Healthcare datasets

Patient records, medical imaging, clinical trials

  • 222 ready-made datasets
  • 8 formats, Excel to Parquet
  • First download free
What the 222 cover1 square = 1 dataset
  • Patient care87
  • Hospital operations43
  • Pharmacy34
  • Claims & billing29
  • Devices & wearables17
  • Clinical trials12
Grouped by dataset title and tags.

222 datasets · page 6 of 10

Showing all 24 on this page

Patient care

Healthcare Patient Satisfaction Ratings

Overall and specific experience scores, facility and provider details

This dataset provides detailed patient satisfaction ratings from outpatient and inpatient healthcare services, including overall and specific experience scores, facility and provider details, and anonymized patient demographics. Designed for healthcare managers and analysts, it enables comprehensive service quality monitoring, benchmarking, and targeted improvement initiatives.

18 cols

  • rating_score
  • wait_time_rating
  • staff_courtesy_rating
  • facility_cleanliness_rating
  • +14
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rating_score
4.7
wait_time_rating
4.2
staff_courtesy_rating
4.8

Patient care

Healthcare Outpatient Visit Analysis

Patient demographics, provider information, visit timing, service types

This dataset provides granular details of outpatient visits, including patient demographics, provider information, visit timing, service types, and operational metrics such as wait times and visit status. It is designed to support healthcare resource allocation, patient flow management, and service utilization analysis, enabling data-driven improvements in clinical operations and patient experience.

23 cols

  • visit_start_time
  • visit_end_time
  • visit_reason
  • visit_status
  • +19
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visit_reason
Routine heart check-up
visit_status
completed
visit_duration_minutes
30

Patient care

Healthcare Chronic Disease Risk Dataset

Demographics, lifestyle factors, biometric measurements

This dataset contains comprehensive patient-level data including demographics, lifestyle factors, biometric measurements, clinical risk factors, and outcomes for chronic disease modeling. It is ideal for AI-driven risk prediction, population health management, and epidemiological research, enabling robust analysis of risk factors and disease progression.

30 cols

  • family_history_chronic_disease
  • diagnosis_chronic_disease
  • risk_score
  • ethnicity
  • +26
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family_history_chronic_disease
true
diagnosis_chronic_disease
none
risk_score
0.23

Patient care

Healthcare Preventive Screening Uptake

Demographic details, screening types and outcomes, provider information

This dataset provides a comprehensive record of patient participation in preventive screening programs, including demographic details, screening types and outcomes, provider information, outreach activities, and follow-up actions. It enables healthcare organizations to analyze screening uptake, target outreach efforts, and monitor population health trends for improved preventive care.

25 cols

  • screening_type
  • screening_result
  • screening_date
  • provider_name
  • +21
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screening_type
mammogram
screening_result
normal
provider_name
Seattle Health Hospital

Patient care

Healthcare Lab Test Utilization

Facility, test, patient, physician, cost, and diagnostic context

This dataset provides detailed, transaction-level records of lab test ordering and utilization across hospitals and clinics, including facility, test, patient, physician, cost, and diagnostic context. It enables comprehensive analysis of test utilization patterns, cost management, and supports clinical decision-making and operational efficiency initiatives.

29 cols

  • test_code
  • test_name
  • test_category
  • test_result_value
  • +25
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test_code
LOINC:2345-7
test_name
Glucose, Serum
test_category
chemistry

Pharmacy

Healthcare Prescription Adherence Dataset

Refill patterns, medication details, and compliance scores

This dataset provides detailed tracking of patient prescription adherence, including refill patterns, medication details, and compliance scores. It enables healthcare providers and insurers to identify at-risk patients, analyze medication-taking behaviors, and develop targeted interventions to improve health outcomes and reduce costs.

21 cols

  • adherence_score
  • prescription_start_date
  • prescription_end_date
  • medication_name
  • +17
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adherence_score
94.7
medication_name
Metformin
medication_dosage
500mg

Patient care

Healthcare Diagnostic Error Analysis

Patient demographics, clinician roles, error types, severity, outcomes

This dataset provides detailed records of diagnostic errors in clinical settings, including patient demographics, clinician roles, error types, severity, outcomes, and organizational context. It enables healthcare organizations to analyze diagnostic accuracy, identify patterns in errors, and support targeted quality improvement and compliance initiatives. The comprehensive structure facilitates benchmarking, risk analysis, and regulatory reporting.

24 cols

  • diagnosis_code
  • error_type
  • error_severity
  • diagnosis_date
  • +20
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diagnosis_code
J20.9
error_type
missed
error_severity
moderate

Hospital operations

Healthcare Appointment No-Show Rates

Healthcare appointments, capturing patient demographics, scheduling details

This dataset provides detailed records of healthcare appointments, capturing patient demographics, scheduling details, clinic and provider information, reminders, and final attendance status. It is designed to help clinics analyze no-show rates, identify contributing factors, and optimize scheduling strategies to improve operational efficiency and patient care.

