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13F-HR filed by BOSTON FINANCIAL MANGEMENT LLC

BOSTON FINANCIAL MANGEMENT LLC filed this 13F-HR for the quarter ended 2017-12-31, filed 2018-02-05, with 269 holding rows worth $1,494,204,000.

Accession
0001053055-18-000001
Filed
2018-02-05
Accepted by EDGAR
acceptance time not in the bulk data set
Ingested
Source
SEC quarterly data set

Original filing

13F report for Q4 2017

A holdings report, 269 entries on the cover page, a total value of $1,494,204,000 stated on the cover page (in dollars after the unit check, H1), rows summing to $1,494,205,000 with VALUE read as thousands by filing date, 13F file number 028-06656. 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
Pfizer Inc.717081103COM1,580,223$57,236,000thousands by filing date
Microsoft Corp594918104COM460,098$39,357,000thousands by filing date
Apple Inc037833100COM230,074$38,935,000thousands by filing date
WISDOMTREE TR97717X669US QTLY DIV GRT835,107$34,598,000thousands by filing date
Johnson & Johnson478160104COM232,145$32,435,000thousands by filing date
JPMorgan Chase & Co46625H100COM279,709$29,912,000thousands by filing date
Home Depot, Inc437076102COM130,401$24,715,000thousands by filing date
UnitedHealth Group Inc91324P102COM109,355$24,108,000thousands by filing date
COPART INC COM217204106Stock527,239$22,771,000thousands by filing date
AIR PRODS & CHEMS INC009158106COM128,946$21,157,000thousands by filing date
MATTHEWS PACIFIC TIGER FUND INSTITUTIONAL CLASS577130834Mutual Fund656,334$20,760,000thousands by filing date
Chevron Corporation166764100COM161,662$20,238,000thousands by filing date
Costco Wholesale Corporation22160K105COM107,714$20,048,000thousands by filing date
LUXOTTICA GROUP SPA ADR55068R202SPONS ADR317,838$19,442,000thousands by filing date
MasterCard, Inc57636Q104COM126,891$19,206,000thousands by filing date
CARTERS INC146229109COM149,490$17,564,000thousands by filing date
OPENLANE INC48238T109COM346,133$17,483,000thousands by filing date
3M CO COM88579Y101Stock73,757$17,360,000thousands by filing date
Bank of America Corp060505104COM584,055$17,241,000thousands by filing date
EXXON MOBIL CORP30231G102COM206,022$17,232,000thousands by filing date
WATSCO INC COM942622200Stock100,782$17,137,000thousands by filing date
COGENT COMMUNICATIONS GROUP19239V302COM NEW376,031$17,034,000thousands by filing date
Qualcomm Incorporated747525103COM264,155$16,911,000thousands by filing date
BLACKROCK INC CL A COM09247X101COM32,599$16,746,000thousands by filing date
ISHARES TR464287465MSCI EAFE ETF236,452$16,625,000thousands by filing date
SHERWIN WILLIAMS CO824348106COM40,364$16,551,000thousands by filing date
WATERS CORP COM941848103Stock83,398$16,112,000thousands by filing date
Visa Inc92826C839COM141,147$16,094,000thousands by filing date
PepsiCo,Inc.713448108COM129,036$15,474,000thousands by filing date
iShares Russell 2000 ETF464287655SHS99,173$15,120,000thousands by filing date
Gilead Sciences,Inc.375558103COM206,478$14,792,000thousands by filing date
SPDR SERIES TRUST78464A474ST SHOR CORP ETF484,510$14,739,000thousands by filing date
Automatic Data Processing,Inc.053015103COM124,805$14,626,000thousands by filing date
Procter & Gamble Co742718109COM158,914$14,601,000thousands by filing date
MOODYS CORP COM615369105Stock97,216$14,350,000thousands by filing date
HERSHEY CO COM427866108Stock124,208$14,099,000thousands by filing date
CME Group Inc. Class A12572Q105COM96,451$14,087,000thousands by filing date
