Process Analysis ProjectTheDefine,Measure,Analyze,Improve,Control, or DMAIC, methodology is the basic Six Sigma projectprocess. Although DMAIC is tailored to Six Sigma, this basic approach and the tasks within each phaseare not unique. Many other process and product improvement strategies use the math and statisticstechniques that are ingrained into every Six Sigma practitioner. Your final report presentation shouldfollow a basic analysis study structure, including:$1.$Define your project scope, goals, stakeholders, etc$\mathrm{.}2.$Measure the aspects of the process or product that you deem important$3.$Analyze the measured data using mathematical and statistical techniques$4.$Improve on the existing process or product using results and conclusions from your analysis$5.$Control the process or product and ensure that it performs within acceptable ranges usingcontinuous sampling and data analysisYour previous statistics and math assignments have given you an appreciation of the Control phase usingUpper$/$Lower Control Limits. For this project, we will focus on the Analyze & Improve phases. As a systemengineer and quality assurance practitioner, you will frequently have to analyze process performancedata or product defect and quality information. And most of the time, the data you are presented with isunstructured and requires cleaning. It will be up to you to analyze the dataset provided for thisassignment. Then use the results from your analysis to make recommendations on what and how theoverall process and product quality can be improved.For this project,you are tasked to audit and analyze the dataas an external entity that is not familiarwith the inner workings of the system. So$,$ you will need to work with what has been provided to you asthe only available information.ScenarioYou work for a large drone manufacturer and have been tasked to perform anIndependent V&Vefforton the quality of the manufacturing process as well as the end product, a drone ready for sale. The datayou have been given was produced by the resident QA engineer. Here are some basic projectcharacteristics:The resident QA engineer decided to focus on the final quality test of the production line and in$$particular on the Pass$/$Fail of the QC test.The accepted Fail rate for the QA test is $10\%,$ so $90\%$ of the manufactured drones should pass QC$$checks$.$There are $3$ independent manufacturing lines that run $15$ hours per day. The manufacturing lines$$operate in $3$ shifts. They start at $6$ am and end at $21$ pm with $5-$hour shifts.Each manufacturing line shift is composed of $3$ people