Normalised records

Normalised records (silver)

Each raw row is parsed into consistently formatted fields. Every change from the raw value is recorded as a data-quality flag.

Normalised rows
99,495
usable in matching
Flagged rows
99,881
99.9% carry at least one flag
Junk quarantined
505
no usable last name
Average quality score
0.75
1.00 = no corrections needed

Quality flags

What normalisation had to do, and how often. Select a flag to filter the table.

Normalised records

All sources, lowest dq score first

RecordSourceNameDOBMember IDPhoneAddressQuality scoreFlags
ENR-118147ENRMarcus T West1999-09-26UHC-07676-7523067476447751 Union St, Mesa, AZ, 852220.50Two-digit birth yearPhone reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-107259ENRLarry Kim1988-06-21UHC-54455-5663350730103283 Church St, Atlanta, GA, 303730.50Two-digit birth yearPhone reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-101923ENRJuhn Simpson1959-02-04UHC-44690-09275837808112 Highland Ave, Austin, TX, 787080.50Name re-casedTwo-digit birth yearPhone reformattedStreet suffix standardised+3 more
ENR-118050ENRButler Sara1957-12-03UHC-52657-1622833938077267 Grand Ave, Columbus, OH, 432060.50Name re-casedStreet suffix standardisedAddress re-casedState name converted to code+3 more
TPA-60016TPANatalie Ferguson1942-05-16——8350 Hillcrest Rd, Tempe, AZ, 852060.50Name split from “Last, First”Street suffix standardisedAddress re-casedGender normalised+3 more
CLM-418782CLMWei Ramos1994-12-25UHC-46923-4044158810855493 Elm St, Gilbert, AZ, 852050.50Name re-casedDate of birth reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-107738ENRDeborah U Carter1952-02-25UHC-61116-0226948215889650 Indian School Rd Apt 33, Scottsdale, AZ0.50Name re-casedDate of birth reformattedPhone reformattedUnit split from street+3 more
PRV-27632PRVEric Robertson2008-07-10UHC-01745-7821862717673096 Union St, Fresno, CA, 937660.50Phone reformattedStreet suffix standardisedAddress re-casedState name converted to code+3 more
PRV-27631PRVEric Robertson2008-07-10UHC-01745-7821862717673096 Union St, Fresno, CA, 937660.50Phone reformattedStreet suffix standardisedAddress re-casedState name converted to code+3 more
CLM-426745CLMBrenda Butler1947-12-28——3051 Church St, Los Angeles, CA, 900270.50Name re-casedSSN last four extractedStreet suffix standardisedAddress re-cased+3 more
ENR-127586ENRMichael Rodriguez—UHC-88992-5127326058129899 Indian School Rd, Columbus, OH, 432470.50Date of birth unreadableStreet suffix standardisedAddress re-casedGender normalised+3 more
ENR-137605ENRJesse H Wilson1996-10-24UHC-96437-4981882054617802 Camelback Rd, Seattle, WA, 981570.50Name re-casedPhone reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-120885ENRBrittany Knight1941-02-07UHC-00515-0467248320089018 Maple Ave, Orlando, FL, 328820.50Date of birth reformattedPhone reformattedState name converted to codeZIP+4 trimmed+3 more
ENR-122275ENRBradley Q Sims2006-09-04UHC-24731-14—5554 Cedar Ln, Atlanta, GA0.50Phone missing area codeCity re-casedState code upper-casedZIP missing+3 more
CLM-407356CLMMarilyn West1965-09-17UHC-51771-8590533293455435 Apache Blvd, San Diego, CA, 921560.50Name re-casedPhone reformattedStreet suffix standardisedAddress re-cased+3 more
CLM-400504CLMDorothy Reyes1994-07-24UHC-45582-8668867679728886 Lake View Rd, Orlando, FL0.50Phone reformattedSSN last four extractedStreet suffix standardisedAddress re-cased+3 more
TPA-54776TPAJoseph Ortiz1949-11-19—8324242760793 Central Ave, Mesa, AZ, 852600.50Name split from “Last, First”Two-digit birth yearPhone reformattedStreet suffix standardised+3 more
CLM-417140CLMValentina Wood1989-02-20——464 Oak St, Gilbert, AZ, 852970.50Two-digit birth yearStreet suffix standardisedAddress re-casedCity re-cased+3 more
ENR-107556ENRChristopher Kelley1959-08-12UHC-48024-3345334849419760 Highland Ave, Sacramento, CA0.50Date of birth reformattedPhone reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-142927ENRAustin O Lopez1977-09-24UHC-10967-1563771948295139 Ocean Ave Apt 30, Charlotte, NC, 282150.50Phone reformattedUnit split from streetStreet suffix standardisedAddress re-cased+3 more
CLM-427971CLMHannnah Bell1960-01-21—91928588759030 Market St, Plano, TX, 750190.50Two-digit birth yearPhone reformattedStreet suffix standardisedAddress re-cased+3 more
CLM-402158CLMRichard Barnes1980-12-12—74230956377756 Highland Ave, Houston, TX, 770210.50Name split from “Last, First”Phone reformattedStreet suffix standardisedAddress re-cased+3 more
CLM-418235CLMDebra Hill1986-04-19——8220 Forest Ave Apt 15, Mesa, AZ, 852210.50Two-digit birth yearUnit split from streetStreet suffix standardisedAddress re-cased+3 more
PRV-20428PRVNicole Simpson1969-11-11UHC-07493-843016101518802 Ridge Rd Apt 26, Nashville, TN, 372330.50Name split from “Last, First”Phone reformattedUnit split from streetStreet suffix standardised+3 more
