Data Discovery and Visualization Platforms
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Spotfire® is a data visualization platform that utilizes predictive analytics. In addition to data viz, it includes data wrangling capabilities, predictive analytics, location analytics, and real-time streaming analytics. Spotfire® is a business unit of Cloud Software Group, formerly…
GoodData is a cloud-based data and analytics platform, bringing AI-fueled data-driven decision-making to organisations across the globe. With a platform that leverages the potential of automation and AI, GoodData empowers its customers to make data analytics available to end users…
IBM Cognos is a full-featured business intelligence suite by IBM, designed for larger deployments. It comprises Query Studio, Reporting Studio, Analysis Studio and Event Studio, and Cognos Administration along with tools for Microsoft Office integration, full-text search, and dashboards.…
Qlik Sense® is a self-service BI platform for data discovery and visualization. It supports a full range of analytics use cases—data governance, pixel-perfect reporting, and collaboration. Its Associative Engine indexes and connects relationships between data points for creating…
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BizNet Excel Suite is a document management software offering from BizNet Software. It includes features such as a business reporting and analytics platform and provides real-time access to your business data from Microsoft Excel.
Sisense for Cloud Data Teams (formerly Periscope Data) is a data visualization tool that allows users to connect to their SQL databases to create sharable, interactive dashboards. In addition to SQL, its analytics integrate with R and Python, allowing users to prep datasets, perform…
SAS Visual Analytics provides a complete platform for analytics visualization, enabling users to identify patterns and relationships in data that weren't initially evident. Interactive, self-service BI and reporting capabilities are combined with out-of-the-box advanced analytics…
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Power BI for Office 365 allowed users to model and analyze data, and query large datasets with complex natural language queries. It has been discontinued in favor of other editions of Power BI going forward.
Tableau Public is a free edition of the Desktop product. With this edition, data can only be published to the Tableau public website and does not allow work to be saved or exported locally.
Roambi was a cloud-based solution designed specifically for mobile data consumers, used to create touch-based data visualizations. It was acquired by SAP in 2016 for the SAP Analytics portfolio, and has since been discontinued as a standalone product.
OpenText Magellan Analytics Suite leverages a comprehensive set of data analytics software to identify patterns, relationships and trends through data visualizations and interactive dashboards.
IBM BigInsights is an analytics and data visualization tool leveraging hadoop.
BrightGauge is a BI tool from ConnectWise that puts essential information in one place, providing visibility for more informed decisions. The user can customize BrightGauge dashboards and sync other business tools in its BI dashboard software for ultimate visibility. Users can also…
Datameer helps businesses clean up, combine, and organize data to make sense of it and use it for reports and machine learning.
Wolfram's flagship product Mathematica is a modern technical computing application featuring a flexible symbolic coding language and a wide array of graphing and data visualization capabilities.
Mode, or Mode Analytics, from ThoughtSpot since the June 2023 acquisition, is a business intelligence platform that unifies company analytics by bringing data teams and business teams together, so analysts can provide rapid answers to strategic, ad hoc questions. And, business stakeholder…
Clear Analytics is a business intelligence solution that enables non technical end users to perform analytics by leveraging existing knowledge of Excel coupled with a built in query builder. Some key features include: Dynamic Data Refresh, Data Share and In-Excel Collaboration.
Databox, headquartered in Cambridge, offers Databox Designer, an application allowing enterprise level users to track and share KPIs from key applications, touting a no code setup and an API and query tools for integration with custom data sources and data searches.
erwin Data Modeler by Quest is a data modeling tool used to find, visualize, design, deploy and standardize high-quality enterprise data assets. It can discover and document any data from anywhere for consistency, clarity and artifact reuse across large-scale data integration, master…
Geckoboard enables users to create real time dashboards using data from over 80 cloud services. It integrates with other products such as: AWeber, Basecamp, Campaign Monitor and HubSpot.
Shiny allows users to create data visualization apps, and is designed to be easy to write with. These apps let users interact with data and analyses with R or Python.
IBM SPSS Modeler is a visual data science and machine learning (ML) solution designed to help enterprises accelerate time to value by speeding up operational tasks for data scientists. Organizations can use it for data preparation and discovery, predictive analytics, model management…
Conga Grid is a productivity tool within Salesforce that allows users to view, sort, and manage data batches from a single screen. It helps users to find and manage the information and insights needed with fewer clicks and less screen switching. Conga Grid helps its users to save…
Jet Reports is a business intelligence software now offered by insightsoftware, inc since the company's 2019 acquisition of Jet Global Data Technologies.
