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13F-HR filed by GW&K Investment Management, LLC

GW&K Investment Management, LLC filed this 13F-HR for the quarter ended 2023-09-30, filed 2023-11-09, with 926 holding rows worth $9,953,343,000.

Accession
0001082917-23-000006
Filed
2023-11-09
Accepted by EDGAR
acceptance time not in the bulk data set
Ingested
Source
SEC quarterly data set

Original filing

13F report for Q3 2023

A holdings report, 1,102 entries on the cover page, a total value of $9,953,343,000 stated on the cover page (in dollars after the unit check, H1), rows summing to $9,953,343,000 with VALUE read as thousands, detected and multiplied, 13F file number 028-04145. The quarter's positions are built on this report. The resolved quarter.

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
RBC BEARINGS INC COM75524B104Stock596,699$139,705,000thousands, detected and multiplied
Microsoft Corp594918104COM429,139$135,501,000thousands, detected and multiplied
TEXAS ROADHOUSE INC COM882681109Stock1,313,082$126,187,000thousands, detected and multiplied
MATADOR RES CO COM576485205Stock2,063,454$122,734,000thousands, detected and multiplied
LITHIA MTRS INC COM536797103Stock401,134$118,467,000thousands, detected and multiplied
MACOM TECH SOLUTIONS HLDGS INC COM55405Y100Stock1,344,902$109,717,000thousands, detected and multiplied
BOOZ ALLEN HAMILTON HLDG CORP CL A099502106Stock983,223$107,437,000thousands, detected and multiplied
MANHATTAN ASSOCIATES INC COM562750109Stock531,387$105,034,000thousands, detected and multiplied
GRAND CANYON ED INC COM38526M106Stock854,405$99,863,000thousands, detected and multiplied
HALOZYME THERAPEUTICS INC COM40637H109Stock2,344,305$89,552,000thousands, detected and multiplied
INTRA-CELLULAR THERAPIES INC46116X101COMMON STOCK1,692,080$88,140,000thousands, detected and multiplied
MAGNOLIA OIL & GAS CORP559663109CL A3,838,471$87,940,000thousands, detected and multiplied
ATKORE INC047649108COMMON STOCK587,691$87,678,000thousands, detected and multiplied
ITT INC COM45073V108Stock882,470$86,403,000thousands, detected and multiplied
STIFEL FINL CORP860630102COM1,399,044$85,957,000thousands, detected and multiplied
KINSALECAPGROUPINC49714P108STOK206,839$85,658,000thousands, detected and multiplied
ENTEGRIS INC COM29362U104Stock903,411$84,839,000thousands, detected and multiplied
BJS WHSL CLUB HLDGS INC COM05550J101Stock1,174,975$83,858,000thousands, detected and multiplied
GLOBUS MED INC CL A379577208Stock1,663,270$82,582,000thousands, detected and multiplied
CYBERARK SOFTWARE LTD SHSM2682V108Stock494,025$80,906,000thousands, detected and multiplied
AZENTA INC114340102COM1,610,400$80,826,000thousands, detected and multiplied
SILICON LABORATORIES INC COM826919102Stock675,800$78,318,000thousands, detected and multiplied
GLOBANT S AL44385109COM380,464$75,275,000thousands, detected and multiplied
IDACORP INC451107106COM802,418$75,146,000thousands, detected and multiplied
CHAMPIONX CORPORATION15872M104COM2,107,667$75,075,000thousands, detected and multiplied
EAGLE MATLS INC COM26969P108Stock428,709$71,389,000thousands, detected and multiplied
FLYWIRE CORPORATION302492103COM VTG2,218,040$70,733,000thousands, detected and multiplied
VOYA FINANCIAL INC COM929089100Stock1,058,329$70,326,000thousands, detected and multiplied
COMFORT SYS USA INC COM199908104Stock404,189$68,878,000thousands, detected and multiplied
FIVE BELOW INC COM33829M101Stock426,321$68,595,000thousands, detected and multiplied
NORDSON CORP655663102COM306,547$68,413,000thousands, detected and multiplied
HOULIHAN LOKEY INC CL A441593100Stock634,924$68,013,000thousands, detected and multiplied
PAYLOCITY HLDG CORP COM70438V106Stock373,482$67,862,000thousands, detected and multiplied
SPX TECHNOLOGIES INC78473E103COM822,954$66,988,000thousands, detected and multiplied
PERFORMANCE FOOD GROUP CO COM71377A103Stock1,115,985$65,687,000thousands, detected and multiplied
IDEX CORP COM45167R104Stock307,042$63,871,000thousands, detected and multiplied
AGREE RLTY CORP COM008492100REIT1,150,471$63,552,000thousands, detected and multiplied
UnitedHealth Group Inc91324P102COM125,440$63,246,000thousands, detected and multiplied
APPFOLIO INC03783C100COM CL A344,152$62,852,000thousands, detected and multiplied
PINNACLE FINANCIAL PARTNERS IN72346Q104COM934,210$62,629,000thousands, detected and multiplied
NEUROCRINE BIOSCIENCES INC64125C109COM554,791$62,414,000thousands, detected and multiplied
HEALTHEQUITY INC COM42226A107Stock854,198$62,399,000thousands, detected and multiplied
LINCOLN ELEC HLDGS INC533900106COM342,601$62,282,000thousands, detected and multiplied
PIPER SANDLER COMPANIES724078100COM413,434$60,076,000thousands, detected and multiplied
Broadcom Inc.11135F101COM72,215$59,980,000thousands, detected and multiplied
AVIENT CORPORATION05368V106COM1,691,274$59,736,000thousands, detected and multiplied
NOVANTA INC67000B104COM410,917$58,942,000thousands, detected and multiplied
CHART INDS INC16115Q308COM348,008$58,855,000thousands, detected and multiplied
UFP INDUSTRIES INC90278Q108COM569,018$58,267,000thousands, detected and multiplied
GIBRALTAR INDS INC374689107COM860,632$58,101,000thousands, detected and multiplied
CAVCO INDS INC DEL149568107COM218,374$58,013,000thousands, detected and multiplied
ACADIA HEALTHCARE COMPANY INC COM00404A109Stock813,718$57,212,000thousands, detected and multiplied
