Skip to content

13F-HR filed by MML INVESTORS SERVICES, LLC

MML INVESTORS SERVICES, LLC filed this 13F-HR for the quarter ended 2018-12-31, filed 2019-02-14, with 1,488 holding rows worth $5,562,615,000.

Accession
0000701059-19-000001
Filed
2019-02-14
Accepted by EDGAR
acceptance time not in the bulk data set
Ingested
Source
SEC quarterly data set

Original filing

13F report for Q4 2018

A holdings report, 1,488 entries on the cover page, a total value of $5,562,615,000 stated on the cover page (in dollars after the unit check, H1), rows summing to $5,562,615,000 with VALUE read as thousands by filing date, 13F file number 028-16947. 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
SPY78462F103SHS562,750$140,642,000thousands by filing date
ISHARES TR CORE S&P 500 ETF464287200SHS529,091$133,125,000thousands by filing date
INVESCO QQQ TR46090E103COM769,892$118,764,000thousands by filing date
Vanguard S&P 500 ETF922908363COM352,727$81,060,000thousands by filing date
IJH464287507COM430,257$71,448,000thousands by filing date
Apple Inc037833100COM448,361$70,724,000thousands by filing date
ISHARESRUSSELL1000GROWTHETF464287614STOK524,354$68,643,000thousands by filing date
iShares MSCI USA Min Vol Factor ETF46429B697SHS1,170,618$61,340,000thousands by filing date
ISHARES U S ETF TR46431W507SHOR DURA BD ETF1,228,513$61,241,000thousands by filing date
Vanguard Dividend Appreciation ETF921908844SHS613,187$60,062,000thousands by filing date
SPDR S&P Dividend ETF78464A763SHS624,829$55,935,000thousands by filing date
iShares Core MSCI EAFE ETF46432F842SHS1,007,699$55,423,000thousands by filing date
iShares MSCI USA Momentum Factor ETF46432F396SHS542,639$54,389,000thousands by filing date
Vanguard Growth922908736COM403,682$54,227,000thousands by filing date
Vanguard Value ETF922908744SHS493,724$48,360,000thousands by filing date
Amazon.com, Inc023135106COM31,877$47,878,000thousands by filing date
iShares Core S&P Small-Cap ETF464287804SHS678,397$47,026,000thousands by filing date
ISHARES TR464287465MSCI EAFE ETF771,562$45,352,000thousands by filing date
Microsoft Corp594918104COM438,305$44,519,000thousands by filing date
iShares Core US Aggregate Bond ETF464287226SHS405,853$43,219,000thousands by filing date
Vanguard High Dividend Yield ETF921946406SHS544,156$42,439,000thousands by filing date
iShares Russell 2000 ETF464287655SHS299,859$40,151,000thousands by filing date
VWO922042858SHS1,037,507$39,529,000thousands by filing date
iShares iBoxx Inv Grade Corporate Bond ETF464287242SHS326,086$36,789,000thousands by filing date
ISHARES MSCI EAFE MIN VOL FACTOR ETF46429B689ETF536,067$35,734,000thousands by filing date
Vanguard Mid-Cap ETF922908629SHS248,319$34,313,000thousands by filing date
VTI922908769COM258,777$33,028,000thousands by filing date
Vanguard Short-Term Bond ETF921937827SHS418,814$32,906,000thousands by filing date
Verizon Communications Inc92343V104COM579,705$32,591,000thousands by filing date
ISHARES RUSSELL 1000 VALUE ETF464287598ETF283,601$31,494,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33739Q408FIRST TR ENH NEW520,465$31,150,000thousands by filing date
iShares Core Dividend Growth ETF46434V621SHS904,566$30,014,000thousands by filing date
iShares Core MSCI Emerging Markets ETF46434G103SHS618,935$29,183,000thousands by filing date
Financial Select Sector SPDR Fund81369Y605SHS1,210,675$28,838,000thousands by filing date
Vanguard Small-Cap ETF922908751SHS216,288$28,548,000thousands by filing date
Alphabet Inc. Reg. Shares A02079K305COM26,861$28,069,000thousands by filing date
Johnson & Johnson478160104COM214,201$27,643,000thousands by filing date
FIRST TR VALUE LINE DIVID IN33734H106SHS945,163$27,485,000thousands by filing date
ISHARES TR464288687COM791,431$27,091,000thousands by filing date
JPMorgan Chase & Co46625H100COM267,670$26,130,000thousands by filing date
INVESCO EXCHANGE-TRADED FD TR S&P 500 EQUAL WEIGHT ETF46137V357COM284,824$26,033,000thousands by filing date
iShares S&P 500 Growth ETF464287309SHS167,942$25,304,000thousands by filing date
AT&T Inc00206R102COM882,716$25,193,000thousands by filing date
Visa Inc92826C839COM189,599$25,016,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33738R605DORSEY WRT 5 ETF988,396$24,957,000thousands by filing date
iShares TIPS Bond ETF464287176SHS225,622$24,708,000thousands by filing date
Home Depot, Inc437076102COM138,587$23,812,000thousands by filing date
Vanguard FTSE Developed Markets ETF921943858SHS640,230$23,753,000thousands by filing date
Berkshire Hathaway Inc084670702COM115,540$23,591,000thousands by filing date
iShares S&P 500 Value ETF464287408SHS230,502$23,313,000thousands by filing date
ISHARES TR464288281JPMORGAN USD EMG221,361$23,002,000thousands by filing date
Vanguard Mid-Cap Value ETF922908512SHS240,808$22,939,000thousands by filing date
ISHARES RUSSELL 1000 ETF464287622ETF163,652$22,697,000thousands by filing date
PIMCO ETF TR72201R833ENHAN SHRT MA AC220,916$22,301,000thousands by filing date
BlackRock Ultra Short-Term Bond ETF46434V878SHS437,510$21,908,000thousands by filing date
