Yes, it can happen anywhere. A year or two after I moved into my current home, a quiet little neighborhood just south of Portland, a father killed his three children VIA intravenous drugs, then killed himself through carbon monoxide poisoning in the garage.
He did this because of a divorce custody dispute at the home of his parents where his kids were staying, six doors down from my house.
Shocking.