STAG INDUSTRIAL INC85254J102COM1,656,500$57,166,000thousands, detected and multiplied
ALAMO GROUP INC011311107COM329,543$56,965,000thousands, detected and multiplied
RPM INTL INC COM749685103Stock599,007$56,792,000thousands, detected and multiplied
CANADIAN NAT RES LTD MED TERM COM136385101Stock875,924$56,646,000thousands, detected and multiplied
MEDPACE HLDGS INC COM58506Q109Stock232,807$56,369,000thousands, detected and multiplied
HEXCEL CORP NEW428291108COM862,444$56,180,000thousands, detected and multiplied
COGNEX CORP192422103COM1,316,045$55,853,000thousands, detected and multiplied
VAIL RESORTS INC COM91879Q109Stock242,797$53,874,000thousands, detected and multiplied
WATSCO INC COM942622200Stock142,606$53,865,000thousands, detected and multiplied
RAPID7 INC COM753422104Stock1,175,092$53,795,000thousands, detected and multiplied
CBIZ INC124805102COM1,026,695$53,286,000thousands, detected and multiplied
DESCARTES SYS GROUP INC COM249906108Stock725,716$53,253,000thousands, detected and multiplied
PRIMORIS SVCS CORP COM74164F103Stock1,615,260$52,867,000thousands, detected and multiplied
EASTGROUP PPTYS INC277276101COM315,886$52,604,000thousands, detected and multiplied
ELEMENT SOLUTIONS INC COM28618M106Stock2,677,085$52,498,000thousands, detected and multiplied
S&P Global,Inc.78409V104COM142,430$52,045,000thousands, detected and multiplied
BIO RAD LABS INC090572207CL A144,714$51,873,000thousands, detected and multiplied
AbbVie,Inc.00287Y109COM345,740$51,536,000thousands, detected and multiplied
INTEGER HLDGS CORP45826H109COM647,453$50,780,000thousands, detected and multiplied
EXPONENT INC30214U102COM589,175$50,434,000thousands, detected and multiplied
SUN CMNTYS INC COM866674104REIT426,067$50,421,000thousands, detected and multiplied
JAZZ PHARMACEUTICALS PLC SHS USDG50871105Stock386,845$50,073,000thousands, detected and multiplied
FEDERAL SIGNAL CORP313855108COM807,354$48,224,000thousands, detected and multiplied
ICF INTL INC44925C103COM396,707$47,926,000thousands, detected and multiplied
TEREX CORP NEW COM880779103Stock816,806$47,064,000thousands, detected and multiplied
TORO CO891092108COM565,596$47,001,000thousands, detected and multiplied
PAYCOR HCM INC70435P102COM2,023,464$46,195,000thousands, detected and multiplied
MARZETTI COMPANY513847103COM278,711$45,996,000thousands, detected and multiplied
VERICEL CORP92346J108COM1,369,434$45,903,000thousands, detected and multiplied
CENTRAL GARDEN & PET CO153527205CL A NON-VTG1,124,588$45,085,000thousands, detected and multiplied
RYMAN HOSPITALITY PPTYS INC COM78377T107REIT534,642$44,525,000thousands, detected and multiplied
BROADRIDGE FINL SOLUTIONS INC COM11133T103Stock245,005$43,868,000thousands, detected and multiplied
ZEBRA TECHNOLOGIES CORPORATION CL A989207105Stock185,244$43,816,000thousands, detected and multiplied
BRIGHT HORIZONS FAM SOL IN DEL COM109194100Stock537,238$43,763,000thousands, detected and multiplied
MOLINA HEALTHCARE INC60855R100COM132,856$43,562,000thousands, detected and multiplied
PAYCHEX INC704326107COM377,117$43,493,000thousands, detected and multiplied
POLARIS INC COM731068102Stock413,949$43,108,000thousands, detected and multiplied
HOLOGIC INC436440101COM620,336$43,052,000thousands, detected and multiplied
Philip Morris International Inc.718172109COM462,933$42,858,000thousands, detected and multiplied
GLACIER BANCORP INC NEW37637Q105COM1,481,120$42,212,000thousands, detected and multiplied
QUAKER HOUGHTON747316107COM261,544$41,847,000thousands, detected and multiplied
SILGAN HLDGS INC827048109COM966,174$41,652,000thousands, detected and multiplied
FOX FACTORY HLDG CORP35138V102COM415,158$41,133,000thousands, detected and multiplied
WINTRUST FINL CORP COM97650W108Stock535,366$40,420,000thousands, detected and multiplied
BALCHEM CORP057665200COM324,914$40,302,000thousands, detected and multiplied
CCC INTELLIGENT SOLUTIONS HLD COM12510Q100Stock3,001,754$40,074,000thousands, detected and multiplied
DORMAN PRODS INC258278100COM527,498$39,963,000thousands, detected and multiplied
OXFORD INDS INC691497309COM413,601$39,760,000thousands, detected and multiplied
RESTAURANT BRANDS INTL INC COM76131D103Stock590,448$39,336,000thousands, detected and multiplied
BURLINGTON STORES INC COM122017106Stock287,097$38,844,000thousands, detected and multiplied
SUPERNUS PHARMACEUTICALS868459108COM1,406,158$38,768,000thousands, detected and multiplied
OVINTIV INC69047Q102COM814,726$38,756,000thousands, detected and multiplied
ATRICURE INC04963C209COM866,527$37,954,000thousands, detected and multiplied
AMERIS BANCORP03076K108COM988,419$37,946,000thousands, detected and multiplied
ATLANTIC UN BANKSHARES CORP COM04911A107Stock1,318,384$37,944,000thousands, detected and multiplied
Alphabet Inc. Reg. Shares A02079K305COM288,963$37,814,000thousands, detected and multiplied
BROOKFIELD INFRASTRUCT FCLASS A11275Q107FOREIGN CANADIAN1,069,024$37,779,000thousands, detected and multiplied
Linde plcG54950103COM100,967$37,595,000thousands, detected and multiplied
BOOT BARN HLDGS INC099406100COM462,312$37,535,000thousands, detected and multiplied
SCHNEIDER NATIONAL INC80689H102CL B1,348,235$37,333,000thousands, detected and multiplied
CHAMPION HOMES INC830830105COM580,152$36,967,000thousands, detected and multiplied
COHEN & STEERS INC COM19247A100Stock589,641$36,965,000thousands, detected and multiplied
COLUMBUS MCKINNON CORP NY199333105COMMON STOCK1,035,303$36,142,000thousands, detected and multiplied
