We can use the statistical process control chart in Excel to study how processes or data changes occur over time. The Control chart has four lines including; a straight-line representing average, the data and a lower control limit (LCL) and an upper control limit (UCL). In this tutorial, we will learn how to create a control chart for analyzing data.  

Figure 1 – How to make a statistical process control chart in excel

Creating Control Charts

  • We will begin by setting up our data as shown in Figure 2
    • Column A will contain the Date (will not be used in creating control chart)
    • Column B contains our Sample Data
    • Column C will contain the Control Line ( Mean or Average)
    • Column D will contain the UCL (Upper Control Limit)
    • Column E will contain the LCL (Lower Control Limit)

Figure 2 – Data to create a control chart

  • Below our Table, we will set up a mini table. In Cells A14 and Cell A15, we will enter Mean and Std. Dev (standard deviation) respectively.

Figure 3 – How to create a control chart

  • We will click on Cell B14. We will go to the Formula Tab and select the small Arrow beside the Autosum to view the drop-down menu

Figure 4 – How to create a control chart

  • In the drop-down menu, we will select Average and highlight Cells B4:B12

Figure 5 – How to create a control chart  

  • We will press Enter

Figure 6 – How to make a control chart

  • We will click again, this time in Cell B15, go the Formula Tab again, and click the small Arrow next to the Autosum. In the drop-down menu, we will select More Functions

Figure 7 – How to control charts in excel  

  • In the Insert Function dialog Window, we will select STDEV and click OK

Figure 8 – Creating control charts

  • Again, we will highlight the Cells B4:B12 containing the data

Figure 9 – Making control charts

  • We will press Enter

Figure 10 – How to create control chart

  • In Cell C4, we will enter the cell reference for the Cell contain the average, i.e. we will enter =B$14.

Figure 11 – Making control charts in Excel

  • We will press Enter. We will double-click the fill handle tool (the small box at the bottom-right as shown in Cell C5 of the figure below) and drag down the column

Figure 12 – How to create a control chart

  • In Cell D4, we will add Average to STDEV multiplied by 3, which means we will have the formula below:


Figure 13 – Making a control chart

  • We will use the Fill handle tool to fill the result down the column

Figure 14 – Control charts in Excel

  • In Cell E4, we will enter the formula below:


Figure 15 – Statistical process control

  • We will use the fill handle tool to enter the result down Column E

Figure 16 – Process control chart in excel

  • We will highlight range B4:E12

Figure 17 – Create a control chart in Excel

  • Next, we will go to the Insert Tab and select the Line chart from the Chart Group

Figure 18 – Control chart in Excel

  • In the drop-down menu, we will select the first Line Chart

Figure 19 – Control chart in Excel

  • We can now add a chart titlechange or modify our Control chart as desired

Figure 20 – Excel Control Chart