# Student Survey Response Analysis

Interactive semantic maps and cluster summaries exploring MacNeill students’ open-ended feedback.

Web page: /projects/student-survey-analysis

- From: Independent / MacNeill Secondary
- Started: 2025-04
- Ended: 2025-04
- Significance: standard
- Tags: javascript, data-visualization, education

## Overview

The site groups feedback about belonging, staff support, advisory activities, reporting incidents, and school events into question-specific explorations.

## Process

Each question has an interactive map with inspectable response text and cluster summaries. The visualization lets users zoom into related answers and hide clusters.

## Result

Published the survey exploration, which later informed my Round 2 Vancouver AI semantic maps.

## Gallery

![Semantic map of student school-event suggestions, colored by cluster.](/assets/tab-panels/student-survey-analysis.webp)

## Links

* [GitHub](https://github.com/Toricane/student_survey)
* [Website](/student_survey/)

## Menu

[Home](/index.md) · [Projects](/projects.md) · [Awards](/awards.md) · [Resume](/resume/resume.md)