Data manipulation generally doesn't happen by changing values in a data frame. It's done by running and rerunning similar models with slightly different specifications to get a P value under .05, or by applying various "manipulations" to variables or the models themselves for the same effect. It's much easier to identify this when you have the code that was used to recreate whatever was eventually published.