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---
license: mit
task_categories:
- text-retrieval
- information-retrieval
tags:
- e-commerce
- product-search
- ranking
- amazon
size_categories:
- 1M<n<10M
---
# Amazon Shopping Queries Dataset
This dataset contains Amazon shopping queries and product information for training product ranking models.
## Dataset Files
1. **shopping_queries_dataset_examples.parquet**: Query-product pairs with ESCI labels
2. **shopping_queries_dataset_products.parquet**: Product catalog with titles and descriptions
3. **shopping_queries_dataset_sources.csv**: Source metadata
## Usage
```python
from huggingface_hub import hf_hub_download
import pandas as pd
# Download files
examples_path = hf_hub_download(
repo_id="khanmu2003/amazon-shopping-queries-dataset",
filename="shopping_queries_dataset_examples.parquet",
repo_type="dataset"
)
products_path = hf_hub_download(
repo_id="khanmu2003/amazon-shopping-queries-dataset",
filename="shopping_queries_dataset_products.parquet",
repo_type="dataset"
)
sources_path = hf_hub_download(
repo_id="khanmu2003/amazon-shopping-queries-dataset",
filename="shopping_queries_dataset_sources.csv",
repo_type="dataset"
)
# Load data
df_examples = pd.read_parquet(examples_path)
df_products = pd.read_parquet(products_path)
df_sources = pd.read_csv(sources_path)
```
## Citation
If you use this dataset, please cite appropriately.
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