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I use Tableau public to analyse the data. It is a simple and intuitive tool. You can use Tableau visuals, to investigate a hypothesis. I use this tool because, I can publish interactive data visualizations to the web for free and also no programming skills are required.

Well, it is better to use RapidMiner. It provides machine learning procedures and data mining including data visualization, processing, statistical modeling and predictive analytics. Hey name, use Hadoop. This software is widely used by data analytics. The main Hadoop benefits and features are: HDFS  MapReduce YARN Hadoop Libraries

I agree with Latesha. Using Hadoop is the best option. Hadoop is scalable, cost effective, flexible, and fast.