Duffy performed "Rain on Your Parade" on several television shows including The Royal Variety Show and New Year Live, whilst it has since featured on several film soundtracks and compilation albums.
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The song as well as "I'm Scared" featured in the 2009 film, Bride Wars.
Rockferry was re-released as a deluxe edition on 24 November 2008 in the UK, preceded by the lead single "Rain on Your Parade" which became the fifth overall single from the album.
British singer Duffy's "Rain on Your Parade" music video was also inspired by that sequence, and Duffy can be seen wearing an outfit similar to Garland's, and dancing against a white background along some male dancers dressed in suits.
In 2008, Welsh singer Duffy used this dance in her fourth international single, "Rain on Your Parade".
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