========================= Tosha Alexander --- 20120620 Jessica Kristina Allen --- 20111120 Sheryl Alice Almburg --- 20120520 Jorge Alonso --- 20111020 Hovik Joe Altunyan --- 20110920 Trisha Lynn Anderson --- 20120220 Johnny Lee Andrews --- 20120620 Dominica Lynn Arretche --- 20120520 Sean Mathew Ashton --- 20120419 Ana Celia Audelo --- 20120419 Tina Marie Avey --- 20120520 Donte Laron Ayers --- 20120419 Ronald F Bailey --- 20111020 Muhammad Bajwa --- 20110920 Melvin Jean Barnes --- 20120620 Randy Gilbert Barron --- 20111020 Charles Carlton, Iii Baynard --- 20120419 Michelle Renee Beier --- 20110818 Nicole Belgio --- 20120320 Javoni Micala Bell --- 20110920 Tharessa Benson --- 20120520 Emilio Bezanilla --- 20120419 Mary Bidwell --- 20120520 Dorinda Martha Sylvia Bowers --- 20110920 Jennifer Carrie Brantley --- 20110920 Shelly Brothers --- 20120419 Linda Marie Brown --- 20120119 Roger Wayne Brown --- 20120320 Laronda Lee Burton --- 20111020 Ramon Breton Cabrera --- 20110920 Rolando Cabrera --- 20110920 Belkis Camara Marquez --- 20110920 David Carmona --- 20120419 Alexis Carrazana --- 20111020 Angela D Chaney --- 20120419 Petra Graciella Chapa --- 20110920 Maria Antonieta Cordova --- 20111020 Adriana Elizabeth Crean --- 20120419 Deborah Cronn --- 20120119 Teresa Lynn Cummins --- 20120520 Stephanie Dangerfield --- 20120220 Dante David --- 20120119 Dottie Joy Davis --- 20120419 Alfredo Bardos De Veyra --- 20120119 Stephen Phillippe Debose --- 20120320 Andres Delgado --- 20120320 Judy Devance --- 20120119 Sandra Lee Dickinson --- 20111020 Debra Delorose Dixon --- 20120520 George Curtis Dixon --- 20110818 Kyleigh Dixon --- 20120620 Adelaida Domantay --- 20040420 Callistus Chimezie Edozie --- 20110818 Delia W Elkins --- 20120119 Marcella Eraifej --- 20120620 Corazon Ferrer --- 20120419 Fe Filart --- 20120119 Thomas Fiore --- 20110818 James Roland Fuquay --- 20111020 Emmanuel Gabs Gabriels --- 20120320 David Wayne Jr Garcia --- 20120220 Kari Marie Garrett --- 20120220 Gaylee Novis Garrison --- 20120320 Clarita Bayaoa Garsuta --- 20120520 Dawn Marie Giddings --- 20111020 Gale Mitchell Gilliland --- 20110818 Lael Deuane Jr Gilliland --- 20110818 Jo Ann Girod --- 20120320 David Charles Goetz --- 20111020 Francisco Saucedo Gomez --- 20120520 Lorena Vallejo Gomez --- 20120119 Lovelyn Gonzaga --- 20120119 Jorge Luis Gonzalez --- 20111020 Patricia Gonzalez --- 20120520 Arnon Graham --- 20120419 Craig Green --- 20120520 Remonica Green --- 20120419 Icylon Andal Guce --- 20120119 Jose Ramon Guzman --- 20111020 Arus Gyulbudagyan --- 20120620 Susan Hanna --- 20120320 Betty Joyce Hardy --- 20120419 Felicia Martah Harris --- 20120419 Gerald Robert Harris --- 20120620 Robin Hall Harris --- 20120220 Tony Ray Harris --- 