23 cols

  • appointment_time
  • appointment_created_datetime
  • appointment_type
  • appointment_status
  • +19
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appointment_type
consultation
appointment_status
attended
patient_age
32

Hospital operations

Hospital Bed Occupancy Forecast

Forecasts of hospital bed occupancy rates by department and time

This dataset provides detailed forecasts of hospital bed occupancy rates by department and time, incorporating expected admissions, discharges, and resource utilization metrics. It enables healthcare administrators to anticipate capacity needs, optimize resource allocation, and improve patient care delivery through data-driven planning. The dataset supports both operational and strategic decision-making in hospital management.

16 cols

  • hospital_name
  • forecast_time
  • forecasted_occupied_beds
  • forecasted_occupancy_rate
  • +12
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hospital_name
Green Valley Medical Center
forecasted_occupied_beds
80
forecasted_occupancy_rate
93.02

Clinical trials

Healthcare Clinical Trial Enrollment

Screening, randomization, and enrollment outcomes

This dataset provides detailed, participant-level records for multiple healthcare clinical trials, including screening, randomization, and enrollment outcomes, along with demographic and site information. It enables comprehensive analysis of trial recruitment, participant flow, and site performance, supporting operational optimization and regulatory reporting in clinical research.

22 cols

  • trial_name
  • enrolled
  • enrollment_status
  • enrollment_failure_reason
  • +18
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trial_name
Pediatric Epilepsy Drug Study
enrolled
true
enrollment_status
enrolled

Hospital operations

Hospital Resource Allocation Records

Beds, staff, and critical equipment, across multiple facilities

This dataset provides detailed, daily records of hospital resource allocation, including beds, staff, and critical equipment, across multiple facilities. It enables comprehensive monitoring of capacity, surge response, and operational readiness, supporting data-driven planning and crisis management in healthcare settings.

20 cols

  • hospital_name
  • beds_allocated
  • staff_allocated
  • equipment_allocated
  • +16
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hospital_name
St. Anne Medical Center
beds_allocated
120
staff_allocated
32

Devices & wearables

Remote Patient Monitoring Readings

Heart rate, blood pressure, respiratory rate, temperature

This dataset provides granular, time-stamped physiological readings from remote patient monitoring devices, including heart rate, blood pressure, respiratory rate, temperature, oxygen saturation, glucose, and weight. It supports early detection of health deterioration, continuous patient tracking, and integration with clinical alerting systems, making it invaluable for proactive healthcare management and research.

14 cols

  • heart_rate_bpm
  • systolic_bp_mmHg
  • diastolic_bp_mmHg
  • respiratory_rate_bpm
  • +10
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heart_rate_bpm
74
systolic_bp_mmHg
118
diastolic_bp_mmHg
76

Devices & wearables

Digital Health Wearable Activity Logs

Physical activity metrics, sleep stages, heart rate, biometrics, and mood

This dataset provides detailed daily logs of simulated wearable device users, including physical activity metrics, sleep stages, heart rate, biometrics, and mood. It enables robust analysis of wellness trends, behavioral patterns, and health outcomes, making it ideal for research, product development, and personalized health analytics.

21 cols

  • active_minutes
  • steps
  • distance_km
  • calories_burned
  • +17
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active_minutes
102
steps
13221
distance_km
10.9

PharmacyTop 10 most opened

Pharmacy Inventory Sales Forecast

Batch-level expiration and restock information, store locations

This dataset provides detailed historical sales and inventory records for top pharmacy products, including batch-level expiration and restock information, store locations, and transaction details. It enables precise inventory optimization, demand forecasting, and proactive management of product expirations across multiple pharmacy locations.

20 cols

  • product_name
  • category
  • manufacturer
  • batch_number
  • +16
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product_name
Ibuprofen 200mg
category
analgesic
manufacturer
HealWell Pharma

Patient care

Patient Readmission Risk Predictor

Patient demographics, diagnoses, procedures, length of stay

This dataset provides a comprehensive record of hospital admissions, including patient demographics, diagnoses, procedures, length of stay, and AI-generated readmission risk scores. It enables predictive modeling and targeted interventions to reduce hospital readmissions, improve patient outcomes, and optimize healthcare resource allocation.

24 cols

  • readmitted_within_30_days
  • readmission_reason_code
  • risk_score
  • readmission_date
  • +20
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readmitted_within_30_days
true
readmission_reason_code
J44.1
risk_score
0.88

Devices & wearables

Healthcare Medical Device Usage Logs

Device operations, patient interactions, operator actions

This dataset provides detailed, synthetic logs of medical device usage in healthcare environments, including device operations, patient interactions, operator actions, and downtime events. It enables comprehensive operational analytics, compliance auditing, and incident tracking, supporting both regulatory reporting and process improvement initiatives.

