I believe on academic journal. The author get the journal publish through research, conference, internal report. If I can make a metaphor, the journal is like a grocery store which content of pure data. In other side, some news paper is like a restaurant. It is a information package that ready to read.

Sometimes we can notice the data, analysis and discussion have different sound in media.