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| Tool | Cost | Key Strengths | Differences from Spotfire | |------|------|---------------|---------------------------| | | Free | Great for public data visualization | Data must be saved public; no advanced stats | | Power BI Desktop | Free (limited) | Microsoft ecosystem integration | Lacks in-database analytics | | Google Looker Studio | Free | Web-based, great for Google data | Less powerful for big data | | KNIME | Open source | Visual workflow for data science | No commercial support unless paid | | Apache Superset | Open source | Cloud-native dashboards | Steeper learning curve | | Orange | Open source | Python-based visual programming | Less enterprise-ready | Not only will you stay safe and legal,

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