The 28 Best Data Analysis Software Tools for 2020

The 28 Best Data Analysis Software Tools for 2020

Solutions Review’s listing of the best data analysis software is an annual sneak peak of the top tools included in our Buyer’s Guide for Business Intelligence Platforms and companion Buyer’s Matrix Report. Information was gathered via online materials and reports, conversations with vendor representatives, and examinations of product demonstrations and free trials.

The editors at Solutions Review have developed this resource to assist buyers in search of the best data analysis software tools to fit then needs of their organization. Choosing the right vendor and solution can be a complicated process — one that requires in-depth research and often comes down to more than just the solution and its technical capabilities. To make your search a little easier, we’ve profiled the best data analysis software tools providers all in one place. We’ve also included platform and product line names and introductory software tutorials straight from the source so you can see each solution in action.

Note: Companies are listed in alphabetical order.

Alteryx

Platform: Alteryx Platform

Related products: Alteryx Designer, Alteryx Server, Alteryx Connect, Alteryx Promote

Description: Alteryx is a self-service data analytics software company that specializes in data preparation and data blending. Alteryx Analytics allows users to organize, clean, and analyze data in a repeatable workflow. Business analysts find this tool particularly useful for connecting to and cleansing data from data warehouses, cloud applications, spreadsheets and other sources. The platform features tools to run a variety of analytic jobs (predictive, statistical, spatial) inside a single interface.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

AnswerRocket

Platform: AnswerRocket

Description: AnswerRocket offers a search-powered data analytics platform designed for business users. The product enables you to ask business questions in natural language, and no technical skills are needed to run reports or generate analysis. AnswerRocket features a combination of AI and machine learning, as well as advanced analytic functionality. The platform can also automate manual tasks and answer ad hoc questions quickly. AnswerRocket is mobile-friendly and includes native voice recognition.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Arcadia Data

Platform: Arcadia Enterprise

Related products: Arcadia Instant

Description: AnswerRocket offers a search-powered data analytics platform designed for business users. The product enables you to ask business questions in natural language, and no technical skills are needed to run reports or generate analysis. AnswerRocket features a combination of AI and machine learning, as well as advanced analytic functionality. The platform can also automate manual tasks and answer ad hoc questions quickly. AnswerRocket is mobile-friendly and includes native voice recognition.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Birst

Platform: Networked BI

Description: Birst offers a cloud-based analytics solution that connects an organization using a network of interwoven virtualized BI instances. The provider’s flagship product is its Networked BI platform. The tool features an adaptive user experience, multi-tenant cloud architecture, user data tier, and a completely virtualized data ecosystem. These capabilities enable use of BI across multiple regions, product lines, departments, and customers. Customers most commonly use the product for BI provisioning, and because it is cloud-based, decentralized analytics as well.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

BOARD

Platform: BOARD

Related products: BOARD Cloud

Description: BOARD combines business intelligence, performance management, and predictive analytics into one platform. As a result, any change to data, data models, security profiles or business rules is immediately propagated to every application. The solution provides all the tools required to create and update databases, data presentations, analyses, and process models. The company also offers BOARD Cloud, a SaaS version of the platform, backed by Microsoft Azure.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Chartio

Platform: Chartio

Description: Chartio is a cloud-based data discovery platform that lets you create charts and interactive dashboards. The product features a proprietary, visual version of SQL that enables any user to explore, transform and visualize data via a flexible drag-and-drop interface. There is no need to build data models in advance. Chartio includes a set of pre-built connections to data sources like Amazon Redshift, Google BigQuery and Snowflake, while also enabling direct access to CSVs and Google Sheets.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Domo

Domo

Platform: Domo

Related products: Domo Everywhere, Domo integration Cloud

Description: Domo is a cloud-based executive management platform that enables organizations to see key data in real-time from across the enterprise in one place and on any device. The company offers prepackaged dashboard content and functionality for filtering and sorting data visually in Domo Analyzer. Domo Everywhere enables users to embed interactive Domo cards in portals, on web properties and inside applications.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Hitachi Vantara

Hitachi Vantara

Platform: Pentaho Platform

Related products: Lumada Data Services, Pentaho Data Integration

Description: Hitachi’s Pentaho analytics platform allows organizations to access and blend all types and sizes of data. The product offers a range of capabilities for big data integration and data preparation. The Pentaho platform is purpose-built for embedding into and integrating with applications, portals, and processes. Organizations can embed a range of analytics, including visualizations, reports, ad hoc analysis, and tailored dashboards. It also extends to third-party charts, graphs and visualizations via an open API for a wider selection of embeddable analytics.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

IBM

Platform: Cognos Analytics

Related products: IBM Watson Analytics, IBM Watson Studio, IBM Hybrid Data Management