SYSCOCORP871829107COM539,153$35,611,000thousands, detected and multiplied
Cisco Systems,Inc.17275R102COM655,288$35,228,000thousands, detected and multiplied
APTARGROUP INC COM038336103Stock281,693$35,223,000thousands, detected and multiplied
NORTHWESTERN ENERGY GROUP INC COM NEW668074305Stock730,391$35,103,000thousands, detected and multiplied
INSMED INC COM PAR $.01457669307Stock1,352,269$34,145,000thousands, detected and multiplied
U S PHYSICAL THERAPY90337L108COM371,981$34,122,000thousands, detected and multiplied
MINERALS TECHNOLOGIES INC COM603158106Stock618,254$33,855,000thousands, detected and multiplied
Home Depot, Inc437076102COM111,740$33,763,000thousands, detected and multiplied
Amazon.com, Inc023135106COM259,279$32,960,000thousands, detected and multiplied
STERIS PLC SHS USDG8473T100Stock145,691$31,968,000thousands, detected and multiplied
American Tower Corporation03027X100COM193,038$31,745,000thousands, detected and multiplied
VIAVI SOLUTIONS INC925550105COM3,434,321$31,389,000thousands, detected and multiplied
BLACKROCK INC CL A COM09247X101COM48,501$31,355,000thousands, detected and multiplied
HORACE MANN EDUCATORS CORP NEW COM440327104Stock1,061,533$31,188,000thousands, detected and multiplied
PORTLAND GEN ELEC CO736508847COM NEW768,556$31,111,000thousands, detected and multiplied
PACIFIC PREMIER BANCORP INC69478X105COM1,393,109$30,314,000thousands, detected and multiplied
Texas Instruments Incorporated882508104COM189,676$30,160,000thousands, detected and multiplied
CATHAY GEN BANCORP149150104COM852,117$29,619,000thousands, detected and multiplied
OLD REP INTL CORP COM680223104Stock1,098,053$29,582,000thousands, detected and multiplied
MARKETAXESS HLDGS INC57060D108COM137,653$29,408,000thousands, detected and multiplied
GENTHERM INC37253A103COM539,471$29,271,000thousands, detected and multiplied
GATES INDL CORP PLCG39108108ORD SHS2,515,316$29,203,000thousands, detected and multiplied
SEACOAST BKG CORP FLA811707801COM NEW1,325,066$29,098,000thousands, detected and multiplied
CHUY'S HOLDINGS INC171604101COMMON STOCK817,618$29,091,000thousands, detected and multiplied
VICI PPTYS INC COM925652109REIT995,902$28,981,000thousands, detected and multiplied
INTEGRA LIFESCIENCES HLDGS C457985208COM NEW758,164$28,954,000thousands, detected and multiplied
SHOALS TECHNOLOGIES GROUP INC CL A82489W107Stock1,572,137$28,691,000thousands, detected and multiplied
COMPASS DIVERSIFIED HOLDINGS20451Q104COMMON STOCK1,499,435$28,144,000thousands, detected and multiplied
SM ENERGY COMPANY COM78454L100Stock708,963$28,111,000thousands, detected and multiplied
MasterCard, Inc57636Q104COM70,372$27,861,000thousands, detected and multiplied
VERACYTE INC COM92337F107Stock1,231,621$27,502,000thousands, detected and multiplied
Amgen Inc.031162100COM99,070$26,626,000thousands, detected and multiplied
PHYSICIANS REALTY TRUST71943U104COM2,161,558$26,349,000thousands, detected and multiplied
Merck & Co.,Inc.58933Y105COM249,645$25,701,000thousands, detected and multiplied
OCEANFIRST FINL CORP675234108COM1,747,484$25,286,000thousands, detected and multiplied
PHREESIA INC71944F106COM1,351,017$25,237,000thousands, detected and multiplied
FERGUSON PLC NEWG3421J106SHS151,499$24,917,000thousands, detected and multiplied
CANADIANNATLRYCOF136375102STOK228,945$24,802,000thousands, detected and multiplied
HELEN OF TROY CORP LTDG4388N106COM212,149$24,728,000thousands, detected and multiplied
NAPCO SEC TECHNOLOGIES INC COM630402105Stock1,109,308$24,682,000thousands, detected and multiplied
Coca-Cola Company191216100COM438,563$24,551,000thousands, detected and multiplied
CATALENT INC USD 0.01148806102COM537,387$24,467,000thousands, detected and multiplied
VIPER92763M105COMMON STOCK865,199$24,122,000thousands, detected and multiplied
FIDELITY NATIONAL FINANCIAL31620R303FNF GROUP COM583,232$24,087,000thousands, detected and multiplied
PROGYNY INC COM74340E103Stock703,361$23,929,000thousands, detected and multiplied
ENBRIDGE INC COM29250N105Stock715,810$23,758,000thousands, detected and multiplied
NATIONAL STORAGE AFFILIATES TR COM SHS BEN IN637870106REIT741,337$23,530,000thousands, detected and multiplied
SITEONE LANDSCAPE SUPPLY INC82982L103COM143,407$23,440,000thousands, detected and multiplied
PATRICK INDS INC703343103COM312,208$23,434,000thousands, detected and multiplied
KRISPY KREME INC50101L106COMMON STOCK1,861,245$23,210,000thousands, detected and multiplied
UFP TECHNOLOGIES INC902673102COM143,733$23,206,000thousands, detected and multiplied
EASTERLY GOVERNMENT PROPERTIES27616P103COMMON STOCK2,023,940$23,134,000thousands, detected and multiplied
HAWKINS INC420261109COM388,398$22,857,000thousands, detected and multiplied
THE SHYFT GROUP825698103COMMON STOCK1,496,562$22,403,000thousands, detected and multiplied
RENTOKIL INITIAL PLC SPONSORED ADR760125104ADR601,304$22,278,000thousands, detected and multiplied
AMERISAFE INC03071H100COM440,265$22,044,000thousands, detected and multiplied
PROPETRO HLDG CORP74347M108COM2,065,955$21,961,000thousands, detected and multiplied
CASELLA WASTE SYS INC147448104CL A279,014$21,289,000thousands, detected and multiplied
ICU MED INC44930G107COM178,639$21,259,000thousands, detected and multiplied
TRANSDIGM GROUP INC COM893641100Stock24,765$20,880,000thousands, detected and multiplied
FAIR ISAAC CORP COM303250104Stock24,015$20,858,000thousands, detected and multiplied
