While at a recent conference I picked up a professional looking survey summary.  It highlighted the importance of having domain knowledge when compiling research.  Especially later for the Data Cleaning step.  This one appeared high quality, having heavy glossy paper and close to 40 pages.  Unfortunately a few errors made…