README.md

metadata

annotations_creators:
  - no-annotation
language_creators:
  - found
language:
  - en
license:
  - other
multilinguality:
  - monolingual
size_categories:
  - 100M<n<1B
source_datasets:
  - original
task_categories:
  - summarization
  - text-generation
  - fill-mask
  - text-classification
task_ids:
  - text-scoring
  - language-modeling
  - masked-language-modeling
  - sentiment-classification
  - sentiment-scoring
  - topic-classification
pretty_name: Amazon US Reviews
viewer: false
dataset_info:
  - config_name: Books_v1_01
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 6997552259
        num_examples: 6106719
    download_size: 2692708591
    dataset_size: 6997552259
  - config_name: Watches_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 458976082
        num_examples: 960872
    download_size: 162973819
    dataset_size: 458976082
  - config_name: Personal_Care_Appliances_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 49036547
        num_examples: 85981
    download_size: 17634794
    dataset_size: 49036547
  - config_name: Mobile_Electronics_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 63293377
        num_examples: 104975
    download_size: 22870508
    dataset_size: 63293377
  - config_name: Digital_Video_Games_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 80176851
        num_examples: 145431
    download_size: 27442648
    dataset_size: 80176851
  - config_name: Digital_Software_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 58782931
        num_examples: 102084
    download_size: 18997559
    dataset_size: 58782931
  - config_name: Major_Appliances_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 67642424
        num_examples: 96901
    download_size: 24359816
    dataset_size: 67642424
  - config_name: Gift_Card_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 47188062
        num_examples: 149086
    download_size: 12134676
    dataset_size: 47188062
  - config_name: Video_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 356264426
        num_examples: 380604
    download_size: 138929896
    dataset_size: 356264426
  - config_name: Luggage_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 167354173
        num_examples: 348657
    download_size: 60320191
    dataset_size: 167354173
  - config_name: Software_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 266020595
        num_examples: 341931
    download_size: 94010685
    dataset_size: 266020595
  - config_name: Video_Games_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1291054668
        num_examples: 1785997
    download_size: 475199894
    dataset_size: 1291054668
  - config_name: Furniture_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 405212374
        num_examples: 792113
    download_size: 148982796
    dataset_size: 405212374
  - config_name: Musical_Instruments_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 518908568
        num_examples: 904765
    download_size: 193389086
    dataset_size: 518908568
  - config_name: Digital_Music_Purchase_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 710546079
        num_examples: 1688884
    download_size: 253570168
    dataset_size: 710546079
  - config_name: Books_v1_02
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 3387034903
        num_examples: 3105520
    download_size: 1329539135
    dataset_size: 3387034903
  - config_name: Home_Entertainment_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 534333848
        num_examples: 705889
    download_size: 193168458
    dataset_size: 534333848
  - config_name: Grocery_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1072289473
        num_examples: 2402458
    download_size: 401337166
    dataset_size: 1072289473
  - config_name: Outdoors_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1172986088
        num_examples: 2302401
    download_size: 448963100
    dataset_size: 1172986088
  - config_name: Pet_Products_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1355659812
        num_examples: 2643619
    download_size: 515815253
    dataset_size: 1355659812
  - config_name: Video_DVD_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 3953234561
        num_examples: 5069140
    download_size: 1512355451
    dataset_size: 3953234561
  - config_name: Apparel_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 2256558450
        num_examples: 5906333
    download_size: 648641286
    dataset_size: 2256558450
  - config_name: PC_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 3982684438
        num_examples: 6908554
    download_size: 1512903923
    dataset_size: 3982684438
  - config_name: Tools_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 872273119
        num_examples: 1741100
    download_size: 333782939
    dataset_size: 872273119
