| | --- |
| | license: mit |
| | task_categories: |
| | - text-classification |
| | language: |
| | - ar |
| | tags: |
| | - religious-scam |
| | - detection |
| | - twitter |
| | - arabic-nlp |
| | pretty_name: Scam Religious Detection Dataset |
| | size_categories: |
| | - 1B<n<10B |
| | --- |
| | |
| | # Scam Religious Detection Dataset |
| |
|
| | This dataset is designed for detecting religious-based scams, particularly on social media platforms like Twitter. It contains a collection of tweets categorized into various classes to facilitate the training of machine learning models for scam detection. |
| |
|
| | ## Dataset Details |
| |
|
| | - **Dataset Name:** Scam-Religious-Detection |
| | - **Primary Language:** Arabic (ar) |
| | - **License:** MIT |
| | - **Total Size:** ~4.89 GB |
| |
|
| | ## Dataset Structure |
| |
|
| | The dataset consists of several CSV files: |
| |
|
| | | File Name | Size | Description | |
| | |-----------|------|-------------| |
| | | `TweetsStreamingTotal.csv` | 4.51 GB | Large-scale collection of raw tweets related to religious topics. | |
| | | `scam_religious_corpus_v1.csv` | 225 MB | Curated corpus specifically focused on religious scams. | |
| | | `real_legit_tweets.csv` | 96.9 MB | Collection of legitimate (non-scam) religious tweets. | |
| | | `merged_final_corpus.csv` | 41.8 MB | Merged and cleaned dataset ready for training. | |
| | | `real_scam_tweets.csv` | 11.3 MB | Verified scam religious tweets. | |
| | | `real_suspicious_tweets.csv` | 4.98 MB | Tweets identified as suspicious but requiring further analysis. | |
| |
|
| | ## Usage |
| |
|
| | You can load this dataset using the Hugging Face `datasets` library: |
| |
|
| | ```python |
| | from datasets import load_dataset |
| | |
| | dataset = load_dataset("abdessamad-bourkibate/Scam-Religious-Detection") |
| | |
| | ## Maintenance |
| | This dataset is maintained by abdessamad-bourkibate. |
