Healthcare datasets

Patient records, medical imaging, clinical trials

  • 221 ready-made datasets
  • 8 formats, Excel to Parquet
  • First download free
What the 221 cover1 square = 1 dataset
  • Patient care87
  • Hospital operations43
  • Pharmacy33
  • Claims & billing29
  • Devices & wearables17
  • Clinical trials12
Grouped by dataset title and tags.

221 datasets · page 1 of 10

Showing all 24 on this page

Pharmacy

Pharmacy Dataset for Analysis

This is a ready-made synthetic dataset for pharmacy sales

This is a ready-made synthetic dataset for pharmacy sales and inventory analysis. It covers transactions and stock levels between 2023-01-01 and 2024-12-31. A free sample is available, with full downloads costing credits.

6 cols

  • quantity_sold
  • unit_price
  • transaction_total
  • sale_date
  • +2
Open in factory

Hospital operations

Healthcare Facility Waste Audit

Facility information, waste types and quantities, disposal methods

This dataset provides detailed records of healthcare facility waste audits, including facility information, waste types and quantities, disposal methods, compliance status, and ESG reporting flags. It enables operational managers and sustainability teams to analyze waste generation patterns, optimize disposal practices, and ensure regulatory compliance across multiple facilities.

19 cols

  • facility_name
  • facility_type
  • waste_type
  • waste_quantity_kg
  • +15
Open in factory
facility_name
St. Mary Hospital
facility_type
hospital
waste_type
infectious

Claims & billing

Medicare Advantage and Managed Care Encounters

HCC codes, RAF scores, RAPS/EDPS submission details

This dataset provides detailed risk adjustment encounter records for Medicare Advantage and Managed Care plans, including HCC codes, RAF scores, RAPS/EDPS submission details, and quality measure documentation. It enables accurate capitation payment calculation, regulatory compliance, and quality performance analysis for healthcare organizations and payers.

20 cols

  • encounter_type
  • encounter_date
  • submission_type
  • hcc_code
  • +16
Open in factory
encounter_type
outpatient
submission_type
RAPS
hcc_code
HCC18

Claims & billing

Claim Resubmission and Corrected Claims

Original claim references, correction reasons

This dataset captures detailed records of healthcare claim corrections and resubmissions, including original claim references, correction reasons, specific data element changes, submission dates, and payment recovery tracking. It enables robust audit trails, financial reconciliation, and compliance monitoring for healthcare providers and payers.

13 cols

  • correction_reason
  • corrected_field_name
  • corrected_value
  • claim_status
  • +9
Open in factory
correction_reason
Typo in procedure code
corrected_field_name
procedure_code
corrected_value
99214

Claims & billing

Payer Contracts and Fee Schedules

Payer contracts and fee schedules, detailing allowed amounts by CPT

This dataset provides a comprehensive view of payer contracts and fee schedules, detailing allowed amounts by CPT and DRG codes, reimbursement methods, contract terms, and payment rates. It enables precise reimbursement validation, contract management, and financial analysis for healthcare providers and payers, supporting compliance and operational efficiency.

18 cols

  • payer_name
  • contract_status
  • contract_terms_summary
  • contract_effective_date
  • +14
Open in factory
payer_name
HealthFirst Insurance
contract_status
active
reimbursement_method
fee-for-service

Claims & billing

Patient Accounting and Payment Posting

Payment methods, transaction identifiers, applied and unapplied amounts

This dataset provides a detailed record of patient and insurance payment postings, including payment methods, transaction identifiers, applied and unapplied amounts, adjustment codes, and reconciliation statuses. It enables robust financial tracking, audit trails, and analysis of payment workflows for healthcare providers and billing teams.

15 cols

  • account_number
  • payment_source
  • payment_method
  • payment_amount
  • +11
Open in factory
account_number
ACCT-940213
payment_source
insurance
payment_method
EFT

Claims & billing

Medical Coding and Audit Results

Professional medical coding assignments, audit results, coding accuracy

This dataset provides a comprehensive view of professional medical coding assignments, audit results, coding accuracy, DRG and HCC validation, and compliance with official guidelines. It is designed for healthcare quality assurance, reimbursement optimization, and regulatory compliance analytics, supporting both operational and strategic decision-making.

