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Delete rows from dataset with REST API

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I can't seem to find any documentation on how to delete data from a push dataset using a Delete request with the API. Is that functionality available?

 

As there is no rolling hour filtering capabilities on reports/visuals, I want to delete any rows in the dataset older than X number of hours using the API. This way I dont have to filter the report but it would always display the last X number of hours.

 

Any Advice would be greatly appreciated.


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