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How can I quantify the intermittent failure of a regular event?

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My logs contain records of scheduled events. Sometimes the events fail, usually in 1 of 2 modes: systematic - once they fail they always fail (until corrected) or intermittent (they fail, the succeed, succeed, succeed, then fail fail fail then succeed). I'd like to produce a report that shows - per time period (say a day) - for all events belonging to a schedule - how intermittently are the scheduled events failing - what percentage of events are failures For example For 1/1/2016 Schedule #1728 70% success 0% itermittency (for a schedule in which 30% of events were failures, and once the failures start they never stop) Schedule #1821 70% success 100% intermittency (for a schedule in which 30% were failures, and after every failure the next event was a success)

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