II.
SkillArea overview
Reference · liveskill-area:data-analytics
Data Analytics overview
SQL, dashboarding, statistical analysis, A/B testing interpretation, and metrics definition.
Attributes
displayName
Data Analytics
description
SQL, dashboarding, statistical analysis, A/B testing interpretation,
and metrics definition.
domains
[]
expertiseLevels
- novice
- intermediate
- expert
Outgoing edges
applies_to4
- domain:business-intelligence·DomainBusiness Intelligence
- specialization:decision-intelligence·SpecializationDecision Intelligence
- specialization:sports-analytics·SpecializationSports Analytics
- specialization:transportation-systems·SpecializationTransportation Systems
Incoming edges
lib_requires_skill_area126
- lib-agent:data-engineering-analytics--bi-analytics-engineer·LibraryAgentBI Analytics Engineer Agent
- lib-agent:business-strategy-advanced--strategy-monitor-agent·LibraryAgentstrategy-monitor-agent
- lib-agent:decision-intelligence--bi-analyst·LibraryAgentbi-analyst
- lib-agent:decision-intelligence--dashboard-architect·LibraryAgentdashboard-architect
- lib-agent:decision-intelligence--dss-architect·LibraryAgentdss-architect
- lib-agent:decision-intelligence--insight-translator·LibraryAgentinsight-translator
- lib-agent:decision-intelligence--predictive-analyst·LibraryAgentpredictive-analyst
- lib-agent:decision-intelligence--real-time-decision-engineer·LibraryAgentreal-time-decision-engineer
- lib-agent:knowledge-management--knowledge-analyst·LibraryAgentknowledge-analyst
- lib-agent:logistics--cross-dock-coordinator·LibraryAgentcross-dock-coordinator
- lib-agent:logistics--demand-planner·LibraryAgentdemand-planner
- lib-agent:logistics--disposition-analyst·LibraryAgentdisposition-analyst
- lib-agent:logistics--driver-operations-coordinator·LibraryAgentdriver-operations-coordinator
- lib-agent:logistics--fleet-manager·LibraryAgentfleet-manager
- lib-agent:logistics--freight-audit-specialist·LibraryAgentfreight-audit-specialist
- lib-agent:logistics--freight-coordinator·LibraryAgentfreight-coordinator
- lib-agent:logistics--fulfillment-coordinator·LibraryAgentfulfillment-coordinator
- lib-agent:logistics--inventory-analyst·LibraryAgentinventory-analyst
- lib-agent:logistics--inventory-control-specialist·LibraryAgentinventory-control-specialist
- lib-agent:logistics--inventory-disposition-specialist·LibraryAgentinventory-disposition-specialist
- lib-agent:logistics--labor-planning-analyst·LibraryAgentlabor-planning-analyst
- lib-agent:logistics--logistics-analytics-specialist·LibraryAgentlogistics-analytics-specialist
- lib-agent:logistics--receiving-coordinator·LibraryAgentreceiving-coordinator
- lib-agent:logistics--replenishment-planner·LibraryAgentreplenishment-planner
- lib-agent:logistics--route-optimization-analyst·LibraryAgentroute-optimization-analyst
- lib-agent:logistics--sustainability-coordinator·LibraryAgentsustainability-coordinator
- lib-agent:logistics--transportation-planner·LibraryAgenttransportation-planner
- lib-agent:logistics--warehouse-operations-manager·LibraryAgentwarehouse-operations-manager
- lib-agent:operations--benchmarking-coordinator·LibraryAgentbenchmarking-coordinator
- lib-agent:operations--capacity-planning-analyst·LibraryAgentcapacity-planning-analyst
- lib-agent:operations--demand-planning-analyst·LibraryAgentdemand-planning-analyst
- lib-agent:operations--master-scheduler·LibraryAgentmaster-scheduler
- lib-agent:operations--measurement-systems-analyst·LibraryAgentmeasurement-systems-analyst
- lib-agent:operations--operations-analyst·LibraryAgentoperations-analyst
- lib-agent:operations--production-flow-manager·LibraryAgentproduction-flow-manager
- lib-agent:operations--simulation-analyst·LibraryAgentsimulation-analyst
