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13F-HR filed by Cadence Capital Management LLC

Cadence Capital Management LLC filed this 13F-HR for the quarter ended 2020-09-30, filed 2020-10-16, with 277 holding rows worth $414,672,000.

Accession
0001606587-20-001058
Filed
2020-10-16
Accepted by EDGAR
acceptance time not in the bulk data set
Ingested
Source
SEC quarterly data set

Original filing

13F report for Q3 2020

A holdings report, 277 entries on the cover page, a total value of $414,672,000 stated on the cover page (in dollars after the unit check, H1), rows summing to $414,672,000 with VALUE read as thousands by filing date, 13F file number 028-11612. 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
ENTERPRISE PRODS PARTNERS L293792107COM2,203,410$34,792,000thousands by filing date
MAGELLAN MIDSTREAM PARTNERS, L559080106COM UNIT RP LP618,778$21,162,000thousands by filing date
MPLX LP55336V100COM UNIT REP LTD1,115,893$17,564,000thousands by filing date
WILLIAMS COS INC COM969457100Stock853,507$16,771,000thousands by filing date
KINDER MORGAN INC DEL COM49456B101Stock1,319,565$16,270,000thousands by filing date
ENERGY TRANSFER L P29273V100COM UT LTD PTN2,592,077$14,049,000thousands by filing date
ENBRIDGE INC COM29250N105Stock352,112$10,282,000thousands by filing date
ONEOK INC NEW682680103COM391,265$10,165,000thousands by filing date
PLAINS ALL AMERN PIPELINE L726503105UNIT LTD PARTN1,602,385$9,582,000thousands by filing date
Phillips 66 Partners LP718549207COM UNIT REP INT383,603$8,838,000thousands by filing date
DCP MIDSTREAM LP23311P100COM UT LTD PTN525,869$5,874,000thousands by filing date
TC PIPELINES LP87233Q108UT COM LTD PRT227,670$5,824,000thousands by filing date
CRESTWOOD EQUITY PARTNERS LP U226344208UNIT LTD PARTNER427,244$5,323,000thousands by filing date
United Parcel Service,Inc. Class B911312106COM22,066$3,677,000thousands by filing date
Qualcomm Incorporated747525103COM30,820$3,627,000thousands by filing date
Procter & Gamble Co742718109COM23,690$3,293,000thousands by filing date
Broadcom Inc.11135F101COM8,798$3,205,000thousands by filing date
Amgen Inc.031162100COM12,403$3,152,000thousands by filing date
McDonalds Corporation580135101COM13,993$3,071,000thousands by filing date
Union Pacific Corporation907818108COM15,471$3,046,000thousands by filing date
Home Depot, Inc437076102COM10,934$3,036,000thousands by filing date
Texas Instruments Incorporated882508104COM21,260$3,036,000thousands by filing date
Comcast Corp20030N101COM65,488$3,029,000thousands by filing date
PepsiCo,Inc.713448108COM21,229$2,942,000thousands by filing date
BUNGE LTDG16962105COM64,239$2,936,000thousands by filing date
Starbucks Corporation855244109COM33,981$2,920,000thousands by filing date
Medtronic PlcG5960L103COM27,747$2,883,000thousands by filing date
Verizon Communications Inc92343V104COM48,187$2,867,000thousands by filing date
Honeywell Technologies438516106COM17,283$2,845,000thousands by filing date
Johnson & Johnson478160104COM19,078$2,840,000thousands by filing date
Pfizer Inc.717081103COM76,934$2,823,000thousands by filing date
Merck & Co.,Inc.58933Y105COM33,734$2,798,000thousands by filing date
Coca-Cola Company191216100COM56,560$2,792,000thousands by filing date
Eli Lilly and Company532457108COM18,816$2,785,000thousands by filing date
Bristol-Myers Squibb Company110122108COM45,480$2,742,000thousands by filing date
Philip Morris International Inc.718172109COM36,109$2,708,000thousands by filing date
3M CO COM88579Y101Stock16,664$2,669,000thousands by filing date
