Grab current version from source.
In [1]:
url <- "http://www.nucc.org/images/stories/CSV/nucc_taxonomy_160.csv"
Read the CSV file.
In [2]:
library(data.table)
varnames <- fread(url, nrows=0)
varnames
Out[2]:
Code Grouping Classification Specialization Definition Notes
In [3]:
D <- fread(url)
str(D)
Classes 'data.table' and 'data.frame': 845 obs. of 6 variables:
$ Code : chr "101Y00000X" "101YA0400X" "101YM0800X" "101YP1600X" ...
$ Grouping : chr "Behavioral Health & Social Service Providers" "Behavioral Health & Social Service Providers" "Behavioral Health & Social Service Providers" "Behavioral Health & Social Service Providers" ...
$ Classification: chr "Counselor" "Counselor" "Counselor" "Counselor" ...
$ Specialization: chr "" "Addiction (Substance Use Disorder)" "Mental Health" "Pastoral" ...
$ Definition : chr "A provider who is trained and educated in the performance of behavior health services through interpersonal communications and "| __truncated__ "Definition to come..." "Definition to come..." "Definition to come..." ...
$ Notes : chr "Sources: Abridged from definitions provided by the National Board of Certified Counselors and the American Association of Pasto"| __truncated__ "" "" "" ...
- attr(*, ".internal.selfref")=<externalptr>
In [4]:
D[, .N, Grouping][order(Grouping)]
Out[4]:
Grouping N
1 Agencies 15
2 Allopathic & Osteopathic Physicians 218
3 Ambulatory Health Care Facilities 63
4 Behavioral Health & Social Service Providers 37
5 Chiropractic Providers 12
6 Dental Providers 19
7 Dietary & Nutritional Service Providers 8
8 Emergency Medical Service Providers 4
9 Eye and Vision Services Providers 17
10 Group 2
11 Hospital Units 5
12 Hospitals 18
13 Laboratories 4
14 Managed Care Organizations 4
15 Nursing & Custodial Care Facilities 13
16 Nursing Service Providers 59
17 Nursing Service Related Providers 13
18 Other Service Providers 37
19 Pharmacy Service Providers 13
20 Physician Assistants & Advanced Practice Nursing Providers 58
21 Podiatric Medicine & Surgery Service Providers 9
22 Residential Treatment Facilities 8
23 Respiratory, Developmental, Rehabilitative and Restorative Service Providers 82
24 Respite Care Facility 5
25 Speech, Language and Hearing Service Providers 9
26 Student, Health Care 1
27 Suppliers 31
28 Technologists, Technicians & Other Technical Service Providers 65
29 Transportation Services 16
In [5]:
unique(D[, Classification])
Out[5]:
- "Counselor"
- "Psychoanalyst"
- "Poetry Therapist"
- "Clinical Neuropsychologist"
- "Behavioral Analyst"
- "Psychologist"
- "Social Worker"
- "Marriage & Family Therapist"
- "Chiropractor"
- "Dentist"
- "Denturist"
- "Dental Hygienist"
- "Dental Therapist"
- "Advanced Practice Dental Therapist"
- "Oral Medicinist"
- "Dental Assistant"
- "Dental Laboratory Technician"
- "Dietary Manager"
- "Nutritionist"
- "Dietitian, Registered"
- "Dietetic Technician, Registered"
- "Personal Emergency Response Attendant"
- "Emergency Medical Technician, Paramedic"
- "Emergency Medical Technician, Intermediate"
- "Emergency Medical Technician, Basic"
- "Optometrist"
- "Technician/Technologist"
- "Registered Nurse"
- "Licensed Practical Nurse"
- "Licensed Vocational Nurse"
- "Licensed Psychiatric Technician"
- "Medical Genetics, Ph.D. Medical Genetics"
- "Genetic Counselor, MS"
- "Military Health Care Provider"
- "Acupuncturist"
- "Case Manager/Care Coordinator"
- "Interpreter"
- "Contractor"
- "Driver"
- "Mechanotherapist"
- "Naprapath"
- "Community Health Worker"
- "Legal Medicine"
- "Reflexologist"
- "Sleep Specialist, PhD"
- "Meals"
- "Specialist"
- "Health Educator"
- "Veterinarian"
- "Lactation Consultant, Non-RN"
- "Clinical Ethicist"
- "Naturopath"
- "Homeopath"
- "Midwife, Lay"
- "Peer Specialist"
- "Midwife"
- "Funeral Director"
- "Lodging"
- "Pharmacist"
- "Pharmacy Technician"
- "Multi-Specialty"
- "Single Specialty"
- "Independent Medical Examiner"
- "Phlebology"
- "Neuromusculoskeletal Medicine, Sports Medicine"
- "Neuromusculoskeletal Medicine & OMM"
- "Oral & Maxillofacial Surgery"
- "Transplant Surgery"
- "Electrodiagnostic Medicine"
- "Allergy & Immunology"
- "Anesthesiology"
- "Dermatology"
- "Emergency Medicine"
- "Family Medicine"
- "Internal Medicine"
- "Medical Genetics"
- "Neurological Surgery"
- "Nuclear Medicine"
- "Obstetrics & Gynecology"
- "Ophthalmology"
- "Orthopaedic Surgery"
- "Otolaryngology"
- "Pathology"
- "Pediatrics"
- "Physical Medicine & Rehabilitation"
- "Plastic Surgery"
- "Preventive Medicine"
- "Psychiatry & Neurology"
- "Radiology"
- "Surgery"
- "Urology"
- "Colon & Rectal Surgery"
