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Default how do i use VLOOKUP to find text and return a number?

i'm actually trying to make a postcode search. Entering the postcode, it
comes up with the suburb name fine.
But when i know the suburb name, but want to find the postcode, the only
thing i get is #N/A ... Here is the string (used for both)

COLUMN A is the postcodes
COLUMN B is the suburbs
*The one that works* =IF(B10="","",VLOOKUP(B10,data!$A$3:$E$1002,2))
*The one that doesnt* =IF(B5<"",VLOOKUP(B5,data!$A$3:$E$1002,1))

 
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