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[![CC BY 4.0][cc-by-shield]][cc-by]
[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.6457824.svg)](https://doi.org/10.5281/zenodo.6457824)
# GLARE: Google Apps Arabic Reviews
Dataset and Code of "GLARE: Google Apps Arabic Reviews" paper.
You can download the paper via: [[Github]](GLARE.pdf)
## Paper Summary
We introduce GLARE: Google Apps Arabic Reviews dataset. A collection of 76M reviews from 9,980 Android apps collected from Google PlayStore Saudi store.
## Preparation
#### Below is details about each file, please ensure that you have enough storage before downloading the data.
| Data Type | File Name | File Size | File Type |
| ------------------ |---------------- | -------------- |-------------- |
| raw | apps | 4.1 MB | CSV |
| raw | reviews | 17 GB | CSV |
| raw | categories/ | 4.3 MB | CSV
| engineered | apps | 3.8 MB | CSV
| engineered | reviews | 21.9 GB | CSV
| engineered | vocabulary | 530.5 MB | CSV
## File Specifications
- **apps.csv**: File that contains apps metadata.
- **reviews.csv**: File that contains reviews and reviews metadata.
- **categories/**: Folder that contains 59 CSV files, each file corresponds to one category with apps and apps metadata scrapped from top 200 free apps for that category.
- **vocabulary.csv**: File that contains vocabulary set generated from reviews with additional engineered features (word length, word frequency, has noise or digits, ..etc.)
### Raw Data
#### Apps Metadata
```
{
"title":"application name/title",
"app_id":"application unique identifier",
"url":"application url at Google PlayStore",
"icon":"url for image object",
"developer":"developer name",
"developer_id":"developer unique identifier",
"summary":"short description of the application",
"rating":"application accumulated rating"
}
```
#### Reviews Metadata
```
{
"at":"review datetime",
"content":"review text",
"replied_at":"developer reply datetime",
"reply_content":"developer reply content",
"review_created_version":"user application version during the time of review",
"review_id":"review unique identifier",
"rating":"user rating",
"thumbs_up_count":"number of users that agree with the reviewer",
"user_name":"user display name",
"app_id":"application unique identifier"
}
```
### Engineered Data
#### Apps Metadata
Same as apps.csv in raw data with the following additions:
```
{
"reviews_count":"number of reviews for the application",
"categories":"list of application categories",
"categories_count":"number of application categories"
}
```
#### Reviews Metadata
Same as reviews.csv in raw data with the following additions:
```
{
"tokenized_review":"list of review words tokenized on white-space",
"words_count":"number of words in review"
}
```
#### Vocabulary
```
{
"word":"term text",
"length":"word characters count",
"frequency":"word occurrences in the reviews dataset",
"has_noise":"true or false if word contains anything non-arabic alphanumeric",
"noise":"list of noise (anything non-arabic alphanumeric) in the word",
"has_digits":"true or false if word contains arabic or hindi digits",
"digits":"list of digits in the word"
}
```
### Folders Structure
- Data are prepared as raw data or engineered data.
- Download the dataset files: [Google Drive](https://drive.google.com/drive/folders/1Cb61K3wFdVlIQfKouchsUpn5oXdJbhyg?usp=sharing) | [Zenodo](https://zenodo.org/record/6457824#.Ylv-gX9Bz8w) | [Alternative Google Drive](https://drive.google.com/drive/folders/1jWCCyJPKFf6Q-1zDuGRUBi6XtlmkyHlt?usp=sharing)
- The directory structure is as follow:
```
data
└── raw
├── apps.csv
├── reviews.csv
└── categories/
└── engineered
├── apps.csv
├── reviews.csv
└── vocabulary.csv
```
## Citation
If you use this dataset please cite as:
```
@dataset{alghamdi_fatima_2022_6457824,
author = {AlGhamdi, Fatima and
Mohammed, Reem and
Al-Khalifa, Hend and
Alowisheq, Areeb},
title = {GLARE: Google Apps Arabic Reviews Dataset},
month = apr,
year = 2022,
publisher = {Zenodo},
version = {1.0},
doi = {10.5281/zenodo.6457824},
url = {https://doi.org/10.5281/zenodo.6457824}
}
```
## License
This work is licensed under a
[Creative Commons Attribution 4.0 International License][cc-by].
[![CC BY 4.0][cc-by-image]][cc-by]
[cc-by]: http://creativecommons.org/licenses/by/4.0/
[cc-by-image]: https://i.creativecommons.org/l/by/4.0/88x31.png
[cc-by-shield]: https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg
|