I want to change the data type of multiple columns from float to int. What is the simplest way to do this?

There is no data to worry about, yet.

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http://dev.mysql.com/doc/refman/5.1/en/alter-table.html

ALTER TABLE tablename MODIFY columnname INTEGER;

This will change the datatype of given column

Depending on how many columns you wish to modify it might be best to generate a script, or use some kind of mysql client GUI

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