ESG Sentiment Analysis based on Twitter Tweets

Taxonomy4Good 🌱📚 Unleash the power of sustainability data with Taxonomy4Good, our innovative sustainability lexicon. This repository is your gateway to a world of customizable taxonomies, enabling you to dive deep into the realm of sustainable insights.

Established ranks consolidating ESG data from World Bank to compare ESG standing across countries

Repository of scripts belonging to my Thesis: Sentimental Sustainable Investing

通过CSR报告构建ESG指标

HackUTD 2021 submission. Tool to aggregate information about stocks from different signals including ESG, Twitter Sentiment, and more and compute a weighted score.

A comprehensive app designed to help investors make informed decisions based on sustainability and ESG

GreenSight - Analyze and evaluate Environmental, Social, and Governance (ESG) factors for companies. The application provides insights into a company's ESG performance, trends, and impact, offering a comprehensive view of its sustainability practices.

Fork of code repository for measuring corporate culture, modified to accommodate for corporations' CSR and ESG initiatives, including DEI values

This is an esg trend analysis project. The app reads corporate news articles, classifies them by topic and draws a the company's sentiment trend time series for the specified period.

AI-powered ESG fund analysis platform. I built this mostly in one weekend back in May 2023. It won the Changemakers Catalyst Fund prize (Homerton College, Cambridge) and was a finalist in the Cambridge University Entrepreneurs' £10k Competition (pitched by Yuge Zhang and May Zhao).

Group coursework for ARIN7102 (HKU 2023)

Extract Structured data(knowledge graph) from unstructured ESG data.

Multiobjective portfolio optimization with sustainability factors considered.

Multi-Objective Portfolio Optimization Library for Sustainable Investments

Analyse environmental, social, and governance policies for potential gaps using AI - powered by LLMs, RAG techniques, and a regulatory knowledge base using OpenAI API, LangChain, Pinecone and Streamlit.

eco4cast library aims to reduce carbon footprint of machine learning models with predictive cloud computing scheduling

Taxonomy4Good: a sustainability lexicon that provides the freedom to create custom taxonomies in addition to listed ESG and Sustainability Standards taxonomies.

In this solution, we offer a novel approach to sustainable finance by combining NLP techniques and news analytics to extract key strategic ESG initiatives and learn companies' commitments to corporate responsibility