZEST,HFFG,WILC"
40,41,REIT—Hotel & Motel,Real Estate,103.91,75,72,75,80,"SOHOO,SOHON,SOHOB,SOHO,HT,FCPT,CLDT,RHP,HST,DRH,SHO,BHR,SVC,XHR,RLJ,INN,PEB,PK,IHT"
41,42,Utilities—Renewable,Utilities,103.89,74,63,54,19,"ORA,CWEN,NEP,BEPC,BEP,AY,ELLO,HTOO,RNW,AZRE,CREG"
42,43,Industrial Distribution,Industrials,103.8,74,55,56,46,"GWW,PKOH,WSO,AIT,TITN,WCC,TRNS,MSM,FAST,CNM,DXPE,FERG,GIC,SITE,EVI"
43,44,REIT—Retail,Real Estate,103.75,73,79,75,65,"ADC,ALX,AKR"
44,45,REIT—Healthcare Facilities,Real Estate,103.25,72,77,70,56,"LTC,SBRA,OHI,CTRE,NHI,UHT,HTIA,HR,DOC,CHCT,WELL,VTR,GEO,PEAK,MPW,GMRE,DHC"
45,46,Electronics & Computer Distribution,Technology,103.05,72,88,87,48,"AEY,CNXN,AVT,TAIT,WSTG,SCSC,ARW"
46,47,Confectioners,Consumer Defensive,102.83,71,93,84,91,"HSY,TR,MDLZ,RMCF"
47,48,REIT—Residential,Real Estate,102.59,70,76,82,96,"BRG,BRT,INVH,EQR,ELS,MAA,AVB,IRT,UDR,ESS,CPT,SUI,UMH,NXRT"
48,49,Engineering & Construction,Industrials,102.46,70,66,59,42,"RCMT,IEA,DY,PWR,ENG,FIX,NVEE,KBR,FLR,BBCP,AMRC,ACM,STN,EME,ROAD,MYRG,TTEK,STRL,HIL,J,MTZ,AGX,JCI,LMB,WLDN,BLD,PRIM,GVA,APG,IESC,MTRX,ATCX,ORN,AENZ,GLDD,WLMS,TPC,DRTT"
49,50,Pollution & Treatment Controls,Industrials,101.87,69,22,14,11,"CECE,PCT,ERII,TOMZ,FSS,CLWT,AQUA,FTEK,ADES,CLIR,PCTTU,LIQT"
50,51,Railroads,Industrials,101.84,69,48,67,68,"RAIL,CP,CNI,WAB,TRN,UNP,FSTR,CSX,NSC,USDP,KIQ,GBX"
51,52,Steel,Basic Materials,101.75,68,65,91,95,"HUDI,STLD,CMC,MSB,NUE,RS,SIM,ZEUS,TMST,FRD,X,GGB,USAP,CLF,MTL,SCHN,TX,MT,PKX,ZKIN,SID"
52,53,Electrical Equipment & Parts,Industrials,101.42,67,35,29,19,"BE,PLUG,IPWR,PLPC,POLA,BDC,KE,HUBB,AEIS,WIRE,BW,POWL,BMI,LTBR,FCEL,NVT,CBAT,SVT,HOLI,AYI,RFIL,ENS,EOSE,ESP,AZZ,ABB,OPTT,PPSI,ENR,ATKR,ULBI,FLUX,APWC,VRT,EAF,HAYW,MVST,OESX"
53,54,Banks—Regional,Financial Services,101.4,67,81,68,86,"BANF,PFHD,SYBT,CCBG,GCBC,CVBF,FHN,ESQ,HAFC,BCBP,MTB,FBP,IBN,NBN,RNDB,CBTX,SMMF,NWBI,FRBA,NBTB,ISTR,SFBS,PFIS,CARE,FCNCA,TRMK,UBSI,TCBK,MPB,ORRF,CHCO,NECB,BHLB,HOMB,FCBC,WSFS,FGBI,HBCP,FBIZ,ESSA,QCRH,OFG,SMBC,MCBC,CLBK,BFC,PRK,OBNK,BANR,UCBI,ITUB,HBT,GSBC,PFS,TRST,HBNC,MBCN,PFBC,SSB,BSVN,FIBK,HFWA,EMCF,MSBI,MOFG,STBA,WASH,IBOC,BAP,THFF,OSBC,BHB,MBWM,MBIN,KFFB,INDB,LKFN,FULT,TCBC,IFS,ONB,FITBO,OPBK,PEBO,PB,CCB,PBHC,SRCE,CCNE,CATY,NBHC,MGYR,CFR,CTBI,CNNB,PCSB,GBCI,FCF,FBK,WSBC,HTBK,HWC,FNB,TECTP,CBSH,EBC,BCH,BSBK,WAFD,HWBK,CBNK,SMBK,RF,EFSC,TBBK,SHBI,CMA,TCBI,HDB,CAC,BWB,PKBK,VLYPP,HOPE,UNTY,FNLC,OVBC,RRBI,HONE,FHB,OCFC,FRME,PGC,DCOM,CALB,PTRS,TCBIO,FMAO,WABC,FFBC,IBTX,ITCB,RNST,EQBK,CSTR,BOH,CBU,FITBI,OVLY,SI,LBC,BUSE,CZNC,VLYPO,WTFC,SBSI,HFBL,FFBW,MNSBP,GABC,FGBIP,FRAF,FITBP,LMST,CFB,NYCB,BOKF,GNTY,WTFCM,WNEB,SBCF,HBANM,HTLF,PFC,SBT,UMPQ,NFBK,OZK,UMBF,ZIONO,BWFG,FULTP,LBAI,CIZN,MBNKP,CHMG,AUBAP,AX,FBC,IBCP,WTFCP,CADE,TBKCP,BFST,HTLFP,OCFCP,TMP,TOWN,GBNY,CWBC,WSBF,WSBCP,SPFI,BPOP,UCBIO,HVBC,FFIC,PWOD,BKU,ASRV,HBAN,FFIN,TCFC,UBCP,CNOBP,CFBK,RVSB,CCNEP,FLIC,KRNY,CATC,FRC,COLB,NRIM,EVBN,VLY,CFFI,VBFC,SIVBP,BWBBP,FMBH,FRST,PNBK,PNFPP,CIVB,ZION,CIB,MBINO,SNV,MBINN,MNSB,BSMX,OPOF,SSBI,SASR,FSBW,PPBI,INBK,PNC,TSBK,MBINP,BBD,EBTC,FNCB,BLX,CZWI,FSBC,RBB,BBDO,PNFP,BY,FVCB,FUNC,AUB,BMRC,CBFV,LARK,PEBK,LSBK,CFFN,WBS,BPRN,CULL,MRBK,MYFW,UVSP,MCBS,SUPV,BSRR,NWFL,PBBK,BRBS,CNOB,FCNCP,RBCAA,VABK,TFC,BFIN,FFNW,BANC,ATLO,FSEA,BCML,PDLB,LYG,HMNF,MLVF,OFED,WAL,FITB,FMNB,WMPN,TBNK,UBFO,DCOMP,CPF,FISI,LCNB,SBNYP,SBFG,BCOW,PLBC,MSVB,NKSH,WTBA,PCB,COFS,BRKL,VBTX,HTH,EBMT,FSFG,BSBR,MFG,SFST,CFG,BOTJ,FBNC,CVLY,PROV,SFNC,RMBI,EGBN,TFSL,KEY,MVBF,FCCO,OBT,BLFY,PVBC,BMA,OPHC,SFBC,USB,MCB,PBFS,SAL,BSAC,TBK,BKSC,RBKB,HTBI,FDBC,BBAR,HIFS,FNWB,FFWM,AUBN,CVCY,FRBK,CUBI,HMST,UNB,FBMS,GGAL,CBAN,KB,SHG,SIVB,FXNC,SBNY,WF,IROQ,GLBZ,DB,LOB,FUSB,AVAL,PACW,FCAP,CASH,UBOH,BYFC,CARV"
54,55,Insurance—Diversified,Financial Services,101.27,66,72,75,85,"ACGL,ACGLO,AEG,AIG,ACGLN"
55,56,Packaging & Containers,Consumer Cyclical,101.21,66,57,64,58,"FFHL,UFPT,GPK,GEF,SON,SLGN,OI,PTVE,AMCR,MYE,TUP,BERY,PKG,REYN,ATR,SEE,CCK,IP,KRT,WRK,AMBP,PACK"
56,57,Metal Fabrication,Industrials,100.74,65,43,54,50,"ATI,MLI,VMI,HAYN,NWPX,RYI,WOR,CRS,SGBX,PRLB,AP,IIIN,ALPP,HIHO,MEC"
57,58,Specialty Chemicals,Basic Materials,100.62,64,58,70,45,"HDSN,LWLG,CMT,CBT,GPRE,ALB,HWKN,GCP,LTHM,ASH,KRO,RPM,CC,NGVT,IOSP,OLN,CCF,KWR,SXT,SCL,BCPC,CNEY,FUL,DNMR,LIN,GURE,TG,AVNT,AMRS,WLK,ALTO,LYB,PPG,ODC,LOOP,AXTA,WDFC,OEC,ECL,KOP,NEU,ECVT,ESI,IFF,SHW,DD,GEVO,NTIC,AVTR,FSI,VNTR,SNES,TSE,CRKN"
58,59,Rental & Leasing Services,Industrials,100.43,64,33,51,59,"FPAY,WSC,WLFC,TRTN,MGRC,CAR,ALTG,URI,R,CTOS,GATX,AL,TGH,FTAI,HRI,HEES,UHAL,RCII,PRG,HYRE"
59,60,Financial Conglomerates,Financial Services,100.31,63,59,64,75,"RILY,RILYL,JEF,VOYA,RILYP"
60,61,Electronic Components,Technology,100.14,62,62,53,44,"BELFB,BELFA,RELL,SANM,LGL,TTMI,REFR,CTS,AMOT,OSIS,NSYS,BHE,PLXS,FLEX,APH,CLS,ROG,SGMA,JBL,FN,ATC,GLW,TEL,CPSH,LINK,ELTK,MEI,LFUS,LPTH,KULR,VICR,LYTS,DAIO,DSWL,WBX,EMAN,KOPN,NEON,MMAT,OUST,VIAO,IMTE"
61,62,Shell Companies,Financial Services,100.04,62,93,80,73,"CRZN,TBSA,DWACU,FOXWU,ESSCU,DWAC,BIOTU,AGBA,ACBA,BRLI,CLAQ,MBTC,VHAQ,ACEV,CNTQ,GRCY,DKDCU,ADOC,CLAY,VCKAU,ATA,GBRG,ACKIT,VCKA,RAM,FOXW,EDTX,MAQC,SWAG,CLOE,MPAC,CENQ,BWAC,MLAC,GIW,OTEC,VENA,BSGAU,CFFE,ETAC,BSGA,SLCR,LJAQ,TRON,OXAC,LMAO,JATT,SCAQ,INKA,IGNY,TINV,ERES,RCHG,EBAC,IGAC,PGRW,PRSR,WARR,EQD,NOAC,BHSE,IMPX,LHC,SMIH,ARBG,EUCR,FLACU,WRAC,GBRGU,HZON,VTAQ,NVSA,DHHC,COOL,GNAC,BLNG,IBER,PAQC,HAAC,GAPA,TEKK,FACT,FINM,GOAC,OXUS,AEAC,BGSX,DLCA,HHLA,HIGA,SPTK,BOAC,NRAC,AVAN,BREZ,PIAI,SCOA,SWAGU,COVA,WQGA,CFIV,KSI,PMVC,KRNL,SWSS,CONX,LFTR,OEPW,PNTM,ASAQ,JCIC,PHIC,THCA,GLHA,ITQ,PIPP,EAC,HCAR,DTOC,OTECU,ISLE,MON,OSTR,SLAM,XPAX,EQHA,NMMC,TMKR,POND,SLAC,SWSSU,FTEV,GHAC,MACA,PMGM,VYGG,FRON,TMPM,HIII,BLUA,ENPC,EPHY,GPAC,AGAC,VCXA,TMAC,TSPQ,TWLV,BENE,CRHC,KAIR,PV,REVH,CTAQ,GFX,JAQCU,PTIC,ESM,NSTC,ROCG,TLGA,TWND,TZPS,CRU,LGAC,PDOT,TBCP,DHBC,KIII,PRPC,TIOA,VII,CHAA,JWSM,ACII,ANAC,ARRW,DHCA,APGB,SHAC,AKIC,CPUH,IPVI,PCPC,SCLE,CLAA,HLAH,SDAC,DNZ,POW,RMGC,AAC,JOFF,MSAC,CLRM,EPWR,FCAX,KAII,PUCK,LUXA,MAQCU,SNRH,BITE,CLAS,DNAA,FLAC,BYTS,FSSI,HERA,CLBR,SRSA,CLIM,COLI,FLME,FSNB,FVAM,NSTD,ROSS,JAQC,NDAC,APTM,BTWN,PSAG,SWET,TWNI,ZWRK,AGGR,BSKYU,FZT,GSQB,HMCO,ZT,CSTA,MDH,MPACU,SAMAU,SSAA,CPAR,FVIV,KLAQ,LOKM,MEACU,MIT,VTIQ,ACKIU,BLTS,ORIA,SBII,ERESU,ETACU,KAHC,CVII,OHPA,PGRWU,PICC,HCII,LHAA,NBST,LEGA,SVFA,VAQC,AFAQ,ATAQ,LCAA,TETC,OSI,CPTK,CCV,DCRD,FRXB,IIII,OCAX,PTOC,AAQC,SPGS,TWOA,RBAC,RCLF,ACQR,HCIC,IPVA,STRE,TBSAU,TRCA,SCOB,ANZU,PLMI,BIOT,FMIV,SCOBU,EVOJ,AMPI,HTPA,OSTRU,ACAH,ASAX,GAMC,HPX,DISA,FTPA,PSPC,LCA,MACC,MBTCU,RXRA,ASZ,CCVI,PFTA,SPKB,ADEX,PACX,AMCI,ISAA,LGV,TSIB,VLAT,ABGI,GLBL,LDHA,LVRA,MCAE,TRONU,KCGI,VELO,NSTB,ALTU,EOCW,FVT,WPCB,SVFB,KINZU,SHQAU,BOAS,GIWWU,JYAC,NAAC,PFDR,ALPA,WWACU,AFTR,JUGG,MSDA,MTAC,OMEG,TWCB,ADER,JCICU,FACA,GXII,GSQD,KINZ,DRAY,GSEV,FRSG,KVSC,RAMMU,ROCGU,CENQU,FRW,FSRX,PBAXU,VENAU,WPCA,BWC,IXAQU,SCLEU,GPACU,PRSRU,GIIX,BSKY,KVSA,NRACU,TRTL,BLNGU,IACC,QFTA,DRAYU,SHQA,FTAA,VPCB,NGC,OPA,JMACU,CRZNU,TCVA,MUDS,AGCB,PCXCU,LEGAU,GTPB,MTAL,COLIU,DHCAU,HSAQ,LDHAU,TBCPU,TETCU,AGGRU,COOLU,GLBLU,SPKBU,AMAOU,KIIIU,HAACU,DISAU,DNAB,MBAC,XPAXU,MTACU,OHPAU,TMKRU,PANA,CORS,NDACU,PLMIU,FRONU,PMGMU,AUS,HLAHU,NVSAU,TWLVU,COVAU,SPTKU,KAIIU,GACQU,DGNU,PAQCU,SCOAU,EPHYU,IPVF,ESSC,ACQRU,BWCAU,LGACU,PSAGU,RMGCU,AURC,FSRXU,VCXAU,XFINU,GNACU,JOFFU,OXUSU,IPVIU,LJAQU,RXRAU,NBSTU,DLCAU,EACPU,ANZUU,SCAQU,AMAO,HIIIU,SVFAU,ARRWU,BRIVU,DHBCU,GAMCU,TSIBU,WINVU,TZPSU,FINMU,REVHU,VLATU,ZWRKU,MACAU,TIOAU,LCAHU,SWETU,CONXU,GLHAU,OEPWU,GSEVU,BLSA,CFIVU,EBACU,FWAC,YTPG,CFFEU,EDTXU,HERAU,GXIIU,IGACU,IPOD,LEAP,DHHCU,POWRU,ZTAQU,CPARU,DTOCU,PFDRU,CLAQU,EVOJU,RCLFU,DALS,SLAMU,AEACU,BYTSU,VTIQU,CTAQU,APMIU,APTMU,AFAQU,DCRDU,ARYD,SSAAU,MEAC,KSICU,ORIAU,ALPAU,GTPA,CLRMU,SDACU,FRWAU,DUNE,INKAU,LCAAU,MCAEU,BTWNU,HCNEU,FMIVU,KRNLU,LMAOU,LITTU,KLAQU,NLIT,VELOU,JUGGU,PTOCU,SMIHU,MONCU,ACAHU,ITQRU,LFTRU,LVRAU,ADERU,LUXAU,MSDAU,GHACU,VPCBU,TWCBU,GTPBU,OCAXU,SNRHU,CNTQU,FPAC,GTPAU,IPOF,PFTAU,HUGS,SHACU,HCICU,FRSGU,GIIXU,TPGY,VTAQU,RACB,NOACU,LMACA,PUCKU,HMCOU,FSSIU,ASAXU,MLACU,HCARU,TPBAU,FTCV,ALTUU,IGNYU,KAIRU,PACXU,BENEU,BLTSU,FTPAU,HCIIU,SKYAU,PTICU,FTAAU,RCHGU,SPK,DUNEU,EUCRU,PHICU,IIIIU,SRSAU,ACEVU,VIIAU,TEKKU,LMACU,ARBGU,AURCU,NAACU,CND,SLCRU,TMPMU,AKICU,BHSEU,NMMCU,CFVIU,FST,CFVI,BWACU,FTCVU,MUDSU,WALD,WINV,KORE"
62,63,Building Products & Equipment,Industrials,99.83,61,56,42,43,"VIEW,CSL,WMS,PGTI,NX,TGLS,BLDR,GMS,BECN,APOG,JBI,BXC,AAON,IBP,PPIH,OC,AWI,ROCK,CSTE,MAS,CARR,SSD,DOOR,LPX,APT,AEHL,AZEK,TREX,JELD,ASPN,SWIM"
63,64,REIT—Specialty,Real Estate,99.69,61,62,73,66,"CTT,FPI,IRM,GLPI,SBAC,CCI,RYN,LAMR,WY,HASI,EQIX,PCH,CXW,UNIT,OUT,PW"
64,65,Discount Stores,Consumer Defensive,99.6,60,87,78,53,"DLTR,OLLI,BJ,DG,COST,WMT,PSMT,TGT,BIG"
65,66,REIT—Retail,Real Estate,99.59,59,64,81,81,"SRG,CDR,EPR,O,NNN,GTY,WSR,PECO,BFS,KRG,UBP,ROIC,UBA,BRX,SKT,KIM,PINE,SITC,REG,FRT,NTST,WHLR,SPG,WHLRD,RPT,MAC,WHLRP,PEI"
66,67,Auto & Truck Dealerships,Consumer Cyclical,99.48,59,54,41,32,"RENN,KFS,RUSHB,LMPX,CRMT,CARS,PAG,DRVN,AN,SAH,RUSHA,GPI,ABG,RMBL,KMX,LAZY,LAD,KXIN,VRM,LOTZ,JZXN"
67,68,REIT—Industrial,Real Estate,99.15,58,51,65,85,"DRE,EXR,PSA,COLD,LSI,SELF,CUBE,LANDO,NSA,PLD,REXR,EGP,FR,LANDM,TRNO,LAND,STAG,PLYM,IIPR,ILPT"
68,69,Farm Products,Consumer Defensive,99.03,58,69,67,36,"CALM,PME,ADM,IBA,FDP,VITL,BG,CHSCN,CHSCO,CHSCL,AVO,CHSCM,AGRO,LMNR,CHSCP,AGFS,BHIL,ALCO,LND,TSN,APPH,AQB,VFF,SANW"
69,70,Specialty Industrial Machinery,Industrials,98.88,57,35,33,34,"TPIC,BWEN,CVV,GTLS,FELE,CSWI,PSN,SPXC,HWM,THR,CW,FLS,CR,GTEC,IR,HI,NDSN,IEX,PH,EPAC,NPO,CMI,XYL,TT,RRX,WTS,DCI,OTIS,ROK,GGG,ETN,TNC,ITW,AME,LII,HON,OFLX,SXI,ITT,EMR,CGRN,ROP,AIMC,LXFR,KAI,MIDD,GNRC,GHM,AOS,TRS,MMM,BLDP,MWA,ARNC,DOV,JBT,GE,HLIO,B,GTES,PNR,TAYD,HURC,TWIN,AMSC,GRC,CYD,CIR,PYR,HSC,KRNT,SHPW"
70,71,Communication Equipment,Technology,98.73,56,42,29,25,"CLFD,PI,SWIR,DGII,EXTR,ADTN,LTRX,POLY,UI,COMM,HLIT,CRNT,MSI,ITRN,SILC,AVNW,LITE,NTGR,KVHI,SONM,VIAV,CMBM,UTSI,PCTI,AKTS,DZSI,PWFL,MAXR,NOK,CIEN,ITI,HPE,BOSC,JNPR,GILT,CASA,VSAT,AMPG,BKTI,OCC,CSCO,TESS,AUDC,SATS,NTIP,KN,ZBRA,AIRG,ERIC,INSG,CLRO,INFN,CAMP,ONDS,WTT,FEIM,CMTL,FKWL,VISL,BOXL,SYTA,MINM"
71,72,Insurance—Life,Financial Services,98.68,56,67,48,59,"UNM,GNW,MET,GL,MFC,BHFAP,BHFAO,BHF,PRU,PRI,BHFAN,LFC,VERY,NWLI,MDWT,CIA,CNO,LNC,PUK"
72,73,Insurance—Specialty,Financial Services,98.17,55,70,62,77,"RYAN,TIPT,MTG,EIG,RDN,ICCH,MBI,ITIC,FNF,JRVR,FAF,TRUP,TIG"
73,74,Restaurants,Consumer Cyclical,97.93,54,45,22,43,"KRUS,ARKR,RAVE,BBQ,WING,ARCO,FAT,PLAY,TXRH,QSR,RICK,NATH,CMG,MCD,WEN,ARMK,BLMN,TAST,YUMC,RUTH,DPZ,JACK,YUM,FATBB,SBUX,DRI,PBPB,DIN,BDL,GTIM,BH,CNNE,PZZA,CBRL,FATBP,CAKE,FRGI,BJRI,SHAK,CHUY,EAT,STKS,LOCO,DENN,GRIL,BFI,RRGB,NDLS,BTB,WNW"
74,75,Asset Management,Financial Services,97.53,54,64,52,58,"PUYI,BCOR,MN,SMM,NML,EMO,NDP,TYG,PHCF,KMF,NTG,TTP,CTR,CEM,CEN,PZN,HYW,PEO,FDUS,LGHL,BUR,GER,FIF,FEI,KYN,FEN,DMB,AINV,FPL,BGR,CGBD,DPG,MGU,MAIN,SAMG,FSK,FHI,ETB,SCM,HFRO,JCE,HTD,ETV,GAIN,RQI,TCPC,ETO,PMO,DNP,TRIN,UTF,MCN,SZC,OFS,ARCC,GUT,WHF,SRV,TEAF,HIE,PDT,LGI,HNNA,MFD,RIV,PSEC,OWL,FT,CII,ETY,RNP,BDJ,ETG,AMP,AB,NAZ,UTG,OXLCM,ETJ,BIT,BUI,IIF,ATCO,GRX,SCD,EOD,EVT,BXMX,CCAP,FRA,SII,TPZ,ASG,FUND,EVG,BTA,NTRSO,RFI,EXG,NPV,NMFC,IVH,HPI,BRW,PYN,CHI,BTO,BME,MQT,HPF,SPXX,BKCC,RVT,HPS,ARES,BYM,IGD,APO,EFR,EOI,BCSF,VCIF,VFL,BLK,ERC,AWF,CHY,BEN,EVV,BAM,IGR,MPA,OCCIO,FOF,PCM,ACV,BKN,CIK,HEQ,AVK,OXLCP,IGA,BGT,STK,PFLT,JFR,NMS,PNF,ETX,OXSQ,GAM,FGB,DHIL,GAB,DSU,PPT,PMM,EFT,BHV,SEIC,IFN,JXN,HRZN,PMX,ECCC,MCI,NID,PIM,SOR,OXLCO,THW,DIAX,HLNE,RMT,NKX,EAD,APAM,HIX,JRI,PFL,GDL,MXF,ETW,EXD,OIA,EVN,MUE,EOS,PMF,PNI,VVR,PGZ,CSQ,GBDC,RMM,GIM,GDV,TSI,MIY,NSL,GOF,MPV,PFN,AGD,ERH,BGB,RA,NVG,AIF,BGX,CCD,FPF,QQQX,MMD,PML,RCG,CET,VLT,GRF,SWKH,SPE,NXJ,PNNT,ISD,USA,BTT,NXC,MUJ,CUBA,LDP,FFA,HQH,CBH,IIM,NRO,NQP,VCTR,HIO,TY,FSD,BCX,MYI,HQL,NFJ,FCT,NBW,HYB,NIQ,SAR,JGH,BGH,VTN,SBI,AFT,HYT,GNT,BOE,DBL,NUW,PDI,IDE,FMY,JRO,MUA,JRS,NAD,NAC,WIA,BLW,NZF,MUI,AOD,CNS,AFB,SWZ,MCR,AMG,VPV,EOT,MGF,MMT,VRTS,NNY,ARDC,CEV,THQ,AWP,NCA,NXN,IAF,MHI,MVF,BANX,GGN,PSF,BGY,ENX,EVF,JQC,NIM,VKI,WEA,IHIT,NUO,MFM,MHF,ICMB,NEA,MMU,DSM,FDEU,NXP,JSD,KTF,DTF,JHI,NRK,PCK,AINC,DDF,OXLC,WIW,HTY,JMM,JPC,NUV,VKQ,MIN,MUC,MYD,ADX,GGT,FTF,EVM,MNP,CXH,CXE,MHD,HYI,IQI,GDO,BWG,EIM,CRF,LEO,ECF,PHD,PFO,NIE,MAV,BSL,ACP,CION,BX,NAN,KKR,VGM,PCF,MQY,NBO,EHI,SLRC,GBAB,IGI,AMK,VMO,PFD,EGF,DSL,PCN,VCV,FFC,FLC,CLM,BCV,BFZ,DHY,IAE,OPP,NBB,DMO,BTZ,NMZ,NOM,PHK,ECC,JPI,GCV,KSM,PAI,PZC,CHW,PCQ,GCMG,BKT,BHK,EDD,BST,GLU,HNW,NMI,JHS,PTY,CMU,WETF,PGP,VGI,NTRS,BLE,VBF,BNY,EEA,OCCI,JLS,NBH,JPS,PHT,GLAD,MYN,NHS,DEX,STT,NKG,BBN,IHD,IVZ,NMT,TURN,PFX,DMF,RCS,DFP,RGT,MHN,CAF,FMN,TSLX,EMD,GHY,CIF,INSI,GGZ,MVT,MXE,TPVG,KIO,CGO,DHF,CSWC,MSD,RAND,STEP,FAX,PAX,BK,GLV,TEI,NCV,NCZ,FAM,VINP,TROW,JOF,EQS,EMF,JEQ,BFK,KF,LRFC,BSIG,AEF,CHN,TWN,IRL,FEO,EDI,NEWT,MFV,SFE,GLQ,EDF,NOAH,CIXX,FCO,FCRD,JHG,CG,ASA,GLO,GROW,TDF,GECC,GF,SSSS,SCU,CEE,SVVC"
75,76,Tools & Accessories,Industrials,97.42,53,51,41,33,"ROLL,GFF,LECO,SNA,TKR,CVR,PFIN,TTC,EML,KMT,SCX,SWK,TBLT"
76,77,Conglomerates,Industrials,97.19,53,50,77,70,"VRTV,SPLP,CRESY,IEP,SEB,STCN,CODI,BBU,IRS,TRC,MATW,IGC,NNBR"
77,78,Lodging,Consumer Cyclical,96.65,52,46,47,76,"INTG,H,HTHT,MAR,HLT,IHG,WH,CHH,MCG,GHG"
78,79,Chemicals,Basic Materials,96.62,51,53,90,77,"SQM,VHI,LXU,ZY,APD,FF,WLKP,UNVR,RYAM,HUN,MTX,EMN,ASIX,DOW,MEOH,TROX,BAK,CE,MKD"
79,80,Beverages—Non-Alcoholic,Consumer Defensive,96.61,51,66,44,37,"CELH,FIZZ,KOF,KDP,PEP,KO,COKE,MNST,CCEP,PRMW,WTER,OTLY,REED,NBEV"
80,81,REIT—Diversified,Real Estate,96.52,50,61,79,90,"VICI,CTO,WPC,CLPR,BRSP,SQFTP,GOODN,GOOD,NREF,GOODO,SQFT,SRC,EPRT,BRDG,STOR,OLP,BNL,UE,MDRRP,ESRT,ESBA,MDRR,LXP,DBRG,OGCP,FISK,SAFE,STAR,CORR"
81,82,Auto Parts,Consumer Cyclical,96.51,49,26,17,14,"MOD,XPEL,AXL,TEN,INVZ,VC,SUP,SRI,CPS,LKQ,MNRO,GTX,DORM,ALSN,ADNT,LEA,GT,CVGI,HYLN,ALV,PLOW,MPAA,BWA,CAAS,DAN,MGA,SMP,GNTX,FRSX,SYPR,THRM,WKSP,APTV,AEVA,MLR,QS,STRT,KNDI,WPRT,XL,UFAB,LIDR,RMO,HZN"
82,83,Recreational Vehicles,Consumer Cyclical,96.25,49,25,17,17,"VEEE,VMAR,LCII,HOG,PII,WGO,MCFT,MBUU,FOXF,CWH,MPX,THO,ONEW,DOOO,PATK,REE,HLBZ,EZGO,FUV"
83,84,REIT—Diversified,Real Estate,96.07,48,58,74,83,"AHH,ALEX,AAT"
84,85,Security & Protection Services,Industrials,95.95,48,46,32,22,"NSSC,NL,CIX,ADT,UUU,VRRM,BRC,ARLO,MG,MSA,EVLV,REZI,BCO,ALLE,VVNT,DGLY,SNT,BKYI,SPCB,VRME"
85,86,REIT—Mortgage,Real Estate,95.22,47,47,55,51,"AGNCN,ARI,AOMR,ACRE,AGNCO,AGNCP,AGNC,AGNCM,AAIC,AJX,ABR,ARR,ACR"
86,87,Business Equipment & Supplies,Industrials,94.9,46,67,53,47,"EBF,AVY,SCS,HNI,ACCO,PBI"
87,88,Building Materials,Basic Materials,94.71,46,34,30,62,"MDU,SMID,SUM,LOMA,MLM,VMC,EXP,CPAC,CRH,CX,USLM,RETO,JHX"
