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Follow up to Today's Webinar: Identifying Malformed Data

AnthonyValidity
Validity Team Member
Validity Team Member

Malformed Data often sneaks into our CRMs undetected. In this session we will take a closer look at how to identify malformed data in your CRM and provide an overview of how to use DemandTools for remediation.  

Check below for some of the Record Selection Criteria I used and formulas during our session.

Anthony Lardiere Jr
Senior Customer Success Manager
1 ACCEPTED SOLUTION

AnthonyValidity
Validity Team Member
Validity Team Member

Here is what I conditioned on in Tune to find fields that do not contain vowels. As a note, we could also exclude the acronyms found in the Account Name field by using four underscores and the operator of "like."

AnthonyValidity_0-1718898404444.png

 

Identifying malformed US zip codes in Tune can be accomplished by using wildcards.  I checked for 5 and 5-4 structured zip codes and only pulled in those that do not conform:
_____-____
_____

I also did an OR group statement looking for any zip code that contained letters:
A, B, C, D, E, F, G, H, I, J, K, L, M, N, O, P, Q, R, S, T, U, V, W, X, Y, Z

Repetitive letters or special characters in any field:
%AAAAA%, %BBBBB%, %CCCCC%, %DDDDD%, %EEEEE%, %FFFFF%, %GGGGG%, %HHHHH%, %IIIII%, %JJJJJ%, %KKKKK%, %LLLLL%, %MMMMM%, %NNNNN%, %OOOOO%, %PPPPP%, %QQQQQ%, %RRRRR%, %SSSSS%, %TTTTT%, %UUUUU%, %VVVVV%, %WWWWW%, %XXXXX%, %YYYYY%, %ZZZZZ%

"%```%, %~~~%, %!!!%, %@@@%, %###%, %$$$%, %^^^%,%&&&%,***,%(((%,%)))%,%---%,%\_\_\_%,%===%,%+++%,%[[[%,%{{{%,%]]]%,%}}}%, %\\\\\\%,%|||%,%;;;%,%:::%,%'''%, %\"\"\"%", "%,,,%", %<<<%, %...%, %>>>%, %///%, %???%

Field only has one letter:
A, B, C, D, E, F, G, H, I, J, K, L, M, N, O, P, Q, R, S, T, U, V, W, X, Y, Z

Malformed US Zip Code Checker in Modify:
RegExMatch( ${BillingPostalCode} , "^[0-9]{5}(?:-[0-9]{4})?$")

Malformed UK Postal Code Checker in Modify:
RegExMatch( ${BillingPostalCode} , "^[A-Z]{1,2}[0-9][A-Z0-9]? ?[0-9][A-Z]{2}$")

Maformed Canada Postal Code Checker in Modify:
RegExMatch(${BillingPostalCode}, "[ABCEGHJKLMNPRSTVXY][0-9][ABCEGHJKLMNPRSTVWXYZ] ?[0-9][ABCEGHJKLMNPRSTVWXYZ][0-9]")

Negative Money Fields that Should Always Be Positive:
<0 or you can say contains "-"

