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