Pharmaceutical Adverse Event Dataset
This dataset provides detailed, structured records of patient-reported and clinician-documented adverse drug events, including drug exposure, event characteristics, patient demographics, and clinical outcomes. It is designed to support pharmacovigilance, drug safety monitoring, and regulatory reporting, enabling robust analysis of drug risks and patient safety signals.
Sample rows
preview · 8 of 200 rows · all 26 columns| event_idstring | drug_routestring | ageinteger | hospitalization_requiredboolean | severitystring | patient_idstring | reporter_typestring | reporter_idstring | event_datedate | report_datedate | drug_namestring | drug_generic_namestring | drug_dosestring | drug_start_datedate | drug_end_datedate | adverse_event_termstring | outcomestring | action_takenstring | seriousboolean | concomitant_drugsstring | medical_historystring | sexstring | countrystring | citystring | source_systemstring | adverse_event_descriptionstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EVT0001 | oral | 68 | false | moderate | PAT001 | clinician | CLN101 | 2023-05-11 | 2023-05-12 | Lipitor | atorvastatin | 20mg | 2022-12-01 | blank | muscle pain | recovering | dose reduced | false | aspirin | hypertension, diabetes | male | USA | Chicago | EMR12345 | Patient reported persistent muscle pain in lower limbs after starting Lipitor. |
| EVT0002 | oral | 23 | false | mild | PAT002 | patient | blank | 2023-04-03 | 2023-04-03 | Amoxil | amoxicillin | 500mg | 2023-04-01 | 2023-04-05 | rash | recovered | discontinued | false | blank | allergy | female | UK | London | PatientPortal202 | Patient noticed red rash on hands and neck two days after starting Amoxil. |
| EVT0003 | inhalation | 16 | false | mild | PAT003 | pharmacist | PHM201 | 2023-02-14 | 2023-02-15 | Advair Diskus | fluticasone/salmeterol | 1 puff | 2023-01-20 | blank | throat irritation | recovering | no change | false | blank | asthma | female | Canada | Toronto | PharmacyChain01 | Patient reported mild throat irritation after Advair Diskus use. |
| EVT0004 | oral | 77 | true | severe | PAT004 | clinician | CLN102 | 2023-06-10 | 2023-06-11 | Coumadin | warfarin | 5mg | 2023-05-18 | blank | nosebleed | recovering | dose reduced | true | aspirin, metformin | atrial fibrillation, diabetes | male | USA | Houston | SeniorCarePlatform | Patient experienced spontaneous nosebleed after 3 weeks of Coumadin. |
| EVT0005 | oral | 34 | false | mild | PAT005 | patient | blank | 2023-03-01 | 2023-03-02 | Zyrtec | cetirizine | 10mg | 2023-02-28 | blank | drowsiness | recovered | no change | false | blank | blank | male | Brazil | Rio de Janeiro | MobileHealthLog21 | Patient reported excessive drowsiness after taking Zyrtec. |
| EVT0006 | oral | 69 | false | moderate | PAT006 | clinician | CLN103 | 2023-07-13 | 2023-07-14 | Plavix | clopidogrel | 75mg | 2023-06-30 | blank | easy bruising | not recovered | no change | false | aspirin | hypertension | female | Germany | Berlin | CardioCareDB | Patient developed easy bruising on arms during Plavix therapy. |
| EVT0007 | subcutaneous | 44 | false | moderate | PAT007 | other | OTH301 | 2023-01-09 | 2023-01-10 | Humira | adalimumab | 40mg | 2022-12-20 | blank | injection site reaction | recovering | no change | false | blank | rheumatoid arthritis | female | France | Paris | ImmunologyRegister | Patient experienced pain and swelling at injection site after Humira administration. |
| EVT0008 | intravenous | 72 | true | life-threatening | PAT008 | clinician | CLN104 | 2023-08-20 | 2023-08-22 | Morphine | morphine sulfate | 5mg | 2023-08-20 | 2023-08-21 | respiratory depression | recovered | discontinued | true | paracetamol | COPD, hypertension | male | USA | Los Angeles | EmergencyDeptLA | Patient developed respiratory depression after IV morphine in emergency department. |
| EVT0009 | oral | 56 | false | moderate | PAT009 | patient | blank | 2023-02-07 | 2023-02-09 | Metformin | metformin | 500mg | 2022-11-15 | blank | diarrhea | not recovered | no change | false | lisinopril | diabetes, hypertension | female | India | Mumbai | PatientSelfReportIND | Patient reported frequent loose stools after starting Metformin. |
