Healthcare
19 columns
85 rows
8 formats

Medication Side Effect Reports

This dataset contains detailed, patient-reported side effect events linked to prescribed medications, including patient demographics, medication details, side effect characteristics, and outcomes. It is designed for pharmacovigilance, drug safety monitoring, and adverse event analysis, supporting healthcare providers and researchers in identifying medication risks and trends.

last updated 12 Jul 2025
by GoMask

The brief that made it

Drug safety monitoring and regulatory reporting

Sample rows

preview · 8 of 85 rows · all 19 columns

report_idstring	outcomestring	side_effect_duration_daysinteger	medical_historystring	patient_idstring	patient_ageinteger	patient_genderstring	report_datedate	medication_idstring	medication_namestring	medication_dosagestring	medication_routestring	side_effect_codestring	side_effect_descriptionstring	side_effect_severitystring	side_effect_onset_datedate	concomitant_medicationsstring	reporter_typestring	countrystring
RPT0001	recovered	3	hypertension, diabetes	PAT1001	48	female	2023-11-28	MED-034	Atorvastatin	20mg	oral	10013993	Muscle pain	mild	2023-11-25	Metformin	patient	Canada
RPT0002	recovered	2	type 2 diabetes	PAT1002	62	male	2023-12-15	MED-008	Metformin	500mg	oral	10028813	Nausea	moderate	2023-12-14	Lisinopril	patient	United States
RPT0003	recovering	5	depression	PAT1003	34	female	2024-01-09	MED-010	Sertraline	50mg	oral	10018332	Sleep disturbance	mild	2024-01-07	blank	patient	United Kingdom
RPT0004	recovering	7	atrial fibrillation	PAT1004	73	male	2023-10-11	MED-024	Warfarin	2mg	oral	10015261	Bruising	moderate	2023-10-09	blank	healthcare professional	Australia
RPT0005	recovered	1	asthma	PAT1005	27	other	2023-08-18	MED-018	Albuterol	2 puffs	inhalation	10020611	Tremor	mild	2023-08-18	blank	patient	United States
RPT0006	recovered	2	blank	PAT1006	41	female	2024-02-04	MED-014	Amoxicillin	500mg	oral	10019211	Rash	moderate	2024-02-03	blank	patient	Ireland
RPT0007	recovered	1	GERD	PAT1007	54	male	2024-01-21	MED-006	Omeprazole	20mg	oral	10015033	Headache	mild	2024-01-20	Metformin	patient	United States
RPT0008	recovered	2	hypothyroidism	PAT1008	30	female	2023-09-10	MED-012	Levothyroxine	75mcg	oral	10012865	Dizziness	mild	2023-09-09	blank	patient	Canada
RPT0009	not recovered	10	hypertension	PAT1009	66	male	2023-12-31	MED-002	Amlodipine	5mg	oral	10018395	Swelling of ankles	moderate	2023-12-29	Simvastatin	patient	United States
RPT0010	not recovered	7	acne	PAT1010	21	female	2023-07-25	MED-021	Isotretinoin	10mg	oral	10036917	Dry lips	mild	2023-07-23	blank	patient	United Kingdom
RPT0011	recovered	2	blank	PAT1011	36	male	2023-11-17	MED-007	Simvastatin	40mg	oral	10018123	Stomach pain	mild	2023-11-17	blank	patient	United States
RPT0012	recovered	3	type 2 diabetes	PAT1002	62	male	2023-12-19	MED-008	Metformin	500mg	oral	10020772	Diarrhea	moderate	2023-12-18	blank	patient	United States
RPT0013	recovering	6	blank	PAT1012	53	unknown	2023-11-02	MED-022	Enoxaparin	40mg	subcutaneous	10019211	Bruising at injection site	mild	2023-11-01	blank	healthcare professional	Germany
RPT0014	recovered	1	blank	PAT1013	39	female	2023-09-23	MED-017	Ibuprofen	400mg	oral	blank	Upset stomach	mild	2023-09-22	blank	patient	France
RPT0015	not recovered	4	hypertension	PAT1014	45	male	2024-01-15	MED-016	Lisinopril	10mg	oral	10047275	Dry cough	moderate	2024-01-13	Metformin	patient	United States
RPT0016	recovered	2	rheumatoid arthritis	PAT1015	50	female	2023-10-04	MED-020	Prednisone	5mg	oral	blank	Insomnia	moderate	2023-10-03	blank	patient	United States
RPT0017	recovered	1	type 2 diabetes	PAT1016	59	male	2023-10-26	MED-023	Insulin glargine	20 units	subcutaneous	10034673	Hypoglycemia	severe	2023-10-25	Metformin	patient	United States
RPT0018	recovered	3	thyroid disorder	PAT1017	61	female	2023-12-07	MED-011	Levothyroxine	100mcg	oral	10012865	Palpitations	moderate	2023-12-06	blank	patient	United States
RPT0019	recovered	2	anxiety	PAT1018	28	male	2024-01-12	MED-009	Sertraline	100mg	oral	10013993	Nausea	moderate	2024-01-12	blank	patient	Canada
RPT0020	recovered	2	hypertension	PAT1019	57	female	2023-11-13	MED-001	Amlodipine	10mg	oral	blank	Swelling of feet	mild	2023-11-12	blank	patient	Australia

