A data analyst at a manufacturing company is tasked with analyzing production line data to identify the root causes of product defects. The analysis requires performing hypothesis tests, generating control charts, and creating various statistical visualizations like histograms and box plots. The analyst needs a tool specifically designed for these types of comprehensive statistical tasks. Which of the following tools is the most appropriate choice for this scenario?
Conducting statistical analysis and generating visualizations
Managing large databases and storage systems
Developing machine learning algorithms from scratch
Minitab is a statistical software package primarily used for statistical data analysis, process improvement, and generating visualizations like control charts and histograms. It is particularly well-suited for the manufacturing and quality control scenario described. While data may come from a database that uses SQL, and Minitab has some predictive analytics features, its core purpose is not database management or developing machine learning algorithms from scratch.
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