Datasets:

rubanza
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mental_health

id int64	Name string	Gender string	Age float64	City string	Working Professional or Student string	Profession string	Academic Pressure float64	Work Pressure float64	CGPA float64	Study Satisfaction float64	Job Satisfaction float64	Sleep Duration string	Dietary Habits string	Degree string	Have you ever had suicidal thoughts ? string	Work/Study Hours float64	Financial Stress float64	Family History of Mental Illness string	Depression int64
0	Aaradhya	Female	49	Ludhiana	Working Professional	Chef	null	5	null	null	2	More than 8 hours	Healthy	BHM	No	1	2	No	0
1	Vivan	Male	26	Varanasi	Working Professional	Teacher	null	4	null	null	3	Less than 5 hours	Unhealthy	LLB	Yes	7	3	No	1
2	Yuvraj	Male	33	Visakhapatnam	Student	null	5	null	8.97	2	null	5-6 hours	Healthy	B.Pharm	Yes	3	1	No	1
3	Yuvraj	Male	22	Mumbai	Working Professional	Teacher	null	5	null	null	1	Less than 5 hours	Moderate	BBA	Yes	10	1	Yes	1
4	Rhea	Female	30	Kanpur	Working Professional	Business Analyst	null	1	null	null	1	5-6 hours	Unhealthy	BBA	Yes	9	4	Yes	0
5	Vani	Female	59	Ahmedabad	Working Professional	Finanancial Analyst	null	2	null	null	5	5-6 hours	Healthy	MCA	No	7	5	No	0
6	Ritvik	Male	47	Thane	Working Professional	Chemist	null	5	null	null	2	7-8 hours	Moderate	MD	No	6	2	No	0
7	Rajveer	Male	38	Nashik	Working Professional	Teacher	null	3	null	null	4	7-8 hours	Unhealthy	B.Pharm	No	10	3	Yes	0
8	Aishwarya	Female	24	Bangalore	Student	null	2	null	5.9	5	null	5-6 hours	Moderate	BSc	No	3	2	Yes	0
9	Simran	Female	42	Patna	Working Professional	Electrician	null	4	null	null	1	5-6 hours	Healthy	ME	Yes	7	2	Yes	0
10	Utkarsh	Male	55	Rajkot	Working Professional	Software Engineer	null	3	null	null	2	7-8 hours	Moderate	BSc	No	6	4	Yes	0
11	Aahana	Female	51	Patna	Working Professional	Teacher	null	1	null	null	2	7-8 hours	Moderate	B.Arch	No	9	5	No	0
12	Tejas	Male	39	Jaipur	Working Professional	Data Scientist	null	2	null	null	5	More than 8 hours	Moderate	BCA	Yes	1	3	No	0
13	Aadhya	Female	29	Pune	Working Professional	Chef	null	4	null	null	4	7-8 hours	Unhealthy	BHM	No	6	5	Yes	0
14	Kiran	Male	50	Thane	Working Professional	Plumber	null	1	null	null	1	More than 8 hours	Moderate	BE	Yes	8	5	Yes	0
15	Aditi	Female	23	Patna	Working Professional	Marketing Manager	null	2	null	null	2	5-6 hours	Healthy	MA	Yes	6	4	Yes	1
16	Suhani	Female	49	Lucknow	Working Professional	Teacher	null	5	null	null	3	More than 8 hours	Healthy	B.Ed	No	2	1	No	0
17	Jiya	Female	56	Meerut	Working Professional	Accountant	null	5	null	null	3	7-8 hours	Moderate	B.Com	No	0	5	Yes	0
18	Bhavesh	Male	50	Agra	Working Professional	Entrepreneur	null	5	null	null	2	7-8 hours	Moderate	BBA	No	3	2	Yes	0
19	Armaan	Male	45	Rajkot	Working Professional	Teacher	null	2	null	null	4	5-6 hours	Moderate	MBA	Yes	2	3	No	0
20	Ishaani	Female	37	Surat	Working Professional	Teacher	null	3	null	null	1	7-8 hours	Healthy	B.Ed	No	5	2	Yes	0
21	Prachi	Female	45	Faridabad	Working Professional	HR Manager	null	3	null	null	1	7-8 hours	Unhealthy	MA	Yes	6	4	Yes	0
