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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
160,302	Yes	Yes	Ringworm	Accutane	Zinc Deficiency	High	45	No	Yes	No	Yes	0
123,003	Yes	Yes	Thyroid Problems	Accutane	Omega-3 fatty acids	Low	27	Yes	Yes	No	No	0
199,448	Yes	Yes	Eczema	Antifungal Cream	Vitamin D Deficiency	Low	29	No	No	Yes	Yes	0
165,670	No	No	Dermatitis	Antifungal Cream	No Data	Low	21	Yes	Yes	No	No	0
167,494	No	No	Scalp Infection	Antidepressants	Selenium deficiency	Moderate	36	Yes	No	Yes	No	0
114,276	Yes	Yes	Dermatosis	Heart Medication	Zinc Deficiency	Moderate	38	Yes	No	Yes	Yes	0
174,962	Yes	Yes	Alopecia Areata	Antibiotics	Selenium deficiency	Moderate	32	No	Yes	Yes	No	1
188,932	No	Yes	No Data	Chemotherapy	Zinc Deficiency	Low	40	Yes	No	Yes	Yes	1
171,050	Yes	Yes	No Data	Accutane	Vitamin E deficiency	Low	40	Yes	No	Yes	Yes	1
185,085	Yes	No	Eczema	Heart Medication	Zinc Deficiency	Moderate	33	No	No	Yes	No	1
135,813	Yes	No	Dermatitis	Immunomodulators	No Data	Low	22	Yes	No	No	Yes	1
167,548	No	Yes	Seborrheic Dermatitis	Antifungal Cream	Vitamin E deficiency	Low	18	Yes	Yes	Yes	No	0
175,168	No	Yes	Dermatitis	Antidepressants	Selenium deficiency	High	38	No	No	No	Yes	0
119,665	Yes	Yes	Scalp Infection	Steroids	Zinc Deficiency	High	26	Yes	Yes	Yes	Yes	1
120,756	Yes	Yes	Dermatosis	Antifungal Cream	No Data	High	22	No	No	No	No	0
176,955	No	No	Androgenetic Alopecia	Accutane	No Data	Low	21	No	No	No	Yes	0
134,437	No	Yes	Androgenetic Alopecia	Rogaine	Zinc Deficiency	Moderate	30	No	No	Yes	No	0
198,598	No	Yes	Scalp Infection	Antifungal Cream	Zinc Deficiency	High	48	Yes	No	Yes	No	0
145,189	Yes	No	Androgenetic Alopecia	Antifungal Cream	Vitamin D Deficiency	Moderate	24	No	Yes	Yes	No	1
158,782	Yes	Yes	Dermatitis	Heart Medication	No Data	Moderate	22	Yes	No	Yes	No	1
150,506	No	Yes	No Data	Accutane	Vitamin A Deficiency	Low	40	Yes	No	No	No	1
172,667	Yes	Yes	Alopecia Areata	Heart Medication	Vitamin D Deficiency	High	44	Yes	Yes	Yes	No	1
139,530	No	Yes	Dermatitis	Blood Pressure Medication	Vitamin D Deficiency	Moderate	47	Yes	No	Yes	Yes	0
180,503	Yes	No	No Data	Accutane	Zinc Deficiency	High	47	Yes	No	Yes	No	1
145,372	No	Yes	Androgenetic Alopecia	Antidepressants	Vitamin D Deficiency	Moderate	47	Yes	Yes	No	No	1
152,680	Yes	No	Psoriasis	Rogaine	Omega-3 fatty acids	Low	41	No	Yes	Yes	Yes	0
143,576	No	Yes	Thyroid Problems	Antibiotics	Vitamin A Deficiency	Low	45	Yes	Yes	No	No	1
122,580	Yes	No	Psoriasis	Antidepressants	Protein deficiency	Moderate	26	Yes	No	Yes	Yes	0
141,380	Yes	No	Eczema	Accutane	Omega-3 fatty acids	Moderate	29	Yes	No	Yes	No	1
157,362	Yes	No	Androgenetic Alopecia	Rogaine	No Data	Low	22	Yes	No	Yes	No	0
180,433	No	Yes	Thyroid Problems	Heart Medication	Vitamin D Deficiency	Moderate	39	No	Yes	No	No	0
175,900	No	Yes	Scalp Infection	Blood Pressure Medication	Vitamin E deficiency	High	27	Yes	Yes	No	No	1
179,608	Yes	Yes	Androgenetic Alopecia	Rogaine	Vitamin D Deficiency	High	48	Yes	No	No	Yes	1
