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12 Best Data Analysis Software for Mac in 2020

Category: B2B News
What is the best data analysis software for Mac?

The best data analysis software for Mac is Sisense. Known for its award-winning In-Chip technology, this platform provides users with the tools they need to collect, combine, and analyze their business data. It also offers users a wide number of options so that they can present their reports however they prefer. What’s more is that the platform is completely scalable, making it great for small and big businesses alike.

Do you know what your customers want from you but are not telling or where your business is bleeding in drips but nonstop? These are critical data kept from the naked eye but with the right tool, can shed light to a growth opportunity.

Sure, you can rely on tried and tested techniques like advertising and good customer service to keep the business moving forward, but these can only get you so far. If you want to be more proactive, analyzing your business data is the way to go, either to cut costs or create revenues — or both.

Thankfully, with the growing demand for big data utilization in business came the increasing number of vendors that offer best-in-class data analytics software. That said, it is easy to find good products out there. The challenge now is to determine which one works best for you.

In this article, we have compiled the best 12 data analysis software for Mac, paying special attention to their strongest features, ease of use, as well as the comprehensiveness of functionalities. This way, you can better assess if they fit the bill for your operations. We have also noted down the price range you should expect for each product so that it’s easier to determine whether or not it falls within your budget.

data analysis software

Over the past years, big data has been much talked about because of how game-changing it is for many businesses. In fact, big data adoption has increased to 59% in 2018 from 17% in 2015. Moreover, according to the 2018 State of Enterprise Analytics, it has also been predicted as one of the technologies that will make a big impact on analytics in the next five years, alongside cloud computing and artificial intelligence.

This is why it’s not surprising that more and more companies are investing in data analysis solutions. After all, as presented in the aforementioned study, these solutions are highly effective for driving greater process and cost efficiencies (60%), improving strategy and change (57%), and monitoring financial performance (52%).

However, all good things have their own shortcomings; data analysis software are no exception. These tools have their fair share of negative aspects which prevent businesses from investing in them. For instance, many companies see data privacy and security concerns remain as the biggest hindrance to data analytics adoption. This is because of the increasing cases of cybersecurity threats over the years.

On a different note, a 2018 AtScale survey revealed that the lack of know-how in handling big data posed as a problem for many businesses. They believed that it is not only difficult to find new employees who would have prior experience with big data but also costly to train employees to do so.

Another common problem on data analysis software adoption is that 98.6% of executives find it hard to promote a data-driven corporate culture. This only goes to show that even if they have the means to roll out the software and train their employees, it is still difficult for the idea of collecting and analyzing data at every step of their process to become second nature within the workplace.

The good news is that while these problems may seem complicated to address, there are ways to work around them. In terms of security, you might find as you browse our list of top 12 data analysis software for Mac that there are now plenty of solutions offering configurable security options. You also don’t need to provide extensive training for employees as there are many low-code platforms out there that will allow you to perform data analysis in just a few clicks–even if you’re a novice user.  Lastly, if you think that promoting a data-driven culture will be a problem for you, well, all you really need to do is try it out for yourself first.

To start, you can take a look at our list to zero in on which platform will help you meet your data analytics requirements. Some of these even have free trial plans available so you can test them out before committing to a subscription plan.

In case your need is not Mac-specific, you can expand your options by checking out our guide on the best 20 data visualization software for 2020.

12 Best Data Analysis Software for Mac

1. Sisense

Sisense dashboard example

At the top of our list is Sisense, a cloud-hosted business intelligence platform trusted by startup companies and Fortune 500 giants alike. It comes with powerful features that will allow you to collect, combine, analyze, and visualize your crucial business information. This way, you can get in-depth insights as to how you can improve your operations. What’s more is that as a single-stack system, it consolidates all tasks related to data analytics–meaning, you rely on fewer integrations and enjoy a lower total cost of ownership.

Another great thing about Sisense is that their platform uses in-chip technology for faster data preparation, crowded accelerated BI for multi-query management, and OEM white labeling for a customized system interface. In case you feel like these functionalities might be too complicated to handle, you need not worry as this platform is navigated via a drag-and-drop function.