19 cols

  • coding_status
  • audit_findings
  • coding_accuracy_score
  • audit_date
  • +15
Open in factory
coding_status
completed
coding_accuracy_score
0.98
primary_diagnosis_code
E11.9

Claims & billing

Claim Edits and Scrubbing Results

Automated claim edits and scrubbing results, capturing errors

This dataset provides a detailed record of automated claim edits and scrubbing results, capturing errors, inconsistencies, medical necessity issues, coding problems, and compliance violations prior to insurance claim submission. It enables healthcare organizations to track, resolve, and analyze claim issues, improving billing accuracy and compliance while reducing denials and delays.

18 cols

  • claim_submission_datetime
  • claim_amount
  • edit_type
  • edit_severity
  • +14
Open in factory
claim_amount
125
edit_type
error
edit_severity
critical

Claims & billing

Eligibility and Benefits Verification

Coverage status, effective dates, deductibles, copays

This dataset provides granular, real-time details on patient insurance eligibility and benefits, including coverage status, effective dates, deductibles, copays, prior authorization requirements, and benefit limitations as transmitted via 270/271 EDI transactions. It is ideal for healthcare providers, payers, and revenue cycle teams seeking to streamline eligibility checks, prevent claim denials, and optimize patient financial counseling.

20 cols

  • benefit_limit_type
  • benefit_limit_value
  • coverage_status
  • coverage_type
  • +16
Open in factory
benefit_limit_type
annual
benefit_limit_value
10000
coverage_status
active

Claims & billing

Coordination of Benefits (COB) and Dual Coverage

Coordination of benefits (COB) for patients with multiple insurance coverages, detailing

This dataset provides a comprehensive view of coordination of benefits (COB) for patients with multiple insurance coverages, detailing primary/secondary determination, payment sequencing, and special rules such as the birthday rule and Medicare coordination. It enables precise tracking of claims, payments, and insurance relationships, supporting compliance, analytics, and operational efficiency in healthcare billing and insurance management.

24 cols

  • coverage_priority
  • medicare_coordination_applied
  • insurance_company_name
  • insurance_policy_number
  • +20
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coverage_priority
1
medicare_coordination_applied
false
insurance_company_name
Blue Shield

Claims & billing

Explanation of Benefits (EOB) and Patient Statements

Healthcare Explanation of Benefits (EOB) documents

This dataset provides a comprehensive record of healthcare Explanation of Benefits (EOB) documents and patient billing statements, detailing services rendered, insurance payments, adjustments, patient responsibility, payment history, and outstanding balances. It enables robust analysis of healthcare billing, insurance claims, patient collections, and financial performance for providers and payers.

30 cols

  • patient_responsibility_amount
  • statement_status
  • statement_date
  • provider_name
  • +26
Open in factory
patient_responsibility_amount
20
statement_status
paid
provider_name
Springfield Medical Group

Claims & billing

Prior Authorization and Pre-Certification

Approval status, reference numbers, and validity dates for claims processing

This dataset provides detailed records of prior authorization and pre-certification requests for healthcare procedures, medications, imaging, and durable medical equipment, including approval status, reference numbers, and validity dates for claims processing. It enables comprehensive tracking, auditing, and analytics for healthcare providers, payers, and administrators to optimize claims workflows and regulatory compliance.

16 cols

  • authorization_type
  • service_code
  • requested_quantity
  • approval_status
  • +12
Open in factory
authorization_type
procedure
service_code
CPT99214
requested_quantity
1

Claims & billingTop 10 most opened

Claims Denials and Rejection Management

Denial reason codes, categories, appeal statuses, root cause analyses

This dataset provides comprehensive details on denied and rejected healthcare claims, including denial reason codes, categories, appeal statuses, root cause analyses, rework notes, and recovery efforts. It enables healthcare organizations to analyze denial patterns, optimize revenue cycle processes, and improve claim resolution rates through targeted interventions.

