Stock news
Available in the provider inventory.since 2015
Provider inventory
FMP News
Financial Modeling Prep is the data provider for the raw news article streams. FinBERT is not a provider; it is a local NLP model we run after ingestion to classify financial text sentiment.
SentimentNews ingestion pausedinventory 2026-06-19
Available data
What we have from FMP News
FMP news streams across equities, press releases, forex, macro, and crypto, then locally classified with FinBERT sentiment scoring.
Press releases
Available in the provider inventory.since 2019
Forex news
Available in the provider inventory.since 2018
General news
Available in the provider inventory.since 2020
Crypto news
Available in the provider inventory.since 2021
Local FinBERT scoring
NLP model applied after FMP ingest
Raw inventory
Raw lake contents
DatasetCoverage / notePath
press_release
Approx. 2019 to 2026
same provider tree
stock_news
Approx. 2015 to 2026
same provider tree
general_news
Approx. 2020 to 2026
same provider tree
forex_news
Approx. 2018 to 2026
same provider tree
crypto_news
Approx. 2021 to 2026
same provider tree
Processed / derived
Backtest-ready materializations
DatasetCoverage / notePath
fmp_scored
FinBERT-scored article stream
same provider tree
features
Daily sentiment features for model input
same provider tree
Processing layer
Local NLP processing: FinBERT
FinBERT runs inside the Validraft processing pipeline after FMP news articles have been ingested. It classifies each financial text item into sentiment features; it is not a third-party data feed or provider relationship.
Validation use
- Post-earnings drift and announcement-reaction studies.
- Headline sentiment overlays for US equities.
- Macro, FX, and crypto news sentiment filters.
Notes and caveats
- Fresh FMP News ingestion is paused; use current features as a historical snapshot unless reactivated for a scope.
Need this provider in a brief?
We confirm whether the existing lake is enough, whether a refresh is needed, and whether the scope depends on provider licensing before any validation run starts.