i fail to see how this data cleaning could not be solved with proper tokenization and some distance measure. the amount of power used for those api calls is sli

i fail to see how this data cleaning could not be solved with proper tokenization and some distance measure. the amount of power used for those api calls is slighty obscene. edit: don't want to rant. it's not a bad post and i'm sure there is many and far more wasteful examples than this.