19 cols

  • claim_amount
  • denial_status
  • denial_reason_code
  • denial_category
  • +15
Open in factory
claim_amount
1275.42
denial_status
denied
denial_reason_code
CO16

Claims & billing

Claims Adjudication and Payment Processing

Allowed amounts, patient cost-sharing, coordination of benefits

This dataset provides a detailed, flat record of healthcare claims adjudication and payment processing, including allowed amounts, patient cost-sharing, coordination of benefits, and remittance advice linkage. It enables robust financial analysis, compliance auditing, and operational monitoring for healthcare payers and providers, supporting transparency and efficiency in claims management.

21 cols

  • payment_amount
  • claim_status
  • adjudication_date
  • payment_date
  • +17
Open in factory
payment_amount
180
claim_status
adjudicated
allowed_amount
312.5

Claims & billing

Institutional Claims - Facility (UB-04)

Financial charges, clinical codes, patient demographics, and billing details

This dataset provides comprehensive, standardized records of institutional claims from hospitals and healthcare facilities, including financial charges, clinical codes, patient demographics, and billing details. It enables detailed analysis of healthcare utilization, cost patterns, and claim processing for both inpatient and outpatient services, supporting operational, regulatory, and research needs.

25 cols

  • facility_charges
  • claim_status
  • service_type
  • type_of_bill
  • +21
Open in factory
facility_charges
8200.75
claim_status
paid
service_type
inpatient

Claims & billing

Medical Claims Transactions - Professional (CMS-1500)

Patient demographics, provider information, CPT codes, diagnosis codes

This dataset provides granular details on professional medical claims transactions, including patient demographics, provider information, CPT codes, diagnosis codes and pointers, financial charges, allowed and paid amounts, and payment status. It is ideal for healthcare analytics, reimbursement modeling, fraud detection, and operational reporting in clinical and insurance environments.

34 cols

  • claim_status
  • claim_submission_date
  • cpt_code
  • cpt_modifier_1
  • +30
Open in factory
claim_status
paid
cpt_code
99213
cpt_modifier_1
25

Patient care

Point-of-Care and Rapid Testing

Patient and clinician identifiers, test types, results

This dataset provides comprehensive records of point-of-care and rapid diagnostic tests performed in clinical settings, including patient and clinician identifiers, test types, results, and contextual details such as location and device. It enables real-time clinical decision support, operational analysis, and quality improvement initiatives in healthcare environments.

13 cols

  • test_type
  • test_result
  • result_value
  • unit
  • +9
Open in factory
test_type
covid_19
test_result
negative
location_type
clinic

Patient care

Endoscopy and Colonoscopy Findings

Procedure details, sedation, findings, polyp and biopsy descriptions

This dataset provides detailed, structured information from gastrointestinal endoscopy and colonoscopy reports, including procedure details, sedation, findings, polyp and biopsy descriptions, pathology results, photodocumentation, and quality metrics. It is ideal for clinical research, quality assurance, and screening program evaluation in gastroenterology, supporting both patient care and population health analytics.

21 cols

  • findings
  • procedure_type
  • indication
  • sedation_type
  • +17
Open in factory
procedure_type
colonoscopy
indication
screening
sedation_type
conscious sedation

Patient care

Sleep Study and Polysomnography Data

Key indices, sleep stage distributions, CPAP titration outcomes

This dataset provides detailed, structured results from sleep studies and polysomnography, including key indices, sleep stage distributions, CPAP titration outcomes, and clinical diagnoses. It is designed for use in sleep disorder management, clinical research, and operational analytics, supporting both patient-level tracking and population health studies.

18 cols

  • total_sleep_time_minutes
  • sleep_efficiency_percent
  • study_location
  • study_date
  • +14
Open in factory
total_sleep_time_minutes
545
sleep_efficiency_percent
97.8
study_location
Metro Sleep Clinic

Patient care

Cardiology Tests - ECG, Echo, Stress Tests

ECG interpretations, echocardiogram measurements, stress test findings

This dataset contains comprehensive cardiovascular diagnostic test results, including ECG interpretations, echocardiogram measurements, stress test findings, Holter monitor reports, and cardiac catheterization data for individual patients. It enables detailed analysis of cardiac function, arrhythmias, and vessel health, supporting both clinical decision-making and research into cardiovascular diseases.

