Healthcare
18 columns
200 rows
8 formats

Patient Symptom Chat Conversations

This dataset contains synthetic patient-health agent chat transcripts annotated with symptoms, advice, triage urgency ratings, and outcomes. It is ideal for developing and benchmarking conversational health AI, triage models, and patient interaction analytics, supporting research in digital health and clinical decision support.

last updated 12 Jul 2025
by GoMask

The brief that made it

Training and evaluating conversational health AI and triage systems

Sample rows

preview · 8 of 200 rows · all 18 columns

chat_idstring	triage_categorystring	urgency_ratinginteger	follow_up_recommendedboolean	follow_up_timeframestring	patient_idstring	chat_start_datetimedatetime	chat_end_datetimedatetime	symptom_primarystring	symptom_secondarystring	symptom_durationstring	symptom_severityinteger	patient_ageinteger	patient_genderstring	agent_typestring	languagestring	chat_transcriptstring	advice_givenstring
C-202406001	self-care	1	false	blank	P-1001	2024-06-01T08:14:23Z	2024-06-01T08:23:41Z	headache	blank	2 days	2	31	female	AI	English	Patient reports mild headache for past 2 days, no sensitivity to light or nausea noted. Requests advice.	Advised to rest, stay hydrated, and monitor symptoms. If pain worsens or new symptoms arise, consult a physician.
C-202406002	see GP	2	true	in 1 week	P-1002	2024-06-01T09:01:12Z	2024-06-01T09:15:04Z	persistent back pain	fatigue	3 weeks	5	45	male	human	English	Patient describes lower back pain persisting for 3 weeks, accompanied by ongoing fatigue. No numbness or tingling reported.	Recommended to schedule an appointment with GP for assessment. Instructed to avoid heavy lifting and apply warm compress.
C-202406003	emergency	5	true	immediate	P-1003	2024-06-01T11:22:13Z	2024-06-01T11:34:50Z	chest pain	shortness of breath, sweating	30 minutes	10	68	male	AI	English	Elderly patient reports sudden chest pain for 30 minutes, with shortness of breath and sweating. No prior heart issues mentioned.	Immediate emergency services advised and emergency medical attention recommended.
C-202406004	self-care	1	false	blank	P-1004	2024-06-01T13:45:36Z	2024-06-01T13:54:22Z	cough	sore throat	4 days	3	26	other	human	English	Patient has had a cough and mild sore throat for 4 days. No fever or difficulty breathing.	Suggested self-care with fluids and rest. Monitor for fever or worsening symptoms.
C-202406005	urgent care	4	true	within 24 hours	P-1005	2024-06-01T14:05:10Z	2024-06-01T14:19:58Z	abdominal pain	nausea	2 hours	7	17	female	AI	English	Parent reports their 17-year-old has sudden abdominal pain for 2 hours and mild nausea. No vomiting.	Recommended urgent care evaluation due to acute onset and severity. Advised not to eat or drink until evaluated.
C-202406006	see GP	2	true	in 2 weeks	P-1006	2024-06-01T15:22:55Z	2024-06-01T15:34:11Z	joint pain	blank	2 months	4	52	female	hybrid	English	Patient has experienced moderate pain in knees and elbows for 2 months, no swelling or redness.	Recommended to see GP for possible arthritis evaluation. Suggested gentle exercise and hot/cold packs.
C-202406007	self-care	1	false	blank	P-1007	2024-06-01T16:10:37Z	2024-06-01T16:19:02Z	rash	itchiness	1 week	3	24	unknown	AI	English	Patient has red, itchy rash on forearm for a week. No systemic symptoms.	Advised to use over-the-counter hydrocortisone and monitor for spreading or signs of infection.
C-202406008	urgent care	4	true	within 24 hours	P-1008	2024-06-01T17:42:18Z	2024-06-01T17:51:04Z	high fever	vomiting	10 hours	6	8	male	human	English	Parent reports child with high fever and vomiting for 10 hours. No history of similar episodes.	Advised urgent care for assessment and possible tests. Keep child hydrated.
