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I have a bunch of sloppy Geo text in a field.

However the country/ state names or codes are relatively clean.

It'll say Poland 23 or Illinois Remote or Frogballs, Germany or TX, AL, AK.

I have a finite list of country names/ codes ... and US 50 state names, codes.

I'm trying to figure out the best way to convert the "trash STATENAME trash" into a clean state name or country name.

I'm thinking either go the array route STRTOK_TO_ARRAY(location_field) - which will convert the string to 'word items' in an array. But I'm not sure the best function to extract a matching 'item' within an array. Array_contains() merely is true/ false. Not "Poland".

Maybe regex is better for this purpose? Something like regexp_like(location_field,country_list|country_list,'i'). Only issue here is that -- only want to match countries/ states that are a "word" (preceding or trailing space) -- not "AL" for Alabama when it's part of portugAL for instance.

1 Answer 1

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Ah okay weird question -- but I figured it out using regex..

regexp_substr(ph.location,
(
    select concat('\\b(',listagg(country_code3,'|'),')\\b') from
    dictionary.dim_country
)
,1,1,'i')) as country3 from fact_table

Not sure if this is the cleanest but. Leverages regex. Returns what it "finds" from the dictionary. Leverages the | or operator in conjunction with listing of the dictionary words. Addition of a \b and parentheses on either side to force the expressions to be words.

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