The Web can be seen as a place where scholarly and other activities become visible in a specific way. Web analyses vary from the structural and statistical analysis of huge web graphs to virtual ethnography. Any use of web data is linked with expectations. One expects to see something that is not visible in the off-line world, that represents a new quality, or that indicates certain novel interactions.