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13F-HR filed by WELLS FARGO & COMPANY/MN

WELLS FARGO & COMPANY/MN filed this 13F-HR for the quarter ended 2018-03-31, filed 2018-05-02, with 6,636 holding rows worth $337,898,854,000.

Accession
0000072971-18-000322
Filed
2018-05-02
Accepted by EDGAR
acceptance time not in the bulk data set
Ingested
Source
SEC quarterly data set

Original filing

13F report for Q1 2018

A holdings report, 21,308 entries on the cover page, a total value of $337,898,854,000 stated on the cover page (in dollars after the unit check, H1), rows summing to $337,898,854,000 with VALUE read as thousands by filing date, 13F file number 028-00165. 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
ISHARES TR CORE S&P 500 ETF464287200SHS32,529,996$8,632,486,000thousands by filing date
Microsoft Corp594918104COM62,630,904$5,716,323,000thousands by filing date
Vanguard FTSE Developed Markets ETF921943858SHS114,512,618$5,067,183,000thousands by filing date
VWO922042858SHS105,905,220$4,975,426,000thousands by filing date
Apple Inc037833100COM26,945,711$4,520,952,000thousands by filing date
iShares Russell 2000 ETF464287655SHS28,989,083$4,401,413,000thousands by filing date
SPY78462F103SHS16,255,523$4,277,640,000thousands by filing date
IJH464287507COM19,585,535$3,673,659,000thousands by filing date
iShares Core US Aggregate Bond ETF464287226SHS33,666,880$3,610,772,000thousands by filing date
Vanguard Real Estate922908553SHS47,813,295$3,608,470,000thousands by filing date
Amazon.com, Inc023135106COM2,146,238$3,106,335,000thousands by filing date
JPMorgan Chase & Co46625H100COM28,124,024$3,092,799,000thousands by filing date
Johnson & Johnson478160104COM23,098,191$2,960,033,000thousands by filing date
Cisco Systems,Inc.17275R102COM63,806,789$2,736,674,000thousands by filing date
Home Depot, Inc437076102COM13,763,560$2,453,216,000thousands by filing date
ISHARES TR464287465MSCI EAFE ETF30,234,768$2,106,758,000thousands by filing date
EXXON MOBIL CORP30231G102COM27,226,751$2,031,388,000thousands by filing date
Alphabet Inc. Reg. Shares A02079K305COM1,930,244$2,001,932,000thousands by filing date
Alphabet Inc. Reg. Shares C02079K107COM1,839,268$1,897,738,000thousands by filing date
AT&T Inc00206R102COM52,693,723$1,878,531,000thousands by filing date
META PLATFORMS INC CL A30303M102COM11,477,657$1,834,015,000thousands by filing date
Intel Corp458140100COM34,827,611$1,813,822,000thousands by filing date
iShares Core S&P Small-Cap ETF464287804SHS23,291,622$1,793,689,000thousands by filing date
Procter & Gamble Co742718109COM21,526,819$1,706,647,000thousands by filing date
UnitedHealth Group Inc91324P102COM7,703,419$1,648,533,000thousands by filing date
Chevron Corporation166764100COM14,294,107$1,630,100,000thousands by filing date
3M CO COM88579Y101Stock7,152,222$1,570,054,000thousands by filing date
SPDR INDEX SHS FDS78463X863ST DOW INTL ETF38,148,269$1,526,694,000thousands by filing date
Visa Inc92826C839COM12,717,985$1,521,327,000thousands by filing date
Merck & Co.,Inc.58933Y105COM27,827,899$1,515,786,000thousands by filing date
PepsiCo,Inc.713448108COM13,836,985$1,510,307,000thousands by filing date
Pfizer Inc.717081103COM41,834,905$1,484,721,000thousands by filing date
McDonalds Corporation580135101COM9,367,727$1,464,925,000thousands by filing date
Boeing Company097023105COM4,366,560$1,431,709,000thousands by filing date
NextEra Energy,Inc.65339F101COM8,675,088$1,416,902,000thousands by filing date
Vanguard Intermediate-Term Corporate Bond ETF92206C870SHS16,610,212$1,409,211,000thousands by filing date