ISHARES TR464287234MSCI EMG MKT ETF557,467$21,775,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E198S&P MIDCP LOW483,192$21,449,000thousands by filing date
ISHARES MSCI EAFE SMALL-CAP ETF464288273ETF411,731$21,336,000thousands by filing date
VANGUARD HEALTH CARE ETF92204A504ETF132,582$21,293,000thousands by filing date
ISHARES TR464288638ISHS 5-10YR INVT405,393$21,251,000thousands by filing date
iShares Russell Midcap ETF464287499SHS452,928$21,052,000thousands by filing date
Vanguard Total Bond Market ETF921937835SHS260,057$20,599,000thousands by filing date
Vanguard Small-Cap Value ETF922908611SHS178,505$20,360,000thousands by filing date
Walt Disney Co254687106COM181,254$19,875,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E354S&P500 LOW VOL425,067$19,829,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33733E302DJ INTERNT IDX167,444$19,534,000thousands by filing date
iShares Global Tech ETF464287291SHS132,438$19,075,000thousands by filing date
MasterCard, Inc57636Q104COM99,996$18,864,000thousands by filing date
ISHARES TR464288513IBOXX HI YD ETF232,036$18,818,000thousands by filing date
iShares U.S. Aerospace & Defense ETF464288760SHS108,419$18,741,000thousands by filing date
Boeing Company097023105COM58,009$18,708,000thousands by filing date
Chevron Corporation166764100COM170,700$18,570,000thousands by filing date
EXXON MOBIL CORP30231G102COM272,295$18,568,000thousands by filing date
Procter & Gamble Co742718109COM201,892$18,558,000thousands by filing date
Cisco Systems,Inc.17275R102COM421,002$18,242,000thousands by filing date
J P MORGAN EXCHANGE TRADED F46641Q837ULTRA SHRT ETF362,528$18,174,000thousands by filing date
Vanguard Mid-Cap Growth ETF922908538SHS151,000$18,073,000thousands by filing date
SELECT SECTOR SPDR TR81369Y308STATE STREET CON349,834$17,765,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD337345102SHS259,240$17,644,000thousands by filing date
META PLATFORMS INC CL A30303M102COM133,215$17,463,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E511PFD ETF1,288,428$17,355,000thousands by filing date
Coca-Cola Company191216100COM362,977$17,187,000thousands by filing date
iShares Floating Rate Bond ETF46429B655SHS339,910$17,118,000thousands by filing date
SPDR GOLD TR78463V107GOLD SHS141,110$17,110,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33733E880DORSEY WRIGHT PE649,625$16,796,000thousands by filing date
UnitedHealth Group Inc91324P102COM66,076$16,461,000thousands by filing date
Alphabet Inc. Reg. Shares C02079K107COM15,806$16,368,000thousands by filing date
ISHARES TR464287457COM195,377$16,337,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138G102S&P SMLCP LOW382,577$16,313,000thousands by filing date
AbbVie,Inc.00287Y109COM176,467$16,268,000thousands by filing date
FIRST TR EXCHANGE-TRADED ALP33734K109COM SHS311,741$16,248,000thousands by filing date
Pfizer Inc.717081103COM372,126$16,243,000thousands by filing date
ISHARES TR46429B663CORE HIGH DV ETF190,814$16,101,000thousands by filing date
Altria Group Inc02209S103COM325,170$16,060,000thousands by filing date
VANGUARD INDEX FDS922908637LARGE CAP ETF137,742$15,821,000thousands by filing date
ISHARES TR464287648RUS 2000 GRW ETF93,148$15,649,000thousands by filing date
UNITED TECHNOLOGIES CORP913017109COM144,248$15,360,000thousands by filing date
Energy Select Sector SPDR Fund81369Y506SHS263,131$15,091,000thousands by filing date
Utilities Select Sector SPDR Fund81369Y886SHS284,725$15,068,000thousands by filing date
ISHARES INC464286533MSCI EMERG MRKT265,051$14,808,000thousands by filing date
ISHARES TR464288414NATIONAL MUN ETF130,968$14,281,000thousands by filing date
VANGUARD STAR FDS921909768COM297,290$14,038,000thousands by filing date
STATE STR SPDR DOW JONES IND78467X109UT SER 158,841$13,722,000thousands by filing date
Intel Corp458140100COM282,915$13,277,000thousands by filing date
iShares U.S. Medical Devices ETF464288810SHS65,371$13,062,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33734X176TECH ALPHADEX247,979$13,031,000thousands by filing date
Merck & Co.,Inc.58933Y105COM170,449$13,024,000thousands by filing date
ISHARES RUSSELL MID-CAP GROWTH ETF464287481ETF114,515$13,021,000thousands by filing date
ISHARES MORNINGSTAR GROWTH ETF464287119ETF80,980$12,838,000thousands by filing date
SPDW78463X889COM482,969$12,775,000thousands by filing date
ISHARES TR464288448INTL SEL DIV ETF444,330$12,757,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33733E203NY ARCA BIOTECH102,512$12,732,000thousands by filing date
Vanguard Small-Cap Growth ETF922908595SHS82,291$12,392,000thousands by filing date
ISHARES TR46432F388MSCI USA VALUE162,213$11,772,000thousands by filing date
Technology Select Sector SPDR Fund81369Y803SHS188,457$11,681,000thousands by filing date
Health Care Select Sector SPDR Fund81369Y209SHS133,296$11,531,000thousands by filing date
PepsiCo,Inc.713448108COM103,477$11,432,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V613RAFI US 1000 ETF111,994$11,375,000thousands by filing date
VGT92204A702SHS68,081$11,358,000thousands by filing date
