It seems this offers what you are asking for: 
> http://www.pyqtgraph.org/documentation/graphicsItems/axisitem.html#pyqtgraph.AxisItem.enableAutoSIPrefix
>  
>

Dear Stefan,

This indeed made the trick! Thank you very much!

However, now I have another problem :)

now the axes ticks are labeled as: 

2.456+e06, which is Ok in general, but looks ugly in a paper plot.

any way that you know that i can display all the digits as they are in the 
time series without truncating?



All the best,
Trifon



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