INDEPENDENT BK CORP MASS453836108COM424,274$20,827,000thousands, detected and multiplied
NATIONAL HEALTH INVS INC COM63633D104REIT403,818$20,740,000thousands, detected and multiplied
AVANTOR INC COM05352A100Stock963,844$20,318,000thousands, detected and multiplied
CARTERS INC146229109COM292,506$20,227,000thousands, detected and multiplied
ARTIVION INC228903100COM1,331,566$20,187,000thousands, detected and multiplied
Charles Schwab Corp808513105COM359,546$19,739,000thousands, detected and multiplied
T-Mobile US,Inc.872590104COM138,926$19,457,000thousands, detected and multiplied
SUMMIT HOTEL PPTYS866082100COM3,291,833$19,093,000thousands, detected and multiplied
GARRETT MOTION INC366505105COM2,383,659$18,783,000thousands, detected and multiplied
INTAPP INC45827U109COM555,636$18,625,000thousands, detected and multiplied
HESS CORP42809H107COM120,070$18,371,000thousands, detected and multiplied
BIOCRYST PHARMACEUTICALS INC COM09058V103Stock2,570,863$18,201,000thousands, detected and multiplied
GREEN BRICK PARTNERS INC392709101COM435,458$18,076,000thousands, detected and multiplied
ROPER TECHNOLOGIES INC COM776696106Stock37,218$18,024,000thousands, detected and multiplied
OREILLY AUTOMOTIVE INC COM67103H107Stock19,500$17,723,000thousands, detected and multiplied
ALLEGRO MICROSYSTEMS INC01749D105COM550,272$17,576,000thousands, detected and multiplied
WEST PHARMACEUTICAL SVSC INC COM955306105Stock46,368$17,397,000thousands, detected and multiplied
THOUGHTWORKS HOLDING INC88546E105COM4,168,013$17,005,000thousands, detected and multiplied
POWER INTEGRATIONS INC COM739276103Stock222,008$16,942,000thousands, detected and multiplied
HOVNANIAN ENTERPRISES INC442487401CL A NEW163,536$16,625,000thousands, detected and multiplied
EARTHSTONE ENERGY INC27032D304COMMON STOCK788,810$15,966,000thousands, detected and multiplied
UTZ BRANDS INC COM CL A918090101Stock1,166,899$15,671,000thousands, detected and multiplied
INSIGHT ENTERPRISES INC45765U103COM106,075$15,434,000thousands, detected and multiplied
TRINET GROUP INC COM896288107Stock130,861$15,243,000thousands, detected and multiplied
PARK AEROSPACE CORP70014A104COM941,102$14,615,000thousands, detected and multiplied
ENDAVA PLC ADS29260V105ADR252,422$14,477,000thousands, detected and multiplied
CHASE CORP16150R104COM113,513$14,442,000thousands, detected and multiplied
CRINETICS PHARMACEUTICALS INC COM22663K107Stock482,942$14,363,000thousands, detected and multiplied
PJT PARTNERS INC69343T107COM CL A176,499$14,021,000thousands, detected and multiplied
TD SYNNEX CORPORATION COM87162W100Stock137,511$13,732,000thousands, detected and multiplied
REVOLVE GROUP INC CL A76156B107Stock998,196$13,585,000thousands, detected and multiplied
VSE CORP COM918284100Stock266,724$13,454,000thousands, detected and multiplied
CACI INTL INC CL A127190304Stock42,683$13,399,000thousands, detected and multiplied
ALLEGIANT TRAVEL CO01748X102COM174,223$13,391,000thousands, detected and multiplied
Wells Fargo & Company949746101COM325,940$13,318,000thousands, detected and multiplied
UMH PPTYS INC903002103COM944,698$13,245,000thousands, detected and multiplied
FASTENAL CO COM311900104Stock239,536$13,088,000thousands, detected and multiplied
Morgan Stanley617446448COM159,708$13,043,000thousands, detected and multiplied
COASTAL FINL CORP WA19046P209COM NEW302,524$12,981,000thousands, detected and multiplied
AVID TECHNOLOGY INC05367P100COM472,231$12,689,000thousands, detected and multiplied
Altria Group Inc02209S103COM300,152$12,621,000thousands, detected and multiplied
RUSH ENTERPRISES INC CL A781846209Stock308,319$12,589,000thousands, detected and multiplied
FIRST WATCH RESTAURANT GROUP33748L101COM711,821$12,307,000thousands, detected and multiplied
CRYOPORT INC COM PAR $0.001229050307Stock886,934$12,160,000thousands, detected and multiplied
LEGACY HOUSING CORP52472M101COMMON STOCK625,832$12,147,000thousands, detected and multiplied
IDEXX LABS INC COM45168D104Stock26,951$11,785,000thousands, detected and multiplied
DONALDSON INC COM257651109Stock194,481$11,599,000thousands, detected and multiplied
CTS CORP126501105COM276,209$11,529,000thousands, detected and multiplied
INTERPARFUMS INC COM458334109Stock85,644$11,505,000thousands, detected and multiplied
CURTISS WRIGHT CORP COM231561101Stock58,228$11,391,000thousands, detected and multiplied
SAIA INC78709Y105COM28,108$11,205,000thousands, detected and multiplied
FIRST MID BANCSHARES INC320866106COMMON STOCK419,584$11,144,000thousands, detected and multiplied
PATTERSON-UTI ENERGY INC703481101COM802,135$11,101,000thousands, detected and multiplied
ULTRAGENYX PHARMACEUTICAL IN90400D108COM310,915$11,084,000thousands, detected and multiplied
COPART INC COM217204106Stock256,791$11,065,000thousands, detected and multiplied
WHITE MTNS INS GROUP LTDG9618E107COM7,366$11,017,000thousands, detected and multiplied
ENVISTA HOLDINGS CORPORATION29415F104COM394,974$11,012,000thousands, detected and multiplied
ARCUTIS BIOTHERAPEUTICS INC03969K108COM2,069,293$10,988,000thousands, detected and multiplied
BARRETT BUSINESS SVCS INC068463108COM120,450$10,869,000thousands, detected and multiplied
HEARTLAND EXPRESS INC422347104COM725,795$10,662,000thousands, detected and multiplied
KYNDRYL HLDGS INC50155Q100COMMON STOCK695,297$10,499,000thousands, detected and multiplied
YUM CHINA HLDGS INC98850P109COM184,592$10,285,000thousands, detected and multiplied
