Man pages for bidux
Behavioral Insight Design: A Toolkit for Integrating Behavioral Science in UI/UX Design

adjust_suggestion_scoreApply context-based scoring adjustments
apply_suggestion_rulesApply suggestion rules to context data
assign_categoryAssign category based on suggestion content and concept
assign_difficultyAssign difficulty rating based on components and suggestion...
as_tibble.bid_issuesConvert bid_issues object to tibble
as_tibble.bid_stageConvert bid_stage to tibble
bid_addressCreate Notice stage from single telemetry issue (sugar)
bid_anticipateDocument User Behavior Anticipation Stage in BID Framework
bid_conceptGet detailed information about a specific concept
bid_conceptsSearch BID Framework Concepts
bid_flagsExtract telemetry flags from bid_issues object
bid_get_quietGet current quiet mode setting
bid_ingest_telemetryIngest telemetry data and identify UX friction points
bid_interpretDocument User Interpretation Stage in BID Framework
bid_noticeDocument User Notice Stage in BID Framework
bid_notice_issueCreate Notice stage from individual telemetry issue
bid_noticesCreate multiple Notice stages from telemetry issues
bid_pipelineCreate pipeline of Notice stages from top telemetry issues...
bid_quick_suggestQuick UX Suggestions for R Dashboard Developers
bid_reportGenerate BID Framework Report
bid_resultConstructor for BID result collection objects
bid_set_quietSet global quiet mode for bidux functions
bid_stageConstructor for BID stage objects
bid_structureDocument Dashboard Structure Stage in BID Framework
bid_suggest_componentsSuggest UI Components Based on BID Framework Analysis
bid_telemetryConcise telemetry analysis with tidy output
bid_telemetry_presetsGet predefined telemetry sensitivity presets
bidux-packagebidux: Behavioral Insight Design: A Toolkit for Integrating...
bid_validateDocument User Validation Stage in BID Framework
bid_with_quietTemporarily suppress bidux messages
build_concept_groupBuild suggestions for a specific concept
build_groups_with_suggestionsBuild suggestion groups organized by concept
create_confusion_noticeCreate notice stage for confusion patterns
create_delay_noticeCreate notice stage for delayed interactions
create_error_noticeCreate notice stage for error patterns
create_navigation_noticeCreate notice stage for navigation issues
create_unused_input_noticeCreate notice stage for unused input
deduplicate_warnings_suggestionsRemove duplicate warning-suggestion pairs
detect_telemetry_formatAuto-detect telemetry format from file extension
dot-calculate_severity_metricsCalculate severity metrics for an issue
dot-classify_issue_typeClassify issue type from issue key
dot-create_issues_tibbleCreate tidy issues tibble from notice issues list
dot-flags_from_issuesExtract global telemetry flags from issues and events
dot-suggest_theory_from_textSuggest theory from text with confidence scoring and...
extract_stageExtract specific stage from bid_result
extract_stage1_theoryExtract theory concepts from Stage 1 (Notice)
find_confusion_patternsFind confusion patterns (rapid repeated changes)
find_delayed_sessionsFind sessions with delayed first interaction
find_error_patternsFind error patterns in telemetry
find_navigation_dropoffsFind navigation drop-offs or underused pages
find_unused_inputsFind unused or under-used inputs
flatten_suggestions_to_tibbleConvert nested suggestion groups to flat tibble
format_labelFormat field label based on output format
get_accessibility_recommendationsGet accessibility recommendations for a given context
get_cognitive_load_suggestionsGenerate Cognitive Load Theory suggestions
get_concept_bias_mappingsGet bias mitigation strategies for concepts
get_concepts_dataInternal function to get concepts data from external files
get_consolidated_suggestion_rulesGet consolidated suggestion rules for all BID stages
get_default_concepts_dataGet default concepts data with lazy loading
get_default_layout_mappingsGet default layout mappings (fallback)
get_default_theory_mappingsGet default theory mappings (fallback)
get_dual_processing_suggestionsGenerate Dual-Processing Theory suggestions
get_fallback_concepts_dataFallback concepts data for emergency use
get_fallback_suggestionGenerate fallback suggestions for stages without specific...
get_generic_suggestionsGenerate generic suggestions for unrecognized concepts
get_information_scent_suggestionsGenerate Information Scent suggestions
get_layout_conceptsGet concepts recommended for a layout
get_metadataGet metadata from bid_stage object
get_onboarding_suggestionsGenerate User Onboarding suggestions
get_progressive_disclosure_suggestionsGenerate Progressive Disclosure suggestions
get_proximity_suggestionsGenerate Principle of Proximity suggestions
get_stageGet stage name from bid_stage object
get_visual_hierarchy_suggestionsGenerate Visual Hierarchy suggestions
infer_concepts_from_storyInfer concepts from Stage 2 (Interpret) story elements
is_bid_stageCheck if object is a bid_stage
is_completeCheck if workflow is complete (has all 5 stages)
layout_rationaleGenerate layout selection rationale
load_accessibility_guidelinesLoad accessibility guidelines
load_concept_bias_mappingsLoad concept-bias mappings
load_concepts_dataLoad concepts data from external file with caching
load_layout_mappingsLoad layout-concept mappings
load_theory_mappingsLoad theory mappings from external file or use defaults
new_bias_mitigationsCreate bias mitigations tibble
new_bid_resultCreate a BID result collection object (internal constructor)
new_bid_stageCreate a BID stage result object (internal constructor)
new_data_storyCreate a data story object
new_user_personasCreate user personas tibble
normalize_telemetry_columnsNormalize telemetry column names
print.bid_bias_mitigationsPrint method for bias mitigations objects
print.bid_data_storyPrint method for data story objects
print.bid_issuesPrint method for bid_issues objects
print.bid_resultPrint method for BID result objects
print.bid_stagePrint method for BID stage objects
print.bid_user_personasPrint method for user personas objects
rank_and_sort_suggestionsRank and sort suggestions within each group
read_telemetry_dataRead telemetry data from file or connection
read_telemetry_jsonRead telemetry from JSON log file
read_telemetry_sqliteRead telemetry from SQLite database
safe_lowerSafely convert text to lowercase with null handling
safe_stage_data_story_accessSafe access to data_story elements from previous stage
structure_suggestionsGenerate ranked, concept-grouped, actionable UI/UX...
suggest_layout_from_previousSuggest layout based on previous stage content using...
suggest_theory_from_mappingsSuggest theory based on problem and evidence using mappings
summary.bid_resultSummary method for BID result objects
summary.bid_stageSummary method for BID stage objects
validate_bid_resultValidate BID result object
validate_bid_stageValidate BID stage object
validate_concepts_data_structureValidate loaded concepts data structure
validate_paramCommon validation utility for bidux functions (DRY principle)
bidux documentation built on Nov. 20, 2025, 1:06 a.m.