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SPC _ remove sporadic data, ok?

Hi there,

I have a series of data (monthly), I didn't find the seasonal fluctuation but a few sporadic data that affects the overall mean and demonstrates a significant increase. .....

When I removed those data (5/42 in different times), the mean for both periods are the same..I'm thinking to remove those data and don't slit the chart (P chart), but I don't know if I remove them, will that still be counted as a process control (leave gaps in months....)

Thank you
Angie

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