Uncover and understand ideological, societal, and cognitive biases in text content using our advanced directional framework. Perfect for journalists, educators, researchers, and critical thinkers.
Hover over each label to learn about different bias types
Identify ideological (L++ to R++), societal (T++ to B++), and cognitive biases in any text content with our advanced NLP algorithms.
Reframe content to a specific bias perspective or neutralize it to a more balanced viewpoint with a single click.
Understand bias patterns through intuitive visualizations including heatmaps, vector scores, and confidence metrics.
Our framework provides a nuanced approach to understanding bias beyond simple left-right dichotomies.
BiasMapper analyzes content along two primary axes: Ideological (Left to Right) and Societal (Topical to Baseline), with intensity levels ranging from neutral (C) to extreme (++).
Ensure balanced reporting by identifying and adjusting unintentional biases in your articles before publication.
Teach media literacy by showing students how to recognize different types of bias in various content sources.
Analyze bias patterns in large text corpora for social science, political science, or media studies research.
Our three-step process makes bias analysis simple and actionable.
Paste any text content into our analyzer - articles, essays, social media posts, or research papers. Our system processes content in multiple languages and various formats.
Our advanced NLP models evaluate the text across multiple dimensions of bias, identifying ideological leanings, topical focus, and baseline assumptions.
Receive detailed bias analysis with visualizations and explanations. Optionally reframe the content to different bias perspectives or neutralize it.
"The government's economic policies have different impacts across business sizes, with some analysts noting potential effects on income distribution..."
Analyze your text content for biases and explore different perspectives.
Enter some text and click "Detect Bias" to see the results
Analyzing text for biases...
Learn more about bias analysis and our framework.
Download our comprehensive guide to the BiasMapper framework, including detailed explanations of each bias type and practical examples.
Download PDFExplore academic research and real-world applications of our bias analysis framework across different domains.
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