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preprocessed_json_patients_symptoms_to_diagnosis

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train · 1.3k rows

Age int64 18 90 ⌀	Gender stringclasses 3 values	Ethnicity stringclasses 5 values	Region stringclasses 3 values	Socioeconomic Status stringclasses 3 values	Symptom Description stringclasses 15 values	Symptom Severity int64 1 10 ⌀	Duration of Symptoms (days) int64 1 30 ⌀	Additional Symptoms stringclasses 5 values	Chronic Condition stringclasses 3 values	Allergies stringclasses 4 values	Previous Visits int64 0 10 ⌀	Potential Condition stringclasses 15 values	Suggested Action stringclasses 3 values
18	Male	Asian	Urban	null	sore throat and difficulty swallowing	10	13	nausea	Hypertension	Peanuts	6	null	Take Home Care Measures
21	Male	Caucasian	Urban	Low	fatigue and weakness	null	8	muscle aches	Asthma	Peanuts	2	Allergic Reaction	Take Home Care Measures
null	Male	Caucasian	Rural	Middle	fatigue and weakness	null	8	none	Asthma	null	9	Flu	Take Home Care Measures
27	Other	Other	Urban	High	numbness in legs	10	2	null	Hypertension	Dust	1	Kidney Stones	Visit Doctor
20	Male	null	Suburban	Low	fever and body aches	4	19	nausea	null	Penicillin	6	Arthritis	Go to Emergency
81	Male	Asian	null	High	fatigue and weakness	1	null	nausea	Hypertension	Dust	4	Gastroenteritis	Go to Emergency
71	Other	Hispanic	Suburban	null	chest pain	null	null	muscle aches	Hypertension	null	9	null	Visit Doctor
77	null	Asian	Rural	Middle	frequent urination	2	7	nausea	Asthma	null	9	Asthma	Take Home Care Measures
29	Male	Other	Urban	Middle	severe dizziness	5	15	none	Asthma	Peanuts	0	Sinus Infection	Visit Doctor
79	Male	Asian	Suburban	Middle	chest pain	null	null	nausea	Asthma	null	5	Gastroenteritis	null
41	null	African American	Rural	Middle	mild headache	null	27	null	null	null	9	Diabetes	Go to Emergency
87	Female	Asian	Suburban	High	frequent urination	6	14	nausea	null	null	0	Asthma	Visit Doctor
null	Female	Asian	Suburban	High	fever and body aches	6	17	null	Diabetes	Dust	1	Asthma	Visit Doctor
null	Male	Hispanic	null	Middle	sore throat and difficulty swallowing	9	26	fever	Hypertension	Dust	5	COVID-19	Go to Emergency
55	Female	African American	Rural	Low	nausea and vomiting	9	5	fatigue	null	Penicillin	8	Migraine	Visit Doctor
null	Male	Other	null	High	fever and body aches	6	null	null	null	Peanuts	null	Common Cold	Take Home Care Measures
56	Male	Other	Rural	Middle	mild headache	9	null	fatigue	Asthma	Peanuts	4	null	Take Home Care Measures
49	Male	null	Rural	Low	fever and body aches	5	null	null	null	null	2	Arthritis	Take Home Care Measures
null	Other	Asian	Rural	Middle	numbness in legs	4	29	fever	Hypertension	Penicillin	2	Arthritis	Visit Doctor
69	null	Other	Suburban	null	sore throat and difficulty swallowing	2	3	fatigue	Asthma	Dust	null	null	Go to Emergency
26	Male	Asian	null	High	back pain and muscle stiffness	3	6	null	Hypertension	Dust	null	Migraine	Go to Emergency
55	Other	Caucasian	Urban	Low	skin rash	3	10	fatigue	null	Peanuts	5	Allergic Reaction	Go to Emergency
38	Male	Caucasian	Rural	High	blurry vision	10	16	muscle aches	Diabetes	Pollen	4	Flu	null
63	null	Hispanic	Suburban	Low	numbness in legs	null	19	muscle aches	null	Peanuts	3	Gastroenteritis	Visit Doctor
35	Female	Asian	Rural	High	persistent cough and shortness of breath	1	13	null	Diabetes	null	8	Migraine	Take Home Care Measures
47	null	Caucasian	null	High	skin rash	9	17	fatigue	null	Dust	1	null	Visit Doctor
null	Female	African American	null	High	back pain and muscle stiffness	5	6	nausea	null	Pollen	8	Asthma	Visit Doctor
77	Male	Asian	Suburban	Low	frequent urination	null	26	nausea	Diabetes	Peanuts	null	Food Poisoning	Take Home Care Measures
42	Female	Caucasian	Suburban	Middle	frequent urination	1	16	null	Diabetes	Pollen	2	Arthritis	Take Home Care Measures
