[Home](https://www.selecthub.com/) \> [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) \> [Data Visualization Tools](https://www.selecthub.com/c/data-visualization-tools/) \> Spotfire Categories: * [Data Visualization Tools](https://www.selecthub.com/c/data-visualization-tools/) * [Big Data Analytics Tools](https://www.selecthub.com/c/big-data-analytics-tools/) * [Business Analytics Tools](https://www.selecthub.com/c/business-analytics-tools/) * [Business Intelligence Tools](https://www.selecthub.com/c/business-intelligence-tools/) * [Enterprise Reporting Software](https://www.selecthub.com/c/enterprise-reporting-system/) * [...](#) ## What Is Spotfire? **Industry Specialties:** Serves all industries Spotfire is a data analysis and dashboarding tool with strong statistical and data science capabilities. According to our JumpStart Platform, Spotfire provides 83% of the functional requirements for a big data analytics tool. Spotfire connects to big data ecosystems ([Apache Spark](https://www.selecthub.com/p/business-intelligence-tools/apache-spark/), Cloudera Hive), BI platforms (Oracle, [SAP HANA](https://www.selecthub.com/p/big-data-analytics-tools/sap-hana/)), [Salesforce CRM](https://www.selecthub.com/p/crm-software/salesforce/), OneDrive, Amazon S3) and deep learning platforms, such as Keras and TensorFlow. The platform works with [Shopify](https://www.selecthub.com/p/ecommerce-platforms/shopify/), [Magento](https://www.selecthub.com/p/ecommerce-platforms/magento/), [Slack](https://www.selecthub.com/p/collaboration-software-tools/slack/) and [Microsoft Teams](https://www.selecthub.com/p/video-conferencing-software/microsoft-teams/). Dashboards are customizable and interactive. Automation services help create and deliver reports on schedule. Spotfire works on Windows and via workarounds on other OS. Organizations across the board find Spotfire helpful, be it pharma companies or oil and gas suppliers. Manufacturing and supply chain businesses also opt for it on account of its functions and formulas. Techniques like regression and what-if analysis support predictions. Reporting on inventory levels can help you anticipate and plan when to place the next order. With a data tool, you expect to have data management built in, and Spotfire does an excellent job. It enables cleaning data from the user interface — inline data cleansing — and flags anomalies. I find that geomapping is sometimes an afterthought in BI tools. Spotfire scores with excellent location analytics and companies with field machinery find it helpful. Plan maintenance by keeping tabs on machine performance and aging trends using Spotfire dashboards. Spotfire's robust calculations are due to TIBCO's runtime engine. Report templates are available, and you can create your own. Its Automation Services help manage routine reporting. Users praise Spotfire for its connections with an active community that contributes additional connectors. They appreciate its visualizations and the freedom to customize data displays. The vendor provides exceptional support for mobile insights. The latest edition, Spotfire X, has NLQ-powered searches, AI recommendations and model-based processing. A 30-day trial with 250 GB of storage is available. Pricing starts at $0.99 monthly. **Our Research Process for Spotfire** For this review, I relied on our in-house data, compiled from in-depth market research, RFIs, user sentiment, vendor outreach and product documentation. Additionally, video demos and user reviews on Gartner, Capterra, G2 and Reddit were invaluable in forming an informed perspective on Spotfire. PRICE $ $ $ $ $ COMPANY SIZE S M L DEPLOYMENT PLATFORM [ Try Before You Buy. Request a Free Demo Today! Request Demo It's completely free! ](https://pmo.selecthub.com/get-product-demo/?category=Data+Visualization+Tools&product%5Fname=Spotfire&origin%5Furl=https%3A%2F%2Fwww.selecthub.com%2Fp%2Fdata-visualization-tools%2Fspotfire%2F&product%5Flogo=https%3A%2F%2Fcdn.selecthub.com%2Fproducts%2Fcd0cbcc668fe4bc58e0af3cc7e0a653d-87a0c205da0ba5c4f1df07ea520af2bc%2Fresources%2Fnormal%2Flogo.png%3F1723575768) [Contributors](#view-contributors) ![Ritinder Kaur]() Written by Ritinder Kaur Senior Technical Content Writer [ Read Bio](https://www.selecthub.com/author/ritinder-kaur/) ![Dianna Dragonetti]() Edited by Dianna Dragonetti Content Editor [ Read Bio](https://www.selecthub.com/author/dianna-dragonetti/) User Sentiment i ![User satisfaction level icon: great]() Based on 1783 reviews: Add your rating: ![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() Product Screenshots and Videos ## #4 Spotfire is ranked #4 in the Data Visualization Tools product directory based on the latest available data collected by SelectHub. Compare the leaders with our In-Depth Report. [ Get the Report Now](https://pmo.selecthub.com/request-custom-scorecard?category%5Fslug=data-visualization-tools&product%5Fslug=spotfire&slug=spotfire&product%5Fname=Spotfire&category=Data+Visualization+Tools&origin%5Furl=https%3A%2F%2Fwww.selecthub.com%2Fp%2Fdata-visualization-tools%2Fspotfire%2F) ## Spotfire Pricing Based on our most recent analysis, Spotfire pricing starts in the range of $10 - $100. [Get Price Quote](https://pmo.selecthub.com/get-product-pricing/?category=Data+Visualization+Tools&product%5Fname=Spotfire&origin%5Furl=https%3A%2F%2Fwww.selecthub.com%2Fp%2Fdata-visualization-tools%2Fspotfire%2F&product%5Flogo=https%3A%2F%2Fcdn.selecthub.com%2Fproducts%2Fcd0cbcc668fe4bc58e0af3cc7e0a653d-87a0c205da0ba5c4f1df07ea520af2bc%2Fresources%2Fnormal%2Flogo.png%3F1723575768&price=2) Price $ $ $ $ $ i Starting From Custom Quote i Pricing Model Monthly, Quote-Based Free Trial 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Spotfire&category=Data+Visualization+Tools&product%5Flogo=https://cdn.selecthub.com/products/cd0cbcc668fe4bc58e0af3cc7e0a653d-87a0c205da0ba5c4f1df07ea520af2bc/resources/normal/logo.png?1723575768)) ## Training Resources Spotfire is supported with the following types of training: Documentation In Person Live Online Videos Webinars ## Support The following support services are available for Spotfire: Email Phone Chat FAQ Forum Help Desk Knowledge Base Tickets Training 24/7 Live Support ## Spotfire Benefits and Insights Why use Spotfire? ### Key differentiators & advantages of Spotfire * **Make Informed Decisions:** Ensure you don't miss any data when performing analysis. Spotfire connects to over 50 sources out of the box and provides many more, thanks to its active community. When a connector isn't available, you can rely on TIBCO’s data virtualization capabilities. Users appreciate its expertise in capturing streaming data, which many data tools have yet to catch up with. Our analysts awarded it top honors for source connectivity. * **Gain Accurate Insight:** Make decisions with confidence, knowing you have quality data in your corner. Organize data using metadata management and build workflows in a dedicated wizard. Or use freeform SQL query building with autocomplete. Spotfire scores a perfect 100 in our analyst rankings for seamless data preparation and management. It’s mainly due to inline data correction, which not many platforms support. * **Visualize Insight:** Achieve your weekly, monthly and yearly goals. Put your data to work with interactive dashboards and visualizations that come alive thanks to animations. Get suggestions on how datasets relate and visualizations that fit your analysis. And don't worry about it going stale — you can set it up to refresh on cue. Our analysts give Spotfire the top award for dashboarding and visualization. * **Add Location Data:** If your data includes location coordinates, Spotfire can directly plot these points on a map. If it contains city, state, or country names, Spotfire can convert them into locations on the map. Geographic searches, functions and calculations are available. Our analysts give Spotfire a 100 for its mapping features. * **Stay Mobile:** Spotfire wins our analyst recommendation for responsive mobile insights on iOS and Android. You can favorite views and search for them later and swipe left and right between pages on your phone. Share your findings via email, SMS or other communication channels. Map visualizations are available on mobile — Spotfire will show you relevant data based on your location. QR code scanning is available. Spotfire gets a 100 score in our assessment. * **Automate Reports:** Its automation services earn Spotfire another perfect 100 for reporting. Report scheduling and alerts are no longer optional; every organization that wants its teams to own their tasks wants automation. And Spotfire wins hands down with another perfect 100 in our analysis. Readymade reports templates are available, and you can build your own. Apply filters, drill down or perform calculations with ease. Report exports are possible in standard file formats, such as PDF, Excel and CSV. * **Stay Competitive:** Spotfire supports cohort analysis and decision trees. ML algorithms can extract features from text data for model training. Built