edgetrader / esg-nlp
Analysing ESG report using Natural Language Processing
☆49Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for esg-nlp
- This repository includes a tool to extract companies' ESG ratings & financial metrics and load them on SQL☆43Updated 10 months ago
- ESG-investment AI☆25Updated 3 weeks ago
- A Python package that uses Selenium to scrape content from the MSCI.com ESG Ratings Corporate Search Tool.☆26Updated 2 years ago
- ☆88Updated 3 months ago
- Domain Specific BERT Model for Text Mining in Sustainable Investing☆128Updated last year
- ☆11Updated 6 years ago
- Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.☆67Updated 3 years ago
- This repository contains code and data for a machine learning model that predicts ESG (Environmental, Social, and Governance) scores base…☆24Updated last year
- Putting the Data in ESG☆26Updated 3 years ago
- Please refer to attached full report. Introduction ESG is abbreviate of the environment, social responsibility, and corporate governanc…☆20Updated 6 years ago
- Stock selection and portfolio performance based on ESG Scores☆13Updated 3 years ago
- Integrating ESG scores into asset allocation and portfolio optimization through a GUI application.☆25Updated 2 years ago
- Application and data for analyzing and structuring portfolios for climate investing.☆47Updated 2 years ago
- This repository includes our work on extracting the digital transformation strategy of Fortune 500 companies from earnings calls transcri…☆27Updated 3 years ago
- Code I built from scratch to scrape Seeking Alpha earnings call transcripts, organized the data in data frames, and stored the final data…☆28Updated 3 years ago
- Accompanies Finastra's Hack to the Future 4 Learning Session "Sustainability reports & NLP"☆11Updated 2 years ago
- This projects helps scraping and analysing the 10K and 10Q documents filed by publicly traded companies to the SEC.☆21Updated 4 years ago
- A repository for machine learning based investment strategies☆28Updated 5 years ago
- Python Nowcasting☆119Updated 3 years ago
- Gold Price Prediction using CNN-LSTM and CNN-GRU model: We have built univariate and multivariate CNN-LSTM, CNN-GRU and many variants of …☆13Updated 2 years ago
- Earnings Call Sentiment Analysis. This repository includes my work on extracting the focus area of companies from their earnings calls tr…☆15Updated 3 years ago
- These are notes for macroeconomic analysis, summarised in past years for macro trading/analysis.☆27Updated 2 years ago
- Using various machine learning models to predict whether a company will go bankrupt☆25Updated 2 years ago
- This example will demonstrate how we can retrieve ESG data from Refinitiv Data Platform (RDP). We will be using Python with RDP API to re…☆12Updated 3 years ago
- Financial and Investment Data Science: FinDS Python library and examples for applying quantitative and machine learning methods on struct…☆37Updated 5 months ago
- Implementation of a variety of Value-at-Risk backtests☆35Updated 5 years ago
- This notebook is devoted to exploring some aspects of the Capital Asset Pricing Model (CAPM) using Python☆18Updated 5 years ago
- A bot for collecting Earnings Announcement Transcripts from SeekingAlpha.com☆22Updated 2 years ago