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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
74	Female	African American	null	Middle	nausea and vomiting	null	4	muscle aches	Asthma	Penicillin	1	Gastroenteritis	Go to Emergency
85	null	null	Rural	Low	nausea and vomiting	6	12	fever	null	Pollen	3	Common Cold	Visit Doctor
87	Male	Asian	Urban	High	nausea and vomiting	8	27	muscle aches	Diabetes	Penicillin	1	Sinus Infection	Take Home Care Measures
null	Other	null	Urban	High	nausea and vomiting	9	20	fatigue	Asthma	Dust	null	COVID-19	null
22	Female	null	null	Low	fever and body aches	6	9	none	Asthma	Dust	null	null	Go to Emergency
26	null	null	Rural	Middle	sharp stomach pain	10	null	fatigue	Hypertension	null	null	Asthma	Take Home Care Measures
null	Other	null	Suburban	High	fatigue and weakness	6	5	nausea	Asthma	Peanuts	10	Gastroenteritis	Take Home Care Measures
87	Female	Caucasian	Suburban	Middle	frequent urination	1	18	fever	Hypertension	Peanuts	10	Common Cold	Visit Doctor
28	null	African American	Rural	null	mild headache	6	null	none	null	null	5	Muscle Strain	Go to Emergency
null	Male	Asian	null	High	back pain and muscle stiffness	1	29	nausea	null	Dust	7	null	Go to Emergency
32	null	Hispanic	Urban	High	fatigue and weakness	4	20	muscle aches	Diabetes	null	8	Hypertension	Visit Doctor
61	Other	Caucasian	Rural	High	chest pain	1	28	none	Asthma	Penicillin	8	null	Take Home Care Measures
72	Female	Asian	Rural	Middle	numbness in legs	7	11	null	Diabetes	null	2	Food Poisoning	Visit Doctor
78	Male	Caucasian	Suburban	Low	fatigue and weakness	6	8	muscle aches	Diabetes	Peanuts	2	Anxiety	Take Home Care Measures
73	Female	Caucasian	Urban	null	sharp stomach pain	4	30	fever	Asthma	null	7	Diabetes	null
54	Female	Hispanic	Urban	High	frequent urination	null	29	null	null	Pollen	1	Hypertension	Visit Doctor
72	Male	Other	Urban	Middle	sore throat and difficulty swallowing	null	8	fever	null	null	9	Arthritis	Take Home Care Measures
null	Other	Other	null	High	blurry vision	3	19	fever	null	null	3	Food Poisoning	Go to Emergency
54	Other	Asian	null	Low	sharp stomach pain	6	27	fatigue	null	Penicillin	9	Allergic Reaction	Visit Doctor
55	Other	Asian	Rural	Low	sore throat and difficulty swallowing	8	16	fatigue	Asthma	null	6	Allergic Reaction	Take Home Care Measures
null	Male	Asian	Urban	Middle	nausea and vomiting	8	null	none	null	Peanuts	3	null	Visit Doctor
59	null	Asian	Suburban	Low	nausea and vomiting	1	null	none	Hypertension	Penicillin	null	Common Cold	Visit Doctor
64	Other	African American	null	High	skin rash	7	22	null	Diabetes	Penicillin	0	Common Cold	Visit Doctor
76	Other	Other	Urban	High	fever and body aches	3	10	muscle aches	Asthma	null	7	Sinus Infection	null
65	null	Caucasian	Suburban	High	frequent urination	null	null	muscle aches	null	Penicillin	1	Arthritis	Take Home Care Measures
null	Male	Asian	Rural	High	chest pain	1	27	none	Diabetes	Penicillin	2	null	Take Home Care Measures
75	Female	Asian	Rural	Low	persistent cough and shortness of breath	null	null	fever	Asthma	Dust	10	null	Go to Emergency
19	Female	null	Urban	Middle	back pain and muscle stiffness	8	27	nausea	Hypertension	null	5	Kidney Stones	Visit Doctor
25	Female	Asian	Rural	High	sore throat and difficulty swallowing	1	17	nausea	Hypertension	Penicillin	null	Kidney Stones	Visit Doctor
80	null	Asian	Urban	Low	numbness in legs	1	28	muscle aches	Diabetes	Peanuts	8	null	Visit Doctor
81	Female	Caucasian	Suburban	null	persistent cough and shortness of breath	1	14	fever	Diabetes	Dust	null	Allergic Reaction	Go to Emergency
24	Male	Asian	Urban	null	fever and body aches	null	16	null	Hypertension	Peanuts	4	Kidney Stones	Take Home Care Measures