To top it all off, Sisense also supports REST API capabilities so you can easily use it alongside your existing business systems. This way, it is much simpler to collect data on the different aspects of your operations.

If you’re interested in this platform, be sure to sign up for a Sisense free demo here. By doing so, you will get a more in-depth perspective as to what this data analysis solution has to offer.


This award is given to the best product in our business intelligence software category. It highlights its superior quality and underlines the fact that it's a leader on the market.

Try out Sisense with their free demo

Price Range: Sisense is only available on a by-quote basis. Kindly contact the vendor for more information about their subscription rates.

Key Features of Sisense

  1. It uses an award-winning in-chip technology for a more effective CPU cache memory usage.
  2. It has a single-stack system that will help you do everything from data exploration to visualization without relying on third-party systems.
  3. It is equipped with OEM white labeling so you can customize its interface according to your company branding.
  4. It uses web-based dashboards with crowd accelerated BI technology to help you manage multiple queries simultaneously.
  5. It is equipped with Single Sign-On (SSO) functionality for added security.

2. Looker

Looker dashboard example

Looker is a web-based data discovery platform trusted by over 700 companies across the globe. Serving as a single source of truth when it comes to business data, this software provides you with everything from exploration tools to visualization options. With it, you can pull data from different sources, analyze them according to your set parameters, and generate custom reports on them in real-time. What’s more is that it has great in-app discussions and permission roles to reinforce collaboration in your team.

In addition to its comprehensive set of tools, Looker also prides itself on its user-friendly interface that supports SQL knowledge for custom visualizations as well as drag-and-drop navigation for low-code customizations. It even has a language-based approach to queries so that execution is much easier. To top it all off, the entire software solution is mobile-ready which means you get to access your data anytime, anywhere.

Should you want to learn more about what platform has to offer, sign up for a Looker free demo here. This should give you a clearer understanding of its strengths and weaknesses as well as help you determine whether or not it will be able to meet your requirements.


An award given to products our B2B experts find especially valuable for companies

Try out Looker with their free demo

Price Range: Looker is available by quote. If you’d like a customized plan, be sure to get in touch with their representatives and discuss your data analysis requirements with them.

Key Features of Looker

  1. It has self-service, low-code features for filtering, pivoting, visualization, and dashboard creation, making it great for novice users.
  2. It comes with an extensible modeling language which allows you to customize your data exploration process.
  3. It can support live connection to any SQL database so it is easier for you to pull the data you need.
  4. It is equipped with modern IDE to allow you to perform agile development and embellishment.
  5. It provides users with mobile-ready collaboration features.

3. Zoho Analytics

Zoho Analytics dashboard example

Zoho Analytics is an all-in-one data analysis system designed to help you monitor KPIs, identify business trends, and determine outliers. Formerly known as Zoho Reports, it was expanded from a simple reporting tool to a self-service data analytics and BI platform. It leverages machine learning and artificial intelligence to help businesses get a clear view of their operational performance across departments. Moreover, it comes with simple collaboration tools and drag-and-drop workspaces, which make it ideal for small and medium-sized businesses with no in-house IT professionals to perform coding for them.

As part of the Zoho productivity suite, this platform can work seamlessly with other products from the software provider. In case you want to further extend its capabilities, it also comes with open API capabilities. This way, you can integrate it with a wide variety of third-party applications.

Do you think this platform is suitable for you? If that’s the case, don’t hesitate to sign up for a Zoho Analytics free trial here. By doing so, you can get a closer look at what this platform has to offer.

Price Range: Zoho Analytics can be used for free if you only have 2 users or are opting for their on-premise personal edition. In case you have a bigger team, they have paid plans that range from $22.50/month to $445.50/month. The vendor also has an on-premise professional plan at $2395/year.

Key Features of Zoho Analytics

  1. It can merge, format, clean, split, and calculate data from various sources.
  2. It has an easy-to-use chart creation and dashboard building tools that do not require extensive technical skills.
  3. It comes with a smart assistant that is built over AI, NLP, and ML technologies. This way, it can provide you with intuitive answers through KPI widgets and reports.
  4. It has a scheduled data backup system so you can be sure that your information is secure and easily retrievable even in the event of a network crash.
  5. It is completely mobile ready so you can access your data wherever you are.

