"Just a Little" was a UK No. 1 hit single in 2002. It represented a shift towards dance-pop for the group.
- The song was the second single from their debut album, Thinking It Over. It reached number one on the UK Singles Chart in May 2002. The track was produced by underground production duo Midi-Makers.
- The song was the group's biggest commercial success, staying in the UK Top 10 for six weeks. It was nominated for a Brit Award for British Single of the Year in 2003. Despite its success, Liberty X disbanded in 2005.
- "Just a Little" samples the 1981 hit "Take Off" by Yazz and the Plastic Population. The Midi-Makers production duo also produced other tracks on the Thinking It Over album. This single marked their transition from R&B to a more dance-oriented sound.
Liberty X were a UK pop-R&B group formed in 2001 from the remnants of the group Liberty. They achieved their highest profile after appearing on the talent show Popstars.
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