Ham

The Hindi Spam SMS Dataset comprises 3,894 messages, each labeled as either spam or ham. This dataset was meticulously curated with contributions from students who encountered these messages daily. The messages were collected from their experiences and those shared by friends and peers, ensuring a diverse and realistic representation of SMS communication in Hindi. It offers a representative sample of real-world Hindi text messages for analysis. The dataset primarily contains messages written in Hindi, reflecting its origin's linguistic and cultural context.

The Dravidian Spam SMS dataset has Spam and Ham messages in English, Tamil, Telugu, Kannada, and Malayalam languages. Nearly 7700 messages were collected by sending friends and other contacts a Google form. Language experts (reading and writing skills) were used to label the messages of corresponding languages carefully. The dataset also includes the Tamil verbatim messages written in English. For example, “Nee Nalama”. The Ham messages are mostly normal. Spam messages include business, annoying, and unnecessary messages an anonymous user sends.