for data science, it has capabilities for neural networks and deep learning. Spotfire gets 99 in our machine learning rankings. ### Industry Expertise Many companies across the globe use Spotfire. Banks, oil companies and factories use its dashboards to track metrics. It helps supply chain companies keep tabs on deliveries. Healthcare and medical research firms use it for research. ## Spotfire Reviews Based on our most recent analysis, Spotfire reviews indicate a 'great' User Satisfaction Rating of 86% based on 1783 user reviews from 4 recognized software review sites. ![User satisfaction level icon: great]() 1783 reviews 86% of users would recommend this product ### Synopsis of User Ratings and Reviews Based on an aggregate of Spotfire reviews taken from the sources above, the following pros & cons have been curated by a SelectHub Market Analyst. #### Pros * **Data Visualization:** About 86% of reviewers were satisfied with the available options when designing dashboards. * **Support:** Around 74% of users praised vendor support for their timely response and helpful attitude. * **Integration:** Almost 72% of users were satisfied that it integrates with their preferred systems. * **Friendly Interface:** Around 68% of reviewers said the platform was easy to use. * **Functionality:** About 64% of users said it had a rich feature set. #### Cons * **Cost:** Around 96% of the user reviews said it the price was high and licensing complex. * **Adoption:** 90% of reviewers said there was a significant learning curve and users would need specialized knowledge of data science and statistics. #### Researcher's Summary: In online reviews, Spotfire emerges as a user-friendly big data platform. Most users found data exploration easy with a drag-and-drop interface. Some users said the UI was dated, though, and said it could use a revamp. Most users praised its interactive visualizations and dashboards, saying they helped them interpret data better. But, a few said they would love to have more visuals to choose from. [Keysight Technologies](https://www.spotfire.com/customers/keysight-technologies) saved their client a lot of headaches by pinpointing why their equipment was failing much before the expected date — prolonged usage beyond the prescribed duration. Quicker data loads with Spotfire meant fast reporting, which helped spot the issue in no time. A user mentioned they did the calculations in Excel and imported them into Spotfire for visualization. It’s a common scenario when a steep learning curve slows down adoption, and teams fall back on Excel. In my opinion, attempting to replace Excel would be asking too much of your teams, no matter what software you plan to use, and using a combination of the two would help ease the transition. Most users said Spotfire takes time to learn. You might have to opt for a balance of multiple platforms to balance your departmental and enterprise needs. Spotfire surpasses Excel in data management, especially data prep. Customizable visualizations and custom Mods give you enough freedom to work within the platform. Though 72% of reviewers were happy with the integrations, Spotfire lacks some standard connectors, such as for Apache Kafka, forcing users to rely on workarounds. A majority of users found its pricing structure complex, especially as users increased. In such cases, organizations often tend to opt for a cheaper alternative for less advanced use cases while using the pricier platform for the critical ones. We advise doing a deep dive into the vendor's pricing plans to avoid making your tech stack top-heavy. ## Key Features * **Spotfire Actions:** Decide what to do with and act instantly — no need to switch to your procurement application to pause new orders. This powerful feature allows you to run scripts within analytics workflows. You can also trigger actions in your external system through visualization. Spotfire can set up over 200 commercial connections and has 1800 community connectors. * **Mods:** Build reusable workflows and visualization components, much like apps in Power BI and Qlik Sense. They allow your users to tailor their analytical processes so they don’t have to start from scratch every time. Based on code, they run in a sandbox with limited access to system resources for security. Users can share them through the Spotfire library. Mods improve efficiency and collaboration. * **Batch Edits:** Make similar changes to multiple files in one go. Write custom scripts to call the Spotfire API that’ll make changes to the