LIVE NATION ENTERTAINMENT INC COM538034109Stock327,961$13,961,000thousands by filing date
CONSTELLATION SOFTWARE INC21037X100COM22,127$13,413,000thousands by filing date
HENRY JACK & ASSOC INC426281101COM113,758$13,305,000thousands by filing date
CROWN CASTLE INC COM22822V101REIT115,380$12,808,000thousands by filing date
BROADRIDGE FINL SOLUTIONS INC COM11133T103Stock141,075$12,779,000thousands by filing date
GOLDMAN SACHS ETF TR381430107ACTIVEBETA INT409,561$12,287,000thousands by filing date
BECTON DICKINSON & CO075887109COM56,985$12,198,000thousands by filing date
NOVO-NORDISK A S ADR670100205ADR219,500$11,781,000thousands by filing date
EVERSOURCE ENERGY COM30040W108Stock178,453$11,275,000thousands by filing date
DIAGEO PLC SPON ADR NEW25243Q205ADR76,015$11,100,000thousands by filing date
INGREDION INC COM457187102Stock79,201$11,072,000thousands by filing date
DODGE & COX INT'L256206103IFD236,506$10,955,000thousands by filing date
FAIR ISAAC CORP COM303250104Stock70,809$10,848,000thousands by filing date
IJH464287507COM57,021$10,821,000thousands by filing date
Alphabet Inc. Reg. Shares C02079K107COM10,273$10,750,000thousands by filing date
ILLINOIS TOOL WKS INC452308109COM63,480$10,592,000thousands by filing date
STERIS PLCG84720104SHS USD119,950$10,492,000thousands by filing date
KRAFT HEINZ CO COM500754106Stock134,673$10,472,000thousands by filing date
Amazon.com, Inc023135106COM8,782$10,270,000thousands by filing date
AbbVie,Inc.00287Y109COM103,878$10,046,000thousands by filing date
Lockheed Martin Corporation539830109COM30,844$9,902,000thousands by filing date
VERISIGN INC COM92343E102Stock86,514$9,901,000thousands by filing date
NextEra Energy,Inc.65339F101COM63,004$9,841,000thousands by filing date
Wasatch Emerging936793736MF2,974,809$9,609,000thousands by filing date
ROSS STORES INC COM778296103Stock117,552$9,434,000thousands by filing date
VANGUARD SCOTTSDALE FDS92206C409COM117,423$9,312,000thousands by filing date
REPUBLIC SVCS INC COM760759100Stock131,212$8,871,000thousands by filing date
NORDSON CORP655663102COM60,241$8,819,000thousands by filing date
EXPEDITORS INTL WASH INC COM302130109Stock132,383$8,564,000thousands by filing date
Adobe Inc00724F101COM47,428$8,311,000thousands by filing date
FIRST REPUBLIC BANK/SAN FRANCI33616C100COM90,724$7,860,000thousands by filing date
BROADCOM LTDY09827109SHS30,497$7,835,000thousands by filing date
ISHARES RUSSELL 1000 ETF464287622ETF52,296$7,772,000thousands by filing date
WALGREENS BOOTS ALLIANCE INC931427108COM103,547$7,520,000thousands by filing date
ISHARESRUSSELL1000GROWTHETF464287614STOK52,022$7,006,000thousands by filing date
AMDOCS LTDG02602103SHS106,824$6,995,000thousands by filing date
EMERSON ELEC CO COM291011104Stock98,657$6,875,000thousands by filing date
iShares Core S&P Small-Cap ETF464287804SHS88,853$6,825,000thousands by filing date
ARAMARK COM03852U106Stock156,871$6,705,000thousands by filing date
SCOTTS MIRACLE-GRO CO810186106CL A62,400$6,676,000thousands by filing date
Alphabet Inc. Reg. Shares A02079K305COM6,211$6,543,000thousands by filing date
PTC INC COM69370C100Stock106,310$6,460,000thousands by filing date
V F CORP COM918204108Stock85,870$6,354,000thousands by filing date
NIKE,Inc. Class B654106103COM100,541$6,289,000thousands by filing date
Danaher Corporation235851102COM66,338$6,157,000thousands by filing date
GTT COMMUNICATIONS INC362393100COM129,754$6,092,000thousands by filing date
Union Pacific Corporation907818108COM44,487$5,966,000thousands by filing date
