David-Egea/phishing-texts

Phishing Texts Dataset 🎣

Description:

This dataset is a collection of data designed for training text classifiers capable of determining whether a message or email is a phishing attempt or not.

Dataset Information 📨:

The dataset consists of more than 20,000 entries of text messages, which are potential phishing attempts.

Data is structured in two columns:

• —text: The text of the message or email.
• —phising: An indicator of whether the message in the text column is a phishing attempt (1) or not (0).

The dataset has undergone a data cleaning process and preprocessing to remove possible duplicate entries. It is worth mentioning that the dataset is balanced, with 62% non-phishing and 38% phishing instances.

In some of the aforementioned datasets, it was identified that the data overlapped. To avoid redundant values, duplicate entries have been removed from this dataset during the last data cleaning phase.

Data Sources 📖:

This dataset has been constructed from the following sources:

• —Hugging Face - Phishing Email Dataset
• —Hugging Face - Phishing Dataset
• —Kaggle - Phishing Emails
• —Kaggle - Phishing Email Data by Type

Big thanks to all the creators of these datasets for their awesome work! 🙌

In some of the aforementioned datasets, it was identified that the data overlapped. To avoid redundant values, duplicate entries have been removed from this dataset during the last data cleaning phase.