Skip to content

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

WELLS FARGO & COMPANY/MN filed this 13F-HR for the quarter ended 2017-09-30, filed 2017-11-09, with 6,575 holding rows worth $322,945,812,000.

Accession
0000072971-17-000482
Filed
2017-11-09
Accepted by EDGAR
acceptance time not in the bulk data set
Ingested
Source
SEC quarterly data set

Original filing

13F report for Q3 2017

A holdings report, 21,570 entries on the cover page, a total value of $322,945,812,000 stated on the cover page (in dollars after the unit check, H1), rows summing to $322,945,812,000 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
Schlumberger Limited806857108COM367,500$1,545,000thousands by filing dateput
ASBURY AUTOMOTIVE GROUP INC COM043436104Stock25,241$1,542,000thousands by filing date
DOUBLELINE OPPORTUNISTIC CR258623107COM64,119$1,541,000thousands by filing date
LIBERTY GLOBAL PLCG5480U153COM66,119$1,541,000thousands by filing date
STATE BANK FINL CORP COM856190103COM53,773$1,540,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33718M105COM SHS ANNUAL33,226$1,539,000thousands by filing date
ANTERO MIDSTREAM LP03673L103Limited Partnership48,743$1,537,000thousands by filing date
PROGENICS PHARMACEUTICALS IN743187106COM208,816$1,537,000thousands by filing date
DIODES INC COM254543101Stock51,347$1,536,000thousands by filing date
NUVEEN SELECT TAX FREE INCOM67063C106SH BEN INT109,228$1,534,000thousands by filing date
KOSMOS ENERGY LTDG5315B107SHS192,567$1,533,000thousands by filing date
ETF26923A106EXCHANGE TRADED17,095$1,532,000thousands by filing date
MITSUBISHI UFJ FINANCIAL GROUP SPONSORED ADS606822104ADR237,847$1,531,000thousands by filing date
BLACKROCK MUNIVEST FUND09253R105COM157,670$1,530,000thousands by filing date
BLACKROCK MUNICIPAL INCOME QUA092479104COM104,168$1,530,000thousands by filing date
CORENERGY INFRASTRUCTURE TR21870U502TRUS43,283$1,530,000thousands by filing date
POWERSHARES ETF TRUST DYN MEDI73935X823COM54,963$1,530,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33736N101ALERIAN DISRUPT33,906$1,529,000thousands by filing date
Walt Disney Co254687106COM218,966$1,528,000thousands by filing dateput
EATON VANCE SENIOR INCOME FUND27826S103SH BEN INT230,520$1,526,000thousands by filing date
CAPITAL BANK FINANCIAL CORP139794101COMMON STOCK37,179$1,526,000thousands by filing date
MPLX LP55336V100COM UNIT REP LTD145,000$1,523,000thousands by filing dateput
RAMCO-GERSHENSON PPTYS TR751452202COM SH BEN INT116,963$1,521,000thousands by filing date
FIRST LONG IS CORP320734106COM49,960$1,521,000thousands by filing date
COHU INC192576106COM63,769$1,520,000thousands by filing date
BLACKROCK MUNI INCOME TR II09249N101COM99,892$1,519,000thousands by filing date
ISHARES TR464288695GLOBAL MATER ETF23,224$1,519,000thousands by filing date
AIMMUNE THERAPEUTICS INC.00900T107Common Stock61,266$1,519,000thousands by filing date
LGI HOMES INC COM50187T106Stock31,226$1,515,000thousands by filing date
LIBERTY LATIN AMERICA CL A ORDG5480U138COM63,546$1,511,000thousands by filing date
PRIMO WTR CORP74165N105COM127,157$1,507,000thousands by filing date
SPX FLOW INC COM78469X107Stock39,023$1,505,000thousands by filing date
MARINEMAX INC567908108COM90,819$1,504,000thousands by filing date
VANGUARD ADMIRAL FDS INC921932869MIDCP 400 GRTH11,981$1,503,000thousands by filing date
DCP MIDSTREAM LP23311P100COM UT LTD PTN43,364$1,502,000thousands by filing date
Accelerate Diagnostics00430H102COM66,896$1,502,000thousands by filing date
MCGRATH RENTCORP580589109COM34,290$1,501,000thousands by filing date
CALLIDUS SOFTWARE INC13123E500COM60,796$1,498,000thousands by filing date
WHITESTONE REIT966084204COM114,678$1,497,000thousands by filing date
TRIMAS CORP896215209COM NEW55,328$1,494,000thousands by filing date
CRESCENT PT ENERGY CORP22576C101COM185,581$1,494,000thousands by filing date
PIONEER MUNICIPAL HIGH INCOME723762100COM129,285$1,492,000thousands by filing date
LIBERTY INTERACTIVE LLC530610AC8DEB 0.750 3/3884,000$1,492,000thousands by filing dateprincipal
SUSSEX BANCORP869245100COMMON62,615$1,484,000thousands by filing date
STRATASYS LTDM85548101SHS64,114$1,482,000thousands by filing date
8X8 INC282914100COMMON STOCK109,652$1,480,000thousands by filing date
FIRST TRUST33737J208CANADA ALPHA58,575$1,479,000thousands by filing date
DIPLOMAT PHARMACY INC25456K101COM71,361$1,478,000thousands by filing date
NUVECTRA CORP67075N108COM111,421$1,477,000thousands by filing date
AZZ INC COM002474104Stock30,300$1,476,000thousands by filing date
DNP SELECT INCOME FD INC23325P104COM128,656$1,476,000thousands by filing date
GUGGENHEIM ENHANCED EQUITY I40167B100COM172,449$1,476,000thousands by filing date
MACQUARIE INFRASTRUCTURE COR55608BAB1NOTE 2.000%10/01,523,000$1,475,000thousands by filing dateprincipal
RTI INTL METALS INC74973WAB3NOTE 1.625%10/11,325,000$1,475,000thousands by filing dateprincipal
WISDOMTREE TR97717W844GLB US QTLY DIV26,079$1,473,000thousands by filing date
