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Market News and Sentiment Guide

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Learn to filter headlines, check publisher and time, interpret model sentiment, and distinguish a catalyst from confirmation.

News can explain a move that the chart alone cannot. This page brings stock-related headlines together and helps you find relevant events quickly. Sentiment offers an initial reading of the wording; understanding the event still begins with the original source, publication time, and full details.

Exelza market news and sentiment analysis page
Read the original headline context, publisher, time, and affected symbol before using sentiment.

What the page shows

Field or controlHow to use it
Headline and publisherIdentify the reported event and its source; open the source when available for full context.
Published and received timeSeparate when the event occurred from when the system ingested it.
Ticker linksConnect the article to supported symbols; one article can affect several securities differently.
SentimentClassifies available text as bullish, bearish, or neutral with model confidence; it is not price direction.
SignificanceEstimates relevance under the current rules and can differ from realized market impact.
FiltersNarrow by symbol, period, sentiment, or other supported dimensions.
Related alertsShow other events around the symbol without proving causation.

Recommended workflow

  1. Confirm publisher, publication time, and whether the headline is new or repeated.
  2. Open the article or available context and identify the actual event.
  3. Check affected symbols, sector, and scheduled-event calendar.
  4. Treat sentiment and significance as triage aids, then compare with price and volume response.
  5. Look for corrections, updates, or contradictory reports.
  6. Use alerts for monitoring while keeping the original source authoritative.

How to interpret the result

  • Bullish language can coincide with a negative price reaction if expectations were higher.
  • A high-confidence text label is confidence in classification, not a return forecast.
  • Repeated syndication should not be counted as several independent catalysts.

Common mistakes

  • Trading from a truncated headline.
  • Ignoring publication time or later corrections.
  • Equating model sentiment with factual accuracy or market impact.
  • Treating rumors and primary filings as equal sources.

Risk and limitations

News can be incomplete, incorrect, delayed, translated imperfectly, or rapidly superseded. Verify material claims with primary sources where possible.

Related guides

Positive news, falling stock?

Compare what was expected with what was announced, then inspect publication time and price before and after the event. The news may have been anticipated or fallen short of expectations. Check for corrections and details missing from the headline.

News cues: Hot, percentages, bars and arrows

The page shows sentiment labels, wording strength, article counts and changing news momentum. These are different measures; none is a win rate or a guaranteed stock-price forecast. Start with publication time and source, then use these cues to prioritize reading.

  1. 🔥 Hot identifies an article meeting sentiment-strength and classification-confidence requirements from a publisher on the tool's trusted list. It can be positive or negative. The Hot filter keeps qualifying articles within your other filters; it is not simply a filter for new stories.
  2. The number beside a stock's fire icon counts its Hot articles within the displayed period, not trades or price gains.
  3. The percentage beside a stock's sentiment label is the magnitude of its aggregate sentiment score. It uses available analysis scores on average, falling back to positive minus negative article counts divided by all articles when those scores are unavailable. The label's color follows which article count dominates, so it can differ from the strength of the averaged analysis.
  4. The green, red and gray bar splits the number of articles into positive, negative and neutral. The green share need not equal the percentage beside it.
  5. The upward or downward arrow compares net positive-minus-negative article counts in the latest thirty minutes with the preceding ninety minutes, within the available data. It does not measure stock-price momentum, and the two periods are not equal in length.
  6. Confidence concerns the analysis of the text, not whether the story is true or a trade will succeed. Significance is a separate label using sentiment strength, confidence and sample size. A single-article card is treated as a very weak sample by the current significance measure, even when it carries Hot; the two labels use different tests.

Fictional example: a stock has ten articles: six positive, three negative and one neutral. Its bar is 60% / 30% / 10%. Without analysis scores, the sentiment percentage is 30%: the positive-minus-negative count divided by the total, not the positive share. A fire count of two means two articles qualify as Hot, not that price rose. Open the headline and read the original before interpreting its effect.

If Hot returns no results, switch to All and check the period, symbol and other filters. Stories can exist without meeting the impact conditions; news data or analysis may also be delayed.

Page components explained

Find relevant news

Search the news and filter by publisher or sentiment. This narrows the feed; it does not verify the story. Keep the original source and publication time in your review.

Read beyond the headline

Check the company, time and source, then open the full article. Sentiment classifies the wording, not the stock's next move. Repeated stories can describe the same event.

News sentiment summary

Use the summary to see the balance of available news coverage. It is shaped by the selected articles and timing; it is not a vote by all market participants.

Language

Use the flag to switch the interface language. Check the currency shown on subscription and payment pages after changing language; trading symbols keep their original spelling.

Light and dark mode

Choose the appearance that makes text and chart details comfortable to read. Changing the theme affects the display, not the underlying data or signals.

Page layout

Use this control to change the available page layout. It changes how much space the interface uses, not the meaning of the displayed values.

Fullscreen

In the signed-in app, expand the site to gain more room for charts and tables. Use the control again or Escape to leave browser fullscreen.

Notification bell

Review recent notifications and their timestamps here. The badge counts unread notifications; it is not a count of unreviewed trading opportunities. Delivery channels and rules are managed in alert subscriptions.

Account menu

Open account settings, subscription details and other personal links here. Use sign out when you finish on a shared device.

Site navigation

Choose a tool from the menu: watchlists organize stocks, screeners narrow them down, and radars find particular patterns. On a small screen, use the menu button to reveal the links.

Last updated: 2026-09-13