20120620 Vahan Ervand Harutyunyan --- 20110920 Josie Hernandez --- 20111120 Maria Francisca Hernandez --- 20111220 Irene Ornelas Herrera --- 20120320 Mercedes Herrera --- 20120419 Celina Alise Hickman --- 20120220 Bradis D Hicks --- 20111020 Yvette Renee Hopkins --- 20111120 Peggy Lee Hoskins --- 20120520 Amanda K Hottle --- 20120119 Joshua Human --- 20111020 Juan Igamen --- 20110920 Katrina Rowina Jackson --- 20120220 Gyan Jain --- 19910829 Carrie Shannika James --- 20120119 Diane Jarrett --- 20120320 Sherie Renee Jarvis --- 20120520 Dorcie Yolanda Jenkins --- 20110920 Nikki Lashon Jenkins --- 20120520 Robert Jenkins --- 20120520 Andre Harry Johnson --- 20111120 Lily Zathel Johnson --- 20120520 Julie Marie Jones --- 20111020 Marilyn J Jones --- 19861217 Sharika Monique Jones --- 20110920 Susanne Jordan --- 20120520 Randy Antonio Jover --- 20120119 David R Kahr --- 20120520 Barbara Kashuba --- 20120520 Kenneth Roger Kashuba --- 20120520 Shelly Lynne Kelly --- 20111020 Smbat Khachtryan --- 20110920 Grigor Greg Khorikyan --- 20110920 Jessica Kingsbury --- 20110818 Ilya Krikheli --- 20120520 Rachel Krikheli --- 20120520 Rosemarie Labasan --- 20120620 Eleanor Larock --- 20120419 William James Ley --- 20120419 Elizabeth G Lichtenauer --- 20120520 Su-mei Liu --- 20110915 Misty Lavina Logsdon --- 20110920 Brenda Adriana Lopez --- 20120520 Jamie Lopez --- 20120419 Jael Yi Lorenzo --- 20120320 Dwight Kent Lowe --- 20111120 Orlee M Luminguid --- 20120620 James Mickey Magner --- 20120419 Marilyn Quintanilla Mansi --- 20120520 Pablo Quinto Jr Marcial --- 20111020 Pamela Martin --- 20120620 Azdrubal Martinez --- 20111020 Kosoma Neary May --- 20111020 Zack H Maysi --- 20120620 Chiitra Mcclure --- 20120620 Tiyeondrea Rosie Mcglothin --- 20111020 Jessica Marie Mcguire --- 20120419 Beverly Mcherrin --- 20120320 Leonard R Mckenzie --- 20120520 Sherray Medious --- 20110818 Adriana Mejia --- 20120620 Diana Faye Menchaca --- 20120520 Raffi Mesrobian --- 20120220 Marion Beverly Metoyer --- 20120620 Edkar Mikirtijyan --- 20110920 Angela Desiree Miramontes --- 20111120 Marco Molinares --- 20120119 Vivian Montrel --- 20111220 Lorenzo Moreno --- 20111020 Luis I Moreno Morales --- 20110920 Kevin Earl Jr Morris --- 20111020 Asher Villarena Mosqueda --- 20111020 Vicki Lee Moton --- 20111120 Benjamin Muoghalu --- 20120419 Vanessa Murray --- 20110920 Ma Socorro Narcisco --- 20120520 Luz Eduarda Navarro-orogo --- 20120119 Margarita Nieto-rojas --- 20111020 Aghaegbuna Chibuike Odelugo --- 20120620 Connie Lynn Ogle --- 20120520 Latoyia Lenette Oglesby --- 20120220 Vladimir Okun --- 20120520 Ma Ailaine Francisco Omillo --- 20110920 Mariam G Ortega --- 20110920 Edert Ortiz --- 20120620 Orelious Antonio Peevy --- 20120520 Yolanda Pena --- 20110920 Adaily Perez --- 20120520 Delashall Perry --- 20120419 Monica Renee Perry --- 20120620 Tania Pino --- 20111020 Alwyn Ortanez Pongco --- 20111020 Petr Petrovich Pristupa --- 20120419 Angela Elizabeth Pryor --- 20120520 Rodolfo Quinones --- 20120419 Martha Beatrice Ramos --- 20120520 Ramchand Ramrup --- 20120620 Vandidad Rasouli --- 20120520 Mia Richardson Reed --- 20120419 Ellen Reyes --- 20110818 William Louis Rhodes --- 20111020 Deborah Rivera --- 20110920 Fallon Rae Rivera --- 20111020 Esther Romeu --- 20120119 Isabel Roque --- 20120520 James Russell --- 20120520 Michelle Alta Russell --- 20111220 Roberto Sanchez --- 20111020 Heriberto Santiago-jiminez --- 20110920 Deborah Jayne Schuetz --- 20120520 Jo Ann Scott --- 20110818 Lynniecesha J Scott --- 20111020 Annie Sengphong --- 20111020 Shaylon Franklin Sepanski --- 20120520 Pholla Seun --- 20111120 Faith Shelmon --- 20120419 Stephanie Simmons --- 20010320 Albert Iii Sims --- 20120419 Debbie L Skipper --- 20111120 Donald Sloan --- 20120419 Georgia Virginia Smith --- 20111020 Rosetta Smith --- 20111120 Samona Sheniqua Smith --- 20120520 Ishala Renee Solomon --- 20120520 Angela M Spann --- 20120419 Devon Michel Spicer --- 20120419 Mollie Stacey --- 20120220 Roberta Cabanaz Staley --- 20120119 Dianna Lyn Strawn --- 20120520 Jamaica Sturgill --- 20111020 Alexis Swan --- 20120620 Conkia Tatum --- 20111220 Thomas Tharp --- 20111220 Alyssa J Thomas --- 20111220 Evelyn Briones Tisoy --- 20120620 Shannon Renae Trautman --- 20110920 Irene Trematerra --- 20120520 Andy Perris Tricas --- 20120419 Karen Lee Turnbow --- 20120520 Edgar F Uribe --- 20111020 Lisa Xia Vang --- 20120520 Yia Vang --- 20120520 Louann A Walker --- 20120320 Theodore Walker --- 20120520 Eric Lidale Waller --- 20120520 Robin Ray Welch --- 20110920 Donna Kay Wells --- 20120119 Angela Estelle Whatley --- 20120419 George Washington Williams --- 20111120 Glynette Williams --- 20120119 Joseph B Williams --- 20120620 Katrina Williams --- 20120419 Kelly Roshelle Williams --- 20120220 Vincent H Williams --- 20120520 Vera Wright --- 20120320 Kou Blong Xiong --- 20120520 Michael Yates --- 20120620 Karen Louise Richey Ziebarth --- 20120419 Scott A Ziebarth --- 20120419 Michelle Zullo --- 20110818 Number of individuals: 49262 Number of businesses: 2792 Exclusion Types (histogram) 1128Aa: 94 BRCH CIA: 1 1128b14: 2302 1128b15: 35 1128b12: 1 1128b11: 6 1160: 8 1156: 58 BRCH SA: 1 1128a1: 12195 1128a3: 2448 1128a2: 5355 1128b8: 1 1128a4: 1986 1128b4: 23024 1128b5: 454 1128b6: 58 1128b7: 357 1128b1: 560 1128b2: 37 1128b3: 281 Specialties (histogram) : 2049 PODIATRY: 474 RHEUMATOLOGY: 3 ONCOLOGY: 16 DME - HEARING AID: 17 LOAN RECIPIENT: 1 MENTAL HEALTH FAC: 8 LAWYER: 11 NURSE/NURSES AIDE: 