Datasets:

daviddragan
/

preprocessed_json_patients_symptoms_to_diagnosis

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
30	Female	Other	Suburban	High	chest pain	7	23	fever	null	null	null	Anxiety	Visit Doctor
63	Male	Caucasian	Urban	Middle	mild headache	1	5	nausea	null	Dust	4	Diabetes	Take Home Care Measures
32	Male	null	null	High	fever and body aches	2	1	fever	null	null	7	Common Cold	Visit Doctor
null	Other	African American	Rural	Middle	fatigue and weakness	4	7	muscle aches	null	Penicillin	8	Arthritis	null
80	Male	Caucasian	Rural	null	frequent urination	4	null	muscle aches	Asthma	Peanuts	5	Anxiety	Go to Emergency
24	Other	Hispanic	null	Low	nausea and vomiting	8	6	null	Asthma	null	null	Asthma	null
85	Female	Caucasian	Urban	null	joint pain and swelling	2	1	null	null	Peanuts	0	Diabetes	null
22	Other	Other	Urban	High	blurry vision	4	11	fever	Diabetes	null	null	Common Cold	Visit Doctor
57	Other	Other	Suburban	null	skin rash	5	11	nausea	Diabetes	Dust	4	Food Poisoning	Take Home Care Measures
84	Male	Hispanic	null	Low	sharp stomach pain	10	14	null	Diabetes	null	6	Hypertension	Take Home Care Measures
37	Male	Asian	null	Low	nausea and vomiting	6	19	fever	null	null	9	Asthma	Visit Doctor
90	Female	null	null	High	frequent urination	8	3	null	null	Pollen	8	COVID-19	Visit Doctor
73	null	Caucasian	null	Middle	persistent cough and shortness of breath	2	20	fever	Hypertension	null	7	Migraine	Visit Doctor
54	Other	Hispanic	null	Low	frequent urination	10	null	nausea	Diabetes	Penicillin	1	Arthritis	Take Home Care Measures
60	Male	Hispanic	null	Middle	joint pain and swelling	4	null	fever	Diabetes	null	null	Allergic Reaction	Visit Doctor
35	Female	null	Suburban	Low	fatigue and weakness	null	22	null	Hypertension	null	4	Hypertension	Visit Doctor
60	Other	Caucasian	Suburban	Middle	sore throat and difficulty swallowing	6	12	nausea	Diabetes	Penicillin	0	Allergic Reaction	null
49	Male	Caucasian	Urban	Middle	chest pain	9	4	nausea	Diabetes	Penicillin	3	null	Visit Doctor
null	Male	Hispanic	Rural	Middle	persistent cough and shortness of breath	1	14	nausea	null	Dust	0	COVID-19	Visit Doctor
77	Female	Asian	Urban	null	numbness in legs	9	13	fatigue	Hypertension	Dust	4	null	Take Home Care Measures
null	Other	Caucasian	null	High	frequent urination	10	null	muscle aches	Asthma	null	3	Diabetes	Visit Doctor
31	Other	African American	Urban	High	persistent cough and shortness of breath	5	2	null	Diabetes	null	null	Kidney Stones	null
70	Female	African American	Urban	Low	mild headache	null	19	fever	Asthma	Dust	null	Flu	Go to Emergency
39	Other	Asian	Urban	Middle	fatigue and weakness	4	8	muscle aches	null	Peanuts	9	Allergic Reaction	Visit Doctor
27	Other	Other	Rural	null	joint pain and swelling	10	null	null	Diabetes	null	0	Migraine	Visit Doctor
33	Male	Hispanic	Urban	Middle	fever and body aches	2	6	none	Diabetes	null	8	Sinus Infection	Go to Emergency
47	Male	Hispanic	Suburban	Low	fatigue and weakness	null	null	fatigue	null	Penicillin	null	null	Visit Doctor
52	Female	Caucasian	Urban	Middle	fever and body aches	1	27	fever	Diabetes	Peanuts	null	null	Take Home Care Measures
56	Other	Caucasian	Suburban	High	fatigue and weakness	null	5	muscle aches	null	Penicillin	2	Allergic Reaction	null
50	Other	null	null	null	skin rash	4	6	none	null	null	null	null	null
82	null	Caucasian	Suburban	Low	sharp stomach pain	6	null	fatigue	Asthma	Pollen	4	Kidney Stones	Go to Emergency
null	Male	Other	Suburban	null	nausea and vomiting	5	2	fever	null	Penicillin	null	Asthma	Visit Doctor
89	Female	Hispanic	Suburban	Middle	severe dizziness	9	1	muscle aches	Hypertension	null	10	COVID-19	Take Home Care Measures
null	Male	African American	null	Middle	skin rash	8	1	fatigue	Diabetes	null	5	Hypertension	Visit Doctor
