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13F-HR filed by RENAISSANCE GROUP LLC

RENAISSANCE GROUP LLC filed this 13F-HR for the quarter ended 2023-12-31, filed 2024-02-09, with 269 holding rows worth $2,413,910,867.

Accession
0000944234-24-000004
Filed
2024-02-09
Accepted by EDGAR
acceptance time not in the bulk data set
Ingested
Source
SEC quarterly data set

Original filing

13F report for Q4 2023

A combination report, 269 entries on the cover page, a total value of $2,413,910,867 stated on the cover page (in dollars after the unit check, H1), rows summing to $2,413,910,867 with VALUE read as dollars as filed, 13F file number 028-04884. The quarter's positions are built on this report. The resolved quarter.

Other managers

The information table after summing rows of one CUSIP and put or call (H4), with the CUSIP and issuer name as filed. Values in dollars after the unit check (method).

Issuer as filedCUSIPClassAmountValueValue read asType
Apple Inc037833100COM217,370$41,863,962dollars as filed
Microsoft Corp594918104COM110,498$41,570,780dollars as filed
PTC INC COM69370C100Stock221,329$38,711,496dollars as filed
Broadcom Inc.11135F101COM34,288$38,271,091dollars as filed
Salesforce.com, Inc79466L302COM144,158$37,939,249dollars as filed
ServiceNow,Inc.81762P102COM53,219$37,603,862dollars as filed
Alphabet Inc. Reg. Shares A02079K305COM264,865$37,003,036dollars as filed
Amazon.com, Inc023135106COM241,151$36,657,644dollars as filed
AMPHENOL CORP NEW032095101COM367,948$36,474,963dollars as filed
Vertex Pharmaceuticals Incorporated92532F100COM88,932$36,190,668dollars as filed
Applied Materials,Inc.038222105COM222,428$36,047,496dollars as filed
META PLATFORMS INC CL A30303M102COM101,678$35,996,698dollars as filed
CDW CORP COM12514G108Stock157,267$35,753,855dollars as filed
CINTAS CORP COM172908105Stock59,240$35,700,114dollars as filed
FERGUSON PLC NEWG3421J106SHS184,733$35,672,560dollars as filed
CENCORA INC COM03073E105Stock173,259$35,561,341dollars as filed
WW GRAINGER INC COM384802104Stock42,512$35,236,317dollars as filed
LAM RESEARCH CORP512807108COM44,873$35,141,928dollars as filed
ARCH CAP GROUP LTD ORDG0450A105Stock471,396$35,022,015dollars as filed
FISERV INC337738108COM260,662$34,654,022dollars as filed
CADENCE DESIGN SYSTEM INC COM127387108Stock126,077$34,339,283dollars as filed
Netflix, Inc64110L106COM70,212$34,233,457dollars as filed
ROPER TECHNOLOGIES INC COM776696106Stock62,051$33,817,770dollars as filed
MOTOROLA SOLUTIONS INC COM NEW620076307Stock107,958$33,795,983dollars as filed
LINCOLN ELEC HLDGS INC533900106COM155,106$33,749,251dollars as filed
MARRIOTT INTL INC NEW CL A571903202Stock149,207$33,635,096dollars as filed
KLA CORP482480100COM57,547$33,446,525dollars as filed
GARTNERINC366651107STOK72,599$32,766,833dollars as filed
ILLINOIS TOOL WKS INC452308109COM124,870$32,707,514dollars as filed
Visa Inc92826C839COM125,064$32,563,687dollars as filed
Union Pacific Corporation907818108COM132,239$32,476,839dollars as filed
MasterCard, Inc57636Q104COM76,141$32,473,881dollars as filed
ANSYS INC COM03662Q105COM87,266$31,675,016dollars as filed
OREILLY AUTOMOTIVE INC COM67103H107Stock33,080$31,420,493dollars as filed
