Provided data-driven insights with visualization using Tableau software. The dataset consists of the engagement of users with a chat platform. The company had 208,000 employees out of which 147,287 registered to the platform where 100,908 were regular users. The largest number of upsell opportunities were identified within users who tend to post more frequently in the past 30 days. Used scatter, line and bar chart to analyze the trends.