I don't know of any way to get the split series labels to be by the bars. But you're the second person today I heard that wanted that! So I filed this enhancement request;
Please take a look at it and if you have any comments please add them there.
you should disable percentage mode when you split by x axis, percentage mode only makes sense with split series, however split series will not label your x axis
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