README.md

metadata

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

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.