  - config_name: Jewelry_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 703275869
        num_examples: 1767753
    download_size: 247022254
    dataset_size: 703275869
  - config_name: Baby_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 956952590
        num_examples: 1752932
    download_size: 357392893
    dataset_size: 956952590
  - config_name: Home_Improvement_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1329688315
        num_examples: 2634781
    download_size: 503339178
    dataset_size: 1329688315
  - config_name: Camera_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1187101912
        num_examples: 1801974
    download_size: 442653086
    dataset_size: 1187101912
  - config_name: Lawn_and_Garden_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1272255987
        num_examples: 2557288
    download_size: 486772662
    dataset_size: 1272255987
  - config_name: Office_Products_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1370685534
        num_examples: 2642434
    download_size: 512323500
    dataset_size: 1370685534
  - config_name: Electronics_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1875406721
        num_examples: 3093869
    download_size: 698828243
    dataset_size: 1875406721
  - config_name: Automotive_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1520191087
        num_examples: 3514942
    download_size: 582145299
    dataset_size: 1520191087
  - config_name: Digital_Video_Download_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1484214187
        num_examples: 4057147
    download_size: 506979922
    dataset_size: 1484214187
  - config_name: Mobile_Apps_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1627857158
        num_examples: 5033376
    download_size: 557959415
    dataset_size: 1627857158
  - config_name: Shoes_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 1781283508
        num_examples: 4366916
    download_size: 642255314
    dataset_size: 1781283508
  - config_name: Toys_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 2197820069
        num_examples: 4864249
    download_size: 838451398
    dataset_size: 2197820069
  - config_name: Sports_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 2241349145
        num_examples: 4850360
    download_size: 872478735
    dataset_size: 2241349145
  - config_name: Kitchen_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 2453735305
        num_examples: 4880466
    download_size: 930744854
    dataset_size: 2453735305
  - config_name: Beauty_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 2399292506
        num_examples: 5115666
    download_size: 914070021
    dataset_size: 2399292506
  - config_name: Music_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 3900138839
        num_examples: 4751577
    download_size: 1521994296
    dataset_size: 3900138839
  - config_name: Health_Personal_Care_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 2679427491
        num_examples: 5331449
    download_size: 1011180212
    dataset_size: 2679427491
  - config_name: Digital_Ebook_Purchase_v1_01
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 3470453859
        num_examples: 5101693
    download_size: 1294879074
    dataset_size: 3470453859
  - config_name: Home_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 2796680249
        num_examples: 6221559
    download_size: 1081002012
    dataset_size: 2796680249
  - config_name: Wireless_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 4633213433
        num_examples: 9002021
    download_size: 1704713674
    dataset_size: 4633213433
  - config_name: Books_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 7197687124
        num_examples: 10319090
    download_size: 2740337188
    dataset_size: 7197687124
  - config_name: Digital_Ebook_Purchase_v1_00
    features:
      - name: marketplace
        dtype: string
      - name: customer_id
        dtype: string
      - name: review_id
        dtype: string
      - name: product_id
        dtype: string
      - name: product_parent
        dtype: string
      - name: product_title
        dtype: string
      - name: product_category
        dtype: string
      - name: star_rating
        dtype: int32
      - name: helpful_votes
        dtype: int32
      - name: total_votes
        dtype: int32
      - name: vine
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: verified_purchase
        dtype:
          class_label:
            names:
              '0': 'N'
              '1': 'Y'
      - name: review_headline
        dtype: string
      - name: review_body
        dtype: string
      - name: review_date
        dtype: string
    splits:
      - name: train
        num_bytes: 7302303804
        num_examples: 12520722
    download_size: 2689739299
    dataset_size: 7302303804

