Page 6 | Best Data Analysis Software of 2025

Keen

Keen Decision Systems

Keen is defining the future of marketing mix as the only system to deliver both historical measurement and predictive, prescriptive planning that continually optimize marketers’ spend choices across all channels, tied to financial impact. Begin making data-driven decisions quickly and add new data as you go. Keen’s marketing elasticity engine estimates help you consider all channels, even those you’ve not tried before. Then run scenarios to build a plan that balances your financial goals and risks. When you think about marketing metrics you probably think of marketing mix, multi-touch attribution and other ways to measure past performance. But how will you decide your next best opportunity, especially if it’s in a channel you’re not using? Or when uncertainty is high, like say, in a pandemic? Keen’s SaaS platform helps you accurately predict future performance across all channels so you can make smarter decisions about how to drive growth.

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NVivo

Lumivero

NVivo helps you discover more from your qualitative and mixed methods data. Uncover richer insights and produce clearly articulated, defensible findings backed by rigorous evidence. Work more efficiently, conduct deeper analysis from more sources, and defend your findings with NVivo. NVivo features best-in-class capability options for all researchers, so you can ask more of your data. Evaluate and communicate program, community and policy impact with clear evidence. Identify ways to evaluate and increase the impact of not-for-profit programs and initiatives. Analyze population health to influence policies, practices, treatments, and education.

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Amazon QuickSight

Amazon

Amazon QuickSight allows everyone in your organization to understand your data by asking questions in natural language, exploring through interactive dashboards, or automatically looking for patterns and outliers powered by machine learning. QuickSight powers millions of dashboard views weekly for customers such as the NFL, Expedia, Volvo, Thomson Reuters, Best Western and Comcast, allowing their end-users to make better data-driven decisions. Ask conversational questions of your data and use Q’s ML-powered engine to receive relevant visualizations without the time-consuming data preparation from authors and admins. Discover hidden insights from your data, perform accurate forecasting and what-if analysis, or add easy-to-understand natural language narratives to dashboards by leveraging AWS' expertise in machine learning. Easily embed interactive visualizations and dashboards, sophisticated dashboard authoring, or natural language query capabilities in your applications.

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Trendalyze

Decisions can't wait. Compress machine learning projects from months to minutes. Like Google, our AI search engine brings you insights instantly. Inaccuracy costs money. Patterns reveal what KPIs and averages miss. TRND uncovers the patterns that provide the early warning signs missing from the KPIs. Empower the decision maker. Trends are most relevant to decision-makers who want to know whether a threat or an opportunity is bubbling up. In the digital economy knowledge is money. TRND enables creation of sharable pattern libraries that facilitate fast learning and deployment for business improvement. If you can't monitor all, you monetize none. TRND doesn't just find needles in haystacks; it constantly monitors all needles for relevant information. If you can't afford it, you can't do it. It used to be that scale broke the bank. Our search-based approach makes micro monitoring at scale affordable.

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Brainbase

Brainbase Assist helps companies manage any licensing, partnership or sponsorship agreement from end-to-end in a single platform. - Get insights by tracking important metrics like total sales, royalties, rights availability, upcoming events, notifications and more. - Compare progress across partners, products, categories, territories, distribution channels and detect issues before they become critical. - Create personalized, custom dashboards and generate reports with the metrics that are most important to you - Upload, view and track sales reports and royalty performance all in one place. - Eliminate human error with fully-automated sales and royalty calculations based on the contract terms.

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data studio for amazon

Mixshift

data studio backs up & reports amazon advertising data and performance. With our software you can easily connect to your seller and vendor central accounts, analyze the advertising performance of a merchant, and/or directly connect your data to your own BI software for reporting. use our simple sign-on process to easily connect to all your Amazon accounts. enter and manage the credentials of your Amazon seller and vendor central accounts to import all of your data to be maintained and stored for as long as you want. Account manager was built to facilitate agencies getting data for all their managed brands through one simple connection and software interface. Our platform will guide you through the process of adding brands and their credentials so you can quickly get your data and start reporting. See all your amazon data, for all of your advertising campaigns, for all brands .