CHEMED CORP NEW16359R103COM52,907$30,946,042dollars as filed
Adobe Inc00724F101COM51,864$30,944,721dollars as filed
UnitedHealth Group Inc91324P102COM58,565$30,829,495dollars as filed
Lowes Companies,Inc.548661107COM137,373$30,571,999dollars as filed
HCA Healthcare Inc40412C101COM112,317$30,399,834dollars as filed
KEYSIGHT TECHNOLOGIES INC COM49338L103Stock189,702$30,177,684dollars as filed
MCKESSON CORP COM58155Q103Stock65,092$30,128,297dollars as filed
Procter & Gamble Co742718109COM199,997$29,305,590dollars as filed
Lockheed Martin Corporation539830109COM64,177$29,082,784dollars as filed
Cigna Corporation125523100COM97,006$29,049,296dollars as filed
EVEREST GROUP LTD COMG3223R108Stock81,774$28,916,276dollars as filed
EOG RES INC COM26875P101Stock238,904$28,892,328dollars as filed
Danaher Corporation235851102COM124,761$28,867,579dollars as filed
WEX INC96208T104COM147,023$28,604,667dollars as filed
Thermo Fisher Scientific Inc.883556102COM53,381$28,332,190dollars as filed
Abbott Laboratories002824100COM247,799$27,278,325dollars as filed
FORTINET INC COM34959E109Stock454,852$26,618,222dollars as filed
Johnson & Johnson478160104COM167,805$26,298,068dollars as filed
BJS WHSL CLUB HLDGS INC COM05550J101Stock377,937$25,222,239dollars as filed
PAYPALHLDGSINC70450Y103STOK376,602$23,121,346dollars as filed
HUMANA INC COM444859102Stock47,406$21,681,474dollars as filed
CONSTELLIUM SEF21107101CL A SHS511,531$10,215,008dollars as filed
INTERNATIONAL GAME TECHNOLOGG4863A108SHS USD351,224$9,629,344dollars as filed
ROLLS-ROYCE HOLDINGS P FSPONSORED ADR 1 ADR REPS 1 ORD SHS775781206AMERICAN DEPOSITORY2,396,294$9,145,687dollars as filed
CRH PLC ORDG25508105Stock131,651$9,102,135dollars as filed
Shin Etsu Chem Co Ltd824551105ADR423,805$8,877,983dollars as filed
TECNOGLASS INCG87264100ORD SHS192,062$8,781,623dollars as filed
TOKYO ELECTRON LTD ADR889110102COM96,489$8,620,197dollars as filed
ITAU UNIBANCO HLDG S A SPON ADR REP PFD465562106ADR1,201,487$8,344,690dollars as filed
AIRBUS SE UNSPONSORED ADR009279100COM212,470$8,213,590dollars as filed
PUBLICIS S A NEW SPONSORED ADR74463M106ADUS352,972$8,201,547dollars as filed
KULICKE & SOFFA INDS INC501242101COM148,250$8,110,938dollars as filed
Perion Network LtdM78673114COM258,735$7,985,995dollars as filed
STELLANTIS N.V SHSN82405106Stock341,417$7,961,317dollars as filed
INFINEON TECHNOLOGIES-ADR45662N103COMMON STOCKS190,331$7,945,377dollars as filed
AB Volvo ADR928854108COM302,600$7,855,785dollars as filed
GOLAR LNG LTDG9456A100SHS341,497$7,852,321dollars as filed
NOMAD FOODS LTD USD ORD SHSG6564A105Stock450,578$7,639,393dollars as filed
HOLCIM LTD43475E105COM486,918$7,631,557dollars as filed
Grupo Financiero Banorte SAB de CV40052P107ADR150,754$7,601,352dollars as filed
ALLIANZ SE018820100Common stock283,819$7,582,103dollars as filed
VINCI SA ADR927320101ADR239,896$7,543,067dollars as filed
WHITBREAD PLC SPON ADR96342K100COM647,565$7,536,153dollars as filed
Lenovo Group Ltd526250105Equity269,420$7,530,784dollars as filed
HITACHI LTD433578507COM51,044$7,365,826dollars as filed
FOMENTO ECONOMICO MEXICANO S A SPON ADR UNITS344419106ADR56,257$7,332,585dollars as filed
TAIWAN SEMICONDUCTOR MFG874039100SPONSORED ADS70,382$7,321,369dollars as filed
