This repository contains code and data for a machine learning model that predicts ESG (Environmental, Social, and Governance) scores based on sustainability reports and company data. It's a valuable resource for researchers, investors, and sustainability professionals interested in ESG score prediction using machine learning techniques.
☆53Oct 19, 2023Updated 3 years ago
Alternatives and similar repositories for ESG-Score-Prediction-from-Sustainability-Reports
Users that are interested in ESG-Score-Prediction-from-Sustainability-Reports are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Sep 25, 2018Updated 8 years ago
- Integrating ESG scores into asset allocation and portfolio optimization through a GUI application.☆31May 27, 2022Updated 4 years ago
- Analysing ESG report using Natural Language Processing☆62Mar 16, 2021Updated 5 years ago
- In this solution, we offer a novel approach to sustainable finance by combining NLP techniques and news analytics to extract key strategi…☆83Apr 3, 2024Updated 2 years ago
- ESG Dashboard from unstructured data using NLP☆15Nov 15, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Use ESG-BERT model to classify text of sustainability reports☆17Jun 7, 2023Updated 3 years ago
- Contains the NLP project for the "Detecting greenwashing signals through a comparison of ESG reports and public media" challenge.☆22Jun 12, 2023Updated 3 years ago
- Putting the Data in ESG☆33Dec 17, 2020Updated 5 years ago
- Stock selection and portfolio performance based on ESG Scores☆16Mar 16, 2021Updated 5 years ago
- Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.☆77Jan 12, 2021Updated 5 years ago
- Project examines factors affecting the change in car sales between 2019 and 2020 utilizing real world data, python, pandas, matplotlib an…☆14Feb 10, 2021Updated 5 years ago
- A Python package that uses Selenium to scrape content from the MSCI.com ESG Ratings Corporate Search Tool.☆29Mar 16, 2022Updated 4 years ago
- Comprehensive ESG dataset from Chinese listed companies' reports. Contains 8,467 annotated sentences with 36 topic labels and 2 quality l…☆37Jun 6, 2024Updated 2 years ago
- A curated list of sustainable finance resources (software, data and more)☆85Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Computational Finance and FinTech / M.Sc. International Finance / Berlin School of Economics and Law Berlin☆20Jun 17, 2026Updated 4 months ago
- Analyse environmental, social, and governance policies for potential gaps using AI - powered by LLMs, RAG techniques, and a regulatory kn…☆43Sep 2, 2026Updated last month
- Sustainable Entrepreneurship☆14Jul 16, 2021Updated 5 years ago
- Tracking activity and sentiment in the crypto markets using the Twitter API, Reddit API, Google Trends, and other sources☆11Sep 23, 2019Updated 7 years ago
- Bates ECON 368 Big Data and Economics syllabus and lectures☆28Jun 3, 2026Updated 4 months ago
- Resources for a PhD class module focused on anomalies.☆22Jun 7, 2024Updated 2 years ago
- Risk Lab Research - ESG Company Ranking Score☆11May 1, 2020Updated 6 years ago
- Modifying the Shiller CAPE Ratio to adjust for changing economic conditions.☆15Nov 5, 2022Updated 3 years ago
- Application and data for analyzing and structuring portfolios for climate investing.☆51Oct 20, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Applied BERT based model to extract relations from 29 annual reports of listed companies and news; Used spaCy library and BERT model for …☆13Feb 2, 2022Updated 4 years ago
- ☆104Aug 16, 2024Updated 2 years ago
- Starter code and documentation for public economics datasets in Stata and R.☆39Aug 30, 2026Updated last month
- This repository includes a tool to extract companies' ESG ratings & financial metrics and load them on SQL☆52Jan 14, 2024Updated 2 years ago
- ReportParse is a unified NLP analyzer for corporate sustainability reports☆22Sep 18, 2024Updated 2 years ago
- A toolbox for simulating and estimating long-term causal effects in the presence of unobserved confounding.☆14Feb 20, 2023Updated 3 years ago
- ☆10Apr 21, 2022Updated 4 years ago
- Daily kata from Quantitative Investment Portfolio Analytics In R☆18Aug 7, 2019Updated 7 years ago
- ☆10Jun 4, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"☆10Jun 9, 2023Updated 3 years ago
- Mainstreet Analytics is a real-time data visualization dashboard. It collects data from Twitter API, Google Trends API, and NY Times AP…☆20Sep 12, 2016Updated 10 years ago
- Generalized Method of Moments estimation☆15Mar 23, 2025Updated last year
- ☆14Apr 1, 2019Updated 7 years ago
- Markdown 长文渲染成小红书 3:4 图片组的 Agent Skill，全文不删减，内置 5 种风格（Cursor / Claude Code / Codex 通用）☆26Aug 15, 2026Updated 2 months ago
- Please refer to attached full report. Introduction ESG is abbreviate of the environment, social responsibility, and corporate governanc…☆22Aug 16, 2018Updated 8 years ago
- the codes and some preliminary progress in the work of robust stochastic portfolio optimization☆11Oct 15, 2020Updated 6 years ago