WordStat by Provalis Research is a content analysis and text mining software designed to help researchers, analysts, and organizations extract, categorize, and analyze large volumes of unstructured text data. The software supports both qualitative and quantitative approaches, enabling users to apply existing or custom dictionaries, perform keyword and phrase extraction, and conduct advanced statistical analyses. WordStat integrates with other Provalis tools and supports a wide range of data sources, including survey responses, social media, legal documents, and financial filings. The platform leverages AI engines for tasks such as phrase extraction and sentiment analysis, and offers high-performance processing for large datasets. Its transparent, customizable workflows and integration with visualization and reporting tools make it suitable for academic, business, and government applications.

Key Features

Advanced Text Mining and Content Analysis Extracts and categorizes key concepts, topics, and sentiments from unstructured text.

• Instantaneous phrase and keyword extraction using multicore processing
• Application of pre-built or custom content analysis dictionaries

AI-Driven Analysis and Integration Leverages multiple AI engines for enhanced text processing.

• Choice of AI engines (OpenAI, Gemini, Claude, Mistral, Ollama)
• Sentiment analysis, thematic extraction, and summarization

Flexible Data Import and Export Supports a wide range of data formats and sources.

• Import from survey tools, social media, and financial filings (10-K, 10-Q)
• Export results to Power BI and other reporting tools

Statistical and Visualization Tools Provides in-depth analysis and presentation of text data.

• Frequency tables, word/phrase clouds, cluster analysis, link analysis
• Crosstabs, correspondence analysis, heatmaps, and statistical tests

Customizable and Transparent Workflows Allows users to control and adapt analysis processes.

• Custom dictionary creation and editing
• Transparent AI prompt customization and cost tracking

Benefits

Efficient Large-Scale Text Analysis Processes and analyzes large datasets quickly and accurately.

• High-performance multicore processing
• Instantaneous extraction and categorization

Comprehensive Insights Combines qualitative and quantitative methods for deeper understanding.

• Supports both manual and automated content analysis
• Integrates with visualization and reporting tools

Flexibility and Control Adapts to diverse research needs and data sources.

• Customizable dictionaries and AI integration
• Transparent, user-driven workflows

Seamless Integration Works with other Provalis tools and external platforms.

• Direct export to Power BI
• Integration with QDA Miner and SimStat