88,89,Specialty Business Services,Industrials,94.67,45,36,45,35,"KODK,PAYS,CBZ,CVEO,ALJJ,DLHC,SP,VVI,RBA,CTAS,UNF,ARC,ABM,CPRT,ACTG,GPN,CASS,WHLM,SRT,SGRP,IAA,MMS,FA,PFMT,QUAD,BV,PFSW,DSS,TISI,OMEX,EJH,ATTO,AGFY"
89,90,Residential Construction,Consumer Cyclical,94.42,45,61,36,54,"GRBK,SKY,CVCO,TMHC,LEN,DHI,PHM,LGIH,MHO,MTH,NVR,BZH,TOL,LEGH,KBH,CCS,MDC,TPH,HOV,DFH"
90,91,Banks—Diversified,Financial Services,94.3,44,48,49,90,"NWG,HSBC,NTB,BMO,EWBC,BNS,RY,UBS,WFC,BCS,SMFG,C,TD,MUFG,CM,BAC,JPM,ING,BBVA,SAN,CS"
91,92,Semiconductors,Technology,94.24,43,44,37,48,"SKYT,QUIK,MRAM,ON,TSEM,MPWR,AOSL,RMBS,LSCC,CRUS,ADI,TXN,AMKR,ONTO,VSH,SIMO,MTSI,INTT,QCOM,AVGOP,MCHP,AVGO,ALGM,WOLF,DIOD,NXPI,ASX,NVEC,SLAB,GSIT,AMD,POWI,STM,LEDS,FORM,NVDA,MRVL,CEVA,SWKS,SQNS,TSM,MU,QRVO,OIIM,MXL,SGH,SYNA,HIMX,UMC,SMTC,IMOS,LASR,INTC,MX,AAOI,PXLW,VLN,WISA,SITM,EMKR,WKEY,RKLY"
92,93,REIT—Mortgage,Real Estate,94.09,43,52,49,51,"SACH,LADR,DX,STWD,LOAN,SEVN,KREF,BXMT,NYMTM,PMT,TWO,RC,NYMTN,EARN,CHMI,NYMTL,ORC,WMC,TRTX,GPMT,NLY,NYMT,LFT,MITT,BRMK,CIM,MFA,IVR,RWT"
93,94,Insurance—Property & Casualty,Financial Services,93.92,42,67,61,46,"KNSL,PGR,PLMR,UFCS,SAFT,WTM,WRB,Y,DGICB,NMIH,RLI,SIGI,TRV,PRA,DGICA,LMND,AXS,UVE,CB,GBLI,THG,L,SIGIP,HMN,CNA,MKL,CNFR,KMPR,STC,CINF,NODK,KINS,HALL,HCI,HRTG,MCY,UNAM,ROOT,UIHC,FNHC"
94,95,Broadcasting,Communication Services,93.88,41,30,46,57,"GSMG,CSSE,NXST,FWONK,FWONA,SJ,SIRI,TGNA,SGA,CSSEP,EVC,FOX,FOXA,LSXMK,LSXMA,SBGI,UONEK,MDIA,LSXMB,GTN,NWS,UONE,NWSA,SSP,SALM,TV,CMLS,AMCX,CURI,BBGI,FUBO,IHRT,AUD"
95,96,Luxury Goods,Consumer Cyclical,93.86,41,37,35,67,"BGI,MYTE,MOV,TPR,SIG,CTHR,FOSL"
96,97,Scientific & Technical Instruments,Technology,93.84,40,41,30,25,"FCUV,CYBE,ESE,ELSE,MVIS,WATT,KEYS,SOTK,NOVT,BNSO,VPG,FTV,TRMB,TDY,ITRI,MKSI,LUNA,ST,GNSS,IIVIP,GRMN,VNT,FARO,IIVI,SMIT,CGNX,MLAB,MIND,WRAP,VLDR,ZEPP,MINDP"
97,98,Biotechnology,Healthcare,93.67,40,16,2,2,"RYTM,SIGA,TRVI,CBIO,VRNA,PLRX,KRTX,COGT,ALT,CCXI,GBT,DAWN,VERU,BMEA,TCDA,CTIC,GOVX,AVTE,CPRX,BLU,TPTX,FSTX,VIRI,ALDX,CNCE,VTVT,MREO,SELB,GERN,DSGN,IMCR,GTHX,AVEO,WVE,RAIN,MRSN,ALLO,LQDA,FHTX,RXDX,STSA,AXSM,SNDX,APLS,ALNY,SNGX,CBAY,LJPC,VERV,DYN,TTNP,DBVT,NCNA,KDNY,VYGR,GOSS,BCAB,KZR,RVNC,MYMD,SRPT,DCPH,ARDS,YMAB,ADMA,PTCT,ACET,CAPR,MYOV,SVRA,CORT,KRYS,XENE,HRMY,VIRX,PBYI,RLMD,OMER,EPZM,ABCL,FOLD,NNVC,IFRX,ARQT,EIGR,RAPT,VRTX,RNA,ACRS,GNFT,SPPI,IMTX,MIRM,CRDF,NUVL,RXRX,RGNX,CYTK,DBTX,KNTE,BEAM,BCRX,BDTX,NVIV,PNT,MIST,CERE,CHRS,PSTX,MRUS,RVMD,LXRX,IONS,FGEN,INSM,TVTX,ARGX,SCPH,CALT,KNSA,IMNM,NBIX,INFI,ACXP,AGEN,IGMS,LYEL,ENTA,LYRA,KURA,AXLA,BMRN,BLUE,ITCI,SGEN,SNPX,DNLI,VERA,ORMP,CRSP,RCKT,PHAR,ADVM,KYMR,FMTX,ZIVO,SAGE,BCLI,IMGN,STOK,BCEL,LEGN,PLX,MTNB,BHVN,ARDX,KALV,ISEE,MNKD,NKTX,RPRX,FENC,CSBR,PMCB,PCVX,CLNN,LGVN,UTHR,OCUL,OPT,HALO,FIXX,PGEN,JAZZ,NGM,SGMO,AKTX,BLRX,UBX,NRIX,CLRB,TARS,RCUS,CYBN,CDMO,ASMB,PCSA,VKTX,TFFP,PRLD,PRVB,TERN,NTRB,CARA,ESPR,INBX,IDYA,QURE,BPTH,GRTS,GALT,SBTX,CLDX,SANA,ANNX,NXTC,ITOS,ARWR,BBIO,ASLN,KMPH,ARMP,GMAB,XOMAP,ABIO,ANAB,SRRK,ADAP,CLVS,BCTX,EVAX,EYPT,IPA,INCY,LUMO,SRNE,XOMAO,GLTO,ICPT,IMVT,GANX,TCRR,ASND,SESN,XNCR,REPL,ALVR,ALPN,NVO,TYRA,EXEL,SEEL,EDIT,BGNE,MRTX,URGN,IMPL,PHVS,LCTX,ALKS,VECT,CRMD,TBPH,LGND,ABOS,MCRB,CRNX,PYPD,IPSC,VIR,VRDN,OGEN,REGN,BCYC,VCYT,AUTL,ALEC,ATNM,BPMC,MBRX,OLMA,KOD,ZEAL,PRTC,GLYC,PMVP,FBIOP,XOMA,GMDA,APM,GBIO,AKRO,BLPH,ICCC,NBY,CYCCP,AVXL,INMB,MGTX,AGIO,MRNA,EWTX,DYAI,MDGL,GTBP,CYCN,ABCM,CGEM,CTXR,FATE,ETNB,GHRS,BTAI,ELDN,AVIR,XERS,MORF,STRO,GLPG,ACHL,GNPX,SPRB,MTP,OYST,RLAY,DARE,CCCC,CERS,CDTX,PRTK,EVLO,XBIO,ADPT,TECH,ORIC,ALXO,GMTX,MNOV,ONCT,HRTX,ENLV,ABUS,CVM,NTLA,CMMB,ARVN,PRTA,IDRA,VXRT,IKT,TCON,CLGN,LBPH,MDWD,HOOK,FBIO,KROS,RLYB,INVA,OCUP,ONCY,RPTX,TYME,IBRX,QSI,KPTI,OMGA,ACAD,ZLAB,FREQ,LTRN,ZYME,ZNTL,PRTG,SEER,EVGN,ANEB,ADCT,PDSB,YMTX,ANVS,MOR,CNTB,IPHA,MGTA,JNCE,VSTM,ROIV,OCGN,EQ,MACK,IKNA,BOLT,LOGC,BNTX,LIFE,ACIU,CLBS,AGE,ALBO,KRON,NOVN,SRZN,SONN,INO,TARA,PHAT,COCP,VNDA,VCEL,BLCM,GRPH,DNA,SNSE,BCDA,HCM,ATAI,BVXV,OPNT,TGTX,SLGL,OVID,ONTX,CANF,ARCT,VRPX,FRLN,IMRN,HOWL,RARE,AIKI,ETON,VOR,VBIV,IMMP,NBSE,PPBT,LPTX,XTLB,MTCR,VYNT,CYAD,XFOR,PHIO,KRBP,ACST,ITRM,LABP,INDP,CLSD,CLLS,NKTR,RPHM,ERYP,PHAS,PTN,THRX,RANI,HEPA,PYXS,ATOS,MITO,MRVI,ORTX,AVRO,GRAY,IOVA,ALZN,RFL,MESO,PRQR,FULC,FBRX,MDNA,AFMD,SLRX,IBIO,XRTX,ABSI,IMRA,LPCN,CERT,PTGX,TNGX,ONCS,MRKR,CRBP,CYT,TRVN,VACC,MBIO,TIL,VCNX,GRTX,TLSA,EDSA,GRCL,SLS,FDMT,MGNX,MRNS,OTLK,HOTH,TSHA,VALN,ONCR,ACHV,STTK,ATHE,CKPT,MNPR,AMRN,DTIL,DMAC,ELOX,SYBX,ACER,PBLA,ATRA,ENTX,CYCC,PSTV,APVO,CADL,CRVS,AIM,CRIS,IMUX,SIOX,BYSI,PASG,ABEO,NERV,SLN,SLNO,NAUT,RZLT,LMNL,SYRS,ALGS,UNCY,SURF,FNCH,AKUS,FWP,CDXC,PIRS,MOLN,PULM,CVAC,SQZ,CASI,RIGL,BIVI,ALLK,IMV,BLI,MNMD,PTIX,HARP,SAVA,GLSI,RETA,XBIT,CWBR,LIXT,EYEN,CUE,SCPS,DFFN,APTO,RGLS,CABA,CTMX,CNSP,CLSN,AUPH,SWTX,PHGE,QLGN,TALS,ARTL,KTRA,OCX,MEIP,SMMT,SGTX,INZY,CDXS,CMRX,LVTX,ORGS,VRCA,VYNE,ATNF,CDAK,CNTA,NUVB,NAVB,ATXI,NBTX,APRE,ALNA,CALA,SYN,ARAV,JSPR,TPST,NBRV,CGEN,INAB,CGTX,NVAX,STAB,IVA,ANGN,TNYA,AKBA,NRBO,APLT,NMTR,NLSP,WINT,LRMR,BNTC,MTEM,UPC,ENSC,AMAM,ANPC,JAGX,NEXI,ALRN,NYMX,ATHA,ENOB,VINC,BPTS,TENX,IMAB,FUSN,XLO,ENVB,HSTO,GLMD,TMBR,EPIX,AYLA,ADTX,XCUR,BTX,ACOR,RVPH,INM,KALA,PRAX,NRXP,AGTC,APTX,BXRX,AYTU,ATHX,ADIL,VLON,RUBY,BBI,AMTI,PALI,ABVC,ADAG,AMPE,KZIA,ADXN,MIGI,EFTR,OTIC,SPRO,TNXP,AGLE,OBSV,PTE,VBLT,HGEN,VTGN,CFRX"
98,99,Education & Training Services,Consumer Defensive,93.6,39,82,33,3,"TEDU,EDU,METX,FEDU,ATGE,AACG,PRDO,TAL,STG,VTRU,STRA,VSTA,LAUR,COE,LRN,LOPE,GHC,LINC,YQ,ARCE,AFYA,UTI,CHGG,WAFU,GOTU,HLG,BEDU,SKIL,APEI,ASPU,TWOU,EEIQ,EDTK,COUR,IH,LXEH,FHS,AMBO,ZVO,CLEU"
99,100,Aerospace & Defense,Industrials,93.57,38,33,40,29,"ESLT,POWW,AVAV,NOC,HII,HEI,AIR,HXL,LMT,GD,TDG,BWXT,TATT,RTX,LHX,AJRD,DCO,RADA,POWWP,AXON,NPK,BA,TXT,BYRN,PKE,IVAC,WWD,ATRO,KTOS,MRCY,VSEC,KAMN,ISSC,SPR,ERJ,RKLB,SWBI,RGR,CAE,AIRI,VTSI,CODA,TGI,SPCE,ASTC,RDW,LILM,DPRO,UAVS,SIF,EH,LILMW,ASTR"
100,101,Entertainment,Communication Services,93.48,38,27,21,23,"AMC,WWE,LVO,RDIB,GNUS,RDI,MCS,RSVRW,BATRA,WOW,BATRK,EDR,CNK,LBRDP,HOFV,LYV,IMAX,DLPN,MSGS,MSGE,AESE,HMTV,DIS,WMG,RSVR,LBTYK,LBRDA,CMCSA,LBTYA,LBRDK,NFLX,CHTR,CIDM,LBTYB,DISH,HUYA,ROKU,CSCW,KUKE"
101,102,Computer Hardware,Technology,92.67,37,20,11,20,"QUBT,SMCI,PSTG,ANET,VLD,CAJ,INVE,HPQ,DM,VJET,NNDM,DAKT,DELL,NTAP,STX,CAN,CRSR,SSYS,KTCC,OSS,WDC,MICT,ALOT,LOGI,DDD,SCKT,IONQ,QMCO,TACT,EBON,CRCT"
102,103,Beverages—Brewers,Consumer Defensive,92.65,37,83,46,70,"TAP,SBEV,BUD,SAM,FMX,CCU"
103,104,Medical Instruments & Supplies,Healthcare,92.48,36,28,15,17,"IRTC,STAA,AKYA,RGEN,HAE,DXR,BLFS,LMAT,GKOS,ANGO,BDX,UTMD,RMD,MMSI,STVN,NVCR,BDXB,ATRI,MLSS,NVST,HOLX,EKSO,ALC,ISR,WST,KRMD,ATRC,COO,MBOT,ISRG,ICUI,PDEX,TFX,MASI,FEMY,XRAY,RVP,BAX,NURO,INFU,OMIC,STXS,WRBY,NSTG,HBIO,OSUR,NYXH,POAI,PLSE,NEPH"
104,105,Copper,Basic Materials,92.47,35,21,79,87,"TRQ,SCCO,FCX,ERO,HBM"
105,106,Mortgage Finance,Financial Services,92.41,35,60,31,64,"ATAX,ASPS,COOP,OCN,PFSI,HTGC,IOR,VEL,HMPT,ESNT,WD,EFC,RKT,ECPG,GHLD,MRCC,UWMC,CNF,LDI,TREE,IMH"
106,107,Capital Markets,Financial Services,92.32,34,27,24,64,"SNEX,LPLA,COWN,DFIN,HGBL,AMRK,RJF,FRHC,LAZ,BGCP,IBKR,PJT,AC,ATIF,SCHW,GS,SRL,MS,BTCS,OPY,FOCS,MC,PIPR,SF,MARA,TW,HLI,FUTU,VIRT,GBL,NMR,COHN,PWP,EVR,MKTX,TIGR,HUT,SIEB,CIFR,WHG,XP,BITF,GHL,MFH,EQOS,BTCM"
107,108,Telecom Services,Communication Services,92.1,33,45,51,41,"ASTS,PTNR,GSAT,IRDM,ATNI,TLK,TMUS,GOGO,RDCM,AMX,AMOV,RADI,CHT,VIV,TU,KT,SHEN,TIMB,FYBR,LUMN,BCE,PHI,USM,SJR,VOD,T,CNSL,TEF,CABO,CCOI,SPOK,RCI,ORAN,TEO,TDS,VZ,ATEX,CXDO,ATUS,SIFY,IDCC,OOMA,RBBN,LILA,LILAK,IDT,SKM,TKC,ANTE,TIGO,VEON,UCL,VATE,KLR,COMS"
108,109,Drug Manufacturers—General,Healthcare,91.83,33,87,80,49,"LLY,BMY,MRK,AZN,PFE,NVS,GILD,JNJ,BIIB,OGN,SNY,GSK,GRFS,HZNP,CRXT"
109,110,Advertising Agencies,Communication Services,91.64,32,6,5,15,"BAOS,CNET,ISIG,EEX,CPOP,TRKA,FLNT,QNST,OMC,INUV,CRTO,XNET,IPG,MCHX,NCMI,TSQ,TRMR,DLX,CCO,WIMI,WPP,ADV,CMPR,DMS,MGNI,SRAX,ICLK,QUOT"
110,111,Travel Services,Consumer Cyclical,91.38,32,18,19,49,"YTRA,MMYT,TOUR,TCOM,TRIP,BKNG,TNL,DESP,LIND,EXPE,NCLH,TZOO,CCL,RCL"
111,112,Footwear & Accessories,Consumer Cyclical,91.34,31,41,27,31,"CAL,WEYS,DECK,FORD,SKX,WWW,CROX,NKE,SHOO,FL,RCKY,VRA"
112,113,Health Information Services,Healthcare,91.32,30,24,6,5,"CNVY,SGFY,ONEM,SLP,PRVA,CMAX,EVH,CVET,STRM,CHNG,RCM,AMWL,ACCD,PGNY,PINC,MTBCP,HSTM,VEEV,HQY,SDGR,CPSI,NXGN,MDRX,PHR,FORA,ZCMD,AGTI,TRHC,OMCL,MTBC,NH,TDOC,WORX,UPH,TXG,HCTI,ICAD,SOPH,UTRS,SY,HCAT,SHCR,GDRX,OPRX,KERN"
113,114,Information Technology Services,Technology,90.49,30,37,27,33,"IMXI,EXLS,SWCH,JKHY,BR,CTEK,SAIC,HCKT,WNS,FISV,IT,CACI,CSPI,LDOS,IBM,EPAM,G,FORTY,CD,IIIV,CTLP,ACN,GIB,CDW,XRX,AFRM,DLB,ALYA,SNX,ISDR,SABR,CYXT,FLYW,INFY,GDYN,NSIT,FLT,FIS,CTG,SABRP,NABL,DNB,GLG,NCR,PRTH,CTSH,AI,CNDT,DTST,III,TLS,DMRC,RSSS,CNXC,TDC,PRFT,GB,DXC,WYY,TWKS,WIT,CLVT,TTEC,CLPS,GDS,INOD,UIS,RAMP,QIWI,PSFE,VNET,PAY,TASK,USIO,NXTP,AVCT"
114,115,Insurance—Diversified,Financial Services,90.34,29,38,45,52,"PFG,EQH,ORI,HIG,ESGRO,IGIC,SLF,ESGRP,GSHD,ESGR,FGFPP,WDH,FGF"
115,116,Diagnostics & Research,Healthcare,90.1,29,12,3,4,"LNTH,APDN,AXDX,BNGO,VIVO,STIM,SENS,CELC,ME,STRRP,AWH,ANIX,MEDP,PRPO,OLK,DHR,CSTL,NOTV,TMO,IQV,MYGN,QGEN,ICLR,NTRA,DGX,TWST,TRIB,WAT,MTD,A,NDRA,OPGN,PMD,LH,RDNT,GH,ONVO,PKI,GENE,CEMI,ENZ,SHC,STRR,NRC,PACB,MXCT,BDSX,DXCM,DRIO,HTGM,IDXX,SYNH,BMRA,BVS,SERA,LHDX,QDEL,CRL,FLGT,OPK,CO,NEO,VNRX,HSKA,CODX,XGN,NVTA,ILMN,NEOG,CHEK,BNR,PHG,CDNA,PSNL,EXAS,AKU,DMTK,TTOO,BIOC,MOTS,GTH,RNLX,QTNT,CNTG"
116,117,Personal Services,Consumer Cyclical,90.09,28,49,38,24,"HRB,STON,ROL,TMX,SCI,FRGAP,MRM,CSV,FRG,XSPA,FTDR,BFAM,EM,MED,WW,DSEY,RGS"
117,118,Household & Personal Products,Consumer Defensive,89.99,27,39,48,62,"HIMS,ELF,EPC,IPAR,CL,KMB,UG,PG,EL,NUS,UL,COTY,EWCZ,CHD,CLX,SKIN,NWL,REV,ACU,USNA,SPB,NATR,MTEX,HELE,NTCO,DOGZ,TANH"
118,119,Packaged Foods,Consumer Defensive,89.94,27,43,34,27,"STKL,LW,THS,PLAG,POST,SENEB,LWAY,GIS,CVGW,K,LNDC,TWNK,BRID,CPB,UTZ,SENEA,FLO,PPC,LEXX,HRL,INGR,JJSF,DAR,CAG,SJM,KHC,MKC,CENTA,SOVO,CENT,LANC,JBSS,SMPL,CYAN,BRBR,BRFS,HLF,BGS,NAII,FARM,LFVN,NOMD,BYND,FREE,HAIN,JVA,MMMB,BRCN,DTEA,TTCF,RIBT,BTTR,FRPT,SNAX,LSF,CLXT,NUZE,PETZ,FAMI"
119,120,Publishing,Communication Services,89.69,25,30,40,80,"SCHL,PSO,DALN,RELX,DJCO,NYT,LEE,GCI,EDUC"
120,121,Consumer Electronics,Technology,89.69,25,10,7,6,"VUZI,AAPL,VOXX,VZIO,KOSS,IRBT,HBB,UTME,SONY,MSN,LPL,GPRO,ATER,UEIC,VIOT,SONO,HEAR"
121,122,Specialty Retail,Consumer Cyclical,89.65,25,19,16,16,"ELA,MUSA,YSG,TA,CHPT,GME,ASO,GPC,KAR,AZO,BLNK,ORLY,EVGO,WINA,WSM,BBW,DKS,ULTA,EYE,TSCO,AAP,JOAN,HIBB,ODP,BBBY,SBH,LE,LIVE,HZO,TCS,CTIB,FIVE,BBY,WOOF,HNST,VLTA,RH,BGFV,MNSO,BQ,BNED,BBWI,AAN,FLWS,BWMX,BARK,CONN,PRTY,SFIX,KSPN,NVVE,REAL,KIRK,TUEM"
122,123,Staffing & Employment Services,Industrials,89.38,24,54,60,63,"HSON,ADP,BBSI,CCRN,NSP,PAYX,JOB,TNET,KFY,BGSF,KELYA,DHX,ASGN,HQI,ZIP,KELYB,TBI,MHH,HSII,BZ,IPDN,MAN,KFRC,RHI,UPWK,RCRT,STAF,HHR,PIXY"
123,124,Insurance—Reinsurance,Financial Services,89.1,24,56,71,83,"RGA,GLRE,RE,RNR,MHLD,OXBR,SPNT"
124,125,Medical Devices,Healthcare,88.62,23,9,8,8,"SRTS,TMDX,BFLY,NMTC,SWAV,XAIR,CLPT,PRCT,AXNX,APYX,SILK,PAVM,ECOR,AHCO,VMD,NARI,EDAP,APEN,NNOX,RXST,NVNO,EYES,PODD,ZYXI,INSP,CUTR,ESTA,TMCI,KIDS,MOVE,QIPT,PETV,IRMD,AZYO,BSX,SIBN,ASXC,ABMD,AFIB,EW,NUVA,INMD,ATEC,AVNS,AXGN,GMED,LUCD,ZBH,STE,MASS,INGN,ABT,SINT,RWLK,ITGR,VREX,SYK,SRDX,BIO,PEN,FONR,BRKR,IART,LIVN,AEMD,LNSR,SMLR,MDT,NVCN,VRAY,LUNG,TELA,RCEL,ARAY,BWAY,CNMD,PROF,CSII,SSKN,SNN,NVRO,GBS,RBOT,TMDI,SDC,ANIK,MDXG,ELMD,NAOV,IINN,BIOL,OFIX,XTNT,DYNT,SGHT,DCTH,VIVE,IRIX,ALGN,AHPI,SPNE,OM,CFMS,VVOS,NUWE,BTCY,NPCE,OWLT,NMRD,TCMD,MDGS,ISO,TNDM,CTSO,IVC,SRGA,AVGR,INVO,BSGM,SIEN,TLIS,EAR,VERO,DNAY,RMED,RSLS,MYO,THMO,BBLGW,QTRX,VAPO,HSDT"
125,126,"Furnishings, Fixtures & Appliances",Consumer Cyclical,88.35,22,40,16,12,"VIRC,KEQU,BSET,AUVI,AUVIP,LEG,LZB,TILE,AMWD,KBAL,TPX,WHR,FBHS,MHK,SNBR,LOVE,HOFT,FLXS,WEBR,NVFY,LCUT,NTZ,PRPL,EFOI"
126,127,Real Estate Services,Real Estate,88.2,22,19,14,22,"QK,MAYS,AXR,TCI,CSGP,FRPH,CIGI,BPYPP,RMAX,BPYPO,BEKE,CSR,RMR,KW,MMI,CBRE,FSV,REAX,MDJH,MLP,CWK,GYRO,UK,NMRK,JLL,EXPI,FTHM,RDFN,OPEN,GBR,LODE,DUO,LEJU,OPAD,DOMA,NTP"
127,128,Medical Care Facilities,Healthcare,88.16,21,25,18,11,"CMPS,OPCH,ACHC,OSH,AMN,AMS,ADUS,ENSG,SMTI,HNGR,LHCG,AVCO,CCM,EHC,AGL,CHE,NVOS,NHC,SEM,MODV,LFST,HCA,RHE,AMEH,MD,BKD,TALK,THC,PNTG,AIH,USPH,UHS,DVA,AMED,HCSG,SGRY,CANO,CCEL,SLHG,INNV,JYNT,ICCM,GBNH,FMS,FTRP,AVAH,CYH,ATIP,OTRK,OTRKP"
128,129,Credit Services,Financial Services,87.33,20,29,26,39,"CPSS,EZPW,JT,MGI,NNI,PMTS,ENVA,AGM,FINV,MFIN,OCSL,QD,FCFS,SUNL,ORCC,MA,BBDC,GSBD,ATLCP,V,SLMBP,AXP,NAVI,CACC,QFIN,DFS,PRAA,WU,SLM,SNFCA,NICK,SYF,IX,PYPL,OMF,XYF,COF,ALLY,LC,ATLC,WRLD,RM,NISN,ELVT,LYL,SOFI,GDOT,SNTG,CURO,LU,DXF,LPRO,LX,FOA,UPST,AIHS,LMFA,OPRT,YRD,PT"
129,130,Department Stores,Consumer Cyclical,87.02,20,14,83,74,"DDS,JWN,M,CBD,KSS"
130,131,Auto Manufacturers,Consumer Cyclical,86.44,19,11,6,12,"LI,TTM,WKHS,TSLA,F,RACE,NIO,VLCN,HMC,PTRA,TM,STLA,GOEV,GM,NKLA,RIDE,AYRO,SOLO,XPEV,FSR,BLBD,NIU,GP,HYZN,ARVL"
131,132,Farm & Heavy Construction Machinery,Industrials,86.35,19,23,28,30,"TWI,LNN,WNC,PCAR,ALG,DE,CAT,TEX,AGCO,GENC,REVG,ASTE,SHYF,CMCO,OSK,CNHI,MNTX,HY,IDEX,UGRO,ARTW,MTW,ZEV,LEV,XOS,HYFM"
132,133,Tobacco,Consumer Defensive,86.26,18,59,50,61,"BTI,UVV,PM,MO,VGR,TPB,KAVL,RLX"
133,134,Resorts & Casinos,Consumer Cyclical,86.22,17,17,24,66,"LVS,RRR,VAC,HGV,MCRI,BYD,FLL,BVH,PLYA,MTN,MGM,GDEN,PENN,WYNN,BALY,CNTY,CZR,MLCO,MSC"
134,135,Home Improvement Retail,Consumer Cyclical,86.12,17,11,20,24,"LOW,FND,HVT,HD,LESL,LL,GRWG,TTSH"
135,136,Software—Application,Technology,86.03,16,6,3,6,"AGYS,AEYE,ABST,ALRM,APPF,ALKT,ADSK,AMSWA,ANSS,ALIT,AGIL,ACVA,AGMH,AMST,ASAN,APP,APPS,API,ANY"
136,137,Insurance—Property & Casualty,Financial Services,86.02,16,75,85,59,"AFG,ALL,ARGO"
137,138,Other Industrial Metals & Mining,Basic Materials,85.63,15,3,43,35,"LAC,MTRN,PLL,TECK,PLM,GSM,MP,UAMY,NAK,BHP,SLI,RIO,EMX,WRN,XPL,NMG,VALE,NEXA,CMP,WWR,LGO,FURY,CHNR,TGB,TMQ,EXN,USAS,TMC,GPL,SMTS"
138,139,Insurance Brokers,Financial Services,85.59,14,17,12,21,"AJG,ERIE,BRO,MMC,BRP,AON,CRVL,HUIZ,GOCO,TIRX,FANH,EHTH,SLQT,RELI"
139,140,Software—Infrastructure,Technology,85.51,14,13,12,14,"EVOP,STEM,SNPS,PING,SAIL,QLYS,MNDT,TIXT,BOX,DOX,PANW,TUFN,GDDY,SPSC,ATEN,PAYA,NEWR,VMW,VHC,CSGS,MDB,VRSN,CRWD,NTCT,WEX,MSFT,DBX,VRNT,CHKP,ORCL,EVCM,KNBE,CYBR,STER,DOCN,SPLK,NLOK,BKI,CFLT,TENB,BB,DAVA,FIVN,FFIV,FTNT,BL,STNE,BASE,FOUR,ZS,EVTC,ETWO,RDWR,EEFT,NET,TCX,TOST,AVPT,CLBT,SUMO,PLTR,S,OSPN,KPLT,OPRA,PAGS,RPAY,SWI,MFGP,VRNS,LVOX,ZUO,WIX,SQ,PATH,SCWX,SQSP,SFET,OKTA,DTSS,CETX,YEXT,MQ,BLIN,IRNT,NTNX,CYRN,NVEI,VERI,BAND,RXT,CGNT,CETXP,TAOP,TUYA,REKR,ZENV,GBOX,SOS"
