If I make 48,000 a year, can i be qualified to buy a house that ranges from 170,000-180,000?

How do i know i can get approved and if i am in Houston Texas, where can i go with this at a cheap mortgage lender at that. I want the best and good mortgage rate possible, does anyone have any recommendations for a first time buyer? Or any good loan places for a house?
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