GitHub - Salma0-8/S-P-500-ESG-Risk-Analysis-and-Predictionan: This analysis explores ESG Risk Ratings of S&P 500 companies, handling missing values with KNN Imputer and performing sector-wise risk analysis. EDAand a Random Forest model reveal risk distributions, correlations, and high-risk industries. Insights support sustainable investment decisions, with predictive modeling.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
1.png		1.png
10.png		10.png
2.png		2.png
3.png		3.png
4.png		4.png
5.png		5.png
6.png		6.png
7.png		7.png
8.png		8.png
9.png		9.png
Data Insights Story.md		Data Insights Story.md
ESG Risk Analysis of S&P 500 Companies Storytelling.md		ESG Risk Analysis of S&P 500 Companies Storytelling.md
S&P 500 ESG Risk Analysis and Predictionan Code.ipynb		S&P 500 ESG Risk Analysis and Predictionan Code.ipynb
Stock Price Prediction with LSTM and Deep Learning.ipynb		Stock Price Prediction with LSTM and Deep Learning.ipynb

About

This analysis explores ESG Risk Ratings of S&P 500 companies, handling missing values with KNN Imputer and performing sector-wise risk analysis. EDAand a Random Forest model reveal risk distributions, correlations, and high-risk industries. Insights support sustainable investment decisions, with predictive modeling.

www.kaggle.com/code/salmarashwan/s-p-500-esg-risk-analysis-and-predictionan

risk-analysis random-forest risk knn investment-analysis correlation-analysis