iShares Russell 2000 ETF464287655SHS55,228$9,761,000thousands, detected and multiplied
NVIDIA Corp67066G104COM22,177$9,647,000thousands, detected and multiplied
ESQUIRE FINL HLDGS INC29667J101COM204,848$9,360,000thousands, detected and multiplied
MAKEMYTRIP LIMITED MAURITIUS SHSV5633W109Stock230,836$9,353,000thousands, detected and multiplied
CARLISLE COS INC COM142339100Stock34,595$8,969,000thousands, detected and multiplied
CHARLES RIV LABS INTL INC159864107COM45,728$8,962,000thousands, detected and multiplied
INSPERITY INC45778Q107COM91,083$8,890,000thousands, detected and multiplied
GROUP 1 AUTOMOTIVE INC COM398905109Stock32,855$8,828,000thousands, detected and multiplied
TOPBUILD COR COM89055F103Stock34,787$8,752,000thousands, detected and multiplied
CASTLE BIOSCIENCES INC14843C105COMMON STOCK493,982$8,343,000thousands, detected and multiplied
HILLENBRAND INC431571108COM188,827$7,989,000thousands, detected and multiplied
ServiceNow,Inc.81762P102COM13,998$7,824,000thousands, detected and multiplied
CHURCHILL DOWNS INC171484108COM63,420$7,359,000thousands, detected and multiplied
PREMIER INC74051N102CL A324,411$6,975,000thousands, detected and multiplied
SELECTIVE INS GROUP INC816300107COM67,347$6,948,000thousands, detected and multiplied
H WORLD GROUP LTD SPONSORED ADS44332N106ADR175,569$6,923,000thousands, detected and multiplied
EQUITY COMMONWEALTH294628102COM SH BEN INT370,769$6,811,000thousands, detected and multiplied
LKQ CORP COM501889208Stock136,652$6,766,000thousands, detected and multiplied
GLOBAL INDUSTRIAL COMPANY COM37892E102Stock199,117$6,670,000thousands, detected and multiplied
POOL CORP COM73278L105Stock17,910$6,377,000thousands, detected and multiplied
TRIP COM GROUP LTD ADS89677Q107ADR176,051$6,157,000thousands, detected and multiplied
PHATHOM PHARMACEUTICALS INC71722W107COMMON STOCK577,450$5,988,000thousands, detected and multiplied
Federal Agric Mtg Corp Cl C313148306COM35,316$5,449,000thousands, detected and multiplied
HDFC BANK LTD SPONSORED ADS40415F101ADR90,248$5,326,000thousands, detected and multiplied
NORTHEAST BK PORTLAND ME66405S100COM118,179$5,212,000thousands, detected and multiplied
EVERCORE INC CLASS A29977A105Stock37,774$5,208,000thousands, detected and multiplied
CENTRAL GARDEN PET CO153527106COMMON STOCK116,745$5,153,000thousands, detected and multiplied
GRACO INC COM384109104Stock69,643$5,076,000thousands, detected and multiplied
RLI CORP COM749607107Stock35,660$4,846,000thousands, detected and multiplied
KANZHUN LIMITED48553T106SPONSORED ADS312,515$4,741,000thousands, detected and multiplied
Qualcomm Incorporated747525103COM42,265$4,694,000thousands, detected and multiplied
INDEPENDENCE RLTY TR INC45378A106COM333,609$4,694,000thousands, detected and multiplied
TYLER TECHNOLOGIES INC COM902252105Stock12,013$4,639,000thousands, detected and multiplied
CHEMED CORP NEW16359R103COM8,820$4,584,000thousands, detected and multiplied
ORION S.A.L72967109COM214,666$4,568,000thousands, detected and multiplied
NATERA INC COM632307104Stock97,270$4,304,000thousands, detected and multiplied
CHORD ENERGY CORPORATION674215207COM NEW26,544$4,302,000thousands, detected and multiplied
WALKER&DUNLOPINC93148P102STOK56,061$4,162,000thousands, detected and multiplied
KNIGHT-SWIFT TRANSN HLDGS IN499049104CL A80,350$4,030,000thousands, detected and multiplied
GRAFTECH INTL LTD384313508COM1,016,566$3,893,000thousands, detected and multiplied
BANCO BRADESCO S A059460303SP ADR PFD NEW1,322,993$3,771,000thousands, detected and multiplied
INTERNATIONAL BANCSHARES COR459044103COM86,105$3,732,000thousands, detected and multiplied
XP INC CL AG98239109Stock156,628$3,610,000thousands, detected and multiplied
GETTY RLTY CORP NEW COM374297109REIT128,582$3,566,000thousands, detected and multiplied
CITY HOLDING CO177835105COMMON STOCK38,539$3,482,000thousands, detected and multiplied
WORTHINGTON ENTERPRISES INC981811102COM55,988$3,461,000thousands, detected and multiplied
FOUR CORNERS PPTY TR INC35086T109COM155,723$3,455,000thousands, detected and multiplied
FIRST INTERSTATE BANCSYSTEM IN32055Y201COM CL A132,340$3,301,000thousands, detected and multiplied
ACADEMY SPORTS & OUTDOORS INC COM00402L107Stock69,106$3,267,000thousands, detected and multiplied
NORTHERN OIL & GAS INC COM665531307Stock80,485$3,238,000thousands, detected and multiplied
IMAX CORP45245E109COM158,760$3,067,000thousands, detected and multiplied
NEOGENOMICS INC64049M209COM NEW245,673$3,022,000thousands, detected and multiplied
TRAVERE THERAPEUTICS INC89422G107COM337,614$3,018,000thousands, detected and multiplied
SS&C TECH HLDGS COM78467J100Stock57,001$2,995,000thousands, detected and multiplied
NU HLDGS LTDG6683N103ORD SHS CL A406,900$2,950,000thousands, detected and multiplied
COPA HOLDINGS SAP31076105CL A32,444$2,891,000thousands, detected and multiplied
1ST FINL BANCORP320209109COM140,849$2,761,000thousands, detected and multiplied
COMMUNITY FINANCIAL SYSTEM I203607106COM62,712$2,647,000thousands, detected and multiplied
HERC HLDGS INC COM42704L104Stock22,220$2,643,000thousands, detected and multiplied
SOUTHWEST GAS HLDGS INC COM844895102Stock42,214$2,550,000thousands, detected and multiplied
LOGILITY SUPPLY CHAIN SOLUTIONS029683109COMMON STOCK221,255$2,536,000thousands, detected and multiplied
CALIFORNIA RES CORP13057Q305COM STOCK45,255$2,535,000thousands, detected and multiplied
