Data scientists employ a variety of data mining tools and techniques for different types of data mining tasks, such as cleaning, organizing, structuring, analyzing, and visualizing data. Here's a list of both paid and open-source data mining tools you should know about in 2025. 1. Apache Mahout.
Comprehensive List of the Best Data Mining (also known as Data Modeling or Data Analysis) Software and Applications: Data mining serves the primary purpose of discovering patterns among large volumes of data and transforming data into more refined/actionable information.