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5 Best Big Data Analytics Software

by Scott Max
I'll offer two ways to find the tool, software or service you need, keep reading our breakdown and recommendations, or tell us about your business and the problem you are trying to solve and we will advise you for free!

So, you are in the market for big data analytics software.

Ideal, because in this article we have our compilation list for our top picks, and we compare the features and pricing for you. 


If you just want the best choice, we’ve added that right at the top of the article as this was what is most requested by our customers. So, that’ll be the “can’t go wrong” option. 

Otherwise, feel free to explore all the options we’ve reviewed on the market to find something that might fit you a little better.

Enjoy the list!

The Best Big Data Analytics Software Specifically

Big data is the cornerstone of every successful organization. Big Data analytics focuses on deriving valuable insights from your business data. A big data analytics software that offers a thorough analysis, business intelligence, data mining and data preparation will be the perfect fit for this category. Have a look at the products below to choose the best big data analytics software:

1. SAP

SAP Analytics Cloud brings together analytics and planning to help you derive unique insights. You can accelerate deployments with pre-packaged best practices for your industry. SAP allows you to simulate any scenario and generate plans from predictions. It drives agile business decisions, helping you scale faster.

SAP Features

Here are some exclusive features of SAP:

Analytics and BI: SAP's intuitive self-service analytics helps you explore data across the organization and deliver insights at the decision point. You can use self-service data modelling to set KPIs and hierarchies while automating data. Additionally, SAP offers interactive visualizations to discover insights and inspire audiences.

Enterprise Planning: SAP drives better business outcomes by creating and linking your financial and operational plans. You can use predictive planning to anticipate business needs and stay agile with forecasting and machine learning. Moreover, SAP allows you to modify versions of the planning model for data-driven budgeting.

Composable Analytics: SAP allows you to tailor analytics and planning applications to meet unique business requirements. You can increase application developer productivity with reusable widgets and flexible APIs. SAP enables users to easily customize and compose analytics applications.

Prebuilt Business Content: SAP offers prebuilt best-practice content packages for businesses to quickly help them get started with data analytics. You can leverage end-to-end tailored packages to work with recommended SAP data sources. Additionally, it helps you realize results quickly by accessing documentation of KPIs.

ESG Reporting and Sustainability: SAP helps you deliver environmental, social, and economic impact with actionable insights and accurate reporting. You can deliver automated and auditable ESG reporting by analyzing your business data. SAP allows you to drive targeted action for sustainability performance.

SAP Pricing

SAP offers 2 Pricing options for its data analytics platform.

The "Business Intelligence" plan is priced at $36/user/month and offers automation, actionable insights and augmented analytics.

The "Planning" plan has an on-demand pricing quote and offers integrated planning, forecast automation and scenario modelling.

2. Knime

Knime is used worldwide to solve complex problems around human resources, diversity and talent-related data for the company. Knime helps you productionize data science and implement the strategies faster for better impact. With Knime, you can gain valuable hidden insights by merging or transforming different data sets.

Knime Features

Here are some exclusive features of Knime:

Workflow Builder: Knime lets you create visual workflows for data analytics using its drag-and-drop graphical interface. You can model each step of data analysis, control the flow and ensure your work is current. Knime's workflow builder helps you automate data merging and collection so you can focus on analysis and reporting.

Data Shaping: With Knime, you can derive statistics, including mean, quantiles and standard deviations. You can also clean data through normalization, value handling or conversion. Knime helps you detect out-of-range values with its anomaly detection algorithms. Additionally, Knime lets you extract and select features to prepare your data sets.

Machine Learning and AI: Knime allows you to build machine learning models for classification, regression or clustering. You can optimize the model performance with hyperparameter optimization, bagging or building complex ensembles. Moreover, Knime enables you to validate models by applying performance metrics.

Data Insights: With Knime, you can visualize your data in classic or advanced charts. It displays the summary statistics in the Knime table and lets you filter out irrelevant entries. Additionally, you can store processed data or analytics results and export reports to share them with stakeholders.

Execution Scaling: Knime allows you to build workflow prototypes so you can explore various analysis approaches. You can inspect and save intermediate results to ensure the efficient discovery of new solutions. Moreover, Knime lets you exercise the power of in-database processing on Apache Spark.

Knime Pricing

Knime offers an on-demand pricing quote for its subscription plans. You can click "Pricing" and tap "Contact us". Next, fill out the required form, and Knime's sales team will contact you.

3. Tableau

Tableau is a visual analytics platform that helps you comprehend data and solve problems. Founded in 2003, Tableau is the leading data analytics software in almost every industry. With Tableau, you can formulate successful campaigns and business forecasts. It helps you derive maximum critical information from your data records.

Tableau Features

Here are some exclusive features of Tableau:

Tableau Desktop: Tableau delivers everything you require to access and analyze your business data. You can uncover hidden business insights to make faster impactful decisions. Additionally, Tableau powers real-time data exploration by quickly building calculations from existing data. You can combine and clean data within Tableau without any coding.

CRM Analytics: With Tableau, you can find patterns and experience actionable insights specific to your business. You can then infuse these insights into every process. Tableau drives faster decisions with AI-powered predictions and recommendations. It allows you to auto-scale across all users and leverage permissions.

Tableau Prep: Tableau Prep Builder offers a modern approach to data preparation, resulting in swift combining, cleaning and shaping. It provides 3 Coordinated views to show granular details. With Tableau, you can see immediate results while analyzing data and combine multiple data subsets for deeper analysis.

Advanced Management: Tableau offers server and cloud hosting options, allowing you to manage every aspect of the platform. With Tableau's highly configurable abilities, you can pass tough security requirements without compromising on the end-to-end experience.

