Project scope
Categories
Data visualization Data analysis Data modelling Data scienceSkills
financial analysis trend analysis scheduling strategic decision making dashboard auditingThis project focuses on helping a fitness studio understand attendance trends and patterns across its classes. The objective is to build a user-friendly reporting system using historical and current data to provide actionable insights. By analyzing class registration data, students will develop dashboards that highlight daily and weekly trends, peak attendance periods, and patterns over the past two years. This will support data-driven decision-making around scheduling and operations.
This project is designed for students in a data analytics or business analytics program and will allow them to apply skills in data cleaning, visualization, and time-series analysis.
Review and clean existing class attendance and registration datasets
Perform descriptive and time-series analysis to identify key attendance trends
Create visual dashboards that display:
- Daily and weekly class attendance
- Trends across months and seasons
- Most and least attended classes
Summarize key insights in a final report with recommendations for scheduling optimization
- Deliver a working dashboard (in Excel, Power BI, or another platform) and a summary presentation
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
JamFit is a community-driven fitness studio based in Ontario, committed to promoting wellness, inclusivity, and fun through movement. With a wide variety of fitness classes tailored for all ages and abilities—including programs for seniors and individuals with disabilities—JamFit blends physical health with social connection in a welcoming, judgment-free environment. As the studio scales its operations, it continues to prioritize accessibility, sustainability, and personalized client experiences.