Healthcare
28 columns
216 rows
8 formats

Patient Chronic Illness Progression

This dataset provides detailed, longitudinal records of patients with chronic illnesses, capturing demographic information, diagnoses, visit-level observations, treatments, laboratory results, and outcomes. Designed for healthcare research and predictive analytics, it enables tracking of disease progression, treatment efficacy, and patient outcomes over time.

last updated 21 Jul 2025
by GoMask

The brief that made it

Predictive modeling of chronic disease progression and patient outcomes

Sample rows

preview · 8 of 216 rows · all 28 columns

patient_idstring	outcome_statusstring	symptom_severity_scorefloat	hospitalizationboolean	race_ethnicitystring	first_namestring	last_namestring	date_of_birthdate	sexstring	diagnosis_codestring	diagnosis_datedate	visit_idstring	visit_datedate	provider_idstring	provider_specialtystring	medication_namestring	medication_dosagestring	lab_test_namestring	lab_test_resultfloat	lab_test_unitstring	hospitalization_reasonstring	address_streetstring	address_citystring	address_statestring	address_postal_codestring	address_countrystring	diagnosis_descriptionstring	clinical_notesstring
P0001	worsened	8.3	true	Hispanic/Latino	Carlos	Mendez	1955-02-11	male	I50.9	2016-03-21	V0001A	2023-04-15	D1023	Cardiology	Furosemide	40mg once daily	BNP	520	pg/mL	Acute decompensated heart failure episode	32 Calle de la Paz	Madrid	Madrid	28013	Spain	Heart failure, unspecified type, chronic	Patient reports increased shortness of breath and some swelling in his ankles. Symptoms have gradually worsened over the last month.
P0002	stable	6.7	false	South Asian	Ayesha	Chopra	1987-09-25	female	E11.9	2018-05-19	V0002A	2022-12-02	D2456	Endocrinology	Metformin	1000mg twice daily	HbA1c	7.2	%	blank	10 Shanti Gardens	Mumbai	Maharashtra	400001	India	Type 2 diabetes mellitus without complications	Blood glucose slightly elevated. Patient is adhering to prescribed medication and diet. Encouraged continued lifestyle changes.
P0003	stable	5	false	White	James	O'Connor	1973-06-30	male	J45.40	2009-10-12	V0003A	2023-01-23	D3098	Pulmonology	Fluticasone	110mcg twice daily	FEV1	2.8	L	blank	412 Maple Avenue	Boston	MA	02118	USA	Moderate persistent asthma without complication	Patient experienced mild wheezing and cough during the winter. Inhaler use has increased but no ER visits.
P0004	improved	4.1	false	Arab	Fatima	Al-Farsi	2008-11-14	female	E10.9	2017-08-30	V0004A	2022-09-03	D1120	Pediatric Endocrinology	Insulin glargine	12U at bedtime	HbA1c	6.8	%	blank	99 Al Sahil Road	Muscat	Muscat	113	Oman	Type 1 diabetes mellitus without complications	Glucose control is improving with recent insulin regimen adjustments. No recent hypoglycemic events.
P0005	improved	5.9	false	Vietnamese	Linda	Nguyen	1999-03-15	female	F32.1	2020-01-10	V0005A	2023-02-12	D2872	Psychiatry	Sertraline	50mg once daily	blank	blank	blank	blank	77 Le Loi Street	Ho Chi Minh City	Ho Chi Minh	700000	Vietnam	Major depressive disorder, moderate episode	The patient reports improved mood and energy. Sleep and appetite are normalizing. Continue current treatment.
P0006	worsened	7.8	false	West African	Musa	Diallo	1964-07-18	male	N18.4	2015-09-07	V0006A	2022-10-26	D1835	Nephrology	Lisinopril	20mg once daily	Creatinine	3.2	mg/dL	blank	12 Avenue de la Paix	Dakar	Dakar	10200	Senegal	Chronic kidney disease, stage 4	Renal function deteriorating. Discussed dialysis options and dietary restrictions.
P0007	worsened	9.1	true	Russian	Elena	Volkova	1951-01-05	female	G30.9	2017-11-18	V0007A	2023-03-20	D1201	Geriatrics	Donepezil	10mg once daily	blank	blank	blank	Progressive cognitive decline requiring observation	23 Prospekt Mira	Moscow	Moscow	101000	Russia	Alzheimer’s disease, unspecified	Patient shows further memory loss and needs assistance with daily activities. Family advised on care strategies.
P0008	stable	7.2	false	Middle Eastern	Zain	Khalil	1977-10-21	male	J44.9	2018-04-26	V0008A	2023-02-11	D1999	Pulmonology	Tiotropium	18mcg once daily	O2 Sat	95	%	blank	7 Al Hamra Street	Beirut	Beirut	2020	Lebanon	Chronic obstructive pulmonary disease, unspecified	Patient reports frequent cough and mild chest tightness. Oxygen saturation stable at rest.