- lib-agent:operations--spc-implementation-specialist·LibraryAgentspc-implementation-specialist
- lib-agent:operations--value-stream-analyst·LibraryAgentvalue-stream-analyst
- lib-agent:project-management--evm-analyst·LibraryAgentevm-analyst
- lib-agent:project-management--schedule-analyst·LibraryAgentschedule-analyst
- lib-agent:public-relations--pr-measurement-analyst·LibraryAgentpr-measurement-analyst
- lib-agent:supply-chain--cost-to-serve-analyst·LibraryAgentcost-to-serve-analyst
- lib-agent:supply-chain--logistics-optimization-manager·LibraryAgentlogistics-optimization-manager
- lib-agent:supply-chain--procurement-analyst·LibraryAgentprocurement-analyst
- lib-agent:supply-chain--supplier-performance-manager·LibraryAgentsupplier-performance-manager
- lib-agent:supply-chain--supply-chain-analyst·LibraryAgentsupply-chain-analyst
- lib-agent:supply-chain--supply-chain-digitalization-lead·LibraryAgentsupply-chain-digitalization-lead
- lib-agent:travel--data-quality-inspector·LibraryAgentdata-quality-inspector
- lib-skill:data-engineering-analytics--ab-test-statistical-analyzer·LibrarySkillA/B Test Statistical Analyzer
- lib-skill:data-engineering-analytics--bi-semantic-layer-generator·LibrarySkillBI Semantic Layer Generator
- lib-skill:business-analysis--metrics-dashboard-designer·LibrarySkillmetrics-dashboard-designer
- lib-skill:business-strategy-advanced--kpi-design-skill·LibrarySkillkpi-design-skill
- lib-skill:customer-experience--crm-integration·LibrarySkillcrm-integration
- lib-skill:decision-intelligence--data-storytelling·LibrarySkilldata-storytelling
- lib-skill:decision-intelligence--decision-visualization·LibrarySkilldecision-visualization
- lib-skill:decision-intelligence--kpi-tracker·LibrarySkillkpi-tracker
- lib-skill:decision-intelligence--time-series-forecaster·LibrarySkilltime-series-forecaster
- lib-skill:entrepreneurship--startup-metrics·LibrarySkillstartup-metrics
- lib-skill:knowledge-management--knowledge-analytics·LibrarySkillknowledge-analytics
- lib-skill:logistics--abc-xyz-classifier·LibrarySkillabc-xyz-classifier
- lib-skill:logistics--carbon-footprint-calculator·LibrarySkillcarbon-footprint-calculator
- lib-skill:logistics--carrier-selection-optimizer·LibrarySkillcarrier-selection-optimizer
- lib-skill:logistics--cross-dock-orchestrator·LibrarySkillcross-dock-orchestrator
- lib-skill:logistics--cycle-count-scheduler·LibrarySkillcycle-count-scheduler
- lib-skill:logistics--dead-stock-identifier·LibrarySkilldead-stock-identifier
- lib-skill:logistics--demand-forecasting-engine·LibrarySkilldemand-forecasting-engine
- lib-skill:logistics--dock-scheduling-coordinator·LibrarySkilldock-scheduling-coordinator
- lib-skill:logistics--driver-scheduling-optimizer·LibrarySkilldriver-scheduling-optimizer
- lib-skill:logistics--fifo-lifo-controller·LibrarySkillfifo-lifo-controller
- lib-skill:logistics--fleet-analytics-dashboard·LibrarySkillfleet-analytics-dashboard
- lib-skill:logistics--freight-audit-validator·LibrarySkillfreight-audit-validator
- lib-skill:logistics--incoterms-compliance-checker·LibrarySkillincoterms-compliance-checker
- lib-skill:logistics--labor-productivity-optimizer·LibrarySkilllabor-productivity-optimizer
- lib-skill:logistics--last-mile-delivery-optimizer·LibrarySkilllast-mile-delivery-optimizer
- lib-skill:logistics--load-optimization-calculator·LibrarySkillload-optimization-calculator
- lib-skill:logistics--logistics-kpi-tracker·LibrarySkilllogistics-kpi-tracker
- lib-skill:logistics--omnichannel-fulfillment-allocator·LibrarySkillomnichannel-fulfillment-allocator
- lib-skill:logistics--predictive-maintenance-scheduler·LibrarySkillpredictive-maintenance-scheduler
- lib-skill:logistics--returns-disposition-optimizer·LibrarySkillreturns-disposition-optimizer
- lib-skill:logistics--route-optimization-engine·LibrarySkillroute-optimization-engine
