faker_healthcare_system is a provider for the Faker Python package.
faker_healthcare_system provides fake data related to healthcare system for testing purposes.
Install with pip:
pip install faker-healthcare-systemAdd as a provider to your Faker instance:
from faker import Faker
from provider_individual import IndividualProvider
fake = Faker()
fake.add_provider(IndividualProvider)>>> fake.npi()
513653999>>> fake.tin()
156224985>>> fake.gender()
M>>> fake.enumeration_date()
2019-04-25>>> fake.taxonomy()
{
'code': '2279H0200X',
'classification': 'Respiratory Therapist, Registered',
'specialization': 'Home Health',
'section': 'Individual',
'grouping': 'Respiratory, Developmental, Rehabilitative and Restorative Service Providers',
'display_name': 'Home Health Registered Respiratory Therapist'
}Standard version 23.1, 7/1/23, created by NUCC, is being used.
>>> fake.fake.individual_taxonomies(2)
[
{
'code': '163WX0200X',
'classification': 'Registered Nurse',
'specialization': 'Oncology',
'section': 'Individual',
'grouping': 'Nursing Service Providers', 'display_name': 'Oncology Registered Nurse'
},
{
'code': '202K00000X',
'classification': 'Phlebology',
'specialization': '',
'section': 'Individual',
'grouping': 'Allopathic & Osteopathic Physicians',
'display_name': 'Phlebology Physician'
}
]>>> fake.individual_unique_taxonomies(2)
[
{
'code': '207RH0002X',
'classification': 'Internal Medicine',
'specialization': 'Hospice and Palliative Medicine',
'section': 'Individual',
'grouping': 'Allopathic & Osteopathic Physicians',
'display_name': 'Hospice and Palliative Medicine (Internal Medicine) Physician'
},
{
'code': '246ZB0301X',
'classification': 'Specialist/Technologist, Other',
'specialization': 'Biomedical Engineering',
'section': 'Individual',
'grouping': 'Technologists, Technicians & Other Technical Service Providers',
'display_name': 'Biomedical Engineer'
}
]>> female_person = fake.person_name_by_gender('F')
{
'first_name': 'Amy',
'last_name': 'Miller',
'name_prefix': 'Mrs.',
'name_suffix': 'MD',
'type_name': 'Personal Name'
}
>> fake.person_married_name(female_person)
{
'first_name': 'Amy',
'last_name': 'Santana',
'name_prefix': 'Mrs.',
'name_suffix': 'MD',
'type_name': 'Married'
}Generate a random address; by default, the purpose is 'Mailing', but if you need to change it, put the desired purpose in the function.
>> female_person = fake.address_with_purpose()
{
'country_code': 'US',
'country_name': 'United States',
'purpose': 'Mailing',
'address_type': 'FGN',
'address_1': '4106 Peterson Center\nEast Matthew, MA 92472',
'address_2': '1961 Leslie Mission\nNorth Christopherberg, DC 03284',
'city': 'Rhondashire',
'state': 'Nevada',
'postal_code': '63012',
'telephone_number': '270-845-8739x895',
'fax_number': '001-686-489-7865x80217'
}
>> female_person = fake.address_with_purpose('Main Office')
{
'country_code': 'US',
'country_name': 'United States',
'purpose': 'Main Office',
'address_type': 'Physical',
'address_1': '4106 Peterson Center\nEast Matthew, MA 92472',
'address_2': '1961 Leslie Mission\nNorth Christopherberg, DC 03284',
'city': 'Rhondashire',
'state': 'Nuevo Hampshire',
'postal_code': '63012',
'telephone_number': '270-845-8739x895',
'fax_number': '001-686-489-7865x80217'
}>> fake.dea()
{
'number': 'M5490877',
'allow_prescribe': True,
'start_date': datetime.date(2020, 3, 22),
'expiration_date': datetime.date(2024, 3, 21),
'supervising_number': 'Y5472030',
'supervising_license': 2806910
}>> fake.professional_degree_school()
Johns Hopkins University - Johns Hopkins School of Medicine>> fake.practitioner_language()
