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syncora
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mental_health_survey_dataset

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train · 50k rows

Timestamp stringclasses 580 values	Gender stringclasses 2 values	Country stringclasses 35 values	Occupation stringclasses 5 values	self_employed stringclasses 2 values	family_history stringclasses 2 values	treatment stringclasses 2 values	Days_Indoors stringclasses 5 values	Growing_Stress stringclasses 3 values	Changes_Habits stringclasses 3 values	Mental_Health_History stringclasses 3 values	Mood_Swings stringclasses 3 values	Coping_Struggles stringclasses 2 values	Work_Interest stringclasses 3 values	Social_Weakness stringclasses 3 values	mental_health_interview stringclasses 3 values	care_options stringclasses 3 values
8/27/2014 11:38	Male	United States	Business	No	Yes	Yes	31-60 days	Yes	No	Maybe	Medium	Yes	No	Yes	No	Not sure
8/27/2014 12:48	Male	United States	Housewife	Yes	No	Yes	1-14 days	No	No	No	High	No	No	Maybe	No	No
8/27/2014 16:15	Male	United States	Corporate	No	Yes	No	More than 2 months	Maybe	Maybe	Maybe	High	Yes	Yes	No	No	No
8/27/2014 22:06	Male	United States	Business	No	No	No	1-14 days	Maybe	No	Yes	Low	Yes	No	No	No	No
8/27/2014 12:53	Male	Canada	Housewife	No	No	No	15-30 days	No	Yes	No	Medium	Yes	Maybe	No	No	No
8/27/2014 16:27	Male	United Kingdom	Student	No	No	No	15-30 days	No	Yes	No	Medium	No	No	No	No	No
9/1/2014 9:15	Male	United States	Student	Yes	No	No	Go out Every day	Yes	No	Maybe	Medium	Yes	Yes	Yes	No	Not sure
8/27/2014 11:31	Female	Switzerland	Student	No	No	Yes	1-14 days	No	Yes	Maybe	High	Yes	Yes	Maybe	No	Yes
8/27/2014 21:15	Male	United States	Student	No	Yes	No	More than 2 months	Maybe	Yes	Maybe	Medium	Yes	Maybe	No	Yes	No
8/29/2014 14:31	Male	United States	Business	Yes	Yes	No	31-60 days	No	Maybe	Maybe	Medium	No	Maybe	No	Yes	Not sure
8/28/2014 18:50	Female	United States	Student	No	Yes	No	15-30 days	Maybe	Maybe	Maybe	High	Yes	Yes	Yes	Maybe	Not sure
8/29/2014 9:10	Female	United States	Housewife	No	No	No	Go out Every day	Yes	Maybe	Maybe	Medium	Yes	Maybe	Yes	No	No
8/27/2014 21:45	Male	Germany	Student	No	No	No	Go out Every day	No	Yes	Yes	High	No	Yes	Yes	No	Not sure
8/27/2014 13:52	Male	United Kingdom	Business	No	No	No	15-30 days	Maybe	No	Maybe	Medium	No	Maybe	No	No	No
8/28/2014 12:15	Male	United States	Business	No	No	Yes	More than 2 months	No	Maybe	Maybe	Low	Yes	Yes	Maybe	No	Yes
8/27/2014 16:14	Male	Canada	Student	No	No	Yes	1-14 days	Yes	No	No	Medium	Yes	Maybe	No	Maybe	Yes
9/2/2014 9:57	Male	United States	Corporate	No	No	Yes	1-14 days	Yes	No	Maybe	Low	Yes	No	No	No	No
8/27/2014 16:15	Male	United States	Student	Yes	Yes	Yes	31-60 days	No	No	Yes	Low	Yes	Maybe	Yes	No	Yes
8/27/2014 15:56	Male	Israel	Housewife	No	Yes	No	Go out Every day	Maybe	Yes	Maybe	High	Yes	Yes	Maybe	No	No