ISHARES TR464287168COM126,257$11,276,000thousands by filing date
SELECT SECTOR SPDR TR81369Y407SBI CONS DISCR112,585$11,147,000thousands by filing date
iShares MSCI EAFE Value ETF464288877SHS245,658$11,109,000thousands by filing date
Bank of America Corp060505104COM449,858$11,085,000thousands by filing date
ISHARES 1-5 YEAR INVESTMENT GRADE CORPORATE BOND ETF464288646ETF212,904$10,994,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33734X143HLTH CARE ALPH158,728$10,932,000thousands by filing date
ISHARES TR464288257MSCI ACWI ETF170,260$10,924,000thousands by filing date
iShares U.S. Technology ETF464287721SHS67,747$10,835,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33741L108CMN598,890$10,768,000thousands by filing date
iShares Gold Trust464285105ISHARES859,660$10,565,000thousands by filing date
Vanguard Real Estate922908553SHS141,315$10,538,000thousands by filing date
Vanguard Total International Bond Index Fund ETF92203J407SHS193,215$10,482,000thousands by filing date
McDonalds Corporation580135101COM56,797$10,085,000thousands by filing date
VANGUARD SCOTTSDALE FDS92206C409COM128,732$10,033,000thousands by filing date
Starbucks Corporation855244109COM155,529$10,016,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33738R696CMN479,773$9,926,000thousands by filing date
Lockheed Martin Corporation539830109COM37,589$9,842,000thousands by filing date
iShares U.S. Treasury Bond ETF46429B267SHS398,805$9,831,000thousands by filing date
Adobe Inc00724F101COM42,992$9,727,000thousands by filing date
Walmart Inc.931142103COM103,601$9,650,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V837DORSEY WRIGHT MO196,946$9,546,000thousands by filing date
STATE STREET78464A813EXCHANGE TRADED158,111$9,482,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33741L207CMN615,691$9,475,000thousands by filing date
SPDR SERIES TRUST78464A698ST STR SP REGBNK201,151$9,412,000thousands by filing date
ISHARES RUSSELL MID-CAP VALUE ETF464287473ETF122,254$9,334,000thousands by filing date
ISHARES TR464287887S&P SML 600 GWT57,719$9,312,000thousands by filing date
SPDR S&P Midcap 400 ETF Trust78467Y107SHS30,588$9,258,000thousands by filing date
SPDR SER TR78464A359BBG CONV SEC ETF196,607$9,199,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E362S&P500 HDL VOL238,975$9,129,000thousands by filing date
Vanguard FTSE Pacific ETF922042866SHS150,552$9,128,000thousands by filing date
Caterpillar Inc.149123101COM71,773$9,120,000thousands by filing date
WISDOMTREE TR97717W505US MIDCAP DIVID287,396$9,090,000thousands by filing date
ISHARES TR464287630RUS 2000 VAL ETF84,267$9,062,000thousands by filing date
Vanguard S&P 500 Growth ETF921932505SHS66,495$8,977,000thousands by filing date
Philip Morris International Inc.718172109COM134,326$8,968,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD336917109SHS326,647$8,898,000thousands by filing date
FIRST TRUST LOW DURATION OPPORTUNITIES ETF33739Q200ETF173,500$8,857,000thousands by filing date
Costco Wholesale Corporation22160K105COM43,419$8,845,000thousands by filing date
ISHARES TR464287762US HLTHCARE ETF48,527$8,774,000thousands by filing date
VANGUARD WORLD FD92204A405FINANCIALS ETF147,766$8,771,000thousands by filing date
ISHARES MSCI USA QUALITY FACTOR ETF46432F339ETF112,762$8,656,000thousands by filing date
Waste Management, Inc.94106L109COM96,908$8,624,000thousands by filing date
SPDR SERIES TRUST78464A607ST STR DOW REIT99,589$8,565,000thousands by filing date
Netflix, Inc64110L106COM31,752$8,499,000thousands by filing date
Lowes Companies,Inc.548661107COM91,962$8,494,000thousands by filing date
3M CO COM88579Y101Stock44,496$8,478,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138G508SR LN ETF387,540$8,441,000thousands by filing date
ISHARES INC464286525MSCI GBL MIN VOL103,846$8,439,000thousands by filing date
ISHARES TR46434V381FUTU EXPO TE ETF253,440$8,429,000thousands by filing date
FIRST TR EXCH TRD ALPHDX FD33737J174DEV MRK EX US171,819$8,423,000thousands by filing date
SCHWAB STRATEGIC TR808524805INTL EQTY ETF296,787$8,414,000thousands by filing date
iShares Short Treasury Bond ETF464288679SHS75,743$8,354,000thousands by filing date
Duke Energy Corporation26441C204COM96,723$8,347,000thousands by filing date
iShares Core S&P Total U.S. Stock Market ETF464287150SHS144,431$8,198,000thousands by filing date
NIKE,Inc. Class B654106103COM109,493$8,118,000thousands by filing date
Vanguard Intermediate-Term Bond ETF921937819SHS97,909$7,959,000thousands by filing date
ISHARES TR464287556ISHARES BIOTECH81,679$7,876,000thousands by filing date
Amgen Inc.031162100COM40,413$7,867,000thousands by filing date
ISHARES CORE S&P U.S. GROWTH ETF464287671ETF146,590$7,725,000thousands by filing date
Wells Fargo & Company949746101COM166,847$7,688,000thousands by filing date
Abbott Laboratories002824100COM105,470$7,629,000thousands by filing date
VANGUARD ADMIRAL FDS INC921932869MIDCP 400 GRTH64,367$7,588,000thousands by filing date
ISHARES TR464287606S&P MC 400GR ETF39,133$7,483,000thousands by filing date
