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This answer contains some wrong and muddled writing. · bit late to the party, but a join can only use one index. So if you have a join that has multiple conditions … The former is the shorthand for the latter. Im pretty new to python and am completely confused by. join() which i have read is the preferred method for … For inner join any condition can be in a where instead … I think this is because the query first has to join the tables and then runs the where clause on that, so if you can reduce … · left join and left outer join are one and the same.