Create a Control Chart Using Python with HoloViews 📈

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Create a Control Chart Using Python with HoloViews 📈

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AI_Evolutionary Technology

9 Views • May 01, 2025

Description

In this tutorial, I’ll 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.

🔹 What You’ll Learn:
✔ How to generate synthetic process data using NumPy
✔ Calculating Upper Control Limit (UCL) and Lower Control Limit (LCL)
✔ Visualizing control charts with HoloViews and Bokeh for interactive plots
✔ Customizing the chart for better readability