P0009	improved	3.9	false	White	Megan	Smith	2005-06-02	female	F90.0	2012-05-10	V0009A	2022-10-18	D1552	Pediatric Psychiatry	Methylphenidate	20mg in the morning	blank	blank	blank	blank	226 River Road	Denver	CO	80205	USA	Attention-deficit hyperactivity disorder, predominantly inattentive type	Improved focus at school. No side effects noted from current medication.
P0010	stable	2.2	false	Black African	Tariq	Osei	2012-03-08	male	J45.20	2018-11-28	V0010A	2022-06-12	D1623	Pediatric Pulmonology	Salbutamol	2 puffs as needed	blank	blank	blank	blank	8 Independence Ave	Accra	Greater Accra	GA145	Ghana	Mild intermittent asthma without complication	Asthma well controlled with low dose inhaler. Parents educated on trigger avoidance.
P0011	improved	5.3	false	East Asian	Jin	Li	1992-12-15	male	E66.9	2021-03-21	V0011A	2023-01-30	blank	blank	blank	blank	blank	blank	blank	blank	18 Fuxing Rd	Shanghai	Shanghai	200030	China	Obesity, unspecified type	Patient is participating in a weight management program; small weight reduction noted.
P0012	worsened	8.7	true	White	Marie	Dubois	1966-04-27	female	C50.9	2022-02-13	V0012A	2023-03-17	D3002	Oncology	Doxorubicin	60mg/m2 IV every 3 weeks	WBC	2.3	10^9/L	Chemotherapy-induced neutropenia	14 Rue de Lyon	Paris	Île-de-France	75012	France	Malignant neoplasm of breast, unspecified	Patient is undergoing chemotherapy. Nausea and fatigue managed with adjunct therapy.
P0013	improved	4.6	false	White	Chloe	Williams	1982-08-02	female	F41.1	2019-09-07	V0013A	2023-02-14	D2387	Psychiatry	Escitalopram	10mg once daily	blank	blank	blank	blank	81 Park Lane	London	London	E20 1BD	UK	Generalized anxiety disorder	Patient feels less anxious and reports better sleep. Continues therapy and medication.
P0014	stable	7.6	false	Black	Samuel	Johnson	1947-05-11	male	I25.10	2011-07-24	V0014A	2023-03-09	D1023	Cardiology	Aspirin	81mg once daily	Troponin	0.01	ng/mL	blank	95 Walnut St	Chicago	IL	60612	USA	Atherosclerotic heart disease of native coronary artery without angina	Stable angina symptoms, managed with medications. No recent chest pain.
P0015	improved	5.5	false	Brazilian	Lucia	Costa	1960-10-19	female	E78.5	2015-06-01	V0015A	2023-01-16	D2761	Internal Medicine	Atorvastatin	20mg once daily	LDL	98	mg/dL	blank	88 Rua das Flores	Sao Paulo	SP	04212-080	Brazil	Hyperlipidemia, unspecified type	Cholesterol improved since last visit. Patient adheres to statin therapy and diet.
P0016	stable	6.1	false	Russian	Olga	Ivanova	1986-12-01	female	E03.9	2019-10-22	V0016A	2023-03-10	D1847	Endocrinology	Levothyroxine	75mcg once daily	TSH	5.1	mIU/L	blank	65 Lenina Prospekt	Saint Petersburg	Saint Petersburg	190000	Russia	Hypothyroidism, unspecified	Patient experiences mild fatigue but is otherwise stable. TSH slightly elevated.
P0017	deceased	9.8	true	Arab	Mohammed	Saeed	1940-04-03	male	C34.90	2022-07-25	V0017A	2023-03-18	D1997	Oncology	Morphine	10mg IV every 4h	pO2	60	mmHg	End-stage lung cancer with respiratory failure	10 King Fahd St	Riyadh	Riyadh	11411	Saudi Arabia	Malignant neoplasm of unspecified part of lung	Patient admitted for palliative care. Severe respiratory distress and fatigue.
P0018	improved	5.8	false	Hispanic/Latina	Sophia	Garcia	2000-08-27	female	F33.1	2021-02-12	V0018A	2022-12-28	D2872	Psychiatry	Fluoxetine	20mg once daily	blank	blank	blank	blank	320 S Park Ave	Phoenix	AZ	85004	USA	Major depressive disorder, recurrent moderate	Patient is responding well to therapy. Mood improved and no suicidal ideation.
P0019	stable	3.7	false	White	Lucas	Müller	2010-11-02	male	E10.9	2019-04-16	V0019A	2022-11-03	D1120	Pediatric Endocrinology	Insulin aspart	8U before meals	HbA1c	6.5	%	blank	13 Hauptstrasse	Berlin	Berlin	10115	Germany	Type 1 diabetes mellitus without complications	Blood sugar remains well controlled. Parents are comfortable with insulin regimen adjustments.
P0020	stable	6.5	false	Black	Ava	Brown	1971-05-13	female	I10	2016-10-18	V0020A	2023-02-01	D2761	Internal Medicine	Amlodipine	10mg once daily	BP	128	mmHg	blank	88 Cedar Lane	Toronto	ON	M4C 1B5	Canada	Essential (primary) hypertension	Blood pressure controlled with medication. Adherence to therapy noted. No dizziness or headaches.

