Semascope: Tool for Text Mining and Analysis

In this Post

TextVisualization.app offers text exploration tools, a ChatGPT detector, a semantic space viewer, and an automated keyword extractor for interactive text analysis based on statistical properties of words.

Table of Content


textvisualization.app β€” branded as Semascope β€” provides practical, browser-based tools for text mining and content analysis.

We offer online and batch processing solutions for exploring and understanding large volumes of text, focusing on:

  • Keyword Extraction: Automatically highlight the most important terms based on statistical properties of words.
  • AI Content Detection: Analyze texts to detect signs of AI-generated writing.
  • Semantic Space Viewer: Visualize relationships between words and concepts in a text.
  • Sentiment Tracking: Monitor how media and content sentiment shifts over time.
  • Legacy Content Migration: Turn legacy files into online content

Our tools are designed to help:

  • Content creators improve quality by spotting weak, AI-like writing.
  • Editors and publishers detect AI content and manage legacy text archives.
  • Researchers and journalists uncover patterns, trends, and hidden insights in news and media.
  • Organizations build better search, tagging, and summarization workflows for large content collections.

Why it matters
Today’s internet is flooded with AI-generated content, spam, and information overload. Understanding the real structure, meaning, and emotional tone of text is more important than ever for credibility, trust, and traffic. Our goal is to make advanced text mining easy, fast, and accessible to everyone, without the need for heavy infrastructure.

Alexander Sotov

Text: Alexandre Sotov
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