33	Male	Hispanic	Urban	Low	fatigue and weakness	9	29	fatigue	Hypertension	null	null	Common Cold	null
null	Female	Other	Suburban	Low	fever and body aches	null	16	muscle aches	Diabetes	Peanuts	8	Allergic Reaction	Take Home Care Measures
77	Female	Hispanic	Rural	null	blurry vision	9	14	none	Asthma	Dust	1	Sinus Infection	Go to Emergency
72	Male	Other	Urban	null	blurry vision	4	2	null	Hypertension	Penicillin	0	Kidney Stones	Go to Emergency
88	null	Asian	Suburban	High	sharp stomach pain	8	2	fever	null	Peanuts	4	null	Go to Emergency
90	Male	null	Suburban	Low	frequent urination	10	10	nausea	Hypertension	Peanuts	10	Kidney Stones	Take Home Care Measures
null	Female	Hispanic	null	Middle	sore throat and difficulty swallowing	9	30	null	Diabetes	null	10	null	Take Home Care Measures
26	Female	Other	null	Low	joint pain and swelling	4	16	null	null	null	0	Muscle Strain	Visit Doctor
39	Other	Asian	Rural	Middle	frequent urination	6	5	fatigue	Hypertension	null	4	Food Poisoning	Take Home Care Measures
83	Other	Hispanic	Suburban	High	fever and body aches	null	24	fever	null	Pollen	3	Sinus Infection	null
66	Female	Hispanic	Rural	Low	sharp stomach pain	3	9	muscle aches	null	null	null	Anxiety	Go to Emergency
31	Male	Asian	Rural	Middle	mild headache	null	24	muscle aches	Asthma	Penicillin	null	Food Poisoning	Visit Doctor
61	null	Caucasian	Suburban	High	nausea and vomiting	3	9	nausea	Asthma	Penicillin	10	Sinus Infection	Visit Doctor
null	Other	Caucasian	null	null	blurry vision	3	15	muscle aches	null	null	1	null	Visit Doctor
76	Female	null	Urban	Middle	persistent cough and shortness of breath	3	11	none	Hypertension	Pollen	0	Migraine	Go to Emergency
53	Female	Caucasian	Urban	null	joint pain and swelling	6	14	muscle aches	null	null	4	Common Cold	Take Home Care Measures
null	Other	Asian	Urban	Middle	nausea and vomiting	7	29	nausea	null	Penicillin	null	Hypertension	Visit Doctor
43	Female	Hispanic	Rural	High	nausea and vomiting	10	null	none	null	null	3	Sinus Infection	Visit Doctor
null	Other	Other	Urban	Low	chest pain	null	null	nausea	Hypertension	Pollen	7	Migraine	Visit Doctor
27	Female	Other	Suburban	Low	sharp stomach pain	10	24	none	Diabetes	Pollen	9	Migraine	null
76	Female	Caucasian	Suburban	Middle	numbness in legs	6	4	fever	Hypertension	null	4	Allergic Reaction	Visit Doctor
42	Male	null	Rural	null	back pain and muscle stiffness	4	11	muscle aches	Diabetes	Peanuts	7	Gastroenteritis	Take Home Care Measures
19	Female	Asian	Suburban	High	fever and body aches	9	4	fatigue	Diabetes	Peanuts	8	Allergic Reaction	Go to Emergency
20	null	African American	Suburban	Low	blurry vision	2	null	null	Hypertension	Pollen	5	Flu	Go to Emergency
73	Female	Hispanic	Urban	High	chest pain	4	29	nausea	null	null	1	Allergic Reaction	Visit Doctor
55	Female	Other	Rural	High	severe dizziness	1	null	none	null	Penicillin	null	Migraine	Visit Doctor
61	Female	African American	null	null	sharp stomach pain	4	1	fatigue	null	Pollen	10	Asthma	Take Home Care Measures
88	null	Other	Rural	High	fever and body aches	7	29	fatigue	Hypertension	Dust	6	Flu	Go to Emergency
52	Other	Hispanic	null	Middle	nausea and vomiting	2	27	null	Hypertension	null	8	Diabetes	null
27	Other	Hispanic	Rural	Middle	blurry vision	1	null	fatigue	Diabetes	Pollen	8	null	Go to Emergency
null	Male	Caucasian	Suburban	Low	back pain and muscle stiffness	1	15	fever	Hypertension	null	0	Anxiety	Take Home Care Measures
77	Other	null	Suburban	Low	fatigue and weakness	9	8	fatigue	Hypertension	Penicillin	6	COVID-19	null
48	Female	null	Urban	High	persistent cough and shortness of breath	7	22	nausea	null	Penicillin	9	null	Take Home Care Measures
73	Female	African American	Suburban	Low	persistent cough and shortness of breath	4	11	nausea	Asthma	Dust	null	null	Go to Emergency
25	Other	Hispanic	Suburban	null	frequent urination	8	2	none	null	Peanuts	6	Flu	Visit Doctor
