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5pyder

About The Project

Python-based Cryptocurrency forensics GUI application that visualizes transactions to allow analysts to trace cryptocurrency thats been distributed accross different wallet addresses.

The application utilizes Etherscan.io's and Ethplorer.io's API keys to retrieve a wallet address's transaction histroy and visualizes it in the form of a network graph. The wallet addresses are assigned different icons based on their category as shown below:

Parent

This is the wallet address that the user initially searches for. The rest of the wallet addresses branching out of the parent node are categorized as child nodes and assigned a different color icon.

Child

This icon is assigned to all the wallet addresses that branch out of the parent node.

Expanded Child

This icon is assigned to a child node that had been expanded by the user double clicking on it.

Cryptocurrency

This icon represents the cryptocurrency that is being sent to and received by the different wallet addresses. This icon is accompanied by an arrow connecting the two nodes together that points in the direction of the receiving end, along with the amount of cryptocurrency being sent out/received.

Libraries

Badges because they look cool:

Pandas scikit-learn Matplotlib NumPy

Additional libraries include:

Pyvis, PyQt5, PyQtWebEngine, requests, termcolor, slither-analyzer

Instructions

Note: Always use a virtual environment when installing dependancies. ⚠️

These API keys are required for this application to function:

• Ethplorer.io

• Etherscan.io

Once these API keys are obtained, append them to the creds.py file.

Install the dependencies:

pip install -r requirements.txt

Execute the application:

python main.py

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Python-based Cryptocurrency forensics GUI application that visualizes transactions.

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