{
'code': 'TR',
'description': 'Turkish',
'language_type': 'Practitioner'
}>> fake.practitioner_languages_plus_english(2)
[
{
'code': 'SM',
'description': 'Samoan',
'language_type': 'Practitioner'
},
{
'code': 'FI',
'description': 'Finnish',
'language_type': 'Practitioner'
},
{
'code': 'en',
'description': 'English',
'language_type': 'Practitioner'
}
]>> fake.practitioner_ethnicity_code()
{
'code': 'J',
'description': 'JAPANESE'
}>> fake.gender_restriction()
F>> fake.malpractice()
{
'insurance': 'Fairway Physicians Ins. Co.',
'insurance_policy_number': 5,
'covered_amount': ' 1-6'
}>> fake.license()
{
'license': 'I93615979',
'state': 'Dakota del Sur',
'is_primary': False,
'start_date': datetime.date(2020, 3, 22),
'end_date': datetime.date(2024, 3, 21)
}>> fake.identifier()
{
'code': 6950,
'desc': 'Medicare',
'issuer': 'pZGG',
'identifier': '59333',
'state': 'Misuri'
}>> fake.board()
{
'status': 2,
'start_date': datetime.date(2022, 1, 31),
'expiration_date': datetime.date(2023, 1, 31)
}>> fake.working_hours()
10:00-13:00>> fake.weekly_working_hours()
{
'Monday': '10:00-13:00',
'Tuesday': '7:00-13:00',
'Wednesday': '10:00-20:00',
'Thursday': '9:00-17:00',
'Friday': '8:00-18:00',
'Saturday': 'CLOSED',
'Sunday': 'CLOSED'
}>> fake.taxonomy_qualification()
{
'board': {
'status': 5,
'start_date': datetime.date(2023, 8, 18),
'expiration_date': datetime.date(2024, 8, 17)
},
'intership_start_date': datetime.date(2021, 10, 16),
'intership_expiration_date': datetime.date(2024, 10, 15),
'residency_start_date': datetime.date(2021, 10, 16),
'residency_expiration_date': datetime.date(2023, 10, 16),
'fellowship_start_date': datetime.date(2021, 10, 16),
'fellowship_expiration_date': datetime.date(2024, 10, 15),
'taxonomy':
{
'code': '103T00000X',
'classification': 'Psychologist',
'specialization': '',
'section': 'Individual',
'grouping': 'Behavioral Health & Social Service Providers',
'display_name': 'Psychologist'
},
'facility_type': 10
}>> fake.endpoint()
{
'endpointType': 'CONNECT',
'endpointTypeDescription': 'CONNECT URL',
'endpoint': 'http://thompson-young.com/blog/appregister.htm',
'endpointDescription': '',
'affiliation': 'N',
'use': 'DIRECT',
'useDescription': 'Direct',
'contentType': 'OTHER',
'contentTypeDescription': 'Communication',
'contentOtherDescription': 'Communication',
'country_code': 'US',
'country_name': 'United States',
'address_1': '628 Banks Stravenue\nCarolynfort, DC 08813',
'city': 'Kylemouth',
'state': 'Vermont',
'postal_code': '71465'
}>> fake.individual_object()
{
'npi': 465929309,
'tin': 155728978,
'last_updated_epoch': datetime.date(2022, 5, 23),
'created_epoch': datetime.date(2019, 5, 24),
'enumeration_date': datetime.date(2020, 3, 24),
'status': 'Active',
'email': 'matthewcook@example.org',
'enumeration_type': 'NPI-1',
'mailing_address': {
'country_code': 'US',
'country_name': 'United States',
'purpose': 'Mailing',
'address_type': 'DOM',
'address_1': '96105 Garcia Cape Apt. 220\nRhondashire, NJ 35277',
'address_2': '5873 Smith Trafficway\nCohenfort, NC 88118',
'city': 'Brookston',
'state': 'Ohio',
'postal_code': '99351',
'telephone_number': '+1-721-274-2558x6176',
'fax_number': '291.650.5368'
},
'location_address': {
'country_code': 'US',
'country_name': 'United States',
'purpose': 'LOCATION',
'address_type': 'FGN',
'address_1': 'Unit 3872 Box 2876\nDPO AA 06285',
'address_2': '04546 Smith River Apt. 851\nSouth Priscillaside, MS 10132',
'city': 'Johnsonmouth',
'state': 'Alaska',
'postal_code': '34912',
'telephone_number': '308.256.5026x1253',