Data Management: With Tableau's virtual connections, you can design and share a central access point to your data source rather than connecting several workbooks independently. It enables you to curate relevant tables for analysis and simplifies management by consolidating your data.

Tableau Pricing

Tableau offers 3 Pricing options for its data analytics platform. All subscription plans have a custom pricing option.

The "Creator" plan offers a prep builder, Tableau Desktop and one creator license on the cloud server.

The "Explorer" plan offers advanced management and data exploration through self-service analytics.

The "Viewer" plan allows you to interact with dashboards and create data visualizations.

4. SiSense

SiSense essentially lets you embed analytics into any application or workflow to make critical business decisions. With SiSense, you can build customized experiences leveraging code-first, low-code and no code to create transformational workflows. SiSense provides you with actionable insights to empower your business journey.

SiSense Features

Here are some exclusive features of SiSense:

Data Modeling: SiSense lets you join and blend data together without specialized data engineering teams or platform-specific technologies. It enables data teams to easily ingest, prepare, transform, visualize and augment complex data using cloud data warehouse and development workflows.

Visualization: With SiSense, you can track metrics or embed dashboards, widgets and filters into applications. Its intuitive dashboard exploration empowers everyone to build, explore and deliver insights. SiSense offers smart calculation and charting options based on your data set.

Explainability: SiSense takes the guesswork out of your analytic insights, helping you quickly assess your data outcomes with easy-to-interpret analytics. You can visually summarize statistically powerful insights and surface them via new automatically created widgets. Exploration paths leverage machine learning to uncover new insights that otherwise would remain hidden.

Embedding: SiSense lets you embed analytics within your products and applications to create a seamless analytical experience. You can embed dashboards and widgets with an iFrame HTML tag if you have no coding knowledge. Additionally, SiSense helps you rapidly build an integrated user experience that embeds analytics.

Actionable Intelligence: With SiSense's powerful AI-enhanced analytics, infusing intelligence into your business workflows is simple. You can do predictive analysis through forecasting and understand patterns in your data. Moreover, SiSense's machine learning algorithms continuously run to detect anomalies and variations in your business.

SiSense Pricing

SiSense offers custom pricing options for its platform. It claims to be committed to "no-surprise" pricing to create a customized solution for your budget and business needs.

5. Minitab

Minitab is a powerful data analysis and statistical software that can predict, visualize, analyze and harness the power of your data to solve complex business challenges. Minitab can look at current and past data to discover trends, find and predict behaviours, uncover hidden relations between variables and create stunning visualizations.

Minitab Features

Here are some exclusive features of Minitab:

Discover: Regardless of statistical background, Minitab empowers all parts of an organization to predict better outcomes, design better products and improve processes to generate higher revenues and reduce costs. Only Minitab offers a unique, integrated approach by providing software and services that drive business excellence.

Predict: With Minitab, you can access modern data analysis and explore your data further using advanced analytics. It enables you to skillfully predict, compare alternatives, and forecast your business with ease using Minitab's revolutionary predictive analytics techniques.

Classical Methods: Minitab allows you to use classical methods in its statistical software. You can integrate with open-source languages R or Python and boost your capabilities further with machine learning algorithms like CART TreeNet and Random Forests, now available in Minitab's module.

Graphics: Minitab offers a graph builder and lets you depict data in binned scatterplots, boxplots, bubble plots, bar charts, correlograms and more. Additionally, you can use contour and rotating 3D plots to make data analysis easier. Minitab also offers probability distribution plots and automatically updates graphs according to data changes.

Achieve: Visualizations are critical; to accurately communicate discoveries and achievements. Minitab's new Interactive tool with an easy-to-browse gallery lets you view and explore multiple graph options without re-running your analysis. Minitab makes it easier to choose the best visuals for your insights.

Minitab Pricing

Minitab offers 2 Pricing options for its data analysis platform.

The "Single Named User" plan is priced: at $1610/year. It allows you to visualize, analyze and harness the power of your data to find insights.

The "Single Named User + Predictive analysis module" is priced at $2754/year. It offers automated machine-learning capabilities and tree-based algorithms.

Why use Analytics Software at all?

Most of the business data like; videos, customer chats, or IoT network input is complex and unstructured. This data is a goldmine for your business, but only when you can use it. Modern data analytics systems that are powered with AI, machine learning and advanced database technologies can help you comprehend and analyze big data.

You can use the insights from data analytics software to make confident and faster decisions. Instead of being buried under an Everest of big data, intelligent technologies like data analytics platforms help you take that mountain and break it down into manageable, organized blocks.

Why should Businesses use Big Data Analytics Software?

Your digital transformation journey begins with a modern database management solution and revolves around what you can do with your big data. The power of big data analytics lets you put together just the right sets of blocks and data sets to deliver meaningful insights about your customers and market.

Businesses are inclined towards big data analytics software; to fully utilize their data and enhance organizational growth. By deriving insights from customer interactions and departmental reports, you can make better decisions that are well-appreciated by the clientele base.

Additionally, big data analytics platforms help you innovate by using big data to create new products or services for your customers. You can analyze your customer's opinions about your current inventory and overcome the shortcomings in your next product release.

Big Data analytics platform serves countless roles in a professional business. Depending on your team's capabilities and flexibility, you can empower every department with big data and rapidly grow into a successful, revenue-generating business.

Big Data Analytics Software For Businesses, A Summary

Big Data analytics software helps businesses understand their market environment and customer opinions to make better decisions. It enables you to uncover hidden trends and anticipate red flags that can tarnish your business reputation.

SAP offers a quality big data analytics platform customizable for various business sectors. Moreover, It provides composable analytics and enterprise planning to drive better business outcomes. SAP is our suggested pick for the best big data analytics software. Visit the website to get started.

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