Data Visualization · Dashboard Design · Student Wellbeing

Student Stress Dashboard — Visualizing Causes, Effects and Coping Strategies

An interactive dashboard developed to explore how stress affects students, what causes it, and which strategies may help reduce it. Built as a university team project, the dashboard translates dataset findings into clear visual insights through charts, comparisons and accessible storytelling.

Focus

Data visualization, stress research, dashboard design

Role

Concept development, analysis, implementation

Built With

Python, Streamlit, Kaggle dataset

Greybox prototype for reducing smartphone distraction

Why this project matters

Stress is a central issue in student life, yet it is often discussed only in abstract terms. This project aimed to make the topic more visible by translating data into an interactive dashboard that communicates the scale, causes and consequences of student stress in a clear and engaging way. Instead of presenting isolated numbers, the dashboard was designed to help users understand relationships: what contributes to stress, how it impacts daily life and which actions may help reduce it. The result is a visual tool that combines information design with social relevance.

The dashboard was created to answer four main questions:

  1. How many students are affected by stress?
  2. What are the main causes of stress?
  3. What effects does stress have on students?
  4. Which strategies can help counteract it?

Feature Overview

Data-Driven Overview

The dashboard provides a general overview of stress among students and makes broader patterns visible at a glance.

Visual Explanation Through Charts

Multiple diagrams were used to communicate the data in a clear and understandable way. These visualizations help compare causes, effects and behavioral patterns more effectively than plain text.

Structured Insights

Rather than showing data without context, the dashboard guides users through the topic step by step — from prevalence to causes, consequences and possible coping methods.

Interactive Exploration

Built as a digital dashboard prototype, the interface allows users to engage with information in a more dynamic and accessible format.

User flow:

  1. Open the dashboard
  2. Get an overview of student stress levels
  3. Explore the main causes of stress
  4. Review the effects stress can have on wellbeing and performance
  5. Understand possible ways to reduce or manage stress through the presented insights

Summary

This project was developed as part of a university course in a team of three. The objective was to design and implement a functional dashboard that communicates the topic of student stress through data visualization. The team worked with a dataset from Kaggle and used Python for processing, structuring and displaying the data. The dashboard itself was built with Streamlit, enabling an interactive and web-based presentation of the analysis.

My Role

I worked on the project as part of a three-person team and contributed to the conceptual development as well as the implementation of the dashboard. My work included helping shape the structure of the dashboard, supporting the coding process in Python and contributing to the translation of the dataset into visual and understandable insights.

Design Intent

The project explores how dashboards can do more than display numbers. Its aim was to communicate a socially relevant topic in a way that is informative, approachable and visually understandable. By focusing on stress among students, the dashboard combines data analysis with human-centered communication and shows how visualization can support awareness, reflection and education.

Dashboard Highlights

The following interface previews show selected sections of the dashboard and illustrate how the visualizations communicate key insights about student stress.

Stress dashboard overview

Overview of student stress patterns and key metrics.

Stress dashboard causes analysis

Visualization of major stress factors affecting students.

Stress dashboard coping strategies

Insights into consequences of stress and possible coping strategies.