Does data mining reality make a belief in science obsolete?

Science is obsolete for some things.
If by science we mean, “A collection of knowledge based on reproducible examinations which are conducted by outside observers, even hostile non-believers, and still found to be valid. It is a process of trying to guarantee the trustworthiness and reliability of every aspect of the methods as well as of [...]