How is data compression more effective than indexing for search performance?

CREATE TABLE data ( `source` INT, `type` INT, `timestamp` INT, `value` DOUBLE);

CREATE TABLE quickdata ( `source` INT, `type` INT, `day` INT, `dayvalues` BLOB );