Datasets:

Ammok
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hair_health

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train · 999 rows

Id int64 110k 200k	Genetics stringclasses 2 values	Hormonal Changes stringclasses 2 values	Medical Conditions stringclasses 11 values	Medications & Treatments stringclasses 11 values	Nutritional Deficiencies stringclasses 11 values	Stress stringclasses 3 values	Age int64 18 50	Poor Hair Care Habits stringclasses 2 values	Environmental Factors stringclasses 2 values	Smoking stringclasses 2 values	Weight Loss stringclasses 2 values	Hair Loss int64 0 1
168,967	Yes	Yes	Androgenetic Alopecia	Antifungal Cream	Magnesium deficiency	Moderate	27	No	No	No	No	1
147,074	Yes	Yes	Ringworm	Heart Medication	Vitamin D Deficiency	Low	34	No	Yes	Yes	Yes	0
179,153	Yes	No	Psoriasis	Blood Pressure Medication	Vitamin A Deficiency	Moderate	19	Yes	No	Yes	No	1
118,171	Yes	Yes	Psoriasis	Antifungal Cream	Iron deficiency	Moderate	41	Yes	No	Yes	Yes	0
139,016	No	Yes	Thyroid Problems	Steroids	Vitamin A Deficiency	Low	37	Yes	No	Yes	No	0
124,253	No	No	No Data	Antidepressants	Iron deficiency	Low	50	Yes	No	Yes	No	0
151,443	No	Yes	Thyroid Problems	Antidepressants	Protein deficiency	High	34	Yes	No	No	Yes	0
116,182	Yes	No	Ringworm	Steroids	No Data	High	23	Yes	Yes	Yes	Yes	1
154,980	Yes	Yes	Ringworm	Antidepressants	Zinc Deficiency	Low	37	No	Yes	Yes	No	0
180,856	No	No	No Data	Accutane	Vitamin D Deficiency	Low	50	No	No	No	No	1
114,564	Yes	Yes	Ringworm	Immunomodulators	Omega-3 fatty acids	High	28	Yes	No	No	Yes	1
155,613	No	Yes	Seborrheic Dermatitis	Antibiotics	Vitamin A Deficiency	High	24	No	Yes	Yes	No	1
176,266	Yes	Yes	Alopecia Areata	Antifungal Cream	Vitamin D Deficiency	Moderate	36	No	No	No	Yes	1
169,244	No	Yes	Alopecia Areata	Antifungal Cream	Selenium deficiency	Low	18	Yes	No	No	No	0
149,266	No	Yes	Androgenetic Alopecia	Blood Pressure Medication	Biotin Deficiency	Moderate	24	Yes	Yes	Yes	No	0
129,605	Yes	Yes	Psoriasis	Chemotherapy	Protein deficiency	Low	24	No	Yes	No	No	0
157,538	Yes	No	Thyroid Problems	Antibiotics	No Data	High	23	Yes	No	Yes	No	0
140,772	Yes	No	Androgenetic Alopecia	Antidepressants	Biotin Deficiency	Moderate	47	Yes	No	Yes	No	1
172,639	Yes	Yes	Androgenetic Alopecia	Heart Medication	Iron deficiency	Moderate	29	Yes	No	Yes	No	1
116,356	No	Yes	Eczema	Antidepressants	Vitamin E deficiency	Moderate	42	No	No	Yes	No	1
119,044	Yes	No	Dermatitis	Antifungal Cream	Selenium deficiency	Low	27	Yes	No	Yes	No	0
194,617	Yes	No	Psoriasis	Antifungal Cream	Biotin Deficiency	High	35	No	No	No	No	0
160,472	No	No	Eczema	Chemotherapy	No Data	Moderate	23	No	No	Yes	No	0
116,483	Yes	No	Scalp Infection	Antidepressants	Protein deficiency	Low	19	Yes	Yes	No	No	1
125,476	Yes	Yes	Psoriasis	Chemotherapy	Biotin Deficiency	High	24	Yes	Yes	Yes	No	0
191,118	Yes	Yes	Alopecia Areata	Steroids	Protein deficiency	Low	35	No	No	Yes	Yes	0
150,786	No	No	Dermatosis	Antidepressants	Vitamin A Deficiency	Low	30	No	Yes	No	No	1
169,462	Yes	No	Eczema	Antibiotics	Vitamin A Deficiency	Low	48	Yes	Yes	Yes	Yes	0
176,009	Yes	Yes	Thyroid Problems	Heart Medication	Biotin Deficiency	Low	30	Yes	Yes	Yes	Yes	0
