NewsLens Research Dashboard

Core Workspaces

• Model Evaluation compares sentiment model performance across corpora.
• Text Analysis runs focused sentiment checks on short passages.
• About explains the project method, data pipeline, and research boundaries.
• News Analytics provides source, topic, lens, and workflow diagnostics.

Research Focus

NewsLens is designed for exploratory analysis. It supports transparent comparisons of model behavior, source-level framing patterns, topic-controlled differences, and data quality signals without treating automated scores as final judgments.