We did a similar analysis of gender stereotypes in the Wattpad online writing community last year: https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/...
The conformity with existing stereotypes was pretty depressing, and they're perpetuated more or less equally be male and female authors.