XLCubed optimises Excel for data-connected reporting and analytics, and provides a governed web and mobile sharing model. It connects Excel directly to corporate data and adds a wide range of reporting, visualisation and analytical capabilities. Designed so that users can leverage…
Active Query Builder is a component for business applications which helps users without any SQL experience to work with SQL queries and get data fast. Users can get a clear view of database schema and design SQL queries with natural point-and-click actions rather than tedious typing.…
Kibana allows users to visualize Elasticsearch data and navigate the Elastic Stack so you can do anything from tracking query load to understanding the way requests flow through your apps.
Rational BI provides analytics, data science and business intelligence in an analytical platform that connects to databases, data files and cloud drives including AWS and Azure data sources, enabling users to explore and visualize data. Users can build real-time notebook-style reports…
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What are Data Visualization Tools?
Data visualization tools like Tableau, QlikView and Tibco Spotfire are designed for data analysts and technically-oriented business users. The focus of these tools is primarily ad-hoc analysis of multiple data sources by business users and analysts. These tools provide data analysts with an intuitive way to more easily visualize large volumes of data to graphically expose patterns and outliers hidden in the data.
Data visualization tools replace the traditional rows and columns of traditional data presentations with graphical pictures and charts. This view is ideal for early-stage analysis on data that can’t be interpreted by looking at the raw data, usually because the datasets are too big. Data visualization tools allow users to identify patterns visually before conducting more rigorous analysis.
These tools have been very successful, largely because of the low cost of implementation and because they do not require IT support. Ease of use is another key feature encouraging adoption. Visualization tools allow end users with some comfort level in data analysis to access multiple different data sources and display the results in visually compelling ways. They also attempt to minimize the amount of prior analytics knowledge the end-user needs to surface basic insights and business intelligence.
Data Discovery & Data Visualization
Data visualization capabilities are often found alongside data discovery capabilities. However, more specialized tools have also emerged to serve each distinct use case. Data discovery tools focus more on centralizing data accessibility across disparate sources. In contrast, visualization tools focus on the actual graphical analysis of said data. Business Intelligence platforms that emphasize self-serviceability unify the entire pipeline for organization-wide visibility into data and actionable business intelligence.
Free & Open Source Data Visualization Tools
There are a range of free, freemium, or open source data visualization tools. Many of the leading data visualization products, such as Tableau or Microsoft Power BI, have free versions for personal use. These can be helpful for individual power users that are not as concerned with data privacy or broader organizational use. However, Most organizations will need to pay for licenses, or take on more maintenance costs in the case of open source tools, in order to leverage a given tool across the business.
Data Visualization Features & Capabilities
- Pre-built visualization formats (heatmaps, scatter plots, etc.)
- Location analytics / geographic visualization
- Predictive analytics
- Support for machine-learning models
- Pattern recognition and data mining
- Integration with R or other statistical packages
Data Visualization Tools Comparison
When comparing different data visualization tools, consider these factors:
- Automated Insights: Many data visualization vendors advertise some kind of AI capabilities, but the effectiveness of these features will vary. Consider whether each tool will automatically surface insights based on the data being analyzed and make intelligent recommendations, as well as whether it can generate visualizations based on natural language queries.
- Point Visualization Tool vs. BI Platform: Is the business’s specific need for a tool to easily and quickly visualize data for reporting, dashboarding, and presentations? Or is there a need for more advanced business intelligence and insights? A point solution is likely ideal for the first use case, while a broader BI platform may better serve the second situation.
- Native Data Integrations: Does each product have prebuilt pipelines from your commonly-used data sources? This will greatly reduce the costs of implementation and maintenance over time if so.
- Freemium Options: Do you need a visualization tool for personal or individual use, or is the product for the broader organization as well? In the former case, consider free or freemium versions of products that can save costs for individual users.
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Pricing Information
Data visualization pricing is usually per seat, per month. Vendors will also offer different tiers of pricing that unlock more advanced integrations with data sources, white glove support, and other features more valuable for larger organizations. On the other end, some products also offer free or freemium versions for individual users.