SentimentFX/Stocks/JPM
Stocks · JPM

JPMorgan Chase (JPM) Sentiment Analysis

Live news sentiment for JPMorgan Chase — the largest US bank; sentiment tracks rates, credit conditions and earnings. SentimentFX scores every JPM headline with FinBERT and tracks how sentiment moves alongside price, updated hourly.

Avg sentiment (7d)
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Headlines (30d)
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Latest price
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Sentiment trend
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View live chart Get via API

What we track for JPM

Every hour, SentimentFX collects the latest JPMorgan Chase news from major financial publishers and RSS feeds, then scores each headline using FinBERT — a transformer model fine-tuned on financial text. The output is a sentiment score between -1 (very bearish) and +1 (very bullish), and we plot the daily average against JPM price so you can see how news flow moves with the market.

JPMorgan Chase is the largest US bank; sentiment tracks rates, credit conditions and earnings, which makes JPM an especially useful ticker for sentiment-driven analysis. Our pipeline pulls from Yahoo Finance and other major financial newswires, deduplicates by URL, and only stores headlines whose title actually mentions JPM or a recognised alias.

Sentiment vs price correlation

The dashboard plots JPM sentiment against price on a single chart, with a rolling 180-day correlation analysis that reports Pearson r, p-value, a 95% confidence interval and a plain-English strength label (strong / weak / inconclusive). You can also pull the raw correlation via the public API endpoint /v1/correlation/JPM.

Developer access

All JPM sentiment, price and correlation data is available via the SentimentFX REST API. Generate a key on the developer portal, then call GET /v1/sentiment/JPM with an X-API-Key header. Free tier included, metered billing beyond that.

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JPM sentiment FAQ

How is JPM sentiment calculated?
SentimentFX scrapes JPMorgan Chase news headlines from major financial outlets every hour and scores each one with FinBERT, a finance-tuned transformer model. The score is the model's positive probability minus negative probability, giving a value between -1 (very bearish) and +1 (very bullish).
How often is JPM sentiment data updated?
The scraper runs every hour, pulling new JPM headlines from GNews and Yahoo Finance RSS feeds. New sentiment scores are usually live within 1–2 minutes of scrape completion.
Can I correlate JPM sentiment with its price?
Yes — the SentimentFX dashboard plots JPM sentiment against price on the same chart, and the correlation endpoint returns a Pearson r value, 95% confidence interval and strength label over a rolling 180-day window. You can also pull this via the public REST API at developers.sentimentfx.org.
Is JPM sentiment data available via API?
Yes. The SentimentFX public API exposes /v1/sentiment/JPM, /v1/summary/JPM, /v1/prices/JPM and /v1/correlation/JPM endpoints. Authentication is via X-API-Key header. See the developer portal for full reference.