AbbVie,Inc.00287Y109COM29,438$2,578,000thousands by filing date
Altria Group Inc02209S103COM65,590$2,534,000thousands by filing date
International Business Machines Corporation459200101COM20,705$2,519,000thousands by filing date
Lockheed Martin Corporation539830109COM6,340$2,430,000thousands by filing date
AT&T Inc00206R102COM84,647$2,413,000thousands by filing date
JPMorgan Chase & Co46625H100COM24,740$2,382,000thousands by filing date
Bank of America Corp060505104COM98,639$2,376,000thousands by filing date
Mondelez International,Inc. Class A609207105COM41,257$2,370,000thousands by filing date
Caterpillar Inc.149123101COM15,765$2,351,000thousands by filing date
Cisco Systems,Inc.17275R102COM58,825$2,317,000thousands by filing date
INFOSYS LTD SPONSORED ADR456788108ADR167,252$2,310,000thousands by filing date
Intel Corp458140100COM44,166$2,287,000thousands by filing date
TARGET CORP COM87612E106Stock14,407$2,268,000thousands by filing date
BP MIDSTREAM PARTNERS LP0556EL109UNIT LTD PTNR224,769$2,227,000thousands by filing date
COCA-COLA EUROPACIFIC PARTNERS SHSG25839104Stock56,100$2,177,000thousands by filing date
CVS Health Corporation126650100COM35,855$2,094,000thousands by filing date
Gilead Sciences,Inc.375558103COM32,024$2,024,000thousands by filing date
Chevron Corporation166764100COM27,280$1,964,000thousands by filing date
ILLINOIS TOOL WKS INC452308109COM10,099$1,951,000thousands by filing date
AIR PRODS & CHEMS INC009158106COM6,511$1,939,000thousands by filing date
Citigroup Inc.172967424COM44,750$1,929,000thousands by filing date
COLGATE PALMOLIVE CO COM194162103Stock24,363$1,880,000thousands by filing date
Automatic Data Processing,Inc.053015103COM13,317$1,858,000thousands by filing date
Wells Fargo & Company949746101COM76,384$1,796,000thousands by filing date
RATTLER MIDSTREAM LP75419T103CMN301,292$1,793,000thousands by filing date
BLACKROCK INC CL A COM09247X101COM3,169$1,786,000thousands by filing date
EXXON MOBIL CORP30231G102COM51,434$1,766,000thousands by filing date
NORFOLK SOUTHN CORP COM655844108Stock7,407$1,585,000thousands by filing date
NextEra Energy,Inc.65339F101COM5,695$1,581,000thousands by filing date
KIMBERLY-CLARK CORP COM494368103Stock10,526$1,554,000thousands by filing date
Goldman Sachs Group,Inc.38141G104COM7,135$1,434,000thousands by filing date
Eaton Corp. PlcG29183103COM12,380$1,263,000thousands by filing date
Raytheon Technologies Corporation75513E101COM21,874$1,259,000thousands by filing date
Morgan Stanley617446448COM24,934$1,206,000thousands by filing date
HP INC COM40434L105Stock62,935$1,195,000thousands by filing date
Waste Management, Inc.94106L109COM10,345$1,171,000thousands by filing date
WALGREENS BOOTS ALLIANCE INC931427108COM31,343$1,126,000thousands by filing date
EMERSON ELEC CO COM291011104Stock17,045$1,118,000thousands by filing date
USBANCORPDEL902973304COM NEW31,005$1,112,000thousands by filing date
TRUIST FINL CORP COM89832Q109Stock29,128$1,108,000thousands by filing date
MARATHON PETE CORP COM56585A102Stock37,687$1,106,000thousands by filing date
Chubb LimitedH1467J104COM9,396$1,091,000thousands by filing date
PHILLIPS 66 COM718546104Stock20,857$1,081,000thousands by filing date
GENERAL MILLS INC COM370334104Stock17,394$1,073,000thousands by filing date
PNC FINL SVCS GROUP INC COM693475105Stock9,513$1,046,000thousands by filing date
ConocoPhillips20825C104COM31,338$1,029,000thousands by filing date
Analog Devices,Inc.032654105COM8,775$1,024,000thousands by filing date
