--- dataset_info: - config_name: combined_description features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: image_description dtype: string - name: image_description_formatted dtype: string splits: - name: train num_bytes: 1080709589 num_examples: 257549 download_size: 477460754 dataset_size: 1080709589 - config_name: combined_description_embeddings features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: image_description dtype: string - name: image_description_formatted dtype: string - name: text dtype: string - name: token_count dtype: int64 - name: embeddings sequence: float64 splits: - name: train num_bytes: 4515596823 num_examples: 257549 download_size: 2993893056 dataset_size: 4515596823 - config_name: combined_description_formatted features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: image_description dtype: string - name: image_description_formatted dtype: string - name: text dtype: string - name: token_count dtype: int64 splits: - name: train num_bytes: 1349803878 num_examples: 257549 download_size: 603874757 dataset_size: 1349803878 - config_name: dataset_img_desc features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: image_description dtype: string splits: - name: train num_bytes: 805035290 num_examples: 257549 download_size: 347928267 dataset_size: 805035290 - config_name: default features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string splits: - name: train num_bytes: 685500464 num_examples: 257548 download_size: 300407714 dataset_size: 685500464 - config_name: embeddings features: - name: parent_asin dtype: string - name: embeddings sequence: float64 - name: tokens dtype: int64 - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 3173506456 num_examples: 257548 download_size: 3228944899 dataset_size: 3173506456 - config_name: formatted features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: thumb dtype: string - name: large dtype: string - name: variant dtype: string - name: hi_res dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: text dtype: string splits: - name: train num_bytes: 915734700 num_examples: 257548 download_size: 426613540 dataset_size: 915734700 - config_name: formatted_and_embedded features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: text dtype: string - name: embeddings sequence: float64 - name: tokens dtype: int64 - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 4085635446 num_examples: 257548 download_size: 3653495072 dataset_size: 4085635446 - config_name: image_embeddings features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: embedding sequence: float64 - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 1743231355 num_examples: 257506 download_size: 1309663558 dataset_size: 1743231355 - config_name: product2query_V1 features: - name: main_category dtype: string - name: title dtype: string - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: store dtype: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: short_query dtype: string - name: long_query dtype: string splits: - name: train num_bytes: 357508321 num_examples: 257549 download_size: 226719494 dataset_size: 357508321 - config_name: products2query features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: short_query dtype: string - name: long_query dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 626126950 num_examples: 228226 - name: test num_bytes: 69469606 num_examples: 25359 download_size: 325569351 dataset_size: 695596556 - config_name: query_columns features: - name: main_category dtype: string - name: title dtype: string - name: average_rating dtype: float64 - name: rating_number dtype: int64 - name: features dtype: string - name: description dtype: string - name: price dtype: float64 - name: images list: - name: hi_res dtype: string - name: large dtype: string - name: thumb dtype: string - name: variant dtype: string - name: videos list: - name: title dtype: string - name: url dtype: string - name: user_id dtype: string - name: store dtype: string - name: categories sequence: string - name: parent_asin dtype: string - name: brand dtype: string - name: manufacturer dtype: string - name: product_dimensions dtype: string - name: color dtype: string - name: material dtype: string - name: item_form dtype: string - name: item_model_number dtype: string - name: age_range_(description) dtype: string - name: item_weight dtype: string - name: skin_type dtype: string - name: package_dimensions dtype: string - name: hair_type dtype: string - name: unit_count dtype: string - name: number_of_items dtype: float64 - name: scent dtype: string - name: material_type dtype: string - name: style dtype: string - name: date_first_available dtype: float64 - name: best_sellers_rank dtype: string - name: department dtype: string - name: size dtype: string - name: country_of_origin dtype: string - name: brand_name dtype: string - name: package_weight dtype: string - name: sport_type dtype: string - name: closure_type dtype: string - name: short_query dtype: string - name: long_query dtype: string splits: - name: train num_bytes: 712918693 num_examples: 257549 download_size: 319192681 