ADHD Analyzer
ADHD Analyzer is a data analysis platform built for social robotics research. Researchers upload zipped experiment datasets containing accuracy logs, pose stability recordings, and pre/post-experiment questionnaires. The Flask backend preprocesses participant data, runs statistical tests (t-tests, chi-square, Wilcoxon), and generates visualizations. The React frontend presents p-value tables, trendline plots, box plots, and gender-based comparisons across accuracy and pose stability metrics.
FEATURES
Experiment Data Upload
Upload zipped research datasets and automatically validate folder structure, extract files, and run preliminary preprocessing.
Statistical Analysis
Compute between-group and within-group p-values, chi-square tests, and cumulative gender accuracy statistics from participant session data.
Accuracy & Pose Analysis
Compare ADHD and non-ADHD groups on task accuracy and pose stability across sessions, thresholds, and distraction conditions.
Interactive Visualizations
Generate and browse accuracy trendlines, pose stability plots, box plots, and gender/severity distribution charts.
Experiment Info Dashboard
View participant counts, pre/post-experiment summaries, distraction-level comparisons, and significance-highlighted p-value tables.