La Joya Search

Hello, could someone tell me where "La Joya" is located? I believe I found a document from a relative that states he is from La Joya, Mexico. I found a census showing a person with the same name and age circa in Jalisco. Is there a 'La Joya" in Jalisco, and if so, what town would I search for his birth records? Thank you