CRESCENT ENERGY COMPANY CL A COM44952J104Stock193,040$2,440,000thousands, detected and multiplied
SOLARIS ENERGY INFRAS INC COM CL A83418M103Stock222,955$2,377,000thousands, detected and multiplied
XENIA HOTELS & RESORTS INC COM984017103REIT195,941$2,308,000thousands, detected and multiplied
LIGAND PHARMACEUTICALS INC53220K504COM NEW37,430$2,243,000thousands, detected and multiplied
ENTERPRISE FINL SVCS CORP293712105COM58,817$2,206,000thousands, detected and multiplied
ORTHOFIX MED INC68752M108COM169,780$2,183,000thousands, detected and multiplied
CALLAWAY GOLF CO131193104COM156,979$2,173,000thousands, detected and multiplied
KIMBERLY-CLARK CORP COM494368103Stock16,627$2,009,000thousands, detected and multiplied
SPY78462F103SHS4,641$1,984,000thousands, detected and multiplied
SCHNITZER STEEL INDUSTRIES INC806882106CL A69,939$1,948,000thousands, detected and multiplied
GRAY MEDIA INC389375106COMMON STOCK261,986$1,813,000thousands, detected and multiplied
WESBANCO INC950810101COM71,173$1,738,000thousands, detected and multiplied
Apple Inc037833100COM9,870$1,690,000thousands, detected and multiplied
ZIFF DAVIS INC48123V102COM25,437$1,620,000thousands, detected and multiplied
LXP INDUSTRIAL TRUST529043101COM178,814$1,591,000thousands, detected and multiplied
Walt Disney Co254687106COM17,476$1,416,000thousands, detected and multiplied
LAUDER ESTEE COS INC CL A518439104Stock9,499$1,373,000thousands, detected and multiplied
INFOSYS LTD SPONSORED ADR456788108ADR73,520$1,258,000thousands, detected and multiplied
TENCENT MUSIC ENTMT GROUP SPON ADS88034P109ADR171,603$1,095,000thousands, detected and multiplied
NextEra Energy,Inc.65339F101COM15,338$879,000thousands, detected and multiplied
ISHARES TR464287465MSCI EAFE ETF11,898$820,000thousands, detected and multiplied
ISHARES TR CORE S&P 500 ETF464287200SHS1,884$809,000thousands, detected and multiplied
Deere & Company244199105COM2,138$807,000thousands, detected and multiplied
TAIWAN SEMICONDUCTOR MFG874039100SPONSORED ADS7,576$658,000thousands, detected and multiplied
Union Pacific Corporation907818108COM2,950$601,000thousands, detected and multiplied
iShares Core S&P Small-Cap ETF464287804SHS5,839$551,000thousands, detected and multiplied
Vanguard Small-Cap ETF922908751SHS2,567$485,000thousands, detected and multiplied
Vanguard Mid-Cap ETF922908629SHS2,303$480,000thousands, detected and multiplied
SPDR S&P Midcap 400 ETF Trust78467Y107SHS1,030$470,000thousands, detected and multiplied
Johnson & Johnson478160104COM2,628$409,000thousands, detected and multiplied
PAGSEGURO DIGITAL LTDG68707101COM CL A47,423$408,000thousands, detected and multiplied
Alphabet Inc. Reg. Shares C02079K107COM3,032$400,000thousands, detected and multiplied
Eli Lilly and Company532457108COM736$395,000thousands, detected and multiplied
ISHARES TR464287168COM3,525$379,000thousands, detected and multiplied
JPMorgan Chase & Co46625H100COM2,582$374,000thousands, detected and multiplied
ISHARESRUSSELL1000GROWTHETF464287614STOK1,347$358,000thousands, detected and multiplied
ISHARES RUSSELL 1000 VALUE ETF464287598ETF2,200$334,000thousands, detected and multiplied
META PLATFORMS INC CL A30303M102COM945$284,000thousands, detected and multiplied
Procter & Gamble Co742718109COM1,929$281,000thousands, detected and multiplied
PepsiCo,Inc.713448108COM1,611$273,000thousands, detected and multiplied
Tesla Motors, Inc88160R101COM1,075$269,000thousands, detected and multiplied
iShares Core MSCI EAFE ETF46432F842SHS3,909$252,000thousands, detected and multiplied
ISHARES TR464287234MSCI EMG MKT ETF6,598$250,000thousands, detected and multiplied
Vanguard Extended Market ETF922908652SHS1,681$241,000thousands, detected and multiplied
Berkshire Hathaway Inc084670702COM620$217,000thousands, detected and multiplied
Visa Inc92826C839COM894$206,000thousands, detected and multiplied
Abbott Laboratories002824100COM2,061$200,000thousands, detected and multiplied
iShares Russell Midcap ETF464287499SHS2,836$196,000thousands, detected and multiplied
EXXON MOBIL CORP30231G102COM1,646$194,000thousands, detected and multiplied
Comcast Corp20030N101COM3,904$173,000thousands, detected and multiplied
IJH464287507COM664$166,000thousands, detected and multiplied
ISHARES S&P GSCI COMMODITY-46428R107UNIT BEN INT6,000$135,000thousands, detected and multiplied
Honeywell Technologies438516106COM724$134,000thousands, detected and multiplied
HUBSPOTINC443573100STOK258$126,000thousands, detected and multiplied
Intel Corp458140100COM3,516$125,000thousands, detected and multiplied
Costco Wholesale Corporation22160K105COM211$119,000thousands, detected and multiplied
McDonalds Corporation580135101COM435$115,000thousands, detected and multiplied
Raytheon Technologies Corporation75513E101COM1,595$115,000thousands, detected and multiplied
VWO922042858SHS2,900$114,000thousands, detected and multiplied
Chubb LimitedH1467J104COM516$107,000thousands, detected and multiplied
MCKESSON CORP COM58155Q103Stock247$107,000thousands, detected and multiplied
Chevron Corporation166764100COM622$105,000thousands, detected and multiplied
Walmart Inc.931142103COM657$105,000thousands, detected and multiplied
International Business Machines Corporation459200101COM730$102,000thousands, detected and multiplied
Waste Management, Inc.94106L109COM667$102,000thousands, detected and multiplied
Vanguard FTSE Developed Markets ETF921943858SHS2,308$101,000thousands, detected and multiplied
