ST

Studeni/AMAZON-Products-2023

Dataset

21

stars

9

commits

1

linked in READMEs

Dec 4, 2025

updated

amazon
e-commerce
products

README

Dataset Card for Amazon Products 2023

Dataset Summary

This dataset contains product metadata from Amazon, filtered to include only products that became available in 2023. The dataset is intended for use in semantic search applications and includes a variety of product categories.

  • Number of Rows: 117,243
  • Number of Columns: 15

Data Source

The data is sourced from Amazon Reviews 2023. It includes product information across multiple categories, with additional embeddings.

Embeddings were created from the title + description using the text-embedding-3-small model.

Dataset Structure

Number of Products by Filename

filenameproduct_count
0meta_Amazon_Fashion470
1meta_Appliances573
2meta_Arts_Crafts_and_Sewing2948
3meta_Automotive7161
4meta_Baby_Products526
5meta_Beauty_and_Personal_Care1402
6meta_Books2
7meta_CDs_and_Vinyl1319
8meta_Cell_Phones_and_Accessories5062
9meta_Clothing_Shoes_and_Jewelry41777
10meta_Digital_Music56
11meta_Electronics7681
12meta_Gift_Cards8
13meta_Grocery_and_Gourmet_Food96
14meta_Handmade_Products1018
15meta_Health_and_Household4760
16meta_Health_and_Personal_Care93
17meta_Home_and_Kitchen17326
18meta_Industrial_and_Scientific1216
19meta_Magazine_Subscriptions3
20meta_Musical_Instruments639
21meta_Office_Products3545
22meta_Patio_Lawn_and_Garden3075
23meta_Pet_Supplies2742
24meta_Software157
25meta_Sports_and_Outdoors6343
26meta_Tools_and_Home_Improvement4776
27meta_Toys_and_Games1367
28meta_Unknown541
29meta_Video_Games561

Columns

  • parent_asin (str): Unique identifier for the product.
  • date_first_available (datetime64[ns]): The date when the product first became available.
  • title (str): Title of the product.
  • description (str): Description of the product.
  • filename (str): Filename associated with the product metadata.
  • main_category (str): Main category of the product.
  • categories (List[str]): Subcategories of the product.
  • store (str): Store information for the product.
  • average_rating (float64): Average rating of the product.
  • rating_number (float64): Number of ratings for the product.
  • price (float64): Price of the product.
  • features (List[str]): Features of the product.
  • details (str): Additional details of the product. The string is JSON serializable.
  • embeddings (List[float64]): Embeddings generated for the product using text-embedding-3-small model.
  • image (str): URL of the product image.

Missing Values

  • main_category: 24,805 missing values
  • store: 253 missing values
  • rating_number: 6 missing values
  • price: 35,869 missing values

Sample Data

[
  {
    "parent_asin": "B000044U2O",
    "date_first_available": "2023-04-29T00:00:00",
    "title": "Anomie & Bonhomie",
    "description": "Amazon.com Fans of Scritti Politti's synth-pop-funk masterpiece Cupid & Psyche 85 may be shocked by how far afield Scritti mastermind Green Gartside has gone since then. Anomie & Bonhomie, his return to recording after a decadelong absence, ranges from guest shots by rappers and funksters such as Mos Def and Me'Shell Ndegeocello to Foo Fighters tributes. Gartside's trademark breathy vocals and spot-on melodicism do find their places here, but are often forced to make way for other influences. Neither a total success nor a total failure, Anomie does display a spark that makes one hope that Gartside doesn't wait so long to record again. --Rickey Wright",
    "filename": "meta_Digital_Music",
    "main_category": "Digital Music",
    "categories": [],
    "store": "Scritti Politti Format: Audio CD",
    "average_rating": 4.2,
    "rating_number": 56.0,
    "price": null,
    "features": [],
    "details": "{'Date First Available': 'April 29, 2023'}",
    "embeddings": [],
    "image": "https://m.media-amazon.com/images/I/41T618NE88L.jpg"
  },
  ...
]

Usage

This dataset can be used for various applications, including:

  • Semantic Search: Utilizing the embeddings to find similar products based on textual descriptions.
  • Product Recommendation: Enhancing recommendation systems with detailed product metadata.

Citation

@article{hou2024bridging,
  title={Bridging Language and Items for Retrieval and Recommendation},
  author={Hou, Yupeng and Li, Jiacheng and He, Zhankui and Yan, An and Chen, Xiusi and McAuley, Julian},
  journal={arXiv preprint arXiv:2403.03952},
  year={2024}
}

Contact

For questions or issues regarding the dataset, please contact Amazon Reviews 2023.