SCHNEIDER ELEC SA ADR80687P106COM181,863$7,309,357dollars as filed
NXP SEMICONDUCTORS N V COMN6596X109Stock31,796$7,298,685dollars as filed
BRP INC COM SUN VTG05577W200Stock101,629$7,286,452dollars as filed
ICICI BANK LIMITED ADR45104G104ADR303,049$7,225,155dollars as filed
BANK RAKYAT INDONESIA UNSPN ADR69366X100COM386,595$7,163,705dollars as filed
CGI INC CL A SUB VTG12532H104Stock66,515$7,131,472dollars as filed
NINTENDO LTD FSPONSORED ADR 1 ADR REP 0.25 ORD SHS654445303Equity537,546$6,982,717dollars as filed
ICON PUB LTD CO SHSG4705A100Stock24,521$6,937,967dollars as filed
SHELL PLC SPON ADS780259305ADR104,860$6,899,148dollars as filed
SENDAS DISTRIBUIDORA S A81689T104SPON ADS497,164$6,881,410dollars as filed
Deutsche Post AG25157Y202Equity136,338$6,748,332dollars as filed
RENESAS EL75972B101USD744,625$6,740,691dollars as filed
Capgemini13961R100USD160,844$6,714,819dollars as filed
HSBC HLDGS PLC SPON ADR NEW404280406ADR160,334$6,499,419dollars as filed
SANOFI SA SPONSORED ADR80105N105ADR128,654$6,396,790dollars as filed
VERMILION ENERGY INC COM923725105Stock517,622$6,244,582dollars as filed
GRUPO AEROPORTUARIO DEL SURE40051E202SPON ADR SER B20,921$6,151,770dollars as filed
SONY GROUP CORP SPONSORED ADR835699307ADR64,574$6,111,748dollars as filed
GLENCORE PLC37827X100UNSP ADR503,444$6,023,230dollars as filed
UNITED OVERSEAS BK LTD SPONSOR911271302ADUS138,318$5,972,649dollars as filed
CARREFOUR SA144430204USD1,582,853$5,814,114dollars as filed
AXIS CAP HLDGS LTD SHSG0692U109Stock101,470$5,611,080dollars as filed
TENCENT HLDGS LTD FUNSPONSORED ADR 1 ADR REPS 1 ORD SHS88032Q109Equity138,111$5,201,743dollars as filed
ROCHE HLDG LTD SPONS ADR (ISIN #US7711951043 SEDOL #B014J8)771195104ADR132,585$4,802,232dollars as filed
JAZZ PHARMACEUTICALS PLC SHS USDG50871105Stock38,693$4,759,159dollars as filed
BYD CO LTD FUNSPONSORED ADR 1 ADR REPS 1 ORD SHS05606L100Equity82,288$4,530,110dollars as filed
ALIBABA GROUP HLDG LTD01609W102SPONSORED ADS53,789$4,166,287dollars as filed
NESTE OIL OYJ ADR64104Y106COM227,693$4,048,662dollars as filed
COCA-COLA FEMSA SAB DE CV SPONS ADS REP191241108ADR36,731$3,476,248dollars as filed
ARCOS DORADOS HLDGS INCG0457F107SHS CLASS -A -270,177$3,428,546dollars as filed
Afya Ltd-Class AG01125106COM149,137$3,270,633dollars as filed
EBARA CORP-UNSPONSORED ADR278614201COM106,194$3,144,067dollars as filed
ORION S.A.L72967109COM113,004$3,133,637dollars as filed
CELESTICA INC15101Q108COMMON STOCK-FO105,059$3,076,204dollars as filed
DECKERS OUTDOOR CORP243537107COM4,554$3,045,998dollars as filed
PLAYA HOTELS & RESORTS NVN70544106SHS348,186$3,011,809dollars as filed
AMPHASTAR PHARMACEUTICALS IN03209R103COM48,419$3,005,090dollars as filed
UFP INDUSTRIES INC90278Q108COM23,926$3,002,421dollars as filed
TOPBUILD COR COM89055F103Stock7,954$2,983,403dollars as filed
NIHON KOHDEN CORP65412C108COM185,131$2,929,771dollars as filed
QUALYS INC COM74758T303Stock14,828$2,909,357dollars as filed
CHIPMOS TECHNOLOGIES INC SPONSORD ADS NEW16965P202ADR105,227$2,863,294dollars as filed
MERITAGE HOMES CORP COM59001A102Stock16,416$2,862,560dollars as filed
CAMTEK LTD ORDM20791105Stock41,014$2,845,655dollars as filed
