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Pandas Data Analysis Project

Exploring a Financial Fraud Detection Dataset with Python and Pandas

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Introduction

This project was created to practice a complete data-analysis workflow using Python and Pandas.

I worked with a financial fraud detection dataset, focusing on data manipulation, structured processing, and exploring patterns within the data.

What I Did

Using Pandas and Python, I:

  • Processed and explored the dataset

  • Performed data manipulation and transformation

  • Analyzed patterns within the data

  • Used Python-based visualization to better understand the results

Tech Stack

Python · Pandas · Data Analysis

What I Learned

This project helped me strengthen my understanding of Pandas, dataset exploration, data transformation, and analytical workflows.

It also gave me more practice working with structured data before moving toward larger analytics projects.

Project

GitHub: https://github.com/mahii-17/pandas\_project