OCTAVE SPECIALTY GROUP INC023139884COM NEW85,388$1,473,000thousands by filing date
REGENXBIO INC75901B107COM44,473$1,465,000thousands by filing date
ISHARES INC46434G814MSCI MLY ETF NEW45,217$1,464,000thousands by filing date
PHI INC-NON VOTING69336T205COM124,428$1,463,000thousands by filing date
VANECK ETF TRUST92189F486IG FLOA RATE ETF57,819$1,462,000thousands by filing date
FIRST DEFIANCE FINL CORP32006W106COMMON STOCK27,825$1,461,000thousands by filing date
RETROPHIN INC761299106COM58,674$1,461,000thousands by filing date
OPEN TEXT CORP COM683715106Stock45,059$1,455,000thousands by filing date
PUTMAN HIGH INCOME SEC FUND746779107SHS BEN INT162,558$1,452,000thousands by filing date
SYNTEL INC87162H103COM73,882$1,452,000thousands by filing date
LAZARD WORLD DIVID & INCOME521076109COM128,221$1,451,000thousands by filing date
KYOCERA CORP -SPONS ADR501556203COM23,312$1,449,000thousands by filing date
ONEMAIN HLDGS INC COM68268W103Stock51,290$1,446,000thousands by filing date
PIPER SANDLER COMPANIES724078100COM24,344$1,445,000thousands by filing date
KRATON CORPORATION50077C106COM35,735$1,445,000thousands by filing date
NEXPOINT RESIDENTIAL TR INC65341D102COM60,845$1,444,000thousands by filing date
COCA COLA CONS INC191098102COM6,671$1,439,000thousands by filing date
BANCO SANTANDER BRASIL S.A. AD05967A107ADS REP 1 UNIT164,382$1,437,000thousands by filing date
NUSTAR GP HOLDINGS LLC67059L102COMMON STOCK65,273$1,437,000thousands by filing date
COVENANT LOGISTICS GROUP INC22284P105CL A49,542$1,435,000thousands by filing date
INVESCO MUNI INCOME OPP TRST46132X101COM181,889$1,435,000thousands by filing date
SUNOCO LP/SUNOCO FIN CORP86765K109COM UT REP LP46,128$1,434,000thousands by filing date
ALLIANZGI DIVERSIFIED INCOME01883J108COM66,728$1,434,000thousands by filing date
ORITANI FINANCIAL CORP68633D103COM85,419$1,434,000thousands by filing date
Blackrock 2022 Global In09258P104ETF142,614$1,433,000thousands by filing date
FLAGSTAR BANCORP INC337930705COM PAR .00140,288$1,431,000thousands by filing date
DERMIRA INC24983L104COM52,995$1,431,000thousands by filing date
TRUBRIDGE INC205306103COM48,338$1,429,000thousands by filing date
VANECK ETF TRUST92189F635ISRAEL ETF47,796$1,423,000thousands by filing date
ENCORE WIRE CORP292562105COM31,734$1,421,000thousands by filing date
PIMCO MUN INCOME FD II72200W106COM107,764$1,418,000thousands by filing date
CISION LTDG1992S109SHS108,273$1,411,000thousands by filing date
WESCO AIRCRAFT HOLDINGS INC950814103COMMON STOCK150,110$1,410,000thousands by filing date
COHEN & STEERS LTD DURATION19248C105COM52,518$1,407,000thousands by filing date
POWERSHARES ACTIVE MNG ETF TUS73935B508COM17,671$1,400,000thousands by filing date
CTS CORP126501105COM57,961$1,397,000thousands by filing date
PC CONNECTION INC69318J100COM49,342$1,391,000thousands by filing date
BENEFICIAL BANCORP INC08171T102COM83,821$1,391,000thousands by filing date
ACETO CORP004446100COM123,676$1,389,000thousands by filing date
BRIDGEPOINT EDUCATION INC10807M105COM144,669$1,389,000thousands by filing date
PENNYMAC FINANCIAL SERVICE-A70932B101CL A78,025$1,388,000thousands by filing date
KFORCE INC COM493732101Stock68,636$1,386,000thousands by filing date
LEXICON PHARMACEUTICALS INC528872302COMMON STOCK112,721$1,385,000thousands by filing date
CLAYMORE EXCHANGE TRD FD TR18383M183GUGENHIM 202351,472$1,385,000thousands by filing date
TURNING PT BRANDS INC COM90041L105Stock81,278$1,383,000thousands by filing date
TRUSTCO BK CORP N Y898349105COM155,456$1,383,000thousands by filing date
CALAMOS GLOBAL TOTAL RETURN FU128118106COM SH BEN INT102,776$1,379,000thousands by filing date
INVESCO CALIF VALUE MUNI INCOM46132H106COM104,954$1,377,000thousands by filing date
ADTRAN INC00738A106COMMON STOCK57,373$1,377,000thousands by filing date
REGIS CORP758932107COM96,428$1,376,000thousands by filing date
BLACKROCK MUN INCOME TR09248F109SH BEN INT95,941$1,370,000thousands by filing date
BOINGO WIRELESS INC09739C102COM64,059$1,369,000thousands by filing date
NATIONAL WESTMINSTER BK PLC638539882SPON ADR C53,571$1,366,000thousands by filing date
RADIUS HEALTH INC750469207COM NEW35,374$1,365,000thousands by filing date
NUVEEN SELECT TAX FREE INCOM67063X100SH BEN INT89,788$1,363,000thousands by filing date
PIMCO CORPORATE & INCM STRG72200U100COM78,161$1,362,000thousands by filing date
WASHINGTON TRUST BANCORP940610108COMMON STOCK23,777$1,361,000thousands by filing date
CLAYMORE EXCHANGE TRD FD TR18383M134GUGGENHEIM 202452,282$1,359,000thousands by filing date
LG DISPLAY CO LTD SPONS ADR REP50186V102ADR101,158$1,358,000thousands by filing date
HEARTLAND EXPRESS INC422347104COM54,043$1,355,000thousands by filing date
GMS INC36251C103COM38,286$1,355,000thousands by filing date
PowerShares QQQ Trust Unit Ser73935A104COM70,000$1,354,000thousands by filing datecall
NUVEEN CALIFORNIA MUNI VLU F67062C107COM STK128,451$1,353,000thousands by filing date
PROSPERITY BANCSHARES INC743606105COM20,582$1,353,000thousands by filing date