140,141,REIT—Office,Real Estate,85.41,13,32,61,75,"GNL,OFC,EQC,PSTL,CMCT,DEA,CIO,DLR,OPI,WRE,JBGS,PGRE,HIW,CUZ,KRC,PDM,VNO,BXP,DEI,SLG,BDN,FSP,HPP,NYC"
141,142,Drug Manufacturers—Specialty & Generic,Healthcare,85.38,12,8,9,8,"AERI,ALIM,AMPH,ANIP,AQST,AMYT,ACRX,AMRX,ADMP,ACB,AGRX"
142,143,Airlines,Industrials,84.61,12,16,25,45,"ULCC,SAVE,CEA,CPA,ZNH,HA,ALK,LUV,DAL,UAL,AAL,RYAAY,SKYW,SNCY,MESA,JBLU,GOL,VLRS,ALGT,AZUL"
143,144,Gold,Basic Materials,84.23,11,8,43,55,"TRX,AUY,AGI,GORO,SAND,HMY,FNV,ORLA,RGLD,OR,GFI,BTG,AU,AEM,HL,SA,SSRM,GAU,CMCL,VGZ,DRD,GOLD,WPM,GLDG,SBSW,THM,NEM,EGO,USAU,CDE,KGC,AAU,EQX,PZG,CGAU,NGD,IAG"
144,145,Drug Manufacturers—Specialty & Generic,Healthcare,83.08,11,14,8,9,"ASRT,PRPH,OPTN,TXMD,DVAX,TEVA,RDUS,DRRX,AVDL,ZOM,SUPN,HROW,GRVI,COLL,PRGO,CTLT,KMDA,IRWD,TAK,EOLS,PCRX,HUGE,RDY,ZTS,PAHC,CPIX,PROC,SLDB,SCYX,VTRS,ZYNE,INCR,EBS,XXII,SNOA,PETQ,ELAN,EGRX,CRON,TARO,THTX,LCI,OGI,CYTH,PRFX,HAPP,ATNX,NLTX,QLI,CPHI,TLRY,ORGO,RDHL,MDVL,RMTI,SNDL,CLVR,JUPW,PTPI,GHSI,EVOK,YCBD,HEXO,IMCC,CGC,FLGC,BHC,PLXP,NEPT,ENDP"
145,146,Gambling,Consumer Cyclical,83.07,10,5,4,18,"AGS,CHDN,EVRI,CPHC,DKNG,IGT,GAMB,ACEL,SBET,GAN,RSI,GMBL,EBET,ELYS"
146,147,Leisure,Consumer Cyclical,82.89,9,22,32,37,"JAKK,XPOF,GOLF,CLAR,FNKO,ELY,MAT,PLNT,BC,OSW,LTH,SEAS,FUN,MANU,HAS,POOL,SPWH,BTN,JOUT,ESCA,DS,VSTO,YETI,SIX,CUK,NLS,AOUT,PTON,PLBY,BBIG,FXLV"
147,148,Real Estate—Development,Real Estate,82.41,9,15,93,7,"ARL,AEI"
148,149,Apparel Manufacturing,Consumer Cyclical,82.36,8,20,20,29,"OXM,CPRI,XELB,LEVI,VNCE,GIL,RL,KTB,COLM,GOOS,LAKE,JRSH,VFC,FIGS,PVH,SGC,DLA,HBI,EVK,UA,UAA"
149,150,Software—Application,Technology,82.27,8,4,4,9,"PBTS,AZPN,INTZ,PCTY,CDNS,CALX,BTRS,INST,FICO,MANT,SSTI,OMQS,MODN,IBEX,SSNT,AYX,TTD,PDFS,NATI,PAYC,MANH,TSRI,PCYG,PTC,TEAM,PRGS,CTXS,INTU,MSTR,PWSC,DSGX,IMMR,UBER,DV,FROG,SEMR,BMBL,MGIC,KARO,PCOR,WFCF,BSY,PHUN,GLOB,RCAT,DUOT,CXM,VERX,WTRH,ESMT,NICE,TYL,DT,NOW,SPT,PLUS,PAR,CDAY,ZI,OTEX,CVLT,ZETA,SNCR,CRM,ESTC,BILL,ECOM,GVP,SSNC,EGAN,JAMF,BLKB,VERB,OLB,PD,YMM,SRAD,MITK,AVLR,IDN,PRO,BSQR,RMNI,NTWK,MNDO,U,GWRE,DDOG,YOU,PUBM,WKME,NCNO,YALA,ENV,SAP,JG,SPNS,RSKD,RDVT,QTWO,WDAY,LAZR,MNDY,BNFT,HUBS,NRDY,DCBO,EBIX,MIXT,ASUR,ZM,BCOV,WK,FRSH,BIGC,COIN,DBD,RPD,SNOW,AWRE,MTTR,BMTX,MTLS,FTFT,DSP,ONTF,LSPD,RIOT,ZEN,SMAR,OPFI,QH,MOGO,KBNT,DOMO,JFU,CUEN,INTA,COUP,OCFT,CLSK,CIH,SMSI,MRIN,CREX,MYSZ,LYFT,RAAS,VQS,PALT,SEAC,UPLD,EVBG,SHOP,DOCU,DCT,XM,COMP,FSLY,AUUD,BTBT,VTEX,EB,SMRT,PEGA,KC,LPSN,CRNC,QUMU,MTC,MNTV,OLO,BLND,IDBA,ZDGE,IFBD,RNG,OBLG,INPX,EGHT,PRCH,MAPS,OG,BRQS,OTMO,LTCH,XELA,AVYA"
150,151,Apparel Retail,Consumer Cyclical,81.99,7,9,25,40,"DBI,CHS,TJX,GCO,JILL,GES,ONON,LULU,CRI,BKE,ROST,GIII,DXLG,CATO,BOOT,CURV,URBN,SCVL,PLCE,CTRN,BURL,ZUMZ,VSCO,TLYS,DLTH,AEO,GPS,ANF,EXPR,DBGI"
151,152,Software—Infrastructure,Technology,81.86,6,7,10,13,"ALTR,ADBE,AKAM,ACIW,ARBE,APPN,ALF,ALLT,ARQQ"
152,153,Real Estate—Diversified,Real Estate,81.82,6,24,59,71,"NEN,CHCI,STRS,JOE,HHC,TPHS,VINO"
153,154,Beverages—Wineries & Distilleries,Consumer Defensive,81.8,5,29,38,26,"STZ,DEO,NAPA,WVVIP,VWE,WVVI,EAST"
154,155,Silver,Basic Materials,80.69,4,2,19,16,"MAG,EXK,AG,SVM,PAAS,FSM"
155,156,Textile Manufacturing,Consumer Cyclical,80.6,4,12,12,38,"AIN,CRWS,UFI,CULP,DXYN"
156,157,Aluminum,Basic Materials,79.16,3,4,66,98,"AA,CSTM,KALU,ACH,CENX"
157,158,Internet Content & Information,Communication Services,78.41,3,3,1,4,"CANG,LTRPB,LOV,ATHM,FENG,YELP,JFIN,TC,PERI,SOHU,BIDU,KRKR,TWTR,THRY,NTES,SCOR,GOOG,GOOGL,ATY,TTGT,IQ,BLCT,ABNB,SPOT,UXIN,PINS,LZ,GENI,EVER,TRVG,SSTK,TME,ZG,TRUE,Z,ANGI,DASH,IAC,LTRPA,IZEA,MARK,LIZI,CMCM,CARG,SMWB,MAX,MTCH,WB,YY,GRPN,FVRR,MOMO,DAO,QTT,CRTD,DOYU,ZH,TWLO,GAIA,GROM,LKCO,CDLX,SNAP,YNDX,AUTO"
158,159,Other Precious Metals & Mining,Basic Materials,77.55,2,0,23,10,"HYMC,NEWP,GATO,SILV,MMX,PLG,ASM,BVN,GROY,AUMN,PPTA,MTA,ITRG,MUX,AXU"
159,160,Internet Retail,Consumer Cyclical,77.48,1,0,0,1,"QRTEB,LQDT,CHWY,YJ,JMIA,MOHO,AMZN,ID,MELI,CPNG,VIPS,PRTS,JD,ETSY,PDD,EBAY,GLBE,DIBS,QRTEP,BZUN,APRN,BABA,NHTC,LITB,POSH,JWEL,WISH,OSTK,MOGU,CVNA,DADA,QRTEA,IPW,W,TKAT,FTCH,SECO,RVLV,RERE,SFT,OCG,NEGG,HEPS,TDUP,AKA,IMBI,OZON"
160,161,Pharmaceutical Retailers,Healthcare,76.57,1,1,0,0,"RAD,PETS,LFMD,WBA,CJJD,YI,SSY,LFMDP,MEDS,HITI,BIMI,GNLN"
161,162,Electronic Gaming & Multimedia,Communication Services,76.51,0,1,1,3,"ATVI,AVID,INSE,RBLX,EA,SCPL,BRAG,NGMS,TTWO,MYPS,RNWK,GIGM,GRVY,BILI,GDEV,EGLX,PLTK,SE,YVR,BHAT,SKLZ,GAME,NCTY,SLGG,MSGM,VS"
162,163,Real Estate—Development,Real Estate,76.01,0,38,58,20,"HCDIP,INDT,LSEA,FOR,FPH,HCDI,XIN"
1 Rank Industry Sector Relative Strength Percentile 1 Month Ago 3 Months Ago 6 Months Ago Tickers
2 0 1 Thermal Coal Energy 171.7 99 99 99 99 HNRG,CEIX,ARLP,ARCH,BTU,NRP,NC
3 1 2 Oil & Gas Refining & Marketing Energy 138.13 99 98 97 95 REX,BPT,PBF,CVI,DK,CLNE,VLO,MPC,PARR,SRLP,CAPL,AMTX,UGP,PSX,INT,SUN,CSAN,VTNR,VVV,NGL,SHI
4 2 3 Solar Technology 136.61 98 31 11 0 ARRY,MAXN,ENPH,SUNW,SHLS,FSLR,SPWR,CSIQ,NOVA,SOL,JKS,RUN,SEDG,FTCI,ISUN,BEEM,SPI,VVPR
5 3 4 Oil & Gas E&P Energy 134.98 98 98 99 97 NEXT,SJT,VET,PBT,AR,HUSA,CRK,EQT,MTR,SBOW,OXY,AMPY,RRC,MXC,KOS,SBR,MVO,VOC,ERF,MTDR,PVL,DVN,CHK,TALO,CLMT,CPG,SD,CRT,SM,WTI,OVV,SWN,VIST,CLR,GTE,DMLP,CTRA,NOG,ESTE,COP,TPL,BSM,MNRL,KRP,MRO,EPM,HES,REPX,CNQ,EGY,FANG,PNRG,PRT,TELL,TGA,EOG,MUR,MGY,GPOR,CRC,HPK,PXD,APA,BRY,LPI,PDCE,PHX,DEN,BRN,CNX,EPSN,CDEV,PED,INDO,USEG,GPRK,CKX,CPE,REI,BATL,CEI
6 4 5 REIT—Hotel & Motel Real Estate 128.58 97 49 22 28 AHT,APLE
7 5 6 Oil & Gas Drilling Energy 126.63 96 85 98 98 BORR,PDS,PTEN,HP,NBR,ICD,RIG
8 6 7 Oil & Gas Midstream Energy 123.39 96 96 94 87 STNG,TRMD,TNK,HMLP,FLNG,GLNG,EURN,TNP,FRO,LNG,PBFX,DHT,VNOM,OSG,LPG,RTLR,ENLC,GLOP,SHLX,BKEP,DKL,WES,ETRN,ET,TRGP,DTM,GLP,TK,EPD,WMB,PAA,DCP,HESM,NVGS,MMLP,PBA,MMP,USWS,MPLX,PAGP,KMI,BKEPP,AM,OKE,GPP,CQP,ENB,NS,DLNG,TRP,HEP,GEL,CEQP,SGU,BROG,SNMP,SMLP
9 7 8 Coking Coal Basic Materials 118.01 95 97 98 99 AMR,AREC,HCC,SXC,METC,CCNC
10 8 9 Utilities—Diversified Utilities 114.69 95 96 92 88 MNTK,OTTR,SJI,SRE,UTL,ELP,EXC,BKH,MGEE,BIP,CIG,AVA,HE,PEG,NWE
11 9 10 REIT—Residential Real Estate 113.63 94 74 62 78 AIV,AMH,AIRC
12 10 11 Oil & Gas Integrated Energy 113.1 93 91 96 96 EQNR,CVE,PBR,XOM,CVX,TGS,SU,IMO,NFG,SSL,BP,AE,TTE,SNP,YPF,SLNG,PTR,E,EC
13 11 12 Utilities—Regulated Gas Utilities 112.45 93 95 91 68 NFE,NJR,ATO,NI,SR,BIPC,OGS,NWN,SPH,NIMC,CPK,UGIC,SWX,UGI,RGCO
14 12 13 Trucking Industrials 112.15 92 88 37 72 ULH,USAK,CVLG,MRTN,YGMZ,PTSI,YELL,ARCB,TFII,HTLD,KNX,ODFL,SNDR,WERN,SAIA,PATI,DSKE,TSP,USX,BEST
15 13 14 Utilities—Regulated Electric Utilities 111.17 91 90 89 82 GNE,EBR,EDN,PAM,NEE,ED,SO,CEPU,EIX,OGE,CNP,POR,DTE,ETR,WEC,XEL,PNW,LNT,EVRG,PCG,CMS,IDA,ES,DUK,PCGU,PPL,KEN,D,VIASP,PNM,FTS,FE,NGG,VIA,ENIC,KEP
16 14 15 Airports & Air Services Industrials 110.89 91 73 82 92 ASLE,AAWW,PAC,OMAB,ASR,CAAP,AER,BLDE
17 15 16 Oil & Gas Equipment & Services Energy 110.85 90 71 96 91 TH,TUSK,NINE,NRT,NEX,MARPS,KLXE,TDW,FET,FTI,VAL,RES,SLCA,ENSV,SOI,DNOW,NOV,LBRT,TTI,USAC,MRC,FTK,TS,HLX,PFIE,HAL,SLB,WTTR,SDPI,WHD,CHX,AROC,WFRD,GIFI,BKR,RNGR,DRQ,VTOL,CCLP,EXTN,XPRO,PUMP,NOA,NR,NGS,DWSN,SND,OIS,NCSM,OII,NESR,BOOM,GEOS,CLB,RCON
18 16 17 Utilities—Regulated Electric Utilities 110.52 90 91 88 69 AEP,AEPPZ,AGR,AEE
19 17 18 Insurance—Specialty Financial Services 110.37 89 92 72 79 AMBC,ACT,AGO,AIZ,AMSF
20 18 19 Uranium Energy 109.91 88 32 77 61 LEU,UEC,CCJ,UUUU,DNN,URG,NXE,UROY
21 19 20 Utilities—Regulated Water Utilities 109.59 88 85 63 30 CDZI,CWCO,ARIS,SBS,WTRG,CWT,CDZIP,AWR,SJW,YORW,AWK,MSEX,PCYO,GWRS,ZWS
22 20 21 Medical Distribution Healthcare 109.17 87 94 90 88 MCK,CAH,ABC,PDCO,GEG,HSIC,PBH,OMI
23 21 22 Healthcare Plans Healthcare 108.98 87 86 56 27 ALHC,CNC,CI,UNH,HUM,MOH,CVS,OSCR,CLOV,MPLN,BHG
24 22 23 Drug Manufacturers—General Healthcare 108.81 86 99 93 93 AMGN,ABBV
25 23 24 Agricultural Inputs Basic Materials 108.68 85 75 95 82 UAN,SEED,CF,MGPI,CTVA,MOS,NTR,AVD,SVFD,ICL,FMC,IPI,BIOX,RKDA,YTEN,SMG,CGA
26 24 25 Utilities—Independent Power Producers Utilities 108.56 85 82 85 53 VST,WAVE,NRG,TAC
27 25 26 Semiconductor Equipment & Materials Technology 108.53 84 70 39 72 AEHR,RBCN,PLAB,DQ,ACLS,AXTI,KLAC,TRT,ICHR,NVMI,COHU,VECO,ACMR,ASYS,LRCX,XPER,CAMT,KLIC,ATOM,TER,ASML,AMBA,AMAT,ENTG,OLED,UCTT,IPGP
28 26 27 Utilities—Diversified Utilities 107.78 83 74 66 38 AES,AESC,ALE
29 27 28 Financial Data & Stock Exchanges Financial Services 107.49 83 80 69 84 VALU,FDS,NDAQ,SPGI,MSCI,CBOE,MCO,ICE,MORN,CME
30 28 29 Banks—Regional Financial Services 107.34 82 89 74 89 AMAL,ACNB,ABTX,ABCB,AROW,AMTB,AFBI,AMNB,ASB,ALRS
31 29 30 Insurance—Life Financial Services 107.27 82 69 69 74 AEL,AFL,AAME
32 30 31 Grocery Stores Consumer Defensive 107.04 81 95 88 67 GO,ASAI,WMK,IMKTA,ARKO,SFM,CASY,DNUT,VLGEA,KR,NGVC,ACI,DDL
33 31 32 Paper & Paper Products Basic Materials 106.93 80 77 86 56 RFP,MERC,CLW,SLVM,SUZ,GLT,ITP
34 32 33 Consulting Services Industrials 106.64 80 84 72 41 FC,HURN,RGP,NLSN,BAH,SDH,TRI,CRAI,ICFI,VRSK,FCN,EXPO,BWMN,EFX,FORR,TRU,GRNQ
35 33 34 Waste Management Industrials 106.3 79 53 35 32 SMED,CHRA,HCCI,CLH,CWST,RSG,WM,WCN,JAN,SRCL,MEG,GFL,AQMS,GFLU,PESI,QRHC,AWX
36 34 35 Lumber & Wood Production Basic Materials 105.81 79 83 87 93 EVA,UFPI,WFG,BCC,JCTCF
37 35 36 Utilities—Renewable Utilities 105.16 78 40 9 1 ADN,AQN
38 36 37 Marine Shipping Industrials 104.78 77 78 95 94 ASC,INSW,DSX,NAT,SBLK,GRIN,PXS,PXSAP,SFL,PANL,SMHI,EGLE,GOGL,ZIM,KNOP,KEX,NMM,GASS,MATX,NETI,CPLP,SB,GNK,ESEA,DAC,CMRE,GSL,CTRM,GLBS,SHIP,NM,EDRY,TOPS,PSHG
39 37 38 REIT—Specialty Real Estate 104.64 77 79 57 40 AMT,AFCG
40 38 39 Integrated Freight & Logistics Industrials 104.58 76 80 58 54 CYRX,CHRW,RLGT,HUBG,ATSG,FWRD,JBHT,UPS,AIRTP,FDX,LSTR,ZTO,EXPD,XPO,AIRT
41 39 40 Food Distribution Consumer Defensive 103.91 75 90 83 79 DIT,SPTN,UNFI,ANDE,PFGC,SYY,CHEF,USFD,ZEST,HFFG,WILC
42 40 41 REIT—Hotel & Motel Real Estate 103.91 75 72 75 80 SOHOO,SOHON,SOHOB,SOHO,HT,FCPT,CLDT,RHP,HST,DRH,SHO,BHR,SVC,XHR,RLJ,INN,PEB,PK,IHT
43 41 42 Utilities—Renewable Utilities 103.89 74 63 54 19 ORA,CWEN,NEP,BEPC,BEP,AY,ELLO,HTOO,RNW,AZRE,CREG
44 42 43 Industrial Distribution Industrials 103.8 74 55 56 46 GWW,PKOH,WSO,AIT,TITN,WCC,TRNS,MSM,FAST,CNM,DXPE,FERG,GIC,SITE,EVI
45 43 44 REIT—Retail Real Estate 103.75 73 79 75 65 ADC,ALX,AKR
46 44 45 REIT—Healthcare Facilities Real Estate 103.25 72 77 70 56 LTC,SBRA,OHI,CTRE,NHI,UHT,HTIA,HR,DOC,CHCT,WELL,VTR,GEO,PEAK,MPW,GMRE,DHC
47 45 46 Electronics & Computer Distribution Technology 103.05 72 88 87 48 AEY,CNXN,AVT,TAIT,WSTG,SCSC,ARW
48 46 47 Confectioners Consumer Defensive 102.83 71 93 84 91 HSY,TR,MDLZ,RMCF
49 47 48 REIT—Residential Real Estate 102.59 70 76 82 96 BRG,BRT,INVH,EQR,ELS,MAA,AVB,IRT,UDR,ESS,CPT,SUI,UMH,NXRT
50 48 49 Engineering & Construction Industrials 102.46 70 66 59 42 RCMT,IEA,DY,PWR,ENG,FIX,NVEE,KBR,FLR,BBCP,AMRC,ACM,STN,EME,ROAD,MYRG,TTEK,STRL,HIL,J,MTZ,AGX,JCI,LMB,WLDN,BLD,PRIM,GVA,APG,IESC,MTRX,ATCX,ORN,AENZ,GLDD,WLMS,TPC,DRTT
51 49 50 Pollution & Treatment Controls Industrials 101.87 69 22 14 11 CECE,PCT,ERII,TOMZ,FSS,CLWT,AQUA,FTEK,ADES,CLIR,PCTTU,LIQT
52 50 51 Railroads Industrials 101.84 69 48 67 68 RAIL,CP,CNI,WAB,TRN,UNP,FSTR,CSX,NSC,USDP,KIQ,GBX
53 51 52 Steel Basic Materials 101.75 68 65 91 95 HUDI,STLD,CMC,MSB,NUE,RS,SIM,ZEUS,TMST,FRD,X,GGB,USAP,CLF,MTL,SCHN,TX,MT,PKX,ZKIN,SID
54 52 53 Electrical Equipment & Parts Industrials 101.42 67 35 29 19 BE,PLUG,IPWR,PLPC,POLA,BDC,KE,HUBB,AEIS,WIRE,BW,POWL,BMI,LTBR,FCEL,NVT,CBAT,SVT,HOLI,AYI,RFIL,ENS,EOSE,ESP,AZZ,ABB,OPTT,PPSI,ENR,ATKR,ULBI,FLUX,APWC,VRT,EAF,HAYW,MVST,OESX
55 53 54 Banks—Regional Financial Services 101.4 67 81 68 86 BANF,PFHD,SYBT,CCBG,GCBC,CVBF,FHN,ESQ,HAFC,BCBP,MTB,FBP,IBN,NBN,RNDB,CBTX,SMMF,NWBI,FRBA,NBTB,ISTR,SFBS,PFIS,CARE,FCNCA,TRMK,UBSI,TCBK,MPB,ORRF,CHCO,NECB,BHLB,HOMB,FCBC,WSFS,FGBI,HBCP,FBIZ,ESSA,QCRH,OFG,SMBC,MCBC,CLBK,BFC,PRK,OBNK,BANR,UCBI,ITUB,HBT,GSBC,PFS,TRST,HBNC,MBCN,PFBC,SSB,BSVN,FIBK,HFWA,EMCF,MSBI,MOFG,STBA,WASH,IBOC,BAP,THFF,OSBC,BHB,MBWM,MBIN,KFFB,INDB,LKFN,FULT,TCBC,IFS,ONB,FITBO,OPBK,PEBO,PB,CCB,PBHC,SRCE,CCNE,CATY,NBHC,MGYR,CFR,CTBI,CNNB,PCSB,GBCI,FCF,FBK,WSBC,HTBK,HWC,FNB,TECTP,CBSH,EBC,BCH,BSBK,WAFD,HWBK,CBNK,SMBK,RF,EFSC,TBBK,SHBI,CMA,TCBI,HDB,CAC,BWB,PKBK,VLYPP,HOPE,UNTY,FNLC,OVBC,RRBI,HONE,FHB,OCFC,FRME,PGC,DCOM,CALB,PTRS,TCBIO,FMAO,WABC,FFBC,IBTX,ITCB,RNST,EQBK,CSTR,BOH,CBU,FITBI,OVLY,SI,LBC,BUSE,CZNC,VLYPO,WTFC,SBSI,HFBL,FFBW,MNSBP,GABC,FGBIP,FRAF,FITBP,LMST,CFB,NYCB,BOKF,GNTY,WTFCM,WNEB,SBCF,HBANM,HTLF,PFC,SBT,UMPQ,NFBK,OZK,UMBF,ZIONO,BWFG,FULTP,LBAI,CIZN,MBNKP,CHMG,AUBAP,AX,FBC,IBCP,WTFCP,CADE,TBKCP,BFST,HTLFP,OCFCP,TMP,TOWN,GBNY,CWBC,WSBF,WSBCP,SPFI,BPOP,UCBIO,HVBC,FFIC,PWOD,BKU,ASRV,HBAN,FFIN,TCFC,UBCP,CNOBP,CFBK,RVSB,CCNEP,FLIC,KRNY,CATC,FRC,COLB,NRIM,EVBN,VLY,CFFI,VBFC,SIVBP,BWBBP,FMBH,FRST,PNBK,PNFPP,CIVB,ZION,CIB,MBINO,SNV,MBINN,MNSB,BSMX,OPOF,SSBI,SASR,FSBW,PPBI,INBK,PNC,TSBK,MBINP,BBD,EBTC,FNCB,BLX,CZWI,FSBC,RBB,BBDO,PNFP,BY,FVCB,FUNC,AUB,BMRC,CBFV,LARK,PEBK,LSBK,CFFN,WBS,BPRN,CULL,MRBK,MYFW,UVSP,MCBS,SUPV,BSRR,NWFL,PBBK,BRBS,CNOB,FCNCP,RBCAA,VABK,TFC,BFIN,FFNW,BANC,ATLO,FSEA,BCML,PDLB,LYG,HMNF,MLVF,OFED,WAL,FITB,FMNB,WMPN,TBNK,UBFO,DCOMP,CPF,FISI,LCNB,SBNYP,SBFG,BCOW,PLBC,MSVB,NKSH,WTBA,PCB,COFS,BRKL,VBTX,HTH,EBMT,FSFG,BSBR,MFG,SFST,CFG,BOTJ,FBNC,CVLY,PROV,SFNC,RMBI,EGBN,TFSL,KEY,MVBF,FCCO,OBT,BLFY,PVBC,BMA,OPHC,SFBC,USB,MCB,PBFS,SAL,BSAC,TBK,BKSC,RBKB,HTBI,FDBC,BBAR,HIFS,FNWB,FFWM,AUBN,CVCY,FRBK,CUBI,HMST,UNB,FBMS,GGAL,CBAN,KB,SHG,SIVB,FXNC,SBNY,WF,IROQ,GLBZ,DB,LOB,FUSB,AVAL,PACW,FCAP,CASH,UBOH,BYFC,CARV
56 54 55 Insurance—Diversified Financial Services 101.27 66 72 75 85 ACGL,ACGLO,AEG,AIG,ACGLN
57 55 56 Packaging & Containers Consumer Cyclical 101.21 66 57 64 58 FFHL,UFPT,GPK,GEF,SON,SLGN,OI,PTVE,AMCR,MYE,TUP,BERY,PKG,REYN,ATR,SEE,CCK,IP,KRT,WRK,AMBP,PACK
58 56 57 Metal Fabrication Industrials 100.74 65 43 54 50 ATI,MLI,VMI,HAYN,NWPX,RYI,WOR,CRS,SGBX,PRLB,AP,IIIN,ALPP,HIHO,MEC
59 57 58 Specialty Chemicals Basic Materials 100.62 64 58 70 45 HDSN,LWLG,CMT,CBT,GPRE,ALB,HWKN,GCP,LTHM,ASH,KRO,RPM,CC,NGVT,IOSP,OLN,CCF,KWR,SXT,SCL,BCPC,CNEY,FUL,DNMR,LIN,GURE,TG,AVNT,AMRS,WLK,ALTO,LYB,PPG,ODC,LOOP,AXTA,WDFC,OEC,ECL,KOP,NEU,ECVT,ESI,IFF,SHW,DD,GEVO,NTIC,AVTR,FSI,VNTR,SNES,TSE,CRKN
60 58 59 Rental & Leasing Services Industrials 100.43 64 33 51 59 FPAY,WSC,WLFC,TRTN,MGRC,CAR,ALTG,URI,R,CTOS,GATX,AL,TGH,FTAI,HRI,HEES,UHAL,RCII,PRG,HYRE
61 59 60 Financial Conglomerates Financial Services 100.31 63 59 64 75 RILY,RILYL,JEF,VOYA,RILYP