65	Other	Asian	Rural	Low	sharp stomach pain	9	21	muscle aches	Asthma	Penicillin	3	Kidney Stones	null
81	Female	Other	Suburban	High	nausea and vomiting	1	null	muscle aches	null	Peanuts	8	Gastroenteritis	Go to Emergency
64	Other	Hispanic	Rural	High	fatigue and weakness	7	27	muscle aches	Hypertension	Dust	6	Migraine	null
18	Male	African American	Rural	Middle	sore throat and difficulty swallowing	8	23	fatigue	Asthma	Penicillin	8	null	Take Home Care Measures
46	Female	Asian	Rural	null	sore throat and difficulty swallowing	1	4	fever	Hypertension	null	null	Food Poisoning	Go to Emergency
86	Other	null	Suburban	null	nausea and vomiting	4	5	fever	null	null	null	COVID-19	null
83	Female	African American	Suburban	High	mild headache	7	19	nausea	Hypertension	Pollen	4	Migraine	Go to Emergency
82	Female	African American	Rural	High	back pain and muscle stiffness	10	null	fatigue	Hypertension	Penicillin	4	Migraine	Visit Doctor
49	Female	Asian	Urban	Low	chest pain	6	2	fatigue	Diabetes	Penicillin	4	Kidney Stones	Go to Emergency
19	Other	Other	Rural	High	nausea and vomiting	9	29	null	Hypertension	Peanuts	2	Asthma	Take Home Care Measures
82	Male	Asian	Suburban	Middle	skin rash	1	10	fatigue	null	Dust	1	COVID-19	Go to Emergency
84	null	African American	Suburban	Middle	blurry vision	3	28	nausea	null	null	null	COVID-19	Visit Doctor
86	Female	Caucasian	null	Low	frequent urination	5	3	muscle aches	Hypertension	Dust	4	Kidney Stones	Visit Doctor
43	Male	Hispanic	Urban	Middle	fatigue and weakness	8	9	nausea	Hypertension	Peanuts	8	Arthritis	Take Home Care Measures
78	Female	Hispanic	Rural	Middle	back pain and muscle stiffness	null	18	muscle aches	Hypertension	Pollen	6	Anxiety	Visit Doctor
70	Other	African American	Rural	High	frequent urination	10	22	none	Diabetes	Peanuts	0	Muscle Strain	Take Home Care Measures
86	Male	Asian	Suburban	Low	nausea and vomiting	4	9	none	Hypertension	null	2	Anxiety	Take Home Care Measures
40	Female	null	Suburban	High	chest pain	7	6	muscle aches	null	Peanuts	3	Asthma	Visit Doctor
18	Other	Other	Suburban	Middle	blurry vision	7	16	none	null	null	8	Diabetes	Visit Doctor
null	Female	Other	Urban	Low	fever and body aches	4	29	nausea	null	Dust	9	Sinus Infection	null
38	Male	Caucasian	Suburban	Middle	fatigue and weakness	2	4	fever	null	Peanuts	5	Kidney Stones	Take Home Care Measures
22	Male	Other	Suburban	Low	persistent cough and shortness of breath	5	2	fever	Diabetes	Peanuts	7	null	Take Home Care Measures
60	null	Caucasian	Suburban	High	fatigue and weakness	null	12	null	Asthma	null	7	Sinus Infection	null
62	Female	Caucasian	Suburban	Low	mild headache	7	30	none	Diabetes	null	10	Gastroenteritis	Take Home Care Measures
null	null	Asian	Urban	Middle	mild headache	1	13	null	Asthma	Pollen	8	Asthma	Take Home Care Measures
56	Other	Asian	Suburban	Low	numbness in legs	4	21	fever	Hypertension	Pollen	4	null	Take Home Care Measures
63	Other	null	Rural	Middle	skin rash	1	13	nausea	null	null	10	Muscle Strain	null
77	Other	Caucasian	Urban	Low	frequent urination	8	1	nausea	Hypertension	null	6	Gastroenteritis	null
50	Male	Asian	Rural	null	frequent urination	4	1	muscle aches	Diabetes	null	9	null	Take Home Care Measures
72	Male	Other	Rural	Low	frequent urination	9	25	nausea	Hypertension	Dust	1	Food Poisoning	null
77	Male	Caucasian	Suburban	Middle	numbness in legs	2	9	fatigue	Asthma	null	3	Migraine	Go to Emergency
31	Male	Asian	Suburban	Middle	sharp stomach pain	6	30	none	null	Penicillin	4	Asthma	Go to Emergency
null	Other	Caucasian	Urban	Middle	fever and body aches	3	21	muscle aches	null	Dust	5	Muscle Strain	Go to Emergency
64	Female	Other	null	Middle	numbness in legs	4	18	muscle aches	null	Penicillin	8	Allergic Reaction	null
