What are the best data and analytics software tools?
Data & Analytics SoftwareNamed in 5 of 6 answers
#9
39.2
Rank by surface
Google AI Overviews#9
Claude#11
Gemini#11
Microsoft Copilot#15
Google AI Mode#16
Brand profile
An open-source, distributed processing system used for big data workloads, enabling fast analytics, machine learning, and stream processing.
3 questions · 2 categories · As of Nov 12, 2026
| Categories | Category rank | Questions | Score |
|---|---|---|---|
| Technology & Computing | #37of 68 | 1 | 13.9 |
| Data & Analytics Software | #78of 323 | 2 | 43.2 |
Brands named in the same answers as Apache Spark in the last four weeks, counted in answers.
Sites the answers naming this brand cited in the last four weeks. Counts are citing answers.
| Rank | Source | Citing answers |
|---|---|---|
| 1 | skyvia.com | 3 |
| 2 | capterra.com | 2 |
| 3 | domo.com | 2 |
| 4 | geekflare.com | 2 |
| 5 | google.com | 2 |
| 6 | julius.ai | 2 |
| 7 | selecthub.com | 2 |
| 8 | softwareadvice.com | 2 |
| 9 | thoughtspot.com | 2 |
| 10 | toolradar.com | 2 |
For the brand's best questions: of each surface's 1 answers, how many named it.
| Questions | ||||||
|---|---|---|---|---|---|---|
| 1What are the best data and analytics software tools? | 1 | 0 | 1 | 1 | 1 | 1 |
| 2Which open-source projects are the most influential? | 0 | 0 | 1 | 0 | 1 | 0 |
| 3Which data analytics tools offer the best value for money? | 0 | 0 | 0 | 0 | 0 | 1 |
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