Code Monkey home page Code Monkey logo

power-bi-project's Introduction

Power-BI-Project

Live Demo: View Project Details on Power BI

Following the recent significant technological advancement, fraudsters have become increasingly easier to committ fraud schemes with tremendous impacts on businesses. It is therefore crucial for businesses to gear themselves up to face such challenges ahead by using various means in data analytics. In this project on fraud detection analysis, Power BI has been used to visualize the basic features of the PaySim synthetic dataset on the routine operation of financial transactions and their associated, if any, malicious behaviour.

This project begins by showing various forms of visualizations relating to the basic features of the dataset such as the count of different transaction type, transaction amount by types, transaction amount against time steps, the diffferences in account balance between the original and destination accounts in the case of the original and destination accounts respectively. It follows by showing certain descriptive statistics about the fraud and non=fradulent cases respectively such as the fraud count by transaction types, non-fraud count against the transaction amount, account balance differnces in the fraudulent cases and non=fraudulent cases, etc.

Lastly, the project ends up with an automated, chatbot-like Q&A session.

power-bi-project's People

Contributors

steveluk270190 avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.