22	Pratyush	Male	37	Meerut	Working Professional	Teacher	null	5	null	null	5	5-6 hours	Healthy	B.Arch	No	9	2	Yes	0
23	Aishwarya	Female	46	Hyderabad	Working Professional	UX/UI Designer	null	2	null	null	3	5-6 hours	Healthy	BCA	No	7	5	No	0
24	Abhinav	Male	39	Pune	Working Professional	Content Writer	null	5	null	null	2	More than 8 hours	Healthy	M.Com	Yes	7	2	Yes	0
25	Siddhesh	Male	38	Thane	Working Professional	Chef	null	2	null	null	1	More than 8 hours	Healthy	MHM	Yes	2	2	No	0
26	Aditya	Male	31	Srinagar	Student	null	3	null	7.03	5	null	Less than 5 hours	Healthy	BA	No	9	1	Yes	0
27	Aarav	Male	50	Ghaziabad	Working Professional	HR Manager	null	5	null	null	3	Less than 5 hours	Healthy	MA	Yes	12	5	Yes	1
28	Asha	Female	47	Kolkata	Working Professional	Entrepreneur	null	3	null	null	5	7-8 hours	Moderate	BSc	No	5	1	No	0
29	Kashish	Female	19	Agra	Working Professional	null	null	1	null	null	5	More than 8 hours	Healthy	Class 12	No	5	2	No	0
30	Prisha	Female	28	Varanasi	Student	null	3	null	5.59	2	null	7-8 hours	Moderate	BCA	Yes	4	5	Yes	1
31	Aaradhya	Female	37	Pune	Working Professional	Chef	null	2	null	null	1	7-8 hours	Unhealthy	BHM	No	5	3	Yes	0
32	Chhavi	Female	25	Jaipur	Student	null	4	null	8.13	3	null	5-6 hours	Moderate	M.Tech	Yes	1	1	No	0
33	Tanmay	Male	29	Pune	Student	null	2	null	5.7	3	null	Less than 5 hours	Healthy	PhD	No	4	1	No	0
34	Vihaan	Male	41	Chennai	Working Professional	Teacher	null	1	null	null	4	7-8 hours	Unhealthy	LLB	Yes	6	5	No	0
35	Shiv	Male	45	Rajkot	Working Professional	Chemist	null	1	null	null	4	7-8 hours	Moderate	B.Pharm	Yes	9	1	Yes	0
36	Anvi	Female	50	Kalyan	Working Professional	null	null	4	null	null	4	7-8 hours	Unhealthy	Class 12	No	0	2	No	0
37	Darsh	Male	51	Nagpur	Working Professional	Educational Consultant	null	1	null	null	5	7-8 hours	Unhealthy	B.Ed	Yes	0	4	No	0
38	Samar	Male	45	Mumbai	Working Professional	Civil Engineer	null	3	null	null	2	Less than 5 hours	Healthy	MCA	No	9	5	No	0
39	Raunak	Male	59	Jaipur	Working Professional	Manager	null	4	null	null	1	Less than 5 hours	Unhealthy	BHM	Yes	2	4	No	0
40	Armaan	Male	51	Nashik	Working Professional	Electrician	null	2	null	null	4	7-8 hours	Healthy	ME	No	1	2	Yes	0
41	Mahi	Female	47	Ludhiana	Working Professional	Pharmacist	null	4	null	null	1	Less than 5 hours	Healthy	B.Pharm	Yes	9	2	Yes	0
42	Shaurya	Male	60	Ludhiana	Working Professional	Manager	null	4	null	null	1	5-6 hours	Moderate	MHM	Yes	3	2	No	0
43	Vidya	Female	18	Vadodara	Working Professional	null	null	5	null	null	4	Less than 5 hours	Moderate	Class 12	Yes	10	5	No	1
44	Jai	Male	55	Jaipur	Working Professional	Civil Engineer	null	1	null	null	1	7-8 hours	Unhealthy	BBA	Yes	0	2	No	0
45	Ayush	Male	36	Ludhiana	Working Professional	Marketing Manager	null	1	null	null	2	7-8 hours	Healthy	BA	Yes	0	2	Yes	0
46	Ansh	Male	49	Meerut	Working Professional	Teacher	null	2	null	null	1	7-8 hours	Moderate	M.Ed	Yes	0	1	Yes	0
47	Vani	Female	50	Nashik	Working Professional	Pharmacist	null	1	null	null	3	7-8 hours	Unhealthy	MA	Yes	10	2	Yes	0
