{label=""} means 'the label does not exist', and {label!=""} means 'the 
label exists with any value'.

Labels cannot exist with empty string value.

Try it in PromQL expression browser and you'll see.  For example:

up

up{flurblywombat=""}

- they will give the same result.

Note: it's the metric name plus bag of labels which is the unique identity 
of the timeseries.  When labels change or "go missing", you have created a 
completely different timeseries.

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