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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
83	Female	African American	Suburban	Low	fever and body aches	null	29	muscle aches	Diabetes	Penicillin	10	Food Poisoning	Go to Emergency
67	Female	Asian	Rural	High	fever and body aches	6	26	nausea	Diabetes	Pollen	4	Muscle Strain	Visit Doctor
54	Female	African American	Suburban	High	joint pain and swelling	6	22	nausea	Hypertension	Dust	9	Muscle Strain	Visit Doctor
70	null	Other	null	Middle	sore throat and difficulty swallowing	3	21	muscle aches	Diabetes	null	10	COVID-19	null
null	Male	Caucasian	Urban	Middle	sore throat and difficulty swallowing	9	10	fatigue	Diabetes	null	3	Gastroenteritis	Take Home Care Measures
21	Other	African American	Suburban	Low	sore throat and difficulty swallowing	6	8	fatigue	null	null	9	Hypertension	Take Home Care Measures
77	Female	Other	Urban	Middle	chest pain	9	4	nausea	null	Pollen	null	Food Poisoning	Visit Doctor
61	Female	African American	Rural	Low	nausea and vomiting	1	11	fatigue	Hypertension	null	null	Diabetes	Visit Doctor
83	Other	Other	Rural	Middle	mild headache	8	26	nausea	null	Peanuts	3	Muscle Strain	null
87	Male	null	Urban	High	sore throat and difficulty swallowing	3	null	fever	null	Peanuts	8	Migraine	Go to Emergency
32	Other	Other	Rural	Middle	mild headache	8	17	nausea	null	Peanuts	5	Gastroenteritis	Visit Doctor
18	null	African American	Rural	Low	back pain and muscle stiffness	6	1	nausea	Diabetes	null	1	COVID-19	Go to Emergency
70	Male	Caucasian	null	High	sharp stomach pain	9	30	fever	Diabetes	Dust	9	Migraine	Go to Emergency
null	null	Hispanic	Rural	Low	back pain and muscle stiffness	6	4	none	null	Penicillin	10	Anxiety	Visit Doctor
67	Other	Other	Rural	null	numbness in legs	null	null	nausea	Diabetes	Peanuts	1	Allergic Reaction	Take Home Care Measures
90	Other	null	Urban	null	back pain and muscle stiffness	6	21	nausea	null	Peanuts	null	Asthma	Take Home Care Measures
43	Male	African American	null	Middle	joint pain and swelling	9	18	muscle aches	Diabetes	Pollen	1	Common Cold	Take Home Care Measures
50	Other	Caucasian	Suburban	Middle	sharp stomach pain	4	26	null	Asthma	Pollen	9	null	Take Home Care Measures
43	Other	Other	Rural	null	back pain and muscle stiffness	2	25	fatigue	Hypertension	Peanuts	1	Gastroenteritis	Visit Doctor
null	null	null	Suburban	Low	numbness in legs	1	22	null	null	null	1	Asthma	Go to Emergency
83	Other	Asian	Urban	High	mild headache	7	21	fever	Hypertension	Penicillin	0	Flu	Take Home Care Measures
64	Male	Asian	Urban	Middle	fever and body aches	2	30	fever	Diabetes	Penicillin	5	Hypertension	Take Home Care Measures
77	Other	Hispanic	Rural	null	fatigue and weakness	3	1	fatigue	Asthma	null	9	Common Cold	Go to Emergency
null	null	African American	Rural	null	severe dizziness	7	12	none	null	Dust	null	null	Visit Doctor
47	Female	Hispanic	Suburban	Middle	chest pain	6	9	null	null	Pollen	null	null	Go to Emergency
44	null	Caucasian	Urban	Low	frequent urination	6	17	null	null	Penicillin	4	COVID-19	Visit Doctor
70	Male	Asian	Rural	High	skin rash	7	9	none	null	null	9	Hypertension	Visit Doctor
82	null	Other	Suburban	High	mild headache	null	20	muscle aches	Diabetes	null	5	Muscle Strain	Take Home Care Measures
88	null	Hispanic	Rural	Middle	blurry vision	1	28	null	Diabetes	Penicillin	0	Muscle Strain	Take Home Care Measures
62	null	Caucasian	Rural	High	joint pain and swelling	5	16	null	Diabetes	Dust	3	Muscle Strain	Visit Doctor
