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README.md CHANGED
@@ -27,6 +27,2123 @@ task_ids:
27
  - sentiment-scoring
28
  - topic-classification
29
  paperswithcode_id: null
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
30
  ---
31
 
32
  # Dataset Card for "amazon_us_reviews"
@@ -459,4 +2576,4 @@ No citation information.
459
 
460
  ### Contributions
461
 
462
- Thanks to [@joeddav](https://github.com/joeddav) for adding this dataset.
 
27
  - sentiment-scoring
28
  - topic-classification
29
  paperswithcode_id: null
30
+ dataset_info:
31
+ - config_name: Books_v1_01
32
+ features:
33
+ - name: marketplace
34
+ dtype: string
35
+ - name: customer_id
36
+ dtype: string
37
+ - name: review_id
38
+ dtype: string
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+ - name: product_id
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+ dtype: string
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+ - name: product_parent
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+ dtype: string
43
+ - name: product_title
44
+ dtype: string
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+ - name: product_category
46
+ dtype: string
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+ - name: star_rating
48
+ dtype: int32
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+ - name: helpful_votes
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+ dtype: int32
51
+ - name: total_votes
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+ dtype: int32
53
+ - name: vine
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+ dtype:
55
+ class_label:
56
+ names:
57
+ 0: N
58
+ 1: Y
59
+ - name: verified_purchase
60
+ dtype:
61
+ class_label:
62
+ names:
63
+ 0: N
64
+ 1: Y
65
+ - name: review_headline
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+ dtype: string
67
+ - name: review_body
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+ dtype: string
69
+ - name: review_date
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+ dtype: string
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+ splits:
72
+ - name: train
73
+ num_bytes: 6997552259
74
+ num_examples: 6106719
75
+ download_size: 2692708591
76
+ dataset_size: 6997552259
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+ - config_name: Watches_v1_00
78
+ features:
79
+ - name: marketplace
80
+ dtype: string
81
+ - name: customer_id
82
+ dtype: string
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+ - name: review_id
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+ dtype: string
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+ dtype: string
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+ - name: product_parent
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+ dtype: string
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+ - name: product_category
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+ dtype: string
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+ - name: star_rating
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+ dtype: int32
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+ - name: helpful_votes
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+ dtype: int32
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+ - name: total_votes
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+ dtype: int32
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+ - name: vine
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+ dtype:
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+ class_label:
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+ names:
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+ 1: Y
105
+ - name: verified_purchase
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+ dtype:
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+ class_label:
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+ names:
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+ 0: N
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+ 1: Y
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+ - name: review_headline
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+ dtype: string
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+ - name: review_body
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+ dtype: string
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+ - name: review_date
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+ dtype: string
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+ splits:
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+ - name: train
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+ num_bytes: 458976082
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+ num_examples: 960872
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+ download_size: 162973819
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+ dataset_size: 458976082
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+ - config_name: Personal_Care_Appliances_v1_00
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+ features:
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+ - name: marketplace
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+ dtype: string
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+ - name: customer_id
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+ dtype: string
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+ - name: review_id
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+ dtype: string
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+ dtype: int32
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+ - name: helpful_votes
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+ dtype: int32
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+ - name: total_votes
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+ dtype: int32
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+ - name: vine
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+ dtype:
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+ class_label:
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+ names:
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+ 0: N
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+ 1: Y
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+ - name: verified_purchase
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+ dtype:
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+ class_label:
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+ names:
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+ 0: N
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+ 1: Y
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+ - name: review_headline
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+ dtype: string
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+ - name: review_body
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+ dtype: string
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+ - name: review_date
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+ dtype: string
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+ splits:
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+ - name: train
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+ num_bytes: 49036547
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+ num_examples: 85981
167
+ download_size: 17634794
168
+ dataset_size: 49036547
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+ - config_name: Mobile_Electronics_v1_00
170
+ features:
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+ - name: marketplace
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+ dtype: string
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+ - name: customer_id
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+ - name: total_votes
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+ class_label:
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+ - name: verified_purchase
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+ dtype:
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+ class_label:
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+ names:
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+ 0: N
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+ 1: Y
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+ - name: review_headline
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+ - name: review_date
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+ dtype: string
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+ splits:
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+ - name: train
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+ num_bytes: 63293377
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+ num_examples: 104975
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+ download_size: 22870508
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+ dataset_size: 63293377
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+ - config_name: Digital_Video_Games_v1_00
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+ features:
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+ - name: marketplace
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+ dtype: string
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+ - name: customer_id
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+ class_label:
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+ class_label:
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+ dtype: string
