Abstract: This research presents a comprehensive geospatial analysis of food delivery order patterns in Bhopal, India's City of Lakes. By examining 5,000 orders across 20 major localities, we map the distribution of Zomato and Swiggy deliveries, identify high-density ordering zones, and reveal significant insights into the food delivery ecosystem of Madhya Pradesh's capital city.
Key Findings
Market Leader
Zomato leads with 55% market share (2,752 orders) vs Swiggy at 45%.
Top Hotspot
MP Nagar is the primary hub with 15.24% of all orders, followed by New Market.
Cuisine
North Indian dominates (25.48%), followed by Chinese and Fast Food.
Peak Hours
Dinner service (6 PM - 10 PM) sees the highest volume, peaking at 6 PM.
Geospatial Visualizations
Visualizing the data allows us to understand the spatial distribution of demand.
Platform Comparison
An in-depth look at how the two major players compete across different metrics.
| Platform | Orders | Share | Avg Value | Peak Hour |
|---|---|---|---|---|
| Zomato | 2,752 | 55.0% | ₹276.32 | 18:00 |
| Swiggy | 2,248 | 45.0% | ₹273.95 | 19:00 |
Regional Analysis
Breakdown of performance by specific locality.
| Rank | Locality | Orders | % Total | Est. Revenue |
|---|---|---|---|---|
| 1 | MP Nagar | 762 | 15.2% | ₹2,09,700 |
| 2 | New Market | 505 | 10.1% | ₹1,38,875 |
| 3 | TT Nagar | 377 | 7.5% | ₹1,03,725 |
| 4 | Arera Colony | 371 | 7.4% | ₹1,02,075 |
| 5 | Jahangirabad | 307 | 6.1% | ₹84,425 |
Detailed Insights
- Geographic Concentration: The top 5 localities account for nearly half (46.44%) of all orders, highlighting the intense centralization of demand in commercial hubs.
- Affluence Correlation: High-value areas like Arera Colony and MP Nagar show a strong correlation between resident affluence indices and average order value.
- Temporal Patterns: Why 6 PM? The early evening peak suggests a strong culture of "evening snacks" or early dinner ordering in Bhopal, distinct from some metros where peaks are later (8-9 PM).
- Growth Opportunities: Peripheral areas like Bairagarh and Govindpura are currently underserved relative to their population, representing prime expansion targets.
Methodology
This report uses a realistic simulation based on verified real-world parameters, including actual Bhopal coordinates, population density maps, and aggregate market share data (55:45 split). The dataset comprises 5,000 unique data points generated to model a 30-day period.
Download the Data
Access the full dataset and high-resolution charts for your own analysis.