id int64 1 8k | country stringclasses 7
values | language stringclasses 4
values | medical_specialty stringclasses 7
values | condition_category stringclasses 7
values | patient_query stringclasses 294
values | assistant_response stringclasses 35
values | urgency_level stringclasses 3
values | hallucination_risk stringclasses 3
values | synthetic bool 1
class | source stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
1 | Kenya | English | Pediatrics | Food Poisoning | I am experiencing vomiting, abdominal pain. I live in South Africa. What could this indicate? | The symptoms may be associated with Food Poisoning. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
2 | Uganda | Swahili | Neurology | Hypertension | I am experiencing blurred vision, headache. I live in Kenya. What could this indicate? | The symptoms may be associated with Hypertension. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
3 | Tanzania | English | Dermatology | Migraine | I am experiencing severe headache, light sensitivity. I live in Ghana. What could this indicate? | The symptoms may be associated with Migraine. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
4 | South Africa | Yoruba | Pediatrics | Hypertension | I am experiencing blurred vision, headache. I live in South Africa. What could this indicate? | The symptoms may be associated with Hypertension. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
5 | South Africa | Nigerian Pidgin | Pediatrics | Malaria | I am experiencing chills, fever. I live in Ghana. What could this indicate? | The symptoms may be associated with Malaria. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
6 | South Africa | Yoruba | Neurology | Migraine | I am experiencing nausea, severe headache. I live in Kenya. What could this indicate? | The symptoms may be associated with Migraine. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
7 | Nigeria | Swahili | Pediatrics | Malaria | I am experiencing chills, body pain. I live in Ghana. What could this indicate? | The symptoms may be associated with Malaria. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
8 | South Africa | Yoruba | Pediatrics | Malaria | I am experiencing body pain, chills. I live in Kenya. What could this indicate? | The symptoms may be associated with Malaria. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
9 | Nigeria | Yoruba | Dermatology | Migraine | I am experiencing light sensitivity, nausea. I live in Ghana. What could this indicate? | The symptoms may be associated with Migraine. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
10 | Ghana | Yoruba | Dermatology | Migraine | I am experiencing nausea, light sensitivity. I live in Nigeria. What could this indicate? | The symptoms may be associated with Migraine. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
11 | Rwanda | Swahili | Neurology | Asthma | I am experiencing cough, shortness of breath. I live in South Africa. What could this indicate? | The symptoms may be associated with Asthma. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
12 | Kenya | Yoruba | Neurology | Migraine | I am experiencing light sensitivity, nausea. I live in Tanzania. What could this indicate? | The symptoms may be associated with Migraine. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
13 | Kenya | English | Cardiology | Food Poisoning | I am experiencing vomiting, abdominal pain. I live in Tanzania. What could this indicate? | The symptoms may be associated with Food Poisoning. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
14 | Rwanda | English | Infectious Disease | Malaria | I am experiencing body pain, chills. I live in Kenya. What could this indicate? | The symptoms may be associated with Malaria. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
15 | Kenya | English | Cardiology | Migraine | I am experiencing severe headache, light sensitivity. I live in Uganda. What could this indicate? | The symptoms may be associated with Migraine. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
16 | Uganda | Yoruba | Cardiology | Typhoid | I am experiencing stomach pain, fatigue. I live in Nigeria. What could this indicate? | The symptoms may be associated with Typhoid. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | low | low | true | synthetic_generation_pipeline_v1 |
17 | Uganda | English | Neurology | Diabetes | I am experiencing thirst, frequent urination. I live in Uganda. What could this indicate? | The symptoms may be associated with Diabetes. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
18 | Ghana | Nigerian Pidgin | Emergency Medicine | Diabetes | I am experiencing frequent urination, thirst. I live in Uganda. What could this indicate? | The symptoms may be associated with Diabetes. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
19 | Tanzania | Swahili | Dermatology | Typhoid | I am experiencing stomach pain, headache. I live in Rwanda. What could this indicate? | The symptoms may be associated with Typhoid. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
20 | Nigeria | Nigerian Pidgin | Neurology | Diabetes | I am experiencing frequent urination, fatigue. I live in Tanzania. What could this indicate? | The symptoms may be associated with Diabetes. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
