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In this tutorial, we learn about creating a control chart known as a Shewhart chart, developed by Walter Shewhart. It is used in statistical quality control to measure progress over time. The key components include measured data, mean or average, and upper and lower control limits (UCL and LCL) which are three times the standard deviation from the mean. By calculating the mean and standard deviation from the measured data, this chart can be created. Labels on the chart adjust accordingly with the data.