files. Update the IronPython version to the latest one or embed the Spotfire JQueryUI library instead of its references. * **Recurring Jobs:** Simplify event scheduling to better manage your time and tasks. Improve efficiency and deliver reports at the same time on the same day of the week or month. The latest Spotfire version allows you to set recurring automation jobs to occur every X hours, days, weeks or months. * **Web Player REST API:** Share insight with clients and partners without them needing to sign up for a paid Spotfire account. Engage them via data visualizations on the web browser, thanks to Spotfire Web Player. Update analyses on the web with real-time data in the latest Spotfire version. * **Roles:** Invest wisely — opt for licenses that align with user roles. Choose Spotfire Analyst for data analysts, scientists and power users who need deep-dive analysis. Get the Business Author license for enterprise users, analysts and power users to create and consume insights without deep expertise. Choose consumer licenses for users who’ll interact with and consume data. They include the C-suite and non-technical users within the organization. * **Information Designer:** Prepare fully governed data sources for business users in a dedicated wizard. Set up their preferred data sources and define in advance how Spotfire will query and import data into storage. Specify which columns to load and which filters, joins and aggregations to apply. * **Audio and Image Processing:** Add user feedback from customer calls and videos. Interpret public sentiment about your product by analyzing social media pictures and videos. Spotfire enables writing code to extract text from audio and image files. You can then import the data into the platform for analysis. * **IoT Analytics:** Gain insight at lightning speed; build microservices and deploy them at the edge. With Spotfire, you can add IoT data to your regular data for the complete picture. ## Limitations Some of the product limitations include: * You cannot encrypt configuration files for Automation Services and Web Player Services on Linux. * Current automation jobs during a Spotfire Server restart show the status as IN\_PROGRESS when they aren't running. * It lacks a Kafka connector, forcing users to rely on workarounds. ## Compare to Other Leading Software These are the top products most often compared. Generating Scorecard... Compare to Spotfire You can choose 4 products to compare [ SAS Viya ](https://www.selecthub.com/p/data-analytics-software/sas-viya/) [ IBM Watson Studio ](https://www.selecthub.com/p//ibm-watson-studio/) [ Dataiku ](https://www.selecthub.com/p//dataiku/) [ H2O.ai ](https://www.selecthub.com/p//h2o-ai/) [ SAP Analytics Cloud ](https://www.selecthub.com/p/business-intelligence-tools/sap-analytics-cloud/) [ Oracle Analytics Cloud ](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) [ RapidMiner ](https://www.selecthub.com/p/data-analytics-software/rapidminer/) [ KNIME ](https://www.selecthub.com/p/business-intelligence-tools/knime/) [ Alteryx ](https://www.selecthub.com/p/big-data-analytics-tools/alteryx/) Generating Scorecard... Compare to Spotfire ## Head-to-Head Comparison ![Spotfire Software Tool]() vs * [9 Spokes](https://www.selecthub.com/data-visualization-tools/spotfire-vs-9-spokes/) * [ActiveReports](https://www.selecthub.com/data-visualization-tools/spotfire-vs-activereports/) * [BIRT](https://www.selecthub.com/data-visualization-tools/spotfire-vs-birt/) * [Cloudera Data Visualization](https://www.selecthub.com/data-visualization-tools/spotfire-vs-cloudera-data-visualization/) * [Displayr](https://www.selecthub.com/data-visualization-tools/spotfire-vs-displayr/) * [freeboard](https://www.selecthub.com/data-visualization-tools/spotfire-vs-freeboard/) * [Geckoboard](https://www.selecthub.com/data-visualization-tools/spotfire-vs-geckoboard/) * [Grow](https://www.selecthub.com/data-visualization-tools/spotfire-vs-grow-dashboard/) * [i2 Analyst's Notebook](https://www.selecthub.com/data-visualization-tools/spotfire-vs-i2-analyst-s-notebook/) * [Infogram](https://www.selecthub.com/data-visualization-tools/infogram-vs-spotfire/) * [INSIA](https://www.selecthub.com/data-visualization-tools/spotfire-vs-insia/) * [Juice Analytics](https://www.selecthub.com/data-visualization-tools/spotfire-vs-juicebox/) * [Looker Studio](https://www.selecthub.com/data-visualization-tools/looker-studio-vs-spotfire/) * [OriginPro](https://www.selecthub.com/data-visualization-tools/spotfire-vs-originpro/) * [Powermetrics](https://www.selecthub.com/data-visualization-tools/spotfire-vs-powermetrics/) * [ReportPortal](https://www.selecthub.com/data-visualization-tools/spotfire-vs-reportportal/) * [SAS