faker-healthcare-system
Advanced tools
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-system
Add 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'
}
>> 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'
}
#### Generate an organization with the specified number of NPI, default is 1,
>> fake.organization_object(max_npi=3)
{
'npi': [321598958, 928109630, 366741961],
'tin': 711175146,
'last_updated_epoch': datetime.date(2021, 1, 24),
'created_epoch': datetime.date(2019, 1, 25),
'enumeration_date': datetime.date(2020, 5, 6),
'status': 'Active',
'email': 'deborahwest@example.net',
'enumeration_type': 'NPI-2',
'mailing_address': {
'country_code': 'US',
'country_name': 'United States',
'purpose': 'Mailing',
'address_type': 'MIL',
'address_1': '2594 Dunn Radial\nWest Jennifermouth, NM 55692',
'address_2': '78773 Powers Greens\nRosehaven, DC 42074',
'city': 'New Chadtown',
'state': 'Nebraska',
'postal_code': '16089',
'telephone_number': '306-999-1768x365',
'fax_number': '483.589.1410x715'
},
'location_address': {
'country_code': 'US',
'country_name': 'United States',
'purpose': 'LOCATION',
'address_type': 'DOM',
'address_1': '305 Michelle Key Apt. 304\nWest Kellyberg, CT 16549',
'address_2': '1063 Smith Lake Apt. 999\nNixonberg, WA 28039',
'city': 'Port Timothy',
'state': 'Maryland',
'postal_code': '21290',
'telephone_number': '807.472.1198x8935',
'fax_number': '001-935-380-7717x264'
},
'main_office_address': {
'country_code': 'US',
'country_name': 'United States',
'purpose': 'Main Office',
'address_type': 'Physical',
'address_1': '981 John Road\nRobertmouth, FL 10531',
'address_2': '13237 Karen Village Apt. 024\nPort Beverlytown, ME 46029',
'city': 'Benjamintown',
'state': 'Luisiana',
'postal_code': '16387',
'telephone_number': '623-739-8700x2088',
'fax_number': '545.882.9199'
},
'taxonomies': [
{
'code': '1835N1003X',
'classification': 'Pharmacist',
'specialization': 'Nutrition Support',
'section': 'Individual',
'grouping':
'Pharmacy Service Providers',
'display_name': 'Nutrition Support Pharmacist'
},
{
'code': '208G00000X',
'classification': 'Thoracic Surgery (Cardiothoracic Vascular Surgery)',
'specialization': '',
'section': 'Individual',
'grouping': 'Allopathic & Osteopathic Physicians',
'display_name': 'Thoracic Surgery (Cardiothoracic Vascular Surgery) Physician'
},
{
'code': '364SI0800X',
'classification': 'Clinical Nurse Specialist',
'specialization': 'Informatics',
'section': 'Individual',
'grouping': 'Physician Assistants & Advanced Practice Nursing Providers',
'display_name': 'Informatics Clinical Nurse Specialist'
},
{
'code': '364SW0102X',
'classification': 'Clinical Nurse Specialist',
'specialization': "Women's Health",
'section': 'Individual',
'grouping': 'Physician Assistants & Advanced Practice Nursing Providers',
'display_name': "Women's Health Clinical Nurse Specialist"
}
],
'licenses':
[
{
'license': 'Z188552678',
'state': 'Pensilvania',
'is_primary': True,
'start_date': datetime.date(2020, 12, 11),
'end_date': datetime.date(2024, 12, 10)
},
{
'license': 'M184632866',
'state': 'Nuevo México',
'is_primary': True,
'start_date': datetime.date(2023, 5, 8),
'end_date': datetime.date(2026, 5, 7)
},
{
'license': 'U460102758',
'state': 'Kansas',
'is_primary': True,
'start_date': datetime.date(2023, 2, 26),
'end_date': datetime.date(2024, 2, 26)
},
{
'license': 'D68435211',
'state': 'Oregón',
'is_primary': True,
'start_date': datetime.date(2020, 9, 18),
'end_date': datetime.date(2022, 9, 18)
},
{
'license': 'D918869194',
'state': 'Delaware',
'is_primary': False,
'start_date': datetime.date(2022, 9, 15),
'end_date': datetime.date(2026, 9, 14)
},
{
'license': 'C10973103',
'state': 'Arizona',
'is_primary': False,
'start_date': datetime.date(2022, 12, 18),
'end_date': datetime.date(2026, 12, 17)
},
{
'license': 'P188687644',
'state': 'Washington',
'is_primary': True,
'start_date': datetime.date(2021, 4, 27),
'end_date': datetime.date(2023, 4, 27)
},
{
'license': 'Z755492445',
'state': 'Colorado',
'is_primary': True,
'start_date': datetime.date(2022, 3, 12),
'end_date': datetime.date(2026, 3, 11)
},
{
'license': 'R671526523',
'state': 'Nebraska',
'is_primary': True,
'start_date': datetime.date(2020, 8, 9),
'end_date': datetime.date(2022, 8, 9)
}
],
'identifiers': {
'code': 5691,
'desc': 'Medicare',
'issuer': 'TWsd',
'identifier': '56720',
state': 'Misuri'
},
'credential': 'DMD',
'sole_proprietor': 'NO',
'gender': 'F',
'personal_name':
{
'first_name': 'Sara',
'last_name': 'Pratt',
'name_prefix': 'Mrs.',
'name_suffix': 'DDS',
'type_name': 'Personal Name'
},
'other_names': '',
'dea':
{
'number': 'A8778730',
'allow_prescribe': False,
'start_date': datetime.date(2023, 9, 4),
'expiration_date': datetime.date(2026, 9, 3),
'supervising_number': 'Y6652962',
'supervising_license': 9123515
},
'ethnicity_code': '',
'date_of_birth': '',
'languages': [
{
'code': 'KO',
'description': 'Korean',
'language_type': 'Practitioner'}, {'code': 'CS', 'description': 'Czech', 'language_type': 'Practitioner'}, {'code': 'KW', 'description': 'Cornish', 'language_type': 'Practitioner'}, {'code': 'GA', 'description': 'Irish', 'language_type': 'Practitioner'}, {'code': 'CV', 'description': 'Chuvash', 'language_type': 'Practitioner'}, {'code': 'AR', 'description': 'Arabic', 'language_type': 'Practitioner'}, {'code': 'en', 'description': 'English', 'language_type': 'Practitioner'}], 'gender_restriction': '', 'malpractice': {'insurance': 'NORCAL Mutual Insurance Company', 'insurance_policy_number': 164, 'covered_amount': ' 4-4'}, 'professional_degree_school': '', 'organization_name': 'Rivera-Meyer', 'organization_subpart': 'YES', 'organization_type': 'Official', 'person_authorized': 'Ashley Rios', 'person_authorized_title_or_position': 'EXECUTIVE DIRECTOR', 'other_organization_name_1': 'Robertson, Boyd and Hall', 'other_organization_subpart_1': 'NO', 'other_organization_type_1': 'Official', 'other_organization_name_2': 'Gibson-Gentry', 'other_organization_subpart_2': 'YES', 'other_organization_type_2': 'Official', 'pcmh_status': 3}
FAQs
Health system related data provider for Faker module
We found that faker-healthcare-system demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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