Boeing Company097023105COM514$99,000thousands, detected and multiplied
Oracle Corporation68389X105COM860$91,000thousands, detected and multiplied
Adobe Inc00724F101COM177$90,000thousands, detected and multiplied
XPLR INFRASTRUCTURE LP65341B106COM UNIT PART IN2,993$89,000thousands, detected and multiplied
Bank of America Corp060505104COM3,067$84,000thousands, detected and multiplied
Pfizer Inc.717081103COM2,492$83,000thousands, detected and multiplied
Thermo Fisher Scientific Inc.883556102COM163$83,000thousands, detected and multiplied
Salesforce.com, Inc79466L302COM393$80,000thousands, detected and multiplied
Accenture Plc Class AG1151C101COM256$79,000thousands, detected and multiplied
Advanced Micro Devices,Inc.007903107COM737$76,000thousands, detected and multiplied
PIONEER NATURAL RESOURCES CO723787107COM327$75,000thousands, detected and multiplied
Micron Technology,Inc.595112103COM1,092$74,000thousands, detected and multiplied
INGERSOLL RAND INC COM45687V106Stock1,129$72,000thousands, detected and multiplied
SPDR INDEX SHS FDS78463X749ST DOW GLOBA ETF1,822$70,000thousands, detected and multiplied
Danaher Corporation235851102COM257$64,000thousands, detected and multiplied
Verizon Communications Inc92343V104COM1,950$63,000thousands, detected and multiplied
Eaton Corp. PlcG29183103COM287$61,000thousands, detected and multiplied
Cigna Corporation125523100COM209$60,000thousands, detected and multiplied
Netflix, Inc64110L106COM157$59,000thousands, detected and multiplied
ISHARES MSCI EAFE SMALL-CAP ETF464288273ETF980$55,000thousands, detected and multiplied
Vanguard Growth922908736COM200$54,000thousands, detected and multiplied
Caterpillar Inc.149123101COM194$53,000thousands, detected and multiplied
Intuit Inc.461202103COM104$53,000thousands, detected and multiplied
FEDEX CORP COM31428X106Stock196$52,000thousands, detected and multiplied
MCCORMICK & CO INC COM NON VTG579780206Stock685$52,000thousands, detected and multiplied
GENERAL MILLS INC COM370334104Stock790$51,000thousands, detected and multiplied
3M CO COM88579Y101Stock533$50,000thousands, detected and multiplied
General Electric Company369604301COM443$49,000thousands, detected and multiplied
SMUCKER J M CO832696405COM NEW395$49,000thousands, detected and multiplied
REGENERON PHARMACEUTICALS COM75886F107Stock58$48,000thousands, detected and multiplied
CME Group Inc. Class A12572Q105COM237$47,000thousands, detected and multiplied
ConocoPhillips20825C104COM394$47,000thousands, detected and multiplied
GSK PLC SPONSORED ADR37733W204ADR1,293$47,000thousands, detected and multiplied
NIKE,Inc. Class B654106103COM478$46,000thousands, detected and multiplied
AT&T Inc00206R102COM2,977$45,000thousands, detected and multiplied
KLA CORP482480100COM99$45,000thousands, detected and multiplied
WEC ENERGY GROUP INC COM92939U106Stock554$45,000thousands, detected and multiplied
Boston Scientific Corporation101137107COM816$43,000thousands, detected and multiplied
AMERICAN INTL GROUP INC COM NEW026874784Stock706$43,000thousands, detected and multiplied
Bristol-Myers Squibb Company110122108COM720$42,000thousands, detected and multiplied
Lowes Companies,Inc.548661107COM202$42,000thousands, detected and multiplied
TRUIST FINL CORP COM89832Q109Stock1,476$42,000thousands, detected and multiplied
WYNDHAM HOTELS & RESORTS INC98311A105COM611$42,000thousands, detected and multiplied
Booking Holdings Inc.09857L108COM13$40,000thousands, detected and multiplied
Stryker Corporation863667101COM148$40,000thousands, detected and multiplied
FORTUNE BRANDS INNOVATIONS INC COM34964C106Stock640$40,000thousands, detected and multiplied
Marsh & McLennan Companies,Inc.571748102COM204$39,000thousands, detected and multiplied
Prologis,Inc.74340W103COM348$39,000thousands, detected and multiplied
COLGATE PALMOLIVE CO COM194162103Stock552$39,000thousands, detected and multiplied
Applied Materials,Inc.038222105COM266$37,000thousands, detected and multiplied
CHARTER COMMUNICATIONS INC N16119P108COM85$37,000thousands, detected and multiplied
Medtronic PlcG5960L103COM471$37,000thousands, detected and multiplied
CVS Health Corporation126650100COM517$36,000thousands, detected and multiplied
ILLINOIS TOOL WKS INC452308109COM156$36,000thousands, detected and multiplied
TJX Companies Inc872540109COM400$36,000thousands, detected and multiplied
Automatic Data Processing,Inc.053015103COM144$35,000thousands, detected and multiplied
AMPHENOL CORP NEW032095101COM410$34,000thousands, detected and multiplied
Goldman Sachs Group,Inc.38141G104COM104$34,000thousands, detected and multiplied
Intuitive Surgical,Inc.46120E602COM117$34,000thousands, detected and multiplied
Starbucks Corporation855244109COM376$34,000thousands, detected and multiplied
TRANE TECHNOLOGIES PLC SHSG8994E103Stock170$34,000thousands, detected and multiplied
Schlumberger Limited806857108COM572$33,000thousands, detected and multiplied
AMERIPRISE FINL INC COM03076C106Stock100$33,000thousands, detected and multiplied
RB GLOBAL INC COM74935Q107Stock522$33,000thousands, detected and multiplied
Analog Devices,Inc.032654105COM183$32,000thousands, detected and multiplied
CSX Corporation126408103COM1,033$32,000thousands, detected and multiplied
Vertex Pharmaceuticals Incorporated92532F100COM93$32,000thousands, detected and multiplied
HALEON PLC SPON ADS405552100ADR3,801$32,000thousands, detected and multiplied
Duke Energy Corporation26441C204COM355$31,000thousands, detected and multiplied