Visual Analytics](https://www.selecthub.com/data-visualization-tools/spotfire-vs-sas-visual-analytics/) * [SigmaPlot](https://www.selecthub.com/data-visualization-tools/spotfire-vs-sigmaplot/) * [Tableau Public](https://www.selecthub.com/data-visualization-tools/tableau-public-vs-spotfire/) * [WebFOCUS](https://www.selecthub.com/data-visualization-tools/spotfire-vs-webfocus/) * [Whatagraph](https://www.selecthub.com/data-visualization-tools/spotfire-vs-whatagraph/) ## Awards SelectHub research analysts have evaluated Spotfire and concluded it earns best-in-class honors for Geospatial Visualizations and Analysis, Mobile Capabilities and Reporting. ![Geospatial Visualizations and Analysis Award]() ![Mobile Capabilities Award]() ![Reporting Award]() ## Relevant Articles [ Spotfire vs Qlikview vs BusinessObjects](https://www.selecthub.com/business-intelligence/qlikview-vs-businessobjects-vs-spotfire/) [ Spotfire vs Tableau](https://www.selecthub.com/business-intelligence-tools/spotfire-vs-tableau/) [ Best Business Analytics Tools](https://www.selecthub.com/business-analytics/7-cutting-edge-business-analytics-tools/) [ Best Retail Analytics Software Tools](https://www.selecthub.com/business-analytics/top-analytical-tools-retail/) [ Best Cloud Analytics](https://www.selecthub.com/business-intelligence/selecting-best-cloud-analytics-platform/) ## Similar Products Here are the most similar products to Spotfire. [ Powermetrics ](https://www.selecthub.com/p/data-visualization-tools/powermetrics/) [ Juice Analytics ](https://www.selecthub.com/p/data-visualization-tools/juicebox/) [ 9 Spokes ](https://www.selecthub.com/p/data-visualization-tools/9-spokes/) [ Grow ](https://www.selecthub.com/p/data-visualization-tools/grow-dashboard/) [ OriginPro ](https://www.selecthub.com/p/data-visualization-tools/originpro/) [ Geckoboard ](https://www.selecthub.com/p/data-visualization-tools/geckoboard/) [ freeboard ](https://www.selecthub.com/p/data-visualization-tools/freeboard/) [ Infogram ](https://www.selecthub.com/p/data-visualization-tools/infogram/) [ ReportPortal ](https://www.selecthub.com/p/data-visualization-tools/reportportal/) [ ActiveReports ](https://www.selecthub.com/p/data-visualization-tools/activereports/) ## About the Contributors The following expert team members are responsible for creating, reviewing, and fact checking the accuracy of this content. [ ](https://www.selecthub.com/author/ritinder-kaur/) Written by [Ritinder Kaur](https://www.selecthub.com/author/ritinder-kaur/) Senior Technical Content Writer Ritinder Kaur is a Senior Technical Content Writer at SelectHub and has ten years of experience writing about B2B software and quality assurance. She has a Masters degree in English language and literature and writes about Business Intelligence and Data Science. Her articles on software testing have been published on Stickyminds. [See Full Bio](https://www.selecthub.com/author/ritinder-kaur/) [ ](https://www.selecthub.com/author/dianna-dragonetti/) Edited by [Dianna Dragonetti](https://www.selecthub.com/author/dianna-dragonetti/) Content Editor As an editor, Dianna Dragonetti leads a team of five writers in writing about a variety of software, with an emphasis on how these tools empower businesses. Categories include accounting, learning management systems, content management systems, supply chain management, and electronic data interchange. [See Full Bio](https://www.selecthub.com/author/dianna-dragonetti/) Your review has been submitted and should be visible within 24 hours. Review Title Pros Cons Overall feedback Your name Your job title Industry [ Choose your main industry](javascript:void%28%29) * [Accounting / CPA](javascript:void%28%29) * [Advertising](javascript:void%28%29) * [Aerospace & Defense](javascript:void%28%29) * [Agriculture](javascript:void%28%29) * [Apparel](javascript:void%28%29) * [Architecture](javascript:void%28%29) * [Auto Dealership](javascript:void%28%29) * [Automotive](javascript:void%28%29) * [Banking & Financial Services](javascript:void%28%29) * [Banking & Mortgage](javascript:void%28%29) * [Chemicals](javascript:void%28%29) * [Construction & Engineering](javascript:void%28%29) * [Construction / Contracting](javascript:void%28%29) * [Consulting](javascript:void%28%29) * [Consumer