'fax_number': '001-486-884-2465x28581'
},
'main_office_address': {
'country_code': 'US',
'country_name': 'United States',
'purpose': 'Main Office',
'address_type': 'Physical',
'address_1': '0577 Patterson Trail\nEast Aimeehaven, NY 73452',
'address_2': '539 Davis Parkways\nEast Olivia, KS 52689',
'city': 'New Christopherborough',
'state': 'Maine',
'postal_code': '66709',
'telephone_number': '303.749.3195',
'fax_number': '+1-682-982-7760'
},
'taxonomies': [
{
'code': '2084E0001X',
'classification': 'Psychiatry & Neurology',
'specialization': 'Epilepsy',
'section': 'Individual',
'grouping': 'Allopathic & Osteopathic Physicians',
'display_name': 'Epilepsy Physician'
},
{
'code': '146L00000X',
'classification': 'Emergency Medical Technician, Paramedic',
'specialization': '',
'section': 'Individual',
'grouping': 'Emergency Medical Service Providers',
'display_name': 'Paramedic'
},
{
'code': '163WX0003X',
'classification': 'Registered Nurse',
'specialization': 'Obstetric, Inpatient',
'section': 'Individual',
'grouping': 'Nursing Service Providers',
'display_name': 'Inpatient Obstetric Registered Nurse'
},
{
'code': '364SP0812X',
'classification': 'Clinical Nurse Specialist',
'specialization': 'Psychiatric/Mental Health, Community',
'section': 'Individual',
'grouping': 'Physician Assistants & Advanced Practice Nursing Providers',
'display_name': 'Community Psychiatric/Mental Health Clinical Nurse Specialist'
}
],
'licenses': [
{
'license': 'M981935046',
'state': 'Alaska',
'is_primary': True,
'start_date': datetime.date(2021, 6, 12),
'end_date': datetime.date(2023, 6, 12)
},
{
'license': 'U6400179',
'state': 'Utah',
'is_primary': False,
'start_date': datetime.date(2022, 8, 5),
'end_date': datetime.date(2026, 8, 4)
},
{
'license': 'W627735057',
'state': 'Maine',
'is_primary': True,
'start_date': datetime.date(2021, 6, 17),
'end_date': datetime.date(2022, 6, 17)
},
{
'license': 'O388523895',
'state': 'Wisconsin',
'is_primary': False,
'start_date': datetime.date(2021, 7, 14),
'end_date': datetime.date(2025, 7, 13)
}
],
'identifiers': '',
'taxonomy_qualification': '',
'taxonomy_endpoints': '',
'schedule': '',
'credential': 'MD',
'sole_proprietor': 'NO',
'gender': 'F',
'personal_name': {
'first_name': 'Deborah',
'last_name': 'Roberson',
'name_prefix': 'Dr.',
'name_suffix': 'MD',
'type_name': 'Personal Name'
},
'other_names': {
'first_name': 'Deborah',
'last_name': 'Stewart',
'name_prefix': 'Dr.',
'name_suffix': 'MD',
'type_name': 'Married'
},
'dea': {
'number': 'C8533755',
'allow_prescribe': True,
'start_date': datetime.date(2020, 12, 2),
'expiration_date': datetime.date(2022, 12, 2),
'supervising_number': 'Y4031241',
'supervising_license': 7415179
},
'ethnicity_code': 'T',
'date_of_birth': datetime.date(2017, 7, 30),
'languages': [
{'code': 'BG', 'description': 'Bulgarian', 'language_type': 'Practitioner'},
{'code': 'RU', 'description': 'Russian', 'language_type': 'Practitioner'},
{'code': 'CO', 'description': 'Corsican', 'language_type': 'Practitioner'},
{'code': 'BR', 'description': 'Breton', 'language_type': 'Practitioner'},
{'code': 'SL', 'description': 'Slovene', 'language_type': 'Practitioner'},
{'code': 'MG', 'description': 'Malagasy', 'language_type': 'Practitioner'},
{'code': 'en', 'description': 'English', 'language_type': 'Practitioner'}],
'gender_restriction': 'F',
'malpractice': {
insurance': 'MUTUAL PROTECTION TRUST',
'insurance_policy_number': 7297077,
'covered_amount': ' 8-4'
},
'professional_degree_school': 'University of Washington - UW School of Medicine'
}