This is not to say that there is something wrong with the data you are examining, but just that it might be represented in a way to confuse you. A major role in this confusion is due to write bias. Just like in history, we have biased historians who are most likely to state the narrative they support. Similarly, in writing about anything at all, the personal judgment of the writer can lead you away from the actual point being conveyed.