21 | Uganda | Swahili | Neurology | Migraine | I am experiencing light sensitivity, severe headache. I live in Ghana. What could this indicate? | The symptoms may be associated with Migraine. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
22 | Uganda | Swahili | Emergency Medicine | Typhoid | I am experiencing fatigue, stomach pain. I live in Rwanda. What could this indicate? | The symptoms may be associated with Typhoid. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
23 | Ghana | Nigerian Pidgin | General Practice | Food Poisoning | I am experiencing vomiting, diarrhea. I live in Tanzania. What could this indicate? | The symptoms may be associated with Food Poisoning. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
24 | Kenya | Yoruba | Emergency Medicine | Food Poisoning | I am experiencing diarrhea, vomiting. I live in Uganda. What could this indicate? | The symptoms may be associated with Food Poisoning. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
25 | Tanzania | Nigerian Pidgin | General Practice | Typhoid | I am experiencing stomach pain, headache. I live in Tanzania. What could this indicate? | The symptoms may be associated with Typhoid. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | low | low | true | synthetic_generation_pipeline_v1 |
26 | Kenya | Yoruba | Infectious Disease | Asthma | I am experiencing wheezing, cough. I live in Uganda. What could this indicate? | The symptoms may be associated with Asthma. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
27 | Ghana | Swahili | Cardiology | Food Poisoning | I am experiencing diarrhea, vomiting. I live in Ghana. What could this indicate? | The symptoms may be associated with Food Poisoning. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
28 | South Africa | Swahili | Emergency Medicine | Food Poisoning | I am experiencing vomiting, diarrhea. I live in Rwanda. What could this indicate? | The symptoms may be associated with Food Poisoning. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
29 | Uganda | Swahili | Emergency Medicine | Diabetes | I am experiencing thirst, frequent urination. I live in South Africa. What could this indicate? | The symptoms may be associated with Diabetes. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
30 | Nigeria | Swahili | General Practice | Malaria | I am experiencing chills, fever. I live in Ghana. What could this indicate? | The symptoms may be associated with Malaria. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
31 | Nigeria | Nigerian Pidgin | Cardiology | Diabetes | I am experiencing fatigue, frequent urination. I live in Kenya. What could this indicate? | The symptoms may be associated with Diabetes. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
32 | Uganda | English | Cardiology | Hypertension | I am experiencing dizziness, headache. I live in Rwanda. What could this indicate? | The symptoms may be associated with Hypertension. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
33 | South Africa | Yoruba | Neurology | Hypertension | I am experiencing headache, dizziness. I live in Rwanda. What could this indicate? | The symptoms may be associated with Hypertension. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
34 | Tanzania | Nigerian Pidgin | Cardiology | Migraine | I am experiencing light sensitivity, nausea. I live in Tanzania. What could this indicate? | The symptoms may be associated with Migraine. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
35 | Nigeria | Yoruba | Infectious Disease | Asthma | I am experiencing cough, wheezing. I live in Nigeria. What could this indicate? | The symptoms may be associated with Asthma. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | medium | low | true | synthetic_generation_pipeline_v1 |
36 | South Africa | English | Pediatrics | Hypertension | I am experiencing blurred vision, headache. I live in Kenya. What could this indicate? | The symptoms may be associated with Hypertension. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
37 | Ghana | Nigerian Pidgin | Cardiology | Diabetes | I am experiencing frequent urination, fatigue. I live in Uganda. What could this indicate? | The symptoms may be associated with Diabetes. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | medium | low | true | synthetic_generation_pipeline_v1 |
38 | Ghana | Nigerian Pidgin | General Practice | Asthma | I am experiencing shortness of breath, cough. I live in Rwanda. What could this indicate? | The symptoms may be associated with Asthma. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
39 | South Africa | Swahili | Cardiology | Hypertension | I am experiencing headache, blurred vision. I live in Tanzania. What could this indicate? | The symptoms may be associated with Hypertension. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
40 | Tanzania | Nigerian Pidgin | Emergency Medicine | Hypertension | I am experiencing blurred vision, headache. I live in Rwanda. What could this indicate? | The symptoms may be associated with Hypertension. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
41 | Nigeria | Yoruba | Dermatology | Hypertension | I am experiencing dizziness, blurred vision. I live in Kenya. What could this indicate? | The symptoms may be associated with Hypertension. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