CUMMINS INC COM231021106Stock4,815$1,017,000thousands by filing date
GENERAL DYNAMICS CORP COM369550108Stock7,326$1,014,000thousands by filing date
DOMINION ENERGY INC COM25746U109Stock12,422$980,000thousands by filing date
Duke Energy Corporation26441C204COM10,597$938,000thousands by filing date
DOW HLDGS INC COM260557103Stock19,404$913,000thousands by filing date
DUPONT DE NEMOURS INC COM26614N102Stock16,423$911,000thousands by filing date
AFLAC INC COM001055102Stock25,016$909,000thousands by filing date
JOHNSON CTLS INTL PLC SHSG51502105Stock22,199$907,000thousands by filing date
TRANE TECHNOLOGIES PLC SHSG8994E103Stock6,940$841,000thousands by filing date
KROGER CO COM501044101Stock24,265$823,000thousands by filing date
Southern Company842587107COM15,079$818,000thousands by filing date
KELLANOVA487836108COM12,198$788,000thousands by filing date
SYSCOCORP871829107COM12,627$786,000thousands by filing date
ARCHER DANIELS MIDLAND CO COM039483102Stock16,396$762,000thousands by filing date
FASTENAL CO COM311900104Stock16,877$761,000thousands by filing date
YUM BRANDS INC COM988498101Stock8,151$744,000thousands by filing date
VALERO ENERGY CORP COM91913Y100Stock16,928$733,000thousands by filing date
BEST BUY INC COM086516101Stock6,425$715,000thousands by filing date
CORNING INC219350105COM22,016$714,000thousands by filing date
ALLSTATE CORP COM020002101Stock7,361$693,000thousands by filing date
CLOROX CO DEL189054109COM3,175$667,000thousands by filing date
CROWN CASTLE INC COM22822V101REIT3,955$659,000thousands by filing date
PAYCHEX INC704326107COM8,103$646,000thousands by filing date
CAPITAL ONE FINL CORP14040H105COM8,910$640,000thousands by filing date
PRICE T ROWE GROUP INC COM74144T108Stock4,930$632,000thousands by filing date
TRAVELERS COMPANIES INC COM89417E109Stock5,842$632,000thousands by filing date
BANK OF NY MELLON CORP COM064058100Stock18,178$624,000thousands by filing date
HERSHEY CO COM427866108Stock4,267$612,000thousands by filing date
BIOLIFE SOLUTIONS INC COM NEW09062W204Stock21,065$610,000thousands by filing date
Prologis,Inc.74340W103COM6,027$606,000thousands by filing date
V F CORP COM918204108Stock8,367$588,000thousands by filing date
AIR TRANSPORT SERVICES GRP I00922R105COM23,349$585,000thousands by filing date
SMUCKER J M CO832696405COM NEW4,982$576,000thousands by filing date
METLIFE INC COM59156R108Stock15,407$573,000thousands by filing date
EOG RES INC COM26875P101Stock15,658$563,000thousands by filing date
LYONDELLBASELL INDUSTRIES NV SHS - A -N53745100Stock7,987$563,000thousands by filing date
PERFICIENT INC71375U101COM13,183$563,000thousands by filing date
PRUDENTIAL FINL INC COM744320102Stock8,849$562,000thousands by filing date
MERIDIAN BIOSCIENCE INC589584101COMMON STOCK33,000$560,000thousands by filing date
Schlumberger Limited806857108COM35,369$550,000thousands by filing date
VERICEL CORP92346J108COM29,235$542,000thousands by filing date
AMERICAN ELEC PWR CO INC COM025537101Stock6,623$541,000thousands by filing date
CASTLE BIOSCIENCES INC14843C105COMMON STOCK10,450$538,000thousands by filing date
TYSON FOODS INC CL A902494103Stock8,973$534,000thousands by filing date
ADDUS HOMECARE CORP006739106COM5,621$531,000thousands by filing date
NEXPOINT RESIDENTIAL TR INC65341D102COM11,826$524,000thousands by filing date
MAXIM INTEGRATED PRODS INC57772K101COM7,721$522,000thousands by filing date
CREDICORP LTDG2519Y108COM4,205$521,000thousands by filing date
ZYNEX INC98986M103COM29,706$518,000thousands by filing date
CUTERA INC232109108COM27,303$518,000thousands by filing date
