That's surprising, Hajj gets a lot more press/prestige it seems. Saudi is a similar sized population as Iraq, that infographic comparison is interesting to say the least:
The Hajj is a once in a lifetime pilgrimage for most Muslims while the Arba'een is an annual regional event of Shia solidarity. The former is done by a far greater number of unique individuals but the latter can be bigger on an annual basis.