iShares Russell Midcap ETF464287499SHS6,818,627$1,407,637,000thousands by filing date
ILLINOIS TOOL WKS INC452308109COM8,857,874$1,387,675,000thousands by filing date
ISHARES TR464287606S&P MC 400GR ETF6,327,347$1,381,449,000thousands by filing date
Comcast Corp20030N101COM40,045,805$1,368,365,000thousands by filing date
Verizon Communications Inc92343V104COM28,210,091$1,349,007,000thousands by filing date
Berkshire Hathaway Inc084670702COM6,726,217$1,341,747,000thousands by filing date
GENERAL DYNAMICS CORP COM369550108Stock6,033,010$1,332,691,000thousands by filing date
iShares Core MSCI EAFE ETF46432F842SHS19,930,837$1,313,043,000thousands by filing date
Vanguard Total Bond Market ETF921937835SHS16,271,169$1,300,554,000thousands by filing date
Financial Select Sector SPDR Fund81369Y605SHS45,547,307$1,255,740,000thousands by filing date
Walmart Inc.931142103COM13,684,955$1,217,552,000thousands by filing date
Abbott Laboratories002824100COM20,191,208$1,209,857,000thousands by filing date
UNITED TECHNOLOGIES CORP913017109COM9,605,882$1,208,613,000thousands by filing date
AbbVie,Inc.00287Y109COM12,712,294$1,203,219,000thousands by filing date
International Business Machines Corporation459200101COM7,829,475$1,201,276,000thousands by filing date
PowerShares QQQ Trust Unit Ser73935A104COM7,145,633$1,144,231,000thousands by filing date
iShares S&P Mid-Cap 400 Value ETF464287705SHS7,320,711$1,131,050,000thousands by filing date
USBANCORPDEL902973304COM NEW22,309,824$1,126,646,000thousands by filing date
Medtronic PlcG5960L103COM13,941,900$1,118,419,000thousands by filing date
ISHARES TR464287234MSCI EMG MKT ETF22,844,673$1,102,941,000thousands by filing date
Walt Disney Co254687106COM10,938,556$1,098,669,000thousands by filing date
Amgen Inc.031162100COM6,433,364$1,096,761,000thousands by filing date
Vanguard Intermediate-Term Bond ETF921937819SHS13,312,100$1,088,530,000thousands by filing date
iShares S&P 500 Growth ETF464287309SHS6,955,846$1,078,643,000thousands by filing date
BLACKROCK INC CL A COM09247X101COM1,958,633$1,061,031,000thousands by filing date
Union Pacific Corporation907818108COM7,889,139$1,060,538,000thousands by filing date
Lockheed Martin Corporation539830109COM3,122,100$1,055,051,000thousands by filing date
Automatic Data Processing,Inc.053015103COM9,274,038$1,052,418,000thousands by filing date
Accenture Plc Class AG1151C101COM6,843,704$1,050,508,000thousands by filing date
Lowes Companies,Inc.548661107COM11,477,908$1,007,189,000thousands by filing date
Vanguard Short-Term Bond ETF921937827SHS12,811,348$1,004,923,000thousands by filing date
Technology Select Sector SPDR Fund81369Y803SHS15,034,866$983,581,000thousands by filing date
TARGET CORP COM87612E106Stock13,765,434$955,736,000thousands by filing date
DOWDUPONT INC26078J100COM14,955,761$952,831,000thousands by filing date
United Parcel Service,Inc. Class B911312106COM8,782,227$919,147,000thousands by filing date
Health Care Select Sector SPDR Fund81369Y209SHS11,252,124$915,923,000thousands by filing date
Bank of America Corp060505104COM30,435,207$912,753,000thousands by filing date
Citigroup Inc.172967424COM13,318,373$898,990,000thousands by filing date
Philip Morris International Inc.718172109COM9,006,584$895,253,000thousands by filing date
SELECT SECTOR SPDR TR81369Y407SBI CONS DISCR8,794,386$890,783,000thousands by filing date
MICROCHIP TECHNOLOGY INC. COM595017104Stock9,590,913$876,226,000thousands by filing date
ISHARESRUSSELL1000GROWTHETF464287614STOK6,438,298$876,188,000thousands by filing date
