edgetrader / esg-nlp
Analysing ESG report using Natural Language Processing
☆53Updated 3 years ago
Alternatives and similar repositories for esg-nlp:
Users that are interested in esg-nlp are comparing it to the libraries listed below
- This repository includes a tool to extract companies' ESG ratings & financial metrics and load them on SQL☆44Updated last year
- ESG-investment AI☆27Updated 3 months ago
- Putting the Data in ESG☆29Updated 4 years ago
- A Python package that uses Selenium to scrape content from the MSCI.com ESG Ratings Corporate Search Tool.☆26Updated 2 years ago
- Please refer to attached full report. Introduction ESG is abbreviate of the environment, social responsibility, and corporate governanc…☆20Updated 6 years ago
- ☆92Updated 6 months ago
- Contains the NLP project for the "Detecting greenwashing signals through a comparison of ESG reports and public media" challenge.☆16Updated last year
- Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.☆71Updated 4 years ago
- ☆11Updated 6 years ago
- Stock selection and portfolio performance based on ESG Scores☆14Updated 3 years ago
- This repository contains code and data for a machine learning model that predicts ESG (Environmental, Social, and Governance) scores base…☆27Updated last year
- Domain Specific BERT Model for Text Mining in Sustainable Investing☆131Updated last year
- Integrating ESG scores into asset allocation and portfolio optimization through a GUI application.☆28Updated 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…☆13Updated this week
- A tool to cluster ESG stocks and cryptocurrency by return data to identify similar assets with higher ESG scores.☆10Updated last year
- A dataset of financial news is used to fine-tune BERT in order to extract investment opportunities.☆25Updated 3 years ago
- Replication of the 5 Fama-French factors as constructed in their 2015 paper.☆22Updated 2 years ago
- Stock markets are an essential component of the economy. Their prediction naturally arouses afascination in the academic and financial w…☆21Updated 3 years ago
- Application and data for analyzing and structuring portfolios for climate investing.☆47Updated 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
- Forecasting crude oil price based on only historical price data utilizing time-series forecasting and ensemble modeling.☆13Updated last year
- Code I built from scratch to scrape Seeking Alpha earnings call transcripts, organized the data in data frames, and stored the final data…☆29Updated 4 years ago
- Foreign Exchange Forecasting Model created for the paper "Can Interest Rate Factors Explain Rate Fluctuations?"☆30Updated 2 years ago
- Python Nowcasting☆120Updated 4 years ago
- ☆37Updated 4 years ago
- An econometrics vector autoregression model (VAR) for analysis of multivariate time series of macroeconomics phenomena. Python Jupyter no…☆14Updated 3 years ago
- Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news a…☆170Updated 2 weeks ago
- Sentiment Analysis by Machine Learning, LSTM and BERT☆67Updated last year
- Financial risk analysis on a stocks portfolio through the VaR (Value at Risk), using Monte Carlo Simulation and Multiple Linear Regressio…☆20Updated 4 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