FIRST TR EXCH TRADED FD III33739E108PFD SECS INC ETF416,420$7,475,000thousands by filing date
VANGUARD S&P SMALL-CAP 600 ETF921932828ETF58,748$7,388,000thousands by filing date
Bristol-Myers Squibb Company110122108COM141,665$7,364,000thousands by filing date
Accenture Plc Class AG1151C101COM51,811$7,306,000thousands by filing date
Medtronic PlcG5960L103COM79,851$7,263,000thousands by filing date
SCHD808524797COM154,446$7,254,000thousands by filing date
SPDR Bloomberg 1-3 Month T-Bill ETF78468R663SHS77,753$7,111,000thousands by filing date
iShares S&P Small-Cap 600 Value ETF464287879SHS53,746$7,086,000thousands by filing date
iShares Treasury Floating Rate Bond ETF46434V860SHS140,617$7,069,000thousands by filing date
Comcast Corp20030N101COM207,505$7,066,000thousands by filing date
FIRST TR EXCHNG TRADED FD VI33740F888TCW UNCONSTRAI280,308$6,979,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33733E104CAP STRENGTH ETF143,529$6,930,000thousands by filing date
ALPS ETF TR00162Q858SECTR DIV DOGS173,954$6,807,000thousands by filing date
Southern Company842587107COM150,411$6,606,000thousands by filing date
ISHARES TR464287101S&P 100 ETF59,221$6,605,000thousands by filing date
SCHWAB STRATEGIC TR808524706EMRG MKTEQ ETF276,972$6,517,000thousands by filing date
ISHARES TR46428743220 YR TR BD ETF51,846$6,300,000thousands by filing date
United Parcel Service,Inc. Class B911312106COM64,236$6,265,000thousands by filing date
CROWN CASTLE INC COM22822V101REIT57,600$6,257,000thousands by filing date
Vanguard S&P Small-Cap 600 Value ETF921932778SHS54,810$6,227,000thousands by filing date
ISHARES TR46432F859CORE 1 5 YR USD125,986$6,181,000thousands by filing date
ALIBABA GROUP HLDG LTD01609W102SPONSORED ADS45,067$6,177,000thousands by filing date
Vanguard Consumer Discretionary ETF92204A108SHS40,224$6,055,000thousands by filing date
iShares MBS ETF464288588SHS57,622$6,030,000thousands by filing date
Honeywell Technologies438516106COM45,143$5,964,000thousands by filing date
KIMBERLY-CLARK CORP COM494368103Stock52,080$5,934,000thousands by filing date
iShares Expanded Tech-Software Sector ETF464287515SHS34,095$5,916,000thousands by filing date
Vanguard FTSE All-World ex-US Small-Cap ETF922042718SHS62,244$5,893,000thousands by filing date
International Business Machines Corporation459200101COM51,393$5,842,000thousands by filing date
iShares MSCI Japan ETF46434G822SHS113,751$5,766,000thousands by filing date
VANGUARD S&P SMALL-CAP 600 GROWTH ETF921932794ETF41,659$5,763,000thousands by filing date
SPDR SERIES TRUST BLOOMBERG BR78464A417BLOOMBERG BRCLYS169,595$5,697,000thousands by filing date
ISHARES TR464288620SHS106,915$5,661,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33734X192CLOUD COMPUTING116,645$5,654,000thousands by filing date
FIRST TR EXCHANGE-TRADED ALP33735K108COM SHS98,467$5,644,000thousands by filing date
VENTAS INC COM92276F100REIT96,175$5,635,000thousands by filing date
ISHARES TR464287580US CONSUM DISCRE31,126$5,631,000thousands by filing date
Texas Instruments Incorporated882508104COM59,448$5,618,000thousands by filing date
Union Pacific Corporation907818108COM40,390$5,583,000thousands by filing date
iShares Emerging Markets Dividend ETF464286319SHS144,376$5,404,000thousands by filing date
SPDR SERIES TRUST78468R739ST NUVE TERM ETF112,339$5,399,000thousands by filing date
ISHARES TR464287127MORNINGSTR US EQ37,721$5,376,000thousands by filing date
ISHARES TR46432F834COM102,276$5,373,000thousands by filing date
DOMINION ENERGY INC COM25746U109Stock74,709$5,339,000thousands by filing date
ALPS ETF TR00162Q866ALERIAN MLP605,551$5,286,000thousands by filing date
WISDOMTREE TR97717W570US MIDCAP FUND154,069$5,283,000thousands by filing date
BLACKROCK INC CL A COM09247X101COM13,439$5,279,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33738D101NO AMER ENERGY242,365$5,199,000thousands by filing date
ISHARES TR464287374NORTH AMERN NAT191,204$5,197,000thousands by filing date
DOWDUPONT INC26078J100COM95,777$5,122,000thousands by filing date
NVIDIA Corp67066G104COM38,090$5,085,000thousands by filing date
ISHARES TR4642874407-10 YR TRSY BD48,416$5,045,000thousands by filing date
NextEra Energy,Inc.65339F101COM28,969$5,035,000thousands by filing date
Booking Holdings Inc.09857L108COM2,900$4,995,000thousands by filing date
PAYPALHLDGSINC70450Y103STOK59,339$4,990,000thousands by filing date
Oracle Corporation68389X105COM109,797$4,957,000thousands by filing date
ISHARES TR46434V696CORE MSCI PAC97,738$4,947,000thousands by filing date
Vanguard FTSE All-World ex-US ETF922042775SHS107,464$4,898,000thousands by filing date
Vanguard Consumer Staples ETF92204A207SHS37,122$4,869,000thousands by filing date
BP PLC SPONSORED ADR055622104ADR128,380$4,868,000thousands by filing date
PAYCHEX INC704326107COM73,933$4,817,000thousands by filing date
AMERICAN ELEC PWR CO INC COM025537101Stock63,548$4,750,000thousands by filing date
iShares Currency Hedged MSCI EAFE ETF46434V803SHS183,779$4,743,000thousands by filing date
VANGUARD MALVERN FDS922020805SHS98,064$4,699,000thousands by filing date