Description: IBM offers an expansive range of BI and analytic capabilities under two distinct product lines. The Cognos Analytics platform is an integrated self-service solution that allows users to access data to create dashboards and reports. IBM Watson Analytics offers a machine learning-enabled user experience that includes automated pattern detection, support for natural language query and generation, and embedded advanced analytics capabilities. IBM’s BI software can be deployed both on-prem or as a hosted solution via the IBM Cloud.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

ibi

ibi 100 by 50

Platform: WebFOCUS

Related products: WebFOCUS Designer, Omni-Gen data management

Description: The WebFOCUS platform features self-service analytics and data discovery, a visual discovery insight mode, predictive capabilities, and more. WebFOCUS can deploy secure applications to millions of users, and governance enables metadata-driven delivery across an organization. The platform also extends beyond dashboards for executives and analysts by operationalizing data and analytics for line-of-business users. Information Builders offers a complete portfolio of big data tools, from integration all the way to advanced analytics and data management.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Looker

Looker

Platform: Looker

Related products: Powered by Looker

Description: Looker offers a BI and data analytics platform that is built on LookML, the company’s proprietary modeling language. The product’s application for web analytics touts filtering and drilling capabilities, enabling users to dig into row-level details at will. Embedded analytics in Powered by Looker utilizes modern databases and an agile modeling layer that allows users to define data and control access. Organizations can use Looker’s full RESTful API or the schedule feature to deliver reports by email or webhook.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Microsoft

Platform: Power BI

Related products: Power BI Desktop, Power BI Report Server

Description: Microsoft is  a major players in enterprise BI and analytics. The company’s flagship platform, Power BI, is cloud-based and delivered on the Azure Cloud. On-prem capabilities also exist for individual users or when power users are authoring complex data mashups using in-house data sources. Power BI is unique because it enables users to do data preparation, data discovery, and dashboards with the same design tool. The platform integrates with Excel and Office 365, and has a very active user community that extends the tool’s capabilities.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

MicroStrategy

MicroStrategy

Platform: MicroStrategy 2019

Description: MicroStrategy merges self-service data preparation and visual data discovery in an enterprise BI and analytics platform. MicroStrategy provides out-of-the-box gateways and native drivers that connect to any enterprise resource, including databases, mobile device management (MDM) systems, enterprise directories, cloud applications and physical access control systems. Its embedded analytics tool allows MicroStrategy to be embedded in other web pages and applications such as portals, CRM tools, chatbots and even voice assistants like Alexa.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Oracle

Platform: Oracle Analytics Cloud

Related products: Oracle Data Visualization Desktop

Description: Oracle offers a broad range of BI and analytics tools that can be deployed on-prem or in the Oracle Cloud. The company provides traditional BI capabilities inside its Business Intelligence 12c solution. Oracle Data Visualization provides more advanced features, and allows users to automatically visualize data as drag-and-drop attributes, charts, and graphs. The tool also enables users to save snapshots of an analytical moment-in-time via story points.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Pyramid Analytics

Platform: The Analytics OS (Pyramid v2020)

Description: Pyramid Analytics offers data and analytics tool through its flagship platform, Pyramid v2020. The solution touts a server-based, multi-user analytics OS environment that provides self-service capabilities. Pyramid v2020 features a platform-agnostic architecture that allows users to manage data across any environment, regardless of technology. The tool enables those users to prepare, model, visualize, analyze, publish, and present data from web browsers and mobile devices.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Qlik

Qlik

Platform: Qlik Analytics Platform

Related products: QlikView, Qlik Sense

Description: Qlik offers a broad spectrum of BI and analytics tools, which is headlined by the company’s flagship offering, Qlik Sense. The solution enables organizations to combine all their data sources into a single view. The Qlik Analytics Platform allows users to develop, extend and embed visual analytics in existing applications and portals. Embedded functionality is done within a common governance and security framework. Users can build and embed Qlik as simple mashups or integrate within applications, information services or IoT platforms.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

RapidMiner

RapidMiner Logo

Platform: RapidMiner Studio

Related products: RapidMiner Server, RapidMiner Cloud, RapidMiner Real-Time Scoring, RapidMiner Radoop

Description: RapidMiner offers a data science platform that enables people of all skill levels across the enterprise to build and operate AI solutions. The product covers the full lifecycle of the AI production process, from data exploration and data preparation to model building, model deployment, and model operations. RapidMiner provides the depth that data scientists need, but simplifies AI for everyone else via a visual user interface that streamlines the process of building and understanding complex models.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Salesforce

Platform: Einstein Analytics Platform

Related products: Salesforce Einstein Discovery, Salesforce Einstein Data Insights

Description: The Salesforce Einstein Analytics platform is available in a number of flavors based on role, industry and included features. The product’s automated data discovery capabilities enable users to answer questions based on transparent and understandable AI models. Users can also tailor analytics to their use case and enhance insights with precise recommendations and specific guidance. Einstein lets you create advanced experiences using customizable templates, third-party apps, or custom-build dashboards as well.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

SAP

Platform: SAP Analytics Cloud

Related products: SAP BusinessObjects BI, SAP Crystal Solutions

Description: SAP offers a broad range of BI and analytics tools in both enterprise and business-user driven editions. The company’s flagship BI portfolio is delivered via on-prem (BusinessObjects Enterprise), and cloud (BusinessObjects Cloud) deployments atop the SAP HANA Cloud. SAP also offers a suite of traditional BI capabilities for dashboards and reporting. The vendor’s data discovery tools are housed in the BusinessObjects solution, while additional functionality, including self-service visualization, are available through the SAP Lumira tool set.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