WASATCH FDS TR936793884EMRG MKTS SCAP1,844,779$5,940,000thousands by filing date
NOVOZYMES A/S-UNSPONS ADR670108109COM99,140$5,662,000thousands by filing date
Vanguard Dividend Appreciation ETF921908844SHS55,310$5,643,000thousands by filing date
FASTENAL CO COM311900104Stock100,561$5,500,000thousands by filing date
American Tower Corporation03027X100COM37,682$5,376,000thousands by filing date
FIDELITY NATIONAL FINANCIAL31620R303FNF GROUP COM135,586$5,320,000thousands by filing date
Merck & Co.,Inc.58933Y105COM94,393$5,311,000thousands by filing date
Berkshire Hathaway Inc084670702COM26,691$5,291,000thousands by filing date
Abbott Laboratories002824100COM91,596$5,227,000thousands by filing date
Comcast Corp20030N101COM125,583$5,030,000thousands by filing date
Wells Fargo & Company949746101COM82,267$4,991,000thousands by filing date
PRAXAIR INC74005P104COM31,869$4,929,000thousands by filing date
SUN LIFE FINANCIAL INC. COM866796105Stock114,985$4,745,000thousands by filing date
DANONE SPONSORED ADR23636T100COM273,645$4,589,000thousands by filing date
COLGATE PALMOLIVE CO COM194162103Stock60,151$4,538,000thousands by filing date
UNITED TECHNOLOGIES CORP913017109COM35,406$4,517,000thousands by filing date
PRICESMART INC COM741511109Stock51,676$4,449,000thousands by filing date
GENERAL ELEC CO369604103COM254,529$4,442,000thousands by filing date
Amgen Inc.031162100COM24,071$4,186,000thousands by filing date
RPM INTL INC COM749685103Stock79,386$4,161,000thousands by filing date
ASTRAZENECA PLC SPONSORED ADR046353108ADR114,802$3,984,000thousands by filing date
Philip Morris International Inc.718172109COM37,275$3,938,000thousands by filing date
Stryker Corporation863667101COM25,270$3,913,000thousands by filing date
SPY78462F103SHS14,049$3,749,000thousands by filing date
ABB LTD-ADR000375204SPONSORED ADR139,186$3,733,000thousands by filing date
COGNIZANT TECHNOLOGY SOLUTIONS CL A192446102Stock52,003$3,693,000thousands by filing date
Intel Corp458140100COM79,337$3,662,000thousands by filing date
CVS Health Corporation126650100COM49,409$3,582,000thousands by filing date
Thermo Fisher Scientific Inc.883556102COM18,394$3,493,000thousands by filing date
McDonalds Corporation580135101COM20,092$3,458,000thousands by filing date
Columbia Acorn197199631MF71,348$3,321,000thousands by filing date
UNILEVER PLC904767704SPON ADR NEW59,684$3,303,000thousands by filing date
Vanguard Short-Term Bond ETF921937827SHS40,630$3,214,000thousands by filing date
ISHARES TR464287457COM38,179$3,201,000thousands by filing date
Financial Select Sector SPDR Fund81369Y605SHS110,179$3,075,000thousands by filing date
Coca-Cola Company191216100COM64,986$2,982,000thousands by filing date
Cisco Systems,Inc.17275R102COM76,940$2,947,000thousands by filing date
American Express Company025816109COM27,891$2,770,000thousands by filing date
MATTHEWS ASIA FDS577125867EMRG MKTS INSTIT117,789$2,693,000thousands by filing date
TEMPLETON EMERGING MARKETS SMALL CAP88019R690COMMON157,495$2,403,000thousands by filing date
AT&T Inc00206R102COM61,457$2,389,000thousands by filing date
KIMBERLY-CLARK CORP COM494368103Stock18,933$2,284,000thousands by filing date
Oracle Corporation68389X105COM47,840$2,262,000thousands by filing date
International Business Machines Corporation459200101COM14,533$2,230,000thousands by filing date
ECOLAB INC COM278865100Stock16,474$2,210,000thousands by filing date
MCCORMICK & CO INC COM NON VTG579780206Stock21,635$2,205,000thousands by filing date
Vanguard Real Estate922908553SHS26,462$2,196,000thousands by filing date
