  We analyze how numerical experiments regarding elections were conducted
within the computational social choice literature (focusing on papers published
in the IJCAI, AAAI, and AAMAS conferences). We analyze the sizes of the studied
elections and the methods used for generating preference data, thereby making
previously hidden standards and practices explicit. In particular, we survey a
number of statistical cultures for generating elections and their commonly used
parameters.