MANITOWOC COMPANY INC563571108COM150,459$1,353,000thousands by filing date
BANCFIRST CORP05945F103COM23,807$1,351,000thousands by filing date
GLATFELTER377316104COM69,387$1,350,000thousands by filing date
ISHARES TR464288216EMGR MKT INF ETF39,894$1,348,000thousands by filing date
UPLAND SOFTWARE INC91544A109COMMON STOCK63,648$1,347,000thousands by filing date
CENTURY COMMUNITIES INC.156504300COM54,482$1,346,000thousands by filing date
GLOBAL X FDS37950E416SOCIAL MED ETF42,881$1,346,000thousands by filing date
PDL BIOPHARMA INC69329YAG9NOTE 2.750%12/01,237,000$1,345,000thousands by filing dateprincipal
ZIOPHARM ONCOLOGY INC98973P101COM218,173$1,340,000thousands by filing date
BIOHAVEN PHARMACEUTICAL HOLDING11196105COM35,807$1,339,000thousands by filing date
RAYONIER ADVANCED MATLS INC75508B104COM97,702$1,338,000thousands by filing date
ABERDEEN SINGAPORE FD INC003244100COM114,946$1,338,000thousands by filing date
GUARANTY BANCORP40075T607COM48,133$1,337,000thousands by filing date
PIMCO ETF TR72201R88225YR ZERO U S11,436$1,333,000thousands by filing date
WISDOMTREE TR97717W588US LARGECAP FUND15,301$1,332,000thousands by filing date
ISHARES TR464288711GLOB UTILITS ETF26,236$1,330,000thousands by filing date
CARDIOVASCULAR SYSTEMS INC141619106COMMON STOCK47,253$1,330,000thousands by filing date
NUVEEN SENIOR INCOME FUND67067Y104COM198,308$1,327,000thousands by filing date
PINNACLE ENTMT INC NEW72348Y105COM62,097$1,324,000thousands by filing date
JBG SMITH PPTYS COM46590V100REIT38,689$1,322,000thousands by filing date
SAN JUAN BASIN RTY TR798241105UNIT BEN INT168,296$1,320,000thousands by filing date
BLACKROCK CAP INVT CORP092533108COM175,547$1,316,000thousands by filing date
WORKHORSE GROUP INC98138J206COM NEW476,171$1,314,000thousands by filing date
NOVOCURE LTDG6674U108ORD SHS66,058$1,312,000thousands by filing date
DEUTSCHE STRATEGIC INCOME TR25160F109SHS105,233$1,312,000thousands by filing date
ORTHOFIX INTL N VN6748L102COM27,749$1,311,000thousands by filing date
AERIE PHARMACEUTICALS INC00771V108COM26,898$1,308,000thousands by filing date
PERFICIENT INC71375U101COM66,231$1,303,000thousands by filing date
PARAMOUNT GROUP INC69924R108COM81,314$1,301,000thousands by filing date
HIBBETT INC428567101COM91,019$1,297,000thousands by filing date
1ST SOURCE CORP COM336901103Stock25,531$1,296,000thousands by filing date
CAROLINA FINL CORP NEW143873107COM36,076$1,295,000thousands by filing date
DONNELLEY R R & SONS CO257867200COM125,384$1,292,000thousands by filing date
CHATHAM LODGING TR16208T102COM60,448$1,289,000thousands by filing date
INOVALON HLDGS INC45781D101COM CL A75,484$1,288,000thousands by filing date
NUVEEN PFD & INCOME 2022 TER67075T105COM50,520$1,288,000thousands by filing date
CORENERGY INFRASTRUCTURE TR21870U304DEP SHS REPSTG49,524$1,288,000thousands by filing date
MESA RTY TR590660106UNIT BEN INT83,338$1,287,000thousands by filing date
FIRST TR MTG INCOME FD33734E103COM SHS90,239$1,287,000thousands by filing date
DOMINION ENERGY INC25746U836UNIT 08/15/201925,321$1,285,000thousands by filing date
EAGLE PHARMACEUTICALS INC269796108COM21,506$1,283,000thousands by filing date
SUPERIOR INDS INTL INC868168105COM77,060$1,283,000thousands by filing date
VIRTUSA CORP92827P102COM33,899$1,281,000thousands by filing date
ENCORE CAP GROUP INC292554102COM28,874$1,279,000thousands by filing date
BAR HBR BANKSHARES066849100COM40,745$1,278,000thousands by filing date
ADDUS HOMECARE CORP006739106COM36,155$1,276,000thousands by filing date
RESOLUTE ENERGY CORP76116A306COM NEW42,866$1,274,000thousands by filing date
STOCK YDS BANCORP INC861025104COM33,506$1,273,000thousands by filing date
SEACOAST BKG CORP FLA811707801COM NEW53,151$1,270,000thousands by filing date
DEL FRISCOS RESTAURANT GROUP245077102COM87,171$1,268,000thousands by filing date
TWITTER INC90184LAB8NOTE 0.250% 9/11,336,000$1,265,000thousands by filing dateprincipal
RAMBUS INC DEL COM750917106Stock94,572$1,262,000thousands by filing date
VANECK ETF TRUST92189F825DEFENSE ETF50,889$1,259,000thousands by filing date
GENERAL COMMUNICATION INC369385109CL A30,861$1,259,000thousands by filing date
COMMERCEHUB INC20084V108COM SER A55,684$1,257,000thousands by filing date
MFS CALIF MUN FD59318C106COM101,374$1,256,000thousands by filing date
TIMBERLAND BANCORP INC887098101COMMON STOCK39,980$1,254,000thousands by filing date
VANGUARD S&P MID-CAP 400 VALUE ETF921932844ETF10,686$1,253,000thousands by filing date
WISDOMTREE TR97717W521JAPAN OPPOR FD29,302$1,252,000thousands by filing date
GABELLI MULTIMEDIA TR INC36239Q109COM129,042$1,250,000thousands by filing date
NEW SR INVT GROUP INC648691103COM136,616$1,250,000thousands by filing date
CONTINENTAL BUILDING PRODUCTS211171103COMMON STOCK48,027$1,249,000thousands by filing date
INFINITY PROPERTY & CASUALTY45665Q103COMMON STOCK13,258$1,249,000thousands by filing date
GUGGENHEIM STRATEGIC OPPORTU40167F101COM SBI58,526$1,247,000thousands by filing date
TELECOM ARGENTINA SA879273209SPON ADR REP B40,438$1,247,000thousands by filing date
