---
description: Discover and compare Data Analysis Software Applications & Tools for Mac. Capterra is a free interactive tool that lets you quickly narrow down your software selection, contact multiple vendors, and compare platforms for your business.
image: https://gdm-localsites-assets-gfprod.imgix.net/images/capterra/og_logo-e5a8c001ed0bd1bb922639230fcea71a.png?auto=format%2Cenhance%2Ccompress
title: Data Analysis Software for Mac - Price comparison & Reviews - Capterra India 2026
---

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# Data Analysis Software

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> Data Analysis software is used to uncover relationships within existing data.

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## Products

1. [MyReport](https://www.capterra.in/software/183897/myreport-business-evolution) — 4.6/5 (19 reviews) — MyReport est une solution décisionnelle tout-en-un conçue pour les PME et ETI souhaitant reprendre le contrôle de leurs données.
2. [Altair SLC](https://www.capterra.in/software/190724/wps-analytics) — 3.9/5 (19 reviews) — Altair SLC (formerly WPS Analytics) is a powerful and versatile software platform for scalable data manipulation and analytics.
3. [Bayan](https://www.capterra.in/software/118574/bayan) — 5.0/5 (18 reviews) — Enterprise human resources management software covering all HR-related areas.
4. [Causal](https://www.capterra.in/software/217236/causal) — 4.8/5 (18 reviews) — Causal is the next generation business planning platform. Build complex models effortlessly and share them with interactive dashboards.
5. [DataStories](https://www.capterra.in/software/182212/datastories) — 4.6/5 (17 reviews) — A.I.-based augmented analytics and data discovery software for business experts and engineers.
6. [Treblle](https://www.capterra.in/software/1018235/treblle) — 4.5/5 (17 reviews) — Treblle allows you to analyze your APIs and infrastructure data in a visually representative manner through its custom dashboard.
7. [Oracle Analytics Cloud](https://www.capterra.in/software/170920/oracle-analytics-cloud) — 4.2/5 (16 reviews) — The Oracle Analytics platform is a complete analytics solution with embedded ML that delivers insights for all data to any role.
8. [Knowage](https://www.capterra.in/software/209297/big-data) — 4.0/5 (16 reviews) — KNOWAGE is the open source analytics and business intelligence suite.
9. [DigDash](https://www.capterra.in/software/217582/digdash) — 4.6/5 (15 reviews) — DigDash Enterprise : Business Intelligence Software, all-inclusive and custom-made solution for dataviz and analytics.
10. [Rulex](https://www.capterra.in/software/1014572/rulex) — 4.9/5 (15 reviews) — Rulex Platform is a people-centric decision intelligence platform creating tailored business solutions with accessible technology.
11. [TrendSpider](https://www.capterra.in/software/1038427/trendspider) — 4.4/5 (15 reviews) — TrendSpider is a software platform that provides real-time market data, automated tools, and advanced analysis for investors.
12. [SCALUE](https://www.capterra.in/software/210767/scalue) — 4.7/5 (14 reviews) — SCALUE offers a SaaS platform for procurement analytics. Transparency across the entire purchasing volume is created.
13. [Elastic Security](https://www.capterra.in/software/1016331/kibana) — 4.8/5 (14 reviews) — Unify SIEM, endpoint security, and cloud security Elastic Security modernizes security operations — enabling analytics across years of
14. [Blossom Sky](https://www.capterra.in/software/1023201/blossom-federated-ai-platform) — 4.7/5 (14 reviews) — Our Data AI Platform works between existing (and future) technologies and unites data silos into one AI Analytics platform.
15. [4MDG](https://www.capterra.in/software/1045823/4mdg) — 4.8/5 (14 reviews) — Master data management platform that helps businesses centralize, profile, and access data from multiple sources.
16. [Dataiku](https://www.capterra.in/software/142192/data-science-studio-dss) — 4.6/5 (13 reviews) — Dataiku connects people, technologies and processes to pave a fast, stable and sustainable path to enterprise AI.
17. [VirtlX](https://www.capterra.in/software/1026661/virtlx-reflect) — 4.8/5 (13 reviews) — Transform employee \& customer survey insights into actionable training with VirtlX, the AI-driven tool for business growth.
18. [Columns](https://www.capterra.in/software/1030927/columns) — 4.5/5 (13 reviews) — Automate your data cleaning, analysis and visualization to share insights freely.
19. [Cube Cloud](https://www.capterra.in/software/1052989/cube-cloud) — 4.5/5 (13 reviews) — Cube is the semantic layer that gives context to any data application while ensuring consistent, secure, and accessible data.
20. [Angles Enterprise for Oracle](https://www.capterra.in/software/1015046/angles-enterprise-for-oracle) — 4.5/5 (12 reviews) — Angles Enterprise for Oracle allows you to implement a true reporting and analytics environment in the least time and cost.
21. [SAS Viya](https://www.capterra.in/software/1043140/sas-viya) — 4.4/5 (12 reviews) — SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure.
22. [Neural Designer](https://www.capterra.in/software/156274/neural-designer) — 4.9/5 (11 reviews) — Neural Designer is a user-friendly app for data science and machine learning. It allows you to build AI-powered applications without c
23. [Datavault Builder](https://www.capterra.in/software/171319/datavault-builder) — 4.7/5 (11 reviews) — Visual business-driven data warehouse automation solution that increases productivity \& leads to fastest possible time-to-insights.
24. [PopSQL](https://www.capterra.in/software/171720/popsql) — 4.5/5 (11 reviews) — Collaborative SQL editor for your team. Easily write queries, visualize data, and share your results.
25. [Lumenore](https://www.capterra.in/software/174713/lumenore) — 4.8/5 (11 reviews) — Lumenore is an AI-powered, BI platform that unifies data \& delivers actionable insights through self-service \& conversational analytics

