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.

Showing all 24 on this page

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

Patient care

Healthcare Readmission Risk Factors

Demographics, clinical diagnoses, procedures, risk factors

This dataset provides detailed records of patient hospital episodes, including demographics, clinical diagnoses, procedures, risk factors, and readmission outcomes. Designed to support clinical decision support, resource allocation, and value-based care analytics, it enables robust analysis of factors influencing hospital readmissions and patient outcomes.

22 cols

readmitted
readmission_type
readmission_date
age
+18

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readmitted: false
age: 81
sex: female

Real codes. Never real patients.

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

Code systemDatasets using it, of 221

ICD-10diagnoses41I10 · E11.9 · J45.909
CPTprocedures2699213 · CPT99214 · 99233
NPIUS providers51865478910 · 4871920382 · 3042157890
LOINClab tests32345-7 · 718-7
CARCdenial reasons3CO16 · CO-16
NDCdrug products312345-6789-01 · 00093051230
DRGinpatient groups2291
HCCrisk adjustment2HCC18 · HCC19
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

patient_id159
provider_id54
department26
diagnosis_code24
medication_name21

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

Your sentence

Over-75s readmitted 2×
Real ICD-10 codes
3% missing dates

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30-day readmission rate by age

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.
age	primary_dx	discharge_date	readmit_30d
81	I50.9	2024-03-14	yes
52	E11.9	2024-03-14	no
77	J44.1	—	yes
64	N18.3	2024-03-15	no

A pattern you asked for Everything else

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