152,804	Yes	No	Seborrheic Dermatitis	Steroids	Zinc Deficiency	Moderate	39	Yes	No	No	Yes	0
188,581	Yes	No	Psoriasis	Antibiotics	Omega-3 fatty acids	Moderate	47	No	Yes	Yes	Yes	0
127,051	Yes	No	Thyroid Problems	Accutane	Biotin Deficiency	Low	43	Yes	Yes	No	No	1
149,333	No	Yes	Androgenetic Alopecia	Chemotherapy	Magnesium deficiency	High	27	Yes	Yes	Yes	Yes	1
142,915	No	Yes	Androgenetic Alopecia	Antibiotics	Zinc Deficiency	Moderate	42	Yes	Yes	Yes	Yes	0
135,476	No	No	Thyroid Problems	Antifungal Cream	No Data	Moderate	23	No	Yes	Yes	No	0
191,636	Yes	No	Seborrheic Dermatitis	Steroids	Biotin Deficiency	Low	42	Yes	No	Yes	No	1
145,250	No	No	Ringworm	Heart Medication	Selenium deficiency	Low	37	No	No	No	Yes	1
150,939	Yes	No	No Data	Antidepressants	Selenium deficiency	High	18	Yes	No	No	Yes	1
116,875	Yes	No	Androgenetic Alopecia	Heart Medication	Vitamin E deficiency	High	34	No	Yes	Yes	Yes	0
121,433	No	No	Psoriasis	Heart Medication	Iron deficiency	Low	18	Yes	Yes	No	No	0
187,558	No	No	Scalp Infection	Chemotherapy	Iron deficiency	High	29	Yes	Yes	No	Yes	1
158,241	No	Yes	Androgenetic Alopecia	Chemotherapy	Vitamin D Deficiency	High	27	No	Yes	Yes	Yes	1
193,610	Yes	No	Scalp Infection	Rogaine	Selenium deficiency	Moderate	35	No	Yes	No	Yes	0
135,928	No	No	Psoriasis	Rogaine	Biotin Deficiency	Low	39	No	No	No	Yes	0
166,445	Yes	No	No Data	Antidepressants	Omega-3 fatty acids	High	50	Yes	Yes	No	No	0
189,411	Yes	Yes	Dermatitis	Heart Medication	Omega-3 fatty acids	Moderate	32	Yes	No	No	No	1
136,501	No	No	Dermatitis	Accutane	Magnesium deficiency	Moderate	30	Yes	Yes	No	Yes	1
135,858	No	Yes	Psoriasis	Antidepressants	Protein deficiency	Low	45	Yes	No	Yes	Yes	1
120,402	No	Yes	Dermatitis	Chemotherapy	Zinc Deficiency	Low	19	Yes	No	Yes	No	0
189,702	No	No	Seborrheic Dermatitis	Antidepressants	Iron deficiency	Low	32	Yes	Yes	No	No	1
144,618	No	Yes	Seborrheic Dermatitis	Steroids	Iron deficiency	Moderate	20	No	Yes	Yes	No	1
193,188	No	Yes	Thyroid Problems	Antidepressants	Zinc Deficiency	Moderate	32	No	Yes	No	No	0
117,715	Yes	No	Scalp Infection	Immunomodulators	Protein deficiency	High	43	Yes	Yes	No	Yes	0
177,809	No	Yes	Androgenetic Alopecia	Rogaine	Protein deficiency	Moderate	38	Yes	No	No	Yes	1
136,782	Yes	No	Thyroid Problems	Chemotherapy	Vitamin E deficiency	Low	32	Yes	No	No	No	1
166,564	Yes	Yes	Androgenetic Alopecia	Steroids	Iron deficiency	High	26	Yes	Yes	No	Yes	1
150,038	No	Yes	Eczema	Antidepressants	Vitamin D Deficiency	Low	32	No	Yes	No	No	0
131,576	No	No	Thyroid Problems	Rogaine	Omega-3 fatty acids	Low	41	Yes	Yes	Yes	No	1
184,677	No	No	Seborrheic Dermatitis	Steroids	Vitamin E deficiency	High	33	Yes	No	No	Yes	0
139,985	Yes	No	Eczema	Antifungal Cream	Magnesium deficiency	Moderate	20	No	No	Yes	Yes	1
197,827	Yes	No	Alopecia Areata	Antidepressants	Selenium deficiency	Moderate	35	Yes	No	No	Yes	1
181,286	No	No	Androgenetic Alopecia	Rogaine	Biotin Deficiency	Low	26	Yes	No	Yes	No	0
160,629	Yes	No	Androgenetic Alopecia	Accutane	Selenium deficiency	Moderate	39	No	No	Yes	No	1
126,430	Yes	No	Dermatosis	Heart Medication	Omega-3 fatty acids	Moderate	30	No	Yes	Yes	No	0