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## Related Categories

- [Data Discovery Software](https://www.capterra.in/directory/31129/data-discovery/software)
- [Big Data Software](https://www.capterra.in/directory/30851/big-data/software)
- [Dashboard Software](https://www.capterra.in/directory/30839/dashboard/software)
- [Data Management Software](https://www.capterra.in/directory/31003/data-management/software)
- [Business Intelligence Software](https://www.capterra.in/directory/23/business-intelligence/software)

## Links

- [View on Capterra](https://www.capterra.in/directory/31077/data-analysis/software)
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-----

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Embedded ML and natural language  technologies help increase productivity and build an analytics-driven culture in organizations. Available on-premises, in the cloud, or as a hybrid of both, providing flexible paths to the cloud.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/a8cb9ba8-140e-477e-a6d3-ad327dd52620.png","url":"https://www.capterra.in/software/170920/oracle-analytics-cloud","@type":"ListItem"},{"name":"Knowage","position":8,"description":"KNOWAGE is the open source analytics and business intelligence suite that allows to combine traditional data and big/cloud data sources into valuable and meaningful information. KNOWAGE allows advanced analysis and customized views on data in complete autonomy. 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Typical challenges of purchasing, such as maverick buying and continuous monitoring of KPIs, are evaluated as well as the strategic weaknesses that are not immediately visible.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4e85803a-b7a2-458f-a166-204b916fdd4d.png","url":"https://www.capterra.in/software/210767/scalue","@type":"ListItem"},{"name":"Elastic Security","position":13,"description":"Unify SIEM, endpoint security, and cloud security\nElastic Security modernizes security operations — enabling analytics across years of data, automating key processes, and bringing native endpoint security to every host.\nElastic Security equips teams to prevent, detect, and respond to threats at cloud speed and scale — securing business operations with a unified, open platform.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/53396c75-0ce3-4fee-9847-2753a85c1704.png","url":"https://www.capterra.in/software/1016331/kibana","@type":"ListItem"},{"name":"Blossom Sky","position":14,"description":"Our AI-Powered Data Platform works between existing (and future) data processing technologies.  \nBlossom Sky optimizes the workflow of data processing, AI training and data analytics. By breaking data silos, our federated analytics platform scales AI training and analytics over multi-cloud and hybrid cloud environments. We support common big data systems like Hadoop, Spark, or Flink as well as API-driven data platforms like Databricks or Starburst.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/2424a596-6945-46bf-af75-86a46f6df681.png","url":"https://www.capterra.in/software/1023201/blossom-federated-ai-platform","@type":"ListItem"},{"name":"4MDG","position":15,"description":"4MDG, a Brazilian startup that has developed a cutting-edge master data management software.\nOur software solves the problem of disorganized and inconsistent data across a variety of platforms, allowing companies to easily manage and maintain their data in one centralized location. With 4MDG, businesses can streamline their data processes, improve data quality, and make better decisions based on accurate and up-to-date information.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/7955a7ee-497d-483e-8c9c-7c6b969ea6b5.png","url":"https://www.capterra.in/software/1045823/4mdg","@type":"ListItem"},{"name":"Dataiku","position":16,"description":"From analytics at scale to enterprise AI, Dataiku connects people, technologies, and processes to remove roadblocks along the data journey. With a centralized, controlled environment thats a common ground for data experts and explorers alike, Dataiku provides a shortcut to deployment and model management for a data-powered company.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/95ad883d-a214-40a2-9695-e779dea3f617.png","url":"https://www.capterra.in/software/142192/data-science-studio-dss","@type":"ListItem"},{"name":"VirtlX","position":17,"description":"Harness the Power of Your Data!\n\nTransform employee & customer survey insights into actionable training with VirtlX, the AI-driven tool for business growth.\n\nUnique insights to your business with VirtlX’s all-in-one cloud-based engagement management platform!\n\nPulse, 360˚ & Peer Reviews\n\nEmployee Appraisals\n\nEmployee Satisfaction, Engagement & Wellbeing\n\nLine Manager Upward Feedback Reviews\n\nBespoke, company-authored training\n\nCustomer feedback on service & products\n\nIntegrated with Microsoft 365 (Microsoft-Approved)","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/8f1f996f-6e51-44de-a1eb-a73098d5cf20.png","url":"https://www.capterra.in/software/1026661/virtlx-reflect","@type":"ListItem"},{"name":"Columns","position":18,"description":"Columns is an AI powered data automation platform, it plugs in your data workflow by connecting to your existing tools like spreadsheets, databases, tools or normal files including images or pdfs. \n\nYou can simply build data flows in visual canvas using plain language to clean, transform, aggregate and join datasets till final visual results. No code or technical skills required.