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preprocessed_json_patients_symptoms_to_diagnosis

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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
null	Male	null	null	High	sore throat and difficulty swallowing	1	15	fatigue	Hypertension	null	1	COVID-19	Take Home Care Measures
51	Female	Hispanic	Suburban	High	chest pain	2	7	nausea	null	null	null	COVID-19	Go to Emergency
32	Female	Asian	Suburban	null	numbness in legs	9	11	nausea	Hypertension	Pollen	4	Anxiety	Take Home Care Measures
44	Male	Caucasian	Rural	Low	numbness in legs	10	null	fatigue	Asthma	Peanuts	7	COVID-19	null
40	Female	Caucasian	Urban	null	sore throat and difficulty swallowing	9	18	null	Hypertension	Peanuts	6	Anxiety	Visit Doctor
null	Other	Hispanic	Suburban	Middle	chest pain	null	null	fever	Diabetes	null	0	null	null
25	null	African American	Suburban	null	fatigue and weakness	9	13	null	Hypertension	Peanuts	8	Food Poisoning	Take Home Care Measures
42	Female	Other	Suburban	Middle	skin rash	5	26	nausea	null	Dust	null	Allergic Reaction	null
89	null	Hispanic	Urban	Middle	fever and body aches	1	13	fever	Asthma	Penicillin	8	Migraine	Visit Doctor
52	Other	Other	Urban	Middle	blurry vision	6	9	muscle aches	Diabetes	null	6	Migraine	Go to Emergency
59	Female	African American	Urban	Low	fatigue and weakness	null	27	muscle aches	null	null	5	Hypertension	Visit Doctor
36	Female	Asian	Rural	Middle	fatigue and weakness	2	8	nausea	null	null	1	Anxiety	Go to Emergency
26	Other	African American	null	Low	sharp stomach pain	7	24	none	Asthma	Penicillin	6	Migraine	Go to Emergency
79	Other	Hispanic	Suburban	Middle	numbness in legs	9	14	nausea	Diabetes	Pollen	9	Migraine	null
null	Male	Other	null	High	sharp stomach pain	2	15	fatigue	Hypertension	Dust	1	COVID-19	Take Home Care Measures
77	Other	Caucasian	Urban	High	skin rash	3	11	fatigue	Asthma	Penicillin	3	Food Poisoning	Go to Emergency
59	Male	null	Suburban	Low	frequent urination	null	13	nausea	Hypertension	Dust	2	Common Cold	Take Home Care Measures
26	Male	Hispanic	Urban	Middle	nausea and vomiting	6	1	muscle aches	Asthma	null	5	Anxiety	Go to Emergency
46	null	Caucasian	Suburban	Middle	blurry vision	7	1	fatigue	null	null	9	Asthma	Take Home Care Measures
89	Male	Caucasian	Suburban	Middle	sore throat and difficulty swallowing	5	9	none	Asthma	null	4	Muscle Strain	Take Home Care Measures
68	Other	Caucasian	Urban	Middle	sharp stomach pain	null	28	muscle aches	Hypertension	Peanuts	6	Gastroenteritis	Go to Emergency
87	Male	Other	Suburban	null	mild headache	1	26	fatigue	null	Pollen	1	Muscle Strain	Visit Doctor
53	Other	Caucasian	Suburban	Middle	skin rash	5	2	muscle aches	Asthma	null	0	Sinus Infection	Take Home Care Measures
86	Male	Other	Rural	Middle	mild headache	null	9	fever	Diabetes	Peanuts	10	Kidney Stones	Go to Emergency
57	null	Other	Suburban	Low	sore throat and difficulty swallowing	7	19	none	null	Peanuts	2	Allergic Reaction	Visit Doctor
60	Other	Caucasian	Rural	High	sore throat and difficulty swallowing	4	22	fever	Hypertension	Dust	7	Flu	Take Home Care Measures
47	Female	Caucasian	null	High	skin rash	null	7	fever	Diabetes	Penicillin	8	Arthritis	Visit Doctor
58	Female	Other	Rural	null	fatigue and weakness	null	2	none	Hypertension	Dust	10	Arthritis	Go to Emergency
75	Female	Other	Urban	High	fever and body aches	1	30	nausea	Asthma	Dust	6	Asthma	Visit Doctor
53	Other	Caucasian	Suburban	High	chest pain	6	9	fatigue	null	Penicillin	8	Food Poisoning	Visit Doctor
60	Other	Other	Suburban	Middle	sharp stomach pain	4	null	nausea	null	Peanuts	7	null	null