iShares MSCI ACWI ex U.S. ETF464288240SHS111,707$4,687,000thousands by filing date
FIRST TR EXCH TRD ALPHDX FD33737J182EMERG MKT ALPH204,454$4,668,000thousands by filing date
CSX Corporation126408103COM74,918$4,655,000thousands by filing date
CONSOLIDATED EDISON INC209115104COM60,706$4,642,000thousands by filing date
INVESCO ACTIVELY MANAGED EXC46090A887ULTRA SHRT DUR92,234$4,618,000thousands by filing date
Schwab US Mid-Cap ETF808524508SHS95,529$4,579,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33734X135FINLS ALPHADEX169,442$4,577,000thousands by filing date
SELECT SECTOR SPDR TR81369Y704INDL71,018$4,574,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E784EMRNG MKT SVRG172,415$4,555,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V241S&P500 QUALITY162,019$4,506,000thousands by filing date
PROSHARES TR74348A467S&P 500 DV ARIST74,163$4,490,000thousands by filing date
BCE INC COM NEW05534B760Stock112,947$4,465,000thousands by filing date
GLAXOSMITHKLINE PLC-ADR37733W105SPONSORED ADR116,676$4,458,000thousands by filing date
SPDR SER TR78464A870S&P BIOTECH61,171$4,389,000thousands by filing date
OREILLY AUTOMOTIVE INC COM67103H107Stock12,650$4,356,000thousands by filing date
FS KKR CAPITAL CORP302635107COM838,189$4,342,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33739Q507SSI STRG ETF157,443$4,333,000thousands by filing date
SPDR S&P Aerospace & Defense ETF78464A631SHS54,820$4,326,000thousands by filing date
SPDR INDEX SHS FDS78463X749ST DOW GLOBA ETF96,953$4,291,000thousands by filing date
ENBRIDGE INC COM29250N105Stock137,068$4,260,000thousands by filing date
GENERAL MILLS INC COM370334104Stock109,330$4,257,000thousands by filing date
Eli Lilly and Company532457108COM36,267$4,197,000thousands by filing date
ISHARES TR4642886613 7 YR TREAS BD34,555$4,195,000thousands by filing date
VANECK ETF TRUST92189H300JP MRGAN EM LOC126,022$4,159,000thousands by filing date
Salesforce.com, Inc79466L302COM30,074$4,119,000thousands by filing date
Tesla Motors, Inc88160R101COM12,219$4,066,000thousands by filing date
Goldman Sachs Group,Inc.38141G104COM24,259$4,053,000thousands by filing date
ISHARES TR464288737GLB CNSM STP ETF87,230$4,010,000thousands by filing date
ISHARES TR464287689RUSSELL 3000 ETF27,061$3,976,000thousands by filing date
iShares Mortgage Real Estate ETF46435G342SHS99,336$3,967,000thousands by filing date
GENERAL DYNAMICS CORP COM369550108Stock25,003$3,931,000thousands by filing date
CENCORA INC COM03073E105Stock52,597$3,913,000thousands by filing date
PROSHARES TR74347R248LARGE CAP CRE64,509$3,911,000thousands by filing date
FEDEX CORP COM31428X106Stock23,780$3,836,000thousands by filing date
Automatic Data Processing,Inc.053015103COM29,085$3,814,000thousands by filing date
SHERWIN WILLIAMS CO824348106COM9,640$3,793,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V530CMN34,528$3,792,000thousands by filing date
DB COMMODITY INDEX TRACKING46138B103ETF260,792$3,779,000thousands by filing date
GENERAL MTRS CO COM37045V100Stock112,607$3,767,000thousands by filing date
Citigroup Inc.172967424COM71,828$3,739,000thousands by filing date
ROYAL DUTCH SHELL PLC SPN ADR780259206SPONS ADR A62,482$3,641,000thousands by filing date
Vanguard Extended Market ETF922908652SHS36,250$3,618,000thousands by filing date
DBX ETF TR233051200XTRACK MSCI EAFE129,636$3,617,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V266S&P500 PUR GWT36,039$3,591,000thousands by filing date
Chubb LimitedH1467J104COM27,191$3,512,000thousands by filing date
ISHARES TR464288208MRGSTR MD CP ETF21,588$3,489,000thousands by filing date
VANGUARD SCOTTSDALE FDS92206C680COM25,875$3,480,000thousands by filing date
IQVIA HLDGS INC COM46266C105Stock29,955$3,480,000thousands by filing date
Schwab US TIPS ETF808524870SHS65,147$3,469,000thousands by filing date
VANGUARD TAX-EXEMPT BOND ETF922907746ETF67,911$3,467,000thousands by filing date
ZOETIS INC CL A98978V103Stock40,513$3,465,000thousands by filing date
American Express Company025816109COM36,042$3,436,000thousands by filing date
WALGREENS BOOTS ALLIANCE INC931427108COM50,207$3,431,000thousands by filing date
ISHARES SHORT-TERM NATIONAL MUNI BOND ETF464288158ETF32,525$3,428,000thousands by filing date
Qualcomm Incorporated747525103COM59,373$3,379,000thousands by filing date
ConocoPhillips20825C104COM54,008$3,367,000thousands by filing date
WELLTOWER INC COM95040Q104REIT48,387$3,359,000thousands by filing date
OCCIDENTAL PETE CORP674599105COM54,501$3,345,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V621FINL PFD ETF191,075$3,317,000thousands by filing date
FORD MTR CO COM345370860Stock433,115$3,313,000thousands by filing date
Gilead Sciences,Inc.375558103COM52,727$3,298,000thousands by filing date
Deere & Company244199105COM21,993$3,281,000thousands by filing date
CVS Health Corporation126650100COM49,042$3,213,000thousands by filing date
ISHARES TR46435G102CONV BD ETF60,762$3,191,000thousands by filing date
Elevance Health, Inc.036752103COM12,082$3,173,000thousands by filing date