null	Male	African American	Suburban	Middle	back pain and muscle stiffness	4	17	muscle aches	Diabetes	null	6	Anxiety	Take Home Care Measures
61	null	Asian	Urban	Low	nausea and vomiting	9	1	muscle aches	Hypertension	null	8	Muscle Strain	null
null	Female	African American	Urban	High	back pain and muscle stiffness	null	26	fatigue	null	Penicillin	6	Kidney Stones	Visit Doctor
null	Male	null	Urban	Low	mild headache	1	null	nausea	null	null	9	Sinus Infection	Visit Doctor
46	Male	Other	Urban	null	sharp stomach pain	4	null	muscle aches	Hypertension	null	5	null	Take Home Care Measures
26	Male	null	Rural	High	numbness in legs	1	15	nausea	Asthma	Pollen	null	Diabetes	Take Home Care Measures
36	Female	African American	Urban	Middle	fever and body aches	6	19	nausea	Asthma	Peanuts	8	Allergic Reaction	Take Home Care Measures
85	Other	African American	Urban	Middle	fever and body aches	null	null	muscle aches	null	Penicillin	3	Flu	null
67	Male	null	Rural	Low	numbness in legs	null	14	muscle aches	Asthma	Penicillin	9	COVID-19	Go to Emergency
62	Male	Hispanic	Urban	null	frequent urination	10	22	nausea	null	Peanuts	null	Diabetes	Visit Doctor
25	Male	Caucasian	Urban	Low	sharp stomach pain	7	9	muscle aches	Asthma	Peanuts	7	null	Go to Emergency
66	Female	African American	Rural	Low	persistent cough and shortness of breath	2	16	nausea	Hypertension	Peanuts	3	null	Take Home Care Measures
69	Other	Asian	Rural	Low	fever and body aches	6	17	nausea	null	Dust	5	Diabetes	Go to Emergency
80	Male	Other	Rural	High	severe dizziness	null	16	fatigue	Hypertension	null	8	COVID-19	Go to Emergency
null	Male	Hispanic	Rural	Middle	severe dizziness	4	8	fever	null	null	2	null	null
64	null	Caucasian	Urban	High	frequent urination	5	null	none	null	Dust	8	null	Visit Doctor
22	null	Asian	Rural	High	skin rash	6	7	muscle aches	null	Peanuts	8	Migraine	null
68	null	Hispanic	Rural	Middle	nausea and vomiting	null	25	nausea	null	null	4	Diabetes	Go to Emergency
21	Other	Asian	Rural	Low	sore throat and difficulty swallowing	10	18	nausea	null	Penicillin	4	Gastroenteritis	Go to Emergency
50	Female	Asian	Rural	Middle	sore throat and difficulty swallowing	9	30	none	null	Dust	4	Food Poisoning	Visit Doctor
null	Other	Asian	null	Middle	nausea and vomiting	8	21	none	null	Penicillin	0	Food Poisoning	Go to Emergency
36	Other	Asian	Suburban	Middle	fever and body aches	8	11	fatigue	null	Pollen	7	Asthma	Take Home Care Measures
87	Other	Asian	Urban	Low	sharp stomach pain	3	18	null	null	Dust	1	COVID-19	Go to Emergency
null	Other	Other	null	Low	persistent cough and shortness of breath	9	8	fever	Asthma	Penicillin	null	Gastroenteritis	Visit Doctor
73	Other	Asian	Rural	Middle	frequent urination	8	11	muscle aches	Hypertension	Peanuts	4	Asthma	Visit Doctor
42	Male	Caucasian	Rural	Middle	blurry vision	9	15	none	null	Peanuts	1	null	Take Home Care Measures
null	Other	null	Rural	High	sharp stomach pain	7	17	muscle aches	Diabetes	Dust	7	Food Poisoning	Take Home Care Measures
19	Female	null	Suburban	High	back pain and muscle stiffness	3	5	fatigue	Hypertension	Pollen	3	Diabetes	Visit Doctor
62	Female	Other	null	Middle	sore throat and difficulty swallowing	9	25	null	null	null	null	Allergic Reaction	Visit Doctor
34	Female	Other	null	Low	chest pain	10	17	nausea	Diabetes	null	3	Muscle Strain	Go to Emergency
64	Male	African American	Suburban	Middle	sharp stomach pain	2	23	fatigue	null	Penicillin	1	Asthma	Visit Doctor
21	null	Caucasian	null	Low	severe dizziness	4	8	nausea	null	Pollen	5	Food Poisoning	null
84	Male	Caucasian	Rural	Low	sharp stomach pain	4	17	fever	Asthma	Dust	1	Arthritis	Visit Doctor
