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Datasets:
fancyzhx
/
yelp_polarity

Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
sentiment-classification
Languages:
English
Size:
100K - 1M
ArXiv:
Libraries:
Datasets
pandas
Dataset card Viewer Files Community
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Update files from the datasets library (from 1.4.0)

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

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  1. README.md +21 -21
README.md CHANGED
@@ -27,7 +27,7 @@
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  - [Citation Information](#citation-information)
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  - [Contributions](#contributions)
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- ## [Dataset Description](#dataset-description)
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  - **Homepage:** [https://course.fast.ai/datasets](https://course.fast.ai/datasets)
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  - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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  - **Size of the generated dataset:** 421.28 MB
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  - **Total amount of disk used:** 579.95 MB
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- ### [Dataset Summary](#dataset-summary)
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  Large Yelp Review Dataset.
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  This is a dataset for binary sentiment classification. We provide a set of 560,000 highly polar yelp reviews for training, and 38,000 for testing.
@@ -69,19 +69,19 @@ New lines are escaped by a backslash followed with an "n" character,
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  that is "
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  ".
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- ### [Supported Tasks](#supported-tasks)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Languages](#languages)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ## [Dataset Structure](#dataset-structure)
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  We show detailed information for up to 5 configurations of the dataset.
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- ### [Data Instances](#data-instances)
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  #### plain_text
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  }
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  ```
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- ### [Data Fields](#data-fields)
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  The data fields are the same among all splits.
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@@ -107,55 +107,55 @@ The data fields are the same among all splits.
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  - `text`: a `string` feature.
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  - `label`: a classification label, with possible values including `1` (0), `2` (1).
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- ### [Data Splits Sample Size](#data-splits-sample-size)
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  | name |train |test |
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  |----------|-----:|----:|
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  |plain_text|560000|38000|
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- ## [Dataset Creation](#dataset-creation)
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- ### [Curation Rationale](#curation-rationale)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Source Data](#source-data)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Annotations](#annotations)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Personal and Sensitive Information](#personal-and-sensitive-information)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ## [Considerations for Using the Data](#considerations-for-using-the-data)
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- ### [Social Impact of Dataset](#social-impact-of-dataset)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Discussion of Biases](#discussion-of-biases)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Other Known Limitations](#other-known-limitations)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ## [Additional Information](#additional-information)
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- ### [Dataset Curators](#dataset-curators)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Licensing Information](#licensing-information)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Citation Information](#citation-information)
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  ```
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  @article{zhangCharacterlevelConvolutionalNetworks2015,
 
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  - [Citation Information](#citation-information)
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  - [Contributions](#contributions)
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+ ## Dataset Description
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  - **Homepage:** [https://course.fast.ai/datasets](https://course.fast.ai/datasets)
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  - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
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  - **Size of the generated dataset:** 421.28 MB
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  - **Total amount of disk used:** 579.95 MB
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+ ### Dataset Summary
41
 
42
  Large Yelp Review Dataset.
43
  This is a dataset for binary sentiment classification. We provide a set of 560,000 highly polar yelp reviews for training, and 38,000 for testing.
 
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  that is "
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  ".
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+ ### Supported Tasks
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Languages
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ## Dataset Structure
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  We show detailed information for up to 5 configurations of the dataset.
83
 
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+ ### Data Instances
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  #### plain_text
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  }
100
  ```
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+ ### Data Fields
103
 
104
  The data fields are the same among all splits.
105
 
 
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  - `text`: a `string` feature.
108
  - `label`: a classification label, with possible values including `1` (0), `2` (1).
109
 
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+ ### Data Splits Sample Size
111
 
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  | name |train |test |
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  |----------|-----:|----:|
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  |plain_text|560000|38000|
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+ ## Dataset Creation
117
 
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+ ### Curation Rationale
119
 
120
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
121
 
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+ ### Source Data
123
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
125
 
126
+ ### Annotations
127
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
129
 
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+ ### Personal and Sensitive Information
131
 
132
  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
133
 
134
+ ## Considerations for Using the Data
135
 
136
+ ### Social Impact of Dataset
137
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
139
 
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+ ### Discussion of Biases
141
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
143
 
144
+ ### Other Known Limitations
145
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
147
 
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+ ## Additional Information
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+ ### Dataset Curators
151
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
153
 
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+ ### Licensing Information
155
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Citation Information
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  ```
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  @article{zhangCharacterlevelConvolutionalNetworks2015,