Do Vaccines Really Prevent Disease?

My wife and I chose not to vaccinate our children, but it came from reading many books, talking to multiple doctors, prayer, and a mutual decision. There may not be a right or wrong answer, but when I see charts like this, it makes me wonder.
What are your thoughts?
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