Products](javascript:void%28%29) * [Distribution](javascript:void%28%29) * [E-commerce](javascript:void%28%29) * [Education](javascript:void%28%29) * [Electronics](javascript:void%28%29) * [Energy & Utilities](javascript:void%28%29) * [Federal Government](javascript:void%28%29) * [Field Maintenance](javascript:void%28%29) * [Food & Beverage](javascript:void%28%29) * [Healthcare / Social Services](javascript:void%28%29) * [Hospitality / Gaming / Travel](javascript:void%28%29) * [Human Resources](javascript:void%28%29) * [Industrial Machinery](javascript:void%28%29) * [Information Technology & High Tech](javascript:void%28%29) * [Insurance](javascript:void%28%29) * [Legal](javascript:void%28%29) * [Maintenance / Field Service](javascript:void%28%29) * [Manufacturing](javascript:void%28%29) * [Marketing Services](javascript:void%28%29) * [Media & Communications / Entertainment](javascript:void%28%29) * [Mill Products](javascript:void%28%29) * [Mining / Metals](javascript:void%28%29) * [Mortgage](javascript:void%28%29) * [Non-Profit](javascript:void%28%29) * [Not Available](javascript:void%28%29) * [Oil & Gas](javascript:void%28%29) * [Other](javascript:void%28%29) * [Other Services](javascript:void%28%29) * [Payroll Provider](javascript:void%28%29) * [Pharmaceuticals](javascript:void%28%29) * [Professional Employer Organization](javascript:void%28%29) * [Professional Services](javascript:void%28%29) * [Property Management](javascript:void%28%29) * [Public Sector](javascript:void%28%29) * [Real Estate](javascript:void%28%29) * [Recruiting Agency](javascript:void%28%29) * [Religious Institutions](javascript:void%28%29) * [Retail](javascript:void%28%29) * [Sales & Marketing](javascript:void%28%29) * [Semiconductors](javascript:void%28%29) * [Software / IT](javascript:void%28%29) * [Sports and Recreation](javascript:void%28%29) * [Staffing Agency](javascript:void%28%29) * [State & Local Government](javascript:void%28%29) * [Telecommunications](javascript:void%28%29) * [Third-Party Administrator](javascript:void%28%29) * [Transportation & Logistics](javascript:void%28%29) * [Wholesale Distribution](javascript:void%28%29) Company Size [ Choose your company size](javascript:void%28%29) * [1 employee](javascript:void%28%29) * [2 to 9 employees](javascript:void%28%29) * [10 - 19 employees](javascript:void%28%29) * [20 - 49 employees](javascript:void%28%29) * [50 - 99 employees](javascript:void%28%29) * [100 - 499 employee](javascript:void%28%29) * [500 - 999 employees](javascript:void%28%29) * [1,000 - 2,499 employees](javascript:void%28%29) * [2,500 - 4,999 employees](javascript:void%28%29) * [5,000 - 9,999 employees](javascript:void%28%29) * [10,000 - 24,999 employees](javascript:void%28%29) * [25,000 - 49,999 employees](javascript:void%28%29) * [50,000 + employees](javascript:void%28%29) ```json { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://www.selecthub.com/" }, { "@type": "ListItem", "position": 2, "name": "Business Intelligence", "item": "https://www.selecthub.com/category/business-intelligence/" }, { "@type": "ListItem", "position": 3, "name": "Data Visualization Tools", "item": "https://www.selecthub.com/c/data-visualization-tools/" }, { "@type": "ListItem", "position": 4, "name": "Spotfire" } ] } { "@context": "http://schema.org", "@type": "SoftwareApplication", "name": "Spotfire", "description": "Spotfire is a data analysis and dashboarding tool with strong statistical and data science capabilities. According to our JumpStart Platform, Spotfire provides 83% of the functional requirements for a big data analytics tool.Spotfire connects to big data ecosystems (Apache Spark, Cloudera Hive), BI platforms (Oracle, SAP HANA), Salesforce CRM, OneDrive, Amazon S3) and deep learning platforms, such as Keras and TensorFlow. The platform works with Shopify, Magento, Slack and Microsoft Teams.Dashboards are customizable and interactive. Automation services help create and deliver reports on schedule. Spotfire works on Windows and via workarounds on other OS.Organizations across the board find Spotfire helpful, be it pharma companies or oil and gas suppliers. Manufacturing and supply chain businesses also opt for it on account of its functions and formulas. Techniques like regression and what-if analysis support predictions. Reporting on inventory levels can help you anticipate and plan when to place the next order.With a data tool, you expect to have data management built in, and Spotfire does an excellent job. It enables cleaning data from the user interface — inline data cleansing — and flags anomalies.I find that geomapping is sometimes