Geographic Intelligence to Boost Hari Raya Sales 2026
Kecerdasan Geografi Untuk Tingkatkan Jualan Raya Anda
Analisis Data Pintar Mengikut Negeri • Smart State-by-State Analysis
🎯 Tips Pantas Raya / Quick Raya Tips
Data Configuration
Single: view one period | Compare: analyze changes between two periods | Multi: track trends across 3+ periods
CSV files supported
Raw: transaction-level data | Summarised: pre-aggregated totals
Choose how to display your sales data on the map
Column containing state/region names
Column with sales amounts
Number of color categories (3-9)
How to match data to map regions
For districts or custom zones
Upload a CSV file to begin
Sales Concentration Analysis
Market Penetration Analysis
Enter total market size (RM) to calculate penetration rate by state. This shows what percentage of the total available market you've captured.
Year-over-Year Trend Analysis
Track sales momentum across multiple periods. Accelerating growth indicates strong market momentum, while decelerating trends signal the need for intervention.
Benchmarking & Target Analysis
Set sales targets by state and analyze performance variance. Identify over/under-performing regions to focus resources effectively.
Set Targets
Product/Category Performance by State
Understand which products or categories drive sales in each state. Identify regional preferences and optimize inventory allocation.
Revenue Quality & Customer Value Analysis
Assess state-level customer engagement using Recency, Frequency, and Monetary (RFM) metrics. Estimate customer lifetime value and prioritize retention efforts.
Seasonality & Sales Rhythm
Detect recurring seasonal patterns by state. Identify peak months, slow periods, and festive season effects to plan inventory and campaigns proactively.
Sales Velocity & Momentum Index
How fast is each state growing or declining right now? Catch accelerating trends before they show up in quarterly reports.
Revenue Distribution & Pareto Analysis
Apply the 80/20 rule geographically. Understand concentration risk — if you lost your top states, how much revenue disappears?
| Rank | State | Sales (RM) | % Share | Cumulative % | Pareto Status |
|---|
State-to-State Correlation Analysis
Discover which states move together. Use leading states as early indicators for lagging ones — act weeks before problems appear.
Sales Spike & Anomaly Detection
Automatically flag unusual spikes or drops using statistical analysis. Investigate causes immediately — promotions, disruptions, data errors.
Repeat Transaction & Loyalty Analysis
Estimate customer loyalty by state from purchase interval patterns — no customer IDs needed. Identify states at risk of irregular buying.
Sales Forecast & Projection
Predict next period sales by state using linear trend analysis. Plan budgets proactively with confidence intervals.
Market Maturity Matrix (BCG)
Portfolio strategy framework: classify states by Growth Rate vs Market Share. Stars, Cash Cows, Question Marks, or Dogs.
Location Quotient Analysis
Competitive positioning: where are you overperforming (LQ > 1) vs underperforming (LQ < 1) relative to market potential?
Cross-Period Cohort Retention
Track which states stay loyal across time periods. Identify churn patterns and retention rates period-over-period.
Portfolio Risk Assessment
Composite risk score per state combining concentration, revenue quality, growth trajectory, and volatility. Radar chart visualization.