34	Male	Asian	Suburban	High	fever and body aches	4	8	nausea	Diabetes	Peanuts	2	Asthma	null
null	null	null	Urban	High	joint pain and swelling	8	18	fatigue	Diabetes	Peanuts	7	null	Go to Emergency
34	Female	Other	Rural	Low	numbness in legs	8	null	null	null	Pollen	10	Diabetes	Go to Emergency
78	Female	Hispanic	Rural	High	chest pain	1	11	null	Diabetes	Peanuts	9	Gastroenteritis	null
19	Other	African American	Urban	Low	chest pain	10	30	nausea	Diabetes	null	4	Muscle Strain	Go to Emergency
20	Other	Other	Urban	Low	frequent urination	1	9	fatigue	Hypertension	null	9	Common Cold	Visit Doctor
null	Female	African American	null	Low	back pain and muscle stiffness	null	6	nausea	null	null	9	Arthritis	Take Home Care Measures
51	Male	African American	Urban	High	nausea and vomiting	9	8	fatigue	Hypertension	null	1	null	Take Home Care Measures
36	Male	Asian	null	Middle	skin rash	9	9	fatigue	Asthma	Penicillin	3	Allergic Reaction	Take Home Care Measures
null	Female	Caucasian	null	Middle	chest pain	7	14	fever	null	Dust	9	Asthma	Go to Emergency
48	Other	Other	Urban	Low	persistent cough and shortness of breath	9	7	fatigue	null	Pollen	3	null	Go to Emergency
30	Other	null	Suburban	Middle	mild headache	1	19	none	Diabetes	Dust	0	Flu	Visit Doctor
90	Other	Caucasian	Rural	Middle	severe dizziness	3	3	fatigue	null	null	0	Anxiety	null
42	Other	African American	null	High	chest pain	5	5	fever	null	Penicillin	3	Sinus Infection	Take Home Care Measures
80	null	Asian	Rural	Low	back pain and muscle stiffness	1	8	nausea	null	Penicillin	9	Migraine	Take Home Care Measures
52	Other	Other	Suburban	null	numbness in legs	2	4	fever	Hypertension	Penicillin	null	Muscle Strain	null
59	Other	Other	Rural	null	skin rash	6	11	fatigue	Asthma	Pollen	9	Diabetes	null
62	Other	Asian	Urban	High	sharp stomach pain	7	14	null	Diabetes	Peanuts	null	Allergic Reaction	Take Home Care Measures
79	null	Other	Urban	High	fatigue and weakness	6	6	null	null	null	6	Arthritis	Take Home Care Measures
60	Other	null	Suburban	High	joint pain and swelling	10	null	fatigue	null	Pollen	5	Common Cold	Go to Emergency
38	null	African American	Rural	High	blurry vision	4	15	fever	Hypertension	Penicillin	6	Migraine	Visit Doctor
38	Female	African American	Urban	Middle	nausea and vomiting	null	9	none	Asthma	Dust	8	Muscle Strain	null
30	Male	Caucasian	null	Middle	severe dizziness	9	19	none	Diabetes	Penicillin	5	Flu	Take Home Care Measures
90	Male	Caucasian	Rural	Low	skin rash	9	27	fever	null	Dust	1	COVID-19	null
51	Female	Other	Rural	Middle	frequent urination	5	7	none	null	Pollen	10	Anxiety	null
60	null	African American	Urban	High	severe dizziness	6	29	nausea	Hypertension	Peanuts	9	Hypertension	null
29	Other	null	Rural	High	persistent cough and shortness of breath	2	21	fatigue	null	Peanuts	5	Sinus Infection	Visit Doctor
36	Male	Other	Suburban	Middle	back pain and muscle stiffness	null	30	none	Diabetes	Penicillin	1	Asthma	Take Home Care Measures
null	Other	Caucasian	Suburban	Low	fever and body aches	4	15	nausea	null	Dust	4	Muscle Strain	Take Home Care Measures
20	Male	Other	Urban	Middle	fever and body aches	8	26	null	null	null	null	Hypertension	Visit Doctor
89	Other	Asian	Suburban	Middle	persistent cough and shortness of breath	9	6	none	null	Dust	8	Asthma	Take Home Care Measures
32	Male	Other	Rural	Low	nausea and vomiting	7	null	fever	Hypertension	Peanuts	9	COVID-19	Visit Doctor
27	null	null	Rural	High	nausea and vomiting	null	8	fever	Asthma	Dust	6	Allergic Reaction	Visit Doctor
57	Male	African American	Rural	High	frequent urination	6	4	fatigue	Hypertension	null	9	Hypertension	Take Home Care Measures