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+ splits:
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+ - name: train
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+ num_bytes: 80176851
258
+ num_examples: 145431
259
+ download_size: 27442648
260
+ dataset_size: 80176851
261
+ - config_name: Digital_Software_v1_00
262
+ features:
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+ - name: marketplace
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+ dtype: string
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+ - name: customer_id
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+ dtype: string
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+ - name: review_id
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+ dtype: string
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+ - name: product_id
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+ - name: product_parent
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+ dtype: string
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+ - name: product_title
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+ dtype: string
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+ - name: product_category
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+ dtype: string
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+ - name: star_rating
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+ dtype: int32
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+ - name: helpful_votes
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+ dtype: int32
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+ - name: total_votes
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+ dtype: int32
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+ - name: vine
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+ dtype:
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+ class_label:
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+ names:
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+ 0: N
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+ 1: Y
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+ - name: verified_purchase
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+ dtype:
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+ class_label:
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+ names:
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+ 0: N
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+ 1: Y
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+ - name: review_headline
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+ dtype: string
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+ - name: review_body
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+ dtype: string
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+ - name: review_date
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+ dtype: string
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+ splits:
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+ - name: train
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+ num_bytes: 58782931
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+ num_examples: 102084
305
+ download_size: 18997559
306
+ dataset_size: 58782931
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+ - config_name: Major_Appliances_v1_00
308
+ features:
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+ - name: marketplace
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+ dtype: string
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+ - name: customer_id
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+ dtype: string
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+ - name: review_id
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+ dtype: string
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+ - name: product_id
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+ dtype: string
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+ - name: product_parent
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+ - name: product_title
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+ - name: product_category
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+ dtype: string
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+ - name: star_rating
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+ - name: helpful_votes
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+ - name: total_votes
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+ dtype: int32
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+ - name: vine
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+ class_label:
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+ names:
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+ 0: N
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+ 1: Y
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+ - name: verified_purchase
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+ class_label:
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+ splits:
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+ num_bytes: 67642424
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+ num_examples: 96901
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+ download_size: 24359816
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+ dataset_size: 67642424
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+ - config_name: Gift_Card_v1_00
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+ features:
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+ - name: marketplace
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+ dtype: string
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+ - name: customer_id
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+ - name: review_id
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+ - name: helpful_votes
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+ - name: total_votes
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+ - name: vine
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+ num_bytes: 47188062
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+ num_examples: 149086
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+ download_size: 12134676
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+ - config_name: Video_v1_00
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+ class_label:
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+ - name: verified_purchase
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+ - name: product_category
2024
+ dtype: string
2025
+ - name: star_rating
2026
+ dtype: int32
2027
+ - name: helpful_votes
2028
+ dtype: int32
2029
+ - name: total_votes
2030
+ dtype: int32
2031
+ - name: vine
2032
+ dtype:
2033
+ class_label:
2034
+ names:
2035
+ 0: N
2036
+ 1: Y
2037
+ - name: verified_purchase
2038
+ dtype:
2039
+ class_label:
2040
+ names:
2041
+ 0: N
2042
+ 1: Y
2043
+ - name: review_headline
2044
+ dtype: string
2045
+ - name: review_body
2046
+ dtype: string
2047
+ - name: review_date
2048
+ dtype: string
2049
+ splits:
2050
+ - name: train
2051
+ num_bytes: 4633213433
2052
+ num_examples: 9002021
2053
+ download_size: 1704713674
2054
+ dataset_size: 4633213433
2055
+ - config_name: Books_v1_00
2056
+ features:
2057
+ - name: marketplace
2058
+ dtype: string
2059
+ - name: customer_id
2060
+ dtype: string
2061
+ - name: review_id
2062
+ dtype: string
2063
+ - name: product_id
2064
+ dtype: string
2065
+ - name: product_parent
2066
+ dtype: string
2067
+ - name: product_title
2068
+ dtype: string
2069
+ - name: product_category
2070
+ dtype: string
2071
+ - name: star_rating
2072
+ dtype: int32
2073
+ - name: helpful_votes
2074
+ dtype: int32
2075
+ - name: total_votes
2076
+ dtype: int32
2077
+ - name: vine
2078
+ dtype:
2079
+ class_label:
2080
+ names:
2081
+ 0: N
2082
+ 1: Y
2083
+ - name: verified_purchase
2084
+ dtype:
2085
+ class_label:
2086
+ names:
2087
+ 0: N
2088
+ 1: Y
2089
+ - name: review_headline
2090
+ dtype: string
2091
+ - name: review_body
2092
+ dtype: string
2093
+ - name: review_date
2094
+ dtype: string
2095
+ splits:
2096
+ - name: train
2097
+ num_bytes: 7197687124
2098
+ num_examples: 10319090
2099
+ download_size: 2740337188
2100
+ dataset_size: 7197687124
2101
+ - config_name: Digital_Ebook_Purchase_v1_00
2102
+ features:
2103
+ - name: marketplace
2104
+ dtype: string
2105
+ - name: customer_id
2106
+ dtype: string
2107
+ - name: review_id
2108
+ dtype: string
2109
+ - name: product_id
2110
+ dtype: string
2111
+ - name: product_parent
2112
+ dtype: string
2113
+ - name: product_title
2114
+ dtype: string
2115
+ - name: product_category
2116
+ dtype: string
2117
+ - name: star_rating
2118
+ dtype: int32
2119
+ - name: helpful_votes
2120
+ dtype: int32
2121
+ - name: total_votes
2122
+ dtype: int32
2123
+ - name: vine
2124
+ dtype:
2125
+ class_label:
2126
+ names:
2127
+ 0: N
2128
+ 1: Y
2129
+ - name: verified_purchase
2130
+ dtype:
2131
+ class_label:
2132
+ names:
2133
+ 0: N
2134
+ 1: Y
2135
+ - name: review_headline
2136
+ dtype: string
2137
+ - name: review_body
2138
+ dtype: string
2139
+ - name: review_date
2140
+ dtype: string
2141
+ splits:
2142
+ - name: train
2143
+ num_bytes: 7302303804
2144
+ num_examples: 12520722
2145
+ download_size: 2689739299
2146
+ dataset_size: 7302303804
2147
  ---
2148
 
2149
  # Dataset Card for "amazon_us_reviews"
 
2576
 
2577
  ### Contributions
2578
 
2579
+ Thanks to [@joeddav](https://github.com/joeddav) for adding this dataset.