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TIBCO Data Science Reviews

Vendor: TIBCO
3.8 out of 5
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What is TIBCO Data Science?

TIBCO Spotfire Data Science is an enterprise big data analytics platform that can help your organization become a digital leader. The collaborative user-interface allows data scientists, data engineers, and business users to work together on data science projects. These cross-functional teams can build machine learning workflows in an intuitive web interface with a minimum of code, while still leveraging the power of big data platforms.

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TIBCO Data Science is the #26 ranked solution in top Data Science Platforms. PeerSpot users give TIBCO Data Science an average rating of 7.6 out of 10. TIBCO Data Science is most commonly compared to Databricks: TIBCO Data Science vs Databricks. TIBCO Data Science is popular among the small business segment, accounting for 51% of users researching this solution on PeerSpot. The top industry researching this solution are professionals from a comms service provider, accounting for 20% of all views.
Buyer's Guide
Data Science Platforms
March 2026
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TIBCO Data Science mindshare

As of March 2026, the mindshare of TIBCO Data Science in the Data Science Platforms category stands at 1.5%, up from 0.6% compared to the previous year, according to calculations based on PeerSpot user engagement data.
Data Science Platforms Mindshare Distribution
ProductMindshare (%)
TIBCO Data Science1.5%
Databricks9.3%
KNIME Business Hub6.8%
Other82.4%
Data Science Platforms
 
 
Key learnings from peers

Valuable Features

Key aspects praised are automated email group setups sending daily reports, allowing efficient information dissemination. The ability to drill down into reports provides detailed data analysis at various levels, including indirect costs and resources. Users appreciate the ease of setting up visualizations, which enhances data comprehension. Performance is also highlighted as a significant advantage.
  • "In general, I would say that this is a good tool and I recommend it."
  • "The most valuable feature is the ease of setting up visualizations."
  • "We like the way we can drill down into each report to get back data on each project, and from the portfolio level I can see what is happening on it, including indirect costs hitting each CIO portfolio and actual resources in terms of time as well as cost."

Room for Improvement

TIBCO Data Science's installation process could be streamlined by consolidating multiple components into a single file. Enhanced templates, particularly for sectors like mining, are needed to expedite report creation. The interface should be more intuitive, especially for filtering, and support easier database connections. Latency issues arise with big data from Data Lake, and scripting options require refinement. Users face challenges with table crossing on Spotfire, indicating a need for greater user-friendliness.
  • "The scripting for customization could be improved."
  • "At this point, there are other tools that I would recommend before using Spotfire."
  • "Whenever the client or someone was opening the report it would take around 15 to 20 minutes to open the first time."

Service and Support

Technical support for TIBCO Data Science is generally satisfactory. Users typically attempt to solve issues independently before reaching out. When needed, they log tickets through the support site, often receiving links to existing resolutions. In cases requiring more assistance, WebEx sessions are arranged for remote support. Coordination can be challenging due to time zone differences. Although technical support is praised, community support is noted to be less robust compared to Tableau, with older issues remaining unresolved.

Deployment

Users found TIBCO Data Science's initial setup to be both complex and straightforward. Some achieved easier implementation, while others faced challenges connecting data to Spotfire, needing to join tables and deal with performance issues that required caching solutions. Deployment took about 15 days for some, due to the necessity of additional scripting to display specific columns properly. Despite these challenges, some found the basic setup manageable.

Scalability

TIBCO Data Science offers easy scalability across different versions, allowing for smooth transitions. Clients find setup on different nodes manageable. While the platform can expand, it requires effort, and scalability might not match competitors like Tableau. Clients considering increased usage weigh options between TIBCO Data Science and more user-friendly platforms. User numbers vary by organization, and scalability experiences depend on organizational size. Some clients are more comfortable with other platforms for expansion needs.

Stability

TIBCO Data Science is considered stable by users, though some experience inconsistencies. Bugs are typically unrelated to Spotfire itself. Database credential changes can cause issues if not communicated effectively. Comparatively, its stability is seen as inferior to Tableau. Data refresh from a database has been slow in the past, but performance with Excel sheets is fast. On a general note, users find it to be stable.
These insights are based on the in-depth reviews provided by peers to help you make a better buying decision.
Download our Data Science Platforms Buyer's Guide for additional reliable information.

Top industries

By visitors reading reviews
Comms Service Provider
20%
Manufacturing Company
14%
Performing Arts
8%
Construction Company
8%
Transportation Company
8%
Financial Services Firm
6%
Computer Software Company
6%
Media Company
4%
Educational Organization
4%
Energy/Utilities Company
4%
Marketing Services Firm
4%
Non Profit
4%
Wholesaler/Distributor
2%
Government
2%
Insurance Company
2%
Logistics Company
2%
Outsourcing Company
2%
Consumer Goods Company
2%

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Learn more about TIBCO Data Science

TIBCO Data Science was previously known as Alpine Data Chorus .

TIBCO Data Science customers

Havas Media, Tipping Point Community, eviCore

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TIBCO Data Science Reviews Summary
Author infoRatingReview Summary
Tibco Spotfire Expert (contractor via Amaris) at GSK4.0As a solution provider, I find TIBCO Spotfire performs excellently for client reporting, with straightforward setup. Though customization scripting could improve and scalability is complicated, it's a stable, recommended tool I rate 8/10.
Marketed Product Safety Services at a healthcare company with 10,001+ employees3.5I find Spotfire easy for visualizations, but the interface needs improvement, especially for filtering. Connecting databases is difficult. I'm still evaluating it and would currently recommend other tools.
Portfolio Manager, AI & ML at a healthcare company with 10,001+ employees3.5I value its drill-down reporting and cost insights. Yet, the solution struggles with big data performance, requires extensive tweaking, and has weak community support, making advanced use complex despite its lower cost.
Executive: Enterprise Integration Solutions at OneConnect Solutions4.0I use TIBCO Spotfire for fraud detection, valuing its automated reporting and scalability. While installation is complex and more templates are needed, it's user-friendly and better than competitors. I rate it 8/10.