Survey Analyzer

Comprehensive survey data analysis with Likert scales, cross-tabs, and sentiment analysis.

Features

• Likert Scale Analysis: Agreement scale scoring and visualization
• Cross-Tabulation: Relationship analysis between categorical variables
• Frequency Analysis: Response distributions and percentages
• Sentiment Scoring: Text response sentiment analysis
• Open-Ended Analysis: Theme extraction from text responses
• Statistical Tests: Chi-square, correlations, significance testing
• Visualizations: Bar charts, heatmaps, word clouds, distribution plots
• Report Generation: Comprehensive PDF/HTML reports

Quick Start

from survey_analyzer import SurveyAnalyzer