PRV-22644PRVHelen K Freeman—UHC-18574-51—712 Main St, San Antonio, TX0.50Date of birth reformattedDate of birth unreadableStreet suffix standardisedAddress re-cased+3 more
ENR-127127ENRTheresa Murray1974-08-13UHC-57458-8963093095807975 Hillcrest Rd Apt 9, San Diego, CA, 921570.50Date of birth reformattedPhone reformattedUnit split from streetStreet suffix standardised+3 more
PRV-23946PRVSophia Hill1975-08-12UHC-72031-8929084164654128 Spring St, Denver, CO0.50Phone reformattedStreet suffix standardisedAddress re-casedZIP missing+3 more
CLM-426227CLMSamantha Morris2004-09-22—84753549943973 Baseline Rd, Houston, TX0.50Name split from “Last, First”Phone reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-101145ENRCatherine E Ford1988-07-03UHC-79361-303644097615975 Main St, Gilbert, AZ, 852870.50Name re-casedPhone reformattedSSN last four extractedStreet suffix standardised+3 more
TPA-60785TPASara Oliver1957-09-03——9299 Highland Ave, Scottsdale, AZ, 852680.50Two-digit birth yearStreet suffix standardisedAddress re-casedCity re-cased+3 more
CLM-419127CLMEtan Wood1959-11-23——2316 Washington St, Austin, TX, 787530.50Name re-casedDate of birth reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-134462ENRHelen W Munoz1951-03-02UHC-11640-3895258437126368 Washington St, Gilbert, AZ, 852630.50Phone reformattedStreet suffix standardisedAddress re-casedCity re-cased+3 more
ENR-124743ENRHannah N Andrews1976-03-21UHC-25949-039595671574113 Elm St, Columbus, OH, 432450.50Name re-casedTwo-digit birth yearPhone reformattedStreet suffix standardised+3 more
CLM-414528CLMBryan Anderson1956-03-03——2161 Meadow Ln, Orlando, FL0.50Date of birth reformattedStreet suffix standardisedAddress re-casedZIP missing+3 more
TPA-57453TPAJack J Sanders1976-03-04UHC-47245-413625589261607 Union St, Gilbert, AZ, 852440.50Two-digit birth yearPhone reformattedStreet suffix standardisedAddress re-cased+3 more
PRV-23391PRVKimberly Y Vazquez1959-02-18UHC-98212-7290355279087007 Church St, Mesa, AZ, 852460.50Phone reformattedStreet suffix standardisedAddress re-casedState name converted to code+3 more
ENR-138145ENRKenneth E Woods1963-12-26UHC-80979-49—6704 Sage Ct, Seattle, WA, 981710.50Name re-casedDate of birth reformattedPhone missing area codeMember ID reformatted+3 more
ENR-128876ENRTurnner I Alexander1965-08-27UHC-98406-32—429 Pine Dr, Sacramento, CA, 958970.50Name split from “Last, First”Phone missing area codeStreet suffix standardisedAddress re-cased+3 more
ENR-113320ENRSara F Padilla1982-02-02UHC-35197-2851835844263359 Church St # 715, Tempe, AZ, 852400.50Date of birth reformattedMember ID reformattedUnit split from streetStreet suffix standardised+3 more
PRV-28759PRVFatima T Knight1963-09-13UHC-92327-02—5467 Oak St, Phoenix, AZ, 850450.50Two-digit birth yearPhone missing area codeStreet suffix standardisedAddress re-cased+3 more
ENR-103097ENRDiana Hudson——53898029204568 Elm St, Tempe, AZ, 852810.50Date of birth missingPhone reformattedSSN last four extractedStreet suffix standardised+3 more
TPA-50252TPAFrances Wilson1940-10-21——9472 Willow Ct, Mesa, AZ, 852270.50Name split from “Last, First”Street suffix standardisedAddress re-casedCity re-cased+3 more
ENR-113356ENRIsabella Le—UHC-22656-20—7791 Desert Sky Blvd, Orlando, FL, 328460.50Date of birth unreadableStreet suffix standardisedAddress re-casedCity re-cased+3 more
ENR-116561ENRChristopher Chavez1944-04-25UHC-85547-1447698150005415 Forest Ave, Los Angeles, CA, 900430.50Name split from “Last, First”Phone reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-140103ENRBill Z Moreno1963-03-16—43765062753740 Valley View Dr, Seattle, WA, 981100.50Name split from “Last, First”Two-digit birth yearPhone reformattedStreet suffix standardised+3 more
ENR-106922ENRLaura W Davis1997-07-10UHC-05707-4698636121571357 Maple Ave, Los Angeles, CA, 900790.50Two-digit birth yearPhone reformattedStreet suffix standardisedAddress re-cased+3 more
CLM-402062CLMBarbara Jacobs1984-08-03—53436953832168 Harbor Blvd, Scottsdale, AZ, 852450.50Date of birth reformattedStreet suffix standardisedAddress re-casedState name converted to code+3 more
TPA-61641TPADenise Ryan1968-12-17——7619 Palm Dr, Denver, CO, 802050.50Name split from “Last, First”Date of birth reformattedStreet suffix standardisedAddress re-cased+3 more
ENR-130343ENRRalph Lyncch2004-10-21UHC-37719-32—2485 Church St, Mesa, AZ, 852860.50Name split from “Last, First”Street suffix standardisedAddress re-casedState name converted to code+3 more
ENR-119955ENRMari D Cruz1989-07-28UHC-50333-6069164244911792 Forest Ave Apt 2, Phoenix, AZ, 850830.50Phone reformattedSSN last four extractedUnit split from streetStreet suffix standardised+3 more
100,000 rows, page 125 of 2,000PreviousNext