Customer Segmentation Analysis
Customer Segmentation Analysis
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This project explores customer behavior across different purchase channels and product categories. Key insights include spending patterns by marital status, education level, and income. The analysis helps identify high-value segments and optimize marketing strategies.
This project explores customer behavior across different purchase channels and product categories. Key insights include spending patterns by marital status, education level, and income. The analysis helps identify high-value segments and optimize marketing strategies.
Education Inequality Data Presentation
This presentation explores key challenges in educational equity across underserved and at-risk school districts. It includes data-driven models to:
Identify districts with limited resources or high dropout risks
Predict student dropout likelihood using demographic and funding indicators
Analyze the correlation between school funding and academic performance
Simulate education policy scenarios to assess potential social impact
Airline Data Analysis Summary
This project analyzes over 300,000 domestic flights in India to uncover pricing patterns and travel trends. Key insights include:
Class Distribution:
Economy class dominates with nearly 69% of flights, while business class accounts for 31%.Ticket Pricing:
The median ticket price is ₹7,000. One-stop flights are most common, with prices ranging widely depending on airline and class.Airline Comparison:
Indigo leads in flight frequency, especially in economy class. Business class fares are significantly higher with Air India.Top Destinations:
Mumbai and Delhi have the highest flight volumes, followed by Bangalore, Chennai, Hyderabad, and Kolkata.
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