null	Other	African American	Rural	Low	severe dizziness	1	18	null	Diabetes	Dust	0	Diabetes	null
27	Other	Other	null	High	frequent urination	10	13	fatigue	null	Dust	0	Flu	Visit Doctor
30	Male	Hispanic	Suburban	Low	fever and body aches	10	3	fatigue	Hypertension	Peanuts	3	COVID-19	Visit Doctor
35	Male	Other	Urban	Low	fatigue and weakness	8	14	fever	Asthma	Pollen	3	Sinus Infection	Visit Doctor
48	null	African American	Suburban	Middle	frequent urination	2	29	fever	Diabetes	null	6	Food Poisoning	Take Home Care Measures
38	Other	Asian	Urban	Middle	joint pain and swelling	3	null	muscle aches	Hypertension	Pollen	2	Allergic Reaction	Visit Doctor
null	Male	null	Urban	Low	frequent urination	10	19	fatigue	Asthma	null	null	Sinus Infection	Take Home Care Measures
null	Female	Other	Suburban	Low	back pain and muscle stiffness	6	null	fever	Hypertension	Pollen	0	null	Go to Emergency
19	Other	Asian	Suburban	Middle	nausea and vomiting	7	15	fever	null	Peanuts	3	Food Poisoning	Visit Doctor
null	Female	null	Rural	Low	blurry vision	6	null	muscle aches	null	null	0	Flu	Go to Emergency
90	Other	African American	Urban	Low	fatigue and weakness	5	15	fatigue	Diabetes	Penicillin	6	Kidney Stones	Go to Emergency
79	Female	Other	Urban	Low	mild headache	null	14	fatigue	Diabetes	Pollen	6	Food Poisoning	Take Home Care Measures
null	Other	Hispanic	Suburban	null	skin rash	null	25	none	null	Pollen	0	null	Go to Emergency
null	Other	African American	null	Middle	blurry vision	3	null	fever	Diabetes	Pollen	10	Asthma	Visit Doctor
60	Female	null	Rural	High	persistent cough and shortness of breath	null	11	muscle aches	Hypertension	null	9	Asthma	Take Home Care Measures
77	Female	Other	Suburban	High	sore throat and difficulty swallowing	1	20	null	Diabetes	Peanuts	5	Gastroenteritis	null
30	Male	Caucasian	Suburban	Middle	severe dizziness	9	25	none	Hypertension	Peanuts	null	Allergic Reaction	Visit Doctor
36	Other	Hispanic	Suburban	null	sharp stomach pain	6	10	muscle aches	null	Dust	6	Food Poisoning	Take Home Care Measures
86	Other	Asian	Suburban	Middle	severe dizziness	2	18	null	null	null	10	Asthma	Take Home Care Measures
52	Other	Asian	Rural	High	numbness in legs	1	23	muscle aches	Diabetes	Dust	8	Migraine	Go to Emergency
77	Female	African American	Rural	High	fever and body aches	7	22	null	Diabetes	Peanuts	3	Muscle Strain	Visit Doctor
34	Other	Caucasian	Urban	Low	skin rash	5	22	null	null	Dust	4	Migraine	Go to Emergency
68	Other	Hispanic	Rural	Middle	persistent cough and shortness of breath	5	null	none	null	null	7	null	Take Home Care Measures
null	Other	Hispanic	Urban	Middle	sore throat and difficulty swallowing	5	null	null	Diabetes	null	null	null	Go to Emergency
45	Male	Other	Urban	null	skin rash	5	18	null	Asthma	null	0	Asthma	Go to Emergency
null	Male	Other	Rural	Middle	sharp stomach pain	null	19	null	Hypertension	Penicillin	7	Flu	Visit Doctor
58	null	Asian	Urban	Low	sharp stomach pain	4	19	none	null	Penicillin	1	Diabetes	Visit Doctor
null	Male	Hispanic	Urban	null	skin rash	10	null	nausea	Hypertension	Dust	6	null	null
80	null	Asian	null	High	chest pain	6	14	fatigue	null	null	3	Flu	Take Home Care Measures
48	Other	Asian	null	High	numbness in legs	10	3	muscle aches	null	null	8	COVID-19	Take Home Care Measures
44	Female	African American	Urban	Low	blurry vision	9	12	muscle aches	Hypertension	Peanuts	1	Gastroenteritis	null
83	Male	null	Suburban	Middle	joint pain and swelling	null	26	null	null	null	null	Gastroenteritis	Go to Emergency