181,046	Yes	Yes	Seborrheic Dermatitis	Antibiotics	Vitamin D Deficiency	Moderate	29	No	No	Yes	Yes	1
126,134	Yes	No	Psoriasis	Accutane	Biotin Deficiency	Low	33	Yes	No	No	No	0
113,506	Yes	Yes	Scalp Infection	Antibiotics	Vitamin D Deficiency	High	46	No	No	No	No	1
137,465	No	Yes	Psoriasis	Blood Pressure Medication	Omega-3 fatty acids	Low	45	No	Yes	Yes	Yes	0
192,709	No	Yes	Thyroid Problems	Blood Pressure Medication	Biotin Deficiency	Moderate	32	No	Yes	Yes	Yes	0
113,981	Yes	Yes	Psoriasis	Blood Pressure Medication	Magnesium deficiency	High	35	Yes	No	Yes	Yes	1
196,186	No	Yes	Ringworm	Blood Pressure Medication	Omega-3 fatty acids	High	25	Yes	No	No	No	0
139,801	No	Yes	Dermatosis	Chemotherapy	Biotin Deficiency	Low	31	Yes	No	No	Yes	0
197,074	Yes	Yes	No Data	Antifungal Cream	Zinc Deficiency	High	40	No	Yes	Yes	No	0
112,566	No	Yes	Alopecia Areata	Accutane	Omega-3 fatty acids	High	30	No	No	Yes	No	0
189,891	Yes	No	No Data	Heart Medication	Protein deficiency	Low	49	No	Yes	Yes	No	0
165,273	No	Yes	Androgenetic Alopecia	Steroids	No Data	High	23	Yes	No	No	No	1
188,725	No	Yes	Alopecia Areata	Heart Medication	Omega-3 fatty acids	Low	43	Yes	Yes	Yes	Yes	1
119,349	No	Yes	Dermatitis	Antidepressants	Selenium deficiency	Moderate	38	No	No	Yes	No	0
118,536	Yes	No	Alopecia Areata	Accutane	Biotin Deficiency	High	31	Yes	No	Yes	No	1
147,633	No	Yes	Scalp Infection	Accutane	Biotin Deficiency	Low	36	No	Yes	Yes	Yes	0
140,516	No	Yes	Dermatosis	Antifungal Cream	Omega-3 fatty acids	High	28	No	Yes	No	Yes	1
162,210	Yes	No	No Data	Steroids	Vitamin E deficiency	High	50	Yes	Yes	Yes	Yes	0
145,628	No	Yes	Thyroid Problems	Rogaine	Vitamin A Deficiency	Low	48	No	No	Yes	No	1
170,682	Yes	Yes	Seborrheic Dermatitis	Accutane	Selenium deficiency	High	28	No	No	No	No	1
162,514	Yes	Yes	Dermatitis	Chemotherapy	No Data	Low	22	Yes	Yes	No	No	0
136,172	No	No	No Data	Chemotherapy	Magnesium deficiency	Low	40	Yes	Yes	Yes	No	0
177,903	No	Yes	Alopecia Areata	Immunomodulators	Vitamin A Deficiency	High	27	No	No	Yes	No	0
123,131	Yes	No	Eczema	Chemotherapy	Vitamin A Deficiency	Moderate	32	Yes	No	No	No	0
110,711	Yes	Yes	Eczema	Blood Pressure Medication	Magnesium deficiency	Low	18	No	Yes	No	Yes	0
117,255	Yes	Yes	No Data	Blood Pressure Medication	Magnesium deficiency	Low	47	No	No	Yes	Yes	0
190,490	Yes	No	Dermatitis	Antibiotics	Iron deficiency	Moderate	41	No	No	No	No	1
166,710	No	Yes	Scalp Infection	Antidepressants	Omega-3 fatty acids	High	41	No	Yes	Yes	Yes	1
142,195	Yes	No	Dermatitis	Chemotherapy	Vitamin E deficiency	High	43	Yes	Yes	Yes	Yes	1
160,168	Yes	No	Thyroid Problems	Antidepressants	Protein deficiency	Moderate	48	No	Yes	Yes	Yes	0
157,103	No	No	Seborrheic Dermatitis	Accutane	Vitamin A Deficiency	Low	41	Yes	Yes	No	Yes	1
131,707	Yes	Yes	Dermatosis	Antidepressants	Vitamin D Deficiency	Moderate	19	No	Yes	No	Yes	1
113,222	Yes	No	Androgenetic Alopecia	Chemotherapy	No Data	Moderate	22	No	No	No	Yes	1