SRH TOTAL RETURN FUND INC101507101COM303,247$3,163,000thousands by filing date
iShares U.S. Financials ETF464287788SHS29,658$3,155,000thousands by filing date
iShares Core S&P U.S. Value ETF464287663SHS64,132$3,148,000thousands by filing date
ISHARES TR46429B598MSCI INDIA ETF94,340$3,145,000thousands by filing date
TJX Companies Inc872540109COM69,309$3,101,000thousands by filing date
FIRST TR EXCH TRADED FD III33739N108MANAGD MUN ETF58,911$3,100,000thousands by filing date
NOVARTIS AG SPONSORED ADR66987V109ADR35,980$3,087,000thousands by filing date
Vanguard Utilities ETF92204A876SHS25,886$3,050,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V399S&P500 BUY WRT153,843$3,038,000thousands by filing date
VANGUARD BD INDEX FDS921937793LONG TERM BOND34,631$3,031,000thousands by filing date
PIMCO STRATEGIC INCOME FD72200X104COM311,213$3,013,000thousands by filing date
iShares Morningstar Mid-Cap Value ETF464288406SHS21,607$2,999,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V746LARGE CAP GROWTH72,174$2,993,000thousands by filing date
VODAFONE GROUP PLC SPONSORED ADR92857W308ADR154,341$2,976,000thousands by filing date
PHILLIPS 66 COM718546104Stock34,361$2,960,000thousands by filing date
GENERAL ELEC CO369604103COM385,383$2,917,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V282S&P500 EQL TEC20,599$2,901,000thousands by filing date
LAUDER ESTEE COS INC CL A518439104Stock22,262$2,896,000thousands by filing date
METLIFE INC COM59156R108Stock69,961$2,873,000thousands by filing date
SELECT SECTOR SPDR TR81369Y100SBI MATERIALS56,800$2,870,000thousands by filing date
CLOROX CO DEL189054109COM18,238$2,811,000thousands by filing date
SSGA ACTIVE ETF TR78467V848ST STR TOTAL ETF58,943$2,792,000thousands by filing date
Broadcom Inc.11135F101COM10,920$2,777,000thousands by filing date
REALTY INCOME CORP COM756109104REIT43,988$2,773,000thousands by filing date
TOTALENERGIES SE89151E109SPONSORED ADS53,125$2,772,000thousands by filing date
WISDOMTREE TR97717W760INTL SMCAP DIV45,904$2,769,000thousands by filing date
BAIDU INC SPON ADR REP A056752108ADR17,434$2,765,000thousands by filing date
Vanguard Short-Term Treasury ETF92206C102SHS45,659$2,745,000thousands by filing date
Vanguard Materials ETF92204A801SHS24,570$2,723,000thousands by filing date
CUMMINS INC COM231021106Stock20,347$2,719,000thousands by filing date
Vanguard Energy ETF92204A306SHS35,189$2,713,000thousands by filing date
REGENERON PHARMACEUTICALS COM75886F107Stock7,194$2,687,000thousands by filing date
ISHARES MSCI EAFE GROWTH ETF464288885ETF38,842$2,683,000thousands by filing date
FIRST TR NAS100 EQ WEIGHTED337344105SHS48,907$2,670,000thousands by filing date
TAIWAN SEMICONDUCTOR MFG874039100SPONSORED ADS71,509$2,639,000thousands by filing date
ISHARES INC MSCI EURZONE ETF464286608MSCI EURZONE ETF75,239$2,638,000thousands by filing date
WESTERN ASSET MTG DEFINED OP95790B109COM128,912$2,629,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V308BUYBACK ACHIEV50,234$2,621,000thousands by filing date
JP MORGAN CHASE & CO46625H365EXCHANGE TRADED117,161$2,615,000thousands by filing date
Vanguard Total World Stock ETF922042742SHS39,343$2,575,000thousands by filing date
JPMORGAN DVRSFD RTRN INTRNL EQT ETF46641Q209COM50,211$2,555,000thousands by filing date
SPDR SERIES TRUST78464a201ST STR SP600GRWO46,930$2,531,000thousands by filing date
CANADIANNATLRYCOF136375102STOK34,070$2,525,000thousands by filing date
Vanguard FTSE Europe ETF922042874SHS51,820$2,520,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138G870VAR RATE PFD109,980$2,510,000thousands by filing date
Schwab U.S. Large-Cap Growth ETF808524300SHS36,378$2,508,000thousands by filing date
Invesco S&P 500 Momentum ETF46138E339SHS74,186$2,505,000thousands by filing date
METTLER TOLEDO INTERNATIONAL COM592688105Stock4,378$2,476,000thousands by filing date
WISDOMTREE TR97717W604US SMALLCAP DIVD100,813$2,473,000thousands by filing date
THE COOPER COMPANIES216648402COM NEW9,679$2,463,000thousands by filing date
TARGET CORP COM87612E106Stock37,196$2,458,000thousands by filing date
NTNLGRIDPLCADRFSPONSOREDADR1ADRREPS5ORDSHS636274409STOK50,797$2,437,000thousands by filing date
PIMCO ETF TR72201R7830-5 HIGH YIELD25,448$2,421,000thousands by filing date
ISHARES TR464287697U.S. UTILITS ETF17,997$2,416,000thousands by filing date
Morgan Stanley617446448COM60,859$2,413,000thousands by filing date
Intuitive Surgical,Inc.46120E602COM5,019$2,404,000thousands by filing date
PPL CORP COM69351T106Stock83,963$2,379,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33738R878DORSEY WRIGHT101,483$2,377,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33738D309SENIOR LN FD52,051$2,369,000thousands by filing date
SCHWAB STRATEGIC TR808524409US LCAP VA ETF47,763$2,354,000thousands by filing date
DELTA AIR LINES INC COM NEW247361702Stock46,905$2,341,000thousands by filing date
ISHARES TR46435G433MSCI USA SMCP MN80,597$2,341,000thousands by filing date
FIRST TRUST HIGH YIELD LONG/SH33738D408FIRST TR TA HIYL51,880$2,327,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V100AEROSPACE DEFN46,893$2,319,000thousands by filing date
