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Trying to identify most common distinct motifs in time series data and then search for those motifs #438

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@chrisruk Thank you for your question and welcome to the STUMPY community. Please be forewarned that the stumpy.motifs function is still in the experimental stage and should be officially released in the upcoming v1.9.0 release. In the meantime, the API may still change.

Having said that, it looks like what you've done seems fine. However, I could be wrong but your window size of m = 10 appears to be smaller than the window size used in the paper. Also, can you please plot the raw CO2 time series along with the matrix profile computed using stumpy.stump (like what is shown here)? That will at least give you an idea of where the potential motifs are located within your time series (by look…

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@seanlaw
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@chrisruk
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@seanlaw
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@amurthy-sunysb
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@seanlaw
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