CERNER CORP156782104COM32,108$2,164,000thousands by filing date
Boeing Company097023105COM6,919$2,040,000thousands by filing date
DOWDUPONT INC26078J100COM28,647$2,040,000thousands by filing date
MAGELLAN MIDSTREAM PARTNERS, L559080106COM UNIT RP LP27,895$1,979,000thousands by filing date
Schlumberger Limited806857108COM29,236$1,970,000thousands by filing date
META PLATFORMS INC CL A30303M102COM10,999$1,941,000thousands by filing date
MONSANTO CO NEW61166W101COM16,620$1,941,000thousands by filing date
PNC FINL SVCS GROUP INC COM693475105Stock13,175$1,901,000thousands by filing date
VWO922042858SHS41,053$1,885,000thousands by filing date
Verizon Communications Inc92343V104COM34,822$1,843,000thousands by filing date
OPPENHEIMER INTERNATIONAL GROWTH FD-CL A68380L100Com41,860$1,838,000thousands by filing date
SYSCOCORP871829107COM29,540$1,794,000thousands by filing date
FRANKLIN SMALL CAP GROWTH ADV354713653MF/ETF74,131$1,744,000thousands by filing date
RAYTHEON CO755111507COM NEW8,408$1,579,000thousands by filing date
Chubb LimitedH1467J104COM10,628$1,553,000thousands by filing date
WELLTOWER INC COM95040Q104REIT23,155$1,477,000thousands by filing date
TORCHMARK CORP891027104COM15,966$1,448,000thousands by filing date
COLUMBIA ACORN INTERNATIONAL FUND197199813COMMON30,965$1,442,000thousands by filing date
BANK OF NY MELLON CORP COM064058100Stock26,579$1,432,000thousands by filing date
Bristol-Myers Squibb Company110122108COM23,324$1,429,000thousands by filing date
SEI INVTS CO COM784117103Stock19,130$1,375,000thousands by filing date
SPDR S&P Midcap 400 ETF Trust78467Y107SHS3,878$1,339,000thousands by filing date
Walt Disney Co254687106COM12,100$1,301,000thousands by filing date
FIDELITY CONTRAFUND316071109MFD10,623$1,301,000thousands by filing date
OMNICOM GROUP INC COM681919106Stock17,700$1,289,000thousands by filing date
Walmart Inc.931142103COM12,647$1,249,000thousands by filing date
Vanguard FTSE All-World ex-US ETF922042775SHS21,792$1,192,000thousands by filing date
BERKSHIRE HATHAWAY INC DEL084670108CL A4$1,190,000thousands by filing date
Southern Company842587107COM24,400$1,173,000thousands by filing date
PUBLIC STORAGE COM74460D109REIT5,536$1,157,000thousands by filing date
STATE STR CORP COM857477103Stock11,429$1,116,000thousands by filing date
EATON VANCE CORP278265103COM NON VTG19,124$1,078,000thousands by filing date
ROPER TECHNOLOGIES INC COM776696106Stock4,127$1,069,000thousands by filing date
FORTIVE CORP COM34959J108Stock14,662$1,061,000thousands by filing date
MATTHEWS INTL FDS PAC TIGER FD577130107mf32,804$1,039,000thousands by filing date
ANADARKO PETROLEUM CORP032511107COM19,318$1,036,000thousands by filing date
Medtronic PlcG5960L103COM12,255$990,000thousands by filing date
AVALONBAY CMNTYS INC COM053484101REIT5,524$986,000thousands by filing date
AFLAC INC COM001055102Stock11,152$979,000thousands by filing date
Altria Group Inc02209S103COM13,136$938,000thousands by filing date
DOMINION ENERGY INC COM25746U109Stock10,910$884,000thousands by filing date
FIRST TRUST ENERGY INCOME AND33738G104COM31,684$840,000thousands by filing date
Lowes Companies,Inc.548661107COM8,925$829,000thousands by filing date
NOVARTIS AG SPONSORED ADR66987V109ADR9,680$813,000thousands by filing date
NEWMONT CORP651639106COM21,000$788,000thousands by filing date
TRACTOR SUPPLY CO COM892356106Stock10,000$748,000thousands by filing date
Honeywell Technologies438516106COM4,832$741,000thousands by filing date
INDEPENDENT BK CORP MASS453836108COM10,287$719,000thousands by filing date
