Any doubts we had about finding a larger event than the recent NJHS have now been put to rest. From the December 1949 issue of Chess Review:

“A junior chess tournament, sponsored by the Milwaukee Department of Municipal recreation and Adult Education in co-operation with the Milwaukee Journal, attracted a total of 2,995 boys and girls [...]