Starting Price: $300 per month

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Placer.ai

Placer Labs

Unprecedented visibility into consumer foot-traffic. Compare your business performance with any local or distant competitor. Gain insight into + 13 M venues and places across the United States. Analyze footfall and customer behavior in any retail industry. Learn how many visitors by hour, day, and month. Know where customers are coming from and going to. Identify customer demographics, interests, and intent. Discover the most important areas generating true economic activity. Track customer churn and understand evolving consumer patterns. Understand how large events will impact business.

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Google Cloud Datalab

Google

An easy-to-use interactive tool for data exploration, analysis, visualization, and machine learning. Cloud Datalab is a powerful interactive tool created to explore, analyze, transform, and visualize data and build machine learning models on Google Cloud Platform. It runs on Compute Engine and connects to multiple cloud services easily so you can focus on your data science tasks. Cloud Datalab is built on Jupyter (formerly IPython), which boasts a thriving ecosystem of modules and a robust knowledge base. Cloud Datalab enables analysis of your data on BigQuery, AI Platform, Compute Engine, and Cloud Storage using Python, SQL, and JavaScript (for BigQuery user-defined functions). Whether you're analyzing megabytes or terabytes, Cloud Datalab has you covered. Query terabytes of data in BigQuery, run local analysis on sampled data, and run training jobs on terabytes of data in AI Platform seamlessly.

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Google Cloud Dataproc

Google

Dataproc makes open source data and analytics processing fast, easy, and more secure in the cloud. Build custom OSS clusters on custom machines faster. Whether you need extra memory for Presto or GPUs for Apache Spark machine learning, Dataproc can help accelerate your data and analytics processing by spinning up a purpose-built cluster in 90 seconds. Easy and affordable cluster management. With autoscaling, idle cluster deletion, per-second pricing, and more, Dataproc can help reduce the total cost of ownership of OSS so you can focus your time and resources elsewhere. Security built in by default. Encryption by default helps ensure no piece of data is unprotected. With JobsAPI and Component Gateway, you can define permissions for Cloud IAM clusters, without having to set up networking or gateway nodes.

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DATPROF

Test Data Management solutions like data masking, synthetic data generation, data subsetting, data discovery, database virtualization, data automation are our core business. We see and understand the struggles of software development teams with test data. Personally Identifiable Information? Too large environments? Long waiting times for a test data refresh? We envision to solve these issues: - Obfuscating, generating or masking databases and flat files; - Extracting or filtering specific data content with data subsetting; - Discovering, profiling and analysing solutions for understanding your test data, - Automating, integrating and orchestrating test data provisioning into your CI/CD pipelines and - Cloning, snapshotting and timetraveling throug your test data with database virtualization. We improve and innovate our test data software with the latest technologies every single day to support medium to large size organizations in their Test Data Management.

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Count

Count is a fully collaborative and reactive data whiteboard. It brings together all the flexibility and creativity of a whiteboard, with the power of a SQL IDE, and the reactivity of BI notebooks. It makes it easy to break apart complex SQL queries and data models into interconnected cells to better understand the logic. Add sticky notes and visuals to help explain your work to stakeholders. Collaborate with other analysts or stakeholders as you build so you can get feedback faster. Turn any canvas into an interactive report or slideshow presentation.

Starting Price: $34 per editor per month

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Y42

Datos-Intelligence GmbH

Y42 is the first fully managed Modern DataOps Cloud. It is purpose-built to help companies easily design production-ready data pipelines on top of their Google BigQuery or Snowflake cloud data warehouse. Y42 provides native integration of best-of-breed open-source data tools, comprehensive data governance, and better collaboration for data teams. With Y42, organizations enjoy increased accessibility to data and can make data-driven decisions quickly and efficiently.