Coca-Cola Company191216100COM19,984,775$867,939,000thousands by filing date
VTI922908769COM6,288,477$853,471,000thousands by filing date
SPDR S&P Midcap 400 ETF Trust78467Y107SHS2,491,977$851,583,000thousands by filing date
NIKE,Inc. Class B654106103COM12,713,154$844,663,000thousands by filing date
HARRIS CORP INC413875105COM5,114,902$824,932,000thousands by filing date
SELECT SECTOR SPDR TR81369Y704INDL11,088,763$823,785,000thousands by filing date
Altria Group Inc02209S103COM13,178,953$821,312,000thousands by filing date
PHILLIPS 66 COM718546104Stock8,462,731$811,745,000thousands by filing date
NORFOLK SOUTHN CORP COM655844108Stock5,940,819$806,645,000thousands by filing date
AMERICAN ELEC PWR CO INC COM025537101Stock11,681,716$801,249,000thousands by filing date
iShares S&P 500 Value ETF464287408SHS7,257,864$793,575,000thousands by filing date
MasterCard, Inc57636Q104COM4,526,210$792,811,000thousands by filing date
Texas Instruments Incorporated882508104COM7,618,947$791,533,000thousands by filing date
Analog Devices,Inc.032654105COM8,608,728$784,513,000thousands by filing date
BECTON DICKINSON & CO075887109COM3,587,601$777,431,000thousands by filing date
SYSCOCORP871829107COM12,712,492$762,240,000thousands by filing date
Costco Wholesale Corporation22160K105COM4,008,261$755,275,000thousands by filing date
Gilead Sciences,Inc.375558103COM9,999,386$753,854,000thousands by filing date
VANGUARD SCOTTSDALE FDS92206C409COM9,452,156$741,333,000thousands by filing date
Chubb LimitedH1467J104COM5,384,846$736,485,000thousands by filing date
ISHARES TR464288281JPMORGAN USD EMG6,402,403$722,320,000thousands by filing date
AIR PRODS & CHEMS INC009158106COM4,531,091$720,580,000thousands by filing date
AFLAC INC COM001055102Stock16,407,510$717,993,000thousands by filing date
POWERSHARES73936T573EXCHANGE TRADED25,329,412$714,036,000thousands by filing date
iShares Core MSCI Emerging Markets ETF46434G103SHS12,216,556$713,448,000thousands by filing date
COLGATE PALMOLIVE CO COM194162103Stock9,886,686$708,678,000thousands by filing date
PNC FINL SVCS GROUP INC COM693475105Stock4,671,120$706,459,000thousands by filing date
Vanguard S&P 500 ETF922908363COM2,900,361$702,119,000thousands by filing date
Honeywell Technologies438516106COM4,774,110$689,907,000thousands by filing date
STANLEY BLACK & DECKER INC COM854502101Stock4,494,819$688,606,000thousands by filing date
Vanguard Mid-Cap ETF922908629SHS4,457,051$687,322,000thousands by filing date
V F CORP COM918204108Stock9,138,244$677,327,000thousands by filing date
EMERSON ELEC CO COM291011104Stock9,845,193$672,427,000thousands by filing date
PRAXAIR INC74005P104COM4,636,067$668,984,000thousands by filing date
Qualcomm Incorporated747525103COM12,030,961$666,636,000thousands by filing date
Thermo Fisher Scientific Inc.883556102COM3,198,908$660,446,000thousands by filing date
ALIBABA GROUP HLDG LTD01609W102SPONSORED ADS3,582,254$657,487,000thousands by filing date
ISHARES TR464288513IBOXX HI YD ETF7,615,258$652,170,000thousands by filing date
CME Group Inc. Class A12572Q105COM3,993,786$645,953,000thousands by filing date
PAYPALHLDGSINC70450Y103STOK8,480,637$643,427,000thousands by filing date
NOVARTIS AG SPONSORED ADR66987V109ADR7,843,867$634,177,000thousands by filing date
Salesforce.com, Inc79466L302COM5,436,044$632,212,000thousands by filing date
KIMBERLY-CLARK CORP COM494368103Stock5,723,670$630,346,000thousands by filing date
iShares MBS ETF464288588SHS5,997,827$627,612,000thousands by filing date
Schlumberger Limited806857108COM9,509,296$616,011,000thousands by filing date