Contributors

MS
milistu

1 commits

ST

Studeni/AMAZON-Products-2023

Dataset

21

stars

9

commits

1

linked in READMEs

Dec 4, 2025

updated

amazon
e-commerce
products

README

Dataset Card for Amazon Products 2023

Dataset Summary

This dataset contains product metadata from Amazon, filtered to include only products that became available in 2023. The dataset is intended for use in semantic search applications and includes a variety of product categories.

  • Number of Rows: 117,243
  • Number of Columns: 15

Data Source

The data is sourced from Amazon Reviews 2023. It includes product information across multiple categories, with additional embeddings.

Embeddings were created from the title + description using the text-embedding-3-small model.

Dataset Structure

Number of Products by Filename

filenameproduct_count
0meta_Amazon_Fashion470
1meta_Appliances573
2meta_Arts_Crafts_and_Sewing2948
3meta_Automotive7161
4meta_Baby_Products526
5meta_Beauty_and_Personal_Care1402
6meta_Books2
7meta_CDs_and_Vinyl1319
8meta_Cell_Phones_and_Accessories5062
9meta_Clothing_Shoes_and_Jewelry41777
10meta_Digital_Music56
11meta_Electronics7681
12meta_Gift_Cards8
13meta_Grocery_and_Gourmet_Food96
14meta_Handmade_Products1018
15meta_Health_and_Household4760
16meta_Health_and_Personal_Care93
17meta_Home_and_Kitchen17326
18meta_Industrial_and_Scientific1216
19meta_Magazine_Subscriptions3
20meta_Musical_Instruments639
21meta_Office_Products3545
22meta_Patio_Lawn_and_Garden3075
23meta_Pet_Supplies2742
24meta_Software157
25meta_Sports_and_Outdoors6343
26meta_Tools_and_Home_Improvement4776
27meta_Toys_and_Games1367
28meta_Unknown541
29meta_Video_Games561

Columns

  • parent_asin (str): Unique identifier for the product.
  • date_first_available (datetime64[ns]): The date when the product first became available.
  • title (str): Title of the product.
  • description (str): Description of the product.
  • filename (str): Filename associated with the product metadata.
  • main_category (str): Main category of the product.
  • categories (List[str]): Subcategories of the product.
  • store (str): Store information for the product.
  • average_rating (float64): Average rating of the product.
  • rating_number (float64): Number of ratings for the product.
  • price (float64): Price of the product.
  • features (List[str]): Features of the product.
  • details (str): Additional details of the product. The string is JSON serializable.
  • embeddings (List[float64]): Embeddings generated for the product using text-embedding-3-small model.
  • image (str): URL of the product image.

Missing Values

  • main_category: 24,805 missing values
  • store: 253 missing values
  • rating_number: 6 missing values
  • price: 35,869 missing values

Sample Data

[
  {
    "parent_asin": "B000044U2O",
    "date_first_available": "2023-04-29T00:00:00",
    "title": "Anomie & Bonhomie",
    "description": "Amazon.com Fans of Scritti Politti's synth-pop-funk masterpiece Cupid & Psyche 85 may be shocked by how far afield Scritti mastermind Green Gartside has gone since then. Anomie & Bonhomie, his return to recording after a decadelong absence, ranges from guest shots by rappers and funksters such as Mos Def and Me'Shell Ndegeocello to Foo Fighters tributes. Gartside's trademark breathy vocals and spot-on melodicism do find their places here, but are often forced to make way for other influences. Neither a total success nor a total failure, Anomie does display a spark that makes one hope that Gartside doesn't wait so long to record again. --Rickey Wright",
    "filename": "meta_Digital_Music",
    "main_category": "Digital Music",
    "categories": [],
    "store": "Scritti Politti Format: Audio CD",
    "average_rating": 4.2,
    "rating_number": 56.0,
    "price": null,
    "features": [],
    "details": "{'Date First Available': 'April 29, 2023'}",
    "embeddings": [],
    "image": "https://m.media-amazon.com/images/I/41T618NE88L.jpg"
  },
  ...
]

Usage

This dataset can be used for various applications, including:

  • Semantic Search: Utilizing the embeddings to find similar products based on textual descriptions.
  • Product Recommendation: Enhancing recommendation systems with detailed product metadata.

Citation

@article{hou2024bridging,
  title={Bridging Language and Items for Retrieval and Recommendation},
  author={Hou, Yupeng and Li, Jiacheng and He, Zhankui and Yan, An and Chen, Xiusi and McAuley, Julian},
  journal={arXiv preprint arXiv:2403.03952},
  year={2024}
}

Contact

For questions or issues regarding the dataset, please contact Amazon Reviews 2023.

Contributors

MS
milistu

1 commits