What are the top 5 data analysis tools?
Asked "What are the top 5 data analysis tools?", Gemini, Google AI Mode, Copilot, Perplexity and ChatGPT named 15 distinct tools across 5 answers on September 7, 2026, and 8 of them in two or more answers.
Measured acrossGeminiGoogle AI ModeCopilotPerplexityChatGPT
8 of 15 names confirmed · named in 2 or more of 5 answers · asked September 7, 2026 · 5 engines
The top data analysis tools include Python, SQL, Excel, Power BI, and Tableau, which are widely used for data manipulation, analysis, and visualization. These tools are essential for data analysts and scientists to extract insights and make informed decisions. They offer a range of features, from data querying and modeling to visualization and business intelligence.
- 1Tableaunamed in 5 of 5 answers
- 2Pythonnamed in 4 of 5 answers
- 3SQLnamed in 4 of 5 answers
- 4Microsoft Power BInamed in 3 of 5 answers
- 5Microsoft Excelnamed in 2 of 5 answers
- 6Excelnamed in 2 of 5 answers
- 7Power BInamed in 2 of 5 answers
- 8Google Sheetsnamed in 2 of 5 answers
- 9Pandasnamed in 1 of 5 answersone answer
- 10NumPynamed in 1 of 5 answersone answer
- 11Qlik Sensenamed in 1 of 5 answersone answer
- 12SciPynamed in 1 of 5 answersone answer
- 13Databricksnamed in 1 of 5 answersone answer
- 14Google BigQuerynamed in 1 of 5 answersone answer
- 15Rnamed in 1 of 5 answersone answer
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The full measurement
- The position each of the 5 engines gave all 15 names.
- How many of the 5 answers named each of them.
- 31 sampled observations behind this ranking, and where the engines disagree.
- Fan-out — the query each engine actually searched.
- Every citation, and the sources nobody cited.