BOJANGLES INC097488100COM92,341$1,247,000thousands by filing date
LYDALL INC550819106COMMON STOCK21,762$1,246,000thousands by filing date
MBIA INC55262C100COMMON STOCK143,057$1,245,000thousands by filing date
GREEN PLAINS INC393222104COM61,679$1,243,000thousands by filing date
KIMBALL ELECTRONICS INC49428J109COMMON STOCK57,334$1,241,000thousands by filing date
OMEGA PROTEIN CORP68210P107COM74,394$1,239,000thousands by filing date
DEL TACO RESTAURANTS INC NEW245496104COM80,673$1,238,000thousands by filing date
NUVEEN CR OPPORTUNITIES 202267075U102COM125,436$1,235,000thousands by filing date
SCHOLASTIC CORP COM807066105Stock33,179$1,234,000thousands by filing date
BLACKROCK MUNIYEILD QUALITY FU09254G108COM92,567$1,234,000thousands by filing date
COLUMBUS MCKINNON CORP NY199333105COMMON STOCK32,562$1,233,000thousands by filing date
Flushing Financial Corp343873105Common Stock41,469$1,232,000thousands by filing date
SEACOR HOLDINGS INC811904101COM26,729$1,232,000thousands by filing date
CU BANCORP126534106COM31,773$1,232,000thousands by filing date
AMPHASTAR PHARMACEUTICALS IN03209R103COM68,837$1,231,000thousands by filing date
PRINCIPAL REAL ESTATE INCOME74255X104SHS BEN INT68,354$1,228,000thousands by filing date
DIVIDEND & INCOME FD INC25538A204COM NEW95,486$1,228,000thousands by filing date
FS KKR CAPITAL CORP302635107COM145,384$1,228,000thousands by filing date
CITY OFFICE REIT INC178587101COM89,090$1,227,000thousands by filing date
OLD SECOND BANCORP INC680277100COMMON STOCK91,224$1,227,000thousands by filing date
QUOTIENT TECHNOLOGY INC749119103COMMON STOCK78,346$1,227,000thousands by filing date
BELMOND LTDG1154H107COMMON STOCK-FO89,853$1,227,000thousands by filing date
EXTERRAN CORP30227H106COM38,721$1,224,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33734X846NASDAQ CYB ETF55,953$1,223,000thousands by filing date
ISHARES CMBS ETF46429B366CMBS ETF23,712$1,222,000thousands by filing date
NEWELL BRANDS INC COM651229106Stock142,000$1,219,000thousands by filing dateput
ARCOS DORADOS HLDGS INCG0457F107SHS CLASS -A -120,754$1,213,000thousands by filing date
ALTABA INC021346101COM106,900$1,213,000thousands by filing datecall
LIVEPERSON, INC.538146101COM89,325$1,210,000thousands by filing date
INVESCO HIGH INCOME TRUST II46131F101COM80,094$1,209,000thousands by filing date
NVIDIA Corp67066G104COM185,900$1,208,000thousands by filing dateput
SOLAR SENIOR CAPITAL LTD83416M105COM70,129$1,208,000thousands by filing date
ISHARES TR46434V1000-5YR INVT GR CP23,839$1,207,000thousands by filing date
AXCELIS TECHNOLOGIES INC054540208COM NEW44,065$1,205,000thousands by filing date
FIRST TR EXCHANGE-TRADED ALP33737M300SML CP GRW ALP29,264$1,205,000thousands by filing date
MARTEN TRANSPORT LTD573075108COM58,564$1,203,000thousands by filing date
BANCROFT FUND LIMITED059695106COM54,962$1,203,000thousands by filing date
MILLER HOWARD HIGH INC EQTY600379101COM SHS BEN IN85,116$1,202,000thousands by filing date
MIDDLESEX WTR CO596680108COM30,567$1,201,000thousands by filing date
LOGITECH INTL S A SHSH50430232Stock32,901$1,199,000thousands by filing date
RPM INTL INC749685AT0NOTE 2.250%12/11,041,000$1,199,000thousands by filing dateprincipal
INTERNATIONAL PAPER CO COM460146103Stock312,900$1,196,000thousands by filing datecall
SPROTT FOCUS TR INC85208J109COM154,502$1,194,000thousands by filing date
MIDWESTONE FINACIAL GROUP I598511103COMMON STOCK35,355$1,193,000thousands by filing date
DUCOMMUN INC DEL264147109COM37,149$1,191,000thousands by filing date
CHARTER FINANCIAL CORP16122W108COM64,015$1,186,000thousands by filing date
IMPINJ INC453204109COM28,463$1,184,000thousands by filing date
HOLLY ENERGY PARTNERS L P435763107COM UT LTD PTN35,415$1,183,000thousands by filing date
FAIRMOUNT SANTROL HLDGS INC30555Q108COM246,982$1,181,000thousands by filing date
HELIX ENERGY SOLUTIONS GRP INC COM42330P107Stock159,660$1,179,000thousands by filing date
PDL BIOPHARMA INC69329Y104COM346,057$1,173,000thousands by filing date
RANGE RES CORP COM75281A109Stock200,000$1,171,000thousands by filing dateput
Fidelity MSCI Real Estate Index ETF316092857SHS48,223$1,170,000thousands by filing date
VANGUARD RUSSELL 2000 VALUE ETF92206C649ETF10,859$1,169,000thousands by filing date
STRAYER ED INC863236105COM13,354$1,165,000thousands by filing date
CONNECTONE BANCORP INC20786W107COMMON STOCK47,336$1,164,000thousands by filing date
ICF INTL INC44925C103COM21,540$1,162,000thousands by filing date
WISDOMTREE TR97717W877GLB HIGH DIV FD24,665$1,162,000thousands by filing date
MARCUS CORPORATION566330106COMMON STOCK41,866$1,160,000thousands by filing date
ATRICURE INC04963C209COM51,683$1,156,000thousands by filing date
YORK WATER CO987184108COMMON STOCK34,068$1,155,000thousands by filing date
DYNEGY INC NEW DEL26817R108COM117,810$1,153,000thousands by filing date
THERAPEUTICSMD INC88338N107COM217,820$1,153,000thousands by filing date
C F FINANCIAL CORP12466Q104COMMON STOCK20,906$1,150,000thousands by filing date