Malformed Email Checker for Tune (not complete list):
Contains:   !, #, $, \%, ^, &, *, (, ), [, ], {, }, :, ;, <, >, ",", /
Does not Contain:  @ symbol
List of Top Level Domains, "Ends with",
AAA, AARP, ABB, ABBOTT, ABBVIE, ABC, ABLE, ABOGADO, ABUDHABI, AC, ACADEMY, ACCENTURE, ACCOUNTANT, ACCOUNTANTS, ACO, ACTOR, AD, ADS, ADULT, AE, AEG, AERO, AETNA, AF, AFL, AFRICA, AG, AGAKHAN, AGENCY, AI, AIG, AIRBUS, AIRFORCE, AIRTEL, AKDN, AL, ALIBABA, ALIPAY, ALLFINANZ, ALLSTATE, ALLY, ALSACE, ALSTOM, AM, AMAZON, AMERICANEXPRESS, AMERICANFAMILY, AMEX, AMFAM, AMICA, AMSTERDAM, ANALYTICS, ANDROID, ANQUAN, ANZ, AO, AOL, APARTMENTS, APP, APPLE, AQ, AQUARELLE, AR, ARAB, ARAMCO, ARCHI, ARMY, ARPA, ART, ARTE, AS, ASDA, ASIA, ASSOCIATES, AT, ATHLETA, ATTORNEY, AU, AUCTION, AUDI, AUDIBLE, AUDIO, AUSPOST, AUTHOR, AUTO, AUTOS, AVIANCA, AW, AWS, AX, AXA, AZ, AZURE, BA, BABY, BAIDU, BANAMEX, BANANAREPUBLIC, BAND, BANK, BAR, BARCELONA, BARCLAYCARD, BARCLAYS, BAREFOOT, BARGAINS, BASEBALL, BASKETBALL, BAUHAUS, BAYERN, BB, BBC, BBT, BBVA, BCG, BCN, BD, BE, BEATS, BEAUTY, BEER, BENTLEY, BERLIN, BEST, BESTBUY, BET, BF, BG, BH, BHARTI, BI, BIBLE, BID, BIKE, BING, BINGO, BIO, BIZ, BJ, BLACK, BLACKFRIDAY, BLOCKBUSTER, BLOG, BLOOMBERG, BLUE, BM, BMS, BMW, BN, BNPPARIBAS, BO, BOATS, BOEHRINGER, BOFA, BOM, BOND, BOO, BOOK, BOOKING, BOSCH, BOSTIK, BOSTON, BOT, BOUTIQUE, BOX, BR, BRADESCO, BRIDGESTONE, BROADWAY, BROKER, BROTHER, BRUSSELS, BS, BT, BUILD, BUILDERS, BUSINESS, BUY, BUZZ, BV, BW, BY, BZ, BZH, CA, CAB, CAFE, CAL, CALL, CALVINKLEIN, CAM, CAMERA, CAMP, CANON, CAPETOWN, CAPITAL, CAPITALONE, CAR, CARAVAN, CARDS, CARE, CAREER, CAREERS, CARS, CASA, CASE, CASH, CASINO, CAT, CATERING, CATHOLIC, CBA, CBN, CBRE, CC, CD, CENTER, CEO, CERN, CF, CFA, CFD, CG, CH, CHANEL, CHANNEL, CHARITY, CHASE, CHAT, CHEAP, CHINTAI, CHRISTMAS, CHROME, CHURCH, CI, CIPRIANI, CIRCLE, CISCO, CITADEL, CITI, CITIC, CITY, CK, CL, CLAIMS, CLEANING, CLICK, CLINIC, CLINIQUE, CLOTHING, CLOUD, CLUB, CLUBMED, CM, CN, CO, COACH, CODES, COFFEE, COLLEGE, COLOGNE, COM, COMCAST, COMMBANK, COMMUNITY, COMPANY, COMPARE, COMPUTER, COMSEC, CONDOS, CONSTRUCTION, CONSULTING, CONTACT, CONTRACTORS, COOKING, COOL, COOP, CORSICA, COUNTRY, COUPON, COUPONS, COURSES, CPA, CR, CREDIT, CREDITCARD, CREDITUNION, CRICKET, CROWN, CRS, CRUISE, CRUISES, CU, CUISINELLA, CV, CW, CX, CY, CYMRU, CYOU, CZ, DABUR, DAD, DANCE, DATA, DATE, DATING, DATSUN, DAY, DCLK, DDS, DE, DEAL, DEALER, DEALS, DEGREE, DELIVERY, DELL, DELOITTE, DELTA, DEMOCRAT, DENTAL, DENTIST, DESI, DESIGN, DEV, DHL, DIAMONDS, DIET, DIGITAL, DIRECT, DIRECTORY, DISCOUNT, DISCOVER, DISH, DIY, DJ, DK, DM, DNP, DO, DOCS, DOCTOR, DOG, DOMAINS, DOT, DOWNLOAD, DRIVE, DTV, DUBAI, DUNLOP, DUPONT, DURBAN, DVAG, DVR, DZ, EARTH, EAT, EC, ECO, EDEKA, EDU, EDUCATION, EE, EG, EMAIL, EMERCK, ENERGY, ENGINEER, ENGINEERING, ENTERPRISES, EPSON, EQUIPMENT, ER, ERICSSON, ERNI, ES, ESQ, ESTATE, ET, EU, EUROVISION, EUS, EVENTS, EXCHANGE, EXPERT, EXPOSED, EXPRESS, EXTRASPACE, FAGE, FAIL, FAIRWINDS, FAITH, FAMILY, FAN, FANS, FARM, FARMERS, FASHION, FAST, FEDEX, FEEDBACK, FERRARI, FERRERO, FI, FIDELITY, FIDO, FILM, FINAL, FINANCE, FINANCIAL, FIRE, FIRESTONE, FIRMDALE, FISH, FISHING, FIT, FITNESS, FJ, FK, FLICKR, FLIGHTS, FLIR, FLORIST, FLOWERS, FLY, FM, FO, FOO, FOOD, FOOTBALL, FORD, FOREX, FORSALE, FORUM, FOUNDATION, FOX, FR, FREE, FRESENIUS, FRL, FROGANS, FRONTIER, FTR, FUJITSU, FUN, FUND, FURNITURE, FUTBOL, FYI, GA, GAL, GALLERY, GALLO, GALLUP, GAME, GAMES, GAP, GARDEN, GAY, GB, GBIZ, GD, GDN, GE, GEA, GENT, GENTING, GEORGE, GF, GG, GGEE, GH, GI, GIFT, GIFTS, GIVES, GIVING, GL, GLASS, GLE, GLOBAL, GLOBO, GM, GMAIL, GMBH, GMO, GMX, GN, GODADDY, GOLD, GOLDPOINT, GOLF, GOO, GOODYEAR, GOOG, GOOGLE, GOP, GOT, GOV, GP, GQ, GR, GRAINGER, GRAPHICS, GRATIS, GREEN, GRIPE, GROCERY, GROUP, GS, GT, GU, GUARDIAN, GUCCI, GUGE, GUIDE, GUITARS, GURU, GW, GY, HAIR, HAMBURG, HANGOUT, HAUS, HBO, HDFC, HDFCBANK, HEALTH, HEALTHCARE, HELP, HELSINKI, HERE, HERMES, HIPHOP, HISAMITSU, HITACHI, HIV, HK, HKT, HM, HN, HOCKEY, HOLDINGS, HOLIDAY, HOMEDEPOT, HOMEGOODS, HOMES, HOMESENSE, HONDA, HORSE, HOSPITAL, HOST, HOSTING, HOT, HOTELS, HOTMAIL, HOUSE, HOW, HR, HSBC, HT, HU, HUGHES, HYATT, HYUNDAI, IBM, ICBC, ICE, ICU, ID, IE, IEEE, IFM, IKANO, IL, IM, IMAMAT, IMDB, IMMO, IMMOBILIEN, IN, INC, INDUSTRIES, INFINITI, INFO, ING, INK, INSTITUTE, INSURANCE, INSURE, INT, INTERNATIONAL, INTUIT, INVESTMENTS, IO, IPIRANGA, IQ, IR, IRISH, IS, ISMAILI, IST, ISTANBUL, IT, ITAU, ITV, JAGUAR, JAVA, JCB, JE, JEEP, JETZT, JEWELRY, JIO, JLL, JM, JMP, JNJ, JO, JOBS, JOBURG, JOT, JOY, JP, JPMORGAN, JPRS, JUEGOS, JUNIPER, KAUFEN, KDDI, KE, KERRYHOTELS, KERRYLOGISTICS, KERRYPROPERTIES, KFH, KG, KH, KI, KIA, KIDS, KIM, KINDLE, KITCHEN, KIWI, KM, KN, KOELN, KOMATSU, KOSHER, KP, KPMG, KPN, KR, KRD, KRED, KUOKGROUP, KW, KY, KYOTO, KZ, LA, LACAIXA, LAMBORGHINI, LAMER, LANCASTER, LAND, LANDROVER, LANXESS, LASALLE, LAT, LATINO, LATROBE, LAW, LAWYER, LB, LC, LDS, LEASE, LECLERC, LEFRAK, LEGAL, LEGO, LEXUS, LGBT, LI, LIDL, LIFE, LIFEINSURANCE, LIFESTYLE, LIGHTING, LIKE, LILLY, LIMITED, LIMO, LINCOLN, LINK, LIPSY, LIVE, LIVING, LK, LLC, LLP, LOAN, LOANS, LOCKER, LOCUS, LOL, LONDON, LOTTE, LOTTO, LOVE, LPL, LPLFINANCIAL, LR, LS, LT, LTD, LTDA, LU, LUNDBECK, LUXE, LUXURY, LV, LY, MA, MADRID, MAIF, MAISON, MAKEUP, MAN, MANAGEMENT, MANGO, MAP, MARKET, MARKETING, MARKETS, MARRIOTT, MARSHALLS, MATTEL, MBA, MC, MCKINSEY, MD, ME, MED, MEDIA, MEET, MELBOURNE, MEME, MEMORIAL, MEN, MENU, MERCKMSD, MG, MH, MIAMI, MICROSOFT, MIL, MINI, MINT, MIT, MITSUBISHI, MK, ML, MLB, MLS, MM, MMA, MN, MO, MOBI, MOBILE, MODA, MOE, MOI, MOM, MONASH, MONEY, MONSTER, MORMON, MORTGAGE, MOSCOW, MOTO, MOTORCYCLES, MOV, MOVIE, MP, MQ, MR, MS, MSD, MT, MTN, MTR, MU, MUSEUM, MUSIC, MV, MW, MX, MY, MZ, NA, NAB, NAGOYA, NAME, NATURA, NAVY, NBA, NC, NE, NEC, NET, NETBANK, NETFLIX, NETWORK, NEUSTAR, NEW, NEWS, NEXT, NEXTDIRECT, NEXUS, NF, NFL, NG, NGO, NHK, NI, NICO, NIKE, NIKON, NINJA, NISSAN, NISSAY, NL, NO, NOKIA, NORTON, NOW, NOWRUZ, NOWTV, NP, NR, NRA, NRW, NTT, NU, NYC, NZ, OBI, OBSERVER, OFFICE, OKINAWA, OLAYAN, OLAYANGROUP, OLDNAVY, OLLO, OM, OMEGA, ONE, ONG, ONL, ONLINE, OOO, OPEN, ORACLE, ORANGE, ORG, ORGANIC, ORIGINS, OSAKA, OTSUKA, OTT, OVH, PA, PAGE, PANASONIC, PARIS, PARS, PARTNERS, PARTS, PARTY, PAY, PCCW, PE, PET, PF, PFIZER, PG, PH, PHARMACY, PHD, PHILIPS, PHONE, PHOTO, PHOTOGRAPHY, PHOTOS, PHYSIO, PICS, PICTET, PICTURES, PID, PIN, PING, PINK, PIONEER, PIZZA, PK, PL, PLACE, PLAY, PLAYSTATION, PLUMBING, PLUS, PM, PN, PNC, POHL, POKER, POLITIE, PORN, POST, PR, PRAMERICA, PRAXI, PRESS, PRIME, PRO, PROD, PRODUCTIONS, PROF, PROGRESSIVE, PROMO, PROPERTIES, PROPERTY, PROTECTION, PRU, PRUDENTIAL, PS, PT, PUB, PW, PWC, PY, QA, QPON, QUEBEC, QUEST, RACING, RADIO, RE, READ, REALESTATE, REALTOR, REALTY, RECIPES, RED, REDSTONE, REDUMBRELLA, REHAB, REISE, REISEN, REIT, RELIANCE, REN, RENT, RENTALS, REPAIR, REPORT, REPUBLICAN, REST, RESTAURANT, REVIEW, REVIEWS, REXROTH, RICH, RICHARDLI, RICOH, RIL, RIO, RIP, RO, ROCKS, RODEO, ROGERS, ROOM, RS, RSVP, RU, RUGBY, RUHR, RUN, RW, RWE, RYUKYU, SA, SAARLAND, SAFE, SAFETY, SAKURA, SALE, SALON, SAMSCLUB, SAMSUNG, SANDVIK, SANDVIKCOROMANT, SANOFI, SAP, SARL, SAS, SAVE, SAXO, SB, SBI, SBS, SC, SCB, SCHAEFFLER, SCHMIDT, SCHOLARSHIPS, SCHOOL, SCHULE, SCHWARZ, SCIENCE, SCOT, SD, SE, SEARCH, SEAT, SECURE, SECURITY, SEEK, SELECT, SENER, SERVICES, SEVEN, SEW, SEX, SEXY, SFR, SG, SH, SHANGRILA, SHARP, SHAW, SHELL, SHIA, SHIKSHA, SHOES, SHOP, SHOPPING, SHOUJI, SHOW, SI, SILK, SINA, SINGLES, SITE, SJ, SK, SKI, SKIN, SKY, SKYPE, SL, SLING, SM, SMART, SMILE, SN, SNCF, SO, SOCCER, SOCIAL, SOFTBANK, SOFTWARE, SOHU, SOLAR, SOLUTIONS, SONG, SONY, SOY, SPA, SPACE, SPORT, SPOT, SR, SRL, SS, ST, STADA, STAPLES, STAR, STATEBANK, STATEFARM, STC, STCGROUP, STOCKHOLM, STORAGE, STORE, STREAM, STUDIO, STUDY, STYLE, SU, SUCKS, SUPPLIES, SUPPLY, SUPPORT, SURF, SURGERY, SUZUKI, SV, SWATCH, SWISS, SX, SY, SYDNEY, SYSTEMS, SZ, TAB, TAIPEI, TALK, TAOBAO, TARGET, TATAMOTORS, TATAR, TATTOO, TAX, TAXI, TC, TCI, TD, TDK, TEAM, TECH, TECHNOLOGY, TEL, TEMASEK, TENNIS, TEVA, TF, TG, TH, THD, THEATER, THEATRE, TIAA, TICKETS, TIENDA, TIPS, TIRES, TIROL, TJ, TJMAXX, TJX, TK, TKMAXX, TL, TM, TMALL, TN, TO, TODAY, TOKYO, TOOLS, TOP, TORAY, TOSHIBA, TOTAL, TOURS, TOWN, TOYOTA, TOYS, TR, TRADE, TRADING, TRAINING, TRAVEL, TRAVELERS, TRAVELERSINSURANCE, TRUST, TRV, TT, TUBE, TUI, TUNES, TUSHU, TV, TVS, TW, TZ, UA, UBANK, UBS, UG, UK, UNICOM, UNIVERSITY, UNO, UOL, UPS, US, UY, UZ, VA, VACATIONS, VANA, VANGUARD, VC, VE, VEGAS, VENTURES, VERISIGN, VERSICHERUNG, VET, VG, VI, VIAJES, VIDEO, VIG, VIKING, VILLAS, VIN, VIP, VIRGIN, VISA, VISION, VIVA, VIVO, VLAANDEREN, VN, VODKA, VOLVO, VOTE, VOTING, VOTO, VOYAGE, VU, WALES, WALMART, WALTER, WANG, WANGGOU, WATCH, WATCHES, WEATHER, WEATHERCHANNEL, WEBCAM, WEBER, WEBSITE, WED, WEDDING, WEIBO, WEIR, WF, WHOSWHO, WIEN, WIKI, WILLIAMHILL, WIN, WINDOWS, WINE, WINNERS, WME, WOLTERSKLUWER, WOODSIDE, WORK, WORKS, WORLD, WOW, WS, WTC, WTF, XBOX, XEROX, XFINITY, XIHUAN, XIN, YACHTS, YAHOO, YAMAXUN, YANDEX, YE, YODOBASHI, YOGA, YOKOHAMA, YOU, YOUTUBE, YT, YUN, ZA, ZAPPOS, ZARA, ZERO, ZIP, ZM, ZONE, ZUERICH, ZW 

