73 Strings is an AI-based fintech. This repository contains the task's solution given by them to use MNC's description(textual data), and provide insights and derive a GNN to classify different types of MNC's. During this task, I came across lots of materials, and hands on Graph theory. I will continue working on this dataset by introducing knowledge graph for better analysis.