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Customer Analysis - Banking Domain

Tools used in this project
Customer Analysis - Banking Domain

Insights from Credit Card

About this project

Providing Insights For Credit Card Launch To Mitron Bank

About the Company & Problem Statement

Mitron Bank is a legacy financial institution headquartered in Hyderabad. They want to introduce a new line of credit cards, aiming to broaden its product offerings and reach in the financial market.

Now my role as a data analyst is to provide report key findings to the strategy team of Mitron Bank.

The Findings will include:

Demographic Insights

Income Utilization Insights & we’ll study about their Spending habits.

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Solution

I’ve analyzed the pilot data of 4000 customers' demographic and spending patterns to find their key clients, their top preferred categories, and when they spend the most. This helps Mitron Bank’s strategy team develop targeted marketing strategies and personalized offerings to enhance customer engagement and satisfaction.

These findings and insights were provided with a user-friendly Power BI report.

Process

After studying the provided dataset and other insights, I conducted background research on recent credit trends. This helped in forming accurate recommendations. I began by crafting necessary queries to identify essential KPIs, prioritize insights, and develop a user-friendly visualization report.

Data Importing and Preparation

I imported CSV data into Power Query in Power BI, creating calculated columns and DAX measures for crucial KPIs. This includes averages like income utilization %, monthly spend, and spend per transaction, crucial for decision-making on offering strategies, annual fees, and joining fee structures.

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Dashboard Design and Visualization

The dashboard design starts with choosing visuals for each metric, followed by selecting the color palette and layout style. Then, I arrange visuals and adjust page navigation across all report pages. In this simple version, you can see how the I approach solves the user needs.

Recommendations

  • Key clients fall within the age range of 25-45.
  • Gender and marital status do not significantly impact key clients, as top preferred spending categories remain consistent.
  • Salaried employees and freelancers are key clients.
  • Key client locations: Mumbai, Delhi, and Bengaluru.
  • Delhi is a significant market; focus on increasing the client base in this region.
  • Festive months (August, September, October) show high spending and income utilization percentages.
  • Top preferred spending categories: Bills, Groceries, Electronics, Health and Wellness, and Travel.

👉Tailor offers cashback and lifestyle benefits in the new Mitron Bank credit card line.

What I Learned 🌱

While working on this project, I learned how customer income utilization patterns aid in identifying reliable key clients for financial products. I created a user-friendly report, gaining insights into a strategic visual placement that impacts stakeholder decision-making—a firsthand lesson in effective dashboard design.

Contact:

LinkedIn: https://www.linkedin.com/in/gyan-ashish/

Email: gyanashish753@gmail.com

Thank you!

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