aggregate_data          Aggregate Data by Groups
analyze_pca_variable_importance_general
                        Analyze and Visualize PCA Variable Importance
apply_scaling_enhanced
                        Apply Enhanced Scaling Methods
clean_heatmap_matrix    Clean Heatmap Matrix
create_annotations_enhanced
                        Create Enhanced Annotations for Heatmaps
create_color_palette_enhanced
                        Create Enhanced Color Palettes
create_mea_heatmaps_enhanced
                        Create Enhanced Heatmaps for Multi-Electrode
                        Array (MEA) Data Analysis
discover_mea_structure
                        Discover MEA Data Structure
handle_missing_values   Handle Missing Values in MEA Data
null_coalesce           Null Coalescing Operator
pca_analysis_enhanced   Enhanced PCA Analysis for MEA Data
pca_plots_enhanced      Enhanced PCA Plotting for Neural and Omics Data
perform_mea_pca         Perform MEA PCA Analysis
plot_mea_metric         Plot a Single MEA Metric Across Conditions
plot_pca_trajectories_general
                        Plot PCA Trajectories for Time Series Data
print_detailed_summary
                        Print Detailed PCA Variable Summary
process_mea_flexible    Process MEA Data Flexibly
quality_filter          Filter Data by Quality Metrics
setup_color_scheme      Setup Color Scheme