\n\nYou can set your data flow on schedule so that it auto runs in sync to update the results in sharing. You can also subscribe any interesting data points to get alerts via email, Slack or webhook.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/76ba8e49-5274-43d2-bc79-69cd7c50c625.png","url":"https://www.capterra.in/software/1030927/columns","@type":"ListItem"},{"name":"Cube Cloud","position":19,"description":"Cube is the semantic layer data engineers use to connect data silos, create consistent metrics, and deliver them BI tools, customer-facing analytics, LLMs, and AI agents. Enterprise-ready features of Cube Cloud include APIs to support integrations with any backend data source and front-end data apps like - Looker, Power BI, Tableau& other BI tools - along with developer tools, observability, security, and compliance that make it easy to quickly monitor, deploy, and use Cube across your company.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/0dc9ef8c-27cd-45fc-af82-9897047f938e.jpeg","url":"https://www.capterra.in/software/1052989/cube-cloud","@type":"ListItem"},{"name":"Angles Enterprise for Oracle","position":20,"description":"Angles Enterprise for Oracle delivers a context-aware, process-rich business data model, a library of 1,800 pre-built, no-code business reports, and a high-performance process analytics engine for Oracle Business Applications, including EBS and OCA. This integrated solution helps you unlock your enterprise data and gain actionable insights.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/1104ee12-7d82-4727-bd62-207f632df160.png","url":"https://www.capterra.in/software/1015046/angles-enterprise-for-oracle","@type":"ListItem"},{"name":"SAS Viya","position":21,"description":"SAS Viya is a cloud-native data and AI platform that streamlines analytics workflows from data management to model deployment. It connects to diverse data sources with built-in governance and lineage tracking, ensuring seamless access and auditability. Teams can prepare and transform data while maintaining transparency.\n\nThe platform supports the model lifecycle with tools for automated machine learning, statistical modeling, and AI development. The SAS Viya Copilot offers intelligent assistance for data and AI tasks.\n\nOrganizations can deploy models into workflows using business rules and real-time event detection. SAS Viya integrates with Python, R, Java, and REST APIs, supporting deployment on AWS, Azure, Google Cloud, or on-premises infrastructure. It fosters collaboration with governance ensuring compliance and oversight.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/22936991-b5fd-4428-8f97-fdcb44259d5d.jpeg","url":"https://www.capterra.in/software/1043140/sas-viya","@type":"ListItem"},{"name":"Neural Designer","position":22,"description":"Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. \n\nWith a wide range of features and algorithms, Neural Designer simplifies the entire machine learning workflow, from data preprocessing to model optimization. In addition, it supports various data types, including numerical, categorical, and text,","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/66dc6f6d-539d-4ce1-8e5a-1841114f4a43.png","url":"https://www.capterra.in/software/156274/neural-designer","@type":"ListItem"},{"name":"Datavault Builder","position":23,"description":"Datavault Builder is the business-driven data warehouse automation solution.\n\nRely upon Datavault Builder as your efficient visual data integration solution. It leverages standardization & cooperation between business & IT as the key to success.\nIncrease productivity & benefit from the fastest possible time-to-insights. It adds full auditability with any additional effort.\n\nGet all data warehousing functionalities in one solution & replace up to 9 tools. Reduce complexity, lower risk & TCO.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/94581ace-b978-43ed-99fd-18e960cbeb35.png","url":"https://www.capterra.in/software/171319/datavault-builder","@type":"ListItem"},{"name":"PopSQL","position":24,"description":"PopSQL is a collaborative SQL editing workspace that connects everyone in the data analysis process so teams can obtain better insights by asking the right questions, together. \n\n* Get answers faster w/ real-time collaboration, version history, searchable shared queries and folders. \n* Built-in visualization & sharing lets you go from query to chart to Slack in seconds.\n* Data Catalog, shared credentials and database connections at your fingertips","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/6730c876-9f68-4f6a-83d8-17ec9cdd6220.png","url":"https://www.capterra.in/software/171720/popsql","@type":"ListItem"},{"name":"Lumenore","position":25,"description":"Lumenore, a Netlink flagship AI product, is an advanced analytics platform that leverages AI to provide businesses with deep insights into their data. It makes complex data analysis accessible and actionable for users of all skill levels through features like conversational analytics, AI-driven visualizations, machine learning-driven predictive analytics, and data storytelling through narrative insights. The platform simplifies the data analysis process by allowing users to interact with their data using natural language queries, much like they would talk to a digital assistant.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/f9f05ac1-1e30-422f-9965-55c8252bb6e0.jpeg","url":"https://www.capterra.in/software/174713/lumenore","@type":"ListItem"}],"numberOfItems":25}
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