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README.md

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+---
+license: mit
+task_categories:
+- text-classification
+tags:
+- text-classification
+- sentiment-analysis
+- amazon
+- reviews
+- nlp
+- data-centric-ai
+---
+
+# Amazon Reviews Dataset
+
+This dataset contains Amazon product reviews with binary sentiment labels (positive, negative) for text classification tasks.
+
+## Dataset Description
+
+The dataset includes:
+- `train.csv` - Training set, 5000 samples
+- `test.csv` - Test set, 1000 samples
+
+## Usage
+
+```python
+import pandas as pd
+from huggingface_hub import hf_hub_download
+
+# Download the training set
+file_path = hf_hub_download(
+    repo_id="Cleanlab/amazon-reviews",
+    filename="train.csv",
+    repo_type="dataset"
+)
+df = pd.read_csv(file_path)
+print(df.head())
+```
+
+## License
+
+MIT License