SAS

Platform: SAS Visual Analytics

Related products: SAS Viya, SAS Visual Data Mining and Machine Learning

Description: SAS Visual Analytics, is available on-prem or in the cloud. Visual Analytics allows users to visually explore data to automatically highlight key relationships, outliers, and clusters. Users can also take advantage of advanced visualizations and guided analysis through autocharting. SAS has made its name as a result of advanced analytics, as the tool can ingest data from diverse data sources and handle complex models. In addition to BI, SAS offers data management, IoT, personal data protection, and Hadoop tools.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Sisense

Sisense

Platform: Sisense

Description: Sisense makes it easy for organizations to reveal business insight from complex data in any size or format. The product allows users to combine data and uncover insights in a single interface without scripting, coding or assistance from IT. Sisense is sold as a single-stack solution with a back end for preparing and modeling data. It also features expansive analytical capabilities, and a front-end for dashboarding and visualization. Sisense is most appropriate for organizations that want to analyze large amounts of data from multiple sources.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Tableau Software

Platform: Tableau Desktop

Related products: Tableau Prep, Tableau Server, Tableau Online, Tableau Data Management

Description: Tableau offers an expansive visual BI and analytics platform, and is widely regarded as the major player in the marketplace. The company’s analytic software portfolio is available through three main channels: Tableau Desktop, Tableau Server, and Tableau Online. Tableau connects to hundreds of data sources and is available on-prem or in the cloud. The vendor also offers embedded analytics capabilities, and users can visualize and share data with Tableau Public.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

TARGIT

Platform: TARGIT Decision Suite (Decision Suite 2019)

Description: TARGIT offers a modern BI and analytics platform that includes built-in data integration capabilities. The solution runs securely on-prem, in the cloud or in a hosted environment. TARGIT Decision Suite supports all major relational and multidimensional database technologies. The provider’s 2019 platform refresh includes an entirely new design experience, fully integrated reporting, super intelligent documents, and new mobile apps. TARGIT has also upgraded to the tool’s installer to improve the entire upgrade and installation process.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Tellius

Platform: Tellius

Description: Tellius offers a search and AI-powered data analytics platform. The product features a proprietary Genius AI Engine that is designed to allow business users ask questions about their data. Tellius has natural language processing that interacts with users in plain language and creates narratives alongside data visualizations as well. The tool can also provide personalized recommendations by anticipating needs and automatically offering related insights and suggestions. Tellius is built on the Apache Spark distributed architecture.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

ThoughtSpot

Platform: ThoughtSpot

Description: ThoughtSpot is heavily influenced by artificial intelligence and automation. While it may seem complex, ease of use is a strength of the product. It features a full-stack architecture and intuitive insight generation capabilities via the in-memory calculation engine. A distributed cluster manager provides customizable scaling options, and support for existing ETL solutions ensures proper connectivity to desired data sources. ThoughtSpot Embrace allows you to run search and AI analytics directly in existing databases, and supports Google Cloud Storage.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

TIBCO Software

Platform: TIBCO Spotfire

Related products: TIBCO Jaspersoft, TIBCO Data Science

Description: TIBCO’s product capabilities are expansive, and range from data integration and API management to visual analytics, reporting, and data science. The company’s BI and analytics portfolio comes in two main iterations: TIBCO Spotfire and TIBCO Jaspersoft. TIBCO Spotfire is the company’s more modern platform. It features interactive visualization, data preparation, enterprise-class governance, and advanced analytic capabilities. TIBCO Jaspersoft supports traditional reporting and embedded BI functionality.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Yellowfin BI

Platform: Yellowfin Suite

Description: Yellowfin is an Australia-based BI and analytics company that specializes in dashboards and data visualization. Its platform features a machine learning algorithm called Assisted Insights that provides automatic answers in the form of easy-to-understand best practice visualizations and narratives. Yellowfin comes pre-built with a variety of dashboards, and users can embed interactive reports into third-party platforms, such as a web page, wiki, or company intranet. The company also offers native apps for mobile devices.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

Zoho

Zoho

Platform: Zoho Analytics

Description: Zoho Analytics is a self-service BI and data analytics tool that lets you incorporate data from a wide range of sources, blend it together, and create cross-functional reports and dashboards. The product features a drag-and-drop designer, as well as different visualization tools to drill down to specifics. A “smart” assistant called Zia can answer questions in the form of reports and KPI widgets via AI, machine learning and natural language processing. Users can share and publish reports and smart data alerts ping you when outliers or anomalies happen.

Learn more and compare products with the Solutions Review Buyer’s Guide for Analytics and Business Intelligence Platforms.

To compare the best business intelligence software, consult our Buyer’s Matrix Report.

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Timothy King

Senior Editor at Solutions Review
Timothy is Solutions Review's Senior Editor. He is a recognized thought leader and influencer in enterprise BI and data analytics. Timothy has been named a top global business journalist by Richtopia. Scoop? First initial, last name at solutionsreview dot com.
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