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Top Rated Big Data Software with Data visualization

Last updated: May 2026

Why is data visualization important for big data software?

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

Data visualization enables users to interpret complex datasets by transforming raw data into clear and interactive charts, graphs, and dashboards. It helps identify patterns, trends, and insights, facilitating better decision-making and communication. Our reviewers in big data software rated this feature as highly important.

What do verified reviews highlight about key features of big data software?

  • Statistical Analysis: Reviewers highlight the ease of performing diverse statistical analyses, including regression, ANOVA, and predictive modeling, with intuitive interfaces and robust accuracy. 90% of reviewers rated this feature as important or highly important.
  • High Volume Processing: Users value the ability to handle large datasets efficiently, ensuring quick and reliable processing for massive volumes of data without compromising performance. 89% of reviewers rated this feature as important or highly important.
  • Reporting/Analytics: Reviewers appreciate comprehensive tools for generating detailed reports and performing in-depth analyses, aiding in informed decision-making with customizable, interactive features. 88% of reviewers rated this feature as important or highly important.
  • Data Connectors: Users note the extensive range of pre-built connectors available, facilitating easy integration with various data sources for efficient data retrieval and preparation. 88% of reviewers rated this feature as important or highly important.
  • Data Discovery: Reviewers emphasize the capability to uncover patterns, trends, and insights within datasets, aiding in better understanding and improved business processes. 87% of reviewers rated this feature as important or highly important.
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149 software options

SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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API Server logo

Build enterprise-ready REST APIs from any database

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CData's API Server can be used to build REST APIs from any database including SQL Server, MySQL, DB2, Mongo, and others. API Server users can create fully-documented, discoverable APIs using existing enterprise data. This solution provides configuration options for database / data source connection plus authentication and permissions for increased security. It allows users to publish APIs locally or in the cloud. API Server can integrate with Microsoft Power BI and other popular systems.

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Grepsr logo

Managed data acquisition, perfected at scale.

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Grepsr is a powerful Big Data service. We offer efficient and customizable data extraction, automation, and analysis solutions for businesses dealing with large datasets. With our user-friendly interface and robust functionality, Grepsr enables organizations to streamline data collection.

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Alteryx Designer logo

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

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Google Cloud logo

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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Forestpin Analytics logo

Cloud-based financial risk management solution

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Forestpin Analytics is a data analytics platform designed to help businesses mitigate operational risk and gain actionable insights from their data. The solution leverages outlier detection and machine learning algorithms to highlight hidden patterns and anomalies within the data.

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MongoDB logo

Database management and application development software

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AI demands adaptability. MongoDB offers flexible, scalable, AI-ready data solutions, eliminating friction and accelerating innovation.

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Phocas logo

Business intelligence, financial reporting & sales analytics

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Phocas provides big data analytics to uncover trends, patterns, correlations or other useful insights that lead to tangible results.

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Hermix logo

Win public contracts with AI

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Hermix helps companies win public contracts, with tender monitoring, analysis, and market intelligence based on AI

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Amazon EC2 logo

Amazon Elastic Compute Cloud

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Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides resizable compute capacity in the cloud. It is designed to facilitate web-scale computing for developers.

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Tugger logo

Ask your business data anything. No code. No faff.

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Tugger is the AI-powered data platform that connects Simpro, Xero, HubSpot, QuickBooks, and more to a secure managed warehouse. Ask your data anything in plain English using Claude, ChatGPT, or Gemini - or build Power BI and Tableau dashboards. No coding. No setup headaches. Just answers.

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Peakboard logo

The low-code platform for industrial applications.

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Peakboard's low-code platform simplifies digitalization in production and logistics. It assists in process monitoring and system management. Gathering data from various sources like SAP, machine controls, and Excel, it offers real-time evaluation and display for more operational excellence.

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Lobster Data World logo

Connecting People & Data for a Better Future.

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Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
The Lobster Data Platform, Data Network and a growing portfolio of plug-and-play Lobster Data Products build our Lobster Data World.

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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Snowflake logo

Cloud data platform for tech professionals and businesses

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Snowflake is a cloud data platform that can enable critical data workloads and secure collaboration. This solution can be used to run data across multiple regions for a single, unified experience across a business ecosystem. Using a multi-cluster shared data architecture, Snowflake provides access to the same data without affecting business performance. The platform can scale to any volume of data and number of users.

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Crashlytics logo

Crash reporting solution for iOS and Android developers

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Mobile developers have no visibility into how their apps perform in customers’ hands. Until now. Crashlytics is an elegant tool to a big data problem. Most powerful, yet lightest weight crash reporting solution, we find the needle in haystack, even the exact line of code that your app crashed on.

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Neural Designer logo

Code-Free Data Science and Machine Learning Platform

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Neural Designer is a user-friendly app for data science and machine learning.

It allows you to build AI-powered applications without coding or building block diagrams.

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Gathr logo

Power AI with complete data context

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Gathr.ai powers AI with complete data context for higher quality intelligence.

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4MDG logo

Master data management software

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4MDG is a master data management software designed to help medium and large companies unite robotic process automation, big data, and workflows to make data better.

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Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

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Sumo Logic is a log management and data analytics software that creates information based on data feeds. It assesses server, application and website performances by creating graphs and charts. It creates alerts when data reaches certain levels which in turn notify of potential threats/downtime.

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Numerik logo

Data-driven sales mastery at your fingertips

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Numerik harnesses big data to provide sales teams with deep, actionable insights. Our platform processes vast datasets, turning them into valuable intelligence for strategic decision-making.

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Wolfram Mathematica logo

Simulation solution for technical computing.

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Wolfram Mathematica is a simulation solution that offers a variety of functions including natural language input, real-world data capabilities, high-powered computation, and more. The platform provides various features such as machine learning, data science, and visualization. Its intuitive interface, predictive suggestions, and rich document organization make it incredibly user-friendly.

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SCALUE logo

Business performance management software

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SCALUE is a business-performance management software that helps procurement teams gain real-time insight into total spending to discover hidden costs and inefficiencies across business processes. Administrators can categorize unstructured procurement data and monitor key performance indicators (KPIs).

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AWS for Data logo

Analytics and database management solutions from AWS

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AWS for Data includes analytics, data center, and database management solutions that help businesses extract insights from data faster, combine and replicate data across multiple data stores, manage infrastructure for data lakes, and implement machine learning and predictive analytics.

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Open Automation Software logo

Industrial Internet of Things (IoT) solution

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Open Automation Software is an open-architecture industrial Internet of Things (IoT) solution that helps businesses connect any data source to Web, NET, databases, and other open data format destinations or applications. It provides several developer tools, APIs and SDKs, allowing administrators to build and customize integrations, tag configurations and data feeds.

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