NewsPicks Sentiment

NewsPicks Sentiment Data Overview

Advanced Engagement Signals (Picks): Measure user engagement with a powerful, unified metric called a “Pick.” A Pick represents the total number of unique users who have engaged with an article by performing one of the following key actions:
- Commenting: The primary form of public discourse and feedback.
- Bookmarking: A strong signal of personal interest and an intent to revisit content.
- Reposting: A measure of content virality, indicating a user is actively amplifying an article to their network.
Expert User Identification: A classification system to distinguish between high-value "Expert" commentators and the general "Community."

Financial Market Integration: Company data is enhanced with market status and ticker symbols to facilitate financial analysis.
Hourly Data Freshness: The data is refreshed on an hourly basis, maintaining relevance for timely analysis.
Complete Relationship Mapping: A full suite of cross-reference tables allows for easy navigation between articles, companies, industries, themes, and users.