The dataset has been prepared from: https://www.kaggle.com/datasets/taruntiwarihp/phishing-site-urls?resource=download. The dataset is balanced dataset which has 2000 each data samples for phising and non-phising mails. It has been divided into three parts - train, validation and test. The label 0 represent that it's a non-phising URL while 1 represents phising.
7fbd14c verified | dataset_info: | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: labels | |
| dtype: int64 | |
| splits: | |
| - name: train | |
| num_bytes: 180713 | |
| num_examples: 2800 | |
| - name: validation | |
| num_bytes: 37814 | |
| num_examples: 600 | |
| - name: test | |
| num_bytes: 41008 | |
| num_examples: 600 | |
| download_size: 189016 | |
| dataset_size: 259535 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: validation | |
| path: data/validation-* | |
| - split: test | |
| path: data/test-* | |
| size_categories: | |
| - 1K<n<10K | |