23765 EMPLOYEE - COMM OFFI: 1 PRIVATE CITIZEN: 1 OPTICIAN: 42 CHIROPRACTIC: 1832 PHYSICAL THERAPY: 10 SUBCONTRACTOR: 2 LOCAL GOV'T: 3 EMPLOYEE: 1984 BILLING SERVICE CO: 8 UNEMPLOYED: 2 OFFICER/EXECUT/BOARD: 105 PAIN MANAGEMENT: 4 EMERGENCY MED TECH: 92 CONTRACTING OFFICER: 1 ACCOUNT/BOOKKPR/AUDI: 183 INTERNAL MEDICINE: 419 DME - PROSTHETICS: 17 PAIN MGMT/PHYSIATRIS: 6 NURSING FIRM: 1 NEPHROLOGY: 12 DENTIST: 1308 GYN/OBS: 181 MD/DO PRACTICE: 7 OTHER CONTRACTOR: 1 GASTROENTEROLOGY: 9 CARDIOLOGY: 31 HEALTH CARE AIDE: 2148 ARCHITECT/ENGINEER: 1 INFUSION THERAPY CLI: 18 DME - TENS: 1 PLASTIC SURGERY: 26 PSYCHOLOGIC PRACTICE: 8 SECUR OFFICER/GUARD: 2 OPTOMETRY: 100 DME - GENERAL: 240 CONTRACTOR: 11 OPHTHALMOLOGY: 56 ACUPUNCTURIST: 6 COMMUNITY HLTH CTR (: 1 REPRESENTATIVE PAYEE: 15 PEDIATRICS: 84 EMPLOYEE - 14 & BELO: 5 EMERGENCY MEDICINE: 47 COUNSELING CENTER: 9 SALES/MARKET/RETAIL: 243 REHAB FACILITY - GEN: 9 GS 1-12: 1 STATE GOV'T: 13 VENDOR: 1 GERONTOLOGY: 1 COMM MNTL HLTH CNTR: 6 PSYCHOLOGY: 480 DENTAL PRACTICE: 3 FAMILY PRACTICE: 339 CHIROPRACTIC PRACT: 1 AMBULANCE COMPANY: 5 ENDOCRINOLOGY: 9 DERMATOLOGY: 22 RECIPT/BENEFICIARY: 40 GENERAL PRACTICE: 537 TEACHER: 1 LABORER: 4 ACF: 1 ADULT HOME: 16 COMPUTER RELATED: 1 ANESTHESIOLOGY: 120 PARAMEDIC TECHNICIAN: 48 TECHNICIAN: 1062 GOV'T INSUR RECIPIEN: 1 ADMINISTRATOR: 204 DME - UROLOGICAL SUP: 11 OWNER/OPERATOR: 3490 GENERAL PRACTICE/FP: 2062 DENTAL HYGIENIST: 7 EMPLOYEE - WAGE GRAD: 1 HOSPITAL: 10 RELATED: 147 DME - POWER VEHICLES: 14 RADIOLOGY FACILITY: 1 PHARMACIST: 1345 NO KNOWN AFFILIATION: 246 RADIOLOGY: 45 UROLOGY: 23 DME - ORTHOTICS: 20 SOCIAL WORKER: 305 HEMATOLOGY: 1 ORTHOPEDICS: 39 OTHERS: 4 PHYSICIAN'S ASSISTAN: 13 COUNSELOR: 417 DME - OXYGEN: 10 PHYS/DENT/HEAL/PROVI: 4 BUSINESS MANAGER: 609 ALLIED HEALTH RELATE: 16 CLERK/OTHER CLERICAL: 114 PULMONOLOGY: 31 ASSISTED LIVING FACI: 1 CONSULTANT: 13 AUDIOLOGY: 3 NEUROLOGY: 62 OWNER: 17 PHLEBOTOMY: 4 COMPTROLLER: 18 GRANTEE: 1 DME - DIABETIC SUPPL: 1 OTORHINOLARYNGOLOGY: 35 ANESTHETIST: 3 PUBLIC ASSIST. RCPT.: 1 LABORATORY: 2 SKILLED NURSING FAC: 28 LAB - CLINICAL: 6 INFECTIOUS DISEASE: 1 RSRCH SCNTST-EMPLYEE: 1 DRUG COMPANY/SUPLIER: 2 THERAPIST: 40 MANAGEMENT SVCS CO: 4 PSYCHIATRY: 360 SURGERY: 400 ALLERGIST/IMMUNOLOGY: 8 INSURANCE COMPANY: 1 HOME HEALTH AGENCY: 53 CLINIC: 58 DME - INCONTINENCE K: 7 PERSONAL CARE PROVID: 19 LICENSED PRACTITIONE: 35 PHARMACY TECHNICIAN: 49 OSTEOPATHY: 420 PHARMACY: 8 PHYS THERAPY PROVIDE: 9 INTER CARE FACILITY: 14 TRANSPORTATION CO: 12 DME - DIETARY SUPPLI: 1 PATHOLOGY: 25 SUPERVISOR/FOREMAN: 3 keys are: ['CITY', 'EXCLDATE', 'UPIN', 'FIRSTNAME', 'DOB', 'LASTNAME', 'ZIP', 'SPECIALTY', 'GENERAL', 'STATE', 'EXCLTYPE', 'ADDRESS', 'BUSNAME', 'MIDNAME', ' "REINDATE"']