/A.I-ESG-Evaluator

Evaluates corporations' ESG index with Financial Statement based on Machine Learning

Primary LanguageJupyter NotebookMIT LicenseMIT

A.I-ESG-Evaluator

Steve Ive 2021

Evaluates corporations' ESG index with Financial Statement based on Machine Learning

A.I-ESG-Evaluator

1. Data Preprocessing

  • Download Files

2. Split the Data for train, test

  • Dataset for classification

  • Dataset for regression

3. Train with only ESG Features

  • Classficiation with Classsfier

  • Classification using Regression

4. Train with financial features

  • Classification using Classifier

  • Classification using Regression