Patient Demographics

This dataset provides comprehensive healthcare patient demographic records, including unique medical identifiers, insurance details, emergency contacts, and appointment histories. It enables efficient patient management, supports clinical workflows, and facilitates analytics for healthcare providers and administrators. The structured schema ensures data integrity and usability for operational and research applications.

  • opened 7 times
  • last updated 29 Oct 2025
  • by GoMask
The brief that made it

Patient registration and management in hospital information systems

Sample rows

preview · 8 of 200 rows · all 25 columns
patient_idstringappointment_statusstringaddress_countrystringmedical_record_numberstringfirst_namestringlast_namestringdate_of_birthdategenderstringphone_numberstringemailstringaddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringinsurance_providerstringinsurance_policy_numberstringinsurance_group_numberstringemergency_contact_namestringemergency_contact_relationshipstringemergency_contact_phonestringemergency_contact_emailstringappointment_idstringappointment_datedatetimeappointment_typestringprimary_physicianstring
US-4bb7e2c8completedUSAMRN100001EleanorMiller1990-07-28female+1-312-555-0931eleanor.miller91@gmail.com1428 Oak LaneChicagoIL60616Blue CrossBCUS-902714G3201Henry Millerspouse+1-312-555-7901henry.miller@gmail.comUS-APT-0012023-11-16T10:15:00consultationDr. Amanda Lee
UK-0e2b7f23completedUKMRN100002OliverSmith1952-02-25male+44 20 7946 1128oliver.smith52@outlook.com21 Regent StreetLondonEnglandSW1A 2DXNHSNHS-UK-302214UK-G503Emily Smithchild+44 20 7946 2213emily.smith1983@gmail.comUK-APT-0022023-09-02T14:30:00screeningDr. John Davies
IN-7841fbe2scheduledIndiaMRN100003AaravSharma2009-03-13male+91-98765-43210blank102 MG RoadBangaloreKarnataka560001Star HealthSHIN-IND-09871IND-G210Priya Sharmaparent+91-98765-12345priya.sharma@gmail.comIN-APT-0032024-01-08T11:45:00procedureDr. Manish Patel
DE-9c41a2e7completedGermanyMRN100004SofieMüller1985-06-22female+49 30 12345678sofie.mueller85@gmx.deBerliner Str. 45BerlinBerlin10715TKTK-DE-22145DE-G120Lukas Müllerspouse+49 30 87654321lukas.mueller@gmx.deDE-APT-0042023-12-12T09:00:00consultationDr. Claudia Krüger
US-6f19b8e4scheduledUSAMRN100005MarcusNguyen1977-10-09male+1-415-555-2828marcus.nguyen77@yahoo.com2022 Market StSan FranciscoCA94110AetnaAET-CA-009821G4152Lisa Nguyenspouse+1-415-555-2829lisa.nguyen@gmail.comUS-APT-0052024-03-02T15:45:00consultationDr. Kevin Ross
FR-8e3c4a2bcompletedFranceMRN100006LucMartel1963-11-06male+33 1 4725 1128luc.martel63@orange.fr18 Rue du BacParisÎle-de-France75007Mutuelle BleueMB-FR-43821FR-G531Claire Martelspouse+33 1 4725 1183claire.martel@orange.frFR-APT-0062023-10-23T10:30:00screeningDr. Marie Laurent
AU-2d9e5b01completedAustraliaMRN100007JessicaTaylor1988-05-19female+61 2 9876 1234j.taylor88@gmail.com75 George StSydneyNSW2000MedibankMB-AUS-98862AUS-G152Nathan Taylorspouse+61 2 9876 5678n.taylor@gmail.comAU-APT-0072023-08-31T11:00:00consultationDr. Sophie Lane
US-1bfe4a93scheduledUSAMRN100008CalebJohnson2011-12-02male+1-469-555-7192blank504 Park AveDallasTX75201CignaCIG-TX-00217G7520Sarah Johnsonparent+1-469-555-7193sarah.johnson@gmail.comUS-APT-0082024-02-20T09:30:00procedureDr. Robert Hall

What the 200 rows show

from the 200-row sample
  • 3genders
  • 4appointment types
  • 5emergency contact relationships
  • 56address states
  • 58address cities
appointment_status200 rows by value
060120119scheduled60%81completed41%
address_country200 rows · top 10 of 14 values
  1. USA40
  2. India19
  3. France17
  4. Canada17
  5. Japan17
  6. UK16
  7. Singapore15
  8. Germany14
  9. Brazil14
  10. Spain10
25 columns by typefrom the column list below
  • string 23
  • date 1
  • datetime 1

Columns

25 columns in two groups
blueprint · 25 columns
columntypedescriptionexample
Text 23 columns
patient_idstringUnique identifier for each patient, typically a UUID or hospital-assigned ID.uniqueUS-4bb7e2c8
medical_record_numberstringUnique medical record number assigned to the patient by the healthcare provider.uniqueMRN100001
first_namestringPatient's first name.Eleanor
last_namestringPatient's last name.Miller
genderstringPatient's gender identity.male · female · other · prefer_not_to_sayfemale
phone_numberstringPrimary contact phone number for the patient.optional+1-312-555-0931
emailstringPatient's email address.optionalsofie.mueller85@gmx.de
address_streetstringStreet address of the patient's residence.optional1428 Oak Lane
address_citystringCity of the patient's residence.optionalChicago
address_statestringState or province of the patient's residence.optionalIL
address_postal_codestringPostal or ZIP code of the patient's residence.optional60616
address_countrystringCountry of the patient's residence.optionalUSA
insurance_providerstringName of the patient's primary insurance provider.optionalBlue Cross
insurance_policy_numberstringPatient's insurance policy number.optionalBCUS-902714
insurance_group_numberstringGroup number associated with the patient's insurance policy.optionalG3201
emergency_contact_namestringFull name of the patient's emergency contact.optionalHenry Miller
emergency_contact_relationshipstringRelationship of the emergency contact to the patient.6 values · optionalspouse
emergency_contact_phonestringPhone number of the emergency contact.optional+1-312-555-7901
emergency_contact_emailstringEmail address of the emergency contact.optionalhenry.miller@gmail.com
appointment_idstringUnique identifier for each appointment associated with the patient.optionalUS-APT-001
appointment_typestringType of appointment (e.g., consultation, follow-up, procedure).consultation · follow-up · procedure · screening · other · optionalconsultation
appointment_statusstringCurrent status of the appointment.scheduled · completed · cancelled · no-show · optionalcompleted
primary_physicianstringName of the patient's primary physician for the appointment.optionalDr. Amanda Lee
Dates and times 2 columns
date_of_birthdatePatient's date of birth.1990-07-28
appointment_datedatetimeDate and time of the patient's appointment.optional2023-11-16T10:15:00

Use it for

  • rows20025 columnsrows by appointment s…119schedu…81comple…

    A healthcare dashboard

    A breakdown of address_country. Excel, Power BI or Tableau.

  • What pattern can you find in 200 rows?

    A class exercise

    Hand out the rows and one question. Everyone works from the same 200 rows.

  • A software demo

    Believable patients with medical_record_number, first_name and last_name to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 25 columns, your size and your rules. See 20 rows before you pay.

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1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset200 rows25 columns
Yours1,000 rows25 columnsaddress_street: UK only

blueprint · patient-demographics

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 25 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Medical record number is unique identifier
  • Date of birth determines age-based protocols
  • Insurance provider and policy number required
  • Emergency contact with relationship specified
  • Primary care physician assignment
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
patient-demographics

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