iSchool Capstone

The modern product manager’s toolkit! Sentiment Analysis and Topic Modeling

Project tags:

data science & visualization

Project poster

Smartsheet is an enterprise platform that helps automate processes across a broad array of use cases, which strives to improve its offerings based on consumer feedback. The task of understanding and leveraging unstructured comments and emails from customers is challenging, which is why we propose a combination of topic modeling and sentiment analysis techniques to gather actionable insights, aggregated and presented as a dashboard to stakeholders thus enabling them to take data-driven decisions to improve user experience. The solution focuses on identifying negative feedback from users, in order to highlight potential areas of improvement, thus informing the future product roadmap.

Project participants:

Bhagyashri Nivdunge

MSIM

Rahul Zende

MSIM

Anjali Singh

MSIM

Hrishika Shetty

MSIM