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.
☆51Oct 19, 2023Updated 2 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 7 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
- ESG Dashboard from unstructured data using NLP☆15Nov 15, 2021Updated 4 years ago
- Use ESG-BERT model to classify text of sustainability reports☆17Jun 7, 2023Updated 3 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.
- In this solution, we offer a novel approach to sustainable finance by combining NLP techniques and news analytics to extract key strategi…☆81Apr 3, 2024Updated 2 years ago
- Putting the Data in ESG☆33Dec 17, 2020Updated 5 years ago
- Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.☆77Jan 12, 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
- Analyse environmental, social, and governance policies for potential gaps using AI - powered by LLMs, RAG techniques, and a regulatory kn…☆41Aug 12, 2026Updated last week
- Tracking activity and sentiment in the crypto markets using the Twitter API, Reddit API, Google Trends, and other sources☆11Sep 23, 2019Updated 6 years ago
- Risk Lab Research - ESG Company Ranking Score☆11May 1, 2020Updated 6 years ago
- ☆105Aug 16, 2024Updated 2 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.
- This repository includes a tool to extract companies' ESG ratings & financial metrics and load them on SQL☆51Jan 14, 2024Updated 2 years ago
- ReportParse is a unified NLP analyzer for corporate sustainability reports☆21Sep 18, 2024Updated last year
- ANN-based Expectations Algorithm applied to the Neoclassical Investment Model☆10Mar 15, 2023Updated 3 years ago
- VSCode extension to bring Kestra's autocompletion to your IDE☆14Aug 6, 2026Updated last week
- A toolbox for simulating and estimating long-term causal effects in the presence of unobserved confounding.☆14Feb 20, 2023Updated 3 years ago
- This repository will be used to organize all the codes and notes written on the Empirical asset pricing course given at the school of eco…☆12Apr 11, 2023Updated 3 years ago
- Daily kata from Quantitative Investment Portfolio Analytics In R☆18Aug 7, 2019Updated 7 years ago
- Demo on how to use Prefect with Docker☆25Sep 8, 2022Updated 3 years ago
- ☆11Mar 19, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Library that allows you to download twitter video/gifs from the tweet urls.☆17May 23, 2024Updated 2 years ago
- A terraform module that deploys Dagster to Azure.☆11May 10, 2021Updated 5 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 9 years ago
- Generalized Method of Moments estimation☆15Mar 23, 2025Updated last year
- ☆14Apr 1, 2019Updated 7 years 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
- CAPSTONE Project for Msc Financial Engineering☆13Mar 11, 2019Updated 7 years ago
- ☆10Feb 3, 2023Updated 3 years ago
- Vuejs Jwt HttpOnly Cookie☆10Apr 26, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- I doesn't find examples in internet, so I wrote it and I gonna show you how to do that☆10Jan 20, 2025Updated last year
- This is an example of a Django application implementing a form splitted through multiple screens☆10Jun 10, 2021Updated 5 years ago
- Plugin to use Terraform with Kestra☆23Aug 4, 2026Updated 2 weeks ago
- Generalized Autoregressive Score Models in R☆18Aug 17, 2025Updated last year
- Python/Stata Package for Stochastic Dominance Test☆14Jan 26, 2026Updated 6 months ago
- Big Data Applications in Finance module (MSc level)☆16Sep 23, 2021Updated 4 years ago
- Open Business Analytics and Data Science Research☆17Mar 30, 2021Updated 5 years ago