DYNAVAX TECHNOLOGIES CORP268158201COM NEW53,474$1,149,000thousands by filing date
PULSE BIOSCIENCES INC74587B101COMMON STOCK61,398$1,143,000thousands by filing date
BLDRS INDEX FDS TR09348R300EMER MK 50 ADR27,093$1,141,000thousands by filing date
SOUTHERN NATL BANCORP OF VA843395104COM67,121$1,141,000thousands by filing date
NUVEEN ENHANCED MUNICIPAL VALU67074M101COM77,545$1,140,000thousands by filing date
ADVISORSHARES TR00768Y503PERITUS HG YLD31,624$1,139,000thousands by filing date
COBIZ FINANCIAL INC190897108COM57,715$1,134,000thousands by filing date
ISHARES TR464287531US DIGI REAL ETF24,521$1,131,000thousands by filing date
SPDR SERIES TRUST78464A151SST SPDR BLOOMBE32,693$1,129,000thousands by filing date
CIRCOR INTL INC17273K109COM20,635$1,123,000thousands by filing date
DILLARDS INC CL A254067101Stock19,980$1,119,000thousands by filing date
SPDR SERIES TRUST78464A730S&P OILGAS EXP820,000$1,118,000thousands by filing dateput
ISHARES46434VBA7EXCHANGE TRADED44,025$1,113,000thousands by filing date
WORKIVA INC COM CL A98139A105Stock53,198$1,110,000thousands by filing date
INCYTE CORP45337CAN2NOTE 1.250%11/1484,000$1,110,000thousands by filing dateprincipal
LUMBER LIQUIDATORS HOLDINGS55003T107COMMON STOCK28,438$1,109,000thousands by filing date
NUVEEN MUN 2021 TARGET TERM670687102COM111,570$1,109,000thousands by filing date
SASOL LTD803866300SPONSORED ADR40,206$1,107,000thousands by filing date
TRUEBLUE INC89785X101COM49,314$1,107,000thousands by filing date
GLOBAL X FTSE GREECE 20 ETF37950E366COMMON116,992$1,107,000thousands by filing date
K12 INC48273U102COM61,981$1,105,000thousands by filing date
CYTOMX THERAPEUTICS INC23284F105COMMON STOCK60,739$1,104,000thousands by filing date
ROSETTA RES INC COM777385105Stock134,175$1,104,000thousands by filing date
KINDRED HEALTHCARE INC494580103COM161,793$1,101,000thousands by filing date
BLACKSTONE SENIOR FLOATING RAT09256U105COM62,532$1,100,000thousands by filing date
ISHARES TR464287382JPX NIKKEI 40018,193$1,099,000thousands by filing date
REATA PHARMACEUTICALS INC75615P103CL A35,372$1,099,000thousands by filing date
COMMUNITY BANKERS TRUST CORP203612106COM119,247$1,098,000thousands by filing date
Microsoft Corp594918104COM2,098,518$1,097,000thousands by filing dateput
ALEXANDERS INC COM014752109REIT2,586$1,096,000thousands by filing date
FIRST MID BANCSHARES INC320866106COMMON STOCK28,464$1,094,000thousands by filing date
CEVA INC157210105COMMON STOCK25,542$1,093,000thousands by filing date
GTT COMMUNICATIONS INC362393100COM34,504$1,093,000thousands by filing date
LAKELAND INDS INC511795106COM77,420$1,092,000thousands by filing date
EXTRACTION OIL AND GAS INC30227M105COM71,010$1,092,000thousands by filing date
ASCENDIS PHARMA A/S DKK 1.0 AD04351P101SPONSORED ADR30,076$1,090,000thousands by filing date
EDITAS MEDICINE INC28106W103COM45,376$1,089,000thousands by filing date
ANDERSONS INC COM034164103Stock31,756$1,088,000thousands by filing date
ARTIVION INC228903100COM47,904$1,087,000thousands by filing date
KIMBALL INTL INC494274103CL B54,999$1,087,000thousands by filing date
DEPOMED INC249908104COM187,382$1,085,000thousands by filing date
INTERPARFUMS INC COM458334109Stock26,306$1,084,000thousands by filing date
VanEck Rare Earth/Strat Mtls ETF92189F742Exchange Traded Fund41,958$1,084,000thousands by filing date
WORLD WRESTLING ENTMT INC98156Q108CL A45,900$1,081,000thousands by filing date
NEOS THERAPEUTICS INC64052L106COM118,085$1,081,000thousands by filing date
ACLARIS THERAPEUTICS INC COM00461U105Stock41,804$1,079,000thousands by filing date
POST HLDGS INC737446104COM247,900$1,079,000thousands by filing datecall
TICC CAPITAL CORP87244T109COM157,674$1,079,000thousands by filing date
AMERICA FIRST MULTIFAMILY IN02364V107BEN UNIT CTF178,031$1,077,000thousands by filing date
RYDEX ETF TRUST78355W825GUG S&P500EQWTMA10,363$1,077,000thousands by filing date
CARRIZO OIL & GAS INC144577103COM326,400$1,076,000thousands by filing datecall
NORTHFIELD BANCORP INC66611T108COMMON STOCK61,936$1,074,000thousands by filing date
PENNANTPARK FLOATING RATE CA70806A106COM73,886$1,070,000thousands by filing date
PETROCHINA CO LTD ADR71646E100SPONSORED ADR16,674$1,069,000thousands by filing date
BOARDWALK PIPELINE PARTNERS096627104UT LTD PARTNER72,757$1,069,000thousands by filing date
UNITED STATES STL CORP NEW912909108COM365,900$1,068,000thousands by filing datecall
NEW YORK MORTGAGE TRUST INC649604501COM PAR $.02173,658$1,068,000thousands by filing date
AMAG PHARMACEUTICALS INC00163UAD8NOTE 3.250% 6/01,100,000$1,068,000thousands by filing dateprincipal
NEWMONT CORP651639106COM857,700$1,067,000thousands by filing dateput
ISHARES TR464288430ASIA 50 ETF17,285$1,061,000thousands by filing date
PTC THERAPEUTICS INC69366J200COM52,993$1,061,000thousands by filing date
KINGSTONE COS INC496719105COMMON STOCK65,050$1,061,000thousands by filing date
EROS INTL PLCG3788M114SHS NEW74,193$1,061,000thousands by filing date
