In this tutorial, Iβll show you how to create a Control Chart (also known as a Statistical Process Control (SPC) Chart) using Python. Control charts are essential for monitoring process stability and detecting variations in manufacturing, healthcare, finance, and more.
πΉ What Youβll Learn:
β How to generate synthetic process data using NumPy
β Calculating Upper Control Limit (UCL) and Lower Control Limit (LCL)
β Visualizing control charts with HoloViews and Bokeh for interactive plots
β Customizing the chart for better readability