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1653a51
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Duplicate from kamruzzaman-asif/Diseases_Dataset
Browse filesCo-authored-by: Kamruzzaman Asif <kamruzzaman-asif@users.noreply.huggingface.co>
- .gitattributes +59 -0
- README.md +115 -0
- data/IndianServers-00000-of-00001.parquet +3 -0
- data/QuyenAnh-00000-of-00001.parquet +3 -0
- data/celikmus-00000-of-00001.parquet +3 -0
- data/dhivyeshrk-00000-of-00001.parquet +3 -0
- data/duxTecblic-00000-of-00001.parquet +3 -0
- data/itachi9604-00000-of-00001.parquet +3 -0
- data/symptom2disease-00000-of-00001.parquet +3 -0
- data/ventis-00000-of-00001.parquet +3 -0
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# Audio files - uncompressed
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README.md
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@@ -0,0 +1,115 @@
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---
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dataset_info:
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features:
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- name: Disease
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dtype: string
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- name: Symptoms
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dtype: string
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- name: Treatments
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dtype: string
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splits:
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- name: QuyenAnh
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num_bytes: 107143
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num_examples: 400
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- name: ventis
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num_bytes: 487119
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num_examples: 6661
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- name: celikmus
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num_bytes: 1326158
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num_examples: 1058
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- name: duxTecblic
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num_bytes: 1685071
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num_examples: 5634
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- name: dhivyeshrk
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num_bytes: 28884286
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num_examples: 246945
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- name: IndianServers
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num_bytes: 178759
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num_examples: 796
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- name: itachi9604
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num_bytes: 629982
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num_examples: 4920
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- name: symptom2disease
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num_bytes: 235583
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num_examples: 1200
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download_size: 4859083
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dataset_size: 33534101
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configs:
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- config_name: default
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data_files:
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- split: QuyenAnh
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path: data/QuyenAnh-*
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- split: ventis
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path: data/ventis-*
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- split: celikmus
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path: data/celikmus-*
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- split: duxTecblic
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path: data/duxTecblic-*
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- split: dhivyeshrk
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path: data/dhivyeshrk-*
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- split: IndianServers
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path: data/IndianServers-*
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- split: itachi9604
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path: data/itachi9604-*
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- split: symptom2disease
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path: data/symptom2disease-*
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license: apache-2.0
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task_categories:
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- text-classification
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language:
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- en
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tags:
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- medical
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- diseases
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---
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# 🩺 Diseases Dataset
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A consolidated medical dataset combining disease names, symptoms, and treatments collected from multiple public datasets across Hugging Face and Kaggle. This dataset can be used for building disease prediction, symptom clustering, and medical assistant models.
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---
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## 📦 Dataset Summary
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| Field | Type | Description |
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|------------|--------|----------------------------------------------|
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| Disease | string | Name of the disease or condition |
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| Symptoms | string | List of symptoms or Description of symptomps |
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| Treatments | string | (Optional) Treatment suggestions if present |
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Most splits include disease and symptoms. Treatment data is available in a few sources (like `QuyenAnh`), and left blank where unavailable.
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---
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## 📊 Dataset Statistics
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| Split Name | Source Dataset | Examples | Size |
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|------------------|--------------------------------------------------|----------|-----------|
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| `QuyenAnh` | `QuyenAnhDE/Diseases_Symptoms` | 400 | 107 KB |
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| `ventis` | `venetis/symptom_text_to_disease_mk2` | 6,661 | 487 KB |
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| `celikmus` | `dux-tecblic/symptom-disease-dataset` | 1,058 | 1.3 MB |
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| `duxTecblic` | `dux-tecblic/symptom-disease-dataset` (mapped) | 5,634 | 1.7 MB |
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| `dhivyeshrk` | `dhivyeshrk/Disease-Symptom-Extensive-Clean` | 246,945 | 28.9 MB |
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| `IndianServers` | `IndianServers/diseasessymptoms` | 796 | 179 KB |
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| `itachi9604` | `Disease-Symptom-Description-Dataset (Kaggle)` | 4,920 | 630 KB |
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| `symptom2disease`| `Symptom2Disease (Kaggle)` | 1,200 | 236 KB |
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---
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## 🛠 Usage Example
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```python
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from datasets import load_dataset
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dataset = load_dataset("kamruzzaman-asif/Diseases_Dataset", split="dhivyeshrk")
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print(dataset[0])
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# {
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# 'Disease': 'Acne',
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# 'Symptoms': 'skin rash, pimples, blackheads',
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# 'Treatments': ''
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# }
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data/IndianServers-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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data/QuyenAnh-00000-of-00001.parquet
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data/celikmus-00000-of-00001.parquet
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data/dhivyeshrk-00000-of-00001.parquet
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data/duxTecblic-00000-of-00001.parquet
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data/itachi9604-00000-of-00001.parquet
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data/symptom2disease-00000-of-00001.parquet
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data/ventis-00000-of-00001.parquet
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