Analyze alternatives
12 skills that do a similar job to Analyze in Data & Analytics, ranked by rating and usage.
View Analyze →skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/data/skills/explore-data ~/.claude/skills/
Explore Data
Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and colum…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/data/skills/write-query ~/.claude/skills/
Write Query
Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/data/skills/validate-data ~/.claude/skills/
Validate Data
QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checki…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/data/skills/create-viz ~/.claude/skills/
Create Viz
Create publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart, selecting the right chart type for…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/product-management/skills/metrics-review ~/.claude/skills/
Metrics Review
Review and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, inves…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/data/skills/data-context-extractor ~/.claude/skills/
Data Context Extractor
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts.
BOOTSTRAP MODE - Triggers: "Create a data con…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/data/skills/build-dashboard ~/.claude/skills/
Build Dashboard
Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results in…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/enterprise-search/skills/search ~/.claude/skills/
Search
Search across all connected sources in one query. Trigger with "find that doc about...", "what did we decide on...", "where was the conversation about…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/marketing/skills/performance-report ~/.claude/skills/
Performance Report
Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrappin…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/product-management/skills/synthesize-research ~/.claude/skills/
Synthesize Research
Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey response…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/anthropics/knowledge-work-plugins && cp -r knowledge-work-plugins/small-business/skills/report-builder ~/.claude/skills/
Report Builder
Turns a plain-English description of a recurring report into a real, repeatable report — defines the metrics, pulls them from whatever data sources ar…★ 4.8 · 0+
skillclaude_appclaude_codeclaude_api
git clone https://github.com/microsoft/azure-skills && cp -r azure-skills/skills/azure-kusto ~/.claude/skills/
Azure Kusto
Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto d…0+
Frequently asked questions
What is the best alternative to Analyze?
Ranked by rating and usage on AI Khazna, the top alternative is Explore Data. Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting data quality issues like duplicates or suspicious values, or deciding which dimensions and metrics to analyze.
How many alternatives to Analyze are there?
AI Khazna lists 12 skills that are alternatives to Analyze in Data & Analytics, each reviewed before publishing.