85	Male	Caucasian	Rural	Low	numbness in legs	7	null	null	null	null	1	Asthma	Visit Doctor
18	Other	Asian	Urban	Low	chest pain	7	25	nausea	Asthma	Penicillin	8	COVID-19	Go to Emergency
79	Other	African American	Rural	Middle	chest pain	null	30	fever	null	Peanuts	5	Arthritis	Go to Emergency
54	Other	Other	Rural	Middle	frequent urination	5	null	fever	null	null	2	null	Go to Emergency
65	Female	Caucasian	null	High	sharp stomach pain	1	27	nausea	Hypertension	Peanuts	10	Sinus Infection	Go to Emergency
null	Female	Hispanic	Suburban	Low	blurry vision	null	27	null	null	null	4	Asthma	Visit Doctor
19	Male	Asian	Suburban	High	frequent urination	2	18	muscle aches	Hypertension	Pollen	1	COVID-19	Go to Emergency
47	Female	Caucasian	Urban	Low	nausea and vomiting	5	8	fever	Hypertension	null	5	Common Cold	Visit Doctor
75	null	Hispanic	null	Low	skin rash	3	7	fever	null	Dust	0	COVID-19	null
62	Other	African American	Suburban	Low	back pain and muscle stiffness	9	12	none	Hypertension	null	0	Anxiety	Go to Emergency
79	Female	null	Urban	Middle	joint pain and swelling	null	9	fatigue	null	null	1	Migraine	Go to Emergency
20	null	Other	Rural	High	skin rash	4	9	null	Asthma	Penicillin	6	Migraine	Go to Emergency
54	Female	Caucasian	Urban	Middle	sore throat and difficulty swallowing	4	14	fatigue	Hypertension	Pollen	9	Arthritis	null
51	Other	Asian	Suburban	Middle	fatigue and weakness	null	29	none	null	null	1	Flu	null
71	Other	African American	Suburban	High	fever and body aches	null	22	none	Hypertension	Penicillin	4	null	Visit Doctor
24	Male	Caucasian	Rural	High	fatigue and weakness	4	18	fever	Hypertension	Peanuts	1	Food Poisoning	Go to Emergency
52	Male	Caucasian	Urban	Low	persistent cough and shortness of breath	null	23	null	Asthma	Pollen	8	Allergic Reaction	Go to Emergency
66	Female	Other	Rural	Middle	nausea and vomiting	4	1	fatigue	Diabetes	null	null	Flu	null
65	null	Hispanic	Rural	High	chest pain	null	16	muscle aches	null	Dust	null	Hypertension	null
65	Male	Asian	Rural	High	skin rash	10	null	fever	Hypertension	Penicillin	9	Migraine	null
60	null	Hispanic	Rural	null	blurry vision	1	null	none	Diabetes	null	0	null	Visit Doctor
null	null	African American	Urban	Middle	back pain and muscle stiffness	null	2	nausea	null	Peanuts	1	Sinus Infection	Go to Emergency
68	Male	Other	Suburban	High	chest pain	4	1	null	Diabetes	Peanuts	1	Migraine	Take Home Care Measures
70	null	African American	Rural	null	joint pain and swelling	1	22	fever	Diabetes	Penicillin	6	Diabetes	null
77	Female	null	Urban	null	nausea and vomiting	1	null	fatigue	null	Pollen	null	Asthma	Take Home Care Measures
45	Male	Other	Urban	Middle	fever and body aches	3	7	nausea	null	Peanuts	null	Common Cold	Go to Emergency
48	Other	Asian	Urban	Low	chest pain	7	11	muscle aches	Hypertension	Dust	9	Asthma	Visit Doctor
69	Male	Hispanic	Suburban	High	fatigue and weakness	2	null	none	Diabetes	Penicillin	9	Sinus Infection	Visit Doctor
null	Female	Caucasian	Suburban	High	nausea and vomiting	8	null	none	null	Pollen	2	Gastroenteritis	Go to Emergency
29	null	African American	Urban	null	fatigue and weakness	2	null	null	Hypertension	Pollen	3	Muscle Strain	Go to Emergency
null	Female	Asian	Suburban	null	joint pain and swelling	2	11	none	Diabetes	null	10	Muscle Strain	Take Home Care Measures
85	Female	Caucasian	null	Middle	numbness in legs	4	null	none	Hypertension	Peanuts	7	Diabetes	Visit Doctor
32	Male	Other	Urban	High	frequent urination	3	26	none	null	Pollen	3	Sinus Infection	Visit Doctor
null	Female	Hispanic	null	High	blurry vision	10	9	fatigue	null	Penicillin	10	Arthritis	Go to Emergency
56	null	Other	null	Low	mild headache	8	null	muscle aches	Asthma	Penicillin	10	Muscle Strain	Visit Doctor
73	null	Caucasian	Urban	Middle	fatigue and weakness	10	null	fever	null	null	9	Allergic Reaction	Go to Emergency