Package index • centrimpact

Data Generation

Generate example datasets for testing and demonstration

generate_alignment_data(): Generate Alignment Data
generate_cascade_data(): Generate Cascade Survey Parameters
generate_dynamics_data(): Generate Project Dynamics Data
generate_indicators_data(): Generate Indicators Data

Analysis Functions

Compute alignment, cascade, dynamics, and indicator scores

analyze_alignment(): Calculate Alignment Scores
analyze_cascade(): Run the Cascade Analysis Pipeline
analyze_dynamics(): Analyze Project Dynamics

Visualization Functions

Create publication-ready visualizations

visualize_abacus(): Visualize Researcher-Partner Alignment (Abacus Plot)
visualize_alignment(): Visualize Rater Alignment (Slopegraph)
visualize_cascade(): Visualize Cascade (Ripple) Effects
visualize_dynamics(): Visualize Dynamics (Rose Diagram)
visualize_indicators(): Visualize Project Indicators

Data Loading

Load and clean CEnTR*IMPACT survey exports from Google Forms or Qualtrics

load_survey_data(): Load and Clean CEnTR*IMPACT Survey Data

Pipeline Functions

Lower-level network construction and analysis called internally by analyze_cascade()

build_network(): Build a Three-Layer Cascade Network Edge List
calculate_cascade(): Calculate Cascade Metrics From a Network Edge List