Top 24 tools for data analysts
Ranked by role fit + community rating. 10 categories covered.
Data Analytics & Visualization
5 toolsPython & Jupyter
freeGeneral-purpose programming language with data science ecosystem
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4.8
Alteryx
professionalSelf-service data analytics and preparation platform
โ
4.6
KNIME
freeOpen-source data analytics and machine learning platform
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4.5
R & RStudio
freeStatistical computing language and IDE
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4.5
Dataiku
enterpriseEnterprise AI and machine learning platform
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4.5
Audit Data Analytics
1 toolGenerative AI & Automation
1 toolDatabase & Data Warehousing
3 toolsBusiness Intelligence & Analytics
4 toolsBusiness Intelligence & Reporting
5 toolsTableau
professionalLeading visual analytics and business intelligence platform
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4.5
Microsoft Power BI
starterMicrosoft's business analytics and interactive visualization platform
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4.4
Looker (Google Cloud)
professionalModern BI platform with semantic modeling layer and embedded analytics
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4.3
Qlik Sense
professionalSelf-service BI platform with associative analytics engine
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4.3
Sisense
professionalEmbedded analytics and BI platform for complex data
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4.2
Data Governance & Privacy
1 toolAI Data Analysis & Research
1 toolFinancial Planning & Analysis
2 toolsData Pipeline & ETL
1 toolOther roles
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