62 60 61 Electronic Components Technology 100.14 62 62 53 44 BELFB,BELFA,RELL,SANM,LGL,TTMI,REFR,CTS,AMOT,OSIS,NSYS,BHE,PLXS,FLEX,APH,CLS,ROG,SGMA,JBL,FN,ATC,GLW,TEL,CPSH,LINK,ELTK,MEI,LFUS,LPTH,KULR,VICR,LYTS,DAIO,DSWL,WBX,EMAN,KOPN,NEON,MMAT,OUST,VIAO,IMTE
63 61 62 Shell Companies Financial Services 100.04 62 93 80 73 CRZN,TBSA,DWACU,FOXWU,ESSCU,DWAC,BIOTU,AGBA,ACBA,BRLI,CLAQ,MBTC,VHAQ,ACEV,CNTQ,GRCY,DKDCU,ADOC,CLAY,VCKAU,ATA,GBRG,ACKIT,VCKA,RAM,FOXW,EDTX,MAQC,SWAG,CLOE,MPAC,CENQ,BWAC,MLAC,GIW,OTEC,VENA,BSGAU,CFFE,ETAC,BSGA,SLCR,LJAQ,TRON,OXAC,LMAO,JATT,SCAQ,INKA,IGNY,TINV,ERES,RCHG,EBAC,IGAC,PGRW,PRSR,WARR,EQD,NOAC,BHSE,IMPX,LHC,SMIH,ARBG,EUCR,FLACU,WRAC,GBRGU,HZON,VTAQ,NVSA,DHHC,COOL,GNAC,BLNG,IBER,PAQC,HAAC,GAPA,TEKK,FACT,FINM,GOAC,OXUS,AEAC,BGSX,DLCA,HHLA,HIGA,SPTK,BOAC,NRAC,AVAN,BREZ,PIAI,SCOA,SWAGU,COVA,WQGA,CFIV,KSI,PMVC,KRNL,SWSS,CONX,LFTR,OEPW,PNTM,ASAQ,JCIC,PHIC,THCA,GLHA,ITQ,PIPP,EAC,HCAR,DTOC,OTECU,ISLE,MON,OSTR,SLAM,XPAX,EQHA,NMMC,TMKR,POND,SLAC,SWSSU,FTEV,GHAC,MACA,PMGM,VYGG,FRON,TMPM,HIII,BLUA,ENPC,EPHY,GPAC,AGAC,VCXA,TMAC,TSPQ,TWLV,BENE,CRHC,KAIR,PV,REVH,CTAQ,GFX,JAQCU,PTIC,ESM,NSTC,ROCG,TLGA,TWND,TZPS,CRU,LGAC,PDOT,TBCP,DHBC,KIII,PRPC,TIOA,VII,CHAA,JWSM,ACII,ANAC,ARRW,DHCA,APGB,SHAC,AKIC,CPUH,IPVI,PCPC,SCLE,CLAA,HLAH,SDAC,DNZ,POW,RMGC,AAC,JOFF,MSAC,CLRM,EPWR,FCAX,KAII,PUCK,LUXA,MAQCU,SNRH,BITE,CLAS,DNAA,FLAC,BYTS,FSSI,HERA,CLBR,SRSA,CLIM,COLI,FLME,FSNB,FVAM,NSTD,ROSS,JAQC,NDAC,APTM,BTWN,PSAG,SWET,TWNI,ZWRK,AGGR,BSKYU,FZT,GSQB,HMCO,ZT,CSTA,MDH,MPACU,SAMAU,SSAA,CPAR,FVIV,KLAQ,LOKM,MEACU,MIT,VTIQ,ACKIU,BLTS,ORIA,SBII,ERESU,ETACU,KAHC,CVII,OHPA,PGRWU,PICC,HCII,LHAA,NBST,LEGA,SVFA,VAQC,AFAQ,ATAQ,LCAA,TETC,OSI,CPTK,CCV,DCRD,FRXB,IIII,OCAX,PTOC,AAQC,SPGS,TWOA,RBAC,RCLF,ACQR,HCIC,IPVA,STRE,TBSAU,TRCA,SCOB,ANZU,PLMI,BIOT,FMIV,SCOBU,EVOJ,AMPI,HTPA,OSTRU,ACAH,ASAX,GAMC,HPX,DISA,FTPA,PSPC,LCA,MACC,MBTCU,RXRA,ASZ,CCVI,PFTA,SPKB,ADEX,PACX,AMCI,ISAA,LGV,TSIB,VLAT,ABGI,GLBL,LDHA,LVRA,MCAE,TRONU,KCGI,VELO,NSTB,ALTU,EOCW,FVT,WPCB,SVFB,KINZU,SHQAU,BOAS,GIWWU,JYAC,NAAC,PFDR,ALPA,WWACU,AFTR,JUGG,MSDA,MTAC,OMEG,TWCB,ADER,JCICU,FACA,GXII,GSQD,KINZ,DRAY,GSEV,FRSG,KVSC,RAMMU,ROCGU,CENQU,FRW,FSRX,PBAXU,VENAU,WPCA,BWC,IXAQU,SCLEU,GPACU,PRSRU,GIIX,BSKY,KVSA,NRACU,TRTL,BLNGU,IACC,QFTA,DRAYU,SHQA,FTAA,VPCB,NGC,OPA,JMACU,CRZNU,TCVA,MUDS,AGCB,PCXCU,LEGAU,GTPB,MTAL,COLIU,DHCAU,HSAQ,LDHAU,TBCPU,TETCU,AGGRU,COOLU,GLBLU,SPKBU,AMAOU,KIIIU,HAACU,DISAU,DNAB,MBAC,XPAXU,MTACU,OHPAU,TMKRU,PANA,CORS,NDACU,PLMIU,FRONU,PMGMU,AUS,HLAHU,NVSAU,TWLVU,COVAU,SPTKU,KAIIU,GACQU,DGNU,PAQCU,SCOAU,EPHYU,IPVF,ESSC,ACQRU,BWCAU,LGACU,PSAGU,RMGCU,AURC,FSRXU,VCXAU,XFINU,GNACU,JOFFU,OXUSU,IPVIU,LJAQU,RXRAU,NBSTU,DLCAU,EACPU,ANZUU,SCAQU,AMAO,HIIIU,SVFAU,ARRWU,BRIVU,DHBCU,GAMCU,TSIBU,WINVU,TZPSU,FINMU,REVHU,VLATU,ZWRKU,MACAU,TIOAU,LCAHU,SWETU,CONXU,GLHAU,OEPWU,GSEVU,BLSA,CFIVU,EBACU,FWAC,YTPG,CFFEU,EDTXU,HERAU,GXIIU,IGACU,IPOD,LEAP,DHHCU,POWRU,ZTAQU,CPARU,DTOCU,PFDRU,CLAQU,EVOJU,RCLFU,DALS,SLAMU,AEACU,BYTSU,VTIQU,CTAQU,APMIU,APTMU,AFAQU,DCRDU,ARYD,SSAAU,MEAC,KSICU,ORIAU,ALPAU,GTPA,CLRMU,SDACU,FRWAU,DUNE,INKAU,LCAAU,MCAEU,BTWNU,HCNEU,FMIVU,KRNLU,LMAOU,LITTU,KLAQU,NLIT,VELOU,JUGGU,PTOCU,SMIHU,MONCU,ACAHU,ITQRU,LFTRU,LVRAU,ADERU,LUXAU,MSDAU,GHACU,VPCBU,TWCBU,GTPBU,OCAXU,SNRHU,CNTQU,FPAC,GTPAU,IPOF,PFTAU,HUGS,SHACU,HCICU,FRSGU,GIIXU,TPGY,VTAQU,RACB,NOACU,LMACA,PUCKU,HMCOU,FSSIU,ASAXU,MLACU,HCARU,TPBAU,FTCV,ALTUU,IGNYU,KAIRU,PACXU,BENEU,BLTSU,FTPAU,HCIIU,SKYAU,PTICU,FTAAU,RCHGU,SPK,DUNEU,EUCRU,PHICU,IIIIU,SRSAU,ACEVU,VIIAU,TEKKU,LMACU,ARBGU,AURCU,NAACU,CND,SLCRU,TMPMU,AKICU,BHSEU,NMMCU,CFVIU,FST,CFVI,BWACU,FTCVU,MUDSU,WALD,WINV,KORE
64 62 63 Building Products & Equipment Industrials 99.83 61 56 42 43 VIEW,CSL,WMS,PGTI,NX,TGLS,BLDR,GMS,BECN,APOG,JBI,BXC,AAON,IBP,PPIH,OC,AWI,ROCK,CSTE,MAS,CARR,SSD,DOOR,LPX,APT,AEHL,AZEK,TREX,JELD,ASPN,SWIM
65 63 64 REIT—Specialty Real Estate 99.69 61 62 73 66 CTT,FPI,IRM,GLPI,SBAC,CCI,RYN,LAMR,WY,HASI,EQIX,PCH,CXW,UNIT,OUT,PW
66 64 65 Discount Stores Consumer Defensive 99.6 60 87 78 53 DLTR,OLLI,BJ,DG,COST,WMT,PSMT,TGT,BIG
67 65 66 REIT—Retail Real Estate 99.59 59 64 81 81 SRG,CDR,EPR,O,NNN,GTY,WSR,PECO,BFS,KRG,UBP,ROIC,UBA,BRX,SKT,KIM,PINE,SITC,REG,FRT,NTST,WHLR,SPG,WHLRD,RPT,MAC,WHLRP,PEI
68 66 67 Auto & Truck Dealerships Consumer Cyclical 99.48 59 54 41 32 RENN,KFS,RUSHB,LMPX,CRMT,CARS,PAG,DRVN,AN,SAH,RUSHA,GPI,ABG,RMBL,KMX,LAZY,LAD,KXIN,VRM,LOTZ,JZXN
69 67 68 REIT—Industrial Real Estate 99.15 58 51 65 85 DRE,EXR,PSA,COLD,LSI,SELF,CUBE,LANDO,NSA,PLD,REXR,EGP,FR,LANDM,TRNO,LAND,STAG,PLYM,IIPR,ILPT
70 68 69 Farm Products Consumer Defensive 99.03 58 69 67 36 CALM,PME,ADM,IBA,FDP,VITL,BG,CHSCN,CHSCO,CHSCL,AVO,CHSCM,AGRO,LMNR,CHSCP,AGFS,BHIL,ALCO,LND,TSN,APPH,AQB,VFF,SANW
71 69 70 Specialty Industrial Machinery Industrials 98.88 57 35 33 34 TPIC,BWEN,CVV,GTLS,FELE,CSWI,PSN,SPXC,HWM,THR,CW,FLS,CR,GTEC,IR,HI,NDSN,IEX,PH,EPAC,NPO,CMI,XYL,TT,RRX,WTS,DCI,OTIS,ROK,GGG,ETN,TNC,ITW,AME,LII,HON,OFLX,SXI,ITT,EMR,CGRN,ROP,AIMC,LXFR,KAI,MIDD,GNRC,GHM,AOS,TRS,MMM,BLDP,MWA,ARNC,DOV,JBT,GE,HLIO,B,GTES,PNR,TAYD,HURC,TWIN,AMSC,GRC,CYD,CIR,PYR,HSC,KRNT,SHPW
72 70 71 Communication Equipment Technology 98.73 56 42 29 25 CLFD,PI,SWIR,DGII,EXTR,ADTN,LTRX,POLY,UI,COMM,HLIT,CRNT,MSI,ITRN,SILC,AVNW,LITE,NTGR,KVHI,SONM,VIAV,CMBM,UTSI,PCTI,AKTS,DZSI,PWFL,MAXR,NOK,CIEN,ITI,HPE,BOSC,JNPR,GILT,CASA,VSAT,AMPG,BKTI,OCC,CSCO,TESS,AUDC,SATS,NTIP,KN,ZBRA,AIRG,ERIC,INSG,CLRO,INFN,CAMP,ONDS,WTT,FEIM,CMTL,FKWL,VISL,BOXL,SYTA,MINM
73 71 72 Insurance—Life Financial Services 98.68 56 67 48 59 UNM,GNW,MET,GL,MFC,BHFAP,BHFAO,BHF,PRU,PRI,BHFAN,LFC,VERY,NWLI,MDWT,CIA,CNO,LNC,PUK
74 72 73 Insurance—Specialty Financial Services 98.17 55 70 62 77 RYAN,TIPT,MTG,EIG,RDN,ICCH,MBI,ITIC,FNF,JRVR,FAF,TRUP,TIG
75 73 74 Restaurants Consumer Cyclical 97.93 54 45 22 43 KRUS,ARKR,RAVE,BBQ,WING,ARCO,FAT,PLAY,TXRH,QSR,RICK,NATH,CMG,MCD,WEN,ARMK,BLMN,TAST,YUMC,RUTH,DPZ,JACK,YUM,FATBB,SBUX,DRI,PBPB,DIN,BDL,GTIM,BH,CNNE,PZZA,CBRL,FATBP,CAKE,FRGI,BJRI,SHAK,CHUY,EAT,STKS,LOCO,DENN,GRIL,BFI,RRGB,NDLS,BTB,WNW
76 74 75 Asset Management Financial Services 97.53 54 64 52 58 PUYI,BCOR,MN,SMM,NML,EMO,NDP,TYG,PHCF,KMF,NTG,TTP,CTR,CEM,CEN,PZN,HYW,PEO,FDUS,LGHL,BUR,GER,FIF,FEI,KYN,FEN,DMB,AINV,FPL,BGR,CGBD,DPG,MGU,MAIN,SAMG,FSK,FHI,ETB,SCM,HFRO,JCE,HTD,ETV,GAIN,RQI,TCPC,ETO,PMO,DNP,TRIN,UTF,MCN,SZC,OFS,ARCC,GUT,WHF,SRV,TEAF,HIE,PDT,LGI,HNNA,MFD,RIV,PSEC,OWL,FT,CII,ETY,RNP,BDJ,ETG,AMP,AB,NAZ,UTG,OXLCM,ETJ,BIT,BUI,IIF,ATCO,GRX,SCD,EOD,EVT,BXMX,CCAP,FRA,SII,TPZ,ASG,FUND,EVG,BTA,NTRSO,RFI,EXG,NPV,NMFC,IVH,HPI,BRW,PYN,CHI,BTO,BME,MQT,HPF,SPXX,BKCC,RVT,HPS,ARES,BYM,IGD,APO,EFR,EOI,BCSF,VCIF,VFL,BLK,ERC,AWF,CHY,BEN,EVV,BAM,IGR,MPA,OCCIO,FOF,PCM,ACV,BKN,CIK,HEQ,AVK,OXLCP,IGA,BGT,STK,PFLT,JFR,NMS,PNF,ETX,OXSQ,GAM,FGB,DHIL,GAB,DSU,PPT,PMM,EFT,BHV,SEIC,IFN,JXN,HRZN,PMX,ECCC,MCI,NID,PIM,SOR,OXLCO,THW,DIAX,HLNE,RMT,NKX,EAD,APAM,HIX,JRI,PFL,GDL,MXF,ETW,EXD,OIA,EVN,MUE,EOS,PMF,PNI,VVR,PGZ,CSQ,GBDC,RMM,GIM,GDV,TSI,MIY,NSL,GOF,MPV,PFN,AGD,ERH,BGB,RA,NVG,AIF,BGX,CCD,FPF,QQQX,MMD,PML,RCG,CET,VLT,GRF,SWKH,SPE,NXJ,PNNT,ISD,USA,BTT,NXC,MUJ,CUBA,LDP,FFA,HQH,CBH,IIM,NRO,NQP,VCTR,HIO,TY,FSD,BCX,MYI,HQL,NFJ,FCT,NBW,HYB,NIQ,SAR,JGH,BGH,VTN,SBI,AFT,HYT,GNT,BOE,DBL,NUW,PDI,IDE,FMY,JRO,MUA,JRS,NAD,NAC,WIA,BLW,NZF,MUI,AOD,CNS,AFB,SWZ,MCR,AMG,VPV,EOT,MGF,MMT,VRTS,NNY,ARDC,CEV,THQ,AWP,NCA,NXN,IAF,MHI,MVF,BANX,GGN,PSF,BGY,ENX,EVF,JQC,NIM,VKI,WEA,IHIT,NUO,MFM,MHF,ICMB,NEA,MMU,DSM,FDEU,NXP,JSD,KTF,DTF,JHI,NRK,PCK,AINC,DDF,OXLC,WIW,HTY,JMM,JPC,NUV,VKQ,MIN,MUC,MYD,ADX,GGT,FTF,EVM,MNP,CXH,CXE,MHD,HYI,IQI,GDO,BWG,EIM,CRF,LEO,ECF,PHD,PFO,NIE,MAV,BSL,ACP,CION,BX,NAN,KKR,VGM,PCF,MQY,NBO,EHI,SLRC,GBAB,IGI,AMK,VMO,PFD,EGF,DSL,PCN,VCV,FFC,FLC,CLM,BCV,BFZ,DHY,IAE,OPP,NBB,DMO,BTZ,NMZ,NOM,PHK,ECC,JPI,GCV,KSM,PAI,PZC,CHW,PCQ,GCMG,BKT,BHK,EDD,BST,GLU,HNW,NMI,JHS,PTY,CMU,WETF,PGP,VGI,NTRS,BLE,VBF,BNY,EEA,OCCI,JLS,NBH,JPS,PHT,GLAD,MYN,NHS,DEX,STT,NKG,BBN,IHD,IVZ,NMT,TURN,PFX,DMF,RCS,DFP,RGT,MHN,CAF,FMN,TSLX,EMD,GHY,CIF,INSI,GGZ,MVT,MXE,TPVG,KIO,CGO,DHF,CSWC,MSD,RAND,STEP,FAX,PAX,BK,GLV,TEI,NCV,NCZ,FAM,VINP,TROW,JOF,EQS,EMF,JEQ,BFK,KF,LRFC,BSIG,AEF,CHN,TWN,IRL,FEO,EDI,NEWT,MFV,SFE,GLQ,EDF,NOAH,CIXX,FCO,FCRD,JHG,CG,ASA,GLO,GROW,TDF,GECC,GF,SSSS,SCU,CEE,SVVC
77 75 76 Tools & Accessories Industrials 97.42 53 51 41 33 ROLL,GFF,LECO,SNA,TKR,CVR,PFIN,TTC,EML,KMT,SCX,SWK,TBLT
78 76 77 Conglomerates Industrials 97.19 53 50 77 70 VRTV,SPLP,CRESY,IEP,SEB,STCN,CODI,BBU,IRS,TRC,MATW,IGC,NNBR
79 77 78 Lodging Consumer Cyclical 96.65 52 46 47 76 INTG,H,HTHT,MAR,HLT,IHG,WH,CHH,MCG,GHG
80 78 79 Chemicals Basic Materials 96.62 51 53 90 77 SQM,VHI,LXU,ZY,APD,FF,WLKP,UNVR,RYAM,HUN,MTX,EMN,ASIX,DOW,MEOH,TROX,BAK,CE,MKD
81 79 80 Beverages—Non-Alcoholic Consumer Defensive 96.61 51 66 44 37 CELH,FIZZ,KOF,KDP,PEP,KO,COKE,MNST,CCEP,PRMW,WTER,OTLY,REED,NBEV
82 80 81 REIT—Diversified Real Estate 96.52 50 61 79 90 VICI,CTO,WPC,CLPR,BRSP,SQFTP,GOODN,GOOD,NREF,GOODO,SQFT,SRC,EPRT,BRDG,STOR,OLP,BNL,UE,MDRRP,ESRT,ESBA,MDRR,LXP,DBRG,OGCP,FISK,SAFE,STAR,CORR
83 81 82 Auto Parts Consumer Cyclical 96.51 49 26 17 14 MOD,XPEL,AXL,TEN,INVZ,VC,SUP,SRI,CPS,LKQ,MNRO,GTX,DORM,ALSN,ADNT,LEA,GT,CVGI,HYLN,ALV,PLOW,MPAA,BWA,CAAS,DAN,MGA,SMP,GNTX,FRSX,SYPR,THRM,WKSP,APTV,AEVA,MLR,QS,STRT,KNDI,WPRT,XL,UFAB,LIDR,RMO,HZN
84 82 83 Recreational Vehicles Consumer Cyclical 96.25 49 25 17 17 VEEE,VMAR,LCII,HOG,PII,WGO,MCFT,MBUU,FOXF,CWH,MPX,THO,ONEW,DOOO,PATK,REE,HLBZ,EZGO,FUV
85 83 84 REIT—Diversified Real Estate 96.07 48 58 74 83 AHH,ALEX,AAT
86 84 85 Security & Protection Services Industrials 95.95 48 46 32 22 NSSC,NL,CIX,ADT,UUU,VRRM,BRC,ARLO,MG,MSA,EVLV,REZI,BCO,ALLE,VVNT,DGLY,SNT,BKYI,SPCB,VRME
87 85 86 REIT—Mortgage Real Estate 95.22 47 47 55 51 AGNCN,ARI,AOMR,ACRE,AGNCO,AGNCP,AGNC,AGNCM,AAIC,AJX,ABR,ARR,ACR
88 86 87 Business Equipment & Supplies Industrials 94.9 46 67 53 47 EBF,AVY,SCS,HNI,ACCO,PBI
89 87 88 Building Materials Basic Materials 94.71 46 34 30 62 MDU,SMID,SUM,LOMA,MLM,VMC,EXP,CPAC,CRH,CX,USLM,RETO,JHX
90 88 89 Specialty Business Services Industrials 94.67 45 36 45 35 KODK,PAYS,CBZ,CVEO,ALJJ,DLHC,SP,VVI,RBA,CTAS,UNF,ARC,ABM,CPRT,ACTG,GPN,CASS,WHLM,SRT,SGRP,IAA,MMS,FA,PFMT,QUAD,BV,PFSW,DSS,TISI,OMEX,EJH,ATTO,AGFY
91 89 90 Residential Construction Consumer Cyclical 94.42 45 61 36 54 GRBK,SKY,CVCO,TMHC,LEN,DHI,PHM,LGIH,MHO,MTH,NVR,BZH,TOL,LEGH,KBH,CCS,MDC,TPH,HOV,DFH
92 90 91 Banks—Diversified Financial Services 94.3 44 48 49 90 NWG,HSBC,NTB,BMO,EWBC,BNS,RY,UBS,WFC,BCS,SMFG,C,TD,MUFG,CM,BAC,JPM,ING,BBVA,SAN,CS
93 91 92 Semiconductors Technology 94.24 43 44 37 48 SKYT,QUIK,MRAM,ON,TSEM,MPWR,AOSL,RMBS,LSCC,CRUS,ADI,TXN,AMKR,ONTO,VSH,SIMO,MTSI,INTT,QCOM,AVGOP,MCHP,AVGO,ALGM,WOLF,DIOD,NXPI,ASX,NVEC,SLAB,GSIT,AMD,POWI,STM,LEDS,FORM,NVDA,MRVL,CEVA,SWKS,SQNS,TSM,MU,QRVO,OIIM,MXL,SGH,SYNA,HIMX,UMC,SMTC,IMOS,LASR,INTC,MX,AAOI,PXLW,VLN,WISA,SITM,EMKR,WKEY,RKLY
94 92 93 REIT—Mortgage Real Estate 94.09 43 52 49 51 SACH,LADR,DX,STWD,LOAN,SEVN,KREF,BXMT,NYMTM,PMT,TWO,RC,NYMTN,EARN,CHMI,NYMTL,ORC,WMC,TRTX,GPMT,NLY,NYMT,LFT,MITT,BRMK,CIM,MFA,IVR,RWT
95 93 94 Insurance—Property & Casualty Financial Services 93.92 42 67 61 46 KNSL,PGR,PLMR,UFCS,SAFT,WTM,WRB,Y,DGICB,NMIH,RLI,SIGI,TRV,PRA,DGICA,LMND,AXS,UVE,CB,GBLI,THG,L,SIGIP,HMN,CNA,MKL,CNFR,KMPR,STC,CINF,NODK,KINS,HALL,HCI,HRTG,MCY,UNAM,ROOT,UIHC,FNHC
96 94 95 Broadcasting Communication Services 93.88 41 30 46 57 GSMG,CSSE,NXST,FWONK,FWONA,SJ,SIRI,TGNA,SGA,CSSEP,EVC,FOX,FOXA,LSXMK,LSXMA,SBGI,UONEK,MDIA,LSXMB,GTN,NWS,UONE,NWSA,SSP,SALM,TV,CMLS,AMCX,CURI,BBGI,FUBO,IHRT,AUD
97 95 96 Luxury Goods Consumer Cyclical 93.86 41 37 35 67 BGI,MYTE,MOV,TPR,SIG,CTHR,FOSL
98 96 97 Scientific & Technical Instruments Technology 93.84 40 41 30 25 FCUV,CYBE,ESE,ELSE,MVIS,WATT,KEYS,SOTK,NOVT,BNSO,VPG,FTV,TRMB,TDY,ITRI,MKSI,LUNA,ST,GNSS,IIVIP,GRMN,VNT,FARO,IIVI,SMIT,CGNX,MLAB,MIND,WRAP,VLDR,ZEPP,MINDP
99 97 98 Biotechnology Healthcare 93.67 40 16 2 2 RYTM,SIGA,TRVI,CBIO,VRNA,PLRX,KRTX,COGT,ALT,CCXI,GBT,DAWN,VERU,BMEA,TCDA,CTIC,GOVX,AVTE,CPRX,BLU,TPTX,FSTX,VIRI,ALDX,CNCE,VTVT,MREO,SELB,GERN,DSGN,IMCR,GTHX,AVEO,WVE,RAIN,MRSN,ALLO,LQDA,FHTX,RXDX,STSA,AXSM,SNDX,APLS,ALNY,SNGX,CBAY,LJPC,VERV,DYN,TTNP,DBVT,NCNA,KDNY,VYGR,GOSS,BCAB,KZR,RVNC,MYMD,SRPT,DCPH,ARDS,YMAB,ADMA,PTCT,ACET,CAPR,MYOV,SVRA,CORT,KRYS,XENE,HRMY,VIRX,PBYI,RLMD,OMER,EPZM,ABCL,FOLD,NNVC,IFRX,ARQT,EIGR,RAPT,VRTX,RNA,ACRS,GNFT,SPPI,IMTX,MIRM,CRDF,NUVL,RXRX,RGNX,CYTK,DBTX,KNTE,BEAM,BCRX,BDTX,NVIV,PNT,MIST,CERE,CHRS,PSTX,MRUS,RVMD,LXRX,IONS,FGEN,INSM,TVTX,ARGX,SCPH,CALT,KNSA,IMNM,NBIX,INFI,ACXP,AGEN,IGMS,LYEL,ENTA,LYRA,KURA,AXLA,BMRN,BLUE,ITCI,SGEN,SNPX,DNLI,VERA,ORMP,CRSP,RCKT,PHAR,ADVM,KYMR,FMTX,ZIVO,SAGE,BCLI,IMGN,STOK,BCEL,LEGN,PLX,MTNB,BHVN,ARDX,KALV,ISEE,MNKD,NKTX,RPRX,FENC,CSBR,PMCB,PCVX,CLNN,LGVN,UTHR,OCUL,OPT,HALO,FIXX,PGEN,JAZZ,NGM,SGMO,AKTX,BLRX,UBX,NRIX,CLRB,TARS,RCUS,CYBN,CDMO,ASMB,PCSA,VKTX,TFFP,PRLD,PRVB,TERN,NTRB,CARA,ESPR,INBX,IDYA,QURE,BPTH,GRTS,GALT,SBTX,CLDX,SANA,ANNX,NXTC,ITOS,ARWR,BBIO,ASLN,KMPH,ARMP,GMAB,XOMAP,ABIO,ANAB,SRRK,ADAP,CLVS,BCTX,EVAX,EYPT,IPA,INCY,LUMO,SRNE,XOMAO,GLTO,ICPT,IMVT,GANX,TCRR,ASND,SESN,XNCR,REPL,ALVR,ALPN,NVO,TYRA,EXEL,SEEL,EDIT,BGNE,MRTX,URGN,IMPL,PHVS,LCTX,ALKS,VECT,CRMD,TBPH,LGND,ABOS,MCRB,CRNX,PYPD,IPSC,VIR,VRDN,OGEN,REGN,BCYC,VCYT,AUTL,ALEC,ATNM,BPMC,MBRX,OLMA,KOD,ZEAL,PRTC,GLYC,PMVP,FBIOP,XOMA,GMDA,APM,GBIO,AKRO,BLPH,ICCC,NBY,CYCCP,AVXL,INMB,MGTX,AGIO,MRNA,EWTX,DYAI,MDGL,GTBP,CYCN,ABCM,CGEM,CTXR,FATE,ETNB,GHRS,BTAI,ELDN,AVIR,XERS,MORF,STRO,GLPG,ACHL,GNPX,SPRB,MTP,OYST,RLAY,DARE,CCCC,CERS,CDTX,PRTK,EVLO,XBIO,ADPT,TECH,ORIC,ALXO,GMTX,MNOV,ONCT,HRTX,ENLV,ABUS,CVM,NTLA,CMMB,ARVN,PRTA,IDRA,VXRT,IKT,TCON,CLGN,LBPH,MDWD,HOOK,FBIO,KROS,RLYB,INVA,OCUP,ONCY,RPTX,TYME,IBRX,QSI,KPTI,OMGA,ACAD,ZLAB,FREQ,LTRN,ZYME,ZNTL,PRTG,SEER,EVGN,ANEB,ADCT,PDSB,YMTX,ANVS,MOR,CNTB,IPHA,MGTA,JNCE,VSTM,ROIV,OCGN,EQ,MACK,IKNA,BOLT,LOGC,BNTX,LIFE,ACIU,CLBS,AGE,ALBO,KRON,NOVN,SRZN,SONN,INO,TARA,PHAT,COCP,VNDA,VCEL,BLCM,GRPH,DNA,SNSE,BCDA,HCM,ATAI,BVXV,OPNT,TGTX,SLGL,OVID,ONTX,CANF,ARCT,VRPX,FRLN,IMRN,HOWL,RARE,AIKI,ETON,VOR,VBIV,IMMP,NBSE,PPBT,LPTX,XTLB,MTCR,VYNT,CYAD,XFOR,PHIO,KRBP,ACST,ITRM,LABP,INDP,CLSD,CLLS,NKTR,RPHM,ERYP,PHAS,PTN,THRX,RANI,HEPA,PYXS,ATOS,MITO,MRVI,ORTX,AVRO,GRAY,IOVA,ALZN,RFL,MESO,PRQR,FULC,FBRX,MDNA,AFMD,SLRX,IBIO,XRTX,ABSI,IMRA,LPCN,CERT,PTGX,TNGX,ONCS,MRKR,CRBP,CYT,TRVN,VACC,MBIO,TIL,VCNX,GRTX,TLSA,EDSA,GRCL,SLS,FDMT,MGNX,MRNS,OTLK,HOTH,TSHA,VALN,ONCR,ACHV,STTK,ATHE,CKPT,MNPR,AMRN,DTIL,DMAC,ELOX,SYBX,ACER,PBLA,ATRA,ENTX,CYCC,PSTV,APVO,CADL,CRVS,AIM,CRIS,IMUX,SIOX,BYSI,PASG,ABEO,NERV,SLN,SLNO,NAUT,RZLT,LMNL,SYRS,ALGS,UNCY,SURF,FNCH,AKUS,FWP,CDXC,PIRS,MOLN,PULM,CVAC,SQZ,CASI,RIGL,BIVI,ALLK,IMV,BLI,MNMD,PTIX,HARP,SAVA,GLSI,RETA,XBIT,CWBR,LIXT,EYEN,CUE,SCPS,DFFN,APTO,RGLS,CABA,CTMX,CNSP,CLSN,AUPH,SWTX,PHGE,QLGN,TALS,ARTL,KTRA,OCX,MEIP,SMMT,SGTX,INZY,CDXS,CMRX,LVTX,ORGS,VRCA,VYNE,ATNF,CDAK,CNTA,NUVB,NAVB,ATXI,NBTX,APRE,ALNA,CALA,SYN,ARAV,JSPR,TPST,NBRV,CGEN,INAB,CGTX,NVAX,STAB,IVA,ANGN,TNYA,AKBA,NRBO,APLT,NMTR,NLSP,WINT,LRMR,BNTC,MTEM,UPC,ENSC,AMAM,ANPC,JAGX,NEXI,ALRN,NYMX,ATHA,ENOB,VINC,BPTS,TENX,IMAB,FUSN,XLO,ENVB,HSTO,GLMD,TMBR,EPIX,AYLA,ADTX,XCUR,BTX,ACOR,RVPH,INM,KALA,PRAX,NRXP,AGTC,APTX,BXRX,AYTU,ATHX,ADIL,VLON,RUBY,BBI,AMTI,PALI,ABVC,ADAG,AMPE,KZIA,ADXN,MIGI,EFTR,OTIC,SPRO,TNXP,AGLE,OBSV,PTE,VBLT,HGEN,VTGN,CFRX
