ROADMAP.md

Fitbit Analysis - Project Roadmap

Milestone 1: Project Setup

Deadline: April 17

• Register project and group on the official spreadsheet
• Define roles within the team (data, viz, interface, etc.)
• Create GitHub repo and project scaffolding
• Submit initial README and ROADMAP

Milestone 2: Data Integration

Deadline: May 1

• Load and inspect all .csv files
• Write combine_data.py to merge datasets into a single DataFrame
• Normalize date and user ID formats
• Support data access at different resolutions (minute/hour/day)

Milestone 3: Core Functionality & Refactoring

Deadline: May 8

• Write filter_data.py to allow data filtering by user/time
• Implement summary statistics (total steps, avg sleep duration, etc.)
• Begin basic visualizations (time series plots)
• Refactor codebase and improve modularity

Milestone 4: Unit Testing & GitHub Issues

Deadline: May 15

• Write unit tests for key modules (data combining, filtering, statistics)
• Open GitHub issues for known bugs and enhancements
• Complete test coverage report

Milestone 5: Final Delivery & Presentation

Deadline: May 22

• Finalize interactive visualization features
• Polish CLI and prompts for user input
• Create requirements.txt and ensure scripts are runnable end-to-end
• Prepare short demo for presentation
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