system HF staff commited on
Commit
528b51a
1 Parent(s): 8602861

Update files from the datasets library (from 1.4.0)

Browse files

Release notes: https://github.com/huggingface/datasets/releases/tag/1.4.0

Files changed (1) hide show
  1. README.md +21 -21
README.md CHANGED
@@ -27,7 +27,7 @@
27
  - [Citation Information](#citation-information)
28
  - [Contributions](#contributions)
29
 
30
- ## [Dataset Description](#dataset-description)
31
 
32
  - **Homepage:** [https://s3.amazonaws.com/amazon-reviews-pds/readme.html](https://s3.amazonaws.com/amazon-reviews-pds/readme.html)
33
  - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
@@ -37,7 +37,7 @@
37
  - **Size of the generated dataset:** 78983.49 MB
38
  - **Total amount of disk used:** 109860.89 MB
39
 
40
- ### [Dataset Summary](#dataset-summary)
41
 
42
  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.
43
  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).
@@ -60,19 +60,19 @@ Each Dataset contains the following columns :
60
  review_body - The review text.
61
  review_date - The date the review was written.
62
 
63
- ### [Supported Tasks](#supported-tasks)
64
 
65
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
66
 
67
- ### [Languages](#languages)
68
 
69
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
70
 
71
- ## [Dataset Structure](#dataset-structure)
72
 
73
  We show detailed information for up to 5 configurations of the dataset.
74
 
75
- ### [Data Instances](#data-instances)
76
 
77
  #### Apparel_v1_00
78
 
@@ -213,7 +213,7 @@ This example was too long and was cropped:
213
  }
214
  ```
215
 
216
- ### [Data Fields](#data-fields)
217
 
218
  The data fields are the same among all splits.
219
 
@@ -302,7 +302,7 @@ The data fields are the same among all splits.
302
  - `review_body`: a `string` feature.
303
  - `review_date`: a `string` feature.
304
 
305
- ### [Data Splits Sample Size](#data-splits-sample-size)
306
 
307
  | name | train |
308
  |----------------|-------:|
@@ -312,49 +312,49 @@ The data fields are the same among all splits.
312
  |Beauty_v1_00 | 5115666|
313
  |Books_v1_00 |10319090|
314
 
315
- ## [Dataset Creation](#dataset-creation)
316
 
317
- ### [Curation Rationale](#curation-rationale)
318
 
319
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
320
 
321
- ### [Source Data](#source-data)
322
 
323
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
324
 
325
- ### [Annotations](#annotations)
326
 
327
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
328
 
329
- ### [Personal and Sensitive Information](#personal-and-sensitive-information)
330
 
331
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
332
 
333
- ## [Considerations for Using the Data](#considerations-for-using-the-data)
334
 
335
- ### [Social Impact of Dataset](#social-impact-of-dataset)
336
 
337
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
338
 
339
- ### [Discussion of Biases](#discussion-of-biases)
340
 
341
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
342
 
343
- ### [Other Known Limitations](#other-known-limitations)
344
 
345
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
346
 
347
- ## [Additional Information](#additional-information)
348
 
349
- ### [Dataset Curators](#dataset-curators)
350
 
351
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
352
 
353
- ### [Licensing Information](#licensing-information)
354
 
355
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
356
 
357
- ### [Citation Information](#citation-information)
358
 
359
  ```
360
 
 
27
  - [Citation Information](#citation-information)
28
  - [Contributions](#contributions)
29
 
30
+ ## Dataset Description
31
 
32
  - **Homepage:** [https://s3.amazonaws.com/amazon-reviews-pds/readme.html](https://s3.amazonaws.com/amazon-reviews-pds/readme.html)
33
  - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
37
  - **Size of the generated dataset:** 78983.49 MB
38
  - **Total amount of disk used:** 109860.89 MB
39
 
40
+ ### Dataset Summary
41
 
42
  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.
43
  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).
 
60
  review_body - The review text.
61
  review_date - The date the review was written.
62
 
63
+ ### Supported Tasks
64
 
65
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
66
 
67
+ ### Languages
68
 
69
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
70
 
71
+ ## Dataset Structure
72
 
73
  We show detailed information for up to 5 configurations of the dataset.
74
 
75
+ ### Data Instances
76
 
77
  #### Apparel_v1_00
78
 
 
213
  }
214
  ```
215
 
216
+ ### Data Fields
217
 
218
  The data fields are the same among all splits.
219
 
 
302
  - `review_body`: a `string` feature.
303
  - `review_date`: a `string` feature.
304
 
305
+ ### Data Splits Sample Size
306
 
307
  | name | train |
308
  |----------------|-------:|
 
312
  |Beauty_v1_00 | 5115666|
313
  |Books_v1_00 |10319090|
314
 
315
+ ## Dataset Creation
316
 
317
+ ### Curation Rationale
318
 
319
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
320
 
321
+ ### Source Data
322
 
323
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
324
 
325
+ ### Annotations
326
 
327
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
328
 
329
+ ### Personal and Sensitive Information
330
 
331
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
332
 
333
+ ## Considerations for Using the Data
334
 
335
+ ### Social Impact of Dataset
336
 
337
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
338
 
339
+ ### Discussion of Biases
340
 
341
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
342
 
343
+ ### Other Known Limitations
344
 
345
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
346
 
347
+ ## Additional Information
348
 
349
+ ### Dataset Curators
350
 
351
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
352
 
353
+ ### Licensing Information
354
 
355
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
356
 
357
+ ### Citation Information
358
 
359
  ```
360