100 98 99 Education & Training Services Consumer Defensive 93.6 39 82 33 3 TEDU,EDU,METX,FEDU,ATGE,AACG,PRDO,TAL,STG,VTRU,STRA,VSTA,LAUR,COE,LRN,LOPE,GHC,LINC,YQ,ARCE,AFYA,UTI,CHGG,WAFU,GOTU,HLG,BEDU,SKIL,APEI,ASPU,TWOU,EEIQ,EDTK,COUR,IH,LXEH,FHS,AMBO,ZVO,CLEU
101 99 100 Aerospace & Defense Industrials 93.57 38 33 40 29 ESLT,POWW,AVAV,NOC,HII,HEI,AIR,HXL,LMT,GD,TDG,BWXT,TATT,RTX,LHX,AJRD,DCO,RADA,POWWP,AXON,NPK,BA,TXT,BYRN,PKE,IVAC,WWD,ATRO,KTOS,MRCY,VSEC,KAMN,ISSC,SPR,ERJ,RKLB,SWBI,RGR,CAE,AIRI,VTSI,CODA,TGI,SPCE,ASTC,RDW,LILM,DPRO,UAVS,SIF,EH,LILMW,ASTR
102 100 101 Entertainment Communication Services 93.48 38 27 21 23 AMC,WWE,LVO,RDIB,GNUS,RDI,MCS,RSVRW,BATRA,WOW,BATRK,EDR,CNK,LBRDP,HOFV,LYV,IMAX,DLPN,MSGS,MSGE,AESE,HMTV,DIS,WMG,RSVR,LBTYK,LBRDA,CMCSA,LBTYA,LBRDK,NFLX,CHTR,CIDM,LBTYB,DISH,HUYA,ROKU,CSCW,KUKE
103 101 102 Computer Hardware Technology 92.67 37 20 11 20 QUBT,SMCI,PSTG,ANET,VLD,CAJ,INVE,HPQ,DM,VJET,NNDM,DAKT,DELL,NTAP,STX,CAN,CRSR,SSYS,KTCC,OSS,WDC,MICT,ALOT,LOGI,DDD,SCKT,IONQ,QMCO,TACT,EBON,CRCT
104 102 103 Beverages—Brewers Consumer Defensive 92.65 37 83 46 70 TAP,SBEV,BUD,SAM,FMX,CCU
105 103 104 Medical Instruments & Supplies Healthcare 92.48 36 28 15 17 IRTC,STAA,AKYA,RGEN,HAE,DXR,BLFS,LMAT,GKOS,ANGO,BDX,UTMD,RMD,MMSI,STVN,NVCR,BDXB,ATRI,MLSS,NVST,HOLX,EKSO,ALC,ISR,WST,KRMD,ATRC,COO,MBOT,ISRG,ICUI,PDEX,TFX,MASI,FEMY,XRAY,RVP,BAX,NURO,INFU,OMIC,STXS,WRBY,NSTG,HBIO,OSUR,NYXH,POAI,PLSE,NEPH
106 104 105 Copper Basic Materials 92.47 35 21 79 87 TRQ,SCCO,FCX,ERO,HBM
107 105 106 Mortgage Finance Financial Services 92.41 35 60 31 64 ATAX,ASPS,COOP,OCN,PFSI,HTGC,IOR,VEL,HMPT,ESNT,WD,EFC,RKT,ECPG,GHLD,MRCC,UWMC,CNF,LDI,TREE,IMH
108 106 107 Capital Markets Financial Services 92.32 34 27 24 64 SNEX,LPLA,COWN,DFIN,HGBL,AMRK,RJF,FRHC,LAZ,BGCP,IBKR,PJT,AC,ATIF,SCHW,GS,SRL,MS,BTCS,OPY,FOCS,MC,PIPR,SF,MARA,TW,HLI,FUTU,VIRT,GBL,NMR,COHN,PWP,EVR,MKTX,TIGR,HUT,SIEB,CIFR,WHG,XP,BITF,GHL,MFH,EQOS,BTCM
109 107 108 Telecom Services Communication Services 92.1 33 45 51 41 ASTS,PTNR,GSAT,IRDM,ATNI,TLK,TMUS,GOGO,RDCM,AMX,AMOV,RADI,CHT,VIV,TU,KT,SHEN,TIMB,FYBR,LUMN,BCE,PHI,USM,SJR,VOD,T,CNSL,TEF,CABO,CCOI,SPOK,RCI,ORAN,TEO,TDS,VZ,ATEX,CXDO,ATUS,SIFY,IDCC,OOMA,RBBN,LILA,LILAK,IDT,SKM,TKC,ANTE,TIGO,VEON,UCL,VATE,KLR,COMS
110 108 109 Drug Manufacturers—General Healthcare 91.83 33 87 80 49 LLY,BMY,MRK,AZN,PFE,NVS,GILD,JNJ,BIIB,OGN,SNY,GSK,GRFS,HZNP,CRXT
111 109 110 Advertising Agencies Communication Services 91.64 32 6 5 15 BAOS,CNET,ISIG,EEX,CPOP,TRKA,FLNT,QNST,OMC,INUV,CRTO,XNET,IPG,MCHX,NCMI,TSQ,TRMR,DLX,CCO,WIMI,WPP,ADV,CMPR,DMS,MGNI,SRAX,ICLK,QUOT
112 110 111 Travel Services Consumer Cyclical 91.38 32 18 19 49 YTRA,MMYT,TOUR,TCOM,TRIP,BKNG,TNL,DESP,LIND,EXPE,NCLH,TZOO,CCL,RCL
113 111 112 Footwear & Accessories Consumer Cyclical 91.34 31 41 27 31 CAL,WEYS,DECK,FORD,SKX,WWW,CROX,NKE,SHOO,FL,RCKY,VRA
114 112 113 Health Information Services Healthcare 91.32 30 24 6 5 CNVY,SGFY,ONEM,SLP,PRVA,CMAX,EVH,CVET,STRM,CHNG,RCM,AMWL,ACCD,PGNY,PINC,MTBCP,HSTM,VEEV,HQY,SDGR,CPSI,NXGN,MDRX,PHR,FORA,ZCMD,AGTI,TRHC,OMCL,MTBC,NH,TDOC,WORX,UPH,TXG,HCTI,ICAD,SOPH,UTRS,SY,HCAT,SHCR,GDRX,OPRX,KERN
115 113 114 Information Technology Services Technology 90.49 30 37 27 33 IMXI,EXLS,SWCH,JKHY,BR,CTEK,SAIC,HCKT,WNS,FISV,IT,CACI,CSPI,LDOS,IBM,EPAM,G,FORTY,CD,IIIV,CTLP,ACN,GIB,CDW,XRX,AFRM,DLB,ALYA,SNX,ISDR,SABR,CYXT,FLYW,INFY,GDYN,NSIT,FLT,FIS,CTG,SABRP,NABL,DNB,GLG,NCR,PRTH,CTSH,AI,CNDT,DTST,III,TLS,DMRC,RSSS,CNXC,TDC,PRFT,GB,DXC,WYY,TWKS,WIT,CLVT,TTEC,CLPS,GDS,INOD,UIS,RAMP,QIWI,PSFE,VNET,PAY,TASK,USIO,NXTP,AVCT
116 114 115 Insurance—Diversified Financial Services 90.34 29 38 45 52 PFG,EQH,ORI,HIG,ESGRO,IGIC,SLF,ESGRP,GSHD,ESGR,FGFPP,WDH,FGF
117 115 116 Diagnostics & Research Healthcare 90.1 29 12 3 4 LNTH,APDN,AXDX,BNGO,VIVO,STIM,SENS,CELC,ME,STRRP,AWH,ANIX,MEDP,PRPO,OLK,DHR,CSTL,NOTV,TMO,IQV,MYGN,QGEN,ICLR,NTRA,DGX,TWST,TRIB,WAT,MTD,A,NDRA,OPGN,PMD,LH,RDNT,GH,ONVO,PKI,GENE,CEMI,ENZ,SHC,STRR,NRC,PACB,MXCT,BDSX,DXCM,DRIO,HTGM,IDXX,SYNH,BMRA,BVS,SERA,LHDX,QDEL,CRL,FLGT,OPK,CO,NEO,VNRX,HSKA,CODX,XGN,NVTA,ILMN,NEOG,CHEK,BNR,PHG,CDNA,PSNL,EXAS,AKU,DMTK,TTOO,BIOC,MOTS,GTH,RNLX,QTNT,CNTG
118 116 117 Personal Services Consumer Cyclical 90.09 28 49 38 24 HRB,STON,ROL,TMX,SCI,FRGAP,MRM,CSV,FRG,XSPA,FTDR,BFAM,EM,MED,WW,DSEY,RGS
119 117 118 Household & Personal Products Consumer Defensive 89.99 27 39 48 62 HIMS,ELF,EPC,IPAR,CL,KMB,UG,PG,EL,NUS,UL,COTY,EWCZ,CHD,CLX,SKIN,NWL,REV,ACU,USNA,SPB,NATR,MTEX,HELE,NTCO,DOGZ,TANH
120 118 119 Packaged Foods Consumer Defensive 89.94 27 43 34 27 STKL,LW,THS,PLAG,POST,SENEB,LWAY,GIS,CVGW,K,LNDC,TWNK,BRID,CPB,UTZ,SENEA,FLO,PPC,LEXX,HRL,INGR,JJSF,DAR,CAG,SJM,KHC,MKC,CENTA,SOVO,CENT,LANC,JBSS,SMPL,CYAN,BRBR,BRFS,HLF,BGS,NAII,FARM,LFVN,NOMD,BYND,FREE,HAIN,JVA,MMMB,BRCN,DTEA,TTCF,RIBT,BTTR,FRPT,SNAX,LSF,CLXT,NUZE,PETZ,FAMI
121 119 120 Publishing Communication Services 89.69 25 30 40 80 SCHL,PSO,DALN,RELX,DJCO,NYT,LEE,GCI,EDUC
122 120 121 Consumer Electronics Technology 89.69 25 10 7 6 VUZI,AAPL,VOXX,VZIO,KOSS,IRBT,HBB,UTME,SONY,MSN,LPL,GPRO,ATER,UEIC,VIOT,SONO,HEAR
123 121 122 Specialty Retail Consumer Cyclical 89.65 25 19 16 16 ELA,MUSA,YSG,TA,CHPT,GME,ASO,GPC,KAR,AZO,BLNK,ORLY,EVGO,WINA,WSM,BBW,DKS,ULTA,EYE,TSCO,AAP,JOAN,HIBB,ODP,BBBY,SBH,LE,LIVE,HZO,TCS,CTIB,FIVE,BBY,WOOF,HNST,VLTA,RH,BGFV,MNSO,BQ,BNED,BBWI,AAN,FLWS,BWMX,BARK,CONN,PRTY,SFIX,KSPN,NVVE,REAL,KIRK,TUEM
124 122 123 Staffing & Employment Services Industrials 89.38 24 54 60 63 HSON,ADP,BBSI,CCRN,NSP,PAYX,JOB,TNET,KFY,BGSF,KELYA,DHX,ASGN,HQI,ZIP,KELYB,TBI,MHH,HSII,BZ,IPDN,MAN,KFRC,RHI,UPWK,RCRT,STAF,HHR,PIXY
125 123 124 Insurance—Reinsurance Financial Services 89.1 24 56 71 83 RGA,GLRE,RE,RNR,MHLD,OXBR,SPNT
126 124 125 Medical Devices Healthcare 88.62 23 9 8 8 SRTS,TMDX,BFLY,NMTC,SWAV,XAIR,CLPT,PRCT,AXNX,APYX,SILK,PAVM,ECOR,AHCO,VMD,NARI,EDAP,APEN,NNOX,RXST,NVNO,EYES,PODD,ZYXI,INSP,CUTR,ESTA,TMCI,KIDS,MOVE,QIPT,PETV,IRMD,AZYO,BSX,SIBN,ASXC,ABMD,AFIB,EW,NUVA,INMD,ATEC,AVNS,AXGN,GMED,LUCD,ZBH,STE,MASS,INGN,ABT,SINT,RWLK,ITGR,VREX,SYK,SRDX,BIO,PEN,FONR,BRKR,IART,LIVN,AEMD,LNSR,SMLR,MDT,NVCN,VRAY,LUNG,TELA,RCEL,ARAY,BWAY,CNMD,PROF,CSII,SSKN,SNN,NVRO,GBS,RBOT,TMDI,SDC,ANIK,MDXG,ELMD,NAOV,IINN,BIOL,OFIX,XTNT,DYNT,SGHT,DCTH,VIVE,IRIX,ALGN,AHPI,SPNE,OM,CFMS,VVOS,NUWE,BTCY,NPCE,OWLT,NMRD,TCMD,MDGS,ISO,TNDM,CTSO,IVC,SRGA,AVGR,INVO,BSGM,SIEN,TLIS,EAR,VERO,DNAY,RMED,RSLS,MYO,THMO,BBLGW,QTRX,VAPO,HSDT
127 125 126 Furnishings, Fixtures & Appliances Consumer Cyclical 88.35 22 40 16 12 VIRC,KEQU,BSET,AUVI,AUVIP,LEG,LZB,TILE,AMWD,KBAL,TPX,WHR,FBHS,MHK,SNBR,LOVE,HOFT,FLXS,WEBR,NVFY,LCUT,NTZ,PRPL,EFOI
128 126 127 Real Estate Services Real Estate 88.2 22 19 14 22 QK,MAYS,AXR,TCI,CSGP,FRPH,CIGI,BPYPP,RMAX,BPYPO,BEKE,CSR,RMR,KW,MMI,CBRE,FSV,REAX,MDJH,MLP,CWK,GYRO,UK,NMRK,JLL,EXPI,FTHM,RDFN,OPEN,GBR,LODE,DUO,LEJU,OPAD,DOMA,NTP
129 127 128 Medical Care Facilities Healthcare 88.16 21 25 18 11 CMPS,OPCH,ACHC,OSH,AMN,AMS,ADUS,ENSG,SMTI,HNGR,LHCG,AVCO,CCM,EHC,AGL,CHE,NVOS,NHC,SEM,MODV,LFST,HCA,RHE,AMEH,MD,BKD,TALK,THC,PNTG,AIH,USPH,UHS,DVA,AMED,HCSG,SGRY,CANO,CCEL,SLHG,INNV,JYNT,ICCM,GBNH,FMS,FTRP,AVAH,CYH,ATIP,OTRK,OTRKP
130 128 129 Credit Services Financial Services 87.33 20 29 26 39 CPSS,EZPW,JT,MGI,NNI,PMTS,ENVA,AGM,FINV,MFIN,OCSL,QD,FCFS,SUNL,ORCC,MA,BBDC,GSBD,ATLCP,V,SLMBP,AXP,NAVI,CACC,QFIN,DFS,PRAA,WU,SLM,SNFCA,NICK,SYF,IX,PYPL,OMF,XYF,COF,ALLY,LC,ATLC,WRLD,RM,NISN,ELVT,LYL,SOFI,GDOT,SNTG,CURO,LU,DXF,LPRO,LX,FOA,UPST,AIHS,LMFA,OPRT,YRD,PT
131 129 130 Department Stores Consumer Cyclical 87.02 20 14 83 74 DDS,JWN,M,CBD,KSS
132 130 131 Auto Manufacturers Consumer Cyclical 86.44 19 11 6 12 LI,TTM,WKHS,TSLA,F,RACE,NIO,VLCN,HMC,PTRA,TM,STLA,GOEV,GM,NKLA,RIDE,AYRO,SOLO,XPEV,FSR,BLBD,NIU,GP,HYZN,ARVL
133 131 132 Farm & Heavy Construction Machinery Industrials 86.35 19 23 28 30 TWI,LNN,WNC,PCAR,ALG,DE,CAT,TEX,AGCO,GENC,REVG,ASTE,SHYF,CMCO,OSK,CNHI,MNTX,HY,IDEX,UGRO,ARTW,MTW,ZEV,LEV,XOS,HYFM
134 132 133 Tobacco Consumer Defensive 86.26 18 59 50 61 BTI,UVV,PM,MO,VGR,TPB,KAVL,RLX
135 133 134 Resorts & Casinos Consumer Cyclical 86.22 17 17 24 66 LVS,RRR,VAC,HGV,MCRI,BYD,FLL,BVH,PLYA,MTN,MGM,GDEN,PENN,WYNN,BALY,CNTY,CZR,MLCO,MSC
136 134 135 Home Improvement Retail Consumer Cyclical 86.12 17 11 20 24 LOW,FND,HVT,HD,LESL,LL,GRWG,TTSH
137 135 136 Software—Application Technology 86.03 16 6 3 6 AGYS,AEYE,ABST,ALRM,APPF,ALKT,ADSK,AMSWA,ANSS,ALIT,AGIL,ACVA,AGMH,AMST,ASAN,APP,APPS,API,ANY
138 136 137 Insurance—Property & Casualty Financial Services 86.02 16 75 85 59 AFG,ALL,ARGO
139 137 138 Other Industrial Metals & Mining Basic Materials 85.63 15 3 43 35 LAC,MTRN,PLL,TECK,PLM,GSM,MP,UAMY,NAK,BHP,SLI,RIO,EMX,WRN,XPL,NMG,VALE,NEXA,CMP,WWR,LGO,FURY,CHNR,TGB,TMQ,EXN,USAS,TMC,GPL,SMTS
140 138 139 Insurance Brokers Financial Services 85.59 14 17 12 21 AJG,ERIE,BRO,MMC,BRP,AON,CRVL,HUIZ,GOCO,TIRX,FANH,EHTH,SLQT,RELI
141 139 140 Software—Infrastructure Technology 85.51 14 13 12 14 EVOP,STEM,SNPS,PING,SAIL,QLYS,MNDT,TIXT,BOX,DOX,PANW,TUFN,GDDY,SPSC,ATEN,PAYA,NEWR,VMW,VHC,CSGS,MDB,VRSN,CRWD,NTCT,WEX,MSFT,DBX,VRNT,CHKP,ORCL,EVCM,KNBE,CYBR,STER,DOCN,SPLK,NLOK,BKI,CFLT,TENB,BB,DAVA,FIVN,FFIV,FTNT,BL,STNE,BASE,FOUR,ZS,EVTC,ETWO,RDWR,EEFT,NET,TCX,TOST,AVPT,CLBT,SUMO,PLTR,S,OSPN,KPLT,OPRA,PAGS,RPAY,SWI,MFGP,VRNS,LVOX,ZUO,WIX,SQ,PATH,SCWX,SQSP,SFET,OKTA,DTSS,CETX,YEXT,MQ,BLIN,IRNT,NTNX,CYRN,NVEI,VERI,BAND,RXT,CGNT,CETXP,TAOP,TUYA,REKR,ZENV,GBOX,SOS
142 140 141 REIT—Office Real Estate 85.41 13 32 61 75 GNL,OFC,EQC,PSTL,CMCT,DEA,CIO,DLR,OPI,WRE,JBGS,PGRE,HIW,CUZ,KRC,PDM,VNO,BXP,DEI,SLG,BDN,FSP,HPP,NYC
143 141 142 Drug Manufacturers—Specialty & Generic Healthcare 85.38 12 8 9 8 AERI,ALIM,AMPH,ANIP,AQST,AMYT,ACRX,AMRX,ADMP,ACB,AGRX
144 142 143 Airlines Industrials 84.61 12 16 25 45 ULCC,SAVE,CEA,CPA,ZNH,HA,ALK,LUV,DAL,UAL,AAL,RYAAY,SKYW,SNCY,MESA,JBLU,GOL,VLRS,ALGT,AZUL
145 143 144 Gold Basic Materials 84.23 11 8 43 55 TRX,AUY,AGI,GORO,SAND,HMY,FNV,ORLA,RGLD,OR,GFI,BTG,AU,AEM,HL,SA,SSRM,GAU,CMCL,VGZ,DRD,GOLD,WPM,GLDG,SBSW,THM,NEM,EGO,USAU,CDE,KGC,AAU,EQX,PZG,CGAU,NGD,IAG
146 144 145 Drug Manufacturers—Specialty & Generic Healthcare 83.08 11 14 8 9 ASRT,PRPH,OPTN,TXMD,DVAX,TEVA,RDUS,DRRX,AVDL,ZOM,SUPN,HROW,GRVI,COLL,PRGO,CTLT,KMDA,IRWD,TAK,EOLS,PCRX,HUGE,RDY,ZTS,PAHC,CPIX,PROC,SLDB,SCYX,VTRS,ZYNE,INCR,EBS,XXII,SNOA,PETQ,ELAN,EGRX,CRON,TARO,THTX,LCI,OGI,CYTH,PRFX,HAPP,ATNX,NLTX,QLI,CPHI,TLRY,ORGO,RDHL,MDVL,RMTI,SNDL,CLVR,JUPW,PTPI,GHSI,EVOK,YCBD,HEXO,IMCC,CGC,FLGC,BHC,PLXP,NEPT,ENDP
147 145 146 Gambling Consumer Cyclical 83.07 10 5 4 18 AGS,CHDN,EVRI,CPHC,DKNG,IGT,GAMB,ACEL,SBET,GAN,RSI,GMBL,EBET,ELYS
148 146 147 Leisure Consumer Cyclical 82.89 9 22 32 37 JAKK,XPOF,GOLF,CLAR,FNKO,ELY,MAT,PLNT,BC,OSW,LTH,SEAS,FUN,MANU,HAS,POOL,SPWH,BTN,JOUT,ESCA,DS,VSTO,YETI,SIX,CUK,NLS,AOUT,PTON,PLBY,BBIG,FXLV
149 147 148 Real Estate—Development Real Estate 82.41 9 15 93 7 ARL,AEI
150 148 149 Apparel Manufacturing Consumer Cyclical 82.36 8 20 20 29 OXM,CPRI,XELB,LEVI,VNCE,GIL,RL,KTB,COLM,GOOS,LAKE,JRSH,VFC,FIGS,PVH,SGC,DLA,HBI,EVK,UA,UAA
151 149 150 Software—Application Technology 82.27 8 4 4 9 PBTS,AZPN,INTZ,PCTY,CDNS,CALX,BTRS,INST,FICO,MANT,SSTI,OMQS,MODN,IBEX,SSNT,AYX,TTD,PDFS,NATI,PAYC,MANH,TSRI,PCYG,PTC,TEAM,PRGS,CTXS,INTU,MSTR,PWSC,DSGX,IMMR,UBER,DV,FROG,SEMR,BMBL,MGIC,KARO,PCOR,WFCF,BSY,PHUN,GLOB,RCAT,DUOT,CXM,VERX,WTRH,ESMT,NICE,TYL,DT,NOW,SPT,PLUS,PAR,CDAY,ZI,OTEX,CVLT,ZETA,SNCR,CRM,ESTC,BILL,ECOM,GVP,SSNC,EGAN,JAMF,BLKB,VERB,OLB,PD,YMM,SRAD,MITK,AVLR,IDN,PRO,BSQR,RMNI,NTWK,MNDO,U,GWRE,DDOG,YOU,PUBM,WKME,NCNO,YALA,ENV,SAP,JG,SPNS,RSKD,RDVT,QTWO,WDAY,LAZR,MNDY,BNFT,HUBS,NRDY,DCBO,EBIX,MIXT,ASUR,ZM,BCOV,WK,FRSH,BIGC,COIN,DBD,RPD,SNOW,AWRE,MTTR,BMTX,MTLS,FTFT,DSP,ONTF,LSPD,RIOT,ZEN,SMAR,OPFI,QH,MOGO,KBNT,DOMO,JFU,CUEN,INTA,COUP,OCFT,CLSK,CIH,SMSI,MRIN,CREX,MYSZ,LYFT,RAAS,VQS,PALT,SEAC,UPLD,EVBG,SHOP,DOCU,DCT,XM,COMP,FSLY,AUUD,BTBT,VTEX,EB,SMRT,PEGA,KC,LPSN,CRNC,QUMU,MTC,MNTV,OLO,BLND,IDBA,ZDGE,IFBD,RNG,OBLG,INPX,EGHT,PRCH,MAPS,OG,BRQS,OTMO,LTCH,XELA,AVYA
152 150 151 Apparel Retail Consumer Cyclical 81.99 7 9 25 40 DBI,CHS,TJX,GCO,JILL,GES,ONON,LULU,CRI,BKE,ROST,GIII,DXLG,CATO,BOOT,CURV,URBN,SCVL,PLCE,CTRN,BURL,ZUMZ,VSCO,TLYS,DLTH,AEO,GPS,ANF,EXPR,DBGI
153 151 152 Software—Infrastructure Technology 81.86 6 7 10 13 ALTR,ADBE,AKAM,ACIW,ARBE,APPN,ALF,ALLT,ARQQ
154 152 153 Real Estate—Diversified Real Estate 81.82 6 24 59 71 NEN,CHCI,STRS,JOE,HHC,TPHS,VINO
155 153 154 Beverages—Wineries & Distilleries Consumer Defensive 81.8 5 29 38 26 STZ,DEO,NAPA,WVVIP,VWE,WVVI,EAST
156 154 155 Silver Basic Materials 80.69 4 2 19 16 MAG,EXK,AG,SVM,PAAS,FSM
157 155 156 Textile Manufacturing Consumer Cyclical 80.6 4 12 12 38 AIN,CRWS,UFI,CULP,DXYN
158 156 157 Aluminum Basic Materials 79.16 3 4 66 98 AA,CSTM,KALU,ACH,CENX
159 157 158 Internet Content & Information Communication Services 78.41 3 3 1 4 CANG,LTRPB,LOV,ATHM,FENG,YELP,JFIN,TC,PERI,SOHU,BIDU,KRKR,TWTR,THRY,NTES,SCOR,GOOG,GOOGL,ATY,TTGT,IQ,BLCT,ABNB,SPOT,UXIN,PINS,LZ,GENI,EVER,TRVG,SSTK,TME,ZG,TRUE,Z,ANGI,DASH,IAC,LTRPA,IZEA,MARK,LIZI,CMCM,CARG,SMWB,MAX,MTCH,WB,YY,GRPN,FVRR,MOMO,DAO,QTT,CRTD,DOYU,ZH,TWLO,GAIA,GROM,LKCO,CDLX,SNAP,YNDX,AUTO
160 158 159 Other Precious Metals & Mining Basic Materials 77.55 2 0 23 10 HYMC,NEWP,GATO,SILV,MMX,PLG,ASM,BVN,GROY,AUMN,PPTA,MTA,ITRG,MUX,AXU
161 159 160 Internet Retail Consumer Cyclical 77.48 1 0 0 1 QRTEB,LQDT,CHWY,YJ,JMIA,MOHO,AMZN,ID,MELI,CPNG,VIPS,PRTS,JD,ETSY,PDD,EBAY,GLBE,DIBS,QRTEP,BZUN,APRN,BABA,NHTC,LITB,POSH,JWEL,WISH,OSTK,MOGU,CVNA,DADA,QRTEA,IPW,W,TKAT,FTCH,SECO,RVLV,RERE,SFT,OCG,NEGG,HEPS,TDUP,AKA,IMBI,OZON
162 160 161 Pharmaceutical Retailers Healthcare 76.57 1 1 0 0 RAD,PETS,LFMD,WBA,CJJD,YI,SSY,LFMDP,MEDS,HITI,BIMI,GNLN
163 161 162 Electronic Gaming & Multimedia Communication Services 76.51 0 1 1 3 ATVI,AVID,INSE,RBLX,EA,SCPL,BRAG,NGMS,TTWO,MYPS,RNWK,GIGM,GRVY,BILI,GDEV,EGLX,PLTK,SE,YVR,BHAT,SKLZ,GAME,NCTY,SLGG,MSGM,VS
164 162 163 Real Estate—Development Real Estate 76.01 0 38 58 20 HCDIP,INDT,LSEA,FOR,FPH,HCDI,XIN