187,997	Yes	No	Psoriasis	Antibiotics	Magnesium deficiency	Low	35	No	Yes	No	Yes	1
186,809	Yes	Yes	Psoriasis	Heart Medication	Vitamin D Deficiency	High	38	No	No	No	No	1
125,868	Yes	No	No Data	Antibiotics	Magnesium deficiency	High	20	Yes	Yes	Yes	Yes	0
131,512	Yes	No	Seborrheic Dermatitis	Rogaine	Biotin Deficiency	Moderate	40	No	No	Yes	Yes	1
168,989	No	Yes	Seborrheic Dermatitis	Accutane	Iron deficiency	Low	30	No	No	Yes	Yes	1
160,210	Yes	Yes	Psoriasis	Immunomodulators	Selenium deficiency	Moderate	40	No	No	No	No	1
130,207	No	No	Psoriasis	Blood Pressure Medication	Protein deficiency	High	43	No	Yes	Yes	Yes	0
175,689	No	No	Ringworm	Chemotherapy	Zinc Deficiency	High	28	No	No	Yes	Yes	1
154,877	No	No	Psoriasis	Chemotherapy	Omega-3 fatty acids	Low	48	Yes	Yes	No	No	0
156,934	No	No	Ringworm	Antidepressants	Selenium deficiency	Moderate	40	Yes	Yes	No	No	1
116,651	Yes	No	Seborrheic Dermatitis	Antibiotics	Vitamin A Deficiency	Low	33	Yes	Yes	Yes	No	0
136,309	Yes	Yes	Alopecia Areata	Rogaine	Vitamin A Deficiency	Low	19	Yes	Yes	No	Yes	1
144,338	Yes	No	Alopecia Areata	Blood Pressure Medication	Selenium deficiency	Moderate	20	No	Yes	No	No	1
112,830	No	Yes	Psoriasis	Heart Medication	No Data	Low	23	No	No	No	Yes	0
115,049	Yes	Yes	Ringworm	Immunomodulators	Vitamin E deficiency	High	36	Yes	Yes	Yes	No	0
170,695	Yes	Yes	Dermatosis	Steroids	Zinc Deficiency	Moderate	43	No	No	No	No	1
189,001	Yes	Yes	Thyroid Problems	Steroids	Iron deficiency	Moderate	29	No	No	Yes	Yes	1
194,318	Yes	Yes	Thyroid Problems	Accutane	No Data	Moderate	21	Yes	Yes	No	No	1
116,802	No	Yes	No Data	Rogaine	Biotin Deficiency	Low	40	No	Yes	Yes	No	0
148,742	Yes	Yes	Dermatitis	Antifungal Cream	Vitamin D Deficiency	Moderate	46	Yes	No	Yes	No	1
168,855	Yes	Yes	No Data	Chemotherapy	Vitamin A Deficiency	High	19	No	No	Yes	No	1
149,911	Yes	No	Psoriasis	Blood Pressure Medication	Vitamin A Deficiency	High	24	No	Yes	No	No	1
110,171	Yes	No	Thyroid Problems	Antifungal Cream	Selenium deficiency	Low	25	Yes	No	Yes	Yes	0
176,752	No	Yes	Dermatitis	Antifungal Cream	Zinc Deficiency	High	43	No	No	No	No	1
124,082	No	No	Seborrheic Dermatitis	Antifungal Cream	Vitamin D Deficiency	Moderate	43	Yes	No	Yes	No	1
174,302	No	No	Ringworm	Rogaine	Protein deficiency	Low	39	Yes	No	Yes	No	1
138,502	Yes	No	Dermatosis	Accutane	No Data	Low	21	Yes	Yes	No	No	1
190,611	Yes	Yes	Psoriasis	Rogaine	Zinc Deficiency	Moderate	46	No	Yes	No	Yes	0
120,849	No	Yes	Thyroid Problems	Chemotherapy	Vitamin D Deficiency	Moderate	36	Yes	Yes	Yes	Yes	1
144,587	Yes	No	Scalp Infection	Accutane	Vitamin D Deficiency	Low	33	No	No	Yes	Yes	0
190,057	Yes	Yes	Androgenetic Alopecia	Blood Pressure Medication	Vitamin A Deficiency	Low	29	Yes	Yes	No	Yes	0
174,402	No	No	Androgenetic Alopecia	Antidepressants	Vitamin A Deficiency	Moderate	44	No	No	No	No	0
149,152	Yes	Yes	Androgenetic Alopecia	Antibiotics	Vitamin A Deficiency	Moderate	39	Yes	No	Yes	Yes	1
164,266	Yes	Yes	Dermatosis	Steroids	Vitamin D Deficiency	Moderate	32	Yes	No	Yes	No	0