SentimentFX/ETFs/QQQ
ETFs · QQQ

Invesco Nasdaq 100 ETF (QQQ) Sentiment Analysis

Live news sentiment for Invesco Nasdaq 100 ETF — tracks the Nasdaq 100; sentiment is dominated by mega-cap tech news flow. SentimentFX scores every QQQ 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 QQQ

Every hour, SentimentFX collects the latest Invesco Nasdaq 100 ETF 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 QQQ price so you can see how news flow moves with the market.

Invesco Nasdaq 100 ETF is tracks the Nasdaq 100; sentiment is dominated by mega-cap tech news flow, which makes QQQ 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 QQQ or a recognised alias.

Sentiment vs price correlation

The dashboard plots QQQ 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/QQQ.

Developer access

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

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QQQ sentiment FAQ

How is QQQ sentiment calculated?
SentimentFX scrapes Invesco Nasdaq 100 ETF 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 QQQ sentiment data updated?
The scraper runs every hour, pulling new QQQ headlines from GNews and Yahoo Finance RSS feeds. New sentiment scores are usually live within 1–2 minutes of scrape completion.
Can I correlate QQQ sentiment with its price?
Yes — the SentimentFX dashboard plots QQQ 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 QQQ sentiment data available via API?
Yes. The SentimentFX public API exposes /v1/sentiment/QQQ, /v1/summary/QQQ, /v1/prices/QQQ and /v1/correlation/QQQ endpoints. Authentication is via X-API-Key header. See the developer portal for full reference.