Drop measurements or defect counts — the control chart, limits, and run-rule signals update live. Use Save as PDF for a watermarked copy.
Vanguard Quality Partners. Defects Out, Confidence In.
Statistical Process Control Toolkit
Control Charts & Process Stability
Vanguard Quality Partners
Defects Out. Confidence In.
vanguardqualitypartners.com
Supplier / Vendor
Process / Characteristic
Owner / Team
Units
Date
Characteristics
1 Load your data Measurements (individuals or subgroups) — or defect counts for p/np
Drop an Excel or CSV file
One column = individuals · one row = a subgroup — or click to browse
No data loaded yet
Load data to see how many points and subgroups were read …
2 Pick a chart, read the limits Control limits and run-rule signals compute live
Chart type
Specification limits — optional, for capability
Load data and choose a chart type to plot the control chart…
Center line Control limits (3σ) In control Signal
Stability verdict
Load data and choose a chart type to assess stability.
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Subgroups
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Center line
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UCL
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LCL
—
σ (within)
—
Signals
Out-of-control signals
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1 Point beyond a 3σ control limit 2 8 points in a row on one side of center 3 6 points in a row steadily rising or falling
3 Stability summary — all characteristics Every characteristic in this study, side by side
CharacteristicChartkCenterUCLLCLSignalsCpkStatus
Control Chart ReportChart, limits & signals, one block per characteristic
How to use

Drop your data, then pick the chart that matches it: I‑MR for one reading at a time, X̄‑R or X̄‑S for subgroups (each row a subgroup, or a single column reshaped by subgroup size), and p or np for go/no‑go defect counts. The tool sets the center line and 3σ control limits, then flags any point beyond the limits or any run that breaks the basic rules. Stabilize first — a process must be in control before its Cp / Cpk means anything. Feed a signal into a 5 Whys or Fishbone to chase the special cause.

Vanguard Quality Partners · Measure. Improve. Excel.
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