8/28/2014 7:03	Female	United States	Business	No	No	Yes	More than 2 months	Maybe	Yes	Maybe	Low	Yes	Maybe	No	No	No
8/28/2014 18:07	Male	United States	Business	No	No	Yes	31-60 days	Yes	Maybe	Maybe	Medium	No	Yes	Maybe	Maybe	Not sure
8/28/2014 11:58	Male	United States	Others	No	Yes	Yes	1-14 days	Yes	Yes	Yes	Low	Yes	Maybe	Yes	No	No
8/29/2014 13:17	Male	United States	Housewife	No	No	No	1-14 days	Yes	Maybe	No	High	Yes	Maybe	Maybe	No	Yes
8/27/2014 15:38	Male	United States	Business	No	No	Yes	1-14 days	Yes	No	Maybe	High	No	No	Yes	No	No
8/27/2014 12:48	Male	United States	Business	No	Yes	No	1-14 days	Maybe	No	No	High	No	Maybe	Yes	No	No
8/27/2014 12:34	Male	United States	Corporate	Yes	Yes	Yes	15-30 days	No	Yes	No	Low	No	Yes	Maybe	No	No
8/28/2014 10:01	Male	United States	Others	No	No	No	Go out Every day	Yes	No	No	Low	Yes	No	No	No	No
8/27/2014 11:49	Male	United Kingdom	Student	No	Yes	Yes	1-14 days	Maybe	No	Maybe	High	Yes	Yes	Maybe	No	No
8/29/2014 11:36	Male	United States	Business	No	No	Yes	31-60 days	Maybe	No	Maybe	Medium	No	Yes	Yes	Yes	Yes
8/27/2014 15:13	Male	United Kingdom	Housewife	No	No	Yes	1-14 days	Maybe	Maybe	No	High	Yes	Yes	Maybe	No	Yes
8/28/2014 19:04	Male	United States	Corporate	null	No	Yes	More than 2 months	Yes	Maybe	Maybe	Low	No	No	Maybe	Yes	Yes
8/27/2014 12:33	Male	Russia	Student	Yes	Yes	Yes	31-60 days	Maybe	Yes	Yes	Medium	Yes	No	Yes	No	No
8/27/2014 16:21	Male	United States	Others	No	No	No	More than 2 months	No	No	Maybe	High	No	Maybe	No	Maybe	No
8/27/2014 14:11	Male	United States	Others	No	Yes	No	More than 2 months	Yes	Maybe	Yes	High	No	No	No	Maybe	No
8/27/2014 12:43	Male	Canada	Student	No	No	No	15-30 days	Maybe	Yes	Yes	High	Yes	Yes	Yes	No	Yes
8/27/2014 12:39	Male	Brazil	Corporate	No	Yes	No	1-14 days	No	Yes	No	Low	Yes	Yes	Maybe	No	Not sure
8/28/2014 4:09	Male	Italy	Housewife	No	No	No	31-60 days	Maybe	No	Yes	Low	No	Yes	No	No	Not sure
8/28/2014 14:38	Male	United States	Others	No	No	No	15-30 days	Yes	Yes	Yes	Low	No	No	No	No	No
5/6/2015 16:55	Male	United Kingdom	Others	No	No	No	1-14 days	Yes	Maybe	Maybe	Medium	Yes	No	Maybe	No	Yes
8/27/2014 11:34	Male	Canada	Student	No	No	Yes	31-60 days	No	Yes	Maybe	Low	No	No	Yes	No	No
8/27/2014 14:41	Male	United Kingdom	Corporate	No	Yes	No	31-60 days	No	Maybe	Maybe	Medium	No	Yes	Maybe	No	Yes
8/28/2014 14:38	Male	Italy	Others	No	Yes	No	31-60 days	Maybe	No	Maybe	Medium	Yes	No	Maybe	No	Not sure
8/28/2014 15:48	Male	United Kingdom	Housewife	No	No	Yes	15-30 days	Yes	No	Yes	Low	No	No	Yes	No	Yes
8/28/2014 2:32	Female	United Kingdom	Housewife	No	No	No	31-60 days	No	Yes	Maybe	Medium	No	Yes	No	Maybe	Not sure
8/27/2014 14:03	Male	United Kingdom	Business	No	Yes	Yes	15-30 days	Maybe	Yes	Maybe	Medium	No	No	Maybe	No	Yes
8/27/2014 14:31	Male	United States	Business	Yes	Yes	No	31-60 days	Yes	Yes	No	Medium	Yes	Maybe	No	No	Not sure