C-202406009	see GP	2	true	in 2 weeks	P-1009	2024-06-01T19:03:11Z	2024-06-01T19:14:29Z	fatigue	blank	1 month	4	39	male	AI	English	Patient reports persistent fatigue for a month, denies weight loss or night sweats.	Suggested GP visit for blood tests. Instructed to maintain healthy diet and sleep habits.
C-202406010	emergency	5	true	immediate	P-1010	2024-06-01T20:22:44Z	2024-06-01T20:34:12Z	shortness of breath	wheezing	2 hours	9	72	female	AI	English	Senior patient has experienced sudden shortness of breath and wheezing for 2 hours. No chest pain.	Recommended emergency evaluation. Instructed to call emergency services immediately.
C-202406011	self-care	1	false	blank	P-1011	2024-06-02T07:18:50Z	2024-06-02T07:27:14Z	sore throat	blank	3 days	2	22	male	AI	English	Patient reports mild sore throat for 3 days, no fever or cough.	Advised to use warm fluids and throat lozenges. Monitor for fever or worsening symptoms.
C-202406012	see GP	2	true	in 1 week	P-1012	2024-06-02T08:22:01Z	2024-06-02T08:36:09Z	joint swelling	pain	2 weeks	5	41	female	human	English	Patient describes new swelling and pain in right knee for 2 weeks. No trauma reported.	Recommended GP visit for evaluation and possible imaging. Rest and ice joint until seen.
C-202406013	urgent care	3	true	within 48 hours	P-1013	2024-06-02T09:44:33Z	2024-06-02T09:55:41Z	burn	pain, redness	2 hours	6	6	female	AI	English	Parent states child suffered minor burn to hand 2 hours ago. Area is red and painful, no blistering.	Cool burn with running water, apply sterile dressing. Seek urgent care if worsening.
C-202406014	see GP	2	true	in 2 weeks	P-1002	2024-06-02T10:15:54Z	2024-06-02T10:23:41Z	sleep disturbance	daytime fatigue	3 months	4	45	male	AI	English	Patient with history of back pain now reports sleep disturbance and daytime fatigue for 3 months.	Suggested sleep hygiene measures and follow-up with GP for further evaluation.
C-202406015	self-care	1	false	blank	P-1014	2024-06-02T11:01:16Z	2024-06-02T11:10:45Z	runny nose	blank	5 days	1	34	unknown	human	English	Patient reports mild runny nose for 5 days, no other symptoms.	Advised self-care. Use tissues, wash hands, and rest. No further action needed unless symptoms worsen.
C-202406016	urgent care	4	true	within 24 hours	P-1015	2024-06-02T12:24:19Z	2024-06-02T12:31:57Z	blurred vision	dizziness	1 hour	8	77	female	AI	English	Senior patient reports blurred vision and dizziness for 1 hour. No headache or weakness.	Advised urgent care or emergency evaluation due to sudden visual changes.
C-202406017	see GP	2	true	in 3 days	P-1016	2024-06-02T13:41:48Z	2024-06-02T13:53:34Z	ear pain	fever	2 days	5	14	male	human	English	Parent reports teenager with ear pain and fever for 2 days. No discharge or hearing loss.	Suggested GP visit for possible ear infection. Advised acetaminophen for fever.
C-202406018	urgent care	3	true	within 1 week	P-1017	2024-06-02T14:52:31Z	2024-06-02T15:01:41Z	dizziness	blank	4 days	6	59	female	AI	English	Patient has had intermittent dizziness for 4 days, no falls or fainting.	Recommended GP evaluation. Advised to avoid sudden position changes.
C-202406019	urgent care	4	true	within 24 hours	P-1018	2024-06-02T16:22:41Z	2024-06-02T16:31:29Z	allergic reaction	hives, swelling	15 minutes	8	28	female	AI	English	Patient describes sudden onset hives and swelling after eating nuts. No breathing difficulty.	Advised urgent care evaluation. Instructed to avoid allergens and seek emergency care if symptoms worsen.
C-202406020	urgent care	4	true	within 48 hours	P-1019	2024-06-02T17:33:50Z	2024-06-02T17:41:27Z	migraine	nausea, light sensitivity	12 hours	7	37	other	human	English	Patient reports migraine with nausea and light sensitivity for 12 hours. No recent head injury.	Recommended urgent care for severe migraine symptoms. Advised to rest in a dark room.