Vanguard Intermediate-Term Corporate Bond ETF92206C870SHS8,127$710,000thousands by filing date
Accenture Plc Class AG1151C101COM4,490$687,000thousands by filing date
ISHARES TR464287234MSCI EMG MKT ETF14,342$676,000thousands by filing date
VANGUARD TTL STK MKT ADM922908728MFD9,712$648,000thousands by filing date
GENERAL MILLS INC COM370334104Stock10,828$642,000thousands by filing date
UNILEVER N V904784709N Y SHS NEW11,300$636,000thousands by filing date
ROYAL DUTCH SHELL PLC SPN ADR780259206SPONS ADR A9,245$617,000thousands by filing date
iShares Gold Trust464285105ISHARES49,239$616,000thousands by filing date
OPPENHEIMER68380L407MUTUAL FUNDS -14,114$616,000thousands by filing date
1/100 Berkshire Hath A084990175BRKA200$595,000thousands by filing date
TJX Companies Inc872540109COM7,719$590,000thousands by filing date
Pilgrim Bancshares Inc72143J105com30,000$572,000thousands by filing date
Duke Energy Corporation26441C204COM6,470$544,000thousands by filing date
Caterpillar Inc.149123101COM3,300$520,000thousands by filing date
CHECK POINT SOFTWARE TECH LTD ORDM22465104Stock4,830$500,000thousands by filing date
United Parcel Service,Inc. Class B911312106COM4,181$498,000thousands by filing date
iShares S&P 500 Growth ETF464287309SHS3,228$493,000thousands by filing date
FISERV INC337738108COM3,590$471,000thousands by filing date
Deere & Company244199105COM2,953$462,000thousands by filing date
TARGET CORP COM87612E106Stock6,980$455,000thousands by filing date
Vanguard Small-Cap ETF922908751SHS3,060$452,000thousands by filing date
Intuit Inc.461202103COM2,725$430,000thousands by filing date
CIGNA CORPORATION125509109COM2,111$429,000thousands by filing date
iShares Silver Trust46428Q109COM26,180$419,000thousands by filing date
VANGUARD INDEX FDS922908637LARGE CAP ETF3,419$419,000thousands by filing date
INCOME FUND OF AMERICA INC453320103Mixed Assets, World Allocation17,784$416,000thousands by filing date
Eli Lilly and Company532457108COM4,909$415,000thousands by filing date
GLAXOSMITHKLINE PLC-ADR37733W105SPONSORED ADR11,555$410,000thousands by filing date
VTI922908769COM2,948$405,000thousands by filing date
ISHARES TR464288638ISHS 5-10YR INVT3,702$404,000thousands by filing date
GENERAL DYNAMICS CORP COM369550108Stock1,951$397,000thousands by filing date
PRIMECAP ODYSSEY AGGRESSIVE GROWTH74160Q202EQUITY FUNDS8,920$395,000thousands by filing date
BP PLC SPONSORED ADR055622104ADR9,382$394,000thousands by filing date
NORFOLK SOUTHN CORP COM655844108Stock2,657$385,000thousands by filing date
PAYPALHLDGSINC70450Y103STOK4,982$367,000thousands by filing date
FEDEX CORP COM31428X106Stock1,470$367,000thousands by filing date
Mondelez International,Inc. Class A609207105COM8,511$364,000thousands by filing date
Matthews Asia Small Companies577125206EQ FDS15,802$362,000thousands by filing date
ANHEUSER BUSCH INBEV SA NV SPONSORED ADR03524A108ADR3,225$360,000thousands by filing date
VANECK ETF TRUST92189F791JUNIOR GOLD MINE10,500$358,000thousands by filing date
BRUCE FUND INC116650102MF/ETF670$352,000thousands by filing date
SPDR GOLD TR78463V107GOLD SHS2,795$346,000thousands by filing date
PPG INDS INC COM693506107Stock2,950$345,000thousands by filing date
Waste Management, Inc.94106L109COM3,826$330,000thousands by filing date
Starbucks Corporation855244109COM5,639$324,000thousands by filing date
SPDR INDEX SHS FDS78463X756S&P EMKTSC ETF6,230$324,000thousands by filing date
BARRICK GOLD CORP067901108COM22,000$318,000thousands by filing date
