Spam Email Classification Dataset
Combined Spam Email CSV of 2007 TREC Public Spam Corpus and Enron-Spam Dataset
@kaggle.purusinghvi_email_spam_classification_dataset
About this Dataset
Spam Email Classification Dataset
Introduction
This is a csv file containing 83446 records of email which are labelled as either spam or not-spam. It is formed by combining the 2007 TREC Public Spam Corpus and Enron-Spam Dataset.
Columns
- label
- '1' indicates that the email is classified as spam.
- '0' denotes that the email is legitimate (ham).
- text
- This column contains the actual content of the email messages.
Sources
- 2007 TREC Public Spam Corpus
- Original link: https://plg.uwaterloo.ca/~gvcormac/treccorpus07/
- Preprocessed download link: https://www.kaggle.com/datasets/bayes2003/emails-for-spam-or-ham-classification-trec-2007
- Enron-Spam Dataset
- Original link: https://www2.aueb.gr/users/ion/data/enron-spam/
- Preprocessed download link: https://github.com/MWiechmann/enron_spam_data/
Code for combining and processing the two datasets: https://github.com/PuruSinghvi/Spam-Email-Classifier/blob/main/Combining%20Datasets.ipynb
Spam Email Classifier
A spam email classifier has been trained and built using this dataset.
It can be found here: https://github.com/PuruSinghvi/Spam-Email-Classifier