PROSPECT CAPITAL CORPORATION74348T102COM157,632$1,059,000thousands by filing date
PARKER DRILLING CO701081101COMMON STOCK963,317$1,059,000thousands by filing date
EVERBRIDGE INC29978A104COM40,017$1,057,000thousands by filing date
THL CREDIT INC872438106COM113,228$1,057,000thousands by filing date
YRC WORLDWIDE INC984249607COM76,309$1,054,000thousands by filing date
RIGEL PHARMACEUTICALS INC766559603COMMON STOCK414,745$1,053,000thousands by filing date
SUN HYDRAULICS CORP866942105COM19,440$1,050,000thousands by filing date
CLOUGH GLOBAL DIVID & INCOME18913Y103COM75,448$1,049,000thousands by filing date
XENCOR INC98401F105COMMON STOCK45,684$1,048,000thousands by filing date
BIG 5 SPORTING GOODS CORP08915P101COM136,788$1,047,000thousands by filing date
MESABI TR590672101CTF BEN INT45,487$1,046,000thousands by filing date
NCS MULTISTAGE HLDGS INC628877102COM43,435$1,046,000thousands by filing date
VIRTUS INVT PARTNERS INC COM92828Q109Stock8,999$1,045,000thousands by filing date
CLEARWATER PAPER CORP18538R103COM21,228$1,045,000thousands by filing date
RADWARE LTDM81873107COMMON STOCK61,953$1,045,000thousands by filing date
ROCKWELL MED INC774374102COM121,626$1,041,000thousands by filing date
NN INC629337106COM35,850$1,040,000thousands by filing date
WISDOMTREE TRUST97717W828ASIA PAC EXJP FD15,527$1,040,000thousands by filing date
MERIDIAN BANCORP INC MD58958U103COM55,775$1,040,000thousands by filing date
JAGGED PEAK ENERGY INC47009K107COM76,188$1,040,000thousands by filing date
BLACKROCK TCP CAPITAL CORP87238QAB9COM986,000$1,037,000thousands by filing dateprincipal
VIRTUS TOTAL RETURN FUND INC92835W107COM78,326$1,035,000thousands by filing date
VASCO DATA SEC INTL INC92230Y104COM85,817$1,034,000thousands by filing date
APARTMENT INVT & MGMT CO03748R762PFD CL A 6.87538,572$1,033,000thousands by filing date
FIRST BUSINESS FINANCIAL SER319390100COMMON STOCK45,395$1,032,000thousands by filing date
EATON VANCE ENHANCED EQUITY278277108COM68,882$1,031,000thousands by filing date
EATON VANCE FLOATING-RATE INCO278279104COM70,054$1,024,000thousands by filing date
URSTADT BIDDLE PROPERTIES917286205COMMON STOCK47,205$1,024,000thousands by filing date
ARTESIAN RES CORP043113208CL A27,057$1,023,000thousands by filing date
RYDEX ETF TRUST78355W486GUGGENHEIM SP37,621$1,023,000thousands by filing date
EATON VANCE CALIFORNIA MUNI BO27828A100COM84,893$1,022,000thousands by filing date
AMC ENTMT HLDGS INC00165C104CL A COM69,311$1,020,000thousands by filing date
ARCBEST CORP COM03937C105Stock30,475$1,019,000thousands by filing date
WEIS MKTS INC COM948849104Stock23,374$1,017,000thousands by filing date
WESTERN ASSET MUN HIGH INCOME COM95766N103CEF131,146$1,016,000thousands by filing date
SUMMIT MIDSTREAM PARTNERS LP866142102COM UNIT LTD50,651$1,013,000thousands by filing date
ISHARES INC464286632MSCI ISRAEL ETF20,233$1,012,000thousands by filing date
GERMAN AMERICAN BANCORP373865104COMMON STOCK26,531$1,009,000thousands by filing date
KRATOS DEFENSE & SEC SOLUTIO50077B207COM NEW77,063$1,008,000thousands by filing date
GORMAN RUPP CO COM383082104Stock30,860$1,006,000thousands by filing date
SUNRUN INC86771W105COM180,982$1,005,000thousands by filing date
CHASE CORP16150R104COM9,021$1,005,000thousands by filing date
ARCHROCK INC03957W106COM79,992$1,004,000thousands by filing date
STONERIDGE INC86183P102COMMON STOCK50,737$1,004,000thousands by filing date
58 COM INC31680Q104SPON ADR REP A15,881$1,002,000thousands by filing date
JAZZ INVESTMENTS I LTD472145AB7NOTE 1.875% 8/1944,000$1,001,000thousands by filing dateprincipal
BLACKROCK MUNIYIELD INVT F09254R104COM65,331$1,000,000thousands by filing date
ENCORE CAP GROUP INC292554AF9NOTE 3.000% 7/0877,000$1,000,000thousands by filing dateprincipal
CLOUGH GLOBAL EQUITY FD18914C100COM75,154$997,000thousands by filing date
NEOGENOMICS INC64049M209COM NEW89,392$995,000thousands by filing date
INGLES MKTS INC CL A457030104Stock38,578$991,000thousands by filing date
BLACKROCK MUNIYIELD CALIFORNIA09254M105COM63,995$989,000thousands by filing date
COHEN & STEERS GLOBAL INC BLDR19248M103COM101,716$988,000thousands by filing date
RADIANT LOGISTICS INC75025X100COM185,923$987,000thousands by filing date
NEW YORK REIT INC64976L109COM125,645$986,000thousands by filing date
FIBRIA CELULOSE31573A109COMMON STOCK-FO72,740$985,000thousands by filing date
ARENA PHARMACEUTICALS INC040047607COM NEW38,582$984,000thousands by filing date
POWERSHARES ETF TR II73937B605S&P SMCP CONSU13,627$982,000thousands by filing date
WISDOMTREE TR97717W133EMERG CUR STR FD51,692$980,000thousands by filing date
ATWOOD OCEANICS INC050095108COM104,293$979,000thousands by filing date
ARCHROCK PARTNERS L P03957U100COM UNITS REPSTG68,693$979,000thousands by filing date
CVR ENERGY, INC.12662P108COM37,773$978,000thousands by filing date
ECHO GLOBAL LOGISTICS INC27875T101COM51,904$978,000thousands by filing date
FIRST TRUST SENIOR FLOATING RA33733U108COM72,336$976,000thousands by filing date