What the 216 rows show

from the 216-row sample

Worsened (outcome status) stands out: 37 of its 48 rows have hospitalization = true, against 12 of 167 for the rest.

23%hospitalization = true
6.0median symptom_severity_score
3sexes
15lab test units
17provider specialties
31lab test names

Hospitalization rate by outcome_statushospitalization = true

Worsened (outcome status)'s mean symptom_severity_score is 8.4, against 6.2 for stable, 4.5 for improved and 9.4 for deceased.

symptom_severity_score215 rows, in bands of 1

Median 6.0, from 1.6 to 9.8.

race_ethnicity215 rows with a value · 1 left blank

White78
Arab21
Black17
Latino7
Vietnamese6
East Asian6
Hispanic6
Asian6
Latina6
South Asian5

28 columns by typefrom the column list below

string 22
float 2
date 3
boolean 1

Columns

28 columns in four groups

blueprint · 28 columns
column	type	description	example
Text 22 columns
`patient_id`	string	Unique identifier for each patient in the datasetunique	P0001
`first_name`	string	Patient's first name	Carlos
`last_name`	string	Patient's last name	Mendez
`sex`	string	Patient's biological sexmale · female · other · unknown	male
`race_ethnicity`	string	Patient's self-identified race or ethnicityoptional	Hispanic/Latino
`diagnosis_code`	string	Standardized code for the chronic illness (e.g., ICD-10)	I50.9
`diagnosis_description`	string	Text description of the diagnosed chronic illness	Obesity, unspecified
`visit_id`	string	Unique identifier for each patient visit or observationunique	V0001A
`provider_id`	string	Identifier for the healthcare provider responsible for the visitoptional	D1023
`provider_specialty`	string	Specialty of the healthcare provideroptional	Cardiology
`clinical_notes`	string	Free-text notes from the clinician regarding the patient's condition and progressionoptional	Patient reports increased…
`medication_name`	string	Name of medication prescribed or administered at the visitoptional	Furosemide
`medication_dosage`	string	Dosage and frequency of the medication (e.g., '10mg once daily')optional	40mg once daily
`lab_test_name`	string	Name of laboratory test performed at the visitoptional	BNP
`lab_test_unit`	string	Measurement unit for the lab test resultoptional	pg/mL
`hospitalization_reason`	string	Reason for hospitalization, if applicableoptional	COPD exacerbation
`outcome_status`	string	Current status of the patient at the time of the visit (e.g., stable, improved, worsened, deceased)stable · improved · worsened · deceased · unknown · optional	worsened
`address_street`	string	Patient's street addressoptional	32 Calle de la Paz
`address_city`	string	Patient's city of residenceoptional	Madrid
`address_state`	string	Patient's state or province of residenceoptional	Madrid
`address_postal_code`	string	Patient's postal or ZIP codeoptional	28013
`address_country`	string	Patient's country of residenceoptional	Spain
Numbers 2 columns
`symptom_severity_score`	float	Numerical score representing severity of symptoms at the visit (e.g., 0-10)0 to 10 · optional	8.3
`lab_test_result`	float	Result value of the laboratory testoptional	520
Dates and times 3 columns
`date_of_birth`	date	Patient's date of birth	1955-02-11
`diagnosis_date`	date	Date when the chronic illness was diagnosed	2016-03-21
`visit_date`	date	Date of the patient visit or observation	2023-04-15
True or false 1 column
`hospitalization`	boolean	Indicates if the patient was hospitalized during this visitoptional	true

Use it for

A healthcare dashboard
The hospitalization rate, symptom_severity_score by outcome_status and a breakdown of race_ethnicity. Excel, Power BI or Tableau.
Why do 49 of 215 rows have hospitalization = true?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Patients216
P00018.3worsened
P00026.7stable
P00079.1worsened
A software demo
Believable patients with first_name, last_name and date_of_birth to fill a screen in front of a buyer.

This dataset216 rows28 columns

Yours1,000 rows28 columnsaddress_street: UK only

blueprint · patient-chronic-illness-progression

Behind this dataset

Same schema. As many rows as you need.

These 216 rows came out of a blueprint — 28 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

Multiple timepoints per patient ID.
Diagnosis, treatment, and outcome fields included.
Missing visits imputed or flagged.
Basic demographics provided.

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: patient-chronic-illness-progression

What should your data show?

No signup. No card.

Sample rows

What the 216 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?