Very Basic Format Checker in the Record Selection Criteria (Step 1):
"not like" %_@_%._%

Identify and mark checkbox for invalid email syntax in Modify:
IF(ISBLANK(${Email}),"",IF(RegExMatch(${Email}, "^[a-zA-Z0-9_.-]+@[a-zA-Z0-9-]+(\.[a-zA-Z0-9-]+)*$")="",TRUE,FALSE))

Hope this helps!

Anthony Lardiere Jr
Senior Customer Success Manager

View solution in original post

1 REPLY 1

AnthonyValidity
Validity Team Member
Validity Team Member

Here is what I conditioned on in Tune to find fields that do not contain vowels. As a note, we could also exclude the acronyms found in the Account Name field by using four underscores and the operator of "like."

AnthonyValidity_0-1718898404444.png

 

Identifying malformed US zip codes in Tune can be accomplished by using wildcards.  I checked for 5 and 5-4 structured zip codes and only pulled in those that do not conform:
_____-____
_____

I also did an OR group statement looking for any zip code that contained letters:
A, B, C, D, E, F, G, H, I, J, K, L, M, N, O, P, Q, R, S, T, U, V, W, X, Y, Z

Repetitive letters or special characters in any field:
%AAAAA%, %BBBBB%, %CCCCC%, %DDDDD%, %EEEEE%, %FFFFF%, %GGGGG%, %HHHHH%, %IIIII%, %JJJJJ%, %KKKKK%, %LLLLL%, %MMMMM%, %NNNNN%, %OOOOO%, %PPPPP%, %QQQQQ%, %RRRRR%, %SSSSS%, %TTTTT%, %UUUUU%, %VVVVV%, %WWWWW%, %XXXXX%, %YYYYY%, %ZZZZZ%

"%```%, %~~~%, %!!!%, %@@@%, %###%, %$$$%, %^^^%,%&&&%,***,%(((%,%)))%,%---%,%\_\_\_%,%===%,%+++%,%[[[%,%{{{%,%]]]%,%}}}%, %\\\\\\%,%|||%,%;;;%,%:::%,%'''%, %\"\"\"%", "%,,,%", %<<<%, %...%, %>>>%, %///%, %???%

Field only has one letter:
A, B, C, D, E, F, G, H, I, J, K, L, M, N, O, P, Q, R, S, T, U, V, W, X, Y, Z

Malformed US Zip Code Checker in Modify:
RegExMatch( ${BillingPostalCode} , "^[0-9]{5}(?:-[0-9]{4})?$")

Malformed UK Postal Code Checker in Modify:
RegExMatch( ${BillingPostalCode} , "^[A-Z]{1,2}[0-9][A-Z0-9]? ?[0-9][A-Z]{2}$")

Maformed Canada Postal Code Checker in Modify:
RegExMatch(${BillingPostalCode}, "[ABCEGHJKLMNPRSTVXY][0-9][ABCEGHJKLMNPRSTVWXYZ] ?[0-9][ABCEGHJKLMNPRSTVWXYZ][0-9]")

Negative Money Fields that Should Always Be Positive:
<0 or you can say contains "-"

