# Dataset Card for "esci"
ESCI product search dataset
https://github.com/amazon-science/esci-data/

Preprocessings: 

-joined the two relevant files

-product_text aggregate all product text

-mapped esci_label to full name 

```bib
@article{reddy2022shopping,
title={Shopping Queries Dataset: A Large-Scale {ESCI} Benchmark for Improving Product Search},
author={Chandan K. Reddy and Lluís Màrquez and Fran Valero and Nikhil Rao and Hugo Zaragoza and Sambaran Bandyopadhyay and Arnab Biswas and Anlu Xing and Karthik Subbian},
year={2022},
eprint={2206.06588},
archivePrefix={arXiv}
}
```
task_categories:text-classification task_categories:text-retrieval language:en language:ja language:es license:apache-2.0 arxiv:2206.06588 region:us
{"language": ["en", "ja", "es"], "license": "apache-2.0", "task_categories": ["text-classification", "text-retrieval"], "dataset_info": {"features": [{"name": "example_id", "dtype": "int64"}, {"name": "query", "dtype": "string"}, {"name": "query_id", "dtype": "int64"}, {"name": "product_id", "dtype": "string"}, {"name": "product_locale", "dtype": "string"}, {"name": "esci_label", "dtype": "string"}, {"name": "small_version", "dtype": "int64"}, {"name": "large_version", "dtype": "int64"}, {"name": "product_title", "dtype": "string"}, {"name": "product_description", "dtype": "string"}, {"name": "product_bullet_point", "dtype": "string"}, {"name": "product_brand", "dtype": "string"}, {"name": "product_color", "dtype": "string"}, {"name": "product_text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 5047037946, "num_examples": 2027874}, {"name": "test", "num_bytes": 1631847321, "num_examples": 652490}], "download_size": 2517788457, "dataset_size": 6678885267}}
TAGS
#task_categories-text-classification #task_categories-text-retrieval #language-English #language-Japanese #language-Spanish #license-apache-2.0 #arxiv-2206.06588 #region-us 

# Dataset Card for "esci"
ESCI product search dataset
URL

Preprocessings: 

-joined the two relevant files

-product_text aggregate all product text

-mapped esci_label to full name 


# Dataset Card for "esci"
ESCI product search dataset
URL

Preprocessings: 

-joined the two relevant files

-product_text aggregate all product text

-mapped esci_label to full name
TAGS
#task_categories-text-classification #task_categories-text-retrieval #language-English #language-Japanese #language-Spanish #license-apache-2.0 #arxiv-2206.06588 #region-us 
 # Dataset Card for "esci"
ESCI product search dataset
URL

Preprocessings: 

-joined the two relevant files

-product_text aggregate all product text

-mapped esci_label to full name
passage: TAGS
#task_categories-text-classification #task_categories-text-retrieval #language-English #language-Japanese #language-Spanish #license-apache-2.0 #arxiv-2206.06588 #region-us 
# Dataset Card for "esci"
ESCI product search dataset
URL

Preprocessings: 

-joined the two relevant files

-product_text aggregate all product text

-mapped esci_label to full name