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FinSignals

Market & alternative data

Multi-label classification for financial posts you supply

What it is

A classification API for short financial text such as a forum post or a news line that you send in yourself. One request returns seven heads together: sentiment, a bullish or bearish direction, a quality label such as relevant or spam, a post type, a relevance score, an author-confidence score and a sarcasm flag, and a Python client wraps the same call. Quant developers and fintech teams who already collect posts and want one fixed label schema are the audience. The text has to be supplied by the caller, the labels are model output rather than a market observation, and the service does not download prices or a social feed.

At a glance

Worth watchingOur rating, based on popularity, maintenance and how ready it is for real use.

Best forDevelopers
Used forData source, Data analysis
MarketsUS equities, Crypto
StackPython
Learning curveEasy to start
Practical valueMedium practical value
CostFree, with paid APIs
HardwareNo GPU needed
In the author's words

Financial-text classification API for sentiment, directionality, quality, post type, relevance, confidence, and sarcasm, with 1,000 free credits per month and no credit card required. [GitH

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