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AdvancedMiner

Algolytics Technologies

Algolytics provides software solutions and consulting services in the area of predictive analytics, risk management, data quality, social network analysis and advanced analysis of large data sets. Try one tool for data processing, analysis and modeling! The user-friendly workflow interface helps you explore all your data & more. Extracting and saving data from/to different database systems, files, and data transformations. Performing a wide range of operations on data, such as sampling, joining datasets, and dividing. AdvancedMiner offers limitless functionalities for advanced users that can be easily created and/or extended within the application. Support for SQL language (including analytical functions).

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Visplore

Visplore is a plug-and-play software solution for rapid advanced analytics of process and asset data. Easy-to-use visualization and automated analytics provide process and maintenance engineers with answers for data-driven decision-making. Increase the speed and value of data analytics by 10x – 100x and master the digital transformation with your subject-matter experts. Highlights: - Work with millions of data records without delay (zooming etc.). - Select, cleanse, label and export data interactively - Connect with Python, R, Matlab, CSV, databases and OSISoft PI to get started in 1 minute.

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Mozart Data

Mozart Data is the all-in-one modern data platform that makes it easy to consolidate, organize, and analyze data. Start making data-driven decisions by setting up a modern data stack in an hour - no engineering required.

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Conversionomics

Set up all the automated connections you want, no per connection charges. Set up all the automated connections you want, no per-connection charges. Set up and scale your cloud data warehouse and processing operations – no tech expertise required. Improvise and ask the hard questions of your data – you’ve prepared it all with Conversionomics. It’s your data and you can do what you want with it – really. Conversionomics writes complex SQL for you to combine source data, lookups, and table relationships. Use preset Joins and common SQL or write your own SQL to customize your query and automate any action you could possibly want. Conversionomics is an efficient data aggregation tool that offers a simple user interface that makes it easy to quickly build data API sources. From those sources, you’ll be able to create impressive and interactive dashboards and reports using our templates or your favorite data visualization tools.

Starting Price: $250 per month

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IRI Voracity

IRI, The CoSort Company

Voracity is the only high-performance, all-in-one data management platform accelerating AND consolidating the key activities of data discovery, integration, migration, governance, and analytics. Voracity helps you control your data in every stage of the lifecycle, and extract maximum value from it. Only in Voracity can you: 1) CLASSIFY, profile and diagram enterprise data sources 2) Speed or LEAVE legacy sort and ETL tools 3) MIGRATE data to modernize and WRANGLE data to analyze 4) FIND PII everywhere and consistently MASK it for referential integrity 5) Score re-ID risk and ANONYMIZE quasi-identifiers 6) Create and manage DB subsets or intelligently synthesize TEST data 7) Package, protect and provision BIG data 8) Validate, scrub, enrich and unify data to improve its QUALITY 9) Manage metadata and MASTER data. Use Voracity to comply with data privacy laws, de-muck and govern the data lake, improve the reliability of your analytics, and create safe, smart test data

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Hyper Anna

AI-powered data insights meets interactive storytelling in real-time. Not another manual, clunky, outdated dashboard or Q&A interface. Anna works like a human, automating analysis and the discovery of insights, Anna saves you time and gives you the power to find breakthrough moments hidden deep in your data. Hyper Anna’s AI-powered insights synthesize millions of data points in seconds to give your team a heads up on important changes as they happen, what has shifted, when, why this occurred and by how much. Hyper Anna automates the work of writing SQL, creating visualizations, writing headlines and even setting up alerts and scheduled reports. Hyper Anna gives your team clear insights and a shared canvas to communicate and resolve issues, and unlock new opportunities and potential. Hyper Anna integrates with any ODBC compatible database. With minimal data prep, securely connect to your database or upload flat files.

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HyperSense

Subex

HyperSense platform is an augmented analytics, cloud-native, and SaaS-based platform that helps enterprises make faster, better decisions by leveraging Artificial Intelligence (AI) across the data value chain. It easily aggregates data from disparate sources, turns data into insights by building, interpreting, and tuning AI models, and shares their findings across the organization. HyperSense is a one-stop solution that helps telecom enterprises accelerate business decision-making, leveraging self-serve AI. It offers a no-code, easy-to-use, quick-to-set-up environment, empowering business users, domain experts, and data scientists to build and operate AI models across the organization.