AVID TECHNOLOGY INC05367P100COM59,524$510,000thousands by filing date
INTERNATIONAL PAPER CO COM460146103Stock12,396$503,000thousands by filing date
CHANNELADVISOR CORP159179100COM34,530$500,000thousands by filing date
COHERUS ONCOLOGY INC19249H103COM26,900$493,000thousands by filing date
PETIQ INC71639T106COMMON STOCK14,954$492,000thousands by filing date
TPI Composites Inc87266J104Common Stock16,939$491,000thousands by filing date
KRAFT HEINZ CO COM500754106Stock16,138$483,000thousands by filing date
SEMPRA COM816851109Stock4,058$480,000thousands by filing date
STATE STR CORP COM857477103Stock8,072$479,000thousands by filing date
MESA LABS INC COM59064R109Stock1,820$464,000thousands by filing date
UPWORK INC91688F104COM26,404$460,000thousands by filing date
STANDARD MOTOR PRODS853666105COMMON STOCK10,253$458,000thousands by filing date
LOGILITY SUPPLY CHAIN SOLUTIONS029683109COMMON STOCK32,531$457,000thousands by filing date
CONAGRA FOODS INC205887102COM12,701$454,000thousands by filing date
GLU MOBILE INC379890106COMMON STOCK58,527$449,000thousands by filing date
EXELON CORP COM30161N101Stock12,485$446,000thousands by filing date
AMERICAN INTL GROUP INC COM NEW026874784Stock16,159$445,000thousands by filing date
MONARCH CASINO & RESORT INC609027107COM9,987$445,000thousands by filing date
DEL TACO RESTAURANTS INC NEW245496104COM54,191$444,000thousands by filing date
KNOWLES CORP COM49926D109Stock29,623$441,000thousands by filing date
NUCOR CORP COM670346105Stock9,795$439,000thousands by filing date
AMERIPRISE FINL INC COM03076C106Stock2,833$437,000thousands by filing date
BIOSPECIFICS TECHNOLOGIES090931106COM8,261$436,000thousands by filing date
PETMED EXPRESS INC716382106COM13,716$434,000thousands by filing date
CALAVO GROWERS INC128246105COM6,533$433,000thousands by filing date
XCELENERGY INC98389B100COM6,253$432,000thousands by filing date
OMNICOM GROUP INC COM681919106Stock8,722$432,000thousands by filing date
LUNA INNOVATIONS INC550351100COM71,884$430,000thousands by filing date
GENUINE PARTS CO COM372460105Stock4,477$426,000thousands by filing date
CELANESE CORP DEL COM150870103Stock3,963$426,000thousands by filing date
CENTURY COMMUNITIES INC.156504300COM10,005$424,000thousands by filing date
PURE CYCLE CORP746228303COMMON STOCK47,095$424,000thousands by filing date
TURNING PT BRANDS INC COM90041L105Stock15,208$424,000thousands by filing date
SPORTSMANS WHSE HLDGS INC84920Y106COM28,952$414,000thousands by filing date
ENCORE CAP GROUP INC292554102COM10,679$412,000thousands by filing date
KFORCE INC COM493732101Stock12,724$409,000thousands by filing date
FOUNDATION BLDG MATLS INC350392106COM26,012$409,000thousands by filing date
ONEWATER MARINE INC CL A68280L101COMMON STOCK19,790$405,000thousands by filing date
YORK WATER CO987184108COMMON STOCK9,568$404,000thousands by filing date
WEC ENERGY GROUP INC COM92939U106Stock4,161$403,000thousands by filing date
QUANTERIX CORP74766Q101COMMON STOCK11,916$402,000thousands by filing date
MTBC INC55378G102COM45,365$402,000thousands by filing date
CONSOLIDATED EDISON INC209115104COM5,151$401,000thousands by filing date
M & T BK CORP COM55261F104Stock4,354$401,000thousands by filing date
PJT PARTNERS INC69343T107COM CL A6,598$400,000thousands by filing date
BELLRING BRANDS INC079823100COMMON STOCK19,307$400,000thousands by filing date
PIONEER NATURAL RESOURCES CO723787107COM4,639$399,000thousands by filing date
OOMA INC683416101COM30,586$399,000thousands by filing date