Dataset Card for "amazon_us_reviews"

Table of Contents

• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: https://s3.amazonaws.com/amazon-reviews-pds/readme.html
• Repository: More Information Needed
• Paper: More Information Needed
• Point of Contact: More Information Needed
• Size of downloaded dataset files: 32377.29 MB
• Size of the generated dataset: 82820.19 MB
• Total amount of disk used: 115197.49 MB

Dataset Summary

Defunct: Dataset "amazon_us_reviews" is defunct and no longer accessible due to the decision of data providers.

Amazon Customer Reviews (a.k.a. Product Reviews) is one of Amazons iconic products. In a period of over two decades since the first review in 1995, millions of Amazon customers have contributed over a hundred million reviews to express opinions and describe their experiences regarding products on the Amazon.com website. This makes Amazon Customer Reviews a rich source of information for academic researchers in the fields of Natural Language Processing (NLP), Information Retrieval (IR), and Machine Learning (ML), amongst others. Accordingly, we are releasing this data to further research in multiple disciplines related to understanding customer product experiences. Specifically, this dataset was constructed to represent a sample of customer evaluations and opinions, variation in the perception of a product across geographical regions, and promotional intent or bias in reviews. Over 130+ million customer reviews are available to researchers as part of this release. The data is available in TSV files in the amazon-reviews-pds S3 bucket in AWS US East Region. Each line in the data files corresponds to an individual review (tab delimited, with no quote and escape characters). Each Dataset contains the following columns : marketplace - 2 letter country code of the marketplace where the review was written. customer_id - Random identifier that can be used to aggregate reviews written by a single author. review_id - The unique ID of the review. product_id - The unique Product ID the review pertains to. In the multilingual dataset the reviews for the same product in different countries can be grouped by the same product_id. product_parent - Random identifier that can be used to aggregate reviews for the same product. product_title - Title of the product. product_category - Broad product category that can be used to group reviews (also used to group the dataset into coherent parts). star_rating - The 1-5 star rating of the review. helpful_votes - Number of helpful votes. total_votes - Number of total votes the review received. vine - Review was written as part of the Vine program. verified_purchase - The review is on a verified purchase. review_headline - The title of the review. review_body - The review text. review_date - The date the review was written.

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

Apparel_v1_00

• Size of downloaded dataset files: 648.64 MB
• Size of the generated dataset: 2254.36 MB
• Total amount of disk used: 2903.00 MB

An example of 'train' looks as follows.

{
    "customer_id": "45223824",
    "helpful_votes": 0,
    "marketplace": "US",
    "product_category": "Apparel",
    "product_id": "B016PUU3VO",
    "product_parent": "893588059",
    "product_title": "Fruit of the Loom Boys' A-Shirt (Pack of 4)",
    "review_body": "I ordered the same size as I ordered last time, and these shirts were much larger than the previous order. They were also about 6 inches longer. It was like they sent men's shirts instead of boys' shirts. I'll be returning these...",
    "review_date": "2015-01-01",
    "review_headline": "Sizes not correct, too big overall and WAY too long",
    "review_id": "R1N3Z13931J3O9",
    "star_rating": 2,
    "total_votes": 0,
    "verified_purchase": 1,
    "vine": 0
}

Automotive_v1_00

• Size of downloaded dataset files: 582.15 MB
• Size of the generated dataset: 1518.88 MB
• Total amount of disk used: 2101.03 MB

An example of 'train' looks as follows.

{
    "customer_id": "16825098",
    "helpful_votes": 0,
    "marketplace": "US",
    "product_category": "Automotive",
    "product_id": "B000E4PCGE",
    "product_parent": "694793259",
    "product_title": "00-03 NISSAN SENTRA MIRROR RH (PASSENGER SIDE), Power, Non-Heated (2000 00 2001 01 2002 02 2003 03) NS35ER 963015M000",
    "review_body": "Product was as described, new and a great look. Only bad thing is that one of the screws was stripped so I couldn't tighten all three.",
    "review_date": "2015-08-31",
    "review_headline": "new and a great look. Only bad thing is that one of ...",
    "review_id": "R2RUIDUMDKG7P",
    "star_rating": 3,
    "total_votes": 0,
    "verified_purchase": 1,
    "vine": 0
}

Baby_v1_00

• Size of downloaded dataset files: 357.40 MB
• Size of the generated dataset: 956.30 MB
• Total amount of disk used: 1313.70 MB

An example of 'train' looks as follows.

