|
--- |
|
annotations_creators: |
|
- machine-generated |
|
language: |
|
- en |
|
- de |
|
language_creators: |
|
- crowdsourced |
|
license: |
|
- apache-2.0 |
|
multilinguality: |
|
- multilingual |
|
pretty_name: tweetyface_en |
|
size_categories: |
|
- 10K<n<100K |
|
source_datasets: [] |
|
tags: [] |
|
task_categories: |
|
- text-generation |
|
task_ids: [] |
|
--- |
|
|
|
# Dataset Card for "tweetyface" |
|
|
|
## Table of Contents |
|
|
|
- [Table of Contents](#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:** |
|
- **Repository:** [GitHub](https://github.com/ml-projects-kiel/OpenCampus-ApplicationofTransformers) |
|
|
|
### Dataset Summary |
|
|
|
Dataset containing Tweets from prominent Twitter Users. |
|
The dataset has been created utilizing a crawler for the Twitter API. |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
[More Information Needed] |
|
|
|
### Languages |
|
|
|
English, German |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
#### english |
|
|
|
- **Size of downloaded dataset files:** 4.77 MB |
|
- **Size of the generated dataset:** 5.92 MB |
|
- **Total amount of disk used:** 4.77 MB |
|
|
|
#### german |
|
|
|
- **Size of downloaded dataset files:** 2.58 MB |
|
- **Size of the generated dataset:** 3.10 MB |
|
- **Total amount of disk used:** 2.59 MB |
|
|
|
An example of 'validation' looks as follows. |
|
|
|
``` |
|
{ |
|
"text": "@SpaceX @Space_Station About twice as much useful mass to orbit as rest of Earth combined", |
|
"label": elonmusk, |
|
"idx": 1001283 |
|
} |
|
``` |
|
|
|
### Data Fields |
|
|
|
The data fields are the same among all splits and languages. |
|
|
|
- `text`: a `string` feature. |
|
- `label`: a classification label |
|
- `idx`: an `int64` feature. |
|
|
|
### Data Splits |
|
|
|
| name | train | validation | |
|
| ------- | ----: | ---------: | |
|
| english | 27857 | 6965 | |
|
| german | 10254 | 2564 | |
|
|
|
## 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 |
|
|
|
[More Information Needed] |
|
|
|
### Citation Information |
|
|
|
[More Information Needed] |
|
|