Malformed Email Checker for Tune (not complete list):
Contains:   !, #, $, \%, ^, &, *, (, ), [, ], {, }, :, ;, <, >, ",", /
Does not Contain:  @ symbol
List of Top Level Domains, "Ends with",
AAA, AARP, ABB, ABBOTT, ABBVIE, ABC, ABLE, ABOGADO, ABUDHABI, AC, ACADEMY, ACCENTURE, ACCOUNTANT, ACCOUNTANTS, ACO, ACTOR, AD, ADS, ADULT, AE, AEG, AERO, AETNA, AF, AFL, AFRICA, AG, AGAKHAN, AGENCY, AI, AIG, AIRBUS, AIRFORCE, AIRTEL, AKDN, AL, ALIBABA, ALIPAY, ALLFINANZ, ALLSTATE, ALLY, ALSACE, ALSTOM, AM, AMAZON, AMERICANEXPRESS, AMERICANFAMILY, AMEX, AMFAM, AMICA, AMSTERDAM, ANALYTICS, ANDROID, ANQUAN, ANZ, AO, AOL, APARTMENTS, APP, APPLE, AQ, AQUARELLE, AR, ARAB, ARAMCO, ARCHI, ARMY, ARPA, ART, ARTE, AS, ASDA, ASIA, ASSOCIATES, AT, ATHLETA, ATTORNEY, AU, AUCTION, AUDI, AUDIBLE, AUDIO, AUSPOST, AUTHOR, AUTO, AUTOS, AVIANCA, AW, AWS, AX, AXA, AZ, AZURE, BA, BABY, BAIDU, BANAMEX, BANANAREPUBLIC, BAND, BANK, BAR, BARCELONA, BARCLAYCARD, BARCLAYS, BAREFOOT, BARGAINS, BASEBALL, BASKETBALL, BAUHAUS, BAYERN, BB, BBC, BBT, BBVA, BCG, BCN, BD, BE, BEATS, BEAUTY, BEER, BENTLEY, BERLIN, BEST, BESTBUY, BET, BF, BG, BH, BHARTI, BI, BIBLE, BID, BIKE, BING, BINGO, BIO, BIZ, BJ, BLACK, BLACKFRIDAY, BLOCKBUSTER, BLOG, BLOOMBERG, BLUE, BM, BMS, BMW, BN, BNPPARIBAS, BO, BOATS, BOEHRINGER, BOFA, BOM, BOND, BOO, BOOK, BOOKING, BOSCH, BOSTIK, BOSTON, BOT, BOUTIQUE, BOX, BR, BRADESCO, BRIDGESTONE, BROADWAY, BROKER, BROTHER, BRUSSELS, BS, BT, BUILD, BUILDERS, BUSINESS, BUY, BUZZ, BV, BW, BY, BZ, BZH, CA, CAB, CAFE, CAL, CALL, CALVINKLEIN, CAM, CAMERA, CAMP, CANON, CAPETOWN, CAPITAL, CAPITALONE, CAR, CARAVAN, CARDS, CARE, CAREER, CAREERS, CARS, CASA, CASE, CASH, CASINO, CAT, CATERING, CATHOLIC, CBA, CBN, CBRE, CC, CD, CENTER, CEO, CERN, CF, CFA, CFD, CG, CH, CHANEL, CHANNEL, CHARITY, CHASE, CHAT, CHEAP, CHINTAI, CHRISTMAS, CHROME, CHURCH, CI, CIPRIANI, CIRCLE, CISCO, CITADEL, CITI, CITIC, CITY, CK, CL, CLAIMS, CLEANING, CLICK, CLINIC, CLINIQUE, CLOTHING, CLOUD, CLUB, CLUBMED, CM, CN, CO, COACH, CODES, COFFEE, COLLEGE, COLOGNE, COM, COMCAST, COMMBANK, COMMUNITY, COMPANY, COMPARE, COMPUTER, COMSEC, CONDOS, CONSTRUCTION, CONSULTING, CONTACT, CONTRACTORS, COOKING, COOL, COOP, CORSICA, COUNTRY, COUPON, COUPONS, COURSES, CPA, CR, CREDIT, CREDITCARD, CREDITUNION, CRICKET, CROWN, CRS, CRUISE, CRUISES, CU, CUISINELLA, CV, CW, CX, CY, CYMRU, CYOU, CZ, DABUR, DAD, DANCE, DATA, DATE, DATING, DATSUN, DAY, DCLK, DDS, DE, DEAL, DEALER, DEALS, DEGREE, DELIVERY, DELL, DELOITTE, DELTA, DEMOCRAT, DENTAL, DENTIST, DESI, DESIGN, DEV, DHL, DIAMONDS, DIET, DIGITAL, DIRECT, DIRECTORY, DISCOUNT, DISCOVER, DISH, DIY, DJ, DK, DM, DNP, DO, DOCS, DOCTOR, DOG, DOMAINS, DOT, DOWNLOAD, DRIVE, DTV, DUBAI, DUNLOP, DUPONT, DURBAN, DVAG, DVR, DZ, EARTH, EAT, EC, ECO, EDEKA, EDU, EDUCATION, EE, EG, EMAIL, EMERCK, ENERGY, ENGINEER, ENGINEERING, ENTERPRISES, EPSON, EQUIPMENT, ER, ERICSSON, ERNI, ES, ESQ, ESTATE, ET, EU, EUROVISION, EUS, EVENTS, EXCHANGE, EXPERT, EXPOSED, EXPRESS, EXTRASPACE, FAGE, FAIL, FAIRWINDS, FAITH, FAMILY, FAN, FANS, FARM, FARMERS, FASHION, FAST, FEDEX, FEEDBACK, FERRARI, FERRERO, FI, FIDELITY, FIDO, FILM, FINAL, FINANCE, FINANCIAL, FIRE, FIRESTONE, FIRMDALE