an afterthought in BI tools. Spotfire scores with excellent location analytics and companies with field machinery find it helpful. Plan maintenance by keeping tabs on machine performance and aging trends using Spotfire dashboards.Spotfire's robust calculations are due to TIBCO's runtime engine. Report templates are available, and you can create your own. Its Automation Services help manage routine reporting.Users praise Spotfire for its connections with an active community that contributes additional connectors. They appreciate its visualizations and the freedom to customize data displays. The vendor provides exceptional support for mobile insights.The latest edition, Spotfire X, has NLQ-powered searches, AI recommendations and model-based processing. A 30-day trial with 250 GB of storage is available. Pricing starts at $0.99 monthly.Our Research Process for SpotfireFor this review, I relied on our in-house data, compiled from in-depth market research, RFIs, user sentiment, vendor outreach and product documentation. Additionally, video demos and user reviews on Gartner, Capterra, G2 and Reddit were invaluable in forming an informed perspective on Spotfire.", "review": { "@type": "Review","reviewRating": { "@type": "Rating", "ratingValue": 92, "bestRating": 100 }, "author": { "@type": "Person", "name": "Ritinder Kaur", "reviewBody": "In online reviews, Spotfire emerges as a user-friendly big data platform. Most users found data exploration easy with a drag-and-drop interface. Some users said the UI was dated, though, and said it could use a revamp. Most users praised its interactive visualizations and dashboards, saying they helped them interpret data better. But, a few said they would love to have more visuals to choose from. Keysight Technologies saved their client a lot of headaches by pinpointing why their equipment was failing much before the expected date — prolonged usage beyond the prescribed duration. Quicker data loads with Spotfire meant fast reporting, which helped spot the issue in no time.A user mentioned they did the calculations in Excel and imported them into Spotfire for visualization. It’s a common scenario when a steep learning curve slows down adoption, and teams fall back on Excel. In my opinion, attempting to replace Excel would be asking too much of your teams, no matter what software you plan to use, and using a combination of the two would help ease the transition.Most users said Spotfire takes time to learn. You might have to opt for a balance of multiple platforms to balance your departmental and enterprise needs. Spotfire surpasses Excel in data management, especially data prep. Customizable visualizations and custom Mods give you enough freedom to work within the platform.Though 72% of reviewers were happy with the integrations, Spotfire lacks some standard connectors, such as for Apache Kafka, forcing users to rely on workarounds.A majority of users found its pricing structure complex, especially as users increased. In such cases, organizations often tend to opt for a cheaper alternative for less advanced use cases while using the pricier platform for the critical ones. We advise doing a deep dive into the vendor's pricing plans to avoid making your tech stack top-heavy." } }, "image": "https://cdn.selecthub.com/products/cd0cbcc668fe4bc58e0af3cc7e0a653d-87a0c205da0ba5c4f1df07ea520af2bc/resources/normal/logo.png?1723575768", "aggregateRating": { "@type": "AggregateRating", "ratingValue": "86", "bestRating": "100", "worstRating": "1", "ratingCount": "1783" }, "positiveNotes": { "@type": "ItemList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Data Visualization: About 86% of reviewers were satisfied with the available options when designing dashboards." }, { "@type": "ListItem", "position": 2, "name": "Support: Around 74% of users praised vendor support for their timely response and helpful attitude." }, { "@type": "ListItem", "position": 3, "name": "Integration: Almost 72% of users were satisfied that it integrates with their preferred systems." } ] }, "negativeNotes": { "@type": "ItemList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Cost: Around 96% of the user reviews said it the price was high and licensing complex." }, { "@type": "ListItem", "position": 2, "name": "Adoption: 90% of reviewers said there was a significant learning curve and users would need specialized knowledge of data science and statistics." }, { "@type": "ListItem", "position": 3, "name": "" } ] }, "applicationCategory": "Data Visualization Tools" } ```