NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.

Differential Privacy-inspired LSTM for Stock Prediction Using Financial News. NeurIPS Robust AI in Financial Services 2019.

Набор данных для анализа тональности финансовых новостей

We scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.

Text summarization methods introduction

A suite of market/financial news webscrapers.

A Python FastAPI - Micro Service for Financial News

Simple stock market website made with React & Material UI

Developed an unsupervised pipeline that clusters financial headlines into 100+ meaningful topics using BERTopic and HDBSCAN. Integrated sentiment analysis to track market sentiment volatility and visualize topic trends across stock tickers and time. Combined multiple datasets to create a scalable, finance-ready insight system

Python SDK for our Intelligent Stock Market , Financial News & Financial Social Media Trends API

Professional Trading Web Application with React + FastAPI | Real-time Market Data | Portfolio Management | Financial News | Team Collaboration Platform

Get currency rates and financial news easily.

Sentiment analysis of financial news headlines with market comparison.

A news curator app that associates relevant news articles with a personalized stock watchlist

Automated content extraction system for corporate press releases

Financial News API Client Application Giving you access to financial news and business intelligence data in an easy to use api - create your free account and get Free API Keys

Financial news scraper from Benzinga.com and sentiment analysis using open source FinBERT

Deep Learning-Based Financial Sentiment Analysis (DLBFSA) is a deep learning algorithm that analyzes financial news and social media to gauge market sentiment and make informed trading decisions.

A pipeline that ingests daily DJIA news headlines, computes FinBERT sentiment and technical indicators, and trains an XGBoost model to predict the next-day Dow Jones direction.