CLOROX CO DEL189054109COM4,596,606$611,855,000thousands by filing date
American Tower Corporation03027X100COM4,145,615$602,523,000thousands by filing date
TAIWAN SEMICONDUCTOR MFG874039100SPONSORED ADS13,511,754$591,274,000thousands by filing date
iShares TIPS Bond ETF464287176SHS5,209,457$588,929,000thousands by filing date
INTERNATIONAL PAPER CO COM460146103Stock10,916,502$583,270,000thousands by filing date
CVS Health Corporation126650100COM9,346,551$581,448,000thousands by filing date
Oracle Corporation68389X105COM12,330,997$564,144,000thousands by filing date
Waste Management, Inc.94106L109COM6,686,983$562,510,000thousands by filing date
ISHARES RUSSELL 1000 VALUE ETF464287598ETF4,643,107$556,986,000thousands by filing date
TJX Companies Inc872540109COM6,611,177$539,208,000thousands by filing date
Netflix, Inc64110L106COM1,792,105$529,298,000thousands by filing date
Vanguard Small-Cap ETF922908751SHS3,596,184$528,352,000thousands by filing date
Bristol-Myers Squibb Company110122108COM8,277,880$523,577,000thousands by filing date
GENERAL ELEC CO369604103COM38,627,495$520,700,000thousands by filing date
DIAGEO PLC SPON ADR NEW25243Q205ADR3,825,832$518,095,000thousands by filing date
Starbucks Corporation855244109COM8,804,114$509,670,000thousands by filing date
CELGENE CORP151020104COM5,680,984$506,802,000thousands by filing date
PAYCHEX INC704326107COM8,227,993$506,762,000thousands by filing date
Adobe Inc00724F101COM2,345,096$506,729,000thousands by filing date
VANGUARD INTL EQUITY INDEX F922042676COM8,306,683$506,043,000thousands by filing date
ISHARES TR464287168COM5,168,520$491,629,000thousands by filing date
ZOETIS INC CL A98978V103Stock5,845,480$488,156,000thousands by filing date
ISHARES RUSSELL MID-CAP GROWTH ETF464287481ETF3,960,267$486,915,000thousands by filing date
SPDR INDEX SHS FDS78463X749ST DOW GLOBA ETF10,324,784$477,728,000thousands by filing date
STATE STR SPDR DOW JONES IND78467X109UT SER 11,960,547$473,276,000thousands by filing date
AETNA INC NEW00817Y108COM2,797,748$472,819,000thousands by filing date
HUMANA INC COM444859102Stock1,725,534$463,874,000thousands by filing date
WEC ENERGY GROUP INC COM92939U106Stock7,383,689$462,959,000thousands by filing date
Guggenheim S&P 500 Equal Weighted ETf78355W106Equity4,622,781$459,874,000thousands by filing date
WALGREENS BOOTS ALLIANCE INC931427108COM6,895,309$451,437,000thousands by filing date
SPDR SERIES TRUST BLOOMBERG BR78464A417BLOOMBERG BRCLYS12,406,973$444,789,000thousands by filing date
WASTE CONNECTIONS INC COM94106B101Stock6,196,219$444,517,000thousands by filing date
BROADCOM LTDY09827109SHS1,867,120$439,988,000thousands by filing date
FIDELITY NATL INFORMATION SVCS COM31620M106Stock4,475,387$430,980,000thousands by filing date
ISHARES TR4642874407-10 YR TRSY BD4,174,127$430,727,000thousands by filing date
ALLSTATE CORP COM020002101Stock4,504,936$427,068,000thousands by filing date
iShares iBoxx Inv Grade Corporate Bond ETF464287242SHS3,637,430$426,998,000thousands by filing date
Eli Lilly and Company532457108COM5,509,184$426,244,000thousands by filing date
Booking Holdings Inc.09857L108COM204,848$426,165,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33733E302DJ INTERNT IDX3,501,831$421,971,000thousands by filing date
CONSTELLATION BRANDS INC CL A21036P108Stock1,841,385$419,689,000thousands by filing date
Southern Company842587107COM9,346,083$417,395,000thousands by filing date
MAXIM INTEGRATED PRODS INC57772K101COM6,884,714$414,597,000thousands by filing date
NVIDIA Corp67066G104COM1,783,930$413,139,000thousands by filing date