| EVT0010 | inhalation | 17 | false | moderate | PAT010 | pharmacist | PHM202 | 2023-05-23 | 2023-05-24 | Ventolin | albuterol | 2 puffs | 2023-05-22 | blank | palpitations | recovering | dose reduced | false | blank | asthma | male | Australia | Sydney | PharmacyBranchSYD | Patient developed palpitations after increased Ventolin use. |
| EVT0011 | oral | 29 | false | mild | PAT011 | patient | blank | 2023-09-13 | 2023-09-14 | Ibuprofen | ibuprofen | 400mg | 2023-09-12 | blank | stomach pain | recovered | no change | false | blank | blank | female | Spain | Madrid | MobileHealthLog22 | Patient developed stomach pain after taking Ibuprofen for headache. |
| EVT0012 | oral | 81 | true | severe | PAT012 | clinician | CLN105 | 2023-06-21 | 2023-06-22 | Xarelto | rivaroxaban | 15mg | 2023-06-01 | 2023-06-21 | gastrointestinal bleeding | recovering | discontinued | true | aspirin | atrial fibrillation | male | USA | New York | HISNYC | Patient presented to hospital with GI bleeding after Xarelto therapy. |
| EVT0013 | intravenous | 36 | true | life-threatening | PAT013 | other | OTH302 | 2023-07-12 | 2023-07-14 | Remicade | infliximab | 100mg | 2023-06-15 | 2023-07-12 | anaphylaxis | recovering | discontinued | true | blank | Crohn's disease | female | Italy | Rome | ImmunologyRegister23 | Patient experienced sudden anaphylaxis during Remicade infusion, requiring ICU admission. |
| EVT0014 | subcutaneous | 52 | false | severe | PAT014 | clinician | CLN106 | 2023-02-25 | 2023-02-27 | Enbrel | etanercept | 50mg | 2023-02-01 | blank | headache | not recovered | no change | true | naproxen | rheumatoid arthritis | male | UK | Manchester | EMR34567 | Patient developed severe headache after Enbrel injection. |
| EVT0015 | oral | 19 | false | mild | PAT015 | patient | blank | 2023-04-08 | 2023-04-09 | Tamiflu | oseltamivir | 75mg | 2023-04-07 | 2023-04-08 | nausea | recovered | discontinued | false | blank | blank | female | Japan | Tokyo | PatientPortalJP | Patient reported feeling nauseous after Tamiflu dosing. |
| EVT0016 | oral | 62 | false | moderate | PAT016 | clinician | CLN107 | 2023-05-10 | 2023-05-11 | Januvia | sitagliptin | 100mg | 2023-04-20 | blank | joint pain | recovering | dose reduced | false | metformin | diabetes | male | USA | Dallas | EMR67890 | Patient developed moderate joint pain after starting Januvia. |
| EVT0017 | subcutaneous | 48 | false | severe | PAT017 | other | OTH303 | 2023-03-16 | 2023-03-17 | Neulasta | pegfilgrastim | 6mg | 2023-03-01 | 2023-03-16 | bone pain | recovering | discontinued | true | cyclophosphamide | breast cancer | female | Russia | Moscow | OncologySystemRU | Patient experienced severe bone pain after Neulasta injection during chemotherapy. |
| EVT0018 | oral | 15 | false | mild | PAT018 | patient | blank | 2023-07-26 | 2023-07-27 | Singulair | montelukast | 10mg | 2023-07-20 | blank | nightmares | not recovered | no change | false | blank | asthma | male | South Africa | Cape Town | PatientSelfReportSA | Patient reported vivid nightmares while using Singulair for asthma. |
| EVT0019 | oral | 32 | false | moderate | PAT019 | pharmacist | PHM203 | 2023-09-02 | 2023-09-03 | Synthroid | levothyroxine | 75mcg | 2023-08-28 | blank | hair loss | recovering | dose reduced | false | blank | hypothyroidism | female | USA | San Francisco | PharmacyChainCA | Patient reported increased hair loss after adjusting Synthroid dose. |
| EVT0020 | oral | 63 | false | moderate | PAT020 | clinician | CLN108 | 2023-10-31 | 2023-11-01 | Cymbalta | duloxetine | 60mg | 2023-10-01 | blank | dizziness | not recovered | no change | false | lisinopril | hypertension, depression | female | USA | Seattle | EMRSeattl1 | Patient complained of persistent dizziness after increasing Cymbalta dosage. |
What the 200 rows show
from the 200-row sampleIntravenous (drug route) stands out: 32 of its 37 rows have hospitalization_
- 20%hospitalization_
required = true - 52median age
- 2sexes
- 3action takens
- 4reporter types
- 4outcomes
Median 52, from 13 to 83.
