High-Performance Open-Source Archive
read_glint_survey() - Import and validate Viva Glint
CSV exportssummarize_survey() - Calculate comprehensive
question-level metrics including mean, SD, response rates, and
favorability percentagesget_response_dist() - Get detailed response value
distributionscompare_cycles() tracks changes across survey cycles with
delta calculationsget_correlations() supports Spearman, Pearson, and Kendall
methods with significance testingextract_survey_factors() identifies latent constructs with
multiple rotation optionsanalyze_attrition() links survey responses to employee
turnover with risk ratiosanalyze_by_attributes() aggregates results by any
combination of employee attributesaggregate_by_manager() - Roll up results by
organizational hierarchy (direct reports or full tree)pivot_long() - Reshape data for advanced analysis
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