- lib-skill:logistics--safety-stock-calculator·LibrarySkillsafety-stock-calculator
- lib-skill:logistics--shipment-visibility-tracker·LibrarySkillshipment-visibility-tracker
- lib-skill:logistics--slotting-optimization-engine·LibrarySkillslotting-optimization-engine
- lib-skill:logistics--supply-chain-visibility-platform·LibrarySkillsupply-chain-visibility-platform
- lib-skill:logistics--transportation-spend-analyzer·LibrarySkilltransportation-spend-analyzer
- lib-skill:logistics--warehouse-simulation-modeler·LibrarySkillwarehouse-simulation-modeler
- lib-skill:logistics--wave-planning-optimizer·LibrarySkillwave-planning-optimizer
- lib-skill:operations--benchmarking-analyst·LibrarySkillbenchmarking-analyst
- lib-skill:operations--capacity-planner·LibrarySkillcapacity-planner
- lib-skill:operations--changeover-optimizer·LibrarySkillchangeover-optimizer
- lib-skill:operations--constraint-identifier·LibrarySkillconstraint-identifier
- lib-skill:operations--control-chart-analyzer·LibrarySkillcontrol-chart-analyzer
- lib-skill:operations--cost-of-quality-analyzer·LibrarySkillcost-of-quality-analyzer
- lib-skill:operations--cycle-time-analyzer·LibrarySkillcycle-time-analyzer
- lib-skill:operations--demand-forecaster·LibrarySkilldemand-forecaster
- lib-skill:operations--five-s-auditor·LibrarySkillfive-s-auditor
- lib-skill:operations--gage-rr-analyzer·LibrarySkillgage-rr-analyzer
- lib-skill:operations--inventory-optimizer·LibrarySkillinventory-optimizer
- lib-skill:operations--kanban-system-designer·LibrarySkillkanban-system-designer
- lib-skill:operations--oee-calculator·LibrarySkilloee-calculator
- lib-skill:operations--operational-dashboard-generator·LibrarySkilloperational-dashboard-generator
- lib-skill:operations--process-capability-calculator·LibrarySkillprocess-capability-calculator
- lib-skill:operations--process-simulation-modeler·LibrarySkillprocess-simulation-modeler
- lib-skill:operations--production-scheduler·LibrarySkillproduction-scheduler
- lib-skill:operations--resource-scheduler·LibrarySkillresource-scheduler
- lib-skill:operations--root-cause-analyzer·LibrarySkillroot-cause-analyzer
- lib-skill:operations--standard-work-documenter·LibrarySkillstandard-work-documenter
- lib-skill:operations--throughput-accountant·LibrarySkillthroughput-accountant
- lib-skill:operations--value-stream-mapper·LibrarySkillvalue-stream-mapper
- lib-skill:operations--workflow-automator·LibrarySkillworkflow-automator
- lib-skill:project-management--agile-metrics-calculator·LibrarySkillagile-metrics-calculator
- lib-skill:project-management--benefits-tracking-dashboard·LibrarySkillbenefits-tracking-dashboard
- lib-skill:project-management--critical-path-analyzer·LibrarySkillcritical-path-analyzer
- lib-skill:project-management--evm-calculator·LibrarySkillevm-calculator
- lib-skill:project-management--kanban-analyzer·LibrarySkillkanban-analyzer
- lib-skill:project-management--sprint-planning-calculator·LibrarySkillsprint-planning-calculator
- lib-skill:project-management--vendor-scorecard·LibrarySkillvendor-scorecard
- lib-skill:supply-chain--cost-to-serve-analyzer·LibrarySkillcost-to-serve-analyzer
- lib-skill:supply-chain--forecast-accuracy-analyzer·LibrarySkillforecast-accuracy-analyzer
- lib-skill:supply-chain--scor-kpi-dashboard-builder·LibrarySkillscor-kpi-dashboard-builder
- lib-skill:supply-chain--spend-analytics-engine·LibrarySkillspend-analytics-engine
- lib-skill:supply-chain--supplier-scorecard-engine·LibrarySkillsupplier-scorecard-engine
- lib-skill:supply-chain--supply-chain-digital-twin·LibrarySkillsupply-chain-digital-twin
- lib-skill:supply-chain--supply-chain-visibility-integrator·LibrarySkillsupply-chain-visibility-integrator
- lib-skill:supply-chain--vendor-risk-scorer·LibrarySkillvendor-risk-scorer