8/28/2014 2:32	Male	Greece	Others	No	Yes	Yes	1-14 days	No	Yes	Maybe	Low	No	No	Yes	No	No
8/28/2014 17:47	Male	United States	Business	No	Yes	Yes	Go out Every day	Yes	No	Yes	High	No	No	Yes	Maybe	No
8/27/2014 12:39	Male	United Kingdom	Housewife	No	No	No	31-60 days	Yes	No	Maybe	Medium	Yes	No	No	Yes	Yes
8/28/2014 18:07	Male	Australia	Business	No	Yes	Yes	Go out Every day	Maybe	No	No	Low	No	Yes	Maybe	No	Yes
8/28/2014 16:55	Male	United Kingdom	Housewife	No	No	Yes	15-30 days	Maybe	Yes	Maybe	Medium	No	Maybe	Yes	No	Yes
4/11/2015 14:35	Male	Ireland	Corporate	No	Yes	No	15-30 days	Yes	Yes	No	Medium	Yes	Yes	Yes	No	No
8/27/2014 12:51	Male	Canada	Housewife	No	Yes	Yes	15-30 days	Maybe	Yes	Maybe	Low	No	No	Yes	Maybe	Not sure
8/28/2014 23:57	Male	United States	Corporate	No	No	No	1-14 days	Yes	Maybe	No	Medium	Yes	Maybe	No	No	No
8/28/2014 3:29	Male	United States	Business	No	No	No	More than 2 months	Maybe	No	Yes	Medium	Yes	Maybe	Maybe	No	No
8/27/2014 14:31	Male	United States	Student	No	No	Yes	31-60 days	Yes	Maybe	No	Low	Yes	No	Yes	Yes	No
8/29/2014 0:05	Male	United States	Others	No	No	No	More than 2 months	Yes	No	No	Low	No	Maybe	Maybe	No	No
8/27/2014 16:04	Male	United Kingdom	Corporate	No	No	No	More than 2 months	Yes	No	No	Medium	Yes	No	Maybe	No	No
8/28/2014 10:02	Male	United States	Housewife	No	Yes	No	15-30 days	Yes	Yes	Maybe	Medium	No	Maybe	Maybe	No	No
2/21/2015 4:32	Male	United States	Business	Yes	Yes	Yes	15-30 days	Yes	Yes	Yes	High	No	Maybe	No	No	No
8/27/2014 13:48	Male	United States	Business	No	No	Yes	More than 2 months	No	Maybe	Yes	Medium	Yes	Yes	Maybe	Maybe	Not sure
8/28/2014 11:36	Male	United Kingdom	Business	No	Yes	No	More than 2 months	Yes	Maybe	No	High	Yes	Maybe	Maybe	No	No
8/27/2014 12:52	Male	New Zealand	Housewife	No	No	No	31-60 days	Maybe	Maybe	Maybe	Medium	No	Yes	No	No	No
8/27/2014 12:34	Male	United States	Corporate	No	No	No	More than 2 months	Maybe	Yes	Maybe	Low	Yes	Yes	Yes	No	Yes
8/28/2014 6:02	Male	Switzerland	Business	No	Yes	Yes	1-14 days	Yes	Yes	No	Medium	Yes	Yes	No	No	Yes
8/27/2014 16:42	Male	Germany	Student	No	Yes	No	31-60 days	No	Maybe	Yes	Medium	Yes	Maybe	Yes	No	No
8/28/2014 4:16	Male	United Kingdom	Others	Yes	No	Yes	1-14 days	No	Maybe	Yes	Medium	Yes	No	No	No	Not sure
8/27/2014 13:35	Male	United Kingdom	Housewife	Yes	No	No	31-60 days	Maybe	Yes	Yes	High	Yes	No	Yes	Yes	No
8/27/2014 13:52	Male	United States	Others	No	No	No	More than 2 months	Maybe	No	Yes	Medium	Yes	Maybe	No	No	Not sure
8/27/2014 14:31	Female	United States	Housewife	No	No	No	15-30 days	Maybe	No	Yes	Medium	No	No	Maybe	No	Not sure
8/29/2014 12:54	Female	United States	Student	No	No	Yes	15-30 days	No	No	Maybe	High	No	Maybe	Yes	No	Not sure
8/27/2014 13:06	Male	United States	Housewife	No	No	Yes	15-30 days	Maybe	Yes	No	High	No	Maybe	Maybe	No	No
8/27/2014 12:55	Female	Canada	Student	No	Yes	No	31-60 days	No	No	Yes	Medium	No	No	Maybe	Maybe	No
