Top 24 tools for data analysts
Ranked by role fit + community rating. 11 categories covered.
Audit Data Analytics
1 toolBusiness Intelligence & Reporting
6 toolsTableau
professionalLeading visual analytics and business intelligence platform
Microsoft Power BI
starterMicrosoft's business analytics and interactive visualization platform
Qlik Sense
professionalSelf-service BI platform with associative analytics engine
Looker (Google Cloud)
professionalModern BI platform with semantic modeling layer and embedded analytics
Sisense
professionalEmbedded analytics and BI platform for complex data
Domo
professionalCloud-based business management platform with BI, collaboration, and apps
Generative AI & Automation
1 toolData Analytics & Visualization
5 toolsKNIME
freeOpen-source data analytics and machine learning platform
Dataiku
enterpriseEnterprise AI and machine learning platform
R & RStudio
freeStatistical computing language and IDE
Python & Jupyter
freeGeneral-purpose programming language with data science ecosystem
Hex
professionalAI-native analytics notebook — Jupyter meets BI, with Magic AI for SQL and Python from natural language.
Database & Data Warehousing
4 toolsData Governance & Privacy
1 toolBusiness Intelligence & Analytics
1 toolCybersecurity
1 toolSEO & Digital Marketing
1 toolAI Data Analysis & Research
1 toolProduct Analytics
2 toolsOther roles
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