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Feb 21, 2017 8:22 AM
(1841 views)

I have a script that imports production data, manipulates it, and then creates three control charts to monitor nonconformace rates in three different departments. Lately when I run the script it will only create two of the control charts. When I try to create the third one manually it gives the error "For P Chart, data should either be proportions and counts, but not both." I double checked the data set for anonolies, but it looks fine and all the values are proportions, in decimal form or 0, and less than 1 similar to the data for the other two control charts. What's odd is that if I copy and paste the data into a new column and use that to create the control chart there are no issues. I've attached a copy of the data set in question and here's the section of the script regarding the control charts:

```
//********************Create Dry Production Control Chart********************//
//Set SM as current data table
SM << Current Data Table();
//Create a subset of SM of all the Dry Production data - Dry Production Subset (DP)
SM << Select Where( :DEPT Group == "Dry Production");
DP = SM<<Subset((Selected Rows), Output Table Name("Dry Production Subset"));
//Save Dry Production Subset
DP << save("S:\depts\development\CURRENT Employees\Annie\NC Analysis\Biweekly Ops Control Charts\Generated Files\Dry Production Subset.jmp");
//Create summary table from Wet Production Subset to display the data by date rather than by lot - Wet Prodcution Summary (WS)
DS = DP << Summary(
Group(Date),
Sum(Numerator), Sum(Denominator),
Output Table Name("Dry Production Summary"),
Link to original data table(0)
);
//Select the last 30 days of data to use for the control chart
//One day data lag to allow time for all NC data to be entered
DS << Select Rows(Index((NRow()-1),(NRow()-31)));
DS <<Invert Row Selection<<Hide and Exclude;
New Column( "NC Rate", Numeric, Continuous, Format( "Best", 12 ), Formula(:Name( "Sum(Numerator)" ) / :Name("Sum(Denominator)")));
//Save Dry Production Summary
DS << save("S:\depts\development\CURRENT Employees\Annie\NC Analysis\Biweekly Ops Control Charts\Generated Files\Dry Production Summary.jmp");
//Create Dry Production Control Chart
Control Chart(
Sample Label( :Date ),
Sample Size( 100 ),
KSigma( 3 ),
Chart Col( :NC Rate, P ),
SendToReport(
Dispatch(
{},
"Control Chart",
OutlineBox,
{Set Title( "Dry Production" )}
),
Dispatch(
{},
"P of NC Rate",
OutlineBox,
{Set Title( "Control Chart (past 30 days)" )}
),
Dispatch( {"P of NC Rate"}, "", AxisBox, {Add Axis Label( "NC Rate" )} ),
Dispatch(
{"P of NC Rate"},
"Proportion for NC Rate",
TextEditBox,
{Set Text( "NC Rate" )}
),
Dispatch(
{"P of NC Rate"},
"1",
ScaleBox,
{Min( NRows()-31.2), Max(NRows() - 0.8 ), Inc( 1 ), Minor Ticks( 0 ),
Rotated Labels( "Vertical" )}
),
Dispatch(
{"P of NC Rate"},
"Attributes Chart",
FrameBox,
{Frame Size( 1004, 488 ), Line Width Scale (1.5)}
)
)
);
//************************************************************//
//********************Create Shipping Control Chart********************//
//Set SM as current data table
SM << Current Data Table();
//Create a subset of SM of all the Dry Production data - Shipping Subset (SH)
SM << Select Where( :DEPT Group == "Shipping");
SH = SM <<Subset((Selected Rows), Output Table Name("Shipping Subset"));
//Save Shipping Subset
SH << save("S:\depts\development\CURRENT Employees\Annie\NC Analysis\Biweekly Ops Control Charts\Generated Files\Shipping Subset.jmp");
//Create summary table from Wet Production Subset to display the data by date rather than by lot - Shipping Summary (SS)
SS = SH << Summary(
Group(Date),
Sum(Numerator), Sum(Denominator),
Output Table Name("Shipping Summary"),
Link to original data table(0)
);
//Select the last 30 days of data to use for the control chart
//One day data lag to allow time for all NC data to be entered
SS << Select Rows(Index((NRow()-1),(NRow()-31)));
SS <<Invert Row Selection<<Hide and Exclude;
New Column( "NC Rate", Numeric, Continuous, Format( "Best", 12 ), Formula(:Name( "Sum(Numerator)" ) / :Name("Sum(Denominator)")));