What the 200 rows show

from the 200-row sample

Emergency (triage category) stands out: mean urgency_rating is 5.0, against 2.2 for the rest.

65%follow_up_recommended = true
2median urgency_rating
3agent types
4patient genders
4languages
37symptom durations

Mean urgency_rating by triage_category200 rows

urgency_rating200 rows, in bands of 0.5

Median 2, from 1 to 5.

follow_up_timeframe129 rows with a value · 71 left blank

within 24 hours43
in 1 week28
in 2 weeks21
immediate8
in 2 days8
within 48 hours7
in 3 days4
within 1 day4
within 1 week2
within 72 hours2

18 columns by typefrom the column list below

string 12
integer 3
datetime 2
boolean 1

Columns

18 columns in four groups

blueprint · 18 columns
column	type	description	example
Text 12 columns
`chat_id`	string	Unique identifier for each chat conversation.unique	C-202406001
`patient_id`	string	Unique identifier for the patient in the conversation (synthetic/anonymized).	P-1001
`symptom_primary`	string	Primary symptom described by the patient.	headache
`symptom_secondary`	string	Secondary symptom(s) described by the patient, if any (comma-separated).optional	fatigue
`symptom_duration`	string	Duration for which the primary symptom has been experienced (e.g., '2 days', '1 week').optional	2 days
`patient_gender`	string	Gender of the patient (if provided).male · female · other · unknown · optional	female
`chat_transcript`	string	Full text of the chat conversation between patient and health agent/AI.	Patient reports mild head…
`advice_given`	string	Summary of the advice or recommendations provided to the patient.	Advised to rest, stay hyd…
`triage_category`	string	Categorical triage outcome (e.g., 'self-care', 'see GP', 'urgent care', 'emergency').self-care · see GP · urgent care · emergency · other	self-care
`follow_up_timeframe`	string	Suggested timeframe for follow-up (e.g., 'within 24 hours', 'in 1 week').12 timeframes · optional	in 1 week
`agent_type`	string	Type of agent responding (e.g., 'AI', 'human', 'hybrid').AI · human · hybrid	AI
`language`	string	Language in which the chat conversation was conducted.4 languages · optional	English
Numbers 3 columns
`symptom_severity`	integer	Patient-reported severity of the primary symptom on a scale of 1 (mild) to 10 (severe).1 to 10 · optional	2
`patient_age`	integer	Age of the patient in years.0 or more · optional	31
`urgency_rating`	integer	Triage urgency rating assigned to the case (1 = non-urgent, 5 = emergency).1 to 5	1
Dates and times 2 columns
`chat_start_datetime`	datetime	Timestamp when the chat conversation started.	2024-06-01T08:14:23Z
`chat_end_datetime`	datetime	Timestamp when the chat conversation ended.	2024-06-01T08:23:41Z
True or false 1 column
`follow_up_recommended`	boolean	Indicates if a follow-up was recommended to the patient.optional	false

Use it for

A healthcare dashboard
The follow_up_recommended rate, urgency_rating by triage_category and a breakdown of follow_up_timeframe. Excel, Power BI or Tableau.
Why do the 20 emergency rows have a mean urgency_rating of 5.0?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Chats200
C-2024060011self-care
C-2024060022see GP
C-2024060035emergency
A software demo
Believable chats with patient_id, chat_start_datetime and chat_end_datetime to fill a screen in front of a buyer.

This dataset200 rows18 columns

Yours1,000 rows18 columns

blueprint · patient-symptom-chat-conversations

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

Each conversation linked to a unique patient
Symptoms and urgency classified by model
Chatbot and human responses included
Outcome: advice, follow-up, or escalation
Free-text and structured symptom fields

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-symptom-chat-conversations

What should your data show?

No signup. No card.

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?