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Promethium

Promethium helps data and analytics teams work smarter so they can stay ahead of growing data volumes and business needs. Simply connecting to a data warehouse or data lake to get access to raw data is not enough. Datasets require a lot of hard work from data teams! Data Teams aren't growing as fast as data volumes or business demand for data. Promethium helps overloaded data teams work smarter so they can deliver faster. Rely less on ETL, with access data on demand where it lives. Moving less data saves time and money. With Promethium one person can do in minutes what typically takes a team months using 6 or more tools. With a few clicks and without writing code, connect and catalog data sources and create and query cross-source datasets. Less custom code and ETL. Validate data is correct in real-time, not after months of work and ETL. Instantly share work so that it is reused, instead of recreated.

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Miuros

Miuros turns your data into actionable insights with AI-powered analytics, quality assurance and automation. For international & scaling customer service teams. You have a goldmine of customer service data, and we’ll help you mine it. Miuros’ Intelligence Suite empowers you to find quick answers to complex questions, build better customer experiences and supercharge efficiency. Flexible dashboards that allow managers to make fairer data-driven decisions autonomously. A quality assurance solution that puts an emphasis on giving agents the opportunity to grow and improve. An AI-based assistant for mature customer service teams that harnesses machine learning to automate repetitive tasks. Our customer service data suite integrates with Zendesk, Freshdesk, Salesforce Service Cloud, Help Scout and many more, to give you full visibility over your customer service operations. We’ll set up your customer service data suite for you, there's no need to involve your IT team.

Starting Price: €20 per month

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IBM Watson IoT

IBM

The Internet of Things (IoT) is the billions of physical devices around the world that are now connected to the internet, all collecting and sharing data. By combining IoT data with IBM Cloud® technologies, businesses can extract valuable insights to improve virtually every aspect of their operations and enable innovative, new business models. Start with your device and connect it with an IBM Cloud recipe. Connect to the IBM Cloud using open, lightweight MQTT or HTTP. Manage connected devices so your apps can access live and historical data. Use highly-secure APIs to connect your apps with data from your devices. Create analytic apps in the IBM Cloud, another cloud or your own servers. Connect, collect and start processing IoT data quickly and easily with the IBM Watson IoT® Platform. Take advantage of the analytics service for visualization and AI-driven analytics in the cloud.

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IBM Analytics for Apache Spark

IBM

IBM Analytics for Apache Spark is a flexible and integrated Spark service that empowers data science professionals to ask bigger, tougher questions, and deliver business value faster. It’s an easy-to-use, always-on managed service with no long-term commitment or risk, so you can begin exploring right away. Access the power of Apache Spark with no lock-in, backed by IBM’s open-source commitment and decades of enterprise experience. A managed Spark service with Notebooks as a connector means coding and analytics are easier and faster, so you can spend more of your time on delivery and innovation. A managed Apache Spark services gives you easy access to the power of built-in machine learning libraries without the headaches, time and risk associated with managing a Sparkcluster independently.

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ReliaSoft

Hottinger Brüel & Kjær (HBK)

ReliaSoft software provides a powerful range of reliability software solutions to facilitate a comprehensive set of reliability engineering modeling and analysis techniques. We are the leading reliability solution provider for product test, design, maintenance strategy and optimization. Our products support a wide range of reliability and maintainability analysis techniques, such as life data analysis, accelerated life testing, system modelling and RAM analysis, reliability growth, FRACAS, FMEA and RCM analysis to meet and improve reliability of your products, processes and optimize maintenance planning.

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SAS Analytics Pro

SAS

An easy-to-use, yet powerful package for accessing, manipulating, analyzing and presenting information, now available for cloud and on-site deployment. Why piece together niche software packages from different vendors? A consolidated portfolio that includes three of our most popular products, Base SAS, SAS/STAT and SAS/GRAPH, reduces the cost of licensing, maintenance, training, and support while ensuring that consistent information is available across your enterprise. SAS statistical procedures are constantly being updated to reflect the latest advances in statistical methodology. And technical support is provided by experienced master's- and doctorate-level statisticians who deliver a level of service and knowledge not often found with other software vendors. SAS has more than four decades of experience developing statistical analysis software that organizations around the world rely on to provide accurate answers to data questions.