ISHARES RUSSELL MID-CAP VALUE ETF464287473ETF4,778,976$413,046,000thousands by filing date
LAUDER ESTEE COS INC CL A518439104Stock2,754,919$412,465,000thousands by filing date
TOTALENERGIES SE89151E109SPONSORED ADS7,140,449$411,933,000thousands by filing date
VGT92204A702SHS2,407,346$411,656,000thousands by filing date
Caterpillar Inc.149123101COM2,786,472$410,670,000thousands by filing date
TE CONNECTIVITY LTDH84989104SHS4,069,698$406,562,000thousands by filing date
Progressive Corporation743315103COM6,658,085$405,677,000thousands by filing date
FACTSET RESH SYS INC COM303075105Stock2,019,219$402,673,000thousands by filing date
RAYTHEON CO755111507COM NEW1,858,598$401,123,000thousands by filing date
POWERSHARES73936T565EXCHANGE TRADED27,470,745$401,072,000thousands by filing date
COGNIZANT TECHNOLOGY SOLUTIONS CL A192446102Stock4,904,755$394,833,000thousands by filing date
EVERSOURCE ENERGY COM30040W108Stock6,688,299$394,074,000thousands by filing date
Eaton Corp. PlcG29183103COM4,930,724$394,014,000thousands by filing date
UBS Alerian MLP/ MLPI902641646TR UNIT18,500,586$390,918,000thousands by filing date
Intercontinental Exchange,Inc.45866F104COM5,382,974$390,372,000thousands by filing date
WELLTOWER INC COM95040Q104REIT7,154,963$389,445,000thousands by filing date
iShares MSCI USA Min Vol Factor ETF46429B697SHS7,494,613$389,195,000thousands by filing date
GENERAL MILLS INC COM370334104Stock8,575,645$386,418,000thousands by filing date
DOMINION ENERGY INC COM25746U109Stock5,631,853$379,758,000thousands by filing date
BAXTER INTL INC071813109COM5,791,700$376,692,000thousands by filing date
RAYMOND JAMES FINL INC COM754730109Stock4,199,384$375,467,000thousands by filing date
PPG INDS INC COM693506107Stock3,333,115$371,975,000thousands by filing date
Goldman Sachs Group,Inc.38141G104COM1,469,401$370,082,000thousands by filing date
TYSON FOODS INC CL A902494103Stock5,035,871$368,575,000thousands by filing date
ISHARES TR464288638ISHS 5-10YR INVT3,417,610$366,505,000thousands by filing date
PEOPLE'S UNITED FINANCIAL INC712704105COM19,600,378$365,743,000thousands by filing date
TIME WARNER INC887317303COM NEW3,859,569$365,039,000thousands by filing date
Energy Select Sector SPDR Fund81369Y506SHS5,373,931$362,257,000thousands by filing date
NORTHROP GRUMMAN CORP COM666807102Stock1,035,194$361,406,000thousands by filing date
Vanguard Growth922908736COM2,545,127$361,103,000thousands by filing date
Micron Technology,Inc.595112103COM6,913,129$360,450,000thousands by filing date
ISHARES TR464287648RUS 2000 GRW ETF1,832,419$349,204,000thousands by filing date
HP INC COM40434L105Stock15,914,189$348,839,000thousands by filing date
Boston Scientific Corporation101137107COM12,730,496$347,797,000thousands by filing date
AMDOCS LTDG02602103SHS5,176,087$345,348,000thousands by filing date
POLARIS INC COM731068102Stock2,979,570$341,220,000thousands by filing date
FEDEX CORP COM31428X106Stock1,404,887$337,327,000thousands by filing date
Mondelez International,Inc. Class A609207105COM8,068,711$336,706,000thousands by filing date
CENTENE CORP DEL COM15135B101Stock3,146,449$336,261,000thousands by filing date
GENUINE PARTS CO COM372460105Stock3,707,945$333,122,000thousands by filing date
Vertex Pharmaceuticals Incorporated92532F100COM2,004,697$326,725,000thousands by filing date
ANADARKO PETROLEUM CORP032511107COM5,360,748$323,843,000thousands by filing date
MOLSON COORS BEVERAGE CO CL B60871R209Stock4,281,419$322,519,000thousands by filing date
DOVER CORP COM260003108Stock3,276,124$321,781,000thousands by filing date