This example was too long and was cropped:

{
    "customer_id": "23299101",
    "helpful_votes": 2,
    "marketplace": "US",
    "product_category": "Baby",
    "product_id": "B00SN6F9NG",
    "product_parent": "3470998",
    "product_title": "Rhoost Nail Clipper for Baby - Ergonomically Designed and Easy to Use Baby Nail Clipper, Natural Wooden Bamboo - Baby Health and Personal Care Kits",
    "review_body": "\"This is an absolute MUST item to have!  I was scared to death to clip my baby's nails.  I tried other baby nail clippers and th...",
    "review_date": "2015-08-31",
    "review_headline": "If fits so comfortably in my hand and I feel like I have ...",
    "review_id": "R2DRL5NRODVQ3Z",
    "star_rating": 5,
    "total_votes": 2,
    "verified_purchase": 1,
    "vine": 0
}

Beauty_v1_00

• Size of downloaded dataset files: 914.08 MB
• Size of the generated dataset: 2397.39 MB
• Total amount of disk used: 3311.47 MB

An example of 'train' looks as follows.

{
    "customer_id": "24655453",
    "helpful_votes": 1,
    "marketplace": "US",
    "product_category": "Beauty",
    "product_id": "B00SAQ9DZY",
    "product_parent": "292127037",
    "product_title": "12 New, High Quality, Amber 2 ml (5/8 Dram) Glass Bottles, with Orifice Reducer and Black Cap.",
    "review_body": "These are great for small mixtures for EO's, especially for traveling.  I only gave this 4 stars because of the orifice reducer.  The hole is so small it is hard to get the oil out.  Just needs to be slightly bigger.",
    "review_date": "2015-08-31",
    "review_headline": "Good Product",
    "review_id": "R2A30ALEGLMCGN",
    "star_rating": 4,
    "total_votes": 1,
    "verified_purchase": 1,
    "vine": 0
}

Books_v1_00

• Size of downloaded dataset files: 2740.34 MB
• Size of the generated dataset: 7193.86 MB
• Total amount of disk used: 9934.20 MB

An example of 'train' looks as follows.

This example was too long and was cropped:

{
    "customer_id": "49735028",
    "helpful_votes": 0,
    "marketplace": "US",
    "product_category": "Books",
    "product_id": "0664254969",
    "product_parent": "248307276",
    "product_title": "Presbyterian Creeds: A Guide to the Book of Confessions",
    "review_body": "\"The Presbyterian Book of Confessions contains multiple Creeds for use by the denomination. This guidebook helps he lay person t...",
    "review_date": "2015-08-31",
    "review_headline": "The Presbyterian Book of Confessions contains multiple Creeds for use ...",
    "review_id": "R2G519UREHRO8M",
    "star_rating": 3,
    "total_votes": 1,
    "verified_purchase": 1,
    "vine": 0
}

Data Fields

The data fields are the same among all splits.

Apparel_v1_00

• marketplace: a string feature.
• customer_id: a string feature.
• review_id: a string feature.
• product_id: a string feature.
• product_parent: a string feature.
• product_title: a string feature.
• product_category: a string feature.
• star_rating: a int32 feature.
• helpful_votes: a int32 feature.
• total_votes: a int32 feature.
• vine: a classification label, with possible values including Y (0), N (1).
• verified_purchase: a classification label, with possible values including Y (0), N (1).
• review_headline: a string feature.
• review_body: a string feature.
• review_date: a string feature.

Automotive_v1_00

• marketplace: a string feature.
• customer_id: a string feature.
• review_id: a string feature.
• product_id: a string feature.
• product_parent: a string feature.
• product_title: a string feature.
• product_category: a string feature.
• star_rating: a int32 feature.
• helpful_votes: a int32 feature.
• total_votes: a int32 feature.
• vine: a classification label, with possible values including Y (0), N (1).
• verified_purchase: a classification label, with possible values including Y (0), N (1).
• review_headline: a string feature.
• review_body: a string feature.
• review_date: a string feature.

Baby_v1_00

• marketplace: a string feature.
• customer_id: a string feature.
• review_id: a string feature.
• product_id: a string feature.
• product_parent: a string feature.
• product_title: a string feature.
• product_category: a string feature.
• star_rating: a int32 feature.
• helpful_votes: a int32 feature.
• total_votes: a int32 feature.
• vine: a classification label, with possible values including Y (0), N (1).
• verified_purchase: a classification label, with possible values including Y (0), N (1).
• review_headline: a string feature.
• review_body: a string feature.
• review_date: a string feature.

