Study without legal entity

No.14237517 ViewReplyOriginalReport
Simple question /sci/
Can I collect data like filled out questionnaires without having a legal entity behind me if I declare not to share it with third parties and then publish the dataset after anonymizing it?
Would this dataset receive criticism if it were used in studies?
Should I perform identity checks?