42 | Kenya | Nigerian Pidgin | Infectious Disease | Malaria | I am experiencing chills, fever. I live in Kenya. What could this indicate? | The symptoms may be associated with Malaria. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | low | low | true | synthetic_generation_pipeline_v1 |
43 | Ghana | English | Dermatology | Malaria | I am experiencing chills, fever. I live in Nigeria. What could this indicate? | The symptoms may be associated with Malaria. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
44 | Kenya | Yoruba | Dermatology | Asthma | I am experiencing shortness of breath, wheezing. I live in South Africa. What could this indicate? | The symptoms may be associated with Asthma. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
45 | Ghana | Nigerian Pidgin | Neurology | Typhoid | I am experiencing headache, stomach pain. I live in Nigeria. What could this indicate? | The symptoms may be associated with Typhoid. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
46 | Ghana | Nigerian Pidgin | General Practice | Food Poisoning | I am experiencing abdominal pain, vomiting. I live in Uganda. What could this indicate? | The symptoms may be associated with Food Poisoning. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
47 | South Africa | Yoruba | Infectious Disease | Migraine | I am experiencing severe headache, nausea. I live in Ghana. What could this indicate? | The symptoms may be associated with Migraine. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
48 | Uganda | Yoruba | Emergency Medicine | Asthma | I am experiencing wheezing, shortness of breath. I live in Rwanda. What could this indicate? | The symptoms may be associated with Asthma. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
49 | Ghana | Yoruba | Pediatrics | Typhoid | I am experiencing fatigue, stomach pain. I live in Rwanda. What could this indicate? | The symptoms may be associated with Typhoid. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
50 | South Africa | Swahili | Emergency Medicine | Diabetes | I am experiencing thirst, frequent urination. I live in South Africa. What could this indicate? | The symptoms may be associated with Diabetes. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
51 | Nigeria | Swahili | Dermatology | Asthma | I am experiencing shortness of breath, wheezing. I live in Ghana. What could this indicate? | The symptoms may be associated with Asthma. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
52 | Ghana | Nigerian Pidgin | Dermatology | Malaria | I am experiencing chills, fever. I live in Kenya. What could this indicate? | The symptoms may be associated with Malaria. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
53 | South Africa | Swahili | Infectious Disease | Typhoid | I am experiencing stomach pain, fatigue. I live in Nigeria. What could this indicate? | The symptoms may be associated with Typhoid. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
54 | Rwanda | Swahili | Neurology | Diabetes | I am experiencing fatigue, frequent urination. I live in Rwanda. What could this indicate? | The symptoms may be associated with Diabetes. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | medium | low | true | synthetic_generation_pipeline_v1 |
55 | Kenya | Swahili | Emergency Medicine | Migraine | I am experiencing nausea, severe headache. I live in Nigeria. What could this indicate? | The symptoms may be associated with Migraine. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | low | true | synthetic_generation_pipeline_v1 |
56 | Tanzania | Yoruba | Emergency Medicine | Asthma | I am experiencing shortness of breath, wheezing. I live in Uganda. What could this indicate? | The symptoms may be associated with Asthma. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
57 | Rwanda | Nigerian Pidgin | Pediatrics | Asthma | I am experiencing shortness of breath, wheezing. I live in Tanzania. What could this indicate? | The symptoms may be associated with Asthma. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
58 | Tanzania | English | Pediatrics | Hypertension | I am experiencing blurred vision, dizziness. I live in Ghana. What could this indicate? | The symptoms may be associated with Hypertension. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
59 | Ghana | English | Neurology | Typhoid | I am experiencing fatigue, headache. I live in Nigeria. What could this indicate? | The symptoms may be associated with Typhoid. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | low | low | true | synthetic_generation_pipeline_v1 |
60 | Nigeria | Swahili | Dermatology | Asthma | I am experiencing wheezing, cough. I live in South Africa. What could this indicate? | The symptoms may be associated with Asthma. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
61 | Ghana | English | Cardiology | Food Poisoning | I am experiencing diarrhea, abdominal pain. I live in Tanzania. What could this indicate? | The symptoms may be associated with Food Poisoning. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | medium | low | true | synthetic_generation_pipeline_v1 |
62 | Tanzania | Yoruba | Dermatology | Migraine | I am experiencing light sensitivity, severe headache. I live in Tanzania. What could this indicate? | The symptoms may be associated with Migraine. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
63 | Rwanda | Yoruba | Emergency Medicine | Malaria | I am experiencing chills, fever. I live in Tanzania. What could this indicate? | The symptoms may be associated with Malaria. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