HANOVER INS GROUP INC COM410867105Stock2,917$315,000thousands by filing date
WILLIAMS PARTNERS L P NEW96949L105COM UNIT LTD PAR8,040$312,000thousands by filing date
CDK GLOBAL INC12508E101COM4,361$311,000thousands by filing date
EOG RES INC COM26875P101Stock2,780$300,000thousands by filing date
DUNKIN BRANDS GROUP INC265504100COM4,275$276,000thousands by filing date
BAXTER INTL INC071813109COM4,250$275,000thousands by filing date
ENTERPRISE PRODS PARTNERS L293792107COM10,300$273,000thousands by filing date
BUCKEYE PARTNERS LP (BPL)118230101UNIT LTD PARTN5,500$273,000thousands by filing date
T. ROWE PRICE BLUE CHIP GROWTH77954Q106NTF EQUITY FUNDS2,800$270,000thousands by filing date
Vanguard FTSE Developed Markets ETF921943858SHS5,993$269,000thousands by filing date
SMUCKER J M CO832696405COM NEW2,145$266,000thousands by filing date
Spectra Energy Partners84756N109COM6,600$261,000thousands by filing date
BAIDU INC SPON ADR REP A056752108ADR1,100$258,000thousands by filing date
DOVER CORP COM260003108Stock2,450$247,000thousands by filing date
WEC ENERGY GROUP INC COM92939U106Stock3,610$240,000thousands by filing date
NORTHROP GRUMMAN CORP COM666807102Stock783$240,000thousands by filing date
CORNING INC219350105COM7,440$238,000thousands by filing date
CELANESE CORP DEL COM150870103Stock2,158$231,000thousands by filing date
Applied Materials,Inc.038222105COM4,500$230,000thousands by filing date
FIDELITY GROWTH FD316200104MFD1,279$229,000thousands by filing date
ESTERLINE TECHNOLOGIES CORP297425100COM3,033$227,000thousands by filing date
CHURCH & DWIGHT CO INC COM171340102Stock4,500$226,000thousands by filing date
ENERGY TRANSFER PARTNERS LP29278N103UNIT LTD PRT INT12,600$226,000thousands by filing date
CONSTELLATION BRANDS INC CL A21036P108Stock985$225,000thousands by filing date
AQUILA MUN TR NARRAGANSETT Y03842A830MF/ETF20,699$223,000thousands by filing date
RED HAT INC756577102COM1,812$218,000thousands by filing date
YUM BRANDS INC COM988498101Stock2,665$217,000thousands by filing date
ISHARES TR CORE S&P 500 ETF464287200SHS791$213,000thousands by filing date
Longleaf Partners Fds Tr Small543069207COM7,450$206,000thousands by filing date
CULLEN FROST BANKERS INC COM229899109Stock2,150$203,000thousands by filing date
CSX Corporation126408103COM3,680$202,000thousands by filing date
iShares TIPS Bond ETF464287176SHS1,767$202,000thousands by filing date
ISHARES RUSSELL MID-CAP VALUE ETF464287473ETF2,252$201,000thousands by filing date
AMERICA MOVIL SA DE CV-ADR02364W105SPON ADR L SHS11,334$194,000thousands by filing date
INVIVO THERAPEUTICS HLDGS CO46186M209COM NEW42,424$33,000thousands by filing date
ORGANOVO HOLDINGS INC68620A104COMMON10,500$14,000thousands by filing date
TITAN MEDICAL INC.88830X108COM20,000$6,000thousands by filing date
ZENOSENSE INC XXXREGISTRATION REVOKED BY THE SEC EFF: 09/22/23989424205COMMON STOCK11,000$4,000thousands by filing date
ENVISION SOLAR INTERNATIONAL I29413Q102COM26,957$4,000thousands by filing date
SKINNY NUTRITIONAL CORP830695102COM101,000$0thousands by filing dateValue filed as zero, left out of ratios.
Green Energy Res Inc Comm39303P106COM2,000,000$0thousands by filing dateValue filed as zero, left out of ratios.
PARADIGM MED INDS INC69900Q884COM10,000$0thousands by filing dateValue filed as zero, left out of ratios.
RENEURON GROUP PLC -G7489A105COM25,000$0thousands by filing dateValue filed as zero, left out of ratios.

Amendment chain

FilingRoleFiledAcceptedIngested
13F-HR 0001053055-18-000001this filing2018-02-05acceptance time not in the bulk data set