Healthcare
18 columns
200 rows
8 formats

Pharmaceutical Adverse Event Reports

This dataset provides structured adverse event reports linked to pharmaceutical products and patient outcomes, enabling robust drug safety analysis and regulatory monitoring. It captures detailed patient demographics, drug administration details, event severity, and outcomes, making it ideal for pharmacovigilance, risk assessment, and clinical research.

last updated 20 Aug 2025
by GoMask

The brief that made it

Drug safety signal detection and risk assessment

Sample rows

preview · 8 of 200 rows · all 18 columns

report_idstring	outcomestring	patient_ageinteger	concomitant_drugsstring	report_datedate	patient_idstring	patient_genderstring	drug_idstring	drug_namestring	drug_dosagestring	drug_routestring	adverse_event_termstring	adverse_event_severitystring	adverse_event_onset_datedate	reporter_typestring	reporter_countrystring	medical_historystring	event_descriptionstring
REP-0001	recovered	29	blank	2024-03-15	PAT-1001	female	DRG-2001	Amoxicillin	500mg	oral	nausea	mild	2024-03-14	patient	United Kingdom	No significant history	Patient experienced mild nausea shortly after taking the first dose of Amoxicillin. Symptoms resolved without intervention.
REP-0002	recovering	72	Metformin, Aspirin	2024-03-18	PAT-1002	male	DRG-2002	Furosemide	40mg	intravenous	hypotension	severe	2024-03-17	physician	United States	Chronic heart failure, hypertension	Patient developed severe hypotension after intravenous administration of Furosemide. The event required medical intervention and patient is currently recovering.
REP-0003	recovered	3	blank	2024-04-01	PAT-1003	female	DRG-2003	Paracetamol	120mg	oral	rash	moderate	2024-03-31	physician	India	Newborn, no prior history	A moderate cutaneous rash developed in the child following oral administration of Paracetamol. Symptoms improved after discontinuation of the drug.
REP-0004	recovered	44	blank	2024-03-10	PAT-1004	male	DRG-2004	Metformin	500mg	oral	diarrhea	mild	2024-03-09	patient	France	Type 2 diabetes	Patient reported mild diarrhea after beginning Metformin therapy. No intervention was required and symptoms resolved naturally.
REP-0005	not recovered	81	Amlodipine	2024-03-20	PAT-1005	female	DRG-2005	Warfarin	2mg	oral	bleeding	severe	2024-03-18	physician	Germany	Atrial fibrillation, hypertension	Severe gastrointestinal bleeding developed two days after starting Warfarin. Patient remains hospitalized for further management.
REP-0006	recovered	22	blank	2024-02-26	PAT-1006	female	DRG-2006	Ibuprofen	400mg	oral	headache	mild	2024-02-26	patient	Canada	No prior history	Mild headache was noted after taking Ibuprofen for menstrual pain. The symptom resolved spontaneously.
REP-0007	recovered	7	blank	2024-03-29	PAT-1007	male	DRG-2007	Cefalexin	250mg	oral	vomiting	moderate	2024-03-28	physician	Japan	Asthma	Child experienced moderate vomiting after receiving Cefalexin. The event resolved after cessation of the drug.
REP-0008	recovering	56	Metformin	2024-04-03	PAT-1008	female	DRG-2008	Lisinopril	blank	oral	dizziness	moderate	2024-04-02	pharmacist	Mexico	Hypertension, diabetes	Patient experienced moderate dizziness after starting Lisinopril. The symptoms are gradually improving with dose adjustment.
REP-0009	not recovered	67	Atorvastatin, Clopidogrel	2024-03-25	PAT-1009	male	DRG-2009	Aspirin	75mg	oral	gastric ulcer	severe	2024-03-24	physician	Italy	Coronary artery disease, hypertension	Severe gastric ulcer developed after prolonged use of Aspirin. Patient has not yet recovered and further treatment is planned.
REP-0010	recovered	18	blank	2024-03-12	PAT-1010	female	DRG-2010	Levothyroxine	100mcg	oral	palpitations	moderate	2024-03-11	patient	France	Hypothyroidism	Patient reported moderate palpitations after increasing Levothyroxine dose. Symptoms resolved after returning to previous dose.
REP-0011	recovering	84	Metformin	2024-03-05	PAT-1011	female	DRG-2011	Insulin glargine	20 units	subcutaneous	hypoglycemia	severe	2024-03-05	physician	United States	Type 2 diabetes, hypertension	Severe hypoglycemia occurred after subcutaneous injection of Insulin glargine. Patient is currently recovering under medical supervision.
REP-0012	recovered	5	blank	2024-02-18	PAT-1012	unknown	DRG-2012	Vitamin K	2mg	intramuscular	injection site pain	mild	2024-02-18	physician	Turkey	No prior history	Child developed mild pain at the injection site after intramuscular administration of Vitamin K. No additional treatment was needed.
REP-0013	recovering	53	Amlodipine	2024-03-02	PAT-1013	male	DRG-2013	Simvastatin	20mg	oral	muscle pain	moderate	2024-03-01	pharmacist	Poland	Hyperlipidemia, hypertension	Moderate muscle pain was reported by the patient after starting Simvastatin. Symptoms are gradually improving after dose adjustment.
REP-0014	recovered	38	blank	2024-04-05	PAT-1014	female	DRG-2014	Sertraline	50mg	oral	insomnia	mild	2024-04-04	patient	Australia	Depression	Patient developed mild insomnia after starting Sertraline. Symptoms resolved after a week without further intervention.
REP-0015	recovering	63	Diazepam	2024-03-21	PAT-1015	male	DRG-2015	Morphine	10mg	intravenous	respiratory depression	severe	2024-03-20	physician	Argentina	Chronic pain, COPD	Patient developed severe respiratory depression after intravenous Morphine. Intensive care admission was required and patient is recovering.
REP-0016	recovering	60	Metformin	2024-02-22	PAT-1016	female	DRG-2016	Amlodipine	blank	oral	edema	moderate	2024-02-21	pharmacist	Russia	Hypertension, diabetes	Moderate peripheral edema developed after starting Amlodipine. Symptoms are gradually improving after dose reduction.
REP-0017	recovered	24	blank	2024-03-27	PAT-1017	other	DRG-2017	Diclofenac	50mg	topical	skin irritation	mild	2024-03-26	other	Spain	No prior history	Mild skin irritation was reported after applying topical Diclofenac. The reaction disappeared within 24 hours.
REP-0018	recovered	47	blank	2024-04-08	PAT-1018	female	DRG-2018	Omeprazole	20mg	oral	constipation	moderate	2024-04-07	patient	Brazil	Gastric reflux	Patient experienced moderate constipation after beginning Omeprazole. Symptoms resolved with increased fluid intake.
REP-0019	recovered	4	blank	2024-03-15	PAT-1019	male	DRG-2019	Amoxicillin	250mg	oral	diarrhea	mild	2024-03-15	physician	India	No prior history	Child developed mild diarrhea shortly after starting Amoxicillin. No intervention was required and symptoms resolved.
REP-0020	recovering	41	Metformin	2024-02-28	PAT-1020	female	DRG-2020	Gabapentin	300mg	oral	drowsiness	moderate	2024-02-27	pharmacist	UAE	Type 2 diabetes	Moderate drowsiness was reported after starting Gabapentin. Symptoms are gradually improving with dose reduction.