8/27/2014 13:55	Male	United States	Corporate	No	No	No	31-60 days	No	Maybe	Yes	Low	Yes	No	No	No	Not sure
8/27/2014 13:21	Male	United States	Others	No	No	No	31-60 days	Maybe	Maybe	Maybe	Low	No	No	Maybe	Maybe	Yes
8/27/2014 16:55	Female	United States	Others	No	No	Yes	31-60 days	No	Maybe	Maybe	Low	No	Maybe	Yes	No	Not sure
8/28/2014 12:23	Male	Canada	Student	No	No	Yes	31-60 days	Maybe	Maybe	Maybe	High	No	No	Maybe	No	No
8/27/2014 16:31	Male	United States	Housewife	No	Yes	Yes	Go out Every day	Yes	No	Yes	High	Yes	No	Maybe	No	Yes
2/22/2015 2:40	Male	Canada	Corporate	No	Yes	No	Go out Every day	No	No	Yes	High	Yes	No	No	No	Yes
8/28/2014 11:14	Male	Ireland	Others	No	No	No	15-30 days	Maybe	Yes	Yes	High	Yes	No	Yes	No	Yes
8/28/2014 22:46	Male	United Kingdom	Housewife	No	No	No	15-30 days	No	Yes	Yes	Medium	No	Yes	No	Maybe	Not sure
8/27/2014 11:47	Male	United Kingdom	Student	Yes	No	No	More than 2 months	Maybe	Maybe	Maybe	Medium	No	Yes	No	Maybe	No
8/27/2014 14:37	Male	United Kingdom	Housewife	No	No	Yes	1-14 days	No	Yes	Yes	High	No	Maybe	No	No	No
8/30/2014 14:00	Female	United States	Student	No	No	Yes	1-14 days	No	Yes	No	High	Yes	Maybe	Yes	Yes	No
8/27/2014 15:05	Male	United States	Housewife	No	No	Yes	1-14 days	Yes	No	Maybe	Medium	No	No	Yes	No	No
8/27/2014 14:20	Male	United States	Student	No	No	No	31-60 days	No	Yes	No	High	No	Yes	No	No	Yes
8/29/2014 13:17	Female	United States	Housewife	No	No	No	More than 2 months	Maybe	Maybe	No	High	Yes	No	Maybe	No	No
8/27/2014 12:38	Female	United States	Business	No	Yes	Yes	15-30 days	No	Yes	Yes	Low	Yes	Yes	Maybe	Maybe	Not sure
8/27/2014 11:33	Male	Denmark	Business	No	No	Yes	1-14 days	Maybe	Yes	No	High	No	No	No	Yes	Not sure
8/27/2014 20:53	Female	Sweden	Corporate	Yes	Yes	No	15-30 days	Yes	Yes	Maybe	Low	Yes	Maybe	Maybe	No	Yes
9/1/2014 17:59	Male	Canada	Corporate	No	Yes	No	Go out Every day	No	Yes	Yes	High	No	No	Maybe	No	Not sure
8/27/2014 14:01	Male	Canada	Housewife	No	No	No	31-60 days	Maybe	Maybe	No	Low	No	No	No	No	Yes
8/29/2014 12:45	Male	United States	Corporate	No	Yes	Yes	1-14 days	Yes	Yes	Maybe	Medium	Yes	No	Maybe	No	Yes
8/28/2014 20:12	Male	United Kingdom	Housewife	No	No	Yes	Go out Every day	Yes	Maybe	No	Low	No	Yes	Maybe	No	No
8/27/2014 14:31	Male	United States	Student	No	Yes	Yes	15-30 days	Yes	Maybe	No	Low	No	Maybe	Yes	No	Yes
8/27/2014 12:56	Male	United Kingdom	Corporate	No	Yes	No	31-60 days	Maybe	Maybe	Yes	Medium	Yes	No	Yes	Maybe	Not sure
8/28/2014 10:30	Male	United Kingdom	Corporate	No	No	Yes	1-14 days	No	Yes	Yes	Low	Yes	No	Yes	No	No
8/27/2014 13:06	Male	Netherlands	Housewife	No	No	No	15-30 days	No	Yes	Maybe	Medium	Yes	No	Maybe	No	No
8/27/2014 12:41	Male	United States	Student	No	No	Yes	1-14 days	Maybe	Yes	No	Medium	Yes	No	No	No	Not sure
8/27/2014 15:27	Male	South Africa	Student	No	No	No	1-14 days	Maybe	Maybe	Yes	Low	No	No	No	No	No