Beauty_v1_00

• marketplace: a string feature.
• customer_id: a string feature.
• review_id: a string feature.
• product_id: a string feature.
• product_parent: a string feature.
• product_title: a string feature.
• product_category: a string feature.
• star_rating: a int32 feature.
• helpful_votes: a int32 feature.
• total_votes: a int32 feature.
• vine: a classification label, with possible values including Y (0), N (1).
• verified_purchase: a classification label, with possible values including Y (0), N (1).
• review_headline: a string feature.
• review_body: a string feature.
• review_date: a string feature.

Books_v1_00

• marketplace: a string feature.
• customer_id: a string feature.
• review_id: a string feature.
• product_id: a string feature.
• product_parent: a string feature.
• product_title: a string feature.
• product_category: a string feature.
• star_rating: a int32 feature.
• helpful_votes: a int32 feature.
• total_votes: a int32 feature.
• vine: a classification label, with possible values including Y (0), N (1).
• verified_purchase: a classification label, with possible values including Y (0), N (1).
• review_headline: a string feature.
• review_body: a string feature.
• review_date: a string feature.

Data Splits

name	train
Apparel_v1_00	5906333
Automotive_v1_00	3514942
Baby_v1_00	1752932
Beauty_v1_00	5115666
Books_v1_00	10319090
Books_v1_01	6106719
Books_v1_02	3105520
Camera_v1_00	1801974
Digital_Ebook_Purchase_v1_00	12520722
Digital_Ebook_Purchase_v1_01	5101693
Digital_Music_Purchase_v1_00	1688884
Digital_Software_v1_00	102084
Digital_Video_Download_v1_00	4057147
Digital_Video_Games_v1_00	145431
Electronics_v1_00	3093869
Furniture_v1_00	792113
Gift_Card_v1_00	149086
Grocery_v1_00	2402458
Health_Personal_Care_v1_00	5331449
Home_Entertainment_v1_00	705889
Home_Improvement_v1_00	2634781
Home_v1_00	6221559
Jewelry_v1_00	1767753
Kitchen_v1_00	4880466
Lawn_and_Garden_v1_00	2557288
Luggage_v1_00	348657
Major_Appliances_v1_00	96901
Mobile_Apps_v1_00	5033376
Mobile_Electronics_v1_00	104975
Music_v1_00	4751577
Musical_Instruments_v1_00	904765
Office_Products_v1_00	2642434
Outdoors_v1_00	2302401
PC_v1_00	6908554
Personal_Care_Appliances_v1_00	85981
Pet_Products_v1_00	2643619
Shoes_v1_00	4366916
Software_v1_00	341931
Sports_v1_00	4850360
Tools_v1_00	1741100
Toys_v1_00	4864249
Video_DVD_v1_00	5069140
Video_Games_v1_00	1785997
Video_v1_00	380604
Watches_v1_00	960872
Wireless_v1_00	9002021

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

https://s3.amazonaws.com/amazon-reviews-pds/LICENSE.txt

By accessing the Amazon Customer Reviews Library ("Reviews Library"), you agree that the Reviews Library is an Amazon Service subject to the Amazon.com Conditions of Use and you agree to be bound by them, with the following additional conditions:

In addition to the license rights granted under the Conditions of Use, Amazon or its content providers grant you a limited, non-exclusive, non-transferable, non-sublicensable, revocable license to access and use the Reviews Library for purposes of academic research. You may not resell, republish, or make any commercial use of the Reviews Library or its contents, including use of the Reviews Library for commercial research, such as research related to a funding or consultancy contract, internship, or other relationship in which the results are provided for a fee or delivered to a for-profit organization. You may not (a) link or associate content in the Reviews Library with any personal information (including Amazon customer accounts), or (b) attempt to determine the identity of the author of any content in the Reviews Library. If you violate any of the foregoing conditions, your license to access and use the Reviews Library will automatically terminate without prejudice to any of the other rights or remedies Amazon may have.

Citation Information

No citation information.

Contributions

Thanks to @joeddav for adding this dataset.