Data Preparation

Analysis

Results

City Rankings

City combined_score Youth_Density Competitor_Density Avg_Commercial_Rent (INR/sqft)
Mumbai 0.83 0.37 0.04 280
Bengaluru 0.66 0.38 0.03 240
Delhi 0.52 0.38 0.05 250
Chennai 0.50 0.38 0.03 210
Kolkata 0.32 0.38 0.03 180

Score Comparison

Interactive Map

Recommendations

City State District Youth_Population Avg_Income Commercial_Rent Competitors Fashion_Interest Combined_Score Revenue_Potential
Chennai Tamil Nadu Chennai 2700000 55000 210 21 80 0.501341 2.632

Next Steps

  1. Conduct site visits to top recommended locations
  2. Analyze local zoning regulations
  3. Develop market-specific merchandising plans
  4. Establish partnerships with local influencers