118,891	Yes	No	Dermatosis	Immunomodulators	Protein deficiency	Low	25	Yes	Yes	No	Yes	0
180,554	No	No	No Data	Antibiotics	Selenium deficiency	Low	49	No	Yes	No	No	0
165,097	Yes	No	Seborrheic Dermatitis	Rogaine	Protein deficiency	Moderate	33	No	Yes	No	No	0
174,291	No	Yes	Scalp Infection	Rogaine	Protein deficiency	High	42	Yes	Yes	Yes	No	0
143,097	Yes	No	Seborrheic Dermatitis	Blood Pressure Medication	Vitamin A Deficiency	High	43	Yes	Yes	No	No	0
138,417	Yes	No	Androgenetic Alopecia	Antidepressants	Biotin Deficiency	Moderate	45	No	Yes	Yes	Yes	1
142,719	Yes	Yes	Psoriasis	Accutane	No Data	Low	23	Yes	No	Yes	Yes	1
187,524	No	No	Psoriasis	Antifungal Cream	Zinc Deficiency	Moderate	50	Yes	Yes	Yes	No	0
184,154	No	Yes	Alopecia Areata	Heart Medication	Selenium deficiency	Moderate	26	Yes	No	Yes	Yes	0
139,041	No	No	Dermatosis	Blood Pressure Medication	Vitamin D Deficiency	High	46	No	No	Yes	Yes	1
130,372	Yes	No	Androgenetic Alopecia	Antibiotics	Vitamin A Deficiency	Low	46	No	No	No	Yes	0
116,141	No	No	Psoriasis	Heart Medication	Selenium deficiency	Low	18	No	No	No	Yes	1
145,796	No	No	Thyroid Problems	Steroids	Vitamin A Deficiency	High	30	No	Yes	Yes	Yes	0
179,333	No	No	Alopecia Areata	Immunomodulators	Protein deficiency	High	42	Yes	Yes	No	No	0
127,751	Yes	No	Dermatosis	Antifungal Cream	Biotin Deficiency	Low	36	No	Yes	No	Yes	0
115,567	Yes	No	Androgenetic Alopecia	Antidepressants	Biotin Deficiency	Low	41	No	No	Yes	Yes	0
159,313	Yes	Yes	Dermatosis	Antibiotics	No Data	Moderate	22	Yes	No	Yes	Yes	0
124,591	No	No	Alopecia Areata	Antifungal Cream	Magnesium deficiency	High	44	Yes	No	Yes	No	1
129,466	Yes	Yes	Ringworm	Rogaine	Biotin Deficiency	Low	30	No	Yes	Yes	Yes	0
133,681	Yes	No	No Data	Steroids	Vitamin E deficiency	High	47	Yes	Yes	No	No	1
199,326	Yes	Yes	No Data	Heart Medication	Biotin Deficiency	High	18	No	Yes	Yes	Yes	0
193,156	No	No	Thyroid Problems	Rogaine	Iron deficiency	Moderate	29	Yes	No	No	Yes	0
145,366	No	No	Dermatitis	Antifungal Cream	Magnesium deficiency	Moderate	29	Yes	Yes	No	No	0
158,424	No	Yes	Seborrheic Dermatitis	Heart Medication	Biotin Deficiency	Moderate	47	No	No	No	Yes	1
143,233	No	No	Thyroid Problems	Antidepressants	Vitamin D Deficiency	High	36	Yes	No	No	No	0
154,174	No	No	Ringworm	Immunomodulators	Zinc Deficiency	Low	39	No	Yes	Yes	Yes	0
113,861	No	No	Scalp Infection	Antifungal Cream	Vitamin A Deficiency	Low	31	Yes	No	No	No	0
128,330	Yes	No	Dermatosis	Rogaine	Vitamin E deficiency	Low	33	No	No	No	No	1
169,583	No	No	Alopecia Areata	Antifungal Cream	Iron deficiency	Moderate	24	No	Yes	No	No	0
112,078	Yes	No	Psoriasis	Heart Medication	Omega-3 fatty acids	Low	32	Yes	No	Yes	Yes	0
136,552	Yes	Yes	Alopecia Areata	Immunomodulators	Magnesium deficiency	Moderate	47	No	Yes	No	No	0
198,729	Yes	No	Androgenetic Alopecia	Immunomodulators	Iron deficiency	High	25	No	No	No	Yes	0
148,475	No	No	Alopecia Areata	Chemotherapy	Biotin Deficiency	Low	44	Yes	Yes	No	No	1
137,696	No	No	No Data	Immunomodulators	Zinc Deficiency	High	50	No	No	Yes	Yes	1
118,011	Yes	Yes	Thyroid Problems	Antibiotics	Omega-3 fatty acids	Moderate	30	Yes	Yes	Yes	No	0
167,742	Yes	No	Alopecia Areata	Antifungal Cream	Zinc Deficiency	High	44	No	No	No	Yes	1