C H ROBINSON WORLDWIDE IN COM NEW12541W209Stock3,888$397,000thousands by filing date
DISCOVER FINL SVCS254709108COM6,866$397,000thousands by filing date
CENTURYLINK INC156700106COM39,317$397,000thousands by filing date
QUINSTREET INC74874Q100COM24,860$394,000thousands by filing date
CARDINAL HEALTH INC14149Y108COM8,339$392,000thousands by filing date
INTERNATIONAL FLAVORS&FRAGRANC COM459506101Stock3,199$392,000thousands by filing date
JOHNSON OUTDOORS INC A479167108COMMON STOCK4,779$391,000thousands by filing date
FORTERRA INC34960W106COM32,600$385,000thousands by filing date
UPLAND SOFTWARE INC91544A109COMMON STOCK10,088$380,000thousands by filing date
THE SHYFT GROUP825698103COMMON STOCK20,123$380,000thousands by filing date
EDGIO INC53261M104COM65,867$379,000thousands by filing date
HEWLETT PACKARD ENTERPRISE CO COM42824C109Stock40,328$378,000thousands by filing date
PENNANT GROUP INC70805E109COM9,783$377,000thousands by filing date
TURTLE BEACH CORP900450206COMMON STOCK20,529$374,000thousands by filing date
Great Lakes Dredge & Dock Corp390607109Common Stock39,375$374,000thousands by filing date
JOINT CORP47973J102COM21,459$373,000thousands by filing date
U S PHYSICAL THERAPY90337L108COM4,287$372,000thousands by filing date
GENASYS INC36872P103CMN60,311$371,000thousands by filing date
ICHOR HOLDINGSG4740B105SHS17,151$370,000thousands by filing date
CHAMPIONS ONCOLOGY INC15870P307COM NEW40,044$370,000thousands by filing date
PUBLIC SVC ENTERPRISE GROUP COM744573106Stock6,674$366,000thousands by filing date
MALIBU BOATS INC A56117J100COMMON STOCK7,342$364,000thousands by filing date
GENTHERM INC37253A103COM8,868$363,000thousands by filing date
RADNET INC750491102COM23,553$362,000thousands by filing date
SILVERGATE CAP CORP CLASS A82837P408CL A24,993$360,000thousands by filing date
BIODELIVERY SCIENCES INTL IN09060J106COM96,589$360,000thousands by filing date
DIGITAL RLTY TR INC COM253868103REIT2,437$358,000thousands by filing date
INVESCO LTD SHSG491BT108Stock31,163$356,000thousands by filing date
SILVERCREST ASSET MANAGEME A828359109COMMON STOCK33,854$354,000thousands by filing date
UNIVERSAL LOGISTICS HOLDINGS91388P105COMMON STOCK16,930$353,000thousands by filing date
GEN DIGITAL INC COM668771108Stock16,851$351,000thousands by filing date
USA TRUCK INC902925106COM37,118$351,000thousands by filing date
PATHWARD FINANCIAL INC59100U108COM18,224$350,000thousands by filing date
PATRICK INDS INC703343103COM6,085$350,000thousands by filing date
SYNCHRONYFINL87165B103STOK13,211$346,000thousands by filing date
PUBLIC STORAGE COM74460D109REIT1,543$344,000thousands by filing date
EVERSOURCE ENERGY COM30040W108Stock4,080$341,000thousands by filing date
IRADIMED CORP46266A109COMMON STOCK15,922$340,000thousands by filing date
NORTHERN TR CORP COM665859104Stock4,341$338,000thousands by filing date
JAMES RIV GROUP LTDG5005R107COM7,589$338,000thousands by filing date
PFSWEB INC717098206COM50,556$338,000thousands by filing date
SORRENTO THERAPEUTICS INC83587F202COMMON STOCK30,190$337,000thousands by filing date
BIOTELEMETRY INC090672106COM7,247$330,000thousands by filing date
ULTRA CLEAN HLDGS INC COM90385V107Stock15,247$327,000thousands by filing date
NETAPP INC COM64110D104Stock7,206$316,000thousands by filing date
INTERNATIONAL MONEY EXPRESS46005L101COM21,998$316,000thousands by filing date
SMTC CORP832682207COM NEW87,015$315,000thousands by filing date
EASTMAN CHEM CO COM277432100Stock4,016$314,000thousands by filing date
FIFTH THIRD BANCORP COM316773100Stock14,668$313,000thousands by filing date