Mondelez International,Inc. Class A609207105COM450$31,000thousands, detected and multiplied
United Parcel Service,Inc. Class B911312106COM199$31,000thousands, detected and multiplied
American Express Company025816109COM204$30,000thousands, detected and multiplied
Gilead Sciences,Inc.375558103COM397$30,000thousands, detected and multiplied
PRICE T ROWE GROUP INC COM74144T108Stock283$30,000thousands, detected and multiplied
NOVO-NORDISK A S ADR670100205ADR326$30,000thousands, detected and multiplied
CENTENE CORP DEL COM15135B101Stock432$30,000thousands, detected and multiplied
HUMANA INC COM444859102Stock61$30,000thousands, detected and multiplied
GOOSEHEAD INS INC38267D109COM CL A406$30,000thousands, detected and multiplied
Elevance Health, Inc.036752103COM66$29,000thousands, detected and multiplied
iShares Core MSCI Emerging Markets ETF46434G103SHS600$29,000thousands, detected and multiplied
LAM RESEARCH CORP512807108COM47$29,000thousands, detected and multiplied
Citigroup Inc.172967424COM660$27,000thousands, detected and multiplied
Progressive Corporation743315103COM193$27,000thousands, detected and multiplied
EQUINIX INC COM29444U700REIT37$27,000thousands, detected and multiplied
ISHARES RUSSELL 1000 ETF464287622ETF114$27,000thousands, detected and multiplied
PAYPALHLDGSINC70450Y103STOK453$26,000thousands, detected and multiplied
EXELON CORP COM30161N101Stock696$26,000thousands, detected and multiplied
GARTNERINC366651107STOK72$25,000thousands, detected and multiplied
ZOETIS INC CL A98978V103Stock143$25,000thousands, detected and multiplied
FREEPORT MCMORAN INC CL B35671D857Stock683$25,000thousands, detected and multiplied
AON PLC SHS CL AG0403H108Stock78$25,000thousands, detected and multiplied
BAIDU INC SPON ADR REP A056752108ADR185$25,000thousands, detected and multiplied
ISHARES INC MSCI STH KOR ETF464286772MSCI STH KOR ETF417$25,000thousands, detected and multiplied
CADENCE DESIGN SYSTEM INC COM127387108Stock104$24,000thousands, detected and multiplied
LAS VEGAS SANDS CORP COM517834107Stock531$24,000thousands, detected and multiplied
Vanguard Real Estate922908553SHS300$23,000thousands, detected and multiplied
AIR PRODS & CHEMS INC009158106COM81$23,000thousands, detected and multiplied
BECTON DICKINSON & CO075887109COM89$23,000thousands, detected and multiplied
ASMLHLDGNVFSPONSOREDADR1ADRREPS1ORDSHSN07059210STOK39$23,000thousands, detected and multiplied
SYNOPSYS INC COM871607107Stock51$23,000thousands, detected and multiplied
DEVON ENERGY CORP NEW COM25179M103Stock479$23,000thousands, detected and multiplied
BLACKSTONE INC09260D107COM209$22,000thousands, detected and multiplied
Lockheed Martin Corporation539830109COM55$22,000thousands, detected and multiplied
Southern Company842587107COM337$22,000thousands, detected and multiplied
EMERSON ELEC CO COM291011104Stock223$22,000thousands, detected and multiplied
PHILLIPS 66 COM718546104Stock180$22,000thousands, detected and multiplied
EOG RES INC COM26875P101Stock172$22,000thousands, detected and multiplied
BAKER HUGHES COMPANY CL A05722G100Stock609$22,000thousands, detected and multiplied
ACTVISION BLIZZARD INC00507V109COM234$22,000thousands, detected and multiplied
FISERV INC337738108COM183$21,000thousands, detected and multiplied
Intercontinental Exchange,Inc.45866F104COM195$21,000thousands, detected and multiplied
PALO ALTO NETWORKS INC697435105COM89$21,000thousands, detected and multiplied
SHERWIN WILLIAMS CO824348106COM84$21,000thousands, detected and multiplied
ALIBABA GROUP HLDG LTD01609W102SPONSORED ADS238$21,000thousands, detected and multiplied
NOVARTIS AG SPONSORED ADR66987V109ADR207$21,000thousands, detected and multiplied
PUBLIC SVC ENTERPRISE GROUP COM744573106Stock375$21,000thousands, detected and multiplied
SHELL PLC SPON ADS780259305ADR327$21,000thousands, detected and multiplied
ASTRAZENECA PLC SPONSORED ADR046353108ADR312$21,000thousands, detected and multiplied
HORIZON THERAPEUTICS PLCG46188101SHS177$21,000thousands, detected and multiplied
MID AMERICA APARTMENT COMMUNITIES INC.59522J103Common Stock, par value $0.01 per share156$20,000thousands, detected and multiplied
FORTINET INC COM34959E109Stock342$20,000thousands, detected and multiplied
NORTHROP GRUMMAN CORP COM666807102Stock46$20,000thousands, detected and multiplied
ISHARES INC MSCI TAIWAN ETF46434G772MSCI TAIWAN ETF450$20,000thousands, detected and multiplied
HCA Healthcare Inc40412C101COM77$19,000thousands, detected and multiplied
EASTERN BANKSHARES INC COM27627N105Stock1,500$19,000thousands, detected and multiplied
VALERO ENERGY CORP COM91913Y100Stock134$19,000thousands, detected and multiplied
TOYOTA MOTOR CORP ADS892331307ADR103$19,000thousands, detected and multiplied
KELLANOVA487836108COM311$19,000thousands, detected and multiplied
SPDR SER TR78468R622BLOOMBERG HIGH Y212$19,000thousands, detected and multiplied
ARISTA NETWORKS INC040413106COM103$19,000thousands, detected and multiplied
Airbnb, Inc. Class A009066101COM129$18,000thousands, detected and multiplied
CHIPOTLEMEXICANGRILLI169656105STOK10$18,000thousands, detected and multiplied
GENERAL MTRS CO COM37045V100Stock551$18,000thousands, detected and multiplied
AUTOZONE INC COM053332102Stock7$18,000thousands, detected and multiplied

Amendment chain

FilingRoleFiledAcceptedIngested
13F-HR 0001082917-23-000006this filing2023-11-09acceptance time not in the bulk data set