16 cols

  • device_type
  • device_serial_number
  • operation_type
  • operation_duration_seconds
  • +12
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device_type
MRI
device_serial_number
MRI2023001
operation_type
start

Patient care

Finance-Healthcare Cross-Domain Spending

Unified view of individual healthcare-related spending, linking medical

This dataset provides a unified view of individual healthcare-related spending, linking medical, pharmacy, insurance, and wellness expenses with financial transaction details. It enables comprehensive analysis of out-of-pocket costs, insurance coverage, and spending patterns for holistic wellness and financial planning. The flat, detailed structure supports integration with demographic data and advanced analytics for both healthcare and financial services.

19 cols

  • spend_amount
  • spend_category
  • healthcare_service_type
  • currency
  • +15
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spend_amount
89.99
spend_category
pharmacy
healthcare_service_type
prescription

Devices & wearables

Healthcare Device Calibration Logs

Device identifiers, calibration details, drift measurements

This dataset provides comprehensive logs of calibration events for medical devices, including device identifiers, calibration details, drift measurements, compliance outcomes, and scheduling information. It enables healthcare organizations to monitor device performance, ensure regulatory compliance, and optimize maintenance schedules for critical medical equipment.

16 cols

  • device_type
  • calibrated_by
  • calibration_type
  • calibration_date
  • +12
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device_type
Infusion Pump Model A
calibrated_by
A. Martin
calibration_type
routine

Patient care

Healthcare Provider Satisfaction Surveys

Aggregates healthcare provider responses to workplace satisfaction surveys

This dataset aggregates healthcare provider responses to workplace satisfaction surveys, capturing engagement, satisfaction, burnout risk, and key demographics across departments and roles. It enables in-depth HR analytics, provider retention modeling, and organizational benchmarking to improve workforce well-being and reduce turnover.

15 cols

  • provider_role
  • satisfaction_score
  • survey_date
  • department
  • +11
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provider_role
Nurse
satisfaction_score
4.6
department
Emergency

Hospital operations

Healthcare Appointment No-Show Patterns

Patient demographics, appointment logistics, provider information

This dataset provides detailed records of scheduled healthcare appointments, including patient demographics, appointment logistics, provider information, reminder history, and final outcomes such as no-shows or cancellations. It enables in-depth analysis of factors influencing appointment attendance and supports predictive modeling to reduce no-show rates and improve healthcare delivery.

36 cols

  • appointment_time
  • appointment_created_datetime
  • appointment_type
  • no_show_flag
  • +32
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appointment_type
check-up
no_show_flag
false
appointment_status
completed

Patient care

Healthcare Chatbot Intent Dataset

Healthcare chatbot conversations with annotated intent labels

This dataset provides detailed, synthetic healthcare chatbot conversations with annotated intent labels, message sequencing, and extracted entities. Designed for training and evaluating conversational AI, it supports intent classification, dialogue modeling, and entity recognition in healthcare virtual assistants. The dataset enables robust analysis of user-bot interactions for improved patient engagement and automation.

11 cols

  • intent_label
  • message_order
  • sender_type
  • message_text
  • +7
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intent_label
book_appointment
message_order
1
sender_type
user

Claims & billing

Finance-Healthcare Payment Denial Records

Healthcare insurance payment denials, integrating financial, clinical

This dataset provides a comprehensive view of healthcare insurance payment denials, integrating financial, clinical, and administrative details for each denial event. It enables in-depth analysis of denial causes, patterns, and outcomes, supporting process optimization, revenue cycle management, and predictive denial analytics for healthcare providers and insurers.

26 cols

  • denial_reason_code
  • denial_date
  • claim_amount
  • denied_amount
  • +22
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denial_reason_code
CO-16
claim_amount
342.75
denied_amount
342.75

Hospital operations

Healthcare Provider Scheduling Conflicts

Built-in scheduling conflicts and overtime indicators

This dataset provides detailed records of healthcare provider shift schedules, including built-in scheduling conflicts and overtime indicators. It enables analysis and optimization of staff allocation, identification of resource bottlenecks, and improvement of hospital workforce management. The dataset is ideal for operational analytics, compliance monitoring, and predictive scheduling in healthcare environments.

20 cols

  • provider_name
  • provider_role
  • scheduled_hours
  • conflict_type
  • +16
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provider_name
Nurse Amanda Liu
provider_role
nurse
scheduled_hours
8

Claims & billing

Healthcare Billing Error Patterns

Detailed patient, provider, service, and audit information

This dataset contains synthetic healthcare billing claims with embedded errors and anomalies, including detailed patient, provider, service, and audit information. It is ideal for developing, testing, and benchmarking claims auditing processes and machine learning models for error detection and process automation in healthcare billing.

21 cols

  • error_flag
  • error_type
  • billing_date
  • procedure_code
  • +17
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error_flag
false
procedure_code
99213
diagnosis_code
J06.9

Real codes. Never real patients.

Code systems found in the sample rows of all 222 healthcare datasets.

Code systemDatasets using it, of 222
  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 222
  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

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