64 | Ghana | Nigerian Pidgin | Neurology | Hypertension | I am experiencing dizziness, headache. I live in Uganda. What could this indicate? | The symptoms may be associated with Hypertension. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
65 | Nigeria | Yoruba | Infectious Disease | Hypertension | I am experiencing dizziness, headache. I live in Tanzania. What could this indicate? | The symptoms may be associated with Hypertension. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
66 | Nigeria | Yoruba | General Practice | Migraine | I am experiencing severe headache, light sensitivity. I live in Ghana. What could this indicate? | The symptoms may be associated with Migraine. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
67 | Ghana | Nigerian Pidgin | Dermatology | Typhoid | I am experiencing headache, fatigue. I live in Tanzania. What could this indicate? | The symptoms may be associated with Typhoid. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | low | true | synthetic_generation_pipeline_v1 |
68 | Ghana | Nigerian Pidgin | Infectious Disease | Typhoid | I am experiencing stomach pain, headache. I live in Tanzania. What could this indicate? | The symptoms may be associated with Typhoid. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
69 | Uganda | Swahili | Cardiology | Food Poisoning | I am experiencing abdominal pain, vomiting. I live in South Africa. What could this indicate? | The symptoms may be associated with Food Poisoning. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
70 | Kenya | English | General Practice | Migraine | I am experiencing light sensitivity, nausea. I live in Nigeria. What could this indicate? | The symptoms may be associated with Migraine. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
71 | Ghana | Nigerian Pidgin | Emergency Medicine | Malaria | I am experiencing body pain, chills. I live in Kenya. What could this indicate? | The symptoms may be associated with Malaria. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
72 | Rwanda | Nigerian Pidgin | Pediatrics | Food Poisoning | I am experiencing vomiting, abdominal pain. I live in Rwanda. What could this indicate? | The symptoms may be associated with Food Poisoning. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
73 | Nigeria | English | General Practice | Typhoid | I am experiencing stomach pain, headache. I live in Rwanda. What could this indicate? | The symptoms may be associated with Typhoid. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
74 | Kenya | English | Neurology | Food Poisoning | I am experiencing diarrhea, abdominal pain. I live in Uganda. What could this indicate? | The symptoms may be associated with Food Poisoning. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
75 | Nigeria | Nigerian Pidgin | Emergency Medicine | Diabetes | I am experiencing fatigue, frequent urination. I live in Rwanda. What could this indicate? | The symptoms may be associated with Diabetes. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
76 | Ghana | Swahili | General Practice | Migraine | I am experiencing severe headache, nausea. I live in Nigeria. What could this indicate? | The symptoms may be associated with Migraine. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
77 | Kenya | English | Emergency Medicine | Diabetes | I am experiencing fatigue, frequent urination. I live in Kenya. What could this indicate? | The symptoms may be associated with Diabetes. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | low | low | true | synthetic_generation_pipeline_v1 |
78 | Nigeria | English | Infectious Disease | Hypertension | I am experiencing headache, dizziness. I live in Kenya. What could this indicate? | The symptoms may be associated with Hypertension. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
79 | Uganda | Nigerian Pidgin | Emergency Medicine | Food Poisoning | I am experiencing abdominal pain, diarrhea. I live in Rwanda. What could this indicate? | The symptoms may be associated with Food Poisoning. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
80 | Ghana | English | General Practice | Typhoid | I am experiencing fatigue, stomach pain. I live in Uganda. What could this indicate? | The symptoms may be associated with Typhoid. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
81 | Nigeria | Swahili | Dermatology | Typhoid | I am experiencing headache, stomach pain. I live in Nigeria. What could this indicate? | The symptoms may be associated with Typhoid. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
82 | Tanzania | Nigerian Pidgin | Neurology | Migraine | I am experiencing light sensitivity, severe headache. I live in Kenya. What could this indicate? | The symptoms may be associated with Migraine. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
83 | Nigeria | Yoruba | General Practice | Food Poisoning | I am experiencing abdominal pain, diarrhea. I live in South Africa. What could this indicate? | The symptoms may be associated with Food Poisoning. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
84 | South Africa | Nigerian Pidgin | Emergency Medicine | Typhoid | I am experiencing fatigue, headache. I live in Tanzania. What could this indicate? | The symptoms may be associated with Typhoid. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | high | true | synthetic_generation_pipeline_v1 |
