The problem WhatsApp Chat Insights Analyzer solves

WhatsApp Chat Analyzer simplifies the process of understanding communication dynamics within WhatsApp groups or conversations. By providing detailed insights such as message statistics, sentiment analysis, word frequency by user, and more, it empowers users to uncover patterns, enhance communication strategies, and foster stronger connections within their communities.

Challenges I ran into

One challenge encountered was handling system-generated messages like "group_notification," which skewed the analysis results. To overcome this, I implemented filtering logic to exclude these messages from the analysis, ensuring more accurate insights into user interactions. Additionally, integrating text processing libraries like regex helped streamline data preprocessing and analysis tasks.