48	Anand	Male	38	Ghaziabad	Working Professional	null	null	2	null	null	5	5-6 hours	Moderate	Class 12	No	1	1	Yes	0
49	Yashvi	Female	39	Vasai-Virar	Working Professional	Financial Analyst	null	2	null	null	2	7-8 hours	Moderate	B.Com	No	0	1	Yes	0
50	Raunak	Male	21	Pune	Working Professional	null	null	4	null	null	5	5-6 hours	Healthy	Class 12	Yes	8	5	Yes	0
51	Aarav	Male	58	Kalyan	Working Professional	Architect	null	2	null	null	1	More than 8 hours	Unhealthy	B.Arch	Yes	4	1	Yes	0
52	Shrey	Male	30	Thane	Student	null	3	null	9.54	4	null	7-8 hours	Healthy	BSc	No	1	2	No	0
53	Ritika	Female	44	Ludhiana	Working Professional	Teacher	null	5	null	null	2	7-8 hours	Unhealthy	B.Pharm	No	9	1	Yes	0
54	Mihir	Male	31	Patna	Working Professional	Mechanical Engineer	null	2	null	null	5	Less than 5 hours	Healthy	PhD	No	0	3	Yes	0
55	Ayush	Male	56	Kanpur	Working Professional	Plumber	null	2	null	null	3	Less than 5 hours	Moderate	MCA	No	10	3	No	0
56	Isha	Female	30	Chennai	Student	null	2	null	8.04	4	null	Less than 5 hours	Unhealthy	Class 12	No	0	1	Yes	0
57	Arjun	Male	47	Lucknow	Working Professional	Teacher	null	2	null	null	3	More than 8 hours	Healthy	MCA	Yes	12	4	No	0
58	Vani	Female	23	Agra	Working Professional	HR Manager	null	5	null	null	2	5-6 hours	Healthy	MSc	Yes	3	4	No	1
59	Rohan	Male	28	Nagpur	Student	null	3	null	9.79	1	null	7-8 hours	Moderate	B.Ed	Yes	12	3	No	1
60	Vivan	Male	25	Hyderabad	Working Professional	Teacher	null	5	null	null	2	7-8 hours	Unhealthy	B.Arch	No	4	5	Yes	1
61	Pratham	Male	43	Patna	Working Professional	Architect	null	4	null	null	1	Less than 5 hours	Healthy	BSc	No	0	3	No	0
62	Nirvaan	Male	31	Nashik	Student	null	2	null	8.38	3	null	Less than 5 hours	Moderate	LLB	Yes	2	5	No	1
63	Ishaan	Male	40	Ludhiana	Working Professional	Marketing Manager	null	3	null	null	3	Less than 5 hours	Unhealthy	BA	No	1	5	Yes	0
64	Aarya	Female	28	Chennai	Working Professional	Electrician	null	3	null	null	2	5-6 hours	Moderate	BCA	No	9	1	Yes	0
65	Riya	Female	35	Rajkot	Working Professional	Mechanical Engineer	null	4	null	null	1	5-6 hours	Healthy	BSc	Yes	4	4	No	0
66	Aariv	Male	54	Meerut	Working Professional	Chef	null	1	null	null	2	5-6 hours	Moderate	BHM	No	1	3	No	0
67	Raghavendra	Male	50	Vasai-Virar	Working Professional	Customer Support	null	4	null	null	3	7-8 hours	Healthy	BA	No	7	4	No	0
68	Armaan	Male	46	Ludhiana	Working Professional	Consultant	null	1	null	null	3	Less than 5 hours	Healthy	PhD	Yes	3	3	No	0
69	Mahika	Female	51	Agra	Working Professional	Teacher	null	2	null	null	4	5-6 hours	Healthy	B.Ed	No	0	2	No	0
70	Abhishek	Male	18	Vasai-Virar	Working Professional	null	null	5	null	null	2	Less than 5 hours	Moderate	Class 12	Yes	6	4	No	1
71	Jiya	Female	38	Vadodara	Working Professional	Architect	null	4	null	null	2	7-8 hours	Healthy	MCA	Yes	11	5	Yes	0
72	Armaan	Male	54	Vasai-Virar	Working Professional	Teacher	null	2	null	null	3	5-6 hours	Moderate	B.Arch	No	6	1	No	0
73	Harshil	Male	44	Kolkata	Working Professional	Consultant	null	3	null	null	5	5-6 hours	Healthy	BBA	No	1	3	No	0