4. Yellowfin

Yellowfin dashboard example

Yellowfin is an end-to-end business intelligence stack purpose-built to generate insights on your company performance. Equipped with powerful yet easily navigable tools, this platform empowers users to create analytical, operational, or strategic dashboards so that they can monitor all aspects of their business with ease. With it, users can easily get custom data visualization for the analysis they have performed as well as build interactive presentations that will better relay the information they want to share.

In case these tools still come off as basic to you, Yellowfin offers open API capabilities. This way, you can extend the platform’s features as you see fit as well as combine it with your existing systems for a more streamlined user experience.

If you are interested in trying out what this software solution has to offer, be sure to sign up for a Yellowfin free trial here. This way, you can test out its features for yourself and see how it will be of help to your day-to-day operations.

Price Range: Yellowfin offers multiple enterprise packages depending on what kinds of data analysis tools you need. These can range from $10/user/month to $50/user/month and there are also plans only available by quote.

Key Features of Yellowfin

  1. It has an impressive data visualization feature that supports over 50 chart types so you can understand your data in the right perspective.
  2. It consolidates all types of data from multiple sources so you can get a clearer and more accurate
  3. It comes with collaborative BI tools so that sharing analysis results is easier and working on a report simultaneously is a breeze.
  4. It provides users with modules for assisted insights and fully-integrated presentations.
  5. It is equipped with fine-grained security tools.

5. IBM Analytics

IBM Analytics dashboard example

IBM Analytics is a comprehensive data analytics system trusted by businesses, analytics leaders, IT professionals, data scientists, as well as financial planning analysts. Equipped with tools ranging from descriptive and diagnostic analytics to predictive and prescriptive analytics, this will help you find opportunities, drive efficiency, and make smarter decisions. It can even speed up and fine-tune your analysis process with its comprehensive automation options and blind spots identification tools.

Another thing about IBM Analytics is that it encompasses the functionalities of both IBM Watson and IBM Cognos in a sense that it can help you with both data exploration and analysis. What makes it unique is that it is purpose-built for businesses who want to perform anticipative analytics. This makes it easier to improve operational processes as well as mitigate potential issues in your workflow.

Price Range: IBM Business Analytics offers subscription packages that are only available by quote. For more information, get in touch with the vendor’s representatives.

Key Features of IBM Analytics

  1. It serves as an integrated suite of business analytics tools.
  2. It allows users to automate the planning processes involved in data analysis.
  3. It has a system that will allow you to identify blind spots in your process that could compromise your analytics.
  4. It comes with a root cause detection feature that will dig for underlying factors that may affect your data analyses.
  5. It comes with an anticipative analytics module which is great for companies who want to take on a more proactive approach in terms of data analysis.


MATLAB dashboard example

MATLAB is a programming, modeling, and simulation software created for businesses, freelance researchers, and students. Like other analysis platforms, this tool is capable of helping you dig deeper into your data and understand the whats, hows, and whys of your project performance. What sets it apart is that it utilizes computer-aided engineering systems to allow you to analyze data, develop algorithms, and create models. It also comes with robust modules for deep learning, digital signal processing, image processing, and quantitative risk management.

Available for deployment on-premise, this is a great tool for those who do not want their data to be accessible outside the workplace. However, this also means it is not capable of consolidating data from multiple systems automatically and it doesn’t perform real-time analysis of your data, which might not be ideal if you’re dealing with critical, time-sensitive information.

Price Range: MATLAB offers a standard plan for businesses that can be purchased at a subscription rate of $940/year or at a perpetual licensing price of $2350. They also offer home licenses and student licenses starting at $25 USD.