BB & T CORP054937107COM6,168,405$321,004,000thousands by filing date
CUMMINS INC COM231021106Stock1,972,366$319,699,000thousands by filing date
DELTA AIR LINES INC COM NEW247361702Stock5,783,546$316,996,000thousands by filing date
CIGNA CORPORATION125509109COM1,869,196$313,539,000thousands by filing date
ISHARES TR464288687COM8,346,367$313,490,000thousands by filing date
Stryker Corporation863667101COM1,939,901$312,169,000thousands by filing date
EDWARDS LIFESCIENCES CORP COM28176E108Stock2,237,069$312,116,000thousands by filing date
Morgan Stanley617446448COM5,765,893$311,127,000thousands by filing date
ALTABA INC021346101COM4,193,992$310,522,000thousands by filing date
EXELON CORP COM30161N101Stock7,942,016$309,817,000thousands by filing date
POWERSHARES GLOBAL ETF TRUSTHI73936T557COM16,621,991$307,673,000thousands by filing date
ALLERGAN PLCG0177J108SHS1,826,952$307,457,000thousands by filing date
M & T BK CORP COM55261F104Stock1,635,462$301,514,000thousands by filing date
BROWN & BROWN INC COM115236101Stock11,850,475$301,476,000thousands by filing date
AFFILIATED MANAGERS GROUP COM008252108Stock1,585,695$300,617,000thousands by filing date
CELANESE CORP DEL COM150870103Stock2,996,371$300,266,000thousands by filing date
LAS VEGAS SANDS CORP COM517834107Stock4,148,276$298,261,000thousands by filing date
APTIV PLCG6095L109SHS3,505,417$297,854,000thousands by filing date
NUCOR CORP COM670346105Stock4,844,895$295,975,000thousands by filing date
DARDEN RESTAURANTS INC COM237194105Stock3,466,121$295,487,000thousands by filing date
SHERWIN WILLIAMS CO824348106COM751,700$294,756,000thousands by filing date
ECOLAB INC COM278865100Stock2,140,070$293,340,000thousands by filing date
ISHARES TR464287887S&P SML 600 GWT1,687,293$293,336,000thousands by filing date
NCR VOYIX CORPORATION62886E108COM9,249,475$291,545,000thousands by filing date
CBRE GROUP INC CL A12504L109Stock6,164,934$291,108,000thousands by filing date
REPUBLIC SVCS INC COM760759100Stock4,390,409$290,776,000thousands by filing date
CROWN CASTLE INC COM22822V101REIT2,649,994$290,466,000thousands by filing date
Vanguard FTSE Europe ETF922042874SHS4,992,043$290,288,000thousands by filing date
KANSAS CITY SOUTHERN485170302COM NEW2,598,403$285,436,000thousands by filing date
Duke Energy Corporation26441C204COM3,667,525$284,122,000thousands by filing date
HASBRO INC COM418056107Stock3,359,777$283,231,000thousands by filing date
JACOBS ENGINEERING GROUP INC469814107COM4,779,752$282,722,000thousands by filing date
Vanguard Dividend Appreciation ETF921908844SHS2,794,931$282,428,000thousands by filing date
BURLINGTON STORES INC COM122017106Stock2,120,172$282,301,000thousands by filing date
EATON VANCE CORP278265103COM NON VTG5,059,073$281,639,000thousands by filing date
METLIFE INC COM59156R108Stock6,116,104$280,669,000thousands by filing date
Charles Schwab Corp808513105COM5,363,512$280,081,000thousands by filing date
BIOGEN INC COM09062X103Stock1,014,779$277,867,000thousands by filing date
Danaher Corporation235851102COM2,834,837$277,559,000thousands by filing date
VIPSHOP HLDGS LTD SPONSORED ADS A92763W103ADR16,633,186$276,444,000thousands by filing date
ARCH CAP GROUP LTD ORDG0450A105Stock3,228,015$276,285,000thousands by filing date
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ServiceNow,Inc.81762P102COM1,066,002$176,371,000thousands by filing date
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Amendment chain

FilingRoleFiledAcceptedIngested
13F-HR 0000072971-18-000322this filing2018-05-02acceptance time not in the bulk data set