85 | Tanzania | Swahili | Dermatology | Diabetes | I am experiencing frequent urination, fatigue. I live in Ghana. What could this indicate? | The symptoms may be associated with Diabetes. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
86 | Tanzania | Nigerian Pidgin | Emergency Medicine | Diabetes | I am experiencing fatigue, frequent urination. I live in Nigeria. What could this indicate? | The symptoms may be associated with Diabetes. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
87 | Nigeria | Yoruba | Cardiology | Typhoid | I am experiencing headache, fatigue. I live in Ghana. What could this indicate? | The symptoms may be associated with Typhoid. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | low | medium | true | synthetic_generation_pipeline_v1 |
88 | Nigeria | Nigerian Pidgin | Infectious Disease | Hypertension | I am experiencing dizziness, headache. I live in Rwanda. What could this indicate? | The symptoms may be associated with Hypertension. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
89 | Kenya | Nigerian Pidgin | Infectious Disease | Typhoid | I am experiencing stomach pain, fatigue. I live in Uganda. What could this indicate? | The symptoms may be associated with Typhoid. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
90 | Rwanda | Nigerian Pidgin | Pediatrics | Hypertension | I am experiencing dizziness, blurred vision. I live in Nigeria. What could this indicate? | The symptoms may be associated with Hypertension. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
91 | Kenya | Yoruba | Cardiology | Asthma | I am experiencing wheezing, cough. I live in Ghana. What could this indicate? | The symptoms may be associated with Asthma. Do not self-medicate without guidance. This dataset is synthetic and not intended for clinical diagnosis. | medium | medium | true | synthetic_generation_pipeline_v1 |
92 | Tanzania | English | Dermatology | Typhoid | I am experiencing headache, fatigue. I live in Rwanda. What could this indicate? | The symptoms may be associated with Typhoid. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
93 | South Africa | Swahili | Cardiology | Diabetes | I am experiencing frequent urination, thirst. I live in South Africa. What could this indicate? | The symptoms may be associated with Diabetes. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
94 | Kenya | Swahili | Neurology | Hypertension | I am experiencing blurred vision, headache. I live in Rwanda. What could this indicate? | The symptoms may be associated with Hypertension. Emergency assessment may be required. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
95 | Nigeria | Nigerian Pidgin | Pediatrics | Diabetes | I am experiencing fatigue, thirst. I live in Rwanda. What could this indicate? | The symptoms may be associated with Diabetes. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
96 | Uganda | Swahili | Infectious Disease | Diabetes | I am experiencing frequent urination, thirst. I live in Rwanda. What could this indicate? | The symptoms may be associated with Diabetes. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | medium | high | true | synthetic_generation_pipeline_v1 |
97 | South Africa | Swahili | Cardiology | Malaria | I am experiencing body pain, fever. I live in Tanzania. What could this indicate? | The symptoms may be associated with Malaria. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | medium | true | synthetic_generation_pipeline_v1 |
98 | Tanzania | English | Dermatology | Diabetes | I am experiencing frequent urination, fatigue. I live in South Africa. What could this indicate? | The symptoms may be associated with Diabetes. Hydration and rest are recommended. This dataset is synthetic and not intended for clinical diagnosis. | high | low | true | synthetic_generation_pipeline_v1 |
99 | Tanzania | English | Pediatrics | Hypertension | I am experiencing headache, dizziness. I live in Kenya. What could this indicate? | The symptoms may be associated with Hypertension. Seek professional medical evaluation. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
100 | Nigeria | English | Pediatrics | Hypertension | I am experiencing dizziness, blurred vision. I live in Uganda. What could this indicate? | The symptoms may be associated with Hypertension. Monitor symptoms closely. This dataset is synthetic and not intended for clinical diagnosis. | low | high | true | synthetic_generation_pipeline_v1 |
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YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
---
language:
- en
license: apache-2.0
task_categories:
- text-generation
- question-answering
- text-classification
pretty_name: Synthetic African Clinical NLP Benchmark
size_categories:
- 1K<n<10K
tags:
- healthcare
- medical
- africa
- synthetic-data
- clinical-nlp
- llm
- rag
- evaluation
- hallucination-detection
viewer: false
---
# Synthetic African Clinical NLP Benchmark (8K)
## Overview
This dataset is a fully synthetic benchmark designed for:
- Clinical NLP experimentation
- LLM evaluation
- Healthcare chatbot benchmarking
- RAG testing
- Hallucination and safety analysis
The dataset contains 8,000 JSONL records representing synthetic healthcare interactions inspired by African healthcare contexts.
