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The data visualization tool within the Hive Ambari program itself provides a valuable, quick, and simple to use visualization system. In this system the user has the ability to have the data explained and explore through it$.$Additionally$,$ when the query is completed the user is able to graph the results for an initial evaluation and validation. This tool has a limitation on the fact that it only offers a small amount of graphs and only a few alterations to the visual the data in a different ways.$$

Microsoft Power BI is another tool that can be utilized for visualization and analytics. This program uses internal and external ODBC $($Open Database Connectivity$)$capabilities to near real$-$time visualize data with a multitude of visuals. This tool also uses DAX $($Data Analysis Expression$)$language to perform measure calculations to enhance visualizations. The tool uses a built in system called Power Query Editor as an Extract Transform and Load $($ETL$)$tool making it easy to bring in multiple data sources and connect them all together seamlessly. The pro series for this program is only about $$10$a month but can be expanded into premium services allowing for even more capabilities.$$

For the current dataset that we have loaded into Hive the visualization tool applicable would be the Hive system itself. However, incorporating Power BI or even tools like Grafana for real$-$time monitoring would enhance the capabilities and make the visual much more impressive. There are also alerting and other capabilities when these software systems are brought in$.$Most of these systems are also web$-$based.