Political Sentiment Tracker

Analyzing sentiment from real news articles

Data source: frontpage-news dataset (13.1M articles from 90+ outlets, 2015-2020)

Showing data fromJul 18, 2015toOct 17, 2020

Featured use case

Political Sentiment Tracker

This use case is powered by the Dataville API — a single endpoint that gives developers clean, structured access to large public datasets without scraping, parsing, or infra overhead. Start querying 13 million news articles in minutes.

Why use Dataville

One API key — no scraping, no pipelines, no infra to maintain
Structured JSON responses ready to plug into any app, notebook, or model
Filter by entity, topic, outlet, date range, or sentiment in a single request
Access millions of records instantly — data that would take weeks to collect yourself

Data source

HuggingFace frontpage-news — a corpus of 13.1 million news articles scraped from 90+ English-language outlets.

Coverage: July 2015 – October 2020
Outlets: BBC, CNN, Reuters, The Guardian, NYT, Washington Post, and 85+ more
Sentiment: Keyword-based NLP polarity scoring per article

View dataset on HuggingFace

Sentiment Over Time

Real data from HuggingFace frontpage-news dataset (2015-2020)

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Polarity:-1 (negative) to +1 (positive)

Leaning:-1 (left) to +1 (right)

Entity Leaderboard

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Topic Distribution

Article Feed

Real headlines from major news outlets

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