MONOTYPE IMAGING HOLDINGS, INC61022P100COM50,649$975,000thousands by filing date
ETHAN ALLEN INTERIORS INC297602104COM30,017$972,000thousands by filing date
Lincoln National Corporat524901105COM104,000$971,000thousands by filing datecall
COMMERCEHUB INC20084V306COM SER C45,507$971,000thousands by filing date
BLACKROCK MUNIYIELD PA QUALI09255G107COM67,242$969,000thousands by filing date
RYLAND GROUP 0.250783764AS2NOTE 0.250% 6/01,010,000$967,000thousands by filing dateprincipal
FATE THERAPEUTICS INC31189P102COM243,754$965,000thousands by filing date
POWERSHARES DWA TACTICAL SECTOR ROTATION PORTFOLIO73937B498ETF35,584$964,000thousands by filing date
HANCOCK JOHN PFD INCOME FD I41021P103COM50,993$958,000thousands by filing date
COMMUNITY TRUST BANCORP INC204149108COMMON STOCK20,587$957,000thousands by filing date
CRAFT BREW ALLIANCE INC224122101COM54,435$955,000thousands by filing date
BARRETT BUSINESS SVCS INC068463108COM16,875$953,000thousands by filing date
ALLIANCE CALIFORNIA MUNICIPAL018546101COM68,958$953,000thousands by filing date
ABRDN GLOBAL INCOME FUND INC003013109COM106,818$952,000thousands by filing date
AKAMAI TECHNOLOGIES INC00971TAG6DBCV 2/1980,000$952,000thousands by filing dateprincipal
PDF SOLUTIONS INC693282105COMMON STOCK61,269$949,000thousands by filing date
BANK OF MARIN BANCORP CA063425102COMMON STOCK13,839$948,000thousands by filing date
BLACKROCK MUNIHOLDINGS QUALITY09254C107COM68,019$947,000thousands by filing date
NORBORD INC65548P403COM NEW24,802$946,000thousands by filing date
COHEN & STEERS SELECT PFD &19248Y107COM33,435$945,000thousands by filing date
SYNGENTA AG ADR87160A100SPONS ADR10,272$945,000thousands by filing date
POWERSHARES FUNDAMENTAL PURE LARGE CORE PORTFOLIO73935X450ETF18,857$942,000thousands by filing date
ISHARES TR46429B507MSCI IRELAND ETF20,314$941,000thousands by filing date
AMAG PHARMACEUTICALS INC00163U106COM51,002$941,000thousands by filing date
SOUTHWESTERN ENERGY CO DEP SHS 120 B845467208Convertible Preferred65,880$940,000thousands by filing date
LSB INDS INC502160104COM118,144$938,000thousands by filing date
CENTURY ALUM CO156431108COM56,333$934,000thousands by filing date
TORTOISE ENERGY INDEPENDENC89148K101COM69,836$933,000thousands by filing date
NUVEEN SELECT TAX-FREE INCOM67062F100SH BEN INT62,379$931,000thousands by filing date
LUMINEX CORP55027E102COMMON STOCK45,772$931,000thousands by filing date
CHENIERE ENERGY INC16411RAG4NOTE 4.250% 3/11,354,000$930,000thousands by filing dateprincipal
WISDOMTREE TOTAL EARNINGS97717W596TTL10,380$929,000thousands by filing date
ENTERCOM COMMUNICATIONS CORP293639100CL A80,615$923,000thousands by filing date
NATIONAL WESTN LIFE GROUP IN638517102CL A2,632$920,000thousands by filing date
WESTERN ASSET CORPORATE LN F95790J102COM84,562$919,000thousands by filing date
Guggenheim ETF Trust 2 Timber18383Q879GUGG TIMBER ETF30,450$917,000thousands by filing date
ADVANCED DRAIN SYS INC DEL COM00790R104Stock45,121$913,000thousands by filing date
A10 NETWORKS INC002121101COM120,685$913,000thousands by filing date
FIRST TR STRATEGIC HIGH INC337353304COM SHS NEW66,967$912,000thousands by filing date
ATARA BIOTHERAPEUTICS INC COM NEW046513107Stock55,151$912,000thousands by filing date
OMEROS CORP682143102COM42,144$911,000thousands by filing date
SUCAMPO PHARMACEUTICALS-CL A864909106CL A77,220$911,000thousands by filing date
CYPRESS SEMICONDUCTOR CORP232806AM1NOTE 4.500% 1/1700,000$911,000thousands by filing dateprincipal
QCR HOLDINGS INC74727A104COMMON STOCK19,921$907,000thousands by filing date
WISDOMTREE JAPAN SMALLCAP DIVIDEND FUND97717W836ETF12,082$907,000thousands by filing date
CARVANA CO CL A146869102Stock61,623$905,000thousands by filing date
SELECT SECTOR SPDR TR81369Y100SBI MATERIALS100,000$904,000thousands by filing datecall
KAYNE ANDERSON ENERGY DEV CO48660Q102COM52,172$904,000thousands by filing date
Federal Agric Mtg Corp Cl C313148306COM12,409$903,000thousands by filing date
TERRAFORM POWER INC88104R100Common Stock68,376$903,000thousands by filing date
GENERAL AMERICAN INVESTORS CO368802104COM24,945$899,000thousands by filing date
IPATH DJ UBS COFFEE SUBINDEX06739H297COMMON53,982$897,000thousands by filing date
CIVISTA BANCSHARES INC178867107COMMON STOCK40,162$896,000thousands by filing date
AG MTG INVT TR INC001228105COM46,497$895,000thousands by filing date
ASSEMBLY BIOSCIENCES INC045396108COM25,600$894,000thousands by filing date
KEY ENERGY SVCS INC DEL49309J103COM67,766$892,000thousands by filing date
COMMUNITY HEALTH SYSTEMS INC203668108COMMON STOCK116,127$891,000thousands by filing date
OMNOVA SOLUTIONS INC682129101COMMON STOCK81,278$890,000thousands by filing date
Matrix Service Company576853105COM58,094$884,000thousands by filing date
ABRDN NATL MUN INCOME FD SH BEN INT24610T108CEF65,333$884,000thousands by filing date
ACHILLION PHARMACEUTICALS IN00448Q201COM196,538$882,000thousands by filing date
VILLAGE SUPER MKT INC CL A NEW927107409Stock35,613$881,000thousands by filing date