Key Features of MATLAB

  1. It has a computer-aided engineering system at its core, allowing you to have the flexibility you need as you analyze data and develop algorithms.
  2. It comes with extensive libraries of reference-standard algorithms.
  3. It has a highly configurable interface but it is easy enough to use, even for those with limited technical knowledge.
  4. It can deploy risk model stacks that will allow you to pinpoint any operational issues as you implement new algorithms.
  5. It has the capability to design algorithms, model real-world systems, as well as generate new codes which is great for engineers.

7. IBM Watson

IBM Watson dashboard example

IBM Watson is an enterprise platform that conducts fast researches using AI and machine learning. Complete cloud-hosted and mobile-ready, it offers tools ranging from discovery acceleration and condition monitoring to liabilities detection and risk mitigation. That said, it has the capability to generate insights on how you can optimize team workload, make more proactive business decisions, and identify issues before they even materialize. What’s more is that IBM Watson offers business-specific functions for businesses in different sectors such as healthcare, energy, consumer engagement, finance, and education, so you can get more targeted data analysis options for your company.

Unlike the other two IBM products on this list, IBM Watson puts emphasis on exploring new data and determining which details are useful. It is particularly helpful if you want to look for information with no edges. This is because its algorithms are designed to look for relevancy and to assess value.

Price Range: IBM Watson offers different pricing plans depending on your storage and feature requirements. Prices range from $30/user/month to $80/user/month.

Key Features of IBM Watson

  1. It is built to accelerate discovery, research, and analysis to help you get down to the bottom line faster.
  2. It comes with a language translator and natural language classifiers, making it ideal for international companies.
  3. It offers tools such as liabilities detection and risk mitigation which is great for business-critical insights.
  4. It comes with knowledge management tools to help you archive your data analysis results
  5. It can support domain-specific research.

8. IBM Cognos

IBM Cognos dashboard example

IBM Cognos is a smart self-service analytics tool created for mid-sized companies and large enterprises. Ideal for users who want to get mission-critical analytics with ease, it generates formatted and interactive dashboards based on the datasets you want to analyze. It also equipped with a contextual smart search tool that will speed up how you find the insights you require. Available for deployment on-premise or via the cloud, this tool is also equipped with powerful controls for data protection so you can be sure that your confidential business information are kept safe at all times.

In contrast to the other IBM products we’ve mentioned, the primary focus of IBM Cognos is using systems of recorded data. It usually pulls data from sources where they have already been processed and organized like data warehouses. This means if you are looking for a tool that will aid in data discovery, this might not be the software for you.

Price Range: IBM Cognos offers different types of plans that starts from $1990/month to $19950/month, making it one of the most expensive options on this list. They also offer quote-based plans for those who want customized subscriptions.

Key Features of IBM Cognos

  1. It can automatically generate data models based on keywords that you provide.
  2. It supports the creation of ad hoc or pixel-perfect reports, which means less work for your IT team.
  3. It has a wide selection of analysis tools such as trend analysis, analytical reporting, what-if analysis, and more.
  4. It is equipped with layers of permissions and authentication protocols for data protection.
  5. It comes with scheduling options and alerts to make sure that you are getting the reports you need on-time.

9. GoodData

GoodData dashboard example

GoodData is a business intelligence system that provides companies of all sizes with advanced analytics tools. It aims to simplify data discovery with its analytical designer and comes with an extensive set of visualization options, so you can format your data analyses however you want. Equipped to generate operational and customer insights, this tool is great for those who want to boost decision-making efficiency as well as marketing effectiveness. In addition, this platform is equipped with compliance management tools to make sure that your processes are adherent to industry standards.

Price Range: GoodData offers quote-based plans to make sure that you are only paying for functionalities that you require. Be sure to get in touch with the vendor for more information.

Key Features of GoodData

  1. It is built with a flexible workspace so that you can centralize all data analyses with minimal fuss.
  2. It offers Big Data-ready ETL/ELT.
  3. It has an agile data warehousing service that makes it easy to consolidate information from multiple sources.
  4. It supports out-of-the-box modules and integrations with third-party applications.
  5. It comes with an easy-to-use data modeling tool but also supports programming languages for more flexibility.