What the 85 rows show

from the 85-row sample

Not recovered outcome stands out: mean side_effect_duration_days is 6.1, against 2.4 for the rest.

2median side_effect_duration_days
3medication routes
3side effect severities
4patient genders
4reporter types
47median patient_age

Mean side_effect_duration_days by outcome85 rows

side_effect_duration_days85 rows, in bands of 2

Median 2, from 0 to 11.

medical_history72 rows with a value · 13 left blank

hypertension10
type 2 diabetes6
asthma6
atrial fibrillation5
depression4
acne4
GERD3
hypertension, diabetes2
hypothyroidism2
rheumatoid arthritis2

19 columns by typefrom the column list below

string 15
integer 2
date 2

Columns

19 columns in three groups

blueprint · 19 columns
column	type	description	example
Text 15 columns
`report_id`	string	Unique identifier for each side effect report.unique	RPT0001
`patient_id`	string	Unique identifier for the patient submitting the report (de-identified).	PAT1001
`patient_gender`	string	Gender of the patient.male · female · other · unknown	female
`medication_id`	string	Unique identifier for the prescribed medication.	MED-034
`medication_name`	string	Brand or generic name of the medication.	Atorvastatin
`medication_dosage`	string	Dosage of the medication as prescribed (e.g., '10mg', '1 tablet').optional	20mg
`medication_route`	string	Route of administration (e.g., oral, intravenous, topical).7 values · optional	oral
`side_effect_code`	string	Standardized code for the reported side effect (e.g., MedDRA code).optional	10013993
`side_effect_description`	string	Description of the side effect experienced by the patient.	Muscle pain
`side_effect_severity`	string	Severity of the side effect as reported by the patient.mild · moderate · severe · life-threatening · unknown · optional	mild
`outcome`	string	Outcome of the side effect (e.g., recovered, ongoing, fatal, unknown).recovered · recovering · not recovered · fatal · unknown · optional	recovered
`concomitant_medications`	string	Comma-separated list of other medications the patient was taking at the time.12 medicationses · optional	Metformin
`medical_history`	string	Relevant medical history or comorbidities reported by the patient.optional	hypertension, diabetes
`reporter_type`	string	Type of reporter (e.g., patient, caregiver, healthcare professional).patient · caregiver · healthcare professional · other	patient
`country`	string	Country where the report was submitted.optional	Canada
Numbers 2 columns
`patient_age`	integer	Age of the patient at the time of the report.0 to 120	48
`side_effect_duration_days`	integer	Number of days the side effect lasted (if resolved).0 or more · optional	3
Dates and times 2 columns
`report_date`	date	Date the side effect was reported.	2023-11-28
`side_effect_onset_date`	date	Date when the side effect began.optional	2023-11-25

Use it for

A healthcare dashboard
Side_effect_duration_days by outcome and a breakdown of medical_history. Excel, Power BI or Tableau.
Why do the 15 not recovered rows have a mean side_effect_duration_days of 6.1?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Reports85
RPT00013recovered
RPT00022recovered
RPT00035recoveri…
A software demo
Believable reports with patient_id, patient_age and patient_gender to fill a screen in front of a buyer.

This dataset85 rows19 columns

Yours1,000 rows19 columnscountry: UK only

blueprint · medication-side-effect-reports

Behind this dataset

Same schema. As many rows as you need.

These 85 rows came out of a blueprint — 19 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 each side effect per patient
Record medication and dosage
Flag severe side effects
Link side effects to prescription date
Report incidents to safety committee

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: medication-side-effect-reports

What should your data show?

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Sample rows

What the 85 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?