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Hex

Hex brings together the best of notebooks, BI, and docs into a seamless, collaborative UI. Hex is a modern Data Workspace. It makes it easy to connect to data, analyze it in collaborative SQL and Python-powered notebooks, and share work as interactive data apps and stories. Your default landing page in Hex is the Projects page. You can quickly find projects you created, as well as those shared with you and your workspace. The outline provides an easy-to-browse overview of all the cells in a project's Logic View. Every cell in the outline lists the variables it defines, and cells that return a displayed output (chart cells, Input Parameters, markdown cells, etc.) display a preview of that output. You can click any cell in the outline to automatically jump to that position in the logic.

Starting Price: $24 per user per month

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Mona

Gain complete visibility into the performance of your data, models, and processes with the most flexible monitoring solution. Automatically surface and resolve performance issues within your AI/ML or intelligent automation processes to avoid negative impacts on both your business and customers. Learning how your data, models, and processes perform in the real world is critical to continuously improving your processes. Monitoring is the ‘eyes and ears' needed to observe your data and workflows to tell you if they’re performing well. Mona exhaustively analyzes your data to provide actionable insights based on advanced anomaly detection mechanisms, to alert you before your business KPIs are hurt. Take stock of any part of your production workflows and business processes, including models, pipelines, and business outcomes. Whatever datatype you work with, whether you have a batch or streaming real-time processes, and for the specific way in which you want to measure your performance.

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VertiPaq Analyzer

SQLBI

VertiPaq Analyzer is useful to analyze VertiPaq storage structures for a data model in Power BI and Analysis Services Tabular. Added measures for segments and partitions: pageable, resident, refresh date, last access. Analysis Services provides many Dynamic Management Views (DMV) to collect information about memory used by a data model. For example, DISCOVER_OBJECT_MEMORY_USAGE is a DMV that provides information about all the objects in memory. You can use such a DMV also to monitor a Multidimensional instance of Analysis Services. Kasper de Jonge created a sample model (BISM Memory Report) that organizes this data in a hierarchical way, making it easy to find the most expensive databases, tables, and columns on a server. If you want to analyze a particular database, you probably want to look at more detailed information, which are available in other DMVs.

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Sphinx iQ3

Le Sphinx

Sphinx iQ 3 is the intuitive and efficient multi-channel survey solution to support you at every stage of your projects: from the design of your questionnaires to the analysis of results and their communication. Combining quantitative and qualitative approaches to data visualization, Sphinx iQ 3 makes your data speak to obtain a vision of results that is as synthetic as it is rich and precise. Sphinx iQ 3, is the innovative solution to get the most out of your studies and guide your decisions. Individualize your invitation messages. Develop your tailor-made forms (design, number of questions per page, types of questions, thank you message, etc.). Ask the right question to the right contact by scripting your form with conditional questions and referrals. Distribute dynamic and interactive questionnaires with a display adapted to different media, computers, tablets, smartphones, etc. for a better user experience (responsive design).

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Constellation

Isogent

Connect your organization’s data sources with customized reporting and workflows enabling you to see the bigger picture through the single easy to use solution, Constellation. Constellation connects your organization’s data to you, so that you can make smarter, more informed decisions. Constellation gives you the information you need to drive decisions that make and save your organization money. -Project Tracker -QuickTags -ShowRoom -Aging AR by Salesperson & Store -Sales by Salesperson & Store -Lien Waiver Report -Consolidated Financial Report -Sales by Location for Multiple DBs -WIP Report -Store Level Financials -Month End Sales Report -Rolling 12 Report -Statement of Cash Flow Tracking Report -Missed ETA Report

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Best Data Analysis Software - Page 6

Compare the Top Data Analysis Software as of November 2025 - Page 6