Datasets:
Tasks:
Text Classification
Sub-tasks:
multi-class-classification
Languages:
English
Size:
10K<n<100K
License:
languages: | |
- en | |
paperswithcode_id: null | |
# Dataset Card for "newsgroup" | |
## Table of Contents | |
- [Dataset Description](#dataset-description) | |
- [Dataset Summary](#dataset-summary) | |
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
- [Languages](#languages) | |
- [Dataset Structure](#dataset-structure) | |
- [Data Instances](#data-instances) | |
- [Data Fields](#data-fields) | |
- [Data Splits](#data-splits) | |
- [Dataset Creation](#dataset-creation) | |
- [Curation Rationale](#curation-rationale) | |
- [Source Data](#source-data) | |
- [Annotations](#annotations) | |
- [Personal and Sensitive Information](#personal-and-sensitive-information) | |
- [Considerations for Using the Data](#considerations-for-using-the-data) | |
- [Social Impact of Dataset](#social-impact-of-dataset) | |
- [Discussion of Biases](#discussion-of-biases) | |
- [Other Known Limitations](#other-known-limitations) | |
- [Additional Information](#additional-information) | |
- [Dataset Curators](#dataset-curators) | |
- [Licensing Information](#licensing-information) | |
- [Citation Information](#citation-information) | |
- [Contributions](#contributions) | |
## Dataset Description | |
- **Homepage:** [http://qwone.com/~jason/20Newsgroups/](http://qwone.com/~jason/20Newsgroups/) | |
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
- **Size of downloaded dataset files:** 886.22 MB | |
- **Size of the generated dataset:** 118.65 MB | |
- **Total amount of disk used:** 1004.87 MB | |
### Dataset Summary | |
The 20 Newsgroups data set is a collection of approximately 20,000 newsgroup documents, partitioned (nearly) evenly across | |
20 different newsgroups. To the best of my knowledge, it was originally collected by Ken Lang, probably for his Newsweeder: | |
Learning to filter netnews paper, though he does not explicitly mention this collection. The 20 newsgroups collection has become | |
a popular data set for experiments in text applications of machine learning techniques, such as text classification and text clustering. | |
does not include cross-posts and includes only the "From" and "Subject" headers. | |
### Supported Tasks and Leaderboards | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Languages | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
## Dataset Structure | |
We show detailed information for up to 5 configurations of the dataset. | |
### Data Instances | |
#### 18828_alt.atheism | |
- **Size of downloaded dataset files:** 13.99 MB | |
- **Size of the generated dataset:** 1.59 MB | |
- **Total amount of disk used:** 15.58 MB | |
An example of 'train' looks as follows. | |
``` | |
``` | |
#### 18828_comp.graphics | |
- **Size of downloaded dataset files:** 13.99 MB | |
- **Size of the generated dataset:** 1.58 MB | |
- **Total amount of disk used:** 15.57 MB | |
An example of 'train' looks as follows. | |
``` | |
``` | |
#### 18828_comp.os.ms-windows.misc | |
- **Size of downloaded dataset files:** 13.99 MB | |
- **Size of the generated dataset:** 2.27 MB | |
- **Total amount of disk used:** 16.26 MB | |
An example of 'train' looks as follows. | |
``` | |
``` | |
#### 18828_comp.sys.ibm.pc.hardware | |
- **Size of downloaded dataset files:** 13.99 MB | |
- **Size of the generated dataset:** 1.13 MB | |
- **Total amount of disk used:** 15.12 MB | |
An example of 'train' looks as follows. | |
``` | |
``` | |
#### 18828_comp.sys.mac.hardware | |
- **Size of downloaded dataset files:** 13.99 MB | |
- **Size of the generated dataset:** 1.01 MB | |
- **Total amount of disk used:** 15.00 MB | |
An example of 'train' looks as follows. | |
``` | |
``` | |
### Data Fields | |
The data fields are the same among all splits. | |
#### 18828_alt.atheism | |
- `text`: a `string` feature. | |
#### 18828_comp.graphics | |
- `text`: a `string` feature. | |
#### 18828_comp.os.ms-windows.misc | |
- `text`: a `string` feature. | |
#### 18828_comp.sys.ibm.pc.hardware | |
- `text`: a `string` feature. | |
#### 18828_comp.sys.mac.hardware | |
- `text`: a `string` feature. | |
### Data Splits | |
| name |train| | |
|------------------------------|----:| | |
|18828_alt.atheism | 799| | |
|18828_comp.graphics | 973| | |
|18828_comp.os.ms-windows.misc | 985| | |
|18828_comp.sys.ibm.pc.hardware| 982| | |
|18828_comp.sys.mac.hardware | 961| | |
## Dataset Creation | |
### Curation Rationale | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Source Data | |
#### Initial Data Collection and Normalization | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
#### Who are the source language producers? | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Annotations | |
#### Annotation process | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
#### Who are the annotators? | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Personal and Sensitive Information | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
## Considerations for Using the Data | |
### Social Impact of Dataset | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Discussion of Biases | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Other Known Limitations | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
## Additional Information | |
### Dataset Curators | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Licensing Information | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Citation Information | |
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``` | |
### Contributions | |
Thanks to [@mariamabarham](https://github.com/mariamabarham), [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq) for adding this dataset. |