67	Other	null	Urban	Low	nausea and vomiting	7	6	fever	null	Pollen	7	Kidney Stones	Visit Doctor
57	Male	Caucasian	Suburban	Middle	persistent cough and shortness of breath	10	14	muscle aches	null	Peanuts	1	Food Poisoning	Visit Doctor
62	null	Asian	Suburban	Low	frequent urination	null	14	nausea	Hypertension	Dust	5	Hypertension	Take Home Care Measures
57	Other	Caucasian	Rural	Middle	sharp stomach pain	6	19	none	null	Penicillin	0	Food Poisoning	Take Home Care Measures
51	Male	Hispanic	null	Middle	nausea and vomiting	1	18	fatigue	Hypertension	Penicillin	null	Hypertension	null
25	Female	Caucasian	Urban	Low	persistent cough and shortness of breath	1	10	fatigue	Asthma	Penicillin	4	Food Poisoning	Go to Emergency
45	Male	Caucasian	null	Low	frequent urination	null	27	none	Hypertension	Dust	1	Muscle Strain	Take Home Care Measures
48	Other	Hispanic	Rural	Middle	nausea and vomiting	null	15	nausea	Asthma	null	null	Flu	Take Home Care Measures
39	Female	null	Rural	High	sharp stomach pain	null	4	fatigue	null	null	4	Food Poisoning	Take Home Care Measures
45	Male	Caucasian	Rural	Low	joint pain and swelling	8	12	fatigue	Diabetes	null	2	Common Cold	Take Home Care Measures
53	Male	Asian	Rural	Low	fatigue and weakness	7	21	fatigue	Diabetes	Penicillin	6	Muscle Strain	Go to Emergency
null	Female	Hispanic	Suburban	Low	frequent urination	9	23	fatigue	Asthma	Penicillin	8	Diabetes	Take Home Care Measures
33	Other	Hispanic	Urban	Low	severe dizziness	5	23	muscle aches	null	null	0	Asthma	Visit Doctor
71	Female	Other	null	Middle	sharp stomach pain	null	22	muscle aches	Diabetes	null	5	Gastroenteritis	Visit Doctor
38	Other	Asian	Urban	High	blurry vision	null	7	fever	Hypertension	null	10	Migraine	Visit Doctor
21	Female	Caucasian	Rural	Middle	nausea and vomiting	4	11	nausea	null	null	10	null	Go to Emergency
56	null	null	null	null	fever and body aches	null	5	muscle aches	Diabetes	Dust	null	Migraine	Go to Emergency
87	Female	null	Suburban	Middle	nausea and vomiting	3	4	muscle aches	null	Pollen	5	Muscle Strain	Go to Emergency
48	Female	Caucasian	Suburban	Middle	numbness in legs	4	25	fever	null	null	10	Common Cold	Go to Emergency
81	null	African American	Urban	High	blurry vision	5	26	muscle aches	Diabetes	null	2	Migraine	Take Home Care Measures
53	Female	null	Suburban	Low	numbness in legs	4	12	fever	null	Peanuts	null	Muscle Strain	Visit Doctor
79	Female	Other	Rural	Middle	chest pain	7	15	none	Asthma	Peanuts	7	Muscle Strain	Take Home Care Measures
47	Female	Caucasian	Urban	High	sore throat and difficulty swallowing	7	15	null	Diabetes	Penicillin	3	null	Visit Doctor
64	Female	African American	Rural	null	blurry vision	2	27	nausea	Asthma	null	10	null	Visit Doctor
79	null	Other	Urban	High	mild headache	8	22	none	Diabetes	Pollen	1	COVID-19	Visit Doctor
47	null	null	Suburban	null	frequent urination	6	null	null	Asthma	Pollen	2	null	Go to Emergency
35	Male	African American	Suburban	null	sharp stomach pain	5	30	fever	Diabetes	Penicillin	6	Asthma	Go to Emergency
64	Other	Asian	Suburban	Low	sharp stomach pain	2	27	nausea	Asthma	Pollen	4	Hypertension	null
86	Other	Hispanic	Rural	High	back pain and muscle stiffness	3	24	nausea	null	Pollen	4	null	Take Home Care Measures
33	Female	African American	Rural	Middle	joint pain and swelling	1	11	nausea	Diabetes	Pollen	0	Asthma	Visit Doctor
62	Female	African American	Rural	null	persistent cough and shortness of breath	4	10	fever	null	Peanuts	null	Food Poisoning	Visit Doctor
null	Male	Other	Urban	Middle	blurry vision	5	20	null	null	Peanuts	10	Hypertension	Visit Doctor
73	Female	African American	Suburban	High	sharp stomach pain	1	null	muscle aches	null	Dust	5	Migraine	Take Home Care Measures
81	Other	null	Urban	High	frequent urination	null	4	null	null	Penicillin	null	Hypertension	Visit Doctor