10. Domo

Domo dashboard example

Domo is a cloud-hosted, self-service business intelligence tool that caters to all business sizes. Coming with a wide data set and connector support, this tool has the capability to consolidate multiple data into a single dashboard in real-time. What makes it stand out from other platforms, however, is its robust set of social collaboration tools which include in-app messaging and social sharing options. This makes it easier to distribute data to your colleagues or stakeholders. Another great thing about Domo is that while it has open API capabilities that will let you integrate it with your existing business systems, they also offer great app bundles designed by third-party developers at their Appstore.

Price Range: Domo offers three plans that are priced depending on the number of users you need to enroll in the system and the kinds of features you require. Prices range from $83/user/month to $190/user/month.

Key Features of Domo

  1. It provides users with a wide variety of data visualizations.
  2. It has a built-in communication and messaging feature for better team collaboration.
  3. It uses standard SQLs to allow you to combine different data sets.
  4. It has a built-in project management tool to streamline data analysis with your other business endeavors.
  5. It comes with native applications for iOS and Android, so you can perform data analysis wherever you may be.

11. Lentiq

Lentiq is ideal for data teams that are looking to independently and collaboratively analyze and extract insights from interconnected data pools. With this platform, you have access to a robust set of tools that can help you bring significant improvements to your data science projects, all without requiring the assistance of ops teams. Notable features provided by Lentiq include multi-cloud platform capability, opt-in notifications for specific data sets, centralized data governance, and Jypter as a Service support, to name a few. Overall, Lentiq can prove beneficial for empowering increased data consumption in the company while improving improving the overall proficiency of data teams.

Price Range: With Lentiq, you only need to pay for your underlying infrastructure in the cloud. While its community support is free of charge, it also offers premium support, which costs $0.49 per node-hour.

Key Features of Lentiq

  1. It is a data lake as a service solution.
  2. It automates end to end data science.
  3. It supports Spark.
  4. It supports integration with Jupyter.
  5. It can work across various cloud environment platforms.

12. CrunchMetrics

CrunchMetrics dashboard example

Touted as an advanced real-time anomaly detection software, CrunchMetrics aims to help businesses zero in on critical business incidents and improve their overall performance. This platform leverages sophisticated AI and ML-based techniques for advanced anomaly detection which is why we added it to our list of top 12 data analysis software. It also uses self-learning algorithms so you don’t have to create dashboards and data exploration workflows from scratch each time you have a new project. Lastly, with its real-time data analysis and intelligent notifications, you will get alerts on any potential issues as soon as they are detected, allowing you to act on them promptly.

Price Range: CrunchMetrics does not provide their pricing information publicly. For more information, feel free to contact the vendor.

Key Features of CrunchMetrics

  1. It leverages artificial intelligence and machine learning to allow users to perform a more anomaly detection workflow.
  2. It has vertical agnostic solutions.
  3. It has self-learning algorithms which will speed up data analysis as users no longer have to manually program dashboards for each new project.
  4. It comes with deep learning capabilities.
  5. It has APIs that let it seamlessly integrate with your existing data warehouses, BI systems, and other business applications.

There you have it: our top 12 data analysis for Mac. Hopefully, this guide was able to give you a good idea of what kinds of data analysis tools you can purchase for your Mac computers as well as which one is most suitable for your operations.

Still undecided about which data analysis solution to choose? We highly recommend trying out Sisense. This platform is one the most popular options on the market and for good reason. It gives users a wide range of data analysis tools and puts it in a compact and user-friendly package. What’s more is that it has minimal total cost ownership, making it a good option for businesses who want to save a buck or two on their data analysis. To get a better idea of whether or not this is suitable for your operations, you can sign up for a Sisense free demo here.

In case you are looking to try out data analysis for the first time and don’t want to spend too much money on platform yet, you can also check out our list of free business intelligence software.

By Jenny Chang

Senior writer at FinancesOnline who writes about a wide range of SaaS and B2B products, including trends and issues on e-commerce, accounting and customer service software. She’s also covered a wide range of topics in business, science, and technology for websites in the U.S., Australia and Singapore, keeping tabs on edge tech like 3D printed health monitoring tattoos and SpaceX’s exploration plans.

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