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https://softwarehall.com/big-data-analytics-tools-comparison

Businesses can make use of the data generated by consumers to improve their products and services in order to meet the demands of customers. The right analytics tool is crucial to achieving business goals such as greater engagement, more sales, and more efficient operations.

To select a tool, start by determining what types of data you want to incorporate and how you intend to accomplish it. Some tools are designed for traditional enterprise reporting while others are designed to assist you conduct advanced mathematical analyses or track sensitive data such as health data. It is important to consider the way that the analytics tool you’re looking at will integrate with your current workflow and data structure.

Some tools offer an iterative experience for data scientists and sophisticated users, while others are designed to enable non-technical or casual users to perform point and click analysis. It is also important to be aware of the options for data visualization and features that each tool offers. Certain tools are designed to aid in the creation of visual charts, while others rely on SQL or other tools from third parties to analyze your data before you can examine it.

Once you’ve narrowed your choices down, think about the cost and whether the platform relies on subscription fees or software licenses. Some tools are free while others require an upfront investment as well as regular maintenance charges. Make sure to consider these costs in relation to the potential return on investment from insights and efficiency gained using the analytics tool.