14
tests/openbb_terminal/stocks/technical_analysis/test_rsp_model.py Normal file
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@@ -0,0 +1,14 @@
# IMPORTATION STANDARD
# IMPORTATION THIRDPARTY
import pytest
# IMPORTATION INTERNAL
from openbb_terminal.stocks.technical_analysis import rsp_model
@pytest.mark.vcr
def test_get_rsp_image(recorder):
result = rsp_model.get_rsp()
for df in result:
recorder.capture(df)

24
tests/openbb_terminal/stocks/technical_analysis/test_rsp_view.py Normal file
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@@ -0,0 +1,24 @@
# IMPORTATION STANDARD
# IMPORTATION THIRDPARTY
import pytest
# IMPORTATION INTERNAL
from openbb_terminal.stocks.technical_analysis import rsp_view
# pylint: disable=E1101
@pytest.mark.vcr(record_mode="none")
@pytest.mark.record_stdout()
@pytest.mark.parametrize(
"ticker",
[
("TSLA"),
(""),
],
)
def test_view(mocker, ticker):
# MOCK VISUALIZE_OUTPUT
mocker.patch(target="openbb_terminal.helper_classes.TerminalStyle.visualize_output")
rsp_view.display_rsp(ticker, tickers_show=True)

14
tests/openbb_terminal/stocks/technical_analysis/test_ta_controller.py
View File

