The figures are for 21 of the 27 EU member states with data unavailable from six countries, Eurostat said.
Overall, sales fell 0.1 percent in both the EU and in the 17 eurozone countries that share the euro as currency.
Nationally, the biggest retail sales increases were posted in February by Lithuania, up 2.2 percent; Malta, up 1.8 percent; and Estonia, up 1.6 percent.
The largest decreases were reported by Slovenia, where sales were off 1.3 percent; France, off 1.1 percent, and Belgium, off 0.8 percent.
2014: The Year in Music [PHOTOS]