74	Rohan	Male	41	Thane	Working Professional	Content Writer	null	1	null	null	2	5-6 hours	Unhealthy	ME	Yes	6	2	Yes	0
75	Janvi	Female	59	Agra	Working Professional	Marketing Manager	null	5	null	null	3	7-8 hours	Healthy	BA	Yes	5	4	Yes	0
76	Aariv	Male	54	Delhi	Working Professional	Content Writer	null	4	null	null	2	7-8 hours	Unhealthy	B.Ed	No	12	5	Yes	0
77	Kartikeya	Male	45	Rajkot	Working Professional	Architect	null	1	null	null	5	7-8 hours	Unhealthy	B.Arch	Yes	6	3	Yes	0
78	Shivam	Male	46	Surat	Working Professional	Educational Consultant	null	2	null	null	2	7-8 hours	Moderate	B.Ed	No	10	1	Yes	0
79	Advait	Male	45	Bangalore	Working Professional	Teacher	null	2	null	null	4	7-8 hours	Unhealthy	B.Pharm	No	11	4	No	0
80	Samar	Male	21	Thane	Working Professional	null	null	4	null	null	4	5-6 hours	Unhealthy	Class 12	No	1	2	No	0
81	Reyansh	Male	19	Nagpur	Working Professional	null	null	5	null	null	4	Less than 5 hours	Moderate	Class 12	Yes	11	2	No	1
82	Saanvi	Female	49	Hyderabad	Working Professional	null	null	1	null	null	5	5-6 hours	Moderate	Class 12	No	0	3	No	0
83	Ivaan	Male	24	Nagpur	Student	null	3	null	6.1	3	null	5-6 hours	Moderate	Class 12	Yes	11	1	Yes	1
84	Pallavi	Female	47	Nagpur	Working Professional	Teacher	null	5	null	null	5	7-8 hours	Unhealthy	BSc	No	0	5	Yes	0
85	Rohan	Male	51	Hyderabad	Working Professional	Judge	null	3	null	null	5	5-6 hours	Healthy	LLB	No	11	1	Yes	0
86	Aaradhya	Female	30	Vadodara	Working Professional	Teacher	null	2	null	null	4	Less than 5 hours	Unhealthy	B.Arch	No	10	2	No	0
87	Samar	Male	54	Jaipur	Working Professional	Researcher	null	2	null	null	4	5-6 hours	Unhealthy	M.Tech	No	2	2	No	0
88	Sneha	Female	60	Rajkot	Working Professional	UX/UI Designer	null	5	null	null	3	7-8 hours	Moderate	MSc	No	2	1	Yes	0
89	Ayaan	Male	45	Bangalore	Working Professional	Teacher	null	1	null	null	5	7-8 hours	Moderate	B.Arch	No	2	4	Yes	0
90	Ayush	Male	24	Chennai	Working Professional	Teacher	null	4	null	null	3	5-6 hours	Healthy	B.Ed	Yes	8	4	Yes	0
91	Aakash	Male	33	Vadodara	Student	null	3	null	7.03	4	null	Less than 5 hours	Healthy	BE	Yes	10	2	Yes	0
92	Raghav	Male	54	Nagpur	Working Professional	Content Writer	null	2	null	null	1	More than 8 hours	Unhealthy	B.Tech	No	3	1	No	0
93	Shiv	Male	18	Thane	Working Professional	null	null	4	null	null	2	7-8 hours	Unhealthy	Class 12	No	2	1	No	0
94	Satyam	Male	27	Kalyan	Student	null	5	null	7.04	1	null	Less than 5 hours	Moderate	M.Tech	No	10	1	Yes	1
95	Shiv	Male	36	Rajkot	Working Professional	Teacher	null	2	null	null	5	More than 8 hours	Healthy	B.Ed	Yes	10	4	No	0
96	Aarush	Male	31	Ludhiana	Working Professional	Teacher	null	4	null	null	3	5-6 hours	Unhealthy	B.Ed	Yes	4	2	No	0
97	Vibha	Female	52	Chennai	Working Professional	Data Scientist	null	1	null	null	3	7-8 hours	Moderate	M.Tech	No	1	2	Yes	0
98	Rupal	Female	56	Lucknow	Working Professional	Educational Consultant	null	2	null	null	2	Less than 5 hours	Healthy	B.Ed	No	9	2	No	0
99	Vivan	Male	36	Thane	Working Professional	Teacher	null	1	null	null	2	Less than 5 hours	Healthy	B.Ed	Yes	10	3	Yes	0

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