- "General Practice"
- "Thoracic Surgery (Cardiothoracic Vascular Surgery)"
- "Hospitalist"
- "Clinical Pharmacology"
- "Pain Medicine"
- "Assistant, Podiatric"
- "Podiatrist"
- "Art Therapist"
- "Developmental Therapist"
- "Orthotist"
- "Mastectomy Fitter"
- "Pedorthist"
- "Prosthetist"
- "Clinical Exercise Physiologist"
- "Occupational Therapy Assistant"
- "Orthotic Fitter"
- "Physical Therapist"
- "Physical Therapy Assistant"
- "Rehabilitation Practitioner"
- "Specialist/Technologist"
- "Dance Therapist"
- "Massage Therapist"
- "Recreation Therapist"
- "Music Therapist"
- "Pulmonary Function Technologist"
- "Rehabilitation Counselor"
- "Occupational Therapist"
- "Recreational Therapist Assistant"
- "Kinesiotherapist"
- "Respiratory Therapist, Certified"
- "Respiratory Therapist, Registered"
- "Anaplastologist"
- "Audiologist"
- "Speech-Language Pathologist"
- "Audiologist-Hearing Aid Fitter"
- "Hearing Instrument Specialist"
- "Perfusionist"
- "Radiology Practitioner Assistant"
- "Spec/Tech, Pathology"
- "Technician, Pathology"
- "Technician, Cardiology"
- "Spec/Tech, Cardiovascular"
- "Spec/Tech, Health Info"
- "Specialist/Technologist, Other"
- "Technician, Health Information"
- "Radiologic Technologist"
- "Technician, Other"
- "Local Education Agency (LEA)"
- "Case Management"
- "Day Training, Developmentally Disabled Services"
- "Home Health"
- "Home Infusion"
- "Hospice Care, Community Based"
- "Nursing Care"
- "Public Health or Welfare"
- "Community/Behavioral Health"
- "PACE Provider Organization"
- "Voluntary or Charitable"
- "Supports Brokerage"
- "Early Intervention Provider Agency"
- "Foster Care Agency"
- "In Home Supportive Care"
- "Clinic/Center"
- "Epilepsy Unit"
- "Psychiatric Unit"
- "Rehabilitation Unit"
- "Medicare Defined Swing Bed Unit"
- "Rehabilitation, Substance Use Disorder Unit"
- "Chronic Disease Hospital"
- "Long Term Care Hospital"
- "Religious Nonmedical Health Care Institution"
- "General Acute Care Hospital"
- "Psychiatric Hospital"
- "Rehabilitation Hospital"
- "Special Hospital"
- "Military Hospital"
- "Christian Science Sanitorium"
- "Military Clinical Medical Laboratory"
- "Clinical Medical Laboratory"
- "Dental Laboratory"
- "Physiological Laboratory"
- "Exclusive Provider Organization"
- "Health Maintenance Organization"
- "Preferred Provider Organization"
- "Point of Service"
- "Assisted Living Facility"
- "Intermediate Care Facility, Mental Illness"
- "Alzheimer Center (Dementia Center)"
- "Custodial Care Facility"
- "Nursing Facility/Intermediate Care Facility"
- "Skilled Nursing Facility"
- "Hospice, Inpatient"
- "Intermediate Care Facility, Mentally Retarded"
- "Christian Science Facility"
- "Residential Treatment Facility, Mental Retardation and/or Developmental Disabilities"
- "Residential Treatment Facility, Physical Disabilities"
- "Community Based Residential Treatment Facility, Mental Illness"
- "Community Based Residential Treatment, Mental Retardation and/or Developmental Disabilities"
- "Residential Treatment Facility, Emotionally Disturbed Children"
- "Psychiatric Residential Treatment Facility"
- "Substance Abuse Rehabilitation Facility"
- "Blood Bank"
- "Military/U.S. Coast Guard Pharmacy"
- "Department of Veterans Affairs (VA) Pharmacy"
- "Indian Health Service/Tribal/Urban Indian Health (I/T/U) Pharmacy"
- "Non-Pharmacy Dispensing Site"
- "Durable Medical Equipment & Medical Supplies"
- "Eye Bank"
- "Eyewear Supplier (Equipment, not the service)"
- "Hearing Aid Equipment"
- "Home Delivered Meals"
- "Emergency Response System Companies"
- "Pharmacy"
- "Prosthetic/Orthotic Supplier"
- "Medical Foods Supplier"
- "Organ Procurement Organization"
- "Portable X-ray and/or Other Portable Diagnostic Imaging Supplier"
- "Ambulance"
- "Military/U.S. Coast Guard Transport"
- "Secured Medical Transport (VAN)"
- "Non-emergency Medical Transport (VAN)"
- "Taxi"
- "Air Carrier"
- "Bus"
- "Private Vehicle"
- "Train"
- "Transportation Broker"
- "Physician Assistant"
- "Nurse Practitioner"
- "Clinical Nurse Specialist"
- "Nurse Anesthetist, Certified Registered"
- "Advanced Practice Midwife"
- "Anesthesiologist Assistant"
- "Chore Provider"
- "Adult Companion"
- "Day Training/Habilitation Specialist"
- "Technician"
- "Doula"
- "Religious Nonmedical Practitioner"
- "Religious Nonmedical Nursing Personnel"
- "Home Health Aide"
- "Nursing Home Administrator"
- "Homemaker"
- "Nurse's Aide"
- "Respite Care"
- "Student in an Organized Health Care Education/Training Program"
- "Prevention Professional"
Content source: chse-ohsu/PublicUseData
Similar notebooks: