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
165,339	Yes	No	Thyroid Problems	Antidepressants	Biotin Deficiency	Moderate	44	No	Yes	No	No	0
111,480	Yes	Yes	Alopecia Areata	Antifungal Cream	Biotin Deficiency	Moderate	20	No	Yes	Yes	No	1
184,535	Yes	No	Alopecia Areata	Chemotherapy	Vitamin D Deficiency	High	42	Yes	Yes	Yes	Yes	1
112,711	No	Yes	No Data	Steroids	Magnesium deficiency	Low	40	No	No	Yes	Yes	0
124,274	Yes	No	Alopecia Areata	Chemotherapy	Vitamin D Deficiency	High	36	Yes	Yes	Yes	No	0
125,988	Yes	No	Ringworm	Heart Medication	Biotin Deficiency	Low	27	No	No	No	Yes	1
163,745	Yes	No	No Data	Antidepressants	Selenium deficiency	High	18	Yes	No	No	Yes	1
116,995	Yes	Yes	Thyroid Problems	Antibiotics	Selenium deficiency	Moderate	25	Yes	No	Yes	Yes	1
110,171	No	No	Psoriasis	Immunomodulators	Vitamin E deficiency	Low	41	Yes	No	No	Yes	0
145,674	Yes	Yes	Alopecia Areata	Accutane	Selenium deficiency	Moderate	26	No	Yes	Yes	No	0
125,664	Yes	No	Scalp Infection	Heart Medication	Selenium deficiency	High	34	Yes	Yes	No	Yes	1
133,394	No	No	Scalp Infection	Rogaine	Biotin Deficiency	High	35	No	No	No	No	1
149,919	Yes	No	Dermatitis	Antidepressants	Biotin Deficiency	Moderate	32	Yes	No	Yes	No	1
143,567	No	No	Eczema	Blood Pressure Medication	Omega-3 fatty acids	Low	32	Yes	No	Yes	No	1
180,413	No	No	Thyroid Problems	Rogaine	Selenium deficiency	High	46	Yes	Yes	Yes	Yes	0
181,621	Yes	No	No Data	Rogaine	Omega-3 fatty acids	Low	47	Yes	Yes	Yes	No	0
135,076	No	Yes	Eczema	Blood Pressure Medication	Vitamin A Deficiency	High	45	No	No	No	No	0
176,304	Yes	Yes	Dermatosis	Antidepressants	Protein deficiency	Low	32	No	Yes	No	Yes	1
161,199	Yes	No	Androgenetic Alopecia	Antibiotics	No Data	Low	21	Yes	Yes	Yes	No	1
122,472	No	Yes	No Data	Rogaine	Vitamin E deficiency	Low	40	No	No	No	No	0
155,189	No	Yes	Androgenetic Alopecia	Accutane	Vitamin D Deficiency	Moderate	32	Yes	No	Yes	Yes	1
140,565	No	No	Eczema	Antibiotics	Protein deficiency	High	36	Yes	No	No	Yes	1
138,203	Yes	No	Psoriasis	Steroids	No Data	High	22	Yes	Yes	No	No	1
129,094	Yes	Yes	Scalp Infection	Rogaine	Vitamin D Deficiency	Moderate	38	No	Yes	Yes	Yes	0
123,443	No	No	Ringworm	Steroids	Protein deficiency	High	45	No	Yes	Yes	Yes	0
170,125	No	Yes	Psoriasis	Immunomodulators	Omega-3 fatty acids	Moderate	41	Yes	No	Yes	No	0
157,537	Yes	No	Eczema	Immunomodulators	Vitamin A Deficiency	Low	19	Yes	Yes	No	No	0
160,195	No	No	Psoriasis	Steroids	No Data	Moderate	23	Yes	No	No	Yes	0
196,877	No	No	Androgenetic Alopecia	Antifungal Cream	Selenium deficiency	Moderate	37	No	No	Yes	No	1
152,803	No	No	Seborrheic Dermatitis	Chemotherapy	Biotin Deficiency	High	35	No	No	Yes	Yes	0
153,992	Yes	No	Thyroid Problems	Rogaine	Biotin Deficiency	Moderate	20	No	Yes	Yes	Yes	1
110,011	No	Yes	Alopecia Areata	Chemotherapy	Iron deficiency	Low	32	Yes	No	Yes	Yes	1
192,797	Yes	No	Alopecia Areata	Immunomodulators	Zinc Deficiency	Moderate	44	No	No	No	Yes	0
138,397	Yes	No	Thyroid Problems	Accutane	Vitamin A Deficiency	Low	43	Yes	Yes	Yes	Yes	1
134,851	No	Yes	Thyroid Problems	Blood Pressure Medication	Magnesium deficiency	Low	19	No	No	Yes	Yes	1
189,092	Yes	Yes	Alopecia Areata	Accutane	Vitamin E deficiency	Low	48	No	No	No	Yes	1
198,711	Yes	No	Psoriasis	Accutane	Vitamin A Deficiency	Moderate	33	Yes	No	No	No	1
149,237	Yes	Yes	No Data	Rogaine	Vitamin E deficiency	High	40	Yes	No	Yes	No	0
149,697	Yes	Yes	Dermatosis	Heart Medication	Vitamin E deficiency	High	27	Yes	No	No	Yes	0
158,671	No	Yes	Psoriasis	Heart Medication	Vitamin D Deficiency	Low	46	No	Yes	No	Yes	0
183,735	No	Yes	Thyroid Problems	Antibiotics	Protein deficiency	Moderate	26	Yes	No	No	Yes	0
172,857	No	Yes	Scalp Infection	Accutane	Selenium deficiency	Low	24	Yes	No	No	No	0
163,803	Yes	No	No Data	Accutane	Iron deficiency	High	47	No	Yes	Yes	No	0
152,667	No	Yes	Alopecia Areata	Heart Medication	Magnesium deficiency	Moderate	32	Yes	Yes	Yes	No	0
182,971	Yes	No	No Data	Antifungal Cream	Biotin Deficiency	Low	40	No	Yes	Yes	No	0
115,725	Yes	No	Ringworm	Antibiotics	Vitamin A Deficiency	Low	18	No	Yes	No	No	0
143,444	No	No	Eczema	Steroids	Vitamin D Deficiency	Moderate	32	No	Yes	Yes	Yes	0
192,088	No	Yes	Eczema	Rogaine	Magnesium deficiency	High	48	Yes	Yes	Yes	Yes	1
173,618	No	Yes	No Data	Heart Medication	Iron deficiency	High	49	No	No	No	No	1
152,951	Yes	No	Thyroid Problems	Accutane	Biotin Deficiency	Moderate	43	No	Yes	Yes	Yes	0
153,329	Yes	No	Psoriasis	Heart Medication	Magnesium deficiency	Low	29	No	Yes	No	Yes	1
129,387	No	No	Thyroid Problems	Blood Pressure Medication	Selenium deficiency	High	44	No	Yes	No	Yes	0
137,347	Yes	No	No Data	Accutane	Selenium deficiency	High	50	No	No	No	Yes	0
111,376	No	Yes	Thyroid Problems	Heart Medication	No Data	High	23	No	No	Yes	Yes	1
182,295	No	No	Dermatosis	Antidepressants	Vitamin D Deficiency	Moderate	32	Yes	No	No	No	0
119,601	No	No	Thyroid Problems	Blood Pressure Medication	Selenium deficiency	High	31	No	No	Yes	Yes	0
179,522	No	No	Eczema	Rogaine	Omega-3 fatty acids	Moderate	34	Yes	Yes	No	Yes	0
142,032	Yes	No	Psoriasis	Steroids	Iron deficiency	Moderate	41	No	No	Yes	No	0
145,746	No	Yes	Dermatosis	Heart Medication	Omega-3 fatty acids	Low	42	No	No	No	No	1
146,014	No	Yes	Dermatosis	Antidepressants	Vitamin E deficiency	Moderate	34	No	Yes	No	Yes	1
127,434	No	Yes	Scalp Infection	Accutane	Vitamin E deficiency	High	24	Yes	Yes	Yes	Yes	1
192,455	Yes	Yes	Ringworm	Heart Medication	Zinc Deficiency	High	26	No	Yes	No	No	1
110,182	No	No	Thyroid Problems	Steroids	Magnesium deficiency	High	29	Yes	No	Yes	Yes	1
159,007	No	Yes	Dermatosis	Antibiotics	Selenium deficiency	Moderate	31	No	No	No	No	1
135,974	Yes	Yes	Alopecia Areata	Rogaine	Biotin Deficiency	Low	18	Yes	No	Yes	Yes	1
170,683	No	Yes	Ringworm	Accutane	Protein deficiency	High	37	Yes	Yes	No	No	0
120,409	Yes	Yes	Ringworm	Chemotherapy	Selenium deficiency	Moderate	50	Yes	No	No	No	0
193,047	No	No	Seborrheic Dermatitis	Heart Medication	Magnesium deficiency	Moderate	41	Yes	No	Yes	No	1
145,504	No	No	Psoriasis	Accutane	Protein deficiency	High	29	Yes	Yes	No	Yes	1
169,806	Yes	Yes	No Data	Antidepressants	Vitamin D Deficiency	High	49	Yes	No	Yes	Yes	1
138,782	No	Yes	Seborrheic Dermatitis	Accutane	Omega-3 fatty acids	Moderate	48	No	Yes	No	No	1
187,552	No	Yes	Dermatosis	Rogaine	Zinc Deficiency	Moderate	27	Yes	Yes	Yes	Yes	1
143,119	Yes	No	No Data	Antifungal Cream	Zinc Deficiency	Low	49	No	Yes	Yes	Yes	0
132,614	No	Yes	Ringworm	Antibiotics	Protein deficiency	Moderate	28	No	Yes	Yes	No	1
151,826	Yes	No	No Data	Blood Pressure Medication	Vitamin D Deficiency	High	49	No	Yes	No	No	0
194,749	Yes	No	Eczema	Steroids	Vitamin A Deficiency	Low	27	Yes	No	No	Yes	0
157,276	No	No	Scalp Infection	Steroids	Magnesium deficiency	Low	39	Yes	No	Yes	Yes	1
193,180	No	Yes	Seborrheic Dermatitis	Immunomodulators	Zinc Deficiency	Moderate	35	No	Yes	No	Yes	1
136,484	Yes	Yes	Androgenetic Alopecia	Antidepressants	Magnesium deficiency	Moderate	38	No	No	No	No	1
145,431	No	Yes	Ringworm	Chemotherapy	Vitamin E deficiency	Moderate	37	No	Yes	Yes	Yes	1
189,353	No	Yes	Scalp Infection	Rogaine	No Data	High	23	Yes	No	No	Yes	0
152,056	Yes	No	Alopecia Areata	Antibiotics	Vitamin A Deficiency	Moderate	28	No	No	Yes	Yes	0
112,416	No	No	Thyroid Problems	Blood Pressure Medication	Vitamin A Deficiency	High	41	No	Yes	Yes	Yes	0
187,721	Yes	No	Alopecia Areata	Blood Pressure Medication	Biotin Deficiency	Moderate	35	No	No	Yes	Yes	0
178,020	No	No	Alopecia Areata	Antifungal Cream	Vitamin A Deficiency	High	28	Yes	Yes	No	Yes	0
189,840	Yes	No	Scalp Infection	Antifungal Cream	Vitamin A Deficiency	Low	42	No	No	No	Yes	1
151,390	Yes	Yes	No Data	Blood Pressure Medication	Omega-3 fatty acids	Low	40	No	Yes	Yes	No	1
182,960	Yes	Yes	Dermatitis	Antibiotics	Iron deficiency	Low	33	No	No	Yes	No	1
115,149	No	No	Alopecia Areata	Antifungal Cream	Biotin Deficiency	Low	39	No	No	No	No	0
115,197	No	No	No Data	Antifungal Cream	Selenium deficiency	High	40	No	No	No	Yes	1
116,855	Yes	No	No Data	Heart Medication	Omega-3 fatty acids	Low	47	Yes	Yes	No	No	0
142,851	Yes	No	Dermatitis	Blood Pressure Medication	Magnesium deficiency	Low	28	Yes	No	No	Yes	1
128,854	Yes	Yes	Ringworm	Steroids	Vitamin D Deficiency	Moderate	18	Yes	No	Yes	Yes	0
115,151	No	No	Thyroid Problems	Chemotherapy	Zinc Deficiency	Moderate	45	No	Yes	Yes	No	0
140,645	Yes	No	No Data	Steroids	Biotin Deficiency	High	50	Yes	No	Yes	Yes	0
162,807	No	No	Dermatitis	Antidepressants	Vitamin D Deficiency	Low	18	Yes	Yes	Yes	Yes	1
125,652	Yes	Yes	No Data	Rogaine	Iron deficiency	Low	47	Yes	No	No	No	1
157,545	No	No	Eczema	Steroids	Omega-3 fatty acids	Low	32	Yes	Yes	No	Yes	1
138,267	No	No	Seborrheic Dermatitis	Immunomodulators	Vitamin E deficiency	High	43	Yes	Yes	Yes	Yes	0
166,759	No	Yes	No Data	Immunomodulators	Magnesium deficiency	High	18	No	Yes	No	No	1