1. Why is it important for a data mining tool like R Studio to have visualization capabilities?

2. provide a narrative description of the iris dataset. For reference, imagine creating an infographic or slide for a presentation that layered your narrative and key points discovered through your analysis over a graph like the histogram. Provide a two-paragraph, masters-level response.

3. Is an open source data mining tool better than a commercial one? Why or why not? Provide a two-paragraph, masters-level response. Support your answer with at least two examples of open source data mining tools and two commercial tools. Cite all external references properly in-text and at the end of this report in APA format.