BIOGEN INC COM09062X103Stock7,690$2,314,000thousands by filing date
ISHARES TR464287564SELECT US REIT23,979$2,295,000thousands by filing date
iShares 0-5 Year High Yield Corporate Bond ETF46434V407COM51,477$2,293,000thousands by filing date
HDFC BANK LTD SPONSORED ADS40415F101ADR22,132$2,293,000thousands by filing date
ISHARES TR464289438RUS TP200 GR ETF31,960$2,293,000thousands by filing date
MACYS INC COM55616P104Stock76,309$2,272,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V217S&P MDCP400 PR17,213$2,267,000thousands by filing date
SHOPIFY INC82509L107CL A SUB VTG SHS16,316$2,259,000thousands by filing date
FIRST TR EXCHANGE-TRADED ALP33737M300SML CP GRW ALP56,103$2,251,000thousands by filing date
WISDOMTREE TR97717X594ITL HDG QTLY DIV80,862$2,250,000thousands by filing date
VANGUARD SCOTTSDALE FDS92206C771SHS43,658$2,248,000thousands by filing date
CELGENE CORP151020104COM35,014$2,244,000thousands by filing date
WP CAREY INC COM92936U109REIT34,297$2,241,000thousands by filing date
VanEck High Yield Muni ETF92189H409SHS36,361$2,219,000thousands by filing date
RPM INTL INC COM749685103Stock37,595$2,210,000thousands by filing date
Ishares Ibonds Dec46434VBK5ETF89,889$2,190,000thousands by filing date
FIRST TR EXCH TRD ALPHDX FD33737J117EUROPE ALPHADEX70,120$2,172,000thousands by filing date
Mondelez International,Inc. Class A609207105COM53,735$2,151,000thousands by filing date
XCELENERGY INC98389B100COM43,341$2,135,000thousands by filing date
ISHARES46434VBA7EXCHANGE TRADED88,314$2,135,000thousands by filing date
ISHARES TR464288828US HLTHCR PR ETF12,892$2,130,000thousands by filing date
Ishares Ibonds Dec46434VAQ3ETF85,090$2,126,000thousands by filing date
SCHWAB STRATEGIC TR808524771FUNDAMENTAL US L62,321$2,118,000thousands by filing date
Pimco Income Oppty Fund72202B100COM83,184$2,112,000thousands by filing date
EATON VANCE TAX-MANAGED BUY-27828Y108COM155,306$2,094,000thousands by filing date
ISHARES TR464287739U.S. REAL ES ETF27,843$2,087,000thousands by filing date
BAXTER INTL INC071813109COM31,698$2,086,000thousands by filing date
Fidelity MSCI Information Technology Index ETF316092808SHS42,350$2,085,000thousands by filing date
GALLAGHER ARTHUR J & CO COM363576109Stock28,236$2,081,000thousands by filing date
GUGGENHEIM STRATEGIC OPPORTU40167F101COM SBI113,879$2,081,000thousands by filing date
American Tower Corporation03027X100COM13,133$2,077,000thousands by filing date
COLGATE PALMOLIVE CO COM194162103Stock34,885$2,076,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33734X101CONSUMR DISCRE56,330$2,076,000thousands by filing date
SPDR SERIES TRUST78464A649ST STR AGGRE ETF74,326$2,070,000thousands by filing date
GLOBAL X FDS37954Y715RBTCS ARTFL INTE122,472$2,050,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V738LARGE CAP VALUE62,517$2,040,000thousands by filing date
SPDR S&P 600 Small Cap Value ETF78464A300SHS37,490$2,018,000thousands by filing date
EBAY INC. COM278642103Stock71,883$2,018,000thousands by filing date
ISHARES46434VAX8EXCHANGE TRADED82,847$2,004,000thousands by filing date
SPDR SERIES TRUST78468R887ST STR R2K LOWV24,066$1,995,000thousands by filing date
INTERNATIONAL PAPER CO COM460146103Stock49,229$1,987,000thousands by filing date
ISHARES TR464288778US REGNL BKS ETF49,828$1,985,000thousands by filing date
DISCOVER FINL SVCS254709108COM33,635$1,984,000thousands by filing date
BECTON DICKINSON & CO075887109COM8,772$1,977,000thousands by filing date
ASTRAZENECA PLC SPONSORED ADR046353108ADR51,683$1,963,000thousands by filing date
FIRST TR EXCHANGE-TRADED FD33733B100WTR ETF44,711$1,963,000thousands by filing date
EMERSON ELEC CO COM291011104Stock32,839$1,962,000thousands by filing date
CANADIAN PACIFIC RAILWAYS13645T100COM11,012$1,956,000thousands by filing date
JANUS DETROIT STR TR47103U886HENDRSN SHRT ETF39,773$1,949,000thousands by filing date
Thermo Fisher Scientific Inc.883556102COM8,702$1,947,000thousands by filing date
BRITISH AMERN TOB PLC SPONSORED ADR110448107ADR61,044$1,945,000thousands by filing date
SPDR SER TR78468R721NUVEEN BLMBRG MU40,266$1,938,000thousands by filing date
SPDR SER TR STATE STR SPDR PORT S&P 500 ETF78464A854SHS66,220$1,934,000thousands by filing date
KRAFT HEINZ CO COM500754106Stock44,755$1,926,000thousands by filing date
DOUBLELINE INCOME SOLUTIONS258622109COM110,803$1,920,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33734X846NASDAQ CYB ETF81,829$1,916,000thousands by filing date
Vanguard Intermediate-Term Corporate Bond ETF92206C870SHS22,912$1,898,000thousands by filing date
AFLAC INC COM001055102Stock41,504$1,891,000thousands by filing date
STERIS PLCG84720104SHS USD17,610$1,882,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E644INTL BUYBACK65,152$1,877,000thousands by filing date
ONEOK INC NEW682680103COM34,561$1,865,000thousands by filing date
WISDOMTREE TR97717W281EMG MKTS SMCAP44,533$1,865,000thousands by filing date
FIRST TR SML CP CORE ALPHA F33734Y109COM SHS34,275$1,856,000thousands by filing date