- string 19
- integer 1
- date 4
- boolean 2
Columns
26 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 19 columns | |||
event_id | string | Unique identifier for each adverse event recordunique | EVT0001 |
patient_id | string | Unique identifier for the patient reporting or experiencing the adverse event | PAT001 |
reporter_type | string | Type of reporter (e.g., patient, clinician, pharmacist)patient · clinician · pharmacist · other | clinician |
reporter_id | string | Unique identifier for the individual reporting the adverse eventoptional | CLN101 |
drug_name | string | Name of the drug suspected to be associated with the adverse event | Lipitor |
drug_generic_name | string | Generic name of the drugoptional | atorvastatin |
drug_dose | string | Dosage of the drug administered (e.g., 500mg, 1 tablet)optional | 20mg |
drug_route | string | Route of drug administration (e.g., oral, intravenous)6 values · optional | oral |
adverse_event_term | string | Standardized term describing the adverse event (e.g., headache, rash) | muscle pain |
adverse_event_description | string | Detailed description of the adverse event as reportedoptional | Patient reported persiste… |
severity | string | Severity of the adverse event6 values · optional | moderate |
outcome | string | Outcome of the adverse eventrecovered · recovering · not recovered · fatal · unknown · optional | recovering |
action_taken | string | Action taken regarding the drug after the adverse event (e.g., discontinued, dose reduced, no change)discontinued · dose reduced · no change · unknown · optional | dose reduced |
concomitant_drugs | string | Comma-separated list of other drugs taken concurrentlyoptional | aspirin |
medical_history | string | Comma-separated list of relevant patient medical history termsoptional | hypertension, diabetes |
sex | string | Sex of the patientmale · female · other · unknown · optional | male |
country | string | Country where the adverse event occurredoptional | USA |
city | string | City where the adverse event occurredoptional | Chicago |
source_system | string | Source system or registry from which the record was obtainedoptional | EMR12345 |
| Numbers 1 column | |||
age | integer | Age of the patient at the time of the adverse event0 to 120 · optional | 68 |
| Dates and times 4 columns | |||
event_date | date | Date when the adverse event occurred | 2023-05-11 |
report_date | date | Date when the adverse event was reported | 2023-05-12 |
drug_start_date | date | Date when the drug treatment startedoptional | 2022-12-01 |
drug_end_date | date | Date when the drug treatment endedoptional | 2023-04-05 |
| True or false 2 columns | |||
serious | boolean | Indicates if the adverse event is considered serious (per regulatory criteria)optional | false |
hospitalization_required | boolean | Indicates if the adverse event required hospitalizationoptional | false |
Use it for
A healthcare dashboard
The hospitalization_
required rate, age by drug_ route and a breakdown of severity. Excel, Power BI or Tableau. Why do 40 of 200 rows have hospitalization_
required = true? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Events200EVT000168oralEVT000477oralEVT000872intraven…
A software demo
Believable events with patient_
id, reporter_ type and reporter_ id to fill a screen in front of a buyer.
blueprint · pharmaceutical-adverse-event-dataset
Behind this dataset
Same schema. As many rows as you need.
These 200 rows came out of a blueprint — 26 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
- Drug name and dosage tracked
- Event severity categorized
- Reporting source flagged
- Time to onset recorded
1 credit per row. Preview 20 rows free. Buy rows for the full run.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- pharmaceutical-adverse-event-dataset