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Timechart: How to sum up all earlier values?

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Hi, I want to create a timechart that shows the sum of all ealier values from another timechart. As an example, I have a timechart as a base, like index=foo | timechart sum(field1). At t1 it has value 42, at t2 0 and at t3 -5. The new timechart with the sum of all earlier values should show at t1 and t2 the value 42 and at t3 37. How can that be achieved?

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