22 cols

  • ecg_interpretation
  • ecg_heart_rate
  • ecg_rhythm
  • echo_ejection_fraction
  • +18
Open in factory
ecg_interpretation
Normal ECG
ecg_heart_rate
72
ecg_rhythm
Normal Sinus Rhythm

Patient care

Radiology Imaging Orders and Reports

Patient and physician identifiers, imaging modalities

This dataset provides comprehensive records of radiology imaging orders and reports, including patient and physician identifiers, imaging modalities, standardized procedure codes, radiologist interpretations, critical findings, and DICOM metadata for PACS integration. Ideal for clinical workflow optimization, quality assurance, and research in medical imaging informatics.

20 cols

  • order_datetime
  • report_datetime
  • order_status
  • modality
  • +16
Open in factory
order_status
reported
modality
CT
procedure_code
CPT-70450

Patient care

Microbiology Culture and Sensitivity

Organism identification, colony counts

This dataset provides detailed microbiology culture and sensitivity results, including organism identification, colony counts, antibiotic susceptibility profiles (MIC values and interpretations), resistance patterns, and infection control alerts. It enables robust tracking of antimicrobial resistance trends, supports stewardship initiatives, and facilitates infection control monitoring in healthcare settings.

15 cols

  • specimen_type
  • organism_identified
  • colony_count
  • antibiotic_name
  • +11
Open in factory
specimen_type
blood
organism_identified
Staphylococcus aureus
colony_count
1200

Patient care

Laboratory Test Orders and Results

Standardized LOINC codes, test names, quantitative and qualitative results

This dataset provides comprehensive records of laboratory test orders and results, including standardized LOINC codes, test names, quantitative and qualitative results, reference ranges, abnormality flags, and detailed timestamps. It facilitates clinical decision support, quality assurance, and research by enabling precise tracking and analysis of lab diagnostics across healthcare providers and laboratories.

19 cols

  • test_loinc_code
  • test_name
  • result_value
  • result_units
  • +15
Open in factory
test_loinc_code
2345-7
test_name
Glucose
result_value
92

Patient care

Family History and Genetic Risk

Detailed information on first- and second-degree relatives

This dataset provides a comprehensive record of family health history and genetic risk assessments, including detailed information on first- and second-degree relatives, their medical conditions, age of onset, and personalized preventive care recommendations. It enables healthcare professionals and researchers to identify hereditary disease risks and optimize screening strategies for individuals based on both family history and genetic analysis.

18 cols

  • genetic_risk_assessed
  • genetic_risk_score
  • genetic_risk_category
  • relative_relationship
  • +14
Open in factory
genetic_risk_assessed
true
genetic_risk_score
0.76
genetic_risk_category
moderate

Real codes. Never real patients.

Code systems found in the sample rows of all 221 healthcare datasets.

Code systemDatasets using it, of 221
  1. ICD-10diagnoses41I10 · E11.9 · J45.909
  2. CPTprocedures2699213 · CPT99214 · 99233
  3. NPIUS providers51865478910 · 4871920382 · 3042157890
  4. LOINClab tests32345-7 · 718-7
  5. CARCdenial reasons3CO16 · CO-16
  6. NDCdrug products312345-6789-01 · 00093051230
  7. DRGinpatient groups2291
  8. HCCrisk adjustment2HCC18 · HCC19
  9. MedDRAadverse events110029205
A patient from the EOB datasetGenerated
patient_first_name
Emily
patient_last_name
Stevens
patient_date_of_birth
1986-05-14
patient_city
Springfield
service_code
99213
service_description
Office/outpatient visit, established patient

Generated   Real code

Most common columnsDatasets, of 221
  1. patient_id159
  2. provider_id54
  3. department26
  4. diagnosis_code24
  5. medication_name21

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

  • Over-75s readmitted 2×
  • Real ICD-10 codes
  • 3% missing dates
Preview 20 rows freeNo signup. No card.
30-day readmission rate by age
0%15%30%9%18–4411%45–6412%65–7423%75+1
Sample rows for: Discharges from 6 wards, where patients over 75 are readmitted within 30 days twice as often, with real ICD-10 codes and 3% of discharge dates missing.
ageprimary_dxdischarge_datereadmit_30d
81I50.92024-03-14yes
52E11.92024-03-14no
77J44.1—yes
64N18.32024-03-15no

A pattern you asked for Everything else

What should your data show?

Preview 20 rows free
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