MONOLITHIC PWR SYS INC COM609839105Stock4,464$2,814,336dollars as filed
WIENERBERGER AG-SPON ADR967662107COM417,697$2,788,405dollars as filed
MEDPACE HLDGS INC COM58506Q109Stock8,986$2,756,324dollars as filed
ELFBEAUTYINC26856L103STOK18,887$2,731,694dollars as filed
STERLING INFRASTRUCTURE INC COM859241101Stock30,483$2,677,583dollars as filed
KURITA WATER INDUSTRIES LTD501283105COM34,076$2,668,419dollars as filed
COMFORT SYS USA INC COM199908104Stock12,823$2,643,312dollars as filed
SPROUTS FMRS MKT INC COM85208M102Stock54,664$2,631,288dollars as filed
GRUPO AEROPORTUARIO DEL CENT400501102SPON ADR30,843$2,610,294dollars as filed
EMCOR GROUP INC COM29084Q100Stock12,065$2,606,204dollars as filed
ESSENT GROUP LTD COMG3198U102Stock48,683$2,567,603dollars as filed
NORTH AMERN CONSTR GROUP LTD656811106COM121,384$2,530,909dollars as filed
MILLICOM INTL CELLULAR S AL6388F110COM STK139,565$2,512,141dollars as filed
TOWER SEMICONDUCTOR LTD SHS NEWM87915274Stock82,079$2,504,996dollars as filed
SILICON MOTION TECHNOLOGY CORP SPONSORED ADR82706C108ADR40,545$2,484,209dollars as filed
TECHNOPRO HOLDINGS SPON ADR87875T204COM470,448$2,479,112dollars as filed
MITIE GROUP PLC60671Y107COM488,983$2,476,356dollars as filed
PRIMO WATER CORPORATION74167P108COM164,314$2,472,909dollars as filed
VENTURE CORP LTD92326A101COM47,458$2,448,164dollars as filed
SPS COMM INC COM78463M107Stock12,634$2,447,866dollars as filed
KINSALECAPGROUPINC49714P108STOK7,302$2,443,943dollars as filed
METHANEX CORP COM59151K108Stock51,547$2,441,250dollars as filed
SOCIETE BIC SA088736103USD68,813$2,388,981dollars as filed
NEXANS UNSPONSORD ADR65338U109ADR53,723$2,351,468dollars as filed
POWERSCHOOL HOLDINGS INC73939C106COMMON STOCK99,059$2,333,104dollars as filed
APPLIED INDL TECHNOLOGIES INC COM03820C105Stock13,469$2,329,427dollars as filed
BLACKLINE, INC.09239B109COM36,101$2,316,163dollars as filed
PT XL AXIATA TBK ADR F UNSPONS69369r100ADR886,379$2,303,708dollars as filed
SAPIENS INTL CORP N V SHSG7T16G103Stock79,397$2,297,699dollars as filed
TAIYO YUDEN CO LTD874047202COM21,650$2,292,102dollars as filed
CARETRUST REIT INC COM14174T107REIT102,049$2,286,563dollars as filed
TEXAS ROADHOUSE INC COM882681109Stock18,718$2,286,257dollars as filed
SUMCO CORP-UNSPON ADR86558P109COM75,597$2,267,662dollars as filed
CONTROLADORA VUELA COMP DE A21240E105SPON ADR RP 10238,810$2,240,008dollars as filed
FTI CONSULTING INC302941109COM11,221$2,237,372dollars as filed
LIFE HEALTHCARE GRP531850105Common Stock555,483$2,231,576dollars as filed
DYNO NOBEL LIMITED45326Y206COMMON STK1,143,107$2,215,303dollars as filed
FUJI ELECTRIC HLDS UNSP ADR35955T107COM203,635$2,191,169dollars as filed
AXONENTERPRISEINC05464C101STOK8,473$2,190,815dollars as filed
INSTRUCTURE HLDGS INC457790103COM79,343$2,146,560dollars as filed
TENABLE HLDGS INC88025T102COM45,339$2,117,986dollars as filed
ENERPLUS CORP292766102COM136,728$2,097,368dollars as filed
WNS HOLDINGS LTD92932M101SPON ADR33,093$2,091,393dollars as filed
ERO COPPER CORP COM296006109Stock126,509$1,997,577dollars as filed
NMI HLDGS INC629209305COM67,195$1,993,852dollars as filed
PAGERDUTY INC COM69553P100Stock84,582$1,987,924dollars as filed
SIMPLY GOOD FOODS CO COM82900L102Stock48,881$1,934,969dollars as filed
THK CO LTD-UNSPON ADR872434105COM195,702$1,918,456dollars as filed
MERIT MED SYS INC COM589889104Stock24,550$1,863,347dollars as filed
HEALTHEQUITY INC COM42226A107Stock27,832$1,847,997dollars as filed
SHOCKWAVE MED INC82489T104COM9,667$1,842,072dollars as filed
PAYLOCITY HLDG CORP COM70438V106Stock11,080$1,826,993dollars as filed
EXLSERVICE HLDGS INC COM302081104Stock58,728$1,813,932dollars as filed
BOX INC CL A10316T104Stock70,731$1,812,210dollars as filed
MATADOR RES CO COM576485205Stock31,627$1,799,949dollars as filed
ALARM COM HLDGS INC COM011642105Stock27,742$1,797,579dollars as filed
ALPS ALPINE CO LTD021090204COM101,778$1,773,292dollars as filed
ADDUS HOMECARE CORP006739106COM17,821$1,658,218dollars as filed
Alphabet Inc. Reg. Shares C02079K107COM11,519$1,624,179dollars as filed
YUE YUEN INDUSTRIAL988415105Common Stock292,927$1,621,208dollars as filed
AMN HEALTHCARE SVCS INC001744101COM21,514$1,613,474dollars as filed
NV5 HOLDINGS, INC62945V109COM14,198$1,577,366dollars as filed
Indivior PLCG4766E116Common Stock103,023$1,573,028dollars as filed
LIVENT CORP53814L108COM86,676$1,556,424dollars as filed
SPRINKLR INC85208T107CL A126,852$1,528,739dollars as filed
LATTICE SEMICONDUCTOR CORP COM518415104Stock21,630$1,494,661dollars as filed
EPAM SYS INC COM29414B104Stock4,985$1,484,190dollars as filed
SHOALS TECHNOLOGIES GROUP INC CL A82489W107Stock90,215$1,401,990dollars as filed
PATTERSON-UTI ENERGY INC703481101COM126,049$1,362,306dollars as filed
MODEL N INC607525102COM49,756$1,343,049dollars as filed
XPEL INC98379L100COM24,610$1,328,287dollars as filed
CBRE GROUP INC CL A12504L109Stock14,224$1,326,272dollars as filed
LANTHEUS HLDGS INC516544103COM20,804$1,293,785dollars as filed
PAYCOMSOFTWAREINC70432V102STOK5,172$1,065,334dollars as filed
INMODE LTD SHSM5425M103Stock47,320$1,054,584dollars as filed
JPMorgan Chase & Co46625H100COM5,414$922,004dollars as filed
AUTOZONE INC COM053332102Stock346$892,763dollars as filed
FOX FACTORY HLDG CORP35138V102COM12,943$875,503dollars as filed
Berkshire Hathaway Inc084670702COM2,294$820,266dollars as filed
Waste Management, Inc.94106L109COM4,469$800,429dollars as filed
Walmart Inc.931142103COM4,895$772,603dollars as filed
Comcast Corp20030N101COM17,316$759,047dollars as filed
Cisco Systems,Inc.17275R102COM14,613$737,884dollars as filed
CAPITAL ONE FINL CORP14040H105COM5,519$723,982dollars as filed
ROSS STORES INC COM778296103Stock5,143$711,216dollars as filed
ELECTRONIC ARTS INC COM285512109Stock5,133$701,597dollars as filed
EXXON MOBIL CORP30231G102COM6,909$692,213dollars as filed
GENPACT LIMITED SHSG3922B107Stock18,282$635,486dollars as filed
Home Depot, Inc437076102COM1,801$622,881dollars as filed
Oracle Corporation68389X105COM5,448$573,390dollars as filed
LABORATORY CORP OF AMERICA50540R409COM NEW2,517$571,183dollars as filed
SYSCOCORP871829107COM7,722$564,169dollars as filed
DONALDSON INC COM257651109Stock8,489$555,520dollars as filed
CROWN HLDGS INC COM228368106Stock5,712$527,160dollars as filed
AbbVie,Inc.00287Y109COM3,388$525,377dollars as filed
CASEYS GEN STORES INC147528103COM1,840$505,871dollars as filed
Vanguard FTSE All-World ex-US Small-Cap ETF922042718SHS4,056$466,562dollars as filed
