What is a news sentiment analysis API?

A news sentiment analysis API tells you whether coverage is positive, negative, or neutral. The APITube news sentiment API returns a score from −1 to +1 with a polarity label on every article.

How does APITube score sentiment?

APITube scores sentiment from −1 to +1 and labels it positive, neutral, or negative. You get four scores — overall, title, body, and for each entity mentioned in the article.

What is per-entity sentiment?

Per-entity sentiment is a separate score for each entity in an article. A single article can be positive about one company and negative about another, and APITube captures that per entity from −1 to +1.

Can I filter news by sentiment?

Yes. You can filter results by overall sentiment polarity and by entity-level sentiment, so you can pull only negative coverage of a specific brand from the last week.

How do title, body, and overall sentiment differ?

Title sentiment scores just the headline, body sentiment scores the article text, and overall sentiment combines the signals. This is useful when a neutral article carries a sharply worded headline, or vice versa.

How many languages does sentiment cover?

Sentiment is scored across 59 languages and 177+ countries, over 300,000+ sources.

Is sentiment available on the free plan?

Yes. Sentiment is returned on every plan, including the free tier.

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Last updated: October 30, 2026

See whether coverage is positive, negative, or neutral. APITube scores sentiment from −1 to +1 with a polarity label on every article — overall, title, and body — and for each entity mentioned, across 59 languages.

Realtime news articles from 177 countries

in 60 languages

Benefits

Sentiment at every level

APITube returns a sentiment score from −1 to +1 with a polarity label at four levels — overall, title, body, and per entity — so you can tell not just what was said, but how a person, brand, or company was portrayed.

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Scores from −1 to +1 with a polarity label

Four levels: overall, title, body, and per entity

Sentiment for each person, brand, and company mentioned

Filter and search articles by sentiment polarity

59 languages, 177+ countries

Same schema on the free plan

One API key across REST, streaming, and MCP

Use cases

What you can do

Use our news data whether you're a small business or a large corporation.

Brand

Brand sentiment tracking

Track how sentiment toward your brand and rivals moves over time, per entity, across languages.

Finance

Market and investor signals

Turn per-entity sentiment into signals about companies, sectors, and events for models and dashboards.

Crisis detection

Catch a spike in negative coverage of an entity early and route it to the right team.

Sentiment-aware agents

Let an agent weigh tone, not just topic, when deciding what coverage matters.

Features

Get what you need without complexity

Access news articles from thousands of sources.

News API

Export data in many formats
Industry Monitoring
Brand Monitoring
Market news and trends
Risk Management
Competitor news
Media Monitoring
Article tone
Trend Analysis
Group related articles
Forecasting social trends
Multiple languages
Audience Engagement
Geographical Analysis
Real-time Breaking News
Past articles
Custom News Feeds
News Aggregation
Content Filtering
Over 50 integrations

Details about each article

Industries
Locations
Persons
Organizations
Brands
Events
Disasters
Diseases
Links
Media
Images & Videos
Hashtags
Authors
Source
Find duplicate articles
Source rank
Article Sentiment
Readability Score
Detect language
and more

Analysis

Article tone
Analysis of public opinion
Categorization
Financial Analysis
Trend Analysis
Group related articles
Content Summarization
Names and places
Keyword Extraction
Article topics
Event Detection
Names and places
Text Classification
Controversy Detection
Source trust scores
Engagement Metrics
Source viewpoints
Quality Ranking
Spam Detection
Emotion Detection

Search filters

Search by Location
Search by Date Range
Search by Source
Search by Category
Search by Industry
Search by article tone
Search by Story
Search by source rank
Search by Language
Search by name or place
Search by Keywords
Combine terms with AND, OR, NOT
Proximity Search
Faceted Search
Range Queries
Search by Author
Search by Media Type
Search by Breaking News
Search by Read Time
+ over 65 more filters

More than 300,000+ sources

Teams around the world use APITube to build digital products.

Last updated: 8s ago
Total sources: 300.000k
Requests yesterday: 20.842
Articles added yesterday: 109.807k
Total articles: 3.88b

Frequently asked questions

: A news sentiment analysis API tells you whether coverage is positive, negative, or neutral. The APITube news sentiment API returns a score from −1 to +1 with a polarity label on every article.
: APITube scores sentiment from −1 to +1 and labels it positive, neutral, or negative. You get four scores — overall, title, body, and for each entity mentioned in the article.
: Per-entity sentiment is a separate score for each entity in an article. A single article can be positive about one company and negative about another, and APITube captures that per entity from −1 to +1.
: Yes. You can filter results by overall sentiment polarity and by entity-level sentiment, so you can pull only negative coverage of a specific brand from the last week.
: Title sentiment scores just the headline, body sentiment scores the article text, and overall sentiment combines the signals. This is useful when a neutral article carries a sharply worded headline, or vice versa.
: Sentiment is scored across 59 languages and 177+ countries, over 300,000+ sources.
: Yes. Sentiment is returned on every plan, including the free tier.