TEVA PHARMACEUTICAL INDS LTD SPONSORED ADS881624209ADR120,056$1,851,000thousands by filing date
DNP SELECT INCOME FD INC23325P104COM178,007$1,851,000thousands by filing date
UNILEVER N V904784709N Y SHS NEW34,246$1,842,000thousands by filing date
CANADIAN IMPERIAL BANK OF COMM COM136069101Stock24,631$1,836,000thousands by filing date
CAPITAL ONE FINL CORP14040H105COM24,137$1,825,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E149S&P SMLCP HELT16,920$1,819,000thousands by filing date
ISHARES TR464287192US TRSPRTION10,989$1,813,000thousands by filing date
HP INC COM40434L105Stock88,132$1,803,000thousands by filing date
PNC FINL SVCS GROUP INC COM693475105Stock15,332$1,792,000thousands by filing date
NORFOLK SOUTHN CORP COM655844108Stock11,967$1,790,000thousands by filing date
TWITTER INC90184L102COM61,999$1,782,000thousands by filing date
SPDR Portfolio S&P 500 Growth ETF78464A409SHS54,671$1,777,000thousands by filing date
PRUDENTIAL FINL INC COM744320102Stock21,784$1,776,000thousands by filing date
FIRST TR EXCH TRADED FD III33739P103LNG/SHT EQUITY47,685$1,769,000thousands by filing date
Prologis,Inc.74340W103COM30,073$1,766,000thousands by filing date
SPDR Bloomberg Investment Grade Floating Rate ETF78468R200SHS58,017$1,762,000thousands by filing date
FIRST TR EXCHANGE-TRADED ALP33735J101COM SHS38,056$1,759,000thousands by filing date
Vanguard Communication Services ETF92204A884SHS23,570$1,746,000thousands by filing date
RAYTHEON CO755111507COM NEW11,329$1,737,000thousands by filing date
ECOLAB INC COM278865100Stock11,771$1,734,000thousands by filing date
ICON PUB LTD CO SHSG4705A100Stock13,401$1,732,000thousands by filing date
BANK OF NY MELLON CORP COM064058100Stock36,696$1,727,000thousands by filing date
VANGUARD MORNINGSTAR MEGA CAP VALUE ETF921910840ETF24,051$1,719,000thousands by filing date
Charles Schwab Corp808513105COM41,277$1,714,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33738R506RISNG DIVD ACHIV64,477$1,709,000thousands by filing date
ISHARES TR464288562RESIDENTIAL MULT27,351$1,705,000thousands by filing date
ADAMS DIVERSIFIED EQUITY FD006212104COM134,078$1,692,000thousands by filing date
INGERSOLL-RAND PLCG47791101SHS18,503$1,688,000thousands by filing date
MCCORMICK & CO INC COM NON VTG579780206Stock12,091$1,684,000thousands by filing date
ISHARES INC464286285JP MRGN EM HI BD37,908$1,682,000thousands by filing date
BLOCK INC CL A852234103Stock29,962$1,681,000thousands by filing date
KEYSIGHT TECHNOLOGIES INC COM49338L103Stock26,988$1,675,000thousands by filing date
iShares S&P Mid-Cap 400 Value ETF464287705SHS12,056$1,668,000thousands by filing date
UNITED RENTALS INC COM911363109Stock16,193$1,660,000thousands by filing date
SCHWAB STRATEGIC TR8085247221000 INDEX ETF67,711$1,660,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V175S&P SML600 GWT15,890$1,655,000thousands by filing date
NUVEEN67072C105EXCHANGE TRADED199,429$1,651,000thousands by filing date
Cigna Corporation125523100COM8,689$1,650,000thousands by filing date
HORMEL FOODS CORP COM440452100Stock38,630$1,649,000thousands by filing date
UNILEVER PLC904767704SPON ADR NEW31,278$1,634,000thousands by filing date
VALERO ENERGY CORP COM91913Y100Stock21,776$1,633,000thousands by filing date
MARATHON PETE CORP COM56585A102Stock27,652$1,632,000thousands by filing date
NUCOR CORP COM670346105Stock31,479$1,631,000thousands by filing date
DTE ENERGY CO COM233331107Stock14,789$1,631,000thousands by filing date
SPDR SERIES TRUST78464A516ST INTL BBG ETF58,786$1,623,000thousands by filing date
INVESCO46138J882EXCHANGE TRADED78,217$1,612,000thousands by filing date
PIMCO DYNAMIC INCOME FD72201Y101SHS55,216$1,611,000thousands by filing date
ISHARES INC464286665MSCI PAC JP ETF39,215$1,596,000thousands by filing date
USBANCORPDEL902973304COM NEW34,759$1,588,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E537NATL AMT MUNI63,131$1,577,000thousands by filing date
DIVIDEND & INCOME FD INC25538A204COM NEW164,669$1,569,000thousands by filing date
AKAMAI TECHNOLOGIES INC COM00971T101Stock25,632$1,566,000thousands by filing date
Vanguard Long-Term Corporate Bond ETF92206C813SHS18,307$1,559,000thousands by filing date
DIAGEO PLC SPON ADR NEW25243Q205ADR10,934$1,551,000thousands by filing date
FIRST TR EXCHANGE TRADED FD33738R886DORSEY WRIGHT89,021$1,551,000thousands by filing date
Applied Materials,Inc.038222105COM47,347$1,550,000thousands by filing date
INVESCO HIGH YIELD EQUITY DIVIDEND ACHIEVERS ETF46137V563ETF97,778$1,549,000thousands by filing date
FIDELITY COVINGTON TRUST316092501MSCI FINLS IDX44,771$1,547,000thousands by filing date
ASMLHLDGNVFSPONSOREDADR1ADRREPS1ORDSHSN07059210STOK9,887$1,539,000thousands by filing date
CONSTELLATION BRANDS INC CL A21036P108Stock9,544$1,535,000thousands by filing date
SPDR SER TR78464A821S&P 400 MDCP GRW33,364$1,530,000thousands by filing date
Vanguard International Dividend Appreciation ETF921946810SHS26,547$1,529,000thousands by filing date

Amendment chain

FilingRoleFiledAcceptedIngested
13F-HR 0000701059-19-000001this filing2019-02-14acceptance time not in the bulk data set