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README.md

@@ -1,19 +1,81 @@
----
-dataset_info:
-  features:
-  - name: label
-    dtype: string
-  - name: text
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 539656
-    num_examples: 4380
-  download_size: 178242
-  dataset_size: 539656
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
----
+---
+license: cc-by-4.0
+task_categories:
+- text-classification
+language:
+- fil
+tags:
+- medical
+- symptoms
+- disease-classification
+- healthcare
+- filipino
+size_categories:
+- n<1K
+---
+
+# Symptom2Disease Filipino Dataset
+
+## Dataset Description
+
+This dataset contains symptom descriptions mapped to disease labels in Filipino language. It can be used for training models to classify diseases based on symptom descriptions in Filipino.
+
+### Dataset Structure
+
+Each example contains:
+- `label`: The disease name (e.g., Typhoid, Impetigo, Dengue)
+- `text`: A description of symptoms in natural Filipino language
+
+### Supported Tasks
+
+- **Text Classification**: Disease classification based on symptom descriptions
+- **Healthcare NLP**: Filipino language health symptom understanding
+
+### Language
+
+- Filipino (fil)
+
+### Data Statistics
+
+**English Dataset:**
+- Total examples: 4380
+- Unique diseases: 6
+- Diseases: Dengue, Pneumonia, Diarrhea, Influenza, Typhoid, Measles
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("notlath/dataset_eng_cleaned")
+
+# Access the data
+print(dataset['train'][0])
+```
+
+## Dataset Structure
+
+The dataset is provided as a single training set. You may want to split it for your specific use case:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("notlath/dataset_eng_cleaned")
+dataset = dataset['train'].train_test_split(test_size=0.2, seed=42)
+
+train_dataset = dataset['train']
+test_dataset = dataset['test']
+```
+
+## Citation
+
+If you use this dataset in your research, please cite:
+
+```
+[Add your citation information here]
+```
+
+## License
+
+This dataset is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0).