PPL CORP COM69351T106Stock11,121$303,000thousands by filing date
DTE ENERGY CO COM233331107Stock2,621$302,000thousands by filing date
VIEMED HEALTHCARE INC92663R105COM34,601$299,000thousands by filing date
FULGENT GENETICS INC359664109COM7,397$296,000thousands by filing date
UNIVERSAL ELECTRS INC913483103COM7,794$294,000thousands by filing date
WHIRLPOOL CORP COM963320106Stock1,596$293,000thousands by filing date
BAKER HUGHES COMPANY CL A05722G100Stock21,916$291,000thousands by filing date
ORION ENERGY SYSTEMS INC686275108COM38,159$289,000thousands by filing date
GARMIN LTD SHSH2906T109Stock3,024$287,000thousands by filing date
LUMINEX CORP55027E102COMMON STOCK10,656$280,000thousands by filing date
PC TEL INC69325Q105COM49,405$280,000thousands by filing date
HASBRO INC COM418056107Stock3,374$279,000thousands by filing date
WESTERN UN CO COM959802109Stock12,950$278,000thousands by filing date
KORU MEDICAL SYSTEMS INC759910102COMMON STOCK38,540$278,000thousands by filing date
NEOPHOTONICS CORP64051T100COM44,999$274,000thousands by filing date
EDISON INTL COM281020107Stock5,348$272,000thousands by filing date
PACKAGING CORP AMER COM695156109Stock2,472$270,000thousands by filing date
PERSONALIS INC71535D106COMMON STOCK12,384$268,000thousands by filing date
HARTFORD INSURANCE GROUP INC COM416515104Stock7,083$261,000thousands by filing date
KEYCORP COM493267108Stock21,481$256,000thousands by filing date
RETROPHIN INC761299106COM13,880$256,000thousands by filing date
SANFILIPPO JOHN B & SON INC800422107COM3,382$255,000thousands by filing date
PARAMOUNT GLOBAL92556H206CLASS B COM8,989$252,000thousands by filing date
SHARPS COMPLIANCE CORP820017101COM40,184$252,000thousands by filing date
SNAP ON INC COM833034101Stock1,702$250,000thousands by filing date
CINCINNATI FINL CORP COM172062101Stock3,174$247,000thousands by filing date
REGIONS FINANCIAL CORP NEW COM7591EP100Stock21,186$244,000thousands by filing date
CITIZENS FINL GROUP INC COM174610105Stock9,554$242,000thousands by filing date
PRINCIPAL FINANCIAL GROUP INC COM74251V102Stock5,908$238,000thousands by filing date
WATSCO INC COM942622200Stock1,021$238,000thousands by filing date
DORIAN LPG LTDY2106R110SHS USD29,585$237,000thousands by filing date
ENTERGY CORP NEW COM29364G103Stock2,391$236,000thousands by filing date
STURM, RUGER & COMPANY INC864159108COM3,824$234,000thousands by filing date
COTERRA ENERGY INC COM127097103Stock13,109$228,000thousands by filing date
ELECTROMED INC285409108COMMON STOCK21,875$228,000thousands by filing date
TRANSMEDICS GROUP INC89377M109COM16,024$221,000thousands by filing date
FENNEC PHARMACEUTICALS INC31447P100COMMON STOCK35,536$215,000thousands by filing date
AGENUS INC00847G705COM NEW52,994$212,000thousands by filing date
CHEMBIO DIAGNOSTICS163572209COM41,293$201,000thousands by filing date
COMPANIA DE MINAS BUENAVENTU204448104SPONSORED ADR16,112$197,000thousands by filing date
HUNTINGTON BANCSHARES INC COM446150104Stock20,594$189,000thousands by filing date
PUMA BIOTECHNOLOGY INC74587V107COMMON STOCK16,927$171,000thousands by filing date
ICAD INC44934S206COM NEW18,376$162,000thousands by filing date
Arbutus Biopharma Corp03879J100Common Shares, without par value50,736$159,000thousands by filing date
YPF SOCIEDAD ANONIMA984245100SPON ADR CL D37,161$133,000thousands by filing date
MOBILE TELESYSTEMS PJSC607409109SPONSORED ADR13,066$114,000thousands by filing date

Amendment chain

FilingRoleFiledAcceptedIngested
13F-HR 0001606587-20-001058this filing2020-10-16acceptance time not in the bulk data set