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