Time Series Analysis
Advanced business intelligence dashboard for restaurant sales forecasting and strategic decision making
Core Time Series Analysis
Advanced analysis of your sales data with trend detection and seasonal patterns.
Complete Sales Journey Analysis
TL;DR Summary
Visual breakdown showing three key components: Blue dashed line (original sales $40K-$57K), Green solid line (growth trend $8,500/year), and Red solid line (detrended seasonal patterns ±$10K). Reveals how your growth trend dominates sales while seasonal patterns remain consistent and predictable.
Analysis Summary: This sophisticated time series decomposition reveals your restaurant's sales performance broken down into its fundamental components. The blue dashed line shows your actual sales evolution from $40,000 to $57,000 per week, the green solid line reveals the underlying growth trend of $8,500 per year, and the red solid line displays pure seasonal patterns after removing growth bias.
Interactive Time Series Charts
Explore your sales data interactively with zoom, pan, and hover capabilities for deeper insights.
Interactive Features
- Zoom: Click and drag to zoom into specific time periods
- Pan: Drag to move around when zoomed in
- Hover: See exact values and dates on hover
- Legend: Click legend items to show/hide series
Chart Types
- Time Series: Complete sales journey with all components
- Decomposition: Trend, seasonal, and residual breakdown
- Seasonal: Focus on seasonal patterns only
- Heatmap: Weekly seasonal intensity visualization
Advanced Time Series Decomposition
Comprehensive statistical decomposition revealing the fundamental components driving your sales patterns.
Complete Sales Decomposition Analysis
TL;DR Summary
Advanced decomposition breaks down your sales into three components: trend (85% - $8,500/year growth), seasonal (15% - ±$10,000 amplitude), and residual (<5% - minimal noise). Reveals true seasonal patterns without growth bias.
Key Business Insights
- Growth Trajectory: $17,000 increase over 2-year period
- Seasonal Strength: ±$10,000 seasonal amplitude
- Peak Preparation: 3-week advance notice required
- Resource Planning: 25-30% staffing increase needed
Statistical Components
- Trend Component: 85% contribution
- Seasonal Component: 15% contribution
- Residual Component: <5% contribution
- Model Quality: Excellent fit (R² > 0.95)
Pattern Recognition & Analysis
Advanced pattern recognition and seasonal analysis for strategic planning.
Detrended Sales Intensity Heatmap
TL;DR Summary
Advanced heatmap showing true seasonal patterns after removing growth bias. Dark blue = October/November and April/May peaks, light blue = January/February and July/August troughs. Consistent patterns enable precise 8-12 week advance planning.
Peak Season Analysis
- October-November: Darkest blue intensity
- April-May: Medium-dark blue intensity
- Peak Reliability: Consistent timing
- Strategic Planning: 8-12 week advance preparation
Trough Season Analysis
- January-February: Lightest blue intensity
- July-August: Light-medium blue intensity
- Trough Consistency: Regular timing
- Cost Management: Reduce staffing during troughs
Monthly Sales Patterns: Original vs Detrended
TL;DR Summary
Advanced comparison showing growth bias removal. Blue bars = original sales (strong growth), Red bars = detrended sales (true seasonal patterns). Enables unbiased performance evaluation and precise seasonal planning.
Business Intelligence Summary
Comprehensive analysis of your restaurant's performance with actionable insights for strategic decision making.
Enhanced Critical Business Metrics Dashboard
TL;DR Summary
Your restaurant is growing strong! $177.86 weekly growth, 66.5% seasonal patterns, 11 peak weeks per year, and manageable 16.3% volatility. You can reliably forecast 12 weeks ahead.
Strategic Business Insights
- Investment Confidence: Growth is statistically significant
- Seasonal Marketing: 66.5% seasonal strength
- Resource Planning: 11 peak weeks require 25-30% more staffing
- Cash Flow Management: $48,673 average weekly sales
Immediate Action Items
- Peak Week Preparation: Start planning 3 weeks before peaks
- Seasonal Menu Planning: Develop seasonal specials
- Marketing Calendar: Schedule campaigns for pre-peak periods
- Inventory Management: Stock up 20-25% during peak seasons
Download Analysis Reports
Download comprehensive analysis reports and documentation for detailed review and strategic planning.
Core Time Series Analysis
Complete sales journey analysis with trend, seasonal, and detrended components breakdown.
Advanced Decomposition Analysis
Statistical decomposition revealing fundamental components driving sales patterns.
Detrended Sales Heatmap Analysis
True seasonal patterns revealed by removing growth bias from sales data.
Monthly Sales Patterns Analysis
Growth vs seasonality comparison with original vs detrended sales analysis.
Business Intelligence Summary
Enhanced business intelligence dashboard with actionable strategic insights.
Business Planning Guide
Comprehensive business planning recommendations and strategic guidance.