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.
☆47Oct 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:
- ☆10Sep 25, 2018Updated 7 years ago
- Analysing ESG report using Natural Language Processing☆60Mar 16, 2021Updated 5 years ago
- ☆11Oct 30, 2023Updated 2 years ago
- Use ESG-BERT model to classify text of sustainability reports☆16Jun 7, 2023Updated 2 years ago
- Comprehensive ESG dataset from Chinese listed companies' reports. Contains 8,467 annotated sentences with 36 topic labels and 2 quality l…☆33Jun 6, 2024Updated last year
- 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.
- Stock selection and portfolio performance based on ESG Scores☆14Mar 16, 2021Updated 5 years ago
- Integrating ESG scores into asset allocation and portfolio optimization through a GUI application.☆30May 27, 2022Updated 3 years ago
- Sustainable Entrepreneurship☆13Jul 16, 2021Updated 4 years ago
- Tracking activity and sentiment in the crypto markets using the Twitter API, Reddit API, Google Trends, and other sources☆10Sep 23, 2019Updated 6 years ago
- 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
- Application and data for analyzing and structuring portfolios for climate investing.☆50Oct 20, 2022Updated 3 years ago
- ☆10Dec 22, 2020Updated 5 years ago
- An experimental implementation of a treasury system based on Scorex framework☆13Jan 17, 2020Updated 6 years ago
- ☆103Aug 16, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Risk Lab Research - ESG Company Ranking Score☆11May 1, 2020Updated 5 years ago
- Modifying the Shiller CAPE Ratio to adjust for changing economic conditions.☆15Nov 5, 2022Updated 3 years ago
- This repository includes a tool to extract companies' ESG ratings & financial metrics and load them on SQL☆48Jan 14, 2024Updated 2 years ago
- This repository contains the underlying code for the paper "Consistent and Replicable Estimation of Bilateral Climate Finance" by Toetzke…☆14Oct 24, 2022Updated 3 years ago
- Repository of my experiments with MCP☆41Oct 19, 2025Updated 5 months ago
- ANN-based Expectations Algorithm applied to the Neoclassical Investment Model☆10Mar 15, 2023Updated 3 years ago
- 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 2 years ago
- Demo on how to use Prefect with Docker☆27Sep 8, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆11Mar 19, 2018Updated 8 years ago
- Library that allows you to download twitter video/gifs from the tweet urls.☆17May 23, 2024Updated last year
- Plugin to use Terraform with Kestra☆23Mar 2, 2026Updated 3 weeks ago
- Accompanies Finastra's Hack to the Future 4 Learning Session "Sustainability reports & NLP"☆10Mar 17, 2022Updated 4 years ago
- the codes and some preliminary progress in the work of robust stochastic portfolio optimization☆11Oct 15, 2020Updated 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
- Replicate "Bond Risk Premia" by John H. Cochrane, Monika Piazzesi in Python☆12Apr 12, 2023Updated 2 years ago
- Putting the Data in ESG☆32Dec 17, 2020Updated 5 years ago
- Source code for Multiple Criteria Decision Aid by Jason Papathanasiou, Nikolaos Ploskas☆36Jul 23, 2018Updated 7 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- In-class exercises in R☆11Aug 22, 2016Updated 9 years ago
- A lean package to estimate financial asset betas☆11Feb 12, 2023Updated 3 years ago
- Please refer to attached full report. Introduction ESG is abbreviate of the environment, social responsibility, and corporate governanc…☆21Aug 16, 2018Updated 7 years ago
- "Deep Learning in Finance" course for Baruch MFE program - Fall 2025☆45Dec 15, 2025Updated 3 months ago
- Large t-Vector AutoRegressive models with volatility spillovers and networks. Code of the paper Barbaglia, Croux, Wilms (2020) "Volatilit…☆19Feb 18, 2021Updated 5 years ago
- Generalized Autoregressive Score Models in R☆16Aug 17, 2025Updated 7 months ago
- Big Data Applications in Finance module (MSc level)☆16Sep 23, 2021Updated 4 years ago