, FISH, FISHING, FIT, FITNESS, FJ, FK, FLICKR, FLIGHTS, FLIR, FLORIST, FLOWERS, FLY, FM, FO, FOO, FOOD, FOOTBALL, FORD, FOREX, FORSALE, FORUM, FOUNDATION, FOX, FR, FREE, FRESENIUS, FRL, FROGANS, FRONTIER, FTR, FUJITSU, FUN, FUND, FURNITURE, FUTBOL, FYI, GA, GAL, GALLERY, GALLO, GALLUP, GAME, GAMES, GAP, GARDEN, GAY, GB, GBIZ, GD, GDN, GE, GEA, GENT, GENTING, GEORGE, GF, GG, GGEE, GH, GI, GIFT, GIFTS, GIVES, GIVING, GL, GLASS, GLE, GLOBAL, GLOBO, GM, GMAIL, GMBH, GMO, GMX, GN, GODADDY, GOLD, GOLDPOINT, GOLF, GOO, GOODYEAR, GOOG, GOOGLE, GOP, GOT, GOV, GP, GQ, GR, GRAINGER, GRAPHICS, GRATIS, GREEN, GRIPE, GROCERY, GROUP, GS, GT, GU, GUARDIAN, GUCCI, GUGE, GUIDE, GUITARS, GURU, GW, GY, HAIR, HAMBURG, HANGOUT, HAUS, HBO, HDFC, HDFCBANK, HEALTH, HEALTHCARE, HELP, HELSINKI, HERE, HERMES, HIPHOP, HISAMITSU, HITACHI, HIV, HK, HKT, HM, HN, HOCKEY, HOLDINGS, HOLIDAY, HOMEDEPOT, HOMEGOODS, HOMES, HOMESENSE, HONDA, HORSE, HOSPITAL, HOST, HOSTING, HOT, HOTELS, HOTMAIL, HOUSE, HOW, HR, HSBC, HT, HU, HUGHES, HYATT, HYUNDAI, IBM, ICBC, ICE, ICU, ID, IE, IEEE, IFM, IKANO, IL, IM, IMAMAT, IMDB, IMMO, IMMOBILIEN, IN, INC, INDUSTRIES, INFINITI, INFO, ING, INK, INSTITUTE, INSURANCE, INSURE, INT, INTERNATIONAL, INTUIT, INVESTMENTS, IO, IPIRANGA, IQ, IR, IRISH, IS, ISMAILI, IST, ISTANBUL, IT, ITAU, ITV, JAGUAR, JAVA, JCB, JE, JEEP, JETZT, JEWELRY, JIO, JLL, JM, JMP, JNJ, JO, JOBS, JOBURG, JOT, JOY, JP, JPMORGAN, JPRS, JUEGOS, JUNIPER, KAUFEN, KDDI, KE, KERRYHOTELS, KERRYLOGISTICS, KERRYPROPERTIES, KFH, KG, KH, KI, KIA, KIDS, KIM, KINDLE, KITCHEN, KIWI, KM, KN, KOELN, KOMATSU, KOSHER, KP, KPMG, KPN, KR, KRD, KRED, KUOKGROUP, KW, KY, KYOTO, KZ, LA, LACAIXA, LAMBORGHINI, LAMER, LANCASTER, LAND, LANDROVER, LANXESS, LASALLE, LAT, LATINO, LATROBE, LAW, LAWYER, LB, LC, LDS, LEASE, LECLERC, LEFRAK, LEGAL, LEGO, LEXUS, LGBT, LI, LIDL, LIFE, LIFEINSURANCE, LIFESTYLE, LIGHTING, LIKE, LILLY, LIMITED, LIMO, LINCOLN, LINK, LIPSY, LIVE, LIVING, LK, LLC, LLP, LOAN, LOANS, LOCKER, LOCUS, LOL, LONDON, LOTTE, LOTTO, LOVE, LPL, LPLFINANCIAL, LR, LS, LT, LTD, LTDA, LU, LUNDBECK, LUXE, LUXURY, LV, LY, MA, MADRID, MAIF, MAISON, MAKEUP, MAN, MANAGEMENT, MANGO, MAP, MARKET, MARKETING, MARKETS, MARRIOTT, MARSHALLS, MATTEL, MBA, MC, MCKINSEY, MD, ME, MED, MEDIA, MEET, MELBOURNE, MEME, MEMORIAL, MEN, MENU, MERCKMSD, MG, MH, MIAMI, MICROSOFT, MIL, MINI, MINT, MIT, MITSUBISHI, MK, ML, MLB, MLS, MM, MMA, MN, MO, MOBI, MOBILE, MODA, MOE, MOI, MOM, MONASH, MONEY, MONSTER, MORMON, MORTGAGE, MOSCOW, MOTO, MOTORCYCLES, MOV, MOVIE, MP, MQ, MR, MS, MSD, MT, MTN, MTR, MU, MUSEUM, MUSIC, MV, MW, MX, MY, MZ, NA, NAB, NAGOYA, NAME, NATURA, NAVY, NBA, NC, NE, NEC, NET, NETBANK, NETFLIX, NETWORK, NEUSTAR, NEW, NEWS, NEXT, NEXTDIRECT, NEXUS, NF, NFL, NG, NGO, NHK, NI, NICO, NIKE, NIKON, NINJA, NISSAN, NISSAY, NL, NO, NOKIA, NORTON, NOW, NOWRUZ, NOWTV, NP, NR, NRA, NRW, NTT, NU, NYC, NZ, OBI, OBSERVER, OFFICE, OKINAWA, OLAYAN, OLAYANGROUP, OLDNAVY, OLLO, OM, OMEGA, ONE, ONG, ONL, ONLINE, OOO, OPEN, ORACLE, ORANGE, ORG, ORGANIC, ORIGINS, OSAKA, OTSUKA, OTT, OVH, PA, PAGE, PANASONIC, PARIS, PARS, PARTNERS, PARTS, PARTY, PAY, PCCW, PE, PET, PF, PFIZER, PG, PH, PHARMACY, PHD, PHILIPS, PHONE, PHOTO, PHOTOGRAPHY, PHOTOS, PHYSIO, PICS, PICTET, PICTURES, PID, PIN, PING, PINK, PIONEER, PIZZA, PK, PL, PLACE, PLAY, PLAYSTATION, PLUMBING, PLUS, PM, PN, PNC, POHL, POKER, POLITIE, PORN, POST, PR, PRAMERICA, PRAXI, PRESS, PRIME, PRO, PROD, PRODUCTIONS, PROF, PROGRESSIVE, PROMO, PROPERTIES, PROPERTY, PROTECTION, PRU, PRUDENTIAL, PS, PT, PUB, PW, PWC, PY, QA, QPON, QUEBEC, QUEST, RACING, RADIO, RE, READ, REALESTATE, REALTOR, REALTY, RECIPES, RED, REDSTONE, REDUMBRELLA, REHAB, REISE, REISEN, REIT, RELIANCE, REN, RENT, RENTALS, REPAIR, REPORT, REPUBLICAN, REST, RESTAURANT, REVIEW, REVIEWS, REXROTH, RICH, RICHARDLI, RICOH, RIL, RIO, RIP, RO, ROCKS, RODEO, ROGERS, ROOM, RS, RSVP, RU, RUGBY, RUHR, RUN, RW, RWE, RYUKYU, SA, SAARLAND, SAFE, SAFETY, SAKURA, SALE, SALON, SAMSCLUB, SAMSUNG, SANDVIK, SANDVIKCOROMANT, SANOFI, SAP, SARL, SAS, SAVE, SAXO, SB, SBI, SBS, SC, SCB, SCHAEFFLER, SCHMIDT, SCHOLARSHIPS, SCHOOL, SCHULE, SCHWARZ, SCIENCE, SCOT, SD, SE, SEARCH, SEAT, SECURE, SECURITY, SEEK, SELECT, SENER, SERVICES, SEVEN, SEW, SEX, SEXY, SFR, SG, SH, SHANGRILA, SHARP, SHAW, SHELL, SHIA, SHIKSHA, SHOES, SHOP, SHOPPING, SHOUJI, SHOW, SI, SILK, SINA, SINGLES, SITE, SJ, SK, SKI, SKIN, SKY, SKYPE, SL, SLING, SM, SMART, SMILE, SN, SNCF, SO, SOCCER, SOCIAL, SOFTBANK, SOFTWARE, SOHU, SOLAR, SOLUTIONS, SONG, SONY, SOY, SPA, SPACE, SPORT, SPOT, SR, SRL, SS, ST, STADA, STAPLES, STAR, STATEBANK, STATEFARM, STC, STCGROUP, STOCKHOLM, STORAGE, STORE, STREAM, STUDIO, STUDY, STYLE, SU, SUCKS, SUPPLIES, SUPPLY, SUPPORT, SURF, SURGERY, SUZUKI, SV, SWATCH, SWISS, SX, SY, SYDNEY, SYSTEMS, SZ, TAB, TAIPEI, TALK, TAOBAO, TARGET, TATAMOTORS, TATAR, TATTOO, TAX, TAXI, TC, TCI, TD, TDK, TEAM, TECH, TECHNOLOGY, TEL, TEMASEK, TENNIS, TEVA, TF, TG, TH, THD, THEATER, THEATRE, TIAA, TICKETS, TIENDA, TIPS, TIRES, TIROL, TJ, TJMAXX, TJX, TK, TKMAXX, TL, TM, TMALL, TN, TO, TODAY, TOKYO, TOOLS, TOP, TORAY, TOSHIBA, TOTAL, TOURS, TOWN, TOYOTA, TOYS, TR, TRADE, TRADING, TRAINING, TRAVEL, TRAVELERS, TRAVELERSINSURANCE, TRUST, TRV, TT, TUBE, TUI, TUNES, TUSHU, TV, TVS, TW, TZ, UA, UBANK, UBS, UG, UK, UNICOM, UNIVERSITY, UNO, UOL, UPS, US, UY, UZ, VA, VACATIONS, VANA, VANGUARD, VC, VE, VEGAS, VENTURES, VERISIGN, VERSICHERUNG, VET, VG, VI, VIAJES, VIDEO, VIG, VIKING, VILLAS, VIN, VIP, VIRGIN, VISA, VISION, VIVA, VIVO, VLAANDEREN, VN, VODKA, VOLVO, VOTE, VOTING, VOTO, VOYAGE, VU, WALES, WALMART, WALTER, WANG, WANGGOU, WATCH, WATCHES, WEATHER, WEATHERCHANNEL, WEBCAM, WEBER, WEBSITE, WED, WEDDING, WEIBO, WEIR, WF, WHOSWHO, WIEN, WIKI, WILLIAMHILL, WIN, WINDOWS, WINE, WINNERS, WME, WOLTERSKLUWER, WOODSIDE, WORK, WORKS, WORLD, WOW, WS, WTC, WTF, XBOX, XEROX, XFINITY, XIHUAN, XIN, YACHTS, YAHOO, YAMAXUN, YANDEX, YE, YODOBASHI, YOGA, YOKOHAMA, YOU, YOUTUBE, YT, YUN, ZA, ZAPPOS, ZARA, ZERO, ZIP, ZM, ZONE, ZUERICH, ZW 

Very Basic Format Checker in the Record Selection Criteria (Step 1):
"not like" %_@_%._%

Identify and mark checkbox for invalid email syntax in Modify:
IF(ISBLANK(${Email}),"",IF(RegExMatch(${Email}, "^[a-zA-Z0-9_.-]+@[a-zA-Z0-9-]+(\.[a-zA-Z0-9-]+)*$")="",TRUE,FALSE))

Hope this helps!

Anthony Lardiere Jr
Senior Customer Success Manager