85	Male	Caucasian	Suburban	High	sore throat and difficulty swallowing	9	null	fever	Diabetes	Peanuts	2	Migraine	Go to Emergency
43	Male	Hispanic	Suburban	Low	fever and body aches	6	6	muscle aches	Hypertension	null	5	Kidney Stones	Take Home Care Measures
28	Male	Hispanic	Urban	Middle	severe dizziness	4	24	fever	null	Penicillin	3	null	Go to Emergency
65	Female	African American	Suburban	High	frequent urination	4	18	null	Asthma	Dust	9	null	Take Home Care Measures
21	null	African American	Suburban	High	numbness in legs	4	3	null	null	null	2	Asthma	Go to Emergency
68	null	Asian	Urban	Low	chest pain	null	28	fever	null	Penicillin	null	COVID-19	Visit Doctor
null	Male	Asian	Rural	Low	skin rash	3	3	fatigue	Diabetes	Penicillin	null	Kidney Stones	Take Home Care Measures
70	Other	African American	Urban	Middle	mild headache	null	2	none	null	null	9	Anxiety	Take Home Care Measures
73	Other	Asian	Rural	null	sore throat and difficulty swallowing	8	15	fatigue	Hypertension	Pollen	6	null	Take Home Care Measures
45	Male	Other	Urban	High	numbness in legs	8	9	null	null	Dust	8	Flu	Go to Emergency
90	Male	Other	Rural	Low	numbness in legs	1	22	muscle aches	Diabetes	null	0	Flu	Go to Emergency
19	Other	African American	Suburban	High	fever and body aches	4	7	fever	Hypertension	null	6	Sinus Infection	null
64	Male	Caucasian	Rural	Low	mild headache	3	20	fever	null	Penicillin	1	Muscle Strain	Take Home Care Measures
76	Male	Hispanic	Urban	Middle	blurry vision	3	30	fever	Diabetes	null	4	Food Poisoning	null
63	Male	Caucasian	Urban	High	sore throat and difficulty swallowing	10	10	fever	Diabetes	null	4	Anxiety	Visit Doctor
67	Female	African American	Suburban	null	mild headache	10	27	fatigue	null	Pollen	null	Flu	null
46	Male	Other	null	High	persistent cough and shortness of breath	5	21	nausea	null	Peanuts	9	Anxiety	Go to Emergency
74	Other	Other	Urban	Low	fever and body aches	null	2	null	Diabetes	Pollen	8	COVID-19	null
75	Female	Asian	Rural	High	mild headache	10	17	null	Diabetes	Pollen	2	COVID-19	Visit Doctor
39	Female	African American	Suburban	Middle	persistent cough and shortness of breath	7	1	muscle aches	Asthma	Peanuts	3	null	Take Home Care Measures
75	Female	Hispanic	Urban	Middle	persistent cough and shortness of breath	4	7	none	null	Penicillin	10	COVID-19	null
null	Male	Asian	Rural	High	severe dizziness	10	23	fatigue	Diabetes	null	9	Arthritis	Go to Emergency
62	Female	Asian	Urban	null	skin rash	3	10	null	null	Dust	5	null	Visit Doctor
38	Female	Hispanic	Urban	High	severe dizziness	6	21	nausea	null	Penicillin	5	Kidney Stones	Go to Emergency
34	Male	Asian	Suburban	null	mild headache	3	12	fever	null	null	4	Anxiety	Take Home Care Measures
83	null	null	null	Middle	mild headache	10	null	muscle aches	Diabetes	Penicillin	null	Common Cold	Visit Doctor
38	Female	Asian	Urban	High	back pain and muscle stiffness	6	22	null	Diabetes	Penicillin	2	Food Poisoning	Take Home Care Measures
82	Other	null	null	Middle	blurry vision	9	25	nausea	null	Penicillin	3	Kidney Stones	Take Home Care Measures
77	null	null	Rural	Middle	skin rash	6	null	fatigue	null	Peanuts	0	Migraine	Visit Doctor
23	Female	Caucasian	Urban	null	blurry vision	6	19	fatigue	null	null	5	Food Poisoning	null
89	Male	Caucasian	Suburban	Low	fatigue and weakness	3	null	none	Hypertension	null	8	Arthritis	Visit Doctor
62	Female	Caucasian	Urban	Low	persistent cough and shortness of breath	3	12	fever	Hypertension	null	0	Hypertension	Take Home Care Measures

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Size of the auto-converted Parquet files:

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Number of rows:

1,295

Models trained or fine-tuned on daviddragan/preprocessed_json_patients_symptoms_to_diagnosis

daviddragan/bio_gpt_base_1921_001275265

Question Answering • Updated 17 days ago • 41