@@ -510,6 +510,20 @@ def test_call_func_expect_queue(expected_queue, func, queue):
export="csv",
),
),
(
"call_rsp",
[
"-t",
"--export=csv",
],
"rsp_view.display_rsp",
[],
dict(
s_ticker="MOCK_TICKER",
tickers_show=True,
export="csv",
),
),
(
"call_stoch",
[

6
tests/openbb_terminal/stocks/technical_analysis/txt/test_rsp_view/test_view[TSLA].txt vendored Normal file
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@@ -0,0 +1,6 @@
Rank Ticker Sector Industry Exchange Relative Strength Percentile 1 Month Ago 3 Months Ago 6 Months Ago
765 766 TSLA Consumer Cyclical Auto Manufacturers NASDAQ 116.55 87 43 59 71
Rank Industry Sector Relative Strength Percentile 1 Month Ago 3 Months Ago 6 Months Ago
133 134 Auto Manufacturers Consumer Cyclical 86.83 17 11 6 11
Tickers
133 LI,TSLA,TTM,F,WKHS,RACE,HMC,NIO,VLCN,TM,PTRA,STLA,NKLA,RIDE,GM,SOLO,GOEV,AYRO,BLBD,XPEV,FSR,NIU,GP,HYZN,ARVL

1
tests/openbb_terminal/stocks/technical_analysis/txt/test_rsp_view/test_view[].txt vendored Normal file
View File