DOMINION ENERGY INC COM25746U109Stock9,825$461,530dollars as filed
NRG ENERGY INC COM NEW629377508Stock6,831$352,958dollars as filed
SYNOPSYS INC COM871607107Stock675$347,469dollars as filed
SIMON PPTY GROUP INC NEW COM828806109REIT2,404$342,558dollars as filed
AMERIPRISE FINL INC COM03076C106Stock889$338,425dollars as filed
PARKER-HANNIFIN CORP COM701094104Stock728$335,200dollars as filed
Linde plcG54950103COM794$326,209dollars as filed
MASCO CORP574599106COM4,791$321,165dollars as filed
MICROCHIP TECHNOLOGY INC. COM595017104Stock3,466$312,217dollars as filed
International Business Machines Corporation459200101COM1,889$308,889dollars as filed
ALLSTATE CORP COM020002101Stock2,124$297,615dollars as filed
Chubb LimitedH1467J104COM1,296$293,272dollars as filed
MARATHON PETE CORP COM56585A102Stock1,961$291,012dollars as filed
GENERAL DYNAMICS CORP COM369550108Stock1,118$290,060dollars as filed
AFLAC INC COM001055102Stock3,496$288,490dollars as filed
T-Mobile US,Inc.872590104COM1,793$287,812dollars as filed
TRAVELERS COMPANIES INC COM89417E109Stock1,508$287,018dollars as filed
RYMAN HOSPITALITY PPTYS INC COM78377T107REIT2,579$285,392dollars as filed
Amgen Inc.031162100COM990$284,932dollars as filed
DISCOVER FINL SVCS254709108COM2,501$280,687dollars as filed
CENTERPOINT ENERGY INC15189T107COM9,685$276,313dollars as filed
EASTGROUP PPTYS INC277276101COM1,478$271,449dollars as filed
LYONDELLBASELL INDUSTRIES NV SHS - A -N53745100Stock2,849$270,712dollars as filed
PRINCIPAL FINANCIAL GROUP INC COM74251V102Stock3,437$269,736dollars as filed
Prologis,Inc.74340W103COM2,008$267,446dollars as filed
DIAMONDBACK ENERGY INC COM25278X109Stock1,717$266,066dollars as filed
Texas Instruments Incorporated882508104COM1,560$265,922dollars as filed
EQUINIX INC COM29444U700REIT324$263,765dollars as filed
TANGER INC875465106COM9,121$256,300dollars as filed
MARATHON OIL CORP565849106COM10,444$252,014dollars as filed
PARK HOTELS & RESORTS INC COM700517105REIT16,501$251,805dollars as filed
CUBESMART COM229663109REIT5,202$246,731dollars as filed
Elevance Health, Inc.036752103COM519$244,528dollars as filed
ESSENTIAL PPTYS RLTY TR INC COM29670E107REIT9,458$242,030dollars as filed
WEYERHAEUSER CO COM NEW962166104REIT6,819$237,199dollars as filed
CVS Health Corporation126650100COM2,999$236,651dollars as filed
POTLATCHDELTIC CORPORATION737630103COM4,769$236,256dollars as filed
ESSEX PPTY TR INC COM297178105REIT921$228,555dollars as filed
PUBLIC STORAGE COM74460D109REIT737$226,849dollars as filed
AMERICAN HOMES 4 RENT02665T306CL A6,260$225,078dollars as filed
ZOETIS INC CL A98978V103Stock1,134$223,818dollars as filed
NATIONAL HEALTH INVS INC COM63633D104REIT3,962$221,159dollars as filed
AES CORP COM00130H105Stock11,449$220,565dollars as filed
VICI PPTYS INC COM925652109REIT6,722$214,499dollars as filed
EXTRA SPACE STORAGE INC COM30225T102REIT1,316$211,422dollars as filed
GAMING & LEISURE P COM36467J108REIT4,206$207,924dollars as filed
FOUR CORNERS PPTY TR INC35086T109COM8,122$205,730dollars as filed

Amendment chain

FilingRoleFiledAcceptedIngested
13F-HR 0000944234-24-000004this filing2024-02-09acceptance time not in the bulk data set