- lib-skill:web-development--analytics·LibrarySkillanalytics
library_used_by1
- library:livebook·LibraryLivebook
prerequisite_for_learning4
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:business-analysis·SkillAreaBusiness Analysis
- skill-area:learning-analytics·SkillAreaLearning Analytics
- skill-area:revenue-attribution·SkillAreaRevenue Attribution
requires_skill_area38
- stack-profile:hr-people-analytics·StackProfileHR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI)
- stack-profile:prompt-engineering-workbench·StackProfilePrompt Engineering Workbench (TypeScript, React, PostgreSQL, LLM APIs, Redis)
- stack-profile:data-warehouse-bi·StackProfileData Warehouse / BI Stack (dbt, BigQuery, Metabase/Looker, Python, Airflow)
- stack-profile:time-series-analytics·StackProfileTime-Series Analytics Stack (InfluxDB, Grafana, Telegraf, Python, Go)
- stack-profile:infrastructure-cost-optimization·StackProfileInfrastructure Cost Optimization (Python, Terraform, PostgreSQL, Grafana, Prometheus)
- stack-profile:siem-platform·StackProfileSIEM Platform (Elasticsearch, Python, RabbitMQ, Redis, React, PostgreSQL)
- stack-profile:url-shortener-link-analytics·StackProfileURL Shortener / Link Analytics (Go, Redis, PostgreSQL, React, Docker)
- workflow:youtube-video-ad-campaign·WorkflowYouTube Video Ad Campaign
- workflow:google-shopping-feed-optimization·WorkflowGoogle Shopping Feed Optimization
- workflow:connected-tv-campaign-management·WorkflowConnected TV Campaign Management
- workflow:affiliate-program-management·WorkflowAffiliate Program Management
- workflow:discord-community-management·WorkflowDiscord Community Management
- workflow:forum-community-management·WorkflowForum Community Management
- workflow:open-source-community-stewardship·WorkflowOpen Source Community Stewardship
- workflow:community-feedback-to-product-loop·WorkflowCommunity Feedback to Product Loop
- workflow:community-gamification-design·WorkflowCommunity Gamification Design
- workflow:multi-touch-attribution-calibration·WorkflowMulti-Touch Attribution Calibration
- workflow:marketing-mix-modeling-cycle·WorkflowMarketing Mix Modeling Cycle
- workflow:customer-acquisition-cost-review·WorkflowCustomer Acquisition Cost Review
- workflow:cohort-retention-analysis·WorkflowCohort Retention Analysis
- workflow:campaign-post-mortem-analysis·WorkflowCampaign Post-Mortem Analysis
- workflow:lead-nurture-sequence-optimization·WorkflowLead Nurture Sequence Optimization
- workflow:customer-marketing-campaign·WorkflowCustomer Marketing Campaign
- workflow:personalization-engine-optimization·WorkflowPersonalization Engine Optimization
- workflow:marketing-data-warehouse-governance·WorkflowMarketing Data Warehouse Governance
- workflow:seo-technical-audit·WorkflowSEO Technical Audit
- workflow:conversion-rate-experimentation·WorkflowConversion Rate Experimentation
- workflow:marketing-budget-allocation-review·WorkflowMarketing Budget Allocation Review
- workflow:inside-sales-cadence-optimization·WorkflowInside Sales Cadence Optimization
- workflow:field-sales-territory-optimization·WorkflowField Sales Territory Optimization
- workflow:sales-tech-stack-optimization·WorkflowSales Tech Stack Optimization
- workflow:smb-self-serve-funnel·WorkflowSMB Self-Serve Funnel
- workflow:live-chat-support-optimization·WorkflowLive Chat Support Optimization
- workflow:phone-support-queue-management·WorkflowPhone Support Queue Management
- workflow:email-support-workflow·WorkflowEmail Support Workflow
- workflow:in-app-support-widget-optimization·WorkflowIn-App Support Widget Optimization
- workflow:video-support-session-management·WorkflowVideo Support Session Management
- workflow:onboarding-support-program·WorkflowOnboarding Support Program