53	Other	Caucasian	Urban	null	persistent cough and shortness of breath	9	16	null	Asthma	Penicillin	0	Kidney Stones	Take Home Care Measures
53	Female	null	Urban	Middle	sore throat and difficulty swallowing	10	9	muscle aches	null	Penicillin	9	null	null
64	Female	Asian	Rural	Low	persistent cough and shortness of breath	3	24	fever	Asthma	Dust	null	Muscle Strain	Go to Emergency
58	Male	Other	Urban	High	frequent urination	10	26	muscle aches	null	Pollen	0	Flu	Visit Doctor
81	Female	Caucasian	Urban	Low	frequent urination	3	29	null	Diabetes	Dust	1	Asthma	Visit Doctor
79	Other	Caucasian	Rural	High	severe dizziness	6	28	nausea	null	Dust	4	Common Cold	Go to Emergency
24	null	Caucasian	Urban	Middle	joint pain and swelling	10	26	fever	null	Penicillin	0	Sinus Infection	Go to Emergency
25	Female	Hispanic	Urban	null	sharp stomach pain	6	10	fever	Asthma	Pollen	5	COVID-19	Visit Doctor
32	Male	Other	Urban	Low	numbness in legs	6	24	none	null	null	5	Arthritis	Go to Emergency
86	Male	Hispanic	null	High	skin rash	8	16	none	null	Peanuts	3	Anxiety	Visit Doctor
78	Male	Hispanic	Rural	High	joint pain and swelling	4	15	fever	null	Peanuts	10	Asthma	Take Home Care Measures
61	Other	Asian	Rural	Middle	skin rash	1	22	fever	Asthma	Peanuts	6	COVID-19	Go to Emergency
71	Male	Asian	Rural	High	skin rash	10	22	null	null	Peanuts	8	Flu	Go to Emergency
32	Other	African American	Rural	Low	fever and body aches	8	1	fever	Hypertension	null	9	Allergic Reaction	Visit Doctor
26	Female	Hispanic	Suburban	Low	mild headache	2	23	none	Hypertension	null	5	COVID-19	Visit Doctor
70	Male	Asian	Rural	Middle	blurry vision	8	23	fatigue	null	Dust	5	Sinus Infection	Go to Emergency
18	Female	Other	Rural	Middle	blurry vision	5	16	fever	Hypertension	Peanuts	5	Arthritis	null
60	Male	Caucasian	Urban	null	chest pain	8	23	null	null	Penicillin	3	Food Poisoning	null
34	Other	null	null	Middle	sharp stomach pain	null	null	none	Diabetes	Pollen	6	Flu	null
30	Female	null	Suburban	Low	skin rash	null	5	fatigue	Hypertension	null	1	Sinus Infection	null
null	Female	African American	null	null	fatigue and weakness	8	25	fatigue	null	Dust	3	Diabetes	Go to Emergency
72	null	Hispanic	Urban	Low	chest pain	7	24	fatigue	null	Peanuts	null	Migraine	null
88	Other	Asian	Rural	Middle	mild headache	6	28	fatigue	Diabetes	Peanuts	2	Muscle Strain	Visit Doctor
38	Male	Other	Urban	null	fatigue and weakness	null	5	none	Diabetes	null	3	null	null
20	Other	Asian	Rural	Low	blurry vision	2	24	nausea	null	Dust	4	COVID-19	Take Home Care Measures
23	null	Caucasian	Urban	Low	mild headache	9	25	muscle aches	Diabetes	null	1	Arthritis	Go to Emergency
71	Other	African American	Rural	Low	sharp stomach pain	1	30	muscle aches	Diabetes	Penicillin	1	Gastroenteritis	Take Home Care Measures
77	null	Other	Rural	Low	joint pain and swelling	8	20	muscle aches	null	Dust	4	Flu	null
24	Female	Caucasian	Urban	Middle	severe dizziness	null	25	none	Hypertension	null	9	Muscle Strain	Take Home Care Measures
34	Male	African American	Urban	High	blurry vision	10	27	nausea	Diabetes	Penicillin	4	Diabetes	Take Home Care Measures
71	Male	Asian	Suburban	Middle	sore throat and difficulty swallowing	9	7	fever	null	Pollen	8	Anxiety	Go to Emergency
90	Male	null	Suburban	Middle	sharp stomach pain	8	21	nausea	null	Pollen	4	Allergic Reaction	Take Home Care Measures
85	Female	Asian	Suburban	High	severe dizziness	4	3	none	Hypertension	Pollen	7	Allergic Reaction	Visit Doctor
51	Male	Other	Suburban	Middle	numbness in legs	9	17	nausea	null	Penicillin	8	Flu	Visit Doctor
63	Male	Hispanic	Suburban	Middle	fever and body aches	null	null	fatigue	Diabetes	Penicillin	1	null	Take Home Care Measures