Blog
What's happening at finlight.
Learn how to get the most from finlight — from product improvements and tutorials to expert comparisons and platform news.
Build a News Sentiment Signal for Your Watchlist
Turn finlight's article sentiment into a single confidence-weighted score per ticker, using Python and pandas, for any watchlist.
Stream Real-Time Stock News in Python with finlight
Build a live stock news stream in Python with finlight's WebSocket: get articles with sentiment the moment they're published, filtered by ticker.
Try finlight Free: Trial, Limits, and Support
Start with finlight's free plan: what you can test, where the limits are, and how to get help from the docs, Discord, and the team.
Tickers & Exchanges Done Right with the finlight API
Filter financial news by ticker and disambiguate dual-listed companies using finlight's resolved entities: ISIN, OpenFIGI, and exchange listings.
Global News by Country & Category with the finlight API
Slice global financial news by country and category, in 9 languages, using finlight's countries, categories, and language filters.