Spatial Join using County FIPS name

Hi,
If I want to exposure per county, can I use have the Data as below?

County Name, exposure

I think the tool only supports data with lat/long coordinates.

I see that the imported county layer has 'Name' field for County. can't I join using this field?

Thanks