National Fitness Story

Data Source: Australian Bureau of Statistics
Analysis: Daily step patterns across Australian cities
Period: January - March 2024

This dashboard explores how weather, location, and weekly rhythms influence physical activity levels, revealing insights for public health planning.

Daily Activity Trends

City Comparison

Weekly Patterns

Performance Summary

National Average: 7502 steps

Goal Achievement: 43.3%

Most Active City: Melbourne

Activity Consistency: 35.2%

Weather Impact

Data Story & Recommendations

Key Findings: - City Variations: Melbourne shows highest activity - Weather Sensitivity: Optimal activity between 15-25°C - Weekly Patterns: Weekend activity peaks across cities - Goal Performance: 43.3% meet daily steps

Public Health Insights: 1. Develop weather-protected activity spaces 2. Target inactivity during temperature extremes
3. City-specific initiatives based on local patterns 4. Weekday interventions to boost consistency

Technical Details

Data Sources: - Australian Bureau of Statistics - National Health Survey - Reference: https://www.abs.gov.au/statistics/health/health-conditions-and-risks/national-health-survey

Methodology: - Data simulation based on ABS published patterns - Multi-city comparative analysis - Weather correlation studies

Tools: R, Flexdashboard, ggplot2, dplyr

Dashboard designed for 1080p display - no scrolling required