Datasets:
Tasks:
Text Classification
Sub-tasks:
sentiment-classification
Languages:
Arabic
Size:
10K<n<100K
License:
annotations_creators: | |
- found | |
language_creators: | |
- found | |
languages: | |
- ar | |
licenses: | |
- unknown | |
multilinguality: | |
- monolingual | |
size_categories: | |
- 1k<n<10k | |
source_datasets: | |
- original | |
task_categories: | |
- text_classification | |
task_ids: | |
- emotion-classification | |
# Dataset Card for MetRec | |
## Table of Contents | |
- [Dataset Description](#dataset-description) | |
- [Dataset Summary](#dataset-summary) | |
- [Supported Tasks](#supported-tasks-and-leaderboards) | |
- [Languages](#languages) | |
- [Dataset Structure](#dataset-structure) | |
- [Data Instances](#data-instances) | |
- [Data Fields](#data-instances) | |
- [Data Splits](#data-instances) | |
- [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) | |
- [Discussion of Social Impact and Biases](#discussion-of-social-impact-and-biases) | |
- [Other Known Limitations](#other-known-limitations) | |
- [Additional Information](#additional-information) | |
- [Dataset Curators](#dataset-curators) | |
- [Licensing Information](#licensing-information) | |
- [Citation Information](#citation-information) | |
## Dataset Description | |
- **Homepage:** [Homepage](https://github.com/AmrMehasseb/Emotional-Tone) | |
- **Repository:** [Repository](https://github.com/AmrMehasseb/Emotional-Tone) | |
- **Paper:** [Emotional Tone Detection in Arabic Tweets](https://www.researchgate.net/publication/328164296_Emotional_Tone_Detection_in_Arabic_Tweets_18th_International_Conference_CICLing_2017_Budapest_Hungary_April_17-23_2017_Revised_Selected_Papers_Part_II) | |
- **Point of Contact:** [Amr Al-Khatib](https://github.com/AmrMehasseb) | |
### Dataset Summary | |
Dataset of 10065 tweets in Arabic for Emotion detection in Arabic text | |
### Supported Tasks and Leaderboards | |
[More Information Needed] | |
### Languages | |
The dataset is based on Arabic. | |
## Dataset Structure | |
### Data Instances | |
example: | |
``` | |
>>> {'label': 0, 'tweet': 'ุงูุงูููู ุจูุงุฏ ุงูุฌุงูู ูููู ูุณู ู ุงููููู ..'} | |
``` | |
### Data Fields | |
- "tweet": plain text tweet in Arabic | |
- "label": emotion class label | |
the dataset distribution and balance for each class looks like the following | |
|label||Label description | Count | | |
|---------|---------| ------- | | |
|0 |none | 1550 | | |
|1 |anger | 1444 | | |
|2 |joy | 1281 | | |
|3 |sadness | 1256 | | |
|4 |love | 1220 | | |
|5 |sympathy | 1062 | | |
|6 |surprise | 1045 | | |
|7 |fear | 1207 | | |
### Data Splits | |
The dataset is not split. | |
| | Tain | | |
|---------- | ------ | | |
|no split | 10,065 | | |
## Dataset Creation | |
### Curation Rationale | |
[More Information Needed] | |
### Source Data | |
[More Information Needed] | |
#### 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 | |
### Discussion of Social Impact and Biases | |
[More Information Needed] | |
### Other Known Limitations | |
[More Information Needed] | |
## Additional Information | |
### Dataset Curators | |
[More Information Needed] | |
### Licensing Information | |
[More Information Needed] | |
### Citation Information | |
@inbook{inbook, | |
author = {Al-Khatib, Amr and El-Beltagy, Samhaa}, | |
year = {2018}, | |
month = {01}, | |
pages = {105-114}, | |
title = {Emotional Tone Detection in Arabic Tweets: 18th International Conference, CICLing 2017, Budapest, Hungary, April 17โ23, 2017, Revised Selected Papers, Part II}, | |
isbn = {978-3-319-77115-1}, | |
doi = {10.1007/978-3-319-77116-8_8} | |
} |