CREATE TABLE table_61818 ("Perpetrator" CLOB, "Date" CLOB, "Year" FLOAT, "Location" CLOB, "Country" CLOB, "Killed" FLOAT, "Additional Notes" CLOB)

Who went on a rampage in Baghdad?
SELECT "Perpetrator" FROM table_61818 WHERE "Location" = 'baghdad'
SELECT "Perpetrator" FROM "table_61818" WHERE "Location" = 'baghdad'