Data is all around us and everybody seems to be talking about it because this is what the world is simply driven by DATA. Without data analytics platforms, data analysts and data scientists cannot perform their tasks effectively. With a plethora of tools available in the market, it becomes difficult to choose the best one. So, here is a list of the top data analytics tools for this year that can help in effective data-driven decision-making.

Apache Spark

Apache Spark is an open-source big data analytics tool. It offers more than 80 high-level administrators that make it simple to assemble parallel applications. It assists with running an application in a Hadoop cluster, up to multiple times quicker in memory, and multiple times quicker on disk. It is one of the open-source big data analytics tools that gives built-in APIs in Java, Scala, or Python.


Python is an amazing data analytics tool and has an incredible set of friendly libraries for any part of scientific computing. With Python, you can do advanced data manipulations and numeric analysis utilizing data frames.

Qlik Sense

Qlik Sense gives an enterprise big data analytics software, offering functionality for each user type in your enterprise. A user-friendly self-service interface helps business users to carry out visualizations. Qlik Sense utilizes multi-cloud engineering so you can scale your projects.


SAP offers a wide range of business intelligence and analytics tools in both business-user and enterprise-driven versions. The organization’s core BI portfolio is provided by means of on-prem and cloud implementations on the SAP HANA Cloud. SAP offers a portfolio of conventional BI capacities for dashboards and reporting.

Tableau Desktop

Tableau Desktop is a no-code data analysis and visualization tool that simplifies it for business users to make incredible intuitive dashboards through a simplified interface. Connecting to common data sources is a clear process, regardless of whether they’re located.

Power BI

Power BI is a Microsoft tool utilized for business analytics. It furnishes intelligent visualizations with self-service business intelligence capabilities. Power BI analytics has recently organized solutions like Azure + Power BI and Office 365 + Power BI to assist the users with analyzing the data, connecting the information, and securing the data across different Office platforms.


Talend is a big data analytics software that improves and automates big data integration. Its graphical wizard produces native code. It permits big data integration, master data management and evaluates data quality. It has agile DevOps to optimize big data projects.


Chartio is a cloud-based data discovery platform that allows you to make graphs and intelligent dashboards. This business analytics tool includes a restrictive, visual adaptation of SQL that empowers any user to explore, change and visualize data by means of a simple interface.

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Nikoleta Yanakieva Editor at DevStyleR International