NUVEEN CORE EQUITY ALPHA FUND67090X107COM56,662$881,000thousands by filing date
WIDEOPENWEST INC96758W101COM58,413$881,000thousands by filing date
BLACKROCK CALIFORNIA MUNICIPAL09248E102SH BEN INT60,612$879,000thousands by filing date
BLACKROCK INVESTMENT QUALITY M09247D105COM58,706$878,000thousands by filing date
PANDORA MEDIA INC698354107COM113,810$876,000thousands by filing date
DREYFUS STRATEGIC MUN BD FD26202F107COM103,366$875,000thousands by filing date
HARMONY GOLD MINING CO LTD SPONSORED ADR413216300ADR476,527$872,000thousands by filing date
iShares iBonds Dec 2026 Term Corporate ETF46435GAA0SHS35,308$870,000thousands by filing date
ADVENT CLAYMORE ENH GRW & IN00765E104COM100,985$869,000thousands by filing date
LIBERTY TRIPADVISOR HLDGS IN531465102COM SER A70,374$869,000thousands by filing date
LIBERTY531229888COMMON STOCK34,286$866,000thousands by filing date
BELLICUM PHARMACEUTICALS INC079481107COM75,003$866,000thousands by filing date
COLUMBIA INDIA CONSUMER ETF19762B707ETF20,354$865,000thousands by filing date
CADIZ INC127537207COM NEW67,859$862,000thousands by filing date
STELLUS CAP INVT CORP858568108COM63,089$861,000thousands by filing date
CURRENCYSHARES AUSTRALIAN DLAU23129U101ETF - EQUITY10,964$860,000thousands by filing date
NATHANS FAMOUS INC NEW632347100COM11,588$857,000thousands by filing date
POWERSHS EXCH TRAD FD TR INSURED NEW YORK MUNI73936T458ETF35,059$857,000thousands by filing date
ENDURANCE INTL GROUP HLDGS I29272B105COM104,497$857,000thousands by filing date
BORGWARNER INC COM099724106Stock40,000$855,000thousands by filing datecall
ENANTA PHARMACEUTICALS INC29251M106COM18,197$852,000thousands by filing date
ISHARES46434VAX8EXCHANGE TRADED33,585$852,000thousands by filing date
FINISH LINE/THE CL A317923100COM70,803$852,000thousands by filing date
CLAYMORE EXCHANGE TRD FD TR18383M613GUG RAYM JAMES S20,559$851,000thousands by filing date
FEDERATED PREM INTR MUN INC31423M105COM62,451$851,000thousands by filing date
WESTERN ASSET VAR RT STRG FD957667108COM48,856$850,000thousands by filing date
HYSTER-YALE INC449172105CL A11,072$846,000thousands by filing date
ZOES KITCHEN INC98979J109COM66,928$846,000thousands by filing date
Viacom Inc Cl A92553P102CL A23,031$845,000thousands by filing date
Tesla Motors, Inc88160R101COM63,700$844,000thousands by filing dateput
INSTEEL INDS INC45774W108COM32,337$844,000thousands by filing date
GRIFFON CORP398433102COM37,947$843,000thousands by filing date
DULUTH HLDGS INC26443V101COM CL B41,542$843,000thousands by filing date
DRDGOLD LIMITED SPON ADR REPSTG26152H301ADR218,247$841,000thousands by filing date
ISHARES TR46434VBD1IBONDS DEC25 ETF33,356$839,000thousands by filing date
HORTONWORKS INC440894103COM49,515$839,000thousands by filing date
REGIONAL MANAGEMENT CORP75902K106COMMON STOCK34,564$838,000thousands by filing date
POWERSHARES FUNDAMENTAL PURE73935X864COM27,547$834,000thousands by filing date
SHAKE SHACK INC819047101CL A24,979$830,000thousands by filing date
ANADARKO PETROLEUM CORP032511107COM596,500$825,000thousands by filing dateput
SPRAGUE RES LP849343108COM UNIT REP LTD33,557$825,000thousands by filing date
INTERCEPT PHARMACEUTICALS IN45845PAA6NOTE 3.250% 7/01,067,000$824,000thousands by filing dateprincipal
LXP INDUSTRIAL TRUST529043309PFD CONV SER C16,071$823,000thousands by filing date
AIR T INC009207101COM46,301$820,000thousands by filing date
VANECK ETF TRUST92189F429PREFERRED SECURT40,724$818,000thousands by filing date
FIRST TR EXCHANGE-TRADED ALP33733C108SHS ISSUED FRST15,253$818,000thousands by filing date
WESTERN ASSET GLOBAL HIGH INCO95766B109COM79,202$815,000thousands by filing date
TRUPANION INC898202106COM30,819$813,000thousands by filing date
NORTHEAST BANCORP663904209COM31,117$813,000thousands by filing date
MIDSTREAM PARTNERS02752P100COMMON STOCK59,486$812,000thousands by filing date
YAMANA GOLD INC98462Y100COM306,091$811,000thousands by filing date
STAAR SURGICAL CO COM PAR $0.01852312305Stock65,055$810,000thousands by filing date
Fidelity MSCI Energy Index ETF316092402SHS42,691$809,000thousands by filing date
iShares MSCI Japan ETF46434G822SHS500,000$809,000thousands by filing datecall
NATURAL GAS SERVICES GROUP63886Q109COMMON STOCK28,419$807,000thousands by filing date
ADVANCED ACCELERATOR APPLIC SPONSORED ADS00790T100ADR11,928$807,000thousands by filing date
UNIFI INC904677200COM NEW22,637$806,000thousands by filing date
ENERGOUS CORP29272C103COM63,637$806,000thousands by filing date
CHUNGHWA TELECOM CO LTD SPON ADR NEW1117133Q502ADR23,479$801,000thousands by filing date
IOVANCE BIOTHERAPEUTICS INC462260100COM103,528$801,000thousands by filing date
CAESARS ACQUISITION CO12768T103CL A37,328$801,000thousands by filing date
UPBOUND GROUP INC COM76009N100Stock69,603$800,000thousands by filing date
ASCENT CAP GROUP INC043632AA6NOTE 4.000 7/11,000,000$800,000thousands by filing dateprincipal

Amendment chain

FilingRoleFiledAcceptedIngested
13F-HR 0000072971-17-000482this filing2017-11-09acceptance time not in the bulk data set