End of preview. Expand in Data Studio

🧠 Mental Health Posting Dataset — Synthetic Dataset for LLM & Chatbot Training

Free dataset for mental health research, LLM training, and chatbot development, generated using synthetic data generation techniques to ensure privacy and high fidelity.

🌟 About This Dataset

This dataset contains synthetic mental health survey responses across multiple demographics and occupations. It includes participant-reported stress levels, coping mechanisms, mood swings, and social interaction tendencies.
It is ideal as a dataset for LLM training, chatbot training, and experimentation in AI-driven mental health research, while being 100% privacy-safe and open for free use.

📊 Dataset Features

Feature	Description
Timestamp	Survey response timestamp
Gender	Participant gender
Country	Participant location
Occupation	Participant job/role
self_employed	Yes/No
family_history	Family history of mental illness
treatment	Receiving treatment (Yes/No)
Days_Indoors	Average days indoors
Growing_Stress	Participant self-reported stress level
Changes_Habits	Yes/No/Maybe
Mental_Health_History	History of mental health issues
Mood_Swings	Low/Medium/High
Coping_Struggles	Yes/No/Maybe
Work_Interest	Work engagement level
Social_Weakness	Social tendencies (Yes/No/Maybe)
mental_health_interview	Interview feedback or notes
care_options	Care options discussed

📦 What’s Inside

CSV Dataset – Ready for download and analysis
⬇️ Download Dataset
Jupyter Notebook – Explore, visualize, and model the dataset for LLM or chatbot training
📓 Open Notebook

🤖 Use Cases

🧠 Mental Health Research: Analyze patterns across demographics and stress factors
💬 Chatbot Training: Fine-tune conversational AI for mental health support
🧩 LLM Training: Train language models on structured mental health interactions
📊 Predictive Analysis: Identify correlations between lifestyle, stress, and mental health
🔍 Feature Engineering: Experiment with insights from synthetic mental health data

🚨 Why Synthetic?

Privacy-Safe: No real user data included
Free Dataset: Openly available for research and development
Flexible Scaling: Easily extend dataset using synthetic generation tools
Bias-Aware: Balanced synthetic sampling supports fair AI models

📜 License

Released under MIT License.

This is a free synthetic dataset, ideal as a dataset for LLM training, chatbot training, and mental health research.

Downloads last month: 19

Size of downloaded dataset files:

5.27 MB

Size of the auto-converted Parquet files:

652 kB

Number of rows:

50,000