CMDSA-24

A code-mixed dataset (CMDSA-24) has been created for sentiment analysis in Roman Urdu, Roman Punjabi, and English. This dataset may be served as a benchmark for future researchers to evaluate sentiment analysis in low-resource, code-mixed languages. Data collection was conducted from diverse online social media platforms, including YouTube and WhatsApp, to ensure a varied dataset. Specifically, data from popular YouTube channels was selected for scraping using the YouTube V3 API. We developed a web scraping script to collect comments associated with each music post. For every post, we extracted the unique video ID, which was then input into the script to retrieve the corresponding comments. In addition to YouTube, we manually gathered WhatsApp message data from various users to create a corpus of code-mixed text based on SMS communications.