@@ -0,0 +1 @@
Ticker not found

73
tests/openbb_terminal/stocks/technical_analysis/txt/test_ta_controller/test_print_help[None].txt vendored
View File

@@ -1,36 +1,37 @@
Ticker: Intraday MOCK_INTERVAL MOCK_TICKER
tv open interactive chart on [TradingView]
view view historical data and trendlines [Finviz]
summary technical summary report [FinBrain]
recom recommendation based on technical indicators [TradingView]
Overlap:
ema exponential moving average
sma simple moving average
wma weighted moving average
hma hull moving average
zlma zero lag moving average
vwap volume weighted average price
Momentum:
cci commodity channel index
macd moving average convergence/divergence
rsi relative strength index
stoch stochastic oscillator
fisher fisher transform
cg centre of gravity
clenow clenow volatility adjusted momentum
Trend:
adx average directional movement index
aroon aroon indicator
Volatility:
bbands bollinger bands
donchian donchian channels
kc keltner channels
Volume:
ad accumulation/distribution line
adosc chaikin oscillator
obv on balance volume
Custom:
fib fibonacci retracement
Ticker: Intraday MOCK_INTERVAL MOCK_TICKER
tv open interactive chart on [TradingView]
view view historical data and trendlines [Finviz]
summary technical summary report [FinBrain]
recom recommendation based on technical indicators [TradingView]
Overlap:
ema exponential moving average
sma simple moving average
wma weighted moving average
hma hull moving average
zlma zero lag moving average
vwap volume weighted average price
Momentum:
cci commodity channel index
macd moving average convergence/divergence
rsi relative strength index
rsp relative strength percentile
stoch stochastic oscillator
fisher fisher transform
cg centre of gravity
clenow clenow volatility adjusted momentum
Trend:
adx average directional movement index
aroon aroon indicator
Volatility:
bbands bollinger bands
donchian donchian channels
kc keltner channels
Volume:
ad accumulation/distribution line
adosc chaikin oscillator
obv on balance volume
Custom:
fib fibonacci retracement

73
tests/openbb_terminal/stocks/technical_analysis/txt/test_ta_controller/test_print_help[start0].txt vendored
View File

@@ -1,36 +1,37 @@
Ticker: Intraday MOCK_INTERVAL MOCK_TICKER (from 2021-12-01)
tv open interactive chart on [TradingView]
view view historical data and trendlines [Finviz]
summary technical summary report [FinBrain]
recom recommendation based on technical indicators [TradingView]
Overlap:
ema exponential moving average
sma simple moving average
wma weighted moving average
hma hull moving average
zlma zero lag moving average
vwap volume weighted average price
Momentum:
cci commodity channel index
macd moving average convergence/divergence
rsi relative strength index
stoch stochastic oscillator
fisher fisher transform
cg centre of gravity
clenow clenow volatility adjusted momentum
Trend:
adx average directional movement index
aroon aroon indicator
Volatility:
bbands bollinger bands
donchian donchian channels
kc keltner channels
Volume:
ad accumulation/distribution line
adosc chaikin oscillator
obv on balance volume
Custom:
fib fibonacci retracement
Ticker: Intraday MOCK_INTERVAL MOCK_TICKER (from 2021-12-01)
tv open interactive chart on [TradingView]
view view historical data and trendlines [Finviz]
summary technical summary report [FinBrain]
recom recommendation based on technical indicators [TradingView]
Overlap:
ema exponential moving average
sma simple moving average
wma weighted moving average
hma hull moving average
zlma zero lag moving average
vwap volume weighted average price
Momentum:
cci commodity channel index
macd moving average convergence/divergence
rsi relative strength index
rsp relative strength percentile
stoch stochastic oscillator
fisher fisher transform
cg centre of gravity
clenow clenow volatility adjusted momentum
Trend:
adx average directional movement index
aroon aroon indicator
Volatility:
bbands bollinger bands
donchian donchian channels
kc keltner channels
Volume:
ad accumulation/distribution line
adosc chaikin oscillator
obv on balance volume
Custom:
fib fibonacci retracement

12
website/content/terminal/common/ta/rsp/_index.md vendored Normal file
View File

@@ -0,0 +1,12 @@
usage: rsp [-h] [--export EXPORT]
IBD Style Relative Strength Percentile Ranking of Stocks (i.e. 0-100 Score). Ranks stocks on the basis of relative strength as calculated
by Investor's Business Daily (Yearly performance of stock (most recent quarter is weighted double) divided by yearly performance of
reference index (here, we use SPY) Export table to view the entire ranking Data taken from https://github.com/skyte/relative-strength
optional arguments:
-h, --help show this help message (default: False)
--export EXPORT Export raw data into csv, json, xlsx and figure into png, jpg, pdf, svg (default: )
Example:
![image](https://user-images.githubusercontent.com/85685255/185147757-26b7f2f6-9a51-4ed5-832c-bc7a3ba98a89.png)

2
website/data/menu/main.yml vendored
View File

@@ -500,6 +500,8 @@ main:
ref: "/terminal/common/ta/macd"
- name: rsi
ref: "/terminal/common/ta/rsi"
- name: rsp
ref: "/terminal/common/ta/rsp"
- name: stoch
ref: "/terminal/common/ta/stoch"
- name: fisher