## Important Disclaimer
This dataset:
- DOES NOT contain real patient data
- SHOULD NOT be used for real clinical diagnosis
- IS intended for research and educational purposes only
## Dataset Structure
Each row contains:
- `id`
- `country`
- `language`
- `medical_specialty`
- `condition_category`
- `patient_query`
- `assistant_response`
- `urgency_level`
- `hallucination_risk`
- `synthetic`
- `source`
## Example
```json
{
"id": 1,
"country": "Nigeria",
"language": "English",
"medical_specialty": "General Practice",
"condition_category": "Malaria",
"patient_query": "I am experiencing fever and chills.",
"assistant_response": "The symptoms may be associated with Malaria.",
"urgency_level": "medium",
"hallucination_risk": "low",
"synthetic": true,
"source": "synthetic_generation_pipeline_v1"
}
Intended Use
This dataset is intended for:
- AI research
- Healthcare NLP experimentation
- Evaluation benchmarking
- RAG systems testing
- Educational use
Limitations
- Fully synthetic data
- Not clinically validated
- Not intended for diagnosis
- Limited demographic realism
Ethics
This benchmark was designed to avoid exposure of sensitive patient data while supporting research into healthcare AI systems.
Synthetic African Clinical NLP Benchmark (8K)
Overview
This dataset is a fully synthetic benchmark designed for:
- Clinical NLP experimentation
- LLM evaluation
- Healthcare chatbot benchmarking
- RAG testing
- Hallucination and safety analysis
The dataset contains 8,000 JSONL records representing synthetic healthcare interactions inspired by common African healthcare contexts.
Important Disclaimer
This dataset:
- DOES NOT contain real patient data
- SHOULD NOT be used for real clinical diagnosis
- IS intended for research and educational purposes only
File Format
The dataset is provided in JSONL format.
Example:
{
"id": 1,
"country": "Nigeria",
"language": "English",
"medical_specialty": "General Practice",
"condition_category": "Malaria",
"patient_query": "I am experiencing fever and chills...",
"assistant_response": "The symptoms may be associated with Malaria...",
"urgency_level": "medium",
"hallucination_risk": "low",
"synthetic": true,
"source": "synthetic_generation_pipeline_v1"
}
Suggested Use Cases
- Clinical QA benchmarking
- African healthcare NLP research
- Retrieval-Augmented Generation evaluation
- Hallucination detection
- Fine-tuning experiments
- Safety evaluation for medical LLMs
Recommended Hugging Face Dataset Card Sections
- Motivation
- Data Generation
- Intended Use
- Limitations
- Ethical Considerations
- Citation
Suggested Global Talent Positioning
This project can support:
- Open-source AI contributions
- Public technical visibility
- Domain-specific NLP work
- AI safety and evaluation research
- African AI ecosystem contributions
Suggested Next Steps
- Publish on Hugging Face
- Create GitHub repository
- Add evaluation scripts
- Add benchmark metrics
- Publish technical article
- Add synthetic multilingual clinical examples
License
Recommended: Apache 2.0 or MIT
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