dataset_size: 712918693 configs: - config_name: combined_description data_files: - split: train path: combined_description/train-* - config_name: combined_description_embeddings data_files: - split: train path: combined_description_embeddings/train-* - config_name: combined_description_formatted data_files: - split: train path: combined_description_formatted/train-* - config_name: dataset_img_desc data_files: - split: train path: dataset_img_desc/train-* - config_name: default data_files: - split: train path: data/train-* - config_name: embeddings data_files: - split: train path: embeddings/train-* - config_name: formatted data_files: - split: train path: formatted/train-* - config_name: formatted_and_embedded data_files: - split: train path: formatted_and_embedded/train-* - config_name: image_embeddings data_files: - split: train path: image_embeddings/train-* - config_name: product2query_V1 data_files: - split: train path: product2query_V1/train-* - config_name: products2query data_files: - split: train path: products2query/train-* - split: test path: products2query/test-* - config_name: query_columns data_files: - split: train path: query_columns/train-* --- # Dataset Card for Dataset Name Original datasets can be found on: https://amazon-reviews-2023.github.io/ ## Dataset Details This dataset was made as sample of several datasets from the link above. ### Dataset Description This dataset is a curated sample derived from seven filtered Amazon product category datasets(Amazon All Beauty, Amazon Fashion, Sports and Outdoors, Health and Personal Care, Amazon Clothing Shoes and Jewlery, Baby Products and Beauty and Personal Care), combining diverse product information across categories. The dataset contains 258k entries, each representing a unique product and its associated metadata. Designed for product-related analysis, this dataset is well-suited for tasks such as embedding generation, recommendation systems, and NLP model training.

Dataset Versions:

### Original Structure
Field Type Explanation
main_category str Main category (i.e., domain) of the product.
title str Name of the product.
average_rating float Rating of the product shown on the product page.
rating_number int Number of ratings in the product.
features list Bullet-point format features of the product.
description list Description of the product.
price float Price in US dollars (at time of crawling).
images list Images of the product. Each image has different sizes (thumb, large, hi_res). The “variant” field shows the position of image.
videos list Videos of the product including title and url.
store str Store name of the product.
categories list Hierarchical categories of the product.
details dict Product details, including materials, brand, sizes, etc.
parent_asin str Parent ID of the product.
bought_together list Recommended bundles from the websites.
### Modifications made ### Dataset Size ### Final Structure
Field Type Explanation
main_category str Main category
title str Name of the product
average_rating float Rating of the product shown on the product page.
rating_number int Number of ratings in the product.
features list Bullet-point format features of the product.
description list Description of the product.
price float Price in US dollars (at time of crawling).
images list Images of the product. Each image has different sizes (thumb, large, hi_res). The “variant” field shows the position of image.
videos list Videos of the product including title and url.
store str Store name of the product.
details dict Product details, including materials, brand, sizes, etc.
parent_asin str Parent ID of the product.
upc str Universal Product Code (UPC), a barcode for uniquely identifying the product.
brand str Brand
manufacturer str Manufacturer of the product
product_dimensions str Dimensions of the product
color str Color
material str Material
item_form str Form of the item (e.g., liquid, solid, gel).
item_model_number str Model number of the product
age_range_(description) str Recommended age range for the product, often used for toys or children’s products.
item_weight str Weight of the item
skin_type str Suitable skin types for the product (e.g., oily, dry, sensitive).
package_dimensions str Dimensions of the product packaging
hair_type str Suitable hair types for the product (e.g., curly, straight, fine).
unit_count str Total quantity or units contained in the product package.
number_of_items float64 Number of items in the product
scent str Fragrance or scent associated with the product.
material_type str Material
style str Style
date_first_available float64 Date the first time product was available
best_sellers_rank str Best seller rank
department str Department
size str Sieze
country_of_origin str Country of origin of the product
flavor str Flavour
item_dimensions_lxwxh str Item dimensions LxWxH
brand_name str Brand name
package_weight str Weight of the package
item_package_dimensions_l_x_w_x_h str Dimensions of the item package LxWxH
part_number str Part number
suggested_users str Suggester users
item_dimensions__lxwxh str Item dimensions LxWxH
sport_type str Sport type
closure_type str Closure type