What the 200 rows show

from the 200-row sample

Recovered outcome stands out: mean patient_age is 26.5, against 60.9 for the rest.

47.5median patient_age
4patient genders
4reporter types
5drug routes
5adverse event severities
44drug dosages

Mean patient_age by outcome200 rows

patient_age200 rows, in bands of 10

Median 47.5, from 0 to 91.

concomitant_drugs85 rows with a value · 115 left blank

Metformin18
Aspirin11
Amlodipine9
Metformin, Aspirin8
Ramipril3
Atorvastatin, Clopidogrel2
Diazepam2
Aspirin, Metoprolol2
Aspirin, Furosemide2
Glimepiride2

18 columns by typefrom the column list below

string 15
integer 1
date 2

Columns

18 columns in three groups

blueprint · 18 columns
column	type	description	example
Text 15 columns
`report_id`	string	Unique identifier for the adverse event reportunique	REP-0001
`patient_id`	string	Unique identifier for the patient involved in the adverse event	PAT-1001
`patient_gender`	string	Gender of the patientmale · female · other · unknown	female
`drug_id`	string	Unique identifier for the pharmaceutical product	DRG-2001
`drug_name`	string	Commercial or generic name of the drug	Amoxicillin
`drug_dosage`	string	Dosage of the drug administered (e.g., '500mg', '2 tablets')optional	500mg
`drug_route`	string	Route of administration for the drug (e.g., oral, intravenous)6 values · optional	oral
`adverse_event_term`	string	Standardized term describing the adverse event (e.g., 'nausea', 'rash')	nausea
`adverse_event_severity`	string	Severity of the adverse eventmild · moderate · severe · fatal · unknown	mild
`outcome`	string	Patient outcome after the adverse eventrecovered · recovering · not recovered · fatal · unknown	recovered
`reporter_type`	string	Type of person reporting the event (e.g., physician, pharmacist, patient)physician · pharmacist · patient · other · optional	patient
`reporter_country`	string	Country where the report was submittedoptional	United Kingdom
`concomitant_drugs`	string	Comma-separated list of other drugs the patient was taking at the timeoptional	Metformin, Aspirin
`medical_history`	string	Relevant medical history of the patientoptional	No significant history
`event_description`	string	Detailed narrative description of the adverse eventoptional	Patient experienced mild …
Numbers 1 column
`patient_age`	integer	Age of the patient at the time of the adverse event0 to 120	29
Dates and times 2 columns
`report_date`	date	Date when the adverse event was reported	2024-03-15
`adverse_event_onset_date`	date	Date when the adverse event beganoptional	2024-03-14

Use it for

A healthcare dashboard
Patient_age by outcome and a breakdown of concomitant_drugs. Excel, Power BI or Tableau.
Why do the 89 recovered rows have a mean patient_age of 26.5?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Reports200
REP-000129recovered
REP-000272recoveri…
REP-00033recovered
A software demo
Believable reports with report_date, patient_id and patient_age to fill a screen in front of a buyer.

This dataset200 rows18 columns

Yours1,000 rows18 columnsreporter_country: UK only

blueprint · pharmaceutical-adverse-event-reports

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 18 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.

Rules it was built with

Log event type and severity
Include drug name and dosage
Record patient demographics
Flag serious adverse reactions
Aggregate by product type

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

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-reports

What should your data show?

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Sample rows

What the 200 rows show

Columns

Use it for

A healthcare dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Healthcare

What should your data show?