42	Female	Caucasian	Urban	null	joint pain and swelling	2	9	none	null	Peanuts	4	Migraine	Take Home Care Measures
85	Male	Caucasian	Urban	Low	nausea and vomiting	2	25	null	Hypertension	Peanuts	10	Muscle Strain	null
61	Other	Other	Suburban	Middle	fatigue and weakness	null	30	muscle aches	Asthma	Pollen	3	COVID-19	Visit Doctor
39	Male	African American	Urban	Low	sharp stomach pain	3	19	muscle aches	Diabetes	null	null	null	Visit Doctor
44	Male	Other	Rural	null	sharp stomach pain	1	9	muscle aches	Diabetes	Dust	null	Allergic Reaction	Go to Emergency
42	Female	Hispanic	Rural	Middle	mild headache	4	22	null	Hypertension	Dust	2	null	Take Home Care Measures
26	Female	null	Suburban	Middle	blurry vision	7	null	none	null	Pollen	8	Arthritis	Take Home Care Measures
73	null	Asian	Urban	Low	mild headache	9	4	muscle aches	Asthma	null	null	null	Go to Emergency
54	Female	Hispanic	Suburban	Middle	fever and body aches	2	null	fatigue	Asthma	null	1	COVID-19	null
79	null	null	Urban	Low	blurry vision	7	12	nausea	null	Dust	1	null	Take Home Care Measures
18	Male	Asian	Rural	Low	severe dizziness	10	23	muscle aches	null	Penicillin	3	Migraine	Take Home Care Measures
65	Male	Caucasian	Rural	Low	fever and body aches	5	7	null	Asthma	null	6	Kidney Stones	Go to Emergency
85	null	Asian	Rural	Middle	frequent urination	3	16	fever	null	null	10	Diabetes	Visit Doctor
41	null	Hispanic	Urban	Middle	chest pain	3	22	none	null	Penicillin	null	Gastroenteritis	Go to Emergency
null	Male	Asian	Urban	Low	persistent cough and shortness of breath	10	3	none	null	Pollen	2	Flu	Take Home Care Measures
18	Female	Other	null	High	mild headache	4	30	nausea	null	Penicillin	9	null	Visit Doctor
61	Other	Asian	Rural	null	fatigue and weakness	null	30	fever	null	null	3	Gastroenteritis	null
71	Male	null	Urban	Middle	frequent urination	null	24	nausea	Diabetes	Penicillin	3	COVID-19	Visit Doctor
66	Other	Other	Urban	null	persistent cough and shortness of breath	2	1	fever	Diabetes	null	9	Common Cold	Visit Doctor
46	Other	Asian	Rural	Middle	back pain and muscle stiffness	7	6	muscle aches	Diabetes	Penicillin	9	Muscle Strain	Visit Doctor
null	Other	African American	Urban	Low	sharp stomach pain	8	null	null	Asthma	null	9	Anxiety	Take Home Care Measures
63	null	Other	null	Middle	numbness in legs	3	5	none	null	null	10	Sinus Infection	Visit Doctor
47	Other	Hispanic	Urban	High	fever and body aches	7	20	nausea	Diabetes	Peanuts	8	Arthritis	null
83	Male	Hispanic	Rural	Middle	joint pain and swelling	6	5	fatigue	Hypertension	null	7	COVID-19	Take Home Care Measures
23	null	Asian	Rural	Low	chest pain	10	null	none	Hypertension	Dust	7	Anxiety	Visit Doctor
22	Male	Asian	Urban	Low	joint pain and swelling	8	23	fatigue	Diabetes	null	0	Hypertension	Take Home Care Measures
83	Male	African American	Suburban	High	chest pain	10	null	null	Asthma	null	5	Muscle Strain	Go to Emergency
27	Female	Hispanic	null	Middle	sore throat and difficulty swallowing	1	17	none	Hypertension	null	3	Anxiety	Go to Emergency
31	null	African American	Rural	Low	back pain and muscle stiffness	7	18	muscle aches	Asthma	Pollen	2	Arthritis	Take Home Care Measures
29	null	Other	Suburban	High	severe dizziness	8	20	fever	Diabetes	Pollen	6	Allergic Reaction	Take Home Care Measures
87	Other	Caucasian	Urban	High	fever and body aches	5	14	fatigue	Asthma	Penicillin	null	Kidney Stones	null
71	Other	African American	Suburban	High	blurry vision	null	3	fatigue	Diabetes	null	4	Sinus Infection	Visit Doctor
75	Male	Hispanic	Rural	Low	blurry vision	null	13	null	Asthma	null	null	Arthritis	Visit Doctor
68	Male	African American	Urban	High	severe dizziness	null	16	muscle aches	null	null	1	Food Poisoning	Take Home Care Measures