//Save Shipping Production Summary
SS << save("S:\depts\development\CURRENT Employees\Annie\NC Analysis\Biweekly Ops Control Charts\Generated Files\Shipping Summary.jmp");
//Create Shipping Control Chart
Control Chart(
Sample Label( :Date ),
Sample Size( 100 ),
KSigma( 3 ),
Chart Col( :NC Rate, P ),
SendToReport(
Dispatch(
{},
"Control Chart",
OutlineBox,
{Set Title( "Shipping" )}
),
Dispatch(
{},
"P of NC Rate",
OutlineBox,
{Set Title( "Control Chart (past 30 days)" )}
),
Dispatch( {"P of NC Rate"}, "", AxisBox, {Add Axis Label( "NC Rate" )} ),
Dispatch(
{"P of NC Rate"},
"Proportion for NC Rate",
TextEditBox,
{Set Text( "NC Rate" )}
),
Dispatch(
{"P of NC Rate"},
"1",
ScaleBox,
{Min( NRows()-31.3), Max(NRows()-0.8 ), Inc( 1 ), Minor Ticks( 0 ),
Rotated Labels( "Vertical" )}
),
Dispatch(
{"P of NC Rate"},
"Attributes Chart",
FrameBox,
{Frame Size( 1004, 488 ), Line Width Scale (1.5)}
)
)
);
//************************************************************//
//********************Create Wet Production Control Chart********************//
//Set SM as current data table
SM << Current Data Table();
//Create a subset of SM of all the Wet Production data - Wet Production Subset (WP)
SM << Select Where( :DEPT Group == "Wet Production");
WP = SM<<Subset((Selected Rows), Output Table Name("Wet Production Subset"));
//Save Wet Production Subset
WP<< save("S:\depts\development\CURRENT Employees\Annie\NC Analysis\Biweekly Ops Control Charts\Generated Files\Wet Production Subset.jmp");
//Create summary table from Wet Production Subset to display the data by date rather than by lot - Wet Prodcution Summary (WS)
WS= WP << Summary(
Group(Date),
Sum(Numerator), Sum(Denominator),
Output Table Name("Wet Production Summary"),
Link to original data table(0)
);
//Select the last 30 days of data to use for the control chart
//Two day data lag to allow time for all NC data to be entered
WS << Select Rows(Index((NRow()-2),(NRow()-32)));
WS <<Invert Row Selection<<Hide and Exclude;
New Column( "NC Rate", Numeric, Continuous, Format( "Best", 12 ), Formula(:Name( "Sum(Numerator)" ) / :Name("Sum(Denominator)")));
//Save Wet Production Summary
WS << save("S:\depts\development\CURRENT Employees\Annie\NC Analysis\Biweekly Ops Control Charts\Generated Files\Wet Production Summary.jmp");
//Create Wet Production Control Chart
Control Chart(
Sample Label( :Date ),
Sample Size( 100 ),
KSigma( 3 ),
Chart Col( :NC Rate, P ),
SendToReport(
Dispatch(
{},
"Control Chart",
OutlineBox,
{Set Title( "Wet Production" )}
),
Dispatch(
{},
"P of NC Rate",
OutlineBox,
{Set Title( "Control Chart (past 30 days)" )}
),
Dispatch( {"P of NC Rate"}, "", AxisBox, {Add Axis Label( "NC Rate" )} ),
Dispatch(
{"P of NC Rate"},
"Proportion for NC Rate",
TextEditBox,
{Set Text( "NC Rate" )}
),
Dispatch(
{"P of NC Rate"},
"1",
ScaleBox,
{Min( NRows()-32.3), Max(NRows()-1.8 ), Inc( 1 ), Minor Ticks( 0 ),
Rotated Labels( "Vertical" )}
),
Dispatch(
{"P of NC Rate"},
"Attributes Chart",
FrameBox,
{Frame Size( 1004, 488 ), Line Width Scale (1.5)}
)
)
);
//************************************************************//
```

1 ACCEPTED SOLUTION

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Feb 22, 2017 6:16 AM
(3428 views)

It is becasue row 192 has a value of 1.14852492370295 for NC Rate. The check for proportional versus counts is done on the entire data set and not just the unexcluded observations. You should use Control Chart Builder instead of the old P chart platform. Control Chart Builder does not have this issue. Otherwise, you can delete row 192 and then the chart will be created as you expect.

3 REPLIES

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Feb 21, 2017 8:24 AM
(1839 views)

I forgot to mention it is the Dry Production control chart that is not being created correctly.

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Feb